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Huang Q, Zhong X, Chen S, Liu W, Yang J, Chen Q, Yang T, Wei F, Chen J, Zhou Y, Zhan L, Liang X, Pan J, Lin K, Hong J, Zeng Y. Efficacy and safety of radiotherapy versus transarterial chemoembolization in combination with lenvatinib and camrelizumab for hepatocellular carcinoma with inferior vena cava/right atrium tumor thrombus: a multicenter study. Hepatol Int 2025:10.1007/s12072-025-10794-7. [PMID: 40140192 DOI: 10.1007/s12072-025-10794-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2024] [Accepted: 02/07/2025] [Indexed: 03/28/2025]
Abstract
BACKGROUND AND PURPOSE This study aims to compare the efficacy and safety of radiotherapy (RT) and transarterial chemoembolization (TACE) in hepatocellular carcinoma (HCC) with inferior vena cava/right atrium tumor thrombus (IVC/RATT) treated with lenvatinib and camrelizumab. MATERIALS AND METHODS HCC with IVC/RATT from four hospitals were enrolled in this retrospective study. The patients were divided into RT group and TACE group. Stabilized inverse probability of treatment weighting (sIPTW) was used to minimize bias. The primary endpoints were overall survival (OS) and progression free survival (PFS). The second endpoints were objective response rate (ORR) and disease control rate (DCR). In addition, safety was assessed by treatment-related adverse events (TRAEs) between the two groups. RESULTS Among 108 patients included in this study, 48 patients in TACE group and 60 patients in RT group. The median follow-up time was 24.8 months. After the application of sIPTW, baseline characteristics were well-balanced between the two groups. Before and after sITPW, the median OS and median PFS in the RT group were significantly longer than in the TACE group. Multivariate Cox analysis showed that RT was an independent prognosis factor of both OS and PFS. There was no significant difference between two groups in overall response, while IVC/RATT response rate of RT group was significantly higher than TACE group. Incidence rate of TRAEs in two groups were similar. CONCLUSIONS In combination with lenvatinib and camrelizumab, RT significantly improves the prognosis of HCC with IVC/RATT compared to TACE, with a comparable safety profile.
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Affiliation(s)
- Qizhen Huang
- Department of Radiation Oncology, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, China
| | - Xiaohong Zhong
- Department of Radiation Oncology, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, China
| | - Shaoxing Chen
- Department of Radiation Oncology, Zhangzhou Affiliated Hospital of Fujian Medical University, Zhangzhou, China
| | - Wenhui Liu
- Department of Radiation Oncology, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, China
| | - Jing Yang
- The United Innovation of Mengchao Hepatobiliary Technology Key Laboratory of Fujian Province, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, China
| | - Qingjing Chen
- Department of Hepatopancreatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, China
| | - Tingting Yang
- Department of Radiation Oncology, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, China
| | - Fuqun Wei
- Department of Intervention, First Affiliated Hospital of Fujian Medical University, Fuzhou, China
| | - Juhui Chen
- Department of Radiation Oncology, Fujian Medical University Cancer Hospital, Fuzhou, China
| | - Yufei Zhou
- Department of Radiation Oncology, First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Lijuan Zhan
- Department of Radiation Oncology, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, China
| | - Xiuhui Liang
- Department of Hepatopancreatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, China
| | - Jianji Pan
- Department of Radiation Oncology, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, China
- Department of Radiation Oncology, Fujian Medical University Cancer Hospital, Fuzhou, China
| | - Kongying Lin
- Department of Hepatopancreatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, China.
| | - Jinsheng Hong
- Department of Radiation Oncology, First Affiliated Hospital of Fujian Medical University, Fuzhou, China.
| | - Yongyi Zeng
- Department of Hepatopancreatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, China.
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Lv X, Zhu RH, Ji GB, Li J, Wang WQ, Wang JL, Liang BY, Zhang EL, Huang ZY. Impact of intraperitoneal lavage with lobaplatin on survival in patients undergoing hepatectomy for ruptured hepatocellular carcinoma. World J Surg Oncol 2025; 23:96. [PMID: 40114177 PMCID: PMC11924834 DOI: 10.1186/s12957-025-03743-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2024] [Accepted: 03/07/2025] [Indexed: 03/22/2025] Open
Abstract
BACKGROUND Intraoperative intraperitoneal lavage with lobaplatin is widely used in the treatment of colorectal and gastric cancers. This study aimed to explore the efficacy of lobaplatin lavage in patients with ruptured hepatocellular carcinoma (HCC) administered radical hepatectomy. METHODS Ruptured HCC patients who underwent hepatectomy between September 2007 and March 2022 were divided into the distilled water lavage and lobaplatin lavage groups. Survival curves for RFS and OS were generated by the Kaplan-Meier method and compared by the log-rank test using Propensity Score Matching (PSM). Cox regression analysis was conducted to identify independent prognostic factors of RFS and OS. RESULTS This study included 201 patients, with 114 cases (89.1%) in the distilled water lavage group and 55 cases (75.3%) in the lobaplatin lavage group experiencing recurrence, and 95 (74.2%) and 44 (60.3%) patients died in the distilled water lavage and lobaplatin lavage groups, respectively during the follow-up period. After PSM, 1-, 2-, 3-year RFS rates were 38.6%, 21.1%, 10.5% and 57.9%, 40.4%, 26.3% in the distilled water lavage and lobaplatin lavage groups, respectively (P = 0.001). 1-, 2-, 3-year OS rates were 56.1%, 40.4%, 33.3% and 89.5%, 63.2%, 43.9% in the distilled water lavage and lobaplatin lavage groups, respectively (P = 0.001). Multivariable Cox regression indicated that lobaplatin lavage may improve RFS (HR = 0.524, 95% CI: 0.354-0.775;P = 0.001) and OS (HR = 0.524, 95% CI: 0.350-0.783;P = 0.002). CONCLUSIONS Intraoperative lobaplatin lavage improves RFS and OS in patients with ruptured HCC after hepatectomy. TRIAL REGISTRATION TJ-IRB202403002, 2024-04-26, retrospectively registered.
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Affiliation(s)
- Xing Lv
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jie Fang Ave, Wuhan, 430030, China
| | - Rong-Hua Zhu
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jie Fang Ave, Wuhan, 430030, China
| | - Gui-Bao Ji
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jie Fang Ave, Wuhan, 430030, China
| | - Jian Li
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jie Fang Ave, Wuhan, 430030, China
| | - Wen-Qiang Wang
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jie Fang Ave, Wuhan, 430030, China
| | - Jin-Lin Wang
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jie Fang Ave, Wuhan, 430030, China
| | - Bin-Yong Liang
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jie Fang Ave, Wuhan, 430030, China
| | - Er-Lei Zhang
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jie Fang Ave, Wuhan, 430030, China.
| | - Zhi-Yong Huang
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jie Fang Ave, Wuhan, 430030, China.
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Yao LQ, Gong JB, Cai L, Gu LH, Liang YJ, Guo HW, Lin KY, Li ZQ, Zheng QX, Zhou YH, Chen TH, Chen Z, Wang H, Liu H, Wu H, Pawlik TM, Shen F, Lai EC, Yang T. Impact of compliance to postoperative regular follow-up on long-term prognosis after curative resection for hepatocellular carcinoma: A multicenter analysis. Hepatobiliary Pancreat Dis Int 2025:S1499-3872(25)00056-6. [PMID: 40148147 DOI: 10.1016/j.hbpd.2025.03.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/26/2024] [Accepted: 02/27/2025] [Indexed: 03/29/2025]
Abstract
BACKGROUND Despite advances in surgical treatment, high recurrence after surgery remains a challenge for patients with hepatocellular carcinoma (HCC). This study aimed to investigate the association between compliance to regular follow-up and long-term oncological outcomes among patients undergoing curative resection for HCC. METHODS This multicenter study included patients who underwent curative resection for early-stage HCC between January 2012 and December 2021 at 12 liver surgery centers. Patients were stratified into a regular follow-up group (follow-up every 2-3 months for the first 2 years and every 3-6 months thereafter) and an irregular/no follow-up group. Overall survival (OS), time to recurrence (TTR), and post-recurrence survival (PRS) were compared between the two groups. RESULTS Among 1544 patients, 786 (50.9 %) underwent regular follow-up during postoperative follow-up. The regular follow-up group had better OS (median: 113.4 vs. 94.5 months, P = 0.010) and PRS (median: 37.9 vs. 16.3 months, P < 0.001) than the irregular/no follow-up group, although TTR was comparable (median: 61.4 vs. 66.2 months, P = 0.161). Furthermore, patients in the regular follow-up group had a lower incidence of tumor beyond the Milan criteria at recurrence (41.6 % vs. 50.4 %, P = 0.013) and were more likely to receive curative treatments for recurrence (56.1 % vs. 49.3 %, P = 0.061). On multivariate analysis, compliance to regular follow-up was an independent factor associated with better OS [hazard ratio (HR) = 0.777, 95 % confidence interval (CI): 0.663-0.910, P = 0.002] and PRS (HR = 0.523, 95 % CI: 0.428-0.638, P < 0.001). CONCLUSIONS Compliance to regular follow-up improved OS and PRS after curative resection for HCC, highlighting the importance of postoperative regular follow-up for early detection of recurrence and timely intervention.
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Affiliation(s)
- Lan-Qing Yao
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai 200433, China
| | - Jin-Bo Gong
- Department of Hepatobiliary Surgery, Affiliated Hospital of Nantong University, Nantong 226001, China
| | - Lei Cai
- Institute of Hepatopancreatobiliary Surgery, Chongqing General Hospital, Chongqing University, Chongqing 401147, China
| | - Li-Hui Gu
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai 200433, China
| | - Ying-Jian Liang
- Department of Hepatobiliary Surgery, the First Affiliated Hospital of Harbin Medical University, Harbin 150006, China
| | - Hong-Wei Guo
- The 2nd Department of General Surgery, the Second People's Hospital of Changzhi, Changzhi 046000, China
| | - Kong-Ying Lin
- Department of Hepatobiliary Surgery, Mengchao Hepatobiliary Hospital, Fujian Medical University, Fuzhou 350025, China
| | - Zi-Qiang Li
- Department of Liver Transplantation and Hepatic Surgery, the First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan 250014, China
| | - Qi-Xuan Zheng
- Department of Hepatobiliary Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan 250021, China
| | - Ya-Hao Zhou
- Department of Hepatobiliary Surgery, Pu'er People's Hospital, Pu'er 665000, China
| | - Ting-Hao Chen
- Department of General Surgery, Ziyang First People's Hospital, Ziyang 641300, China
| | - Zhong Chen
- Department of Hepatobiliary Surgery, Affiliated Hospital of Nantong University, Nantong 226001, China
| | - Hong Wang
- Department of General Surgery, Liuyang People's Hospital, Liuyang 410300, China
| | - Han Liu
- Department of Hepatobiliary and Pancreatic Surgery, General Surgery Center, the First Hospital of Jilin University, Changchun 130021, China
| | - Han Wu
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai 200433, China
| | - Timothy M Pawlik
- Department of Surgery, The Ohio State University, Wexner Medical Center, Columbus, OH, USA
| | - Feng Shen
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai 200433, China
| | - Eric Ch Lai
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai 200433, China; School of Medicine, The Chinese University of Hong Kong, Shenzhen (CUHK-Shenzhen), Shenzhen 518172, China.
| | - Tian Yang
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai 200433, China.
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Tong XC, Liu K, Huang ZY, Zhang XJ, Xue Y. Thyroid hormone, immunoglobin and complements for predicting hepatocellular carcinoma development in patients with hepatitis B virus-related liver cirrhosis. World J Hepatol 2025; 17:99092. [PMID: 40027558 PMCID: PMC11866162 DOI: 10.4254/wjh.v17.i2.99092] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/13/2024] [Revised: 01/06/2025] [Accepted: 01/24/2025] [Indexed: 02/20/2025] Open
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) surveillance is crucial for patients with compensated cirrhosis (CC) and decompensated cirrhosis (DC). Increasing evidence has revealed a connection between thyroid hormone (TH) and HCC, although this relationship remains contentious. Complements and immunoglobulin (Ig), which serve as surrogates of cirrhosis-associated immune dysfunction, are associated with the severity and outcomes of liver cirrhosis (LC). To date, there is a lack of evidence supporting the recommendation of TH, Ig, and complement tests in patients at high risk of HCC. AIM To assess the predictive value of TH, Ig, and complements for HCC development. METHODS Data from 142 patients, comprising 72 patients with CC and 70 patients with DC, were analysed as a training set. Among them, 100 patients who underwent complement and Ig tests were considered for internal validation. Logistic regression was employed to identify independent risk factors for HCC development. RESULTS The median follow-up duration was 32 (24-37 months) months. The incidence of HCC was significantly higher in the DC group (16/70, 22.9%) compared to the CC group (3/72, 4.2%) (χ² = 10.698, P < 0.01). Patients with DC exhibited lower total tetraiodothyronine (TT4), total triiodothyronine (TT3), free triiodothyronine, complement C3, and C4 (all P < 0.01), and higher IgA and IgG (both P < 0.01). In both CC and DC patients, TT3 and TT4 positively correlated with alanine transaminase (ALT), aspartate transaminase (AST), and gamma-glutamyl transpeptidase (GGT). IgG positively correlated with IgM, IgA, ALT, and AST, while it negatively correlated with C3 and C4. Multivariable analysis indicated that age, DC status, and GGT were independent risk factors for HCC development. CONCLUSION The predictive value of TH, Ig, and complements for HCC development is suboptimal. Age, DC, and GGT emerge as more significant factors during HCC surveillance in hepatitis B virus-related LC.
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Affiliation(s)
- Xue-Cheng Tong
- Department of Infectious Diseases, Changzhou Third People's Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou 213000, Jiangsu Province, China
| | - Kai Liu
- Department of Infectious Diseases, Changzhou Third People's Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou 213000, Jiangsu Province, China
| | - Ze-Yu Huang
- Department of Infectious Diseases, Changzhou Third People's Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou 213000, Jiangsu Province, China
| | - Xiu-Jun Zhang
- Department of Infectious Diseases, Changzhou Third People's Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou 213000, Jiangsu Province, China
| | - Yuan Xue
- Department of Infectious Diseases, Changzhou Third People's Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou 213000, Jiangsu Province, China.
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Zheng W, Chen H, Zhang J, He K, Zhu W, Chen X, Yan X, Lin Z, Yang Y, Wang X, Li H, Zhu S. Development and clinical validation of a novel platelet count-based nomogram for predicting microvascular invasion in HCC. Sci Rep 2025; 15:5881. [PMID: 39966444 PMCID: PMC11836223 DOI: 10.1038/s41598-025-88343-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2024] [Accepted: 01/28/2025] [Indexed: 02/20/2025] Open
Abstract
We aimed to develop a convenient nomogram to predict preoperative MVI in patients with hepatocellular carcinoma (HCC). Patients who underwent surgical resection due to HCC from June 2018 to June 2023 at the Third Affiliated Hospital of Sun Yat-sen University were retrospectively reviewed. Univariate and multivariable logistic linear regression analyses were used to investigate potential risk factors for MVI. A nomogram was plotted based on these risk factors. The tumor diameter (≥ 5 cm), BCLC stage, PLT (>127.50 × 109/L), AST (>29.50 U/L) and AFP (>10.07 ng/ml) were identified as independent preoperative risk factors for MVI by univariate and multivariable logistic analysis. The nomogram demonstrated decent accuracy in estimating the presence of MVI, with an AUC of 0.69 (95%CI: 0.64-0.73). The calibration curves exhibited a close match between the predicted probabilities and the actual estimates of MVI in the nomogram (p = 0.947). Decision curve analysis (DCA) revealed that the prediction model had a high net benefit if the threshold probability>20%. High platelet counts were strongly associated with the presence of MVI in HCC patients. Our convenient nomogram demonstrated decent accuracy in estimating the presence of MVI and had notable clinical application.
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Affiliation(s)
- Wenjie Zheng
- Department of Hepatic Surgery, Liver Transplantation, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510630, China
- Department of Vascular Surgery, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, 310006, Zhejiang, China
- Guangdong Key Laboratory of Liver Disease Research, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510630, China
| | - Haoqi Chen
- Department of Hepatic Surgery, Liver Transplantation, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510630, China
- Guangdong Key Laboratory of Liver Disease Research, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510630, China
| | - Jianfeng Zhang
- Department of Hepatic Surgery, Liver Transplantation, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510630, China
| | - Kaiming He
- Department of Hepatic Surgery, Liver Transplantation, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510630, China
- Guangdong Key Laboratory of Liver Disease Research, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510630, China
| | - Wenfeng Zhu
- Department of Hepatobiliary and Pancreatic Surgery, The Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510220, China
| | - Xiaolong Chen
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Jinan University, Guangzhou, 510630, China
| | - Xijing Yan
- Department of Hepatic Surgery, Liver Transplantation, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510630, China
- Guangdong Key Laboratory of Liver Disease Research, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510630, China
| | - Zexin Lin
- Department of Hepatic Surgery, Liver Transplantation, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510630, China
| | - Yang Yang
- Department of Hepatic Surgery, Liver Transplantation, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510630, China
| | - Xiaowen Wang
- Department of Hepatic Surgery, Liver Transplantation, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510630, China.
- Guangdong Key Laboratory of Liver Disease Research, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510630, China.
| | - Hua Li
- Department of Hepatic Surgery, Liver Transplantation, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510630, China.
| | - Shuguang Zhu
- Department of Hepatic Surgery, Liver Transplantation, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510630, China.
- Guangdong Key Laboratory of Liver Disease Research, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510630, China.
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He Q, Xiong Y, Yang X, Yu Y, Chen Z. Molecular subtyping combined with multiomics analysis to study correlation between TACE refractoriness and tumor stemness in hepatocellular carcinoma. Discov Oncol 2025; 16:197. [PMID: 39961903 PMCID: PMC11832877 DOI: 10.1007/s12672-025-01955-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2024] [Accepted: 02/07/2025] [Indexed: 02/20/2025] Open
Abstract
BACKGROUND Transarterial chemoembolization (TACE) refractoriness is a significant challenge in treating intermediate to advanced-stage hepatocellular carcinoma (HCC). A few studies suggest that liver cancer stem cells (LCSCs) may be associated with TACE refractoriness. This study aims to explore the potential correlation between TACE refractoriness and HCC stemness, highlighting its clinical significance. METHODS This research encompassed the analysis of diverse HCC datasets, including RNA-sequencing, microarray, single-cell RNA-sequencing, and clinical cohorts. We identified common genes between TACE refractoriness and tumor stemness (TSGs). Unsupervised clustering was employed to classify HCC patients into different clusters based on TSGs (TRS clusters). The study explored the differences in clinical prognosis, biological characteristics, genomic variations, immune landscapes, and treatment responses among the TRS clusters. RESULTS Patients with TACE-refractoriness demonstrated significantly higher tumor stemness. Our study identified 33 TSGs and established two TRS clusters, including C1 and C2. C1 was associated with TACE refractoriness, elevated tumor stemness, and poorer prognosis. Genomic alterations were found to be significantly different between the TRS clusters. The C1 exhibited signs of immunosuppression and lower activity of immune effector cells, while the C2 had a more robust immune response and higher level of immune cell presence. Single-cell RNA-seq revealed distinct cell type characteristics in each subtypes, with the C1 showing a higher proportion of stem cells and malignant cells. CONCLUSION Our findings establish a connection between TACE refractoriness and tumor stemness in HCC, proposing a novel subtype classification to guide personalized treatment. Insights gained may facilitate overcoming TACE refractoriness and the development of innovative therapies.
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Affiliation(s)
- Qifan He
- Department of Radiology, Haining People's Hospital, No.2 Qianjiang West Road, Haining, 314400, China
| | - Yue Xiong
- Department of Radiology, Haining People's Hospital, No.2 Qianjiang West Road, Haining, 314400, China
| | - Xiaoyu Yang
- Department of Radiology, Haining People's Hospital, No.2 Qianjiang West Road, Haining, 314400, China
| | - Yihui Yu
- Department of Radiology, Haining People's Hospital, No.2 Qianjiang West Road, Haining, 314400, China
| | - Zhonghua Chen
- Department of Radiology, Haining People's Hospital, No.2 Qianjiang West Road, Haining, 314400, China.
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Qiao H, Guo H, Liang Z, Kang L, Zhang W. Primary hepatocellular carcinosarcoma: A case series and literature review. Clin Res Hepatol Gastroenterol 2025; 49:102520. [PMID: 39756650 DOI: 10.1016/j.clinre.2024.102520] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2024] [Revised: 12/25/2024] [Accepted: 12/29/2024] [Indexed: 01/07/2025]
Abstract
INTRODUCTION Hepatocellular carcinosarcoma (HCS) is a rare and aggressive liver tumor with limited clinical evidence due to its infrequency. This case series aimed to enrich the existing knowledge on the diagnosis and clinical management of HCS. METHODS Four patients with HCS were evaluated, focusing on their symptoms, diagnoses, treatments, and outcomes. The imaging characteristics and tumorigenesis of HCS were also investigated, highlighting the role of p53 mutations. RESULTS This case series found that timely surgery and localized chemotherapy are crucial in managing HCS. Despite the promising results of targeted therapy, its limitations were observed in some patients. The onset and progression of HCS were found to be significantly correlated with the presence of p53 mutations. CONCLUSIONS This case series underscores the need for further research to improve the diagnosis and treatment of HCS and emphasizes the importance of timely surgery and localized chemotherapy in mitigating tumor side effects and potentially prolonging survival.
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Affiliation(s)
- Haodong Qiao
- Department of Hepatobiliary Surgery, General Hospital, Shijiazhuang, Hebei, PR China; Department of Graduate School, Hebei Medical University, Shijiazhuang, PR China
| | - Huaibin Guo
- Department of Hepatobiliary Surgery, General Hospital, Shijiazhuang, Hebei, PR China.
| | - Ze Liang
- Department of Hepatobiliary Surgery, General Hospital, Shijiazhuang, Hebei, PR China
| | - Lin Kang
- Department of Hepatobiliary Surgery, General Hospital, Shijiazhuang, Hebei, PR China
| | - Wanxing Zhang
- Department of Hepatobiliary Surgery, General Hospital, Shijiazhuang, Hebei, PR China
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Pérez-Navarro Y, Salinas-Vera YM, López-Camarillo C, Figueroa-Angulo EE, Alvarez-Sánchez ME. The role of long non-coding RNA NORAD in digestive system tumors. Noncoding RNA Res 2025; 10:55-62. [PMID: 39296642 PMCID: PMC11406672 DOI: 10.1016/j.ncrna.2024.09.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2024] [Revised: 08/28/2024] [Accepted: 09/01/2024] [Indexed: 09/21/2024] Open
Abstract
In recent years, it has been discovered that the expression of long non-coding RNAs is highly deregulated in several types of cancer and contributes to its progression and development. Recently, it has been described that in tumors of the digestive system, such as colorectal cancer, pancreatic cancer, and gastric cancer, DNA damage-activated lncRNA (NORAD) was frequently up-regulated. The purpose of this review is to elucidate the functions of NORAD in tumors of the digestive system, emphasizing its involvement in important cellular processes such as invasion, metastasis, proliferation, and apoptosis. NORAD acts as a ceRNA (competitive endogenous RNA) that sponges microRNAs and regulates the expression of target genes involved in tumorigenesis. Thus, the mechanisms underlying the effects of NORAD are complex and involve multiple signaling pathways. This review consolidates current knowledge on the role of NORAD in digestive cancers and highlights the need for further research to explore its potential as a therapeutic target. Understanding the intricate functions of NORAD could elucidate the way for innovative approaches to cancer treatment.
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Affiliation(s)
- Yussel Pérez-Navarro
- Posgrado en Ciencias Genómicas, Laboratorio de Patogénesis Celular y Molecular Humana y Veterinaria, Universidad Autónoma de la Ciudad de México, Ciudad de México, CDMX, Mexico
| | - Yarely M Salinas-Vera
- Centro Nacional de Identificación Humana, Comisión Nacional de Búsqueda, Secretaría de Gobernación, Camino a Santa Teresa No 1679, Jardines del Pedregal, Ciudad de México, Mexico
| | - Cesar López-Camarillo
- Posgrado en Ciencias Genómicas, Laboratorio de Oncogenómica y Proteómica del cáncer, Universidad Autónoma de la Ciudad de México, Ciudad de México, Mexico
| | - Elisa Elvira Figueroa-Angulo
- Licenciatura en Ciencias Genómicas, Laboratorio de Patogénesis Celular y Molecular Humana y Veterinaria, Universidad Autónoma de la Ciudad de México, Mexico
| | - María Elizbeth Alvarez-Sánchez
- Posgrado en Ciencias Genómicas, Laboratorio de Patogénesis Celular y Molecular Humana y Veterinaria, Universidad Autónoma de la Ciudad de México, Ciudad de México, CDMX, Mexico
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9
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Xie GL, Zhong ZH, Ye TW, Xiao ZQ. Radiofrequency ablation combined with immunotherapy to treat hepatocellular carcinoma: a comprehensive review. BMC Surg 2025; 25:47. [PMID: 39875933 PMCID: PMC11776151 DOI: 10.1186/s12893-025-02778-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2024] [Accepted: 01/13/2025] [Indexed: 01/30/2025] Open
Abstract
BACKGROUND AND AIM Hepatocellular carcinoma (HCC) is a highly immunogenic tumor and the third leading cause of cancer-related deaths worldwide with an increasing incidence. Therefore, the combination of immunotherapy with other approaches, such as anti-angiogenic agents and local area therapy, has become a new strategy for HCC treatment. METHODS We searched PubMed and Web of Science and extracted publications relating to the radiofrequency ablation (RFA) and immunotherapy. The search terms were: "radiofrequency ablation", "immunotherapy" and "hepatocellular carcinoma", and manual searches of eligible articles from literature reference lists were performed. We then thoroughly reviewed the literature on ablation combined with immunotherapy for HCC, analyzed the relevant mechanism, and explored the safety and effectiveness of this form of combination therapy. RESULTS RFA combined with immunotherapy in HCC is reported to have good efficacy and controllable safety. On the one hand, RFA can induce the immunogenic substances including Ficolin-3, IL-1 and heat shock protein and regulate the immune cells by mediating the Th1/Th2 ratio, increasing Th17 cells, etc. On the other hand, RFA treatment can lead to tumor immune microenvironment reconstruction, increasing the proportion of functional T cells and upregulate PD-1 in T cells in distant tumors without RFA. This combined strategy has the ability to enhance the anti-tumor immune response through synergies, significantly reduce the risk of recurrence and improve survival. CONCLUSIONS RFA combined with immunotherapy yields a good synergistic effect: it can further strengthen anti-tumor response, delay distant tumor growth, reduce tumor recurrence and metastasis, providing new options for HCC systemic treatment.
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Affiliation(s)
- Gui-Lin Xie
- Department of Hepatobiliary Surgery, Affiliated Hospital of Shaoxing University, Shaoxing, Zhejiang, China
| | - Zhi-Han Zhong
- General Surgery, Cancer Center, Department of Hepatobiliary & Pancreatic Surgery and Minimally Invasive Surgery, Affiliated People's Hospital, Zhejiang Provincial People's Hospital, Hangzhou Medical College, Hangzhou, 310014, Zhejiang, China
- The Second School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, 310053, China
| | - Tai-Wei Ye
- General Surgery, Cancer Center, Department of Hepatobiliary & Pancreatic Surgery and Minimally Invasive Surgery, Affiliated People's Hospital, Zhejiang Provincial People's Hospital, Hangzhou Medical College, Hangzhou, 310014, Zhejiang, China.
- The Second School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, 310053, China.
| | - Zun-Qiang Xiao
- General Surgery, Cancer Center, Department of Hepatobiliary & Pancreatic Surgery and Minimally Invasive Surgery, Affiliated People's Hospital, Zhejiang Provincial People's Hospital, Hangzhou Medical College, Hangzhou, 310014, Zhejiang, China.
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10
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Yang DL, Ye L, Zeng FJ, Liu J, Yao HB, Nong JL, Liu SP, Peng N, Li WF, Wu PS, Qin C, Su Z, Ou JJ, Dong XF, Yan YH, Zhong TM, Mao XS, Wu MS, Chen YZ, Wang GD, Li MJ, Wang XY, Yang FQ, Liang YR, Chen SC, Yang YY, Chen K, Li FX, Lai YC, Pang QQ, Liang XM, You XM, Xiang BD, Yu YQ, Ma L, Zhong JH. Multicenter, retrospective GUIDANCE001 study comparing transarterial chemoembolization with or without tyrosine kinase and immune checkpoint inhibitors as conversion therapy to treat unresectable hepatocellular carcinoma: Survival benefit in intermediate or advanced, but not early, stages. Hepatology 2025:01515467-990000000-01142. [PMID: 39908184 DOI: 10.1097/hep.0000000000001229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/07/2024] [Accepted: 11/27/2024] [Indexed: 02/07/2025]
Abstract
BACKGROUND AND AIMS Various conversion therapy options have become available to patients with unresectable HCC, but which conversion therapy is optimal for which type of patient is controversial. This study compared the efficacy and safety of TACE alone or combined with immune checkpoint and tyrosine kinase inhibitors. APPROACH AND RESULTS Data were retrospectively compared for patients with initially unresectable HCC who underwent conversion therapy consisting of TACE alone (n=459) or combined with immune checkpoint and tyrosine kinase inhibitors (n=343). Compared to the group that received TACE alone, the group that received triple conversion therapy showed significantly higher rates of overall survival (HR 0.43, 95%CI 0.35-0.53). In addition, triple therapy was associated with significantly longer median progression-free survival (15.9 vs. 8.0 mo, p <0.001). These results were confirmed in matched subsets of patients from each group. However, subgroup analysis confirmed the results only for patients with HCC in intermediate or advanced stages, not in an early stage. Those who received triple conversion therapy had a significantly higher rate of hepatectomy after conversion therapy (36.4 vs. 23.5%, p <0.001). Among those who underwent hepatectomy after conversion therapy, triple therapy was associated with a significantly higher rate of complete tumor response (32.1 vs. 11.1%, p <0.001). However, it was also associated with a significantly higher frequency of serious adverse events (35.6 vs. 27.0%, p =0.009). CONCLUSIONS Combining TACE with immune checkpoint and tyrosine kinase inhibitors was associated with significantly better survival and conversion efficacy than TACE alone among patients with intermediate or advanced unresectable HCC.
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Affiliation(s)
- Da-Long Yang
- Department of Hepatobiliary Surgery, Guangxi Liver Cancer Diagnosis and Treatment Engineering and Technology Research Center, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Lin Ye
- Department of Hepatobiliary and Pancreatic Surgery, Affiliated Hospital of Guilin Medical University, Guilin, China
| | - Fan-Jian Zeng
- Department of Hepatobiliary Surgery, Wuzhou Red Cross Hospital, Wuzhou, China
| | - Jie Liu
- Department of Hepatobiliary Pancreatic Surgery, Guilin People's Hospital, Guilin, China
| | - Hong-Bing Yao
- Department of Hepatobiliary and Pancreatic Surgery, Second Affiliated Hospital of Guilin Medical University, Guilin, China
| | - Jun-Liang Nong
- Department of Hepatobiliary Surgery, Hengzhou City People's Hospital, Hengzhou, China
| | - Shao-Ping Liu
- Department of Hepatobiliary and Pancreatic Surgery, Eighth Affiliated Hospital of the Guangxi Medical University, Guigang, China
| | - Ning Peng
- Department of Hepatobiliary Surgery, First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Wen-Feng Li
- Department of Hepatobiliary and Pancreatic Surgery, First People's Hospital of Yulin, Yulin, China
| | - Pei-Sheng Wu
- Department of Hepatobiliary and Pancreatic Surgery, First People's Hospital of Qinzhou, Qinzhou, China
| | - Chuang Qin
- Department of Hepatobiliary Surgery, Liuzhou People's Hospital, Liuzhou, China
| | - Ze Su
- Department of Hepatobiliary Pancreatic Surgery, First People's Hospital of Nanning, Nanning, China
| | - Jun-Jie Ou
- Department of Hepatobiliary Surgery, Wuzhou People's Hospital, Wuzhou, China
| | - Xiao-Feng Dong
- Department of Hepatobiliary, Pancreatic and Spleen Surgery, People's Hospital of Guangxi Zhuang Autonomous Region, Guangxi Academy of Medical Sciences, Nanning, China
| | - Yi-He Yan
- Department of General Surgery, Second Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Teng-Meng Zhong
- Department of Hepatobiliary Surgery, Baise People's Hospital, Baise, China
| | - Xian-Shuang Mao
- Department of Hepatobiliary, Pancreatic and Spleen Surgery, People's Hospital of Hezhou, Hezhou, China
| | - Ming-Song Wu
- Department of Oncology, People's Hospital of Beiliu, Beiliu, China
| | - Yao-Zhi Chen
- Department of Hepatobiliary Gland Surgery, Beihai People's Hospital, Beihai, China
| | - Guo-Dong Wang
- Department of Oncology, Liuzhou Workers Hospital, Liuzhou, China
| | - Mian-Jing Li
- Department of Hepatobiliary Pancreatic Surgery, Guilin People's Hospital, Guilin, China
| | - Xue-Yao Wang
- Department of Hepatobiliary and Pancreatic Surgery, Second Affiliated Hospital of Guilin Medical University, Guilin, China
| | - Fu-Quan Yang
- Department of Hepatobiliary and Pancreatic Surgery, First People's Hospital of Yulin, Yulin, China
| | - Yong-Rong Liang
- Department of Hepatobiliary and Pancreatic Surgery, First People's Hospital of Qinzhou, Qinzhou, China
| | - Shu-Chang Chen
- Department of Hepatobiliary Surgery, Wuzhou People's Hospital, Wuzhou, China
| | - Yong-Yu Yang
- Department of Hepatobiliary, Pancreatic and Spleen Surgery, People's Hospital of Guangxi Zhuang Autonomous Region, Guangxi Academy of Medical Sciences, Nanning, China
| | - Kang Chen
- Department of General Surgery, Second Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Fu-Xin Li
- Department of Hepatobiliary, Pancreatic and Spleen Surgery, People's Hospital of Hezhou, Hezhou, China
| | - Yong-Cheng Lai
- Department of Hepatobiliary Gland Surgery, Beihai People's Hospital, Beihai, China
| | - Qing-Qing Pang
- Department of Oncology, Liuzhou Workers Hospital, Liuzhou, China
| | - Xiu-Mei Liang
- Department of Hepatobiliary Surgery, Guangxi Liver Cancer Diagnosis and Treatment Engineering and Technology Research Center, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Xue-Mei You
- Department of Hepatobiliary Surgery, Guangxi Liver Cancer Diagnosis and Treatment Engineering and Technology Research Center, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Bang-De Xiang
- Department of Hepatobiliary Surgery, Guangxi Liver Cancer Diagnosis and Treatment Engineering and Technology Research Center, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Ya-Qun Yu
- Department of Hepatobiliary and Pancreatic Surgery, Affiliated Hospital of Guilin Medical University, Guilin, China
| | - Liang Ma
- Department of Hepatobiliary Surgery, Guangxi Liver Cancer Diagnosis and Treatment Engineering and Technology Research Center, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Jian-Hong Zhong
- Department of Hepatobiliary Surgery, Guangxi Liver Cancer Diagnosis and Treatment Engineering and Technology Research Center, Guangxi Medical University Cancer Hospital, Nanning, China
- Key Laboratory of Early Prevention and Treatment for Regional High Frequency Tumors (Guangxi Medical University), Ministry of Education, Nanning, China
- Guangxi Key Laboratory of Early Prevention and Treatment for Regional High Frequency Tumors, Nanning, China
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11
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Zhang J, Wu Q, Zeng J, Zeng Y, Liu J, Zeng J. The APP Score: A simple serum biomarker model to enhance prognostic prediction in hepatocellular carcinoma. Biosci Trends 2025; 18:567-583. [PMID: 39631885 DOI: 10.5582/bst.2024.01228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/07/2024]
Abstract
The prognosis for patients with hepatocellular carcinoma (HCC) depends on tumor stage and remnant liver function. However, it often includes tumor morphology, which is usually assessed with imaging studies or pathologic analysis, leading to limited predictive performance. Therefore, the aim of this study was to develop a simple and low-cost prognostic score for HCC based on serum biomarkers in routine clinical practice. A total of 3,100 patients were recruited. The least absolute shrinkage and selector operation (LASSO) algorithm was used to select the significant factors for overall survival. The prognostic score was devised based on multivariate Cox regression of the training cohort. Model performance was assessed by discrimination and calibration. Albumin (ALB), alkaline phosphatase (ALP), and alpha-fetoprotein (AFP) were selected by the LASSO algorithm. The three variables were incorporated into multivariate Cox regression to create the risk score (APP score = 0.390* ln (ALP) + 0.063* ln(AFP) - 0.033*ALB). The C-index, K-index, and time-dependent AUC of the score displayed significantly better predictive performance than 5 other models and 5 other staging systems. The model was able to stratify patients into three different risk groups. In conclusion, the APP score was developed to estimate survival probability and was used to stratify three strata with significantly different outcomes, outperforming other models in training and validation cohorts as well as different subgroups. This simple and low-cost model could help guide individualized follow-up.
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Affiliation(s)
- Jinyu Zhang
- Department of Hepatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, Fujian, China
- Hepatobiliary Medical Center of Fujian Province, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, Fujian, China
| | - Qionglan Wu
- Department of Hepatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, Fujian, China
- Hepatobiliary Medical Center of Fujian Province, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, Fujian, China
| | - Jinhua Zeng
- Department of Hepatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, Fujian, China
- Hepatobiliary Medical Center of Fujian Province, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, Fujian, China
| | - Yongyi Zeng
- Department of Hepatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, Fujian, China
- Hepatobiliary Medical Center of Fujian Province, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, Fujian, China
| | - Jingfeng Liu
- Department of Hepatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, Fujian, China
- Hepatobiliary Medical Center of Fujian Province, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, Fujian, China
| | - Jianxing Zeng
- Department of Hepatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, Fujian, China
- Hepatobiliary Medical Center of Fujian Province, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, Fujian, China
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12
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Xing W, Zhou Y, Long Q, Yi N, Wang G, Shi R, Huang J, Yin X, Zhu T, Cao S. Multiomic analysis of lactylation and mitochondria-related genes in hepatocellular carcinoma identified MRPL3 as a new prognostic biomarker. Front Oncol 2025; 14:1511958. [PMID: 39868366 PMCID: PMC11757296 DOI: 10.3389/fonc.2024.1511958] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2024] [Accepted: 12/19/2024] [Indexed: 01/28/2025] Open
Abstract
Background Recent research has highlighted lactate's crucial role in epigenetic regulation, particularly by influencing histone modifications that drive the initiation and progression of hepatocellular carcinoma (HCC). While mitochondria are known to regulate tumor behavior, the interaction between lactate metabolism and mitochondrial function in cancer tissues remains underexplored. Understanding this relationship may provide deeper insights into tumor metabolic reprogramming and reveal novel therapeutic targets for HCC and other malignancies. Methods We conducted a comprehensive screening of lactylation- and mitochondria-associated genes (LMRGs) in HCC patients, followed by clustering based on these genes. Prognostic outcomes and pathway enrichment were analyzed across the identified clusters. Additionally, we developed a prognostic model based on LMRGs, examining its implications for survival, immune response, and drug sensitivity. In vitro experiments were performed to validate the expression patterns and functional role of MRPL3 in HCC. Results We developed a prognostic model, named the LMRG model, incorporating three key genes: ACACA, MRPL3, and MRPS23. This model revealed significant differences in survival outcomes, immune responses, and drug sensitivity between patients with high and low LMRG scores. MRPL3 was found to be overexpressed in HCC, playing a critical role in tumor growth and metastasis. These results were further validated through in vitro experiments, confirming MRPL3's role in HCC cell proliferation and invasion. Conclusion We created a predictive model, LMRG, and identified MRPL3 as a key biomarker. Our findings suggest that MRPL3 has significant potential as a reliable predictive biomarker for clinical applications in HCC diagnosis and treatment.
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Affiliation(s)
- Wenya Xing
- Department of General Surgery, Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China
| | - Yuanzi Zhou
- Department of General Surgery, Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China
| | - Qiuzi Long
- Nanjing University of Chinese Medicine, Nanjing, China
| | - Nan Yi
- Department of General Surgery, Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China
| | - Gaoyuan Wang
- Department of General Surgery, Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China
| | - Rongwei Shi
- Department of General Internal Medicine, Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China
| | - Jinlong Huang
- Nanjing University of Chinese Medicine, Nanjing, China
| | - Xindong Yin
- Department of General Surgery, Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China
| | - Taiyang Zhu
- Department of General Surgery, Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China
| | - Shibing Cao
- Department of General Surgery, Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China
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13
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Zeng J, Chen G, Zeng J, Liu J, Zeng Y. Development of nomograms to predict outcomes for large hepatocellular carcinoma after liver resection. Hepatol Int 2025:10.1007/s12072-024-10754-7. [PMID: 39760822 DOI: 10.1007/s12072-024-10754-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Accepted: 11/09/2024] [Indexed: 01/07/2025]
Abstract
BACKGROUND Large hepatocellular carcinoma (HCC) is difficult to resect and accompanied by poor outcome. The aim was to evaluate the short-term and long-term outcomes of patients who underwent liver resection for large HCC, eventually drawing prediction models for short-term and long-term outcomes. METHODS 1710 large HCC patients were recruited and randomly divided into the training (n = 1140) and validation (n = 570) cohorts in a 2:1 ratio. Independent risk factors were identified by regression model and used to establish three nomograms for surgical risk, overall survival (OS), and recurrence-free survival (RFS) in the training cohort. Model performances were assessed by discrimination and calibration. The three models were also compared with six other staging systems. RESULTS Platelet (PLT), gamma-glutamyl transpeptidase (GGT), albumin-bilirubin (ALBI) grade, blood transfusion and loss, resection margin, tumor size, and tumor number were established in a nomogram to evaluate surgical risk ( https://largehcc.shinyapps.io/largehcc-morbidity/ ). The model had a good prediction capability with a C-index of 0.764 and 0.773 in the training and validation cohorts. Alpha-fetoprotein (AFP), resection margin, tumor size, tumor number, microvascular invasion, Edmondson-Steiner grade, tumor capsular, and satellite nodules were considered to construct a prognostic nomogram to predict the 1-, 3- and 5-year OS ( https://largehcc.shinyapps.io/largehcc-os/ ). The C-index of the model was 0.709 and 0.702 for the training and validation cohorts. Liver cirrhosis, albumin (ALB), total bilirubin (TBIL), AFP, tumor size, tumor number, microvascular invasion, and tumor capsular were used to draw a prognostic nomogram to predict the 1-, 3- and 5-year RFS ( https://largehcc.shinyapps.io/largehcc-rfs/ ). The C-index of the model was 0.695 and 0.675 in the training and validation cohorts. The discrimination showed that the models had significantly better predictive performances than six other staging systems. CONCLUSIONS Three novel nomograms were developed to predict short-term and long-term outcomes in patients with large HCC who underwent curative resection with adequate performance. These predictive models could help to design therapeutic interventions and surveillance for patients with large HCC.
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Affiliation(s)
- Jianxing Zeng
- Department of Hepatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, 350025, China
- Hepatobiliary Medical Center of Fujian Province, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, 350025, China
| | - Guixiang Chen
- Department of Operating Theatre, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, 350025, China
- Hepatobiliary Medical Center of Fujian Province, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, 350025, China
| | - Jinhua Zeng
- Department of Hepatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, 350025, China
- Hepatobiliary Medical Center of Fujian Province, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, 350025, China
| | - Jingfeng Liu
- Department of Hepatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, 350025, China
- Hepatobiliary Medical Center of Fujian Province, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, 350025, China
| | - Yongyi Zeng
- Department of Hepatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, 350025, China.
- Hepatobiliary Medical Center of Fujian Province, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, 350025, China.
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14
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Batbaatar B, Gurbadam U, Tuvshinsaikhan O, Narmandakh NE, Khatanbaatar G, Radnaabazar M, Erdene-Ochir D, Boldbaatar M, Byambaragchaa M, Amankyeldi Y, Chogsom M, Ganbileg N, Batdelger A, Demchig T, Nyam-Osor L, Bayartugs B, Batmunkh E, Munkhjargal B, Lonjid T, Khasbagana B, Batmunkh M, Jav S, Semchin M. Evaluation of glypican‑3 in patients with hepatocellular carcinoma. Mol Clin Oncol 2025; 22:1. [PMID: 39534882 PMCID: PMC11552472 DOI: 10.3892/mco.2024.2796] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Accepted: 10/03/2024] [Indexed: 11/16/2024] Open
Abstract
Hepatocellular carcinoma (HCC) is one of the most common cancers occurring worldwide, including Mongolia. Although alpha-fetoprotein (AFP) is a widely used marker for HCC, conflicting studies have been published regarding its specificity and sensitivity towards HCC. Glypican-3 (GPC3) is a different promising biomarker for HCC, and there is some evidence to suggest that this protein may be a more specific marker compared with AFP. GPC3 has been shown to fulfill important roles in cell proliferation and division during embryogenesis, and is rarely found in the tissues of healthy adults. The aim of the present study was to investigate the levels of serum GPC3 (sGPC3) and tissue GPC3 in Mongolian patients with HCC. Serum samples from a total of 270 individuals [HCC group, 90 patients; risk group (RG), 90 subjects; and control group, 90 subjects] were evaluated using enzyme-linked immunosorbent assay to identify the sGPC3 levels. In addition, immunohistochemical analysis of the GPC3 was performed on tissue samples from 50 patients with HCC to evaluate the expression of GPC3. sGPC3 level was found to be significantly increased in the HCC group compared with the RG and the control group, with the area under the curve=0.85 (P<0.001). sGPC3 was found to be significantly associated with hepatitis C virus status and cirrhosis (P<0.05). In addition, the tissue expression of GPC3 was associated with the serum AFP (sAFP) level. Finally, positive staining of GPC3 was observed when the sAFP level of the patient was >20 ng/ml. In conclusion, the results from the present study have supported that GPC3 may be a promising marker for HCC, and can be used as a diagnostic marker alongside AFP.
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Affiliation(s)
- Batchimeg Batbaatar
- Department of Molecular biology and Genetics, School of Bio Medicine, Mongolian National University of Medical Sciences, Ulaanbaatar 14210, Mongolia
- Institute of Medical Sciences, Mongolian National University of Medical Sciences, The Third Central Hospital, Ulaanbaatar 16081, Mongolia
| | | | - Odonchimeg Tuvshinsaikhan
- Institute of Medical Sciences, Mongolian National University of Medical Sciences, The Third Central Hospital, Ulaanbaatar 16081, Mongolia
| | - Nyam-Erdene Narmandakh
- Institute of Medical Sciences, Mongolian National University of Medical Sciences, The Third Central Hospital, Ulaanbaatar 16081, Mongolia
| | | | | | | | | | | | | | | | | | | | | | - Lkham Nyam-Osor
- National Cancer Center of Mongolia, Ulaanbaatar 13370, Mongolia
| | | | | | - Batkhishig Munkhjargal
- Institute of Medical Sciences, Mongolian National University of Medical Sciences, The Third Central Hospital, Ulaanbaatar 16081, Mongolia
| | - Tulgaa Lonjid
- Institute of Medical Sciences, Mongolian National University of Medical Sciences, The Third Central Hospital, Ulaanbaatar 16081, Mongolia
| | - Batbayar Khasbagana
- Institute of Biomedical Sciences, Mongolian National University of Medical Sciences, Ulaanbaatar 14210, Mongolia
| | - Munkhbat Batmunkh
- School of Medicine, International University of Health and Welfare, Narita, Chiba 286-8686, Japan
| | - Sarantuya Jav
- Department of Molecular biology and Genetics, School of Bio Medicine, Mongolian National University of Medical Sciences, Ulaanbaatar 14210, Mongolia
| | - Munkhbayar Semchin
- Institute of Medical Sciences, Mongolian National University of Medical Sciences, The Third Central Hospital, Ulaanbaatar 16081, Mongolia
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15
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Li H, Li J, Zhang Z, Yang Q, Du H, Dong Q, Guo Z, Yao J, Li S, Li D, Pang N, Li C, Zhang W, Zhou L. Digital Quantitative Detection for Heterogeneous Protein and mRNA Expression Patterns in Circulating Tumor Cells. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2025; 12:e2410120. [PMID: 39556692 PMCID: PMC11727120 DOI: 10.1002/advs.202410120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/22/2024] [Revised: 10/21/2024] [Indexed: 11/20/2024]
Abstract
Hepatocellular carcinoma (HCC) circulating tumor cells (CTCs) exhibit significant phenotypic heterogeneity and diverse gene expression profiles due to epithelial-mesenchymal transition (EMT). However, current detection methods lack the capacity for simultaneous quantification of multidimensional biomarkers, impeding a comprehensive understanding of tumor biology and dynamic changes. Here, the CTC Digital Simultaneous Cross-dimensional Output and Unified Tracking (d-SCOUT) technology is introduced, which enables simultaneous quantification and detailed interpretation of HCC transcriptional and phenotypic biomarkers. Based on self-developed multi-real-time digital PCR (MRT-dPCR) and algorithms, d-SCOUT allows for the unified quantification of Asialoglycoprotein Receptor (ASGPR), Glypican-3 (GPC-3), and Epithelial Cell Adhesion Molecule (EpCAM) proteins, as well as Programmed Death Ligand 1 (PD-L1), GPC-3, and EpCAM mRNA in HCC CTCs, with good sensitivity (LOD of 3.2 CTCs per mL of blood) and reproducibility (mean %CV = 1.80-6.05%). In a study of 99 clinical samples, molecular signatures derived from HCC CTCs demonstrated strong diagnostic potential (AUC = 0.950, sensitivity = 90.6%, specificity = 87.5%). Importantly, by integrating machine learning, d-SCOUT allows clustering of CTC characteristics at the mRNA and protein levels, mapping normalized heterogeneous 2D molecular profiles to assess HCC metastatic risk. Dynamic digital tracking of eight HCC patients undergoing different treatments visually illustrated the therapeutic effects, validating this technology's capability to quantify the treatment efficacy. CTC d-SCOUT enhances understanding of tumor biology and HCC management.
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MESH Headings
- Humans
- Neoplastic Cells, Circulating/metabolism
- Neoplastic Cells, Circulating/pathology
- Carcinoma, Hepatocellular/genetics
- Carcinoma, Hepatocellular/diagnosis
- Carcinoma, Hepatocellular/blood
- Carcinoma, Hepatocellular/metabolism
- Liver Neoplasms/genetics
- Liver Neoplasms/metabolism
- Liver Neoplasms/blood
- Liver Neoplasms/diagnosis
- Biomarkers, Tumor/genetics
- Biomarkers, Tumor/metabolism
- Biomarkers, Tumor/blood
- RNA, Messenger/genetics
- RNA, Messenger/metabolism
- Reproducibility of Results
- Epithelial Cell Adhesion Molecule/genetics
- Epithelial Cell Adhesion Molecule/metabolism
- Glypicans/genetics
- Glypicans/metabolism
- Male
- Real-Time Polymerase Chain Reaction/methods
- Female
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Affiliation(s)
- Hao Li
- Suzhou Institute of Biomedical Engineering and TechnologyChinese Academy of ScienceSuzhou215163China
- School of Biomedical Engineering (Suzhou)Division of Life Sciences and MedicineUniversity of Science and Technology of ChinaHefei230026China
| | - Jinze Li
- Suzhou Institute of Biomedical Engineering and TechnologyChinese Academy of ScienceSuzhou215163China
| | - Zhiqi Zhang
- Suzhou Institute of Biomedical Engineering and TechnologyChinese Academy of ScienceSuzhou215163China
| | - Qi Yang
- Suzhou Institute of Biomedical Engineering and TechnologyChinese Academy of ScienceSuzhou215163China
| | - Hong Du
- The Second Affiliated Hospital of Soochow UniversitySuzhou215000China
| | - Qiongzhu Dong
- Department of General SurgeryHuashan Hospital & Cancer Metastasis InstituteFudan UniversityShanghai200040China
| | - Zhen Guo
- Suzhou Institute of Biomedical Engineering and TechnologyChinese Academy of ScienceSuzhou215163China
- School of Biomedical Engineering (Suzhou)Division of Life Sciences and MedicineUniversity of Science and Technology of ChinaHefei230026China
| | - Jia Yao
- Suzhou Institute of Biomedical Engineering and TechnologyChinese Academy of ScienceSuzhou215163China
| | - Shuli Li
- Suzhou Institute of Biomedical Engineering and TechnologyChinese Academy of ScienceSuzhou215163China
| | - Dongshu Li
- Suzhou Institute of Biomedical Engineering and TechnologyChinese Academy of ScienceSuzhou215163China
- School of Biomedical Engineering (Suzhou)Division of Life Sciences and MedicineUniversity of Science and Technology of ChinaHefei230026China
| | - Nannan Pang
- Suzhou Institute of Biomedical Engineering and TechnologyChinese Academy of ScienceSuzhou215163China
| | - Chuanyu Li
- Suzhou Institute of Biomedical Engineering and TechnologyChinese Academy of ScienceSuzhou215163China
- School of Biomedical Engineering (Suzhou)Division of Life Sciences and MedicineUniversity of Science and Technology of ChinaHefei230026China
| | - Wei Zhang
- Suzhou Institute of Biomedical Engineering and TechnologyChinese Academy of ScienceSuzhou215163China
- School of Biomedical Engineering (Suzhou)Division of Life Sciences and MedicineUniversity of Science and Technology of ChinaHefei230026China
| | - Lianqun Zhou
- Suzhou Institute of Biomedical Engineering and TechnologyChinese Academy of ScienceSuzhou215163China
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Dai H, Xiao Y, Fu C, Grimm R, von Busch H, Stieltjes B, Choi MH, Xu Z, Chabin G, Yang C, Zeng M. Deep Learning-Based Approach for Identifying and Measuring Focal Liver Lesions on Contrast-Enhanced MRI. J Magn Reson Imaging 2025; 61:111-120. [PMID: 38826142 DOI: 10.1002/jmri.29404] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Revised: 04/12/2024] [Accepted: 04/12/2024] [Indexed: 06/04/2024] Open
Abstract
BACKGROUND The number of focal liver lesions (FLLs) detected by imaging has increased worldwide, highlighting the need to develop a robust, objective system for automatically detecting FLLs. PURPOSE To assess the performance of the deep learning-based artificial intelligence (AI) software in identifying and measuring lesions on contrast-enhanced magnetic resonance imaging (MRI) images in patients with FLLs. STUDY TYPE Retrospective. SUBJECTS 395 patients with 1149 FLLs. FIELD STRENGTH/SEQUENCE The 1.5 T and 3 T scanners, including T1-, T2-, diffusion-weighted imaging, in/out-phase imaging, and dynamic contrast-enhanced imaging. ASSESSMENT The diagnostic performance of AI, radiologist, and their combination was compared. Using 20 mm as the cut-off value, the lesions were divided into two groups, and then divided into four subgroups: <10, 10-20, 20-40, and ≥40 mm, to evaluate the sensitivity of radiologists and AI in the detection of lesions of different sizes. We compared the pathologic sizes of 122 surgically resected lesions with measurements obtained using AI and those made by radiologists. STATISTICAL TESTS McNemar test, Bland-Altman analyses, Friedman test, Pearson's chi-squared test, Fisher's exact test, Dice coefficient, and intraclass correlation coefficients. A P-value <0.05 was considered statistically significant. RESULTS The average Dice coefficient of AI in segmentation of liver lesions was 0.62. The combination of AI and radiologist outperformed the radiologist alone, with a significantly higher detection rate (0.894 vs. 0.825) and sensitivity (0.883 vs. 0.806). The AI showed significantly sensitivity than radiologists in detecting all lesions <20 mm (0.848 vs. 0.788). Both AI and radiologists achieved excellent detection performance for lesions ≥20 mm (0.867 vs. 0.881, P = 0.671). A remarkable agreement existed in the average tumor sizes among the three measurements (P = 0.174). DATA CONCLUSION AI software based on deep learning exhibited practical value in automatically identifying and measuring liver lesions. LEVEL OF EVIDENCE: 4 TECHNICAL EFFICACY Stage 2.
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Affiliation(s)
- Haoran Dai
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yuyao Xiao
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Caixia Fu
- MR Application Development, Siemens Shenzhen Magnetic Resonance Ltd., Shenzhen, China
| | - Robert Grimm
- MR Predevelopment, Siemens Healthineers AG, Erlangen, Germany
| | - Heinrich von Busch
- Innovation Owner Artificial Intelligence for Oncology, Siemens Healthineers AG, Erlangen, Germany
| | | | - Moon Hyung Choi
- Eunpyeong St. Mary's Hospital, The Catholic University of Korea, Seoul, Republic of Korea
| | - Zhoubing Xu
- Technology Excellence, Digital Technology and Innovation, Siemens Healthineers, Princeton, New Jersey, USA
| | - Guillaume Chabin
- Technology Excellence, Digital Technology and Innovation, Siemens Healthecare SAS, Paris, France
| | - Chun Yang
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Mengsu Zeng
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, China
- Shanghai Institute of Medical Imaging, Shanghai, China
- Department of Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
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Kierans AS, Aguirre DA, Krishan S, Lee JM, Ronot M, Wang J, Hecht EM. International perspectives on LI-RADS. Abdom Radiol (NY) 2024:10.1007/s00261-024-04729-3. [PMID: 39699666 DOI: 10.1007/s00261-024-04729-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2024] [Revised: 11/25/2024] [Accepted: 11/26/2024] [Indexed: 12/20/2024]
Abstract
Given the crucial role of imaging in HCC diagnosis, LI-RADS CT/MRI was developed to standardize the imaging interpretation and reporting of HCC in patients at risk for HCC and categorize hepatic observations on an ordinal scale according to the likelihood of HCC. LI-RADS has since been expanded to include 5 algorithms: LI-RADS US Surveillance, contrast-enhanced US (CEUS) LI-RADS, LI-RADS CT/MRI, and LI-RADS Treatment Response Assessment. LI-RADS has been adopted broadly in North America, however with less ubiquitous adoption outside of North America. Further elucidation of the perceived strengths and weakness of the LI-RADS algorithm, as it pertains to various geographic regions, will continue to inform a future system that may be more readily adopted globally. Therefore, the aim of this article is to summarize HCC risk factors and imaging guidelines in select geographically disparate regions, and to solicit feedback from liver imaging experts on the limitations and barriers to adoption of LI-RADS algorithms in their patient populations.
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Affiliation(s)
| | | | | | - Jeong Min Lee
- Seoul National University Hospital, Seoul, Republic of Korea
| | | | - Jin Wang
- Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
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Cai M, Liang L, Zhang J, Chen N, Huang W, Guo Y, Hong X, Lin L, Liu Y, Dan C, Deng H, Liu X, Zhou J, Chen Y, Chen H, Zhu K. Lenvatinib plus drug-eluting bead transarterial chemoembolization with/without hepatic arterial infusion chemotherapy for hepatocellular carcinoma larger than 7 cm with major portal vein tumor thrombosis: a multicenter retrospective cohort study. Int J Surg 2024; 110:7860-7870. [PMID: 38869974 PMCID: PMC11634077 DOI: 10.1097/js9.0000000000001819] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Accepted: 05/19/2024] [Indexed: 06/15/2024]
Abstract
BACKGROUND The management of hepatocellular carcinoma (HCC) with high tumor burden and major portal vein tumor thrombosis (PVTT) remains a great challenge. The authors aimed to investigate the efficacy and safety of lenvatinib plus drug-eluting bead transarterial chemoembolization (DEB-TACE) and hepatic arterial infusion chemotherapy (HAIC) with oxaliplatin, fluorouracil and leucovorin (Len+DEB-TACE+HAIC) versus lenvatinib plus DEB-TACE (Len+DEB-TACE) for HCC greater than 7.0 cm accompanied with major PVTT. MATERIALS AND METHODS This multicenter retrospective cohort study evaluated consecutive patients with HCC (> 7.0 cm) and major PVTT who received Len+DEB-TACE+HAIC (Len+DEB-TACE+HAIC group) or Len+DEB-TACE (Len+DEB-TACE group) between July 2019 and June 2021 from eight institutions in China. Objective response rate (ORR), time to progression (TTP), overall survival (OS), and treatment-related adverse events (TRAEs) were compared between the two groups by propensity score matching (PSM). RESULTS A total of 205 patients were included. After PSM, 85-paired patients remained in the study cohorts. Patients in the Len+DEB-TACE+HAIC group had higher ORR (61.2% vs. 34.1%, P < 0.001), longer TTP (median, 9.8 vs. 5.9 months, P < 0.001), and prolonged OS (median, 16.7 vs. 12.5 months, P < 0.001) than those in the Len+DEB-TACE group. The ORR and TTP of both intrahepatic tumor (ORR: 64.7% vs. 36.5%, P < 0.001; median TTP: 10.7 vs. 7.0 months, P < 0.001) and PVTT (ORR: 74.1% vs. 47.1%, P < 0.001; median TTP: 17.4 vs. 7.6 months, P < 0.001) were better in the Len+DEB-TACE+HAIC group than the Len+DEB-TACE group. The frequency of grade 3-4 TRAEs in the Len+DEB-TACE+HAIC group were comparable to those in the Len+DEB-TACE group (38.8% vs. 34.1%, P = 0.524). CONCLUSION The addition of HAIC to Len+DEB-TACE significantly improved ORR, TTP, and OS over Len+DEB-TACE with an acceptable safety profile for large HCC with major PVTT.
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Affiliation(s)
- Mingyue Cai
- Department of Minimally Invasive Interventional Radiology, The Second Affiliated Hospital of Guangzhou Medical University
| | - Licong Liang
- Department of Minimally Invasive Interventional Radiology, The Second Affiliated Hospital of Guangzhou Medical University
| | - Jian Zhang
- Department of Interventional Medicine, Zhongshan City People’s Hospital, Zhongshan
| | - Nianping Chen
- Department of Hepatobiliary and Pancreatic Surgery, Affiliate Hospital of Guangdong Medical University, Zhanjiang
| | - Wensou Huang
- Department of Minimally Invasive Interventional Radiology, The Second Affiliated Hospital of Guangzhou Medical University
| | - Yongjian Guo
- Department of Minimally Invasive Interventional Radiology, The Second Affiliated Hospital of Guangzhou Medical University
| | - Xiaotao Hong
- Department II of Oncology, Jieyang People’s Hospital, Jieyang
| | - Liteng Lin
- Department of Minimally Invasive Interventional Radiology, The Second Affiliated Hospital of Guangzhou Medical University
| | - Yaohong Liu
- Department of Vascular and Interventional Radiology, Huizhou Municipal Central Hospital, Huizhou
| | - Cao Dan
- Department of General Surgery, Guangzhou Development District Hospital, Guangzhou
| | - Haihui Deng
- Department of Interventional Radiology, Shenzhen Traditional Chinese Medicine Hospital, Shenzhen
| | - Xiaoguang Liu
- Department of Hepatobiliary and Pancreatic Surgery, Affiliate Hospital of Guangdong Medical University, Zhanjiang
| | - Jingwen Zhou
- Department of Minimally Invasive Interventional Radiology, The Second Affiliated Hospital of Guangzhou Medical University
| | - Ye Chen
- Department of Minimally Invasive Interventional Radiology, The Second Affiliated Hospital of Guangzhou Medical University
| | - Huanwei Chen
- Department of Hepatopancreatic Surgery, the First People’s Hospital of Foshan, Foshan, China
| | - Kangshun Zhu
- Department of Minimally Invasive Interventional Radiology, The Second Affiliated Hospital of Guangzhou Medical University
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Wan T, Gan X, Xiong W. Efficacy and safety of hepatic arterial infusion chemotherapy combined with donafenib in the treatment of unresectable hepatocellular carcinoma. Asia Pac J Clin Oncol 2024; 20:747-753. [PMID: 39183450 DOI: 10.1111/ajco.14105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Revised: 05/20/2024] [Accepted: 07/26/2024] [Indexed: 08/27/2024]
Abstract
OBJECTIVE This study aimed at ascertaining the efficacy and safety of hepatic arterial infusion chemotherapy (HAIC) combined with donafenib versus HAIC alone in the treatment of unresectable hepatocellular carcinoma (HCC). METHODS Seventy HCC patients were enrolled for our study, and they were randomized by simple randomization using computer-generated random numbers into two groups: control group and observation group. Regular follow-up reviews were conducted to assess the efficacy of treatments. The levels of apoptotic factors, the levels of hepatic fibrosis indices, the levels of serum tumor vascular factors and tumor markers, and the occurrence of adverse reactions in the two groups were recorded and compared. RESULTS Disease control rate, objective response rate, and progression-free survival (PFS) of patients in the observation group were higher in contrast to the control group. After 12 weeks of treatment, lower mRNA expression of c-mesenchymal-epithelial transition factor, telomerase, and Fas Ligand and higher mRNA expression of Fas and Caspase-3 were observed in HCC tissues of the observation group versus the control group (p < 0.05); lower detection values of serum laminin, hyaluronic acid, collage type IV, vascular endothelial growth factor receptor 2, and alpha-fetal protein (AFP) were noted in HCC patients of the observation group in comparison to the control group (p < 0.05); there was no difference in the incidence of adverse reactions between the two groups. CONCLUSION Donafenib combined with HAIC in the treatment of unresectable HCC patients can notably reduce serum AFP levels, improve hepatic fibrosis, enhance short-term efficacy, prolong PFS, and have a favorable safety profile.
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Affiliation(s)
- Tao Wan
- Department of Oncology, Chengdu Fifth People's Hospital, Chengdu, Sichuan, China
| | - Xueqin Gan
- Department of Laboratory, Chengdu Fifth People's Hospital, Chengdu, Sichuan, China
| | - Weijie Xiong
- Department of Oncology, Chengdu Fifth People's Hospital, Chengdu, Sichuan, China
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20
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Song X, Cai R, Wang L, Ding F, Ni H. A case report of a patient with stage IIIa hepatocellular carcinoma complicated by early gastric cancer. Front Oncol 2024; 14:1440171. [PMID: 39655079 PMCID: PMC11625782 DOI: 10.3389/fonc.2024.1440171] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2024] [Accepted: 11/04/2024] [Indexed: 12/12/2024] Open
Abstract
We report a case of patient with Stage IIIa Hepatocellular Carcinoma Complicated by Early Gastric Cancer. Although Stage IIIa liver cancer can be treated with surgery, the overall prognosis of surgery is not ideal. Alternatively, conversion therapy is reported with different effectiveness towards stage IIIa liver cancer. Herein, this study shared the successful conversion of a patient with stage IIIa liver cancer and with early gastric cancer at Lanzhou University First Hospital, which is hoped to engage clinicians in evaluation and discussion.
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Affiliation(s)
- Xiaojing Song
- General Surgery Department of Lanzhou University First Hospital, No.1, Chengguan, Lanzhou, Gansu, China
| | - Rangji Cai
- Internal Medicine Department, Luqu County Tibetan Hospital, Luqu County, Gansu, China
| | - Lili Wang
- Imaging Department of Lanzhou University First Hospital, No.1, Chengguan, Lanzhou, Gansu, China
| | - Fanghui Ding
- General Surgery Department of Lanzhou University First Hospital, No.1, Chengguan, Lanzhou, Gansu, China
| | - Haixu Ni
- General Surgery Department of Lanzhou University First Hospital, No.1, Chengguan, Lanzhou, Gansu, China
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21
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Guo T, Zhang S, Zeng W, Liang Y, Xie J, Liu S, Qiu Y, Fu Y, Ou Y, Ma K, Wang B, Gu W, Duan Y. Isolation and identification of patient-derived liver cancer stem cells and development of personalized treatment strategies. J Transl Med 2024; 22:1036. [PMID: 39558364 PMCID: PMC11575129 DOI: 10.1186/s12967-024-05870-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2024] [Accepted: 11/10/2024] [Indexed: 11/20/2024] Open
Abstract
BACKGROUND Liver cancer stem cells (LCSCs) are thought to drive the metastasis and recurrence, however, the heterogeneity of molecular markers of LCSCs has hindered the development of effective methods to isolate them. METHODS This study introduced an effective approach to isolate and culture LCSCs from human primary liver cancer (HPLC), leveraging mouse embryonic fibroblasts (MEFs) as feeder cells in conjunction with using defined medium. Isolated LCSCs were further characterized by multiple approaches. Transcriptome sequencing data analysis was conducted to identify highly expressed genes in LCSCs and classify different subtypes of liver cancers. RESULTS Total sixteen cell strains were directly isolated from 24 tissues of three types of HPLC without sorting, seven of which could be maintained long-term culture as colony growth on MEFs, which is unique characteristics of stem cells. Even 10 of cloned cells formed the tumors in immunodeficient mice, indicating that those cloned cells were tumorgenic. The histologies and gene expression pattern of human xenografts were very similar to those of HPLC where these cloned cells were isolated. Moreover, putative markers of LCSCs were further verified to all express in cloned cells, confirming that these cells were LCSCs. These cloned LCSCs could be cryopreserved, and still maintained the feature of colony growth on MEFs after the recovery. Compared to suspension culture as conventional approach to culture LCSCs, our approach much better maintained stemness of LCSCs for a long time. To date, these cloned cells could be cultured on MEFs over 12 passages. Moreover, bioinformatics analysis of sequencing data revealed the gene expression profiles in LCSCs, and liver cancers were classified into two subtypes C1 and C2 based on genes associated with the prognosis of LCSCs. Patients of the C2 subtype, which is closely related to the extracellular matrix, were found to be sensitive to treatments such as Cisplatin, Axitinib, JAK1 inhibitors, WNT-c59, Sorafenib, and RO-3306. CONCLUSION In summary, this effective approach offers new insights into the molecular landscape of human liver cancers, and the identification of the C2 subtype and its unique response to the treatment pave the way for the creation of more effective, personalized therapeutic strategies.
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Affiliation(s)
- Tingting Guo
- Laboratory of Stem Cells and Translational Medicine, Institute for Medical Research, The Second Affiliated Hospital, School of Medicine, South China University of Technology, Guangzhou, 510006, China
- Laboratory of Stem cells and Translational Medicine, Institutes for Life Sciences, School of Medicine, South China University of Technology, Guangzhou, 510006, P.R. China
| | - Shuai Zhang
- Department of Gastroenterology and Hepatology, Guangzhou Digestive Disease Center, Guangzhou First People's Hospital, Guangzhou, 510180, P.R. China
| | - Weiping Zeng
- Laboratory of Stem cells and Translational Medicine, Institutes for Life Sciences, School of Medicine, South China University of Technology, Guangzhou, 510006, P.R. China
| | - Yan Liang
- Laboratory of Stem cells and Translational Medicine, Institutes for Life Sciences, School of Medicine, South China University of Technology, Guangzhou, 510006, P.R. China
| | - Jinghe Xie
- School of Biomedical Sciences and Engineering, Guangzhou International Campus, South China University of Technology, Guangzhou, 510006, P.R. China
| | - ShouPei Liu
- Laboratory of Stem Cells and Translational Medicine, Institute for Medical Research, The Second Affiliated Hospital, School of Medicine, South China University of Technology, Guangzhou, 510006, China
- Laboratory of Stem cells and Translational Medicine, Institutes for Life Sciences, School of Medicine, South China University of Technology, Guangzhou, 510006, P.R. China
| | - Yaqi Qiu
- Laboratory of Stem cells and Translational Medicine, Institutes for Life Sciences, School of Medicine, South China University of Technology, Guangzhou, 510006, P.R. China
| | - Yingjie Fu
- Laboratory of Stem Cells and Translational Medicine, Institute for Medical Research, The Second Affiliated Hospital, School of Medicine, South China University of Technology, Guangzhou, 510006, China
- Laboratory of Stem cells and Translational Medicine, Institutes for Life Sciences, School of Medicine, South China University of Technology, Guangzhou, 510006, P.R. China
| | - Yimeng Ou
- Department of General Surgery, The First Affiliated Hospital of Guangdong Pharmaceutical University, Guangzhou, 510699, P.R. China
| | - Keqiang Ma
- Department of Hepatobiliary Pancreatic Surgery, Huadu District People's Hospital of Guangzhou, Guangzhou, 510800, P.R. China
| | - Bailin Wang
- Department of General Surgery, Guangzhou Red Cross Hospital, Jinan University, Guangzhou, 510220, P.R. China
| | - Weili Gu
- Department of Gastroenterology and Hepatology, Guangzhou Digestive Disease Center, Guangzhou First People's Hospital, Guangzhou, 510180, P.R. China.
- Department of Gastroenterology and Hepatology Guangzhou Digestive Disease Center, Guangzhou First People's Hospital, No.1 Panfu Road, Guangzhou, 510180, P.R. China.
| | - Yuyou Duan
- Laboratory of Stem Cells and Translational Medicine, Institute for Medical Research, The Second Affiliated Hospital, School of Medicine, South China University of Technology, Guangzhou, 510006, China.
- Laboratory of Stem cells and Translational Medicine, Institutes for Life Sciences, School of Medicine, South China University of Technology, Guangzhou, 510006, P.R. China.
- National Engineering Research Center for Tissue Restoration and Reconstruction, South China University of Technology, Guangzhou, 510006, China.
- The Innovation Centre of Ministry of Education for Development and Diseases, The Second Affiliated Hospital, School of Medicine, South China University of Technology, Guangzhou, 510006, China.
- Laboratory of Stem Cells and Translational Medicine, Institute for Clinical Medicine, The Second Affiliation Hospital, School of Medicine, South China University of Technology, No.10 Huanyu Erlu, 9th Floor, Guangzhou, 510180, P.R. China.
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22
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Duan X, Li H, Kuang D, Chen P, Zhang M, Li T, Jiao D, Li Y, He X, Xing C, Wang H, Liu Y, Xie L, Zhang S, Zhang Q, Zhu P, Chang Y, Xie J, Ren J, Han X. Comparison of drug-eluting bead transarterial chemoembolization combined with apatinib versus drug-eluting bead transarterial chemoembolization for the treatment of unresectable hepatocellular carcinoma: a randomized, prospective, multicenter phase III trial. Signal Transduct Target Ther 2024; 9:304. [PMID: 39532849 PMCID: PMC11557926 DOI: 10.1038/s41392-024-02012-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2024] [Revised: 09/28/2024] [Accepted: 10/14/2024] [Indexed: 11/16/2024] Open
Abstract
This randomized, prospective, multicenter (12 centers in China) phase III trial (Chinese Clinical Trial Registry #ChiCTR2000041170) compared drug-eluting bead transarterial chemoembolization (DEB-TACE) combined with apatinib and DEB-TACE monotherapy for patients with unresectable hepatocellular carcinoma (uHCC). Progression-free survival (PFS) was the primary endpoint. Overall survival (OS), mRECIST-based objective response rates (ORR) and disease control rates (DCR), and treatment-related adverse events (TRAEs) were secondary endpoints. Totally 243 cases were randomized, with 122 and 121 in the DEB-TACE + apatinib and DEB-TACE groups, respectively. Cases administered DEB-TACE + apatinib displayed markedly improved median PFS (7.1 months [95%CI 6.6-8.3] vs. 5.2 months [95%CI 5.0-5.9]) and OS (23.3 months [95%CI 20.7-29.6] vs. 18.9 months [95%CI 17.9-20.1] compared with those treated with DEB-TACE (both p < 0.001). Additionally, patients administered DEB-TACE + apatinib had elevated ORR (56.6% vs. 38.8%) and DCR (89.3% vs. 80.2%) versus the DEB-TACE group (both p < 0.001). Majority of TRAEs were mild and manageable. Regarding DEB-TACE-related TRAEs, the rates of hepatic artery thinning and spasms were elevated during the second DEB-TACE in cases administered DEB-TACE + apatinib vs. DEB-TACE. The commonest apatinib-related TRAEs in the DEB-TACE + apatinib group included hypertension, hand-foot syndrome, fatigue, and diarrhea. In conclusion, DEB-TACE plus apatinib demonstrates superior PFS versus DEB-TACE monotherapy in uHCC cases, maintaining a favorable safety profile with similar occurrences of AEs.
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Affiliation(s)
- Xuhua Duan
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Hao Li
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Donglin Kuang
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Pengfei Chen
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Mengfan Zhang
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Tengfei Li
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Dechao Jiao
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Yanliang Li
- Department of Interventional and Oncology, Dengzhou People's Hospital, Nanyang, Henan, China
| | - Xiang He
- Department of Medical Imaging, Huaihe Hospital of Henan University, Kaifeng, Henan, China
| | - Cheng Xing
- Department of Interventional Radiology, Zhoukou Central Hospital, Zhoukou, Henan, China
| | - Haibo Wang
- Department of Interventional Radiology, Zhengzhou Central Hospital, Zhengzhou, Henan, China
| | - Yaoxian Liu
- Department of Interventional Radiology, Luohe Central Hospital, Luohe, Henan, China
| | - Limin Xie
- Department of Interventional Radiology, Shangqiu First People's Hospital, Shangqiu, Henan, China
| | - Shixi Zhang
- Department of Infection, Shangqiu Municipal Hospital, Shangqiu, Henan, China
| | - Qiang Zhang
- Department of Interventional Radiology, Anyang District Hospital, Anyang, Henan, China
| | - Peixin Zhu
- Department of Interventional Radiology, General Hospital of Pingmei Shenma Group, Pingdingshan, Henan, China
| | - Yongchuang Chang
- Department of Interventional Radiology, The People's Hospital of Anyang city, Anyang, Henan, China
| | - Jichen Xie
- Department of Interventional Radiology, The Fifth People's Hospital of Puyang City, Puyang, Henan, China
| | - Jianzhuang Ren
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.
| | - Xinwei Han
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.
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Qiao JH, Wang Y, Fu CX, Yang JD, Takemura N, Zheng WH. Complete response and long-term survival after short-course camrelizumab plus apatinib, hepatic arterial infusion chemotherapy, and transarterial chemoembolization in large and advanced hepatocellular carcinoma: a case report. J Gastrointest Oncol 2024; 15:2323-2329. [PMID: 39554580 PMCID: PMC11565113 DOI: 10.21037/jgo-24-613] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2024] [Accepted: 09/14/2024] [Indexed: 11/19/2024] Open
Abstract
Background In China, transarterial chemoembolization (TACE) and systemic therapy are the primary treatment for patients with advanced hepatocellular carcinoma (HCC). Hepatic arterial infusion chemotherapy (HAIC) is more effective than TACE in treating large HCC (largest diameter ≥7 cm) without macrovascular invasion or extrahepatic spread. Additionally, HAIC in combination with camrelizumab and apatinib has shown promising efficacy and safety in the Barcelona Clinic Liver Cancer stage C (BCLC-C) HCC. The efficacy and safety of the modality of HAIC followed by TACE combined with camrelizumab and apatinib for the treatment of large HCC remains unknown. We present the first case of long-term survival after short-course HAIC followed by TACE combined with camrelizumab and apatinib in large HCC. Case Description In April 2020, a 50-year-old Chinese woman was diagnosed with BCLC-C HCC. Magnetic resonance imaging (MRI) showed intrahepatic lesions involving the right and left lobes, with a total lesion size of 19 cm × 9 cm. After 3 cycles of HAIC with oxaliplatin, fluorouracil, and leucovorin (HAIC-FOLFOX) plus camrelizumab and apatinib, followed by 2 cycles of TACE plus camrelizumab and apatinib, the efficacy was evaluated as a partial response (PR), with a total lesion size of 6.7 cm × 4.6 cm. The patient continued to take apatinib orally for 1.5 months after the last cycle of TACE but discontinued any antitumor therapy for financial reasons. Subsequent imaging consultation showed an efficacy evaluation of complete response (CR) per the modified Response Evaluation Criteria in Solid Tumors (mRECIST). The patient did not experience any serious adverse events during treatment. As of September 2024, the patient's progression-free survival (PFS) has reached 53 months. Conclusions The treatment modality of short-course HAIC followed by TACE combined with camrelizumab and apatinib for large HCC is safe and effective, and long-term survival may be expected in patients who achieve a CR.
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Affiliation(s)
- Jin-Han Qiao
- Department of Interventional Therapy, Liaoning Cancer Hospital & Institute, Shenyang, China
| | - Ying Wang
- Department of Interventional Therapy, Liaoning Cancer Hospital & Institute, Shenyang, China
| | - Chen-Xuan Fu
- Department of Interventional Therapy, Liaoning Cancer Hospital & Institute, Shenyang, China
| | - Ju Dong Yang
- Karsh Division of Gastroenterology and Hepatology, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Nobuyuki Takemura
- Department of Hepato-Biliary-Pancreatic Surgery and Pediatric Surgery, Saitama Medical Center, Saitama Medical University, Saitama, Japan
| | - Wen-Heng Zheng
- Department of Interventional Therapy, Liaoning Cancer Hospital & Institute, Shenyang, China
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Yan Q, Wang FJ, He JW, Hu JY, Lai ECH, Chen HW. Trans-arterial chemo-emobilization (TACE) combined with laparoscopic portal vein ligation and terminal branches portal vein embolization for hepatocellular carcinoma: a novel conversion strategy. J Gastrointest Oncol 2024; 15:2178-2186. [PMID: 39554589 PMCID: PMC11565116 DOI: 10.21037/jgo-24-507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2024] [Accepted: 09/23/2024] [Indexed: 11/19/2024] Open
Abstract
Background Hepatocellular carcinoma (HCC) is currently one of the most common malignant tumors with the highest mortality rates in the world. Most patients with HCC have lost the opportunity for surgery at the time of initial diagnosis. This study aims to introduce a new conversion strategy: trans-arterial chemo-emobilization (TACE) combined with laparoscopic portal vein ligation (PVL) and terminal branches portal vein embolization (PVE). Methods From November 2018 to February 2023, patients with HCC and insufficient future liver remnant (FLR) were included for this novel treatment strategy. At first, TACE was performed. Then, these patients underwent laparoscopic PVL and terminal branches PVE. After hypertrophy of FLR, these patients underwent the second stage of liver resection. All patients were followed up regularly postoperatively. Results A total of 13 patients with HCC were included. All patients underwent the TACE and the first stage of laparoscopic PVL and terminal branches PVE. After a mean of 28.7 days after the first stage of operation, the FLR increased by a mean of 183.4 cm3, equivalent to 49%. All patients underwent the second stage of liver resection. There was no surgical mortality. The mean postoperative hospital stay was 9.1 days. The median survival was 24.5 months. Conclusions The treatment strategy of preoperative TACE combined with laparoscopic PVL and terminal branches PVE and second stage of liver resection is a preliminarily feasible and relatively safe new strategy which deserves further exploration in the future.
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Affiliation(s)
- Qing Yan
- Department of Hepatic Surgery, First People’s Hospital of Foshan, Foshan, China
| | - Feng-Jie Wang
- Department of Hepatic Surgery, First People’s Hospital of Foshan, Foshan, China
| | - Jia-Wei He
- Department of Radiology, First People’s Hospital of Foshan, Foshan, China
| | - Jian-Yuan Hu
- Department of Hepatic Surgery, First People’s Hospital of Foshan, Foshan, China
| | - Eric C. H. Lai
- Department of Surgery, Pamela Youde Nethersole Eastern Hospital, Hong Kong SAR, China
| | - Huan-Wei Chen
- Department of Hepatic Surgery, First People’s Hospital of Foshan, Foshan, China
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Dadzie AK, Iddir SP, Abtahi M, Ebrahimi B, Le D, Ganesh S, Son T, Heiferman MJ, Yao X. Colour fusion effect on deep learning classification of uveal melanoma. Eye (Lond) 2024; 38:2781-2787. [PMID: 38773261 PMCID: PMC11427558 DOI: 10.1038/s41433-024-03148-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Revised: 04/23/2024] [Accepted: 05/10/2024] [Indexed: 05/23/2024] Open
Abstract
BACKGROUND Reliable differentiation of uveal melanoma and choroidal nevi is crucial to guide appropriate treatment, preventing unnecessary procedures for benign lesions and ensuring timely treatment for potentially malignant cases. The purpose of this study is to validate deep learning classification of uveal melanoma and choroidal nevi, and to evaluate the effect of colour fusion options on the classification performance. METHODS A total of 798 ultra-widefield retinal images of 438 patients were included in this retrospective study, comprising 157 patients diagnosed with UM and 281 patients diagnosed with choroidal naevus. Colour fusion options, including early fusion, intermediate fusion and late fusion, were tested for deep learning image classification with a convolutional neural network (CNN). F1-score, accuracy and the area under the curve (AUC) of a receiver operating characteristic (ROC) were used to evaluate the classification performance. RESULTS Colour fusion options were observed to affect the deep learning performance significantly. For single-colour learning, the red colour image was observed to have superior performance compared to green and blue channels. For multi-colour learning, the intermediate fusion is better than early and late fusion options. CONCLUSION Deep learning is a promising approach for automated classification of uveal melanoma and choroidal nevi. Colour fusion options can significantly affect the classification performance.
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Affiliation(s)
- Albert K Dadzie
- Department of Biomedical Engineering, University of Illinois Chicago, Chicago, IL, 60607, USA
| | - Sabrina P Iddir
- Department of Ophthalmology and Visual Sciences, University of Illinois Chicago, Chicago, IL, 60612, USA
| | - Mansour Abtahi
- Department of Biomedical Engineering, University of Illinois Chicago, Chicago, IL, 60607, USA
| | - Behrouz Ebrahimi
- Department of Biomedical Engineering, University of Illinois Chicago, Chicago, IL, 60607, USA
| | - David Le
- Department of Biomedical Engineering, University of Illinois Chicago, Chicago, IL, 60607, USA
| | - Sanjay Ganesh
- Department of Ophthalmology and Visual Sciences, University of Illinois Chicago, Chicago, IL, 60612, USA
| | - Taeyoon Son
- Department of Biomedical Engineering, University of Illinois Chicago, Chicago, IL, 60607, USA
| | - Michael J Heiferman
- Department of Ophthalmology and Visual Sciences, University of Illinois Chicago, Chicago, IL, 60612, USA.
| | - Xincheng Yao
- Department of Biomedical Engineering, University of Illinois Chicago, Chicago, IL, 60607, USA.
- Department of Ophthalmology and Visual Sciences, University of Illinois Chicago, Chicago, IL, 60612, USA.
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Zhu Y, Wang AD, Gu LL, Dai QQ, Zheng GQ, Chen T, Wu CL, Jia WD, Zhang FB. A nomogram model for early recurrence of HBV-related hepatocellular carcinomas after radical hepatectomy. Front Endocrinol (Lausanne) 2024; 15:1374245. [PMID: 39286273 PMCID: PMC11402705 DOI: 10.3389/fendo.2024.1374245] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Accepted: 08/16/2024] [Indexed: 09/19/2024] Open
Abstract
Background To identify the risk factors and construct a predictive model for early recurrence of hepatitis B virus(HBV-)- related hepatocellular carcinomas(HCCs) after radical resection. Data and methods A total of 465 HBV-related HCC patients underwent radical resections between January 1, 2012 and August 31, 2018.Their data were collected through the inpatient information management system of the First Affiliated Hospital of University of Science and Technology of China. Survival and subgroup analyses of early recurrence among male and female patients were performed using Kaplan-Meier curves. The independent risk factors associated with early postoperative tumor recurrence were analyzed using multivariate Cox proportional hazards regression model. Based on these independent risk factors, a risk function model for early recurrence was fitted, and a column chart for the prediction model was drawn for internal and external validation. Results A total of 181 patients developed early recurrences, including 156 males and 25 females. There was no difference in the early recurrence rates between males and females. Tumor diameters>5cm, microvascular invasion and albumin level<35 g/L were independent risk factors for early recurrence. A nomogram for the early recurrence prediction model was drawn; the areas under the curve for the model and for external verification were 0.638 and 0.655, respectively. Conclusion Tumor diameter>5 cm, microvascular invasion, and albumin level<35 g/L were independent risk factors for early recurrence. The prediction model based on three clinical indicators could predict early recurrence, with good discrimination, calibration, and extrapolation.
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Affiliation(s)
- Yu Zhu
- Department of Hepatopancreatobiliary Surgery, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Taizhou, China
- Division of Liver Surgery, The First Affiliated Hospital of University of Science and Technology of China (USTC), Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China
- Department of Hepatopancreatobiliary Surgery, Enze Hospital of Taizhou, Taizhou, China
| | - Ai-Dong Wang
- Department of Hepatopancreatobiliary Surgery, Enze Hospital of Taizhou, Taizhou, China
| | - Ling-Ling Gu
- Department of Hepatopancreatobiliary Surgery, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Taizhou, China
| | - Qi-Qiang Dai
- Department of Hepatopancreatobiliary Surgery, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Taizhou, China
| | - Guo-Qun Zheng
- Department of Hepatopancreatobiliary Surgery, Enze Hospital of Taizhou, Taizhou, China
| | - Ting Chen
- Department of Hepatopancreatobiliary Surgery, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Taizhou, China
| | - Chun-Long Wu
- Department of Hepatopancreatobiliary Surgery, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Taizhou, China
| | - Wei-Dong Jia
- Division of Liver Surgery, The First Affiliated Hospital of University of Science and Technology of China (USTC), Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China
| | - Fa-Biao Zhang
- Department of Hepatopancreatobiliary Surgery, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Taizhou, China
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Ding GY, Tan WM, Lin YP, Ling Y, Huang W, Zhang S, Shi JY, Luo RK, Ji Y, Wang XY, Zhou J, Fan J, Cai MY, Yan B, Gao Q. Mining the interpretable prognostic features from pathological image of intrahepatic cholangiocarcinoma using multi-modal deep learning. BMC Med 2024; 22:282. [PMID: 38972973 PMCID: PMC11229270 DOI: 10.1186/s12916-024-03482-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Accepted: 06/13/2024] [Indexed: 07/09/2024] Open
Abstract
BACKGROUND The advances in deep learning-based pathological image analysis have invoked tremendous insights into cancer prognostication. Still, lack of interpretability remains a significant barrier to clinical application. METHODS We established an integrative prognostic neural network for intrahepatic cholangiocarcinoma (iCCA), towards a comprehensive evaluation of both architectural and fine-grained information from whole-slide images. Then, leveraging on multi-modal data, we conducted extensive interrogative approaches to the models, to extract and visualize the morphological features that most correlated with clinical outcome and underlying molecular alterations. RESULTS The models were developed and optimized on 373 iCCA patients from our center and demonstrated consistent accuracy and robustness on both internal (n = 213) and external (n = 168) cohorts. The occlusion sensitivity map revealed that the distribution of tertiary lymphoid structures, the geometric traits of the invasive margin, the relative composition of tumor parenchyma and stroma, the extent of necrosis, the presence of the disseminated foci, and the tumor-adjacent micro-vessels were the determining architectural features that impacted on prognosis. Quantifiable morphological vector extracted by CellProfiler demonstrated that tumor nuclei from high-risk patients exhibited significant larger size, more distorted shape, with less prominent nuclear envelope and textural contrast. The multi-omics data (n = 187) further revealed key molecular alterations left morphological imprints that could be attended by the network, including glycolysis, hypoxia, apical junction, mTORC1 signaling, and immune infiltration. CONCLUSIONS We proposed an interpretable deep-learning framework to gain insights into the biological behavior of iCCA. Most of the significant morphological prognosticators perceived by the network are comprehensible to human minds.
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Affiliation(s)
- Guang-Yu Ding
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, No.180, Feng Lin Road, Shanghai, 200032, China
| | - Wei-Min Tan
- School of Computer Science, Shanghai Key Laboratory of Intelligent Information Processing, Fudan University, No.2005, Song Hu Road, Shanghai, 200433, China
| | - You-Pei Lin
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, No.180, Feng Lin Road, Shanghai, 200032, China
| | - Yu Ling
- School of Computer Science, Shanghai Key Laboratory of Intelligent Information Processing, Fudan University, No.2005, Song Hu Road, Shanghai, 200433, China
| | - Wen Huang
- Department of Pathology, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Shu Zhang
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, No.180, Feng Lin Road, Shanghai, 200032, China
| | - Jie-Yi Shi
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, No.180, Feng Lin Road, Shanghai, 200032, China
| | - Rong-Kui Luo
- Department of Pathology, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Yuan Ji
- Department of Pathology, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Xiao-Ying Wang
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, No.180, Feng Lin Road, Shanghai, 200032, China
| | - Jian Zhou
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, No.180, Feng Lin Road, Shanghai, 200032, China
- Institute of Biomedical Sciences, Fudan University, Shanghai, 200032, China
| | - Jia Fan
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, No.180, Feng Lin Road, Shanghai, 200032, China
- Institute of Biomedical Sciences, Fudan University, Shanghai, 200032, China
| | - Mu-Yan Cai
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, No.651 Dongfeng Road East, Guangzhou, 510060, China.
| | - Bo Yan
- School of Computer Science, Shanghai Key Laboratory of Intelligent Information Processing, Fudan University, No.2005, Song Hu Road, Shanghai, 200433, China.
| | - Qiang Gao
- Department of Liver Surgery and Transplantation, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, No.180, Feng Lin Road, Shanghai, 200032, China.
- Institute of Biomedical Sciences, Fudan University, Shanghai, 200032, China.
- State Key Laboratory of Genetic Engineering, Fudan University, Shanghai, 200433, China.
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Wang H, Ma Z, Xu M, Xiong M, Chen X, Zhou Y, Tang W, Li X, Chen W, Ma H, Ye X. Coptisine-mediated downregulation of E2F7 induces G2/M phase arrest in hepatocellular carcinoma cells through inhibition of E2F4/NFYA/NFYB transcription factors. Chem Biol Interact 2024; 397:111063. [PMID: 38795876 DOI: 10.1016/j.cbi.2024.111063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2024] [Revised: 05/09/2024] [Accepted: 05/17/2024] [Indexed: 05/28/2024]
Abstract
Coptisine (COP) has been shown to exhibit a wide range of anticancer properties, including in hepatocellular carcinoma (HCC). Nevertheless, the precise mechanism of COP in the treatment of HCC remains elusive. This study aims to investigate the potential mechanism of action of COP against HCC. By evaluating the anti-HCC activity of COP in different HCC cells lines and in xenografted nude mice, it was found that COP inhibited HCC in vitro and in vivo. Through RNA-Seq analysis, E2F7 was identified as a potential target of COP against HCC, as well as the cell cycle as a possible pathway. The overexpression of E2F7 and the inhibition of CHK1 demonstrated that COP inhibits the activity of HCC and induces G2/M phase arrest of HCC cells by down-regulating E2F7 and influencing the CHK1/CDC25A pathway. Finally, the promoter fragmentation experiments and chromatin immunoprecipitation revealed that COP down-regulated E2F7 by inhibiting the E2F4/NFYA/NFYB transcription factors. In conclusion, our study demonstrated that COP downregulates E2F7 by affecting key transcription factors, thereby inducing cell cycle arrest and inhibits HCC cell growth. This provides further evidence of the efficacy of COP in the treatment of tumors.
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Affiliation(s)
- Hongmei Wang
- Engineering Research Center of Coptis Development & Utilization (Ministry of Education), School of Life Sciences, Southwest University, Chongqing, 400715, China.
| | - Zhengcai Ma
- Engineering Research Center of Coptis Development & Utilization (Ministry of Education), School of Life Sciences, Southwest University, Chongqing, 400715, China.
| | - Minmin Xu
- Engineering Research Center of Coptis Development & Utilization (Ministry of Education), School of Life Sciences, Southwest University, Chongqing, 400715, China.
| | - Mengyuan Xiong
- Engineering Research Center of Coptis Development & Utilization (Ministry of Education), School of Life Sciences, Southwest University, Chongqing, 400715, China.
| | - Xiantao Chen
- Engineering Research Center of Coptis Development & Utilization (Ministry of Education), School of Life Sciences, Southwest University, Chongqing, 400715, China.
| | - Yuan Zhou
- Engineering Research Center of Coptis Development & Utilization (Ministry of Education), School of Life Sciences, Southwest University, Chongqing, 400715, China.
| | - Wanyu Tang
- Engineering Research Center of Coptis Development & Utilization (Ministry of Education), School of Life Sciences, Southwest University, Chongqing, 400715, China.
| | - Xuegang Li
- School of Pharmaceutical Sciences, Southwest University, Chongqing, 400715, China.
| | - Wanqun Chen
- Department of Gastroenterology, Chongqing Hospital of Traditional Chinese Medicine, Chongqing, 400000, China.
| | - Hang Ma
- School of Pharmaceutical Sciences, Southwest University, Chongqing, 400715, China.
| | - Xiaoli Ye
- Engineering Research Center of Coptis Development & Utilization (Ministry of Education), School of Life Sciences, Southwest University, Chongqing, 400715, China.
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Zhang C, Ma LD, Zhang XL, Lei C, Yuan SS, Li JP, Geng ZJ, Li XM, Quan XY, Zheng C, Geng YY, Zhang J, Zheng QL, Hou J, Xie SY, Lu LH, Xie CM. Magnetic Resonance Deep Learning Radiomic Model Based on Distinct Metastatic Vascular Patterns for Evaluating Recurrence-Free Survival in Hepatocellular Carcinoma. J Magn Reson Imaging 2024; 60:231-242. [PMID: 37888871 DOI: 10.1002/jmri.29064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Revised: 09/29/2023] [Accepted: 09/29/2023] [Indexed: 10/28/2023] Open
Abstract
BACKGROUND The metastatic vascular patterns of hepatocellular carcinoma (HCC) are mainly microvascular invasion (MVI) and vessels encapsulating tumor clusters (VETC). However, most existing VETC-related radiological studies still focus on the prediction of VETC status. PURPOSE This study aimed to build and compare VETC-MVI related models (clinical, radiomics, and deep learning) associated with recurrence-free survival of HCC patients. STUDY TYPE Retrospective. POPULATION 398 HCC patients (349 male, 49 female; median age 51.7 years, and age range: 22-80 years) who underwent resection from five hospitals in China. The patients were randomly divided into training cohort (n = 358) and test cohort (n = 40). FIELD STRENGTH/SEQUENCE 3-T, pre-contrast T1-weighted imaging spoiled gradient recalled echo (T1WI SPGR), T2-weighted imaging fast spin echo (T2WI FSE), and contrast enhanced arterial phase (AP), delay phase (DP). ASSESSMENT Two radiologists performed the segmentation of HCC on T1WI, T2WI, AP, and DP images, from which radiomic features were extracted. The RFS related clinical characteristics (VETC, MVI, Barcelona stage, tumor maximum diameter, and alpha fetoprotein) and radiomic features were used to build the clinical model, clinical-radiomic (CR) nomogram, deep learning model. The follow-up process was done 1 month after resection, and every 3 months subsequently. The RFS was defined as the date of resection to the date of recurrence confirmed by radiology or the last follow-up. Patients were followed up until December 31, 2022. STATISTICAL TESTS Univariate COX regression, least absolute shrinkage and selection operator (LASSO), Kaplan-Meier curves, log-rank test, C-index, and area under the curve (AUC). P < 0.05 was considered statistically significant. RESULTS The C-index of deep learning model achieved 0.830 in test cohort compared with CR nomogram (0.731), radiomic signature (0.707), and clinical model (0.702). The average RFS of the overall patients was 26.77 months (range 1-80 months). DATA CONCLUSION MR deep learning model based on VETC and MVI provides a potential tool for survival assessment. EVIDENCE LEVEL 3 TECHNICAL EFFICACY: Stage 3.
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Affiliation(s)
- Cheng Zhang
- Department of Radiology, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Li-di Ma
- Department of Radiology, Sun Yat-sen University Cancer Center, Guangzhou, China
| | | | - Cai Lei
- Department of Pathology, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Sha-Sha Yuan
- Department of Pathology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Jian-Peng Li
- Department of Radiology, The Tenth Affiliated Hospital of Southern Medical University (Dongguan People's Hospital), Dongguan, Guangdong, China
| | - Zhi-Jun Geng
- Department of Radiology, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Xin-Ming Li
- Department of Radiology, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Xian-Yue Quan
- Department of Radiology, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Chao Zheng
- Shukun (Beijing) Technology Co, Ltd., Beijing, China
| | - Ya-Yuan Geng
- Shukun (Beijing) Technology Co, Ltd., Beijing, China
| | - Jie Zhang
- Department of Radiology, Zhuhai People's Hospital (Zhuhai Hospital Affiliated with Jinan University), Zhuhai, China
| | - Qiao-Li Zheng
- Department of Pathology, Zhuhai People's Hospital (Zhuhai Hospital Affiliated with Jinan University), Zhuhai, China
| | - Jing Hou
- Department of Radiology, Hunan Cancer Hospital, Guangzhou, China
| | - Shu-Yi Xie
- Department of Radiology, Guangzhou People's Eighth Hospital, Guangzhou, China
| | - Liang-He Lu
- Department of Hepatobiliary Surgery, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Chuan-Miao Xie
- Department of Radiology, Sun Yat-sen University Cancer Center, Guangzhou, China
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Ma Z, Zhou W, Huang H, Yao Y. Prognosis comparison between hepatocellular carcinoma patients with microvascular invasion who received hepatectomy alone and those who underwent early PA-TACE: a retrospective cohort study. J Gastrointest Oncol 2024; 15:1112-1121. [PMID: 38989441 PMCID: PMC11231867 DOI: 10.21037/jgo-24-282] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Accepted: 05/31/2024] [Indexed: 07/12/2024] Open
Abstract
Background Postoperative adjuvant transcatheter arterial chemoembolization (PA-TACE) can achieve longer overall survival (OS) and disease-free survival (DFS) in hepatocellular carcinoma (HCC) patients with microvascular invasion (MVI). We investigated whether this treatment strategy could benefit these patients by mediating the dysfunctional immunological status. Therefore, a retrospective cohort study was conducted to investigate the effect of early PA-TACE in HCC patients with MVI by measuring the levels of T helper cell 17 (Th17) and regulatory T cell (Treg). Methods This study retrospectively included 472 patients with HCC undergoing hepatectomy between December 2015 and December 2018, and 115 patients with MVI confirmed by postoperative pathology were enrolled and divided into two groups of TACE group and non-TACE group according to whether TACE was performed. HCC patients with MVI. The proportion of Treg and Th17 cells in peripheral blood was measured one day before and four weeks after TACE. All patients in the two groups were followed up until death or until the study ended in December 2023. The rates of OS and progression-free survival (PFS) in patients with MVI were compared between those who received hepatectomy alone and those who underwent early PA-TACE. Results Among 115 HCC patients with MVI from 472 patients, the study enrolled 51 patients with PA-TACE into the TACE group and 42 patients without TACE into the non-TACE group. There were no statistical differences in baseline data between the two groups (all P>0.05). The frequency of Treg among CD4+ T cells in HCC patients with PA-TACE was significantly lower than baseline (7.34%±3.61% vs. 5.82%±2.76%, P<0.001), and the frequency of Th17 among CD4+ T cells in these patients was significantly higher than baseline (0.49%±0.28% vs. 0.50%±0.25%, P<0.001). Among all the patients, the median OS was 61.8 months. The OS rate and PFS rate at 12, 36, and 60 months in the TACE group were significantly higher than those in the non-TACE group (all P<0.05). Conclusions PA-TACE may have roles in improving survival outcomes, and restoring immune homeostasis in HCC patients with MVI after hepatectomy.
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Affiliation(s)
- Zhiping Ma
- Department of Infectious Disease, the First Affiliated Hospital of Soochow University, Suzhou, China
| | - Wei Zhou
- Department of Infectious Disease, Huai'an Hospital of Huai'an City, Huai'an, China
| | - Heqing Huang
- Department of Infectious Disease, the First Affiliated Hospital of Soochow University, Suzhou, China
| | - Yunhai Yao
- Department of Infectious Disease, the First Affiliated Hospital of Soochow University, Suzhou, China
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Zhang RR, Shao MY, Fu Y, Zhao RX, Wang JW, Fang YX. Benefit-Risk Assessment of Chinese Medicine Injections for Primary Liver Cancer Based on Multi-criteria Decision Analysis. Chin J Integr Med 2024; 30:559-564. [PMID: 37697203 DOI: 10.1007/s11655-023-3704-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/14/2023] [Indexed: 09/13/2023]
Abstract
OBJECTIVE To evaluate the benefit-risk of 3 commonly used Chinese medicine injections, Aidi Injection (ADI), Cinobufagin Injection (CINI) and Compound Kushen Injection (CKI), in the treatment of primary liver cancer (PLC), so as to provide a reference for clinical decision-making. METHODS Randomized controlled trials (RCTs) of ADI, CINI and CKI in the treatment of PLC published in the databases of China National Knowledge Infrastructure, Wanfang, China Science and Technology Journal Database, SinoMed, PubMed, Cochrane Library, and Web of Science were retrieved from January 2020 to October 2022. The data of benefit and risk indicators were combined to obtain the effect value. The multi-criteria decision analysis (MCDA) model was applied to build the decision tree. The benefit value, risk value and benefit risk value of the 3 injections in PLC treatment were calculated. Monte Carlo simulation was carried out to calculate the 95% confidence interval and probability of differences among the 3 injections, so as to optimize the evaluation results. RESULTS A total of 71 RCTs were included. The benefit values of ADI, CINI and CKI combined with transcatheter arterial chemoembolization (TACE) were 42, 38 and 36, respectively. The risk values were 42, 25 and 37, respectively. The benefit risk values were 42, 31 and 37, respectively. The benefit risk differences of ADI vs. CINI, ADI vs. CKI, and CKI vs. CINI were 11 (-0.86, 17.75), 5 (-5.01, 11.09), and 6 (-1.87, 12.63), respectively. The probability that ADI superior to CINI, ADI superior to CKI, and CKI superior to CINI was 96.26%, 77.27%, and 92.62%, respectively. CONCLUSION Based on the results of MCDA model, CINI combined with TACE has the greatest risk in the treatment of the PLC. Considering the efficacy and safety, the possible priority of the 3 Chinese medicine injections combined with TACE in the treatment of PLC is ADI, CKI and CINI.
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Affiliation(s)
- Rong-Rong Zhang
- The First Clinical Medical College of Henan University of Traditional Chinese Medicine, Zhengzhou, 450046, China
| | - Ming-Yi Shao
- Personal Department, the First Affiliated Hospital of Henan University of Chinese Medicine, Zhengzhou, 450000, China.
| | - Yu Fu
- Scientific Research Department, the First Affiliated Hospital of Henan University of Chinese Medicine, Zhengzhou, 450000, China
| | - Rui-Xia Zhao
- Scientific Research Department, the First Affiliated Hospital of Henan University of Chinese Medicine, Zhengzhou, 450000, China
| | - Jing-Wen Wang
- Digestive Department, the First Affiliated Hospital of Henan University of Chinese Medicine, Zhengzhou, 450000, China
| | - Yu-Xuan Fang
- The First Clinical Medical College of Henan University of Traditional Chinese Medicine, Zhengzhou, 450046, China
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Li C, Wang MD, Sun XD, Diao YK, Yao LQ, Wang H, Liang YJ, Zhou YH, Gu WM, Chen TH, Chen Z, Gu LH, Shen F, Lv GY, Yang T, Huang DS. Development and validation of prealbumin-bilirubin score (preALBI score) for predicting long-term survival after hepatectomy for hepatocellular carcinoma: A multicenter analysis versus ALBI score. Am J Surg 2024; 232:87-94. [PMID: 38238192 DOI: 10.1016/j.amjsurg.2024.01.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 01/03/2024] [Accepted: 01/09/2024] [Indexed: 05/15/2024]
Abstract
BACKGROUND The Albumin-Bilirubin (ALBI) score, widely used in predicting long-term prognosis for patients with hepatocellular carcinoma (HCC), has limitations due to serum albumin variability. This study aimed to develop and validate the Prealbumin-Bilirubin (preALBI) score as a reliable alternative. METHODS A multicenter cohort of HCC patients who underwent hepatectomy was randomly divided into the training and validation cohorts. The preALBI score was developed using Cox regression models within the training cohort, incorporating serum prealbumin and bilirubin levels as crucial determinants. The survival predictive accuracy was evaluated and compared between the preALBI score with two other staging systems, including the ALBI score and the Child-Pugh grade. RESULTS A total of 2409 patients were enrolled. In the training cohort, the preALBI score demonstrated superior performance in predicting long-term survival after hepatectomy. The preALBI score was associated with the best monotonicity of gradients (linear trend χ2: 72.84) and homogeneity (likelihood ratio χ2: 74.69), and the highest discriminatory ability (the areas under curves for 1-, 3-, and 5-year mortality: 0.663, 0.654, and 0.644, respectively). In addition, the preALBI was the most informative staging system in predicting survival (Akaike information criterion: 11325.65).The results remained consistent in both training and validation cohorts, indicating its reliable performance across different populations. CONCLUSION The preALBI score, leveraging the stability of prealbumin, represents a promising tool for better patient stratification, providing more accurate prognostic predictions than the ALBI score and the Child-Pugh grade.
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Affiliation(s)
- Chao Li
- Department of Clinical Medicine, Medical College of Soochow University, Jiangsu, China; Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Navy Medical University, Shanghai, China.
| | - Ming-Da Wang
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Navy Medical University, Shanghai, China.
| | - Xiao-Dong Sun
- Department of Hepatobiliary and Pancreatic Surgery, General Surgery Center, First Hospital of Jilin University, Changchun, Jilin, China.
| | - Yong-Kang Diao
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Navy Medical University, Shanghai, China.
| | - Lan-Qing Yao
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Navy Medical University, Shanghai, China.
| | - Hong Wang
- Department of General Surgery, Liuyang People's Hospital, Hunan, China.
| | - Ying-Jian Liang
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Harbin Medical University, Heilongjiang, China.
| | - Ya-Hao Zhou
- Department of Hepatobiliary Surgery, Pu'er People's Hospital, Yunnan, China.
| | - Wei-Min Gu
- The First Department of General Surgery, The Fourth Hospital of Harbin, Heilongjiang, China.
| | - Ting-Hao Chen
- Department of General Surgery, Ziyang First People's Hospital, Sichuan, China.
| | - Zhong Chen
- Department of Hepatobiliary Surgery, Affiliated Hospital of Nantong University, Jiangsu, China.
| | - Li-Hui Gu
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Navy Medical University, Shanghai, China.
| | - Feng Shen
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Navy Medical University, Shanghai, China.
| | - Guo-Yue Lv
- Department of Hepatobiliary and Pancreatic Surgery, General Surgery Center, First Hospital of Jilin University, Changchun, Jilin, China.
| | - Tian Yang
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Navy Medical University, Shanghai, China.
| | - Dong-Sheng Huang
- Department of Clinical Medicine, Medical College of Soochow University, Jiangsu, China; General Surgery, Cancer Center, Department of Hepatobiliary and Pancreatic Surgery and Minimal Invasive Surgery, Zhejiang Provincial People's Hospital, Hangzhou, China.
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Tang SC, Diao YK, Lin KY, Li C, Xu X, Liang L, Kong J, Chen QJ, Wang XM, Liu FB, Gu WM, Zhou YH, Liang YJ, Liu HZ, Wang MD, Yao LQ, Pawlik TM, Shen F, Lau WY, Yang T, Zeng YY. Association of Pringle maneuver with postoperative recurrence and survival following hepatectomy for hepatocellular carcinoma: a multicenter propensity score and competing-risks regression analysis. Hepatobiliary Surg Nutr 2024; 13:412-424. [PMID: 38911192 PMCID: PMC11190521 DOI: 10.21037/hbsn-23-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/07/2023] [Accepted: 04/27/2023] [Indexed: 06/25/2024]
Abstract
Background The application of Pringle maneuver (PM) during hepatectomy reduces intraoperative blood loss and the need for perioperative transfusion, but its effect on long-term recurrence and survival for patients with hepatocellular carcinoma (HCC) remains controversial. We sought to determine the association between the application of PM and post-hepatectomy oncologic outcomes for patients with HCC. Methods Patients who underwent curative hepatectomy for HCC at 9 Chinese hospitals from January 2010 to December 2018 were identified. Using two propensity score methods [propensity score matching (PSM) and inverse probability of treatment weight (IPTW)], cumulative recurrence rate and cancer-specific mortality (CSM) were compared between the patients in the PM and non-PM groups. Multivariate competing-risks regression models were performed to adjust for the effect of non-cancer-specific mortality and other prognostic risk factors. Results Of the 2,798 included patients, 2,404 and 394 did and did not adopt PM (the PM and non-PM groups), respectively. The rates of intraoperative blood transfusion, postoperative 30-day mortality and morbidity were comparable between the two groups (all P>0.05). In the PSM cohort by the 1:3 ratio, compared to 382 patients in the non-PM group, 1,146 patients in the PM group also had the higher cumulative 5-year recurrence rate and CSM (63.9% and 39.1% vs. 55.3% and 31.6%, both P<0.05). Similar results were also yielded in the entire cohort and the IPTW cohort. Multivariate competing-risks regression analyses demonstrated that no application of the PM was independently associated with lower recurrence rate and CSM based on various analytical cohorts [hazard ratio (HR), 0.82 and 0.77 in the adjusted entire cohort, HR 0.80 and 0.73 in the PSM cohort, and HR 0.80 and 0.76 in the IPTW cohort, respectively]. Conclusions The findings suggested that no application of PM during hepatectomy for patients with HCC reduced the risk of postoperative recurrence and cancer-specific death by approximately 20-25%.
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Affiliation(s)
- Shi-Chuan Tang
- Department of Hepatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, China
| | - Yong-Kang Diao
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Navy Medical University (Second Military Medical University), Shanghai, China
| | - Kong-Ying Lin
- Department of Hepatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, China
| | - Chao Li
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Navy Medical University (Second Military Medical University), Shanghai, China
| | - Xiao Xu
- Department of Hepatobiliary Surgery, Affiliated Hospital of Nantong University, Nantong, China
| | - Lei Liang
- Department of Hepatobiliary Surgery, People’s Hospital of Zhejiang Provincial, People’s Hospital of Hangzhou Medical College, Hangzhou, China
| | - Jie Kong
- Department of Hepatobiliary, Heze Municiple Hospital, Heze, China
| | - Qing-Jing Chen
- Department of Hepatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, China
| | - Xian-Ming Wang
- Department of General Surgery, First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan, China
| | - Fu-Bao Liu
- Department of Hepatobiliary Surgery, First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Wei-Min Gu
- The First Department of General Surgery, Fourth Hospital of Harbin, Harbin, China
| | - Ya-Hao Zhou
- Department of Hepatobiliary Surgery, Pu’er People’s Hospital, Pu’er, China
| | - Ying-Jian Liang
- Department of Hepatobiliary Surgery, First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Hong-Zhi Liu
- Department of Hepatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, China
| | - Ming-Da Wang
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Navy Medical University (Second Military Medical University), Shanghai, China
| | - Lan-Qing Yao
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Navy Medical University (Second Military Medical University), Shanghai, China
| | - Timothy M. Pawlik
- Department of Surgery, Ohio State University, Wexner Medical Center, Columbus, OH, USA
| | - Feng Shen
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Navy Medical University (Second Military Medical University), Shanghai, China
| | - Wan Yee Lau
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Navy Medical University (Second Military Medical University), Shanghai, China
- Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China
| | - Tian Yang
- Department of Hepatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, China
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Navy Medical University (Second Military Medical University), Shanghai, China
- Department of Hepatobiliary Surgery, People’s Hospital of Zhejiang Provincial, People’s Hospital of Hangzhou Medical College, Hangzhou, China
| | - Yong-Yi Zeng
- Department of Hepatobiliary Surgery, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, China
- Department of Hepatopancreatobiliary Surgery, First Affiliated Hospital of Fujian Medical University, Fuzhou, China
- The Liver Disease Research Center of Fujian Province, Fuzhou, China
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Li Q, Liu H, Wang H, Xiong W, Dai L, Zhang X, Wang P, Ye H, Shi J, Fang Z, Wang K. Anti-BIRC5 autoantibody serves as a valuable biomarker for diagnosing AFP-negative hepatocellular carcinoma. PeerJ 2024; 12:e17494. [PMID: 38832035 PMCID: PMC11146321 DOI: 10.7717/peerj.17494] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Accepted: 05/09/2024] [Indexed: 06/05/2024] Open
Abstract
Background Autoantibodies targeting tumor-associated antigens (TAAbs) have emerged as promising biomarkers for early cancer detection. This research aimed to assess the diagnostic capacity of anti-BIRC5 autoantibody in detecting AFP-negative hepatocellular carcinoma (ANHCC). Methods This research was carried out in three stages (discovery phase, validation phase, and evaluation phase) and included a total of 744 participants. Firstly, the anti-BIRC5 autoantibody was discovered using protein microarray, exhibiting a higher positive rate in ANHCC samples (ANHCCs) compared to normal control samples (NCs). Secondly, the anti-BIRC5 autoantibody was validated through enzyme-linked immunosorbent assay (ELISA) in 85 ANHCCs and 85 NCs from two clinical centers (Zhengzhou and Nanchang). Lastly, the diagnostic usefulness of the anti-BIRC5 autoantibody for hepatocellular carcinoma (HCC) was evaluated by ELISA in a cohort consisting of an additional 149 AFP-positive hepatocellular carcinoma samples (APHCCs), 95 ANHCCs and 244 NCs. The association of elevated autoantibody to high expression of BIRC5 in HCC was further explored by the database from prognosis, immune infiltration, DNA methylation, and gene mutation level. Results In the validation phase, the area under the ROC curve (AUC) of anti-BIRC5 autoantibody to distinguish ANHCCs from NCs in Zhengzhou and Nanchang centers was 0.733 and 0.745, respectively. In the evaluation phase, the AUCs of anti-BIRC5 autoantibody for identifying ANHCCs and HCCs from NCs were 0.738 and 0.726, respectively. Furthermore, when combined with AFP, the AUC for identifying HCCs from NCs increased to 0.914 with a sensitivity of 77.5% and specificity of 91.8%. High expression of BIRC5 gene is not only correlated with poor prognosis of HCCs, but also significantly associated with infiltration of immune cells, DNA methylation, and gene mutation. Conclusion The findings suggest that the anti-BIRC5 autoantibody could serve as a potential biomarker for ANHCC, in addition to its supplementary role alongside AFP in the diagnosis of HCC. Next, we can carry out specific verification and explore the function of anti-BIRC5 autoantibody in the occurrence and development of HCC.
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Affiliation(s)
- Qing Li
- Henan Institute of Medical and Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, Henan, China
- Henan Key Laboratory of Tumor Epidemiology and State Key Laboratory of Esophageal Cancer Prevention & Treatment, Zhengzhou University, Zhengzhou, Henan, China
- School of Basic Medical Sciences, Academy of Medical Science, Zhengzhou University, Zhengzhou, Henan, China
- Henan Key Medical Laboratory of Tumor Molecular Biomarkers, Zhengzhou, China
| | - Haiyan Liu
- Henan Institute of Medical and Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, Henan, China
| | - Han Wang
- Henan Institute of Medical and Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, Henan, China
| | - Wenzhuo Xiong
- School of Basic Medical Sciences, Academy of Medical Science, Zhengzhou University, Zhengzhou, Henan, China
- Henan Key Medical Laboratory of Tumor Molecular Biomarkers, Zhengzhou, China
| | - Liping Dai
- Henan Institute of Medical and Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, Henan, China
- School of Basic Medical Sciences, Academy of Medical Science, Zhengzhou University, Zhengzhou, Henan, China
- Henan Key Medical Laboratory of Tumor Molecular Biomarkers, Zhengzhou, China
| | - Xiuzhi Zhang
- Henan Institute of Medical and Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, Henan, China
- School of Basic Medical Sciences, Academy of Medical Science, Zhengzhou University, Zhengzhou, Henan, China
- Henan Key Medical Laboratory of Tumor Molecular Biomarkers, Zhengzhou, China
- Department of Pathology, Henan Medical College, Zhengzhou, Henan, China
| | - Peng Wang
- Henan Institute of Medical and Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, Henan, China
| | - Hua Ye
- Henan Institute of Medical and Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, Henan, China
| | - Jianxiang Shi
- Henan Institute of Medical and Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, Henan, China
- Henan Key Medical Laboratory of Tumor Molecular Biomarkers, Zhengzhou, China
| | - Zhihao Fang
- Henan Institute of Medical and Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, Henan, China
| | - Keyan Wang
- Henan Institute of Medical and Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, Henan, China
- School of Basic Medical Sciences, Academy of Medical Science, Zhengzhou University, Zhengzhou, Henan, China
- Henan Key Medical Laboratory of Tumor Molecular Biomarkers, Zhengzhou, China
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Feng F, Zhao Y. Hepatocellular Carcinoma: Prevention, Diagnosis, and Treatment. Med Princ Pract 2024; 33:414-423. [PMID: 38772352 PMCID: PMC11460940 DOI: 10.1159/000539349] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2023] [Accepted: 05/14/2024] [Indexed: 05/23/2024] Open
Abstract
Hepatocellular carcinoma (HCC), the most prevalent form of liver cancer globally, poses a substantial health burden. Influenced by risk factors such as hepatitis B or C virus infections, chronic consumption of alcohol, and metabolic dysfunction, its exact etiology likely involves a complex interplay between viral infection, hepatocyte mutations, and chronic liver diseases like cirrhosis and metabolic dysfunction-associated steatohepatitis, and demographic variables like sex, race, and age. Disease stage significantly impacts the prognosis of HCC. There is significant potential for life-saving and socioeconomic benefits through the implementation of surveillance programs and the introduction of low-cost screening measures for high-risk groups; these screening measures include ultrasound imaging and blood tests. Treatment options for HCC encompass liver resection, transplantation, transarterial chemoembolization, radiation therapy, chemotherapy, targeted therapy, and immunotherapy. Despite therapeutic advances, treating advanced HCC remains challenging, emphasizing the need for continued efforts in prevention, early detection, and development of treatments to improve prognosis and long-term survival.
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Affiliation(s)
- Fei Feng
- Ultrasound Medicine, The First Hospital of Lanzhou University, Lanzhou, China,
| | - Yue Zhao
- Department of Gastroenterology, The First Hospital of Lanzhou University, Key Laboratory for Gastrointestinal Disease of Gansu Province, Lanzhou, China
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Xiong SP, Wang CH, Zhang MF, Yang X, Yun JP, Liu LL. A multi-parametric prognostic model based on clinicopathologic features: vessels encapsulating tumor clusters and hepatic plates predict overall survival in hepatocellular carcinoma patients. J Transl Med 2024; 22:472. [PMID: 38762511 PMCID: PMC11102615 DOI: 10.1186/s12967-024-05296-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2024] [Accepted: 05/11/2024] [Indexed: 05/20/2024] Open
Abstract
BACKGROUND Vessels encapsulating tumor clusters (VETC) is a newly described vascular pattern that is distinct from microvascular invasion (MVI) in patients with hepatocellular carcinoma (HCC). Despite its importance, the current pathological diagnosis report does not include information on VETC and hepatic plates (HP). We aimed to evaluate the prognostic value of integrating VETC and HP (VETC-HP model) in the assessment of HCC. METHODS A total of 1255 HCC patients who underwent radical surgery were classified into training (879 patients) and validation (376 patients) cohorts. Additionally, 37 patients treated with lenvatinib were studied, included 31 patients in high-risk group and 6 patients in low-risk group. Least absolute shrinkage and selection operator (LASSO) regression analysis was used to establish a prognostic model for the training set. Harrell's concordance index (C-index), time-dependent receiver operating characteristics curve (tdROC), and decision curve analysis were utilized to evaluate our model's performance by comparing it to traditional tumor node metastasis (TNM) staging for individualized prognosis. RESULTS A prognostic model, VETC-HP model, based on risk scores for overall survival (OS) was established. The VETC-HP model demonstrated robust performance, with area under the curve (AUC) values of 0.832 and 0.780 for predicting 3- and 5-year OS in the training cohort, and 0.805 and 0.750 in the validation cohort, respectively. The model showed superior prediction accuracy and discrimination power compared to TNM staging, with C-index values of 0.753 and 0.672 for OS and disease-free survival (DFS) in the training cohort, and 0.728 and 0.615 in the validation cohort, respectively, compared to 0.626 and 0.573 for TNM staging in the training cohort, and 0.629 and 0.511 in the validation cohort. Thus, VETC-HP model had higher C-index than TNM stage system(p < 0.01).Furthermore, in the high-risk group, lenvatinib alone appeared to offer less clinical benefit but better disease-free survival time. CONCLUSIONS The VETC-HP model enhances DFS and OS prediction in HCC compared to traditional TNM staging systems. This model enables personalized temporal survival estimation, potentially improving clinical decision-making in surveillance management and treatment strategies.
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Affiliation(s)
- Si-Ping Xiong
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, P.R. China
- Department of Pathology, Sun Yat-Sen University Cancer Center, 651# Dong Feng Road East, Guangzhou, 510060, Guangdong, China
- Department of Pathology, The Eighth Affiliated Hospital of Sun Yat-Sen University, Shenzhen, 518033, China
| | - Chun-Hua Wang
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, P.R. China
- Department of Pathology, Sun Yat-Sen University Cancer Center, 651# Dong Feng Road East, Guangzhou, 510060, Guangdong, China
| | - Mei-Fang Zhang
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, P.R. China
- Department of Pathology, Sun Yat-Sen University Cancer Center, 651# Dong Feng Road East, Guangzhou, 510060, Guangdong, China
| | - Xia Yang
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, P.R. China
- Department of Pathology, Sun Yat-Sen University Cancer Center, 651# Dong Feng Road East, Guangzhou, 510060, Guangdong, China
| | - Jing-Ping Yun
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, P.R. China.
- Department of Pathology, Sun Yat-Sen University Cancer Center, 651# Dong Feng Road East, Guangzhou, 510060, Guangdong, China.
| | - Li-Li Liu
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, P.R. China.
- Department of Pathology, Sun Yat-Sen University Cancer Center, 651# Dong Feng Road East, Guangzhou, 510060, Guangdong, China.
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Wang Y, Liu X, Zuo X, Wang C, Zhang Z, Zhang H, Zeng T, Chen S, Liu M, Chen H, Song Q, Li Q, Yang C, Le Y, Xing J, Zhang H, An J, Jia W, Kang L, Zhang H, Xie H, Ye J, Wu T, He F, Zhang X, Li Y, Zhou G. NRDE2 deficiency impairs homologous recombination repair and sensitizes hepatocellular carcinoma to PARP inhibitors. CELL GENOMICS 2024; 4:100550. [PMID: 38697125 PMCID: PMC11099347 DOI: 10.1016/j.xgen.2024.100550] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/13/2022] [Revised: 02/26/2024] [Accepted: 04/05/2024] [Indexed: 05/04/2024]
Abstract
To identify novel susceptibility genes for hepatocellular carcinoma (HCC), we performed a rare-variant association study in Chinese populations consisting of 2,750 cases and 4,153 controls. We identified four HCC-associated genes, including NRDE2, RANBP17, RTEL1, and STEAP3. Using NRDE2 (index rs199890497 [p.N377I], p = 1.19 × 10-9) as an exemplary candidate, we demonstrated that it promotes homologous recombination (HR) repair and suppresses HCC. Mechanistically, NRDE2 binds to the subunits of casein kinase 2 (CK2) and facilitates the assembly and activity of the CK2 holoenzyme. This NRDE2-mediated enhancement of CK2 activity increases the phosphorylation of MDC1 and then facilitates the HR repair. These functions are eliminated almost completely by the NRDE2-p.N377I variant, which sensitizes the HCC cells to poly(ADP-ribose) polymerase (PARP) inhibitors, especially when combined with chemotherapy. Collectively, our findings highlight the relevance of the rare variants to genetic susceptibility to HCC, which would be helpful for the precise treatment of this malignancy.
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Affiliation(s)
- Yahui Wang
- State Key Laboratory of Medical Proteomics, National Center for Protein Sciences at Beijing, Beijing Proteome Research Center, Beijing Institute of Radiation Medicine, Beijing, P.R. China; State Key Laboratory of Medical Proteomics, National Center for Protein Sciences at Beijing, Beijing Proteome Research Center, Beijing Institute of Lifeomics, Beijing, P.R. China
| | - Xinyi Liu
- State Key Laboratory of Medical Proteomics, National Center for Protein Sciences at Beijing, Beijing Proteome Research Center, Beijing Institute of Radiation Medicine, Beijing, P.R. China
| | - Xianbo Zuo
- Department of Dermatology, Department of Pharmacy, China-Japan Friendship Hospital, Beijing, P.R. China
| | - Cuiling Wang
- State Key Laboratory of Medical Proteomics, National Center for Protein Sciences at Beijing, Beijing Proteome Research Center, Beijing Institute of Radiation Medicine, Beijing, P.R. China
| | - Zheng Zhang
- State Key Laboratory of Medical Proteomics, National Center for Protein Sciences at Beijing, Beijing Proteome Research Center, Beijing Institute of Radiation Medicine, Beijing, P.R. China
| | - Haitao Zhang
- State Key Laboratory of Medical Proteomics, National Center for Protein Sciences at Beijing, Beijing Proteome Research Center, Beijing Institute of Radiation Medicine, Beijing, P.R. China
| | - Tao Zeng
- Faculty of Hepato-Biliary-Pancreatic Surgery, the First Medical Center of Chinese PLA General of Hospital, Beijing, P.R. China
| | - Shunqi Chen
- State Key Laboratory of Medical Proteomics, National Center for Protein Sciences at Beijing, Beijing Proteome Research Center, Beijing Institute of Radiation Medicine, Beijing, P.R. China
| | - Mengyu Liu
- State Key Laboratory of Medical Proteomics, National Center for Protein Sciences at Beijing, Beijing Proteome Research Center, Beijing Institute of Radiation Medicine, Beijing, P.R. China
| | - Hongxia Chen
- State Key Laboratory of Medical Proteomics, National Center for Protein Sciences at Beijing, Beijing Proteome Research Center, Beijing Institute of Radiation Medicine, Beijing, P.R. China
| | - Qingfeng Song
- Affiliated Cancer Hospital of Guangxi Medical University, Nanning City, Guangxi Province, P.R. China
| | - Qi Li
- State Key Laboratory of Medical Proteomics, National Center for Protein Sciences at Beijing, Beijing Proteome Research Center, Beijing Institute of Radiation Medicine, Beijing, P.R. China; Department of Neurosciences, School of Medicine, University of South China, Hengyang City, Hunan Province, P.R. China
| | - Chenning Yang
- State Key Laboratory of Medical Proteomics, National Center for Protein Sciences at Beijing, Beijing Proteome Research Center, Beijing Institute of Radiation Medicine, Beijing, P.R. China
| | - Yi Le
- Department of Hepatobiliary Surgery, the 5th Medical Center of Chinese PLA General of Hospital, Beijing, P.R. China
| | - Jinliang Xing
- State Key Laboratory of Cancer Biology, Experimental Teaching Center of Basic Medicine, Air Force Medical University, Xi'an City, Shaanxi Province, P.R. China
| | - Hongxin Zhang
- Department of Pain Treatment, Tangdu Hospital, Air Force Medical University, Xi'an City, Shaanxi Province, P.R. China
| | - Jiaze An
- Department of Hepatobiliary Surgery, Xijing Hospital, Air Force Medical University, Xi'an City, Shaanxi Province, P.R. China
| | - Weihua Jia
- State Key Laboratory of Oncology in Southern China, Guangzhou City, Guangdong Province, P.R. China; Department of Experimental Research, Sun Yat-Sen University Cancer Center, Guangzhou City, Guangdong Province, P.R. China
| | - Longli Kang
- Key Laboratory for Molecular Genetic Mechanisms and Intervention Research on High Altitude Disease of Tibet Autonomous Region, Key Laboratory of High Altitude Environment and Genes Related to Diseases of Tibet Autonomous Region, School of Medicine, Xizang Minzu University, Xianyang City, Shaanxi Province, P.R. China
| | - Hongxing Zhang
- State Key Laboratory of Medical Proteomics, National Center for Protein Sciences at Beijing, Beijing Proteome Research Center, Beijing Institute of Lifeomics, Beijing, P.R. China
| | - Hui Xie
- Department of Interventional Oncology, the Fifth Medical Center of Chinese PLA General of Hospital, Beijing, P.R. China
| | - Jiazhou Ye
- Department of Hepatobiliary & Pancreatic Surgery, Guangxi Medical University Cancer Hospital, Guangxi Liver Cancer Diagnosis and Treatment Engineering and Technology Research Center, Nanning City, Guangxi Province, P.R. China
| | - Tianzhun Wu
- Department of Hepatobiliary & Pancreatic Surgery, Guangxi Medical University Cancer Hospital, Guangxi Liver Cancer Diagnosis and Treatment Engineering and Technology Research Center, Nanning City, Guangxi Province, P.R. China
| | - Fuchu He
- State Key Laboratory of Medical Proteomics, National Center for Protein Sciences at Beijing, Beijing Proteome Research Center, Beijing Institute of Lifeomics, Beijing, P.R. China.
| | - Xuejun Zhang
- Department of Dermatology and Institute of Dermatology, First Affiliated Hospital, Anhui Medical University, Hefei City, Anhui Province, P.R. China.
| | - Yuanfeng Li
- State Key Laboratory of Medical Proteomics, National Center for Protein Sciences at Beijing, Beijing Proteome Research Center, Beijing Institute of Radiation Medicine, Beijing, P.R. China.
| | - Gangqiao Zhou
- State Key Laboratory of Medical Proteomics, National Center for Protein Sciences at Beijing, Beijing Proteome Research Center, Beijing Institute of Radiation Medicine, Beijing, P.R. China; Collaborative Innovation Center for Personalized Cancer Medicine, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing City, Jiangsu Province, P.R. China.
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Xie H, Xiao X, Yi X, Huang K, Wang L. Cell-Membrane-Coated Metal-Organic Framework Nanocarrier Combining Chemodynamic Therapy for the Inhibition of Hepatocellular Carcinoma Proliferation. Pharmaceutics 2024; 16:619. [PMID: 38794281 PMCID: PMC11124917 DOI: 10.3390/pharmaceutics16050619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Revised: 04/30/2024] [Accepted: 05/01/2024] [Indexed: 05/26/2024] Open
Abstract
Chemodynamic therapy (CDT) employs hydrogen peroxide (H2O2) within the tumor microenvironment (TME) to initiate the Fenton reaction and catalyze the generation of hydroxyl radicals (·OH) for targeted therapy. Metal ion-based nanomaterials have garnered significant attention as catalysts due to their potent anti-tumor effects. Hypoxia in the TME is often associated with cancer cell development and metastasis, with HIF-1α being a pivotal factor in hypoxia adaptation. In this study, an organic framework called MIL-101 (Fe) was designed and synthesized to facilitate H2O2-induced ·OH production while also serving as a carrier for the HIF-1α inhibitor Acriflavine (ACF). A biomimetic nanomedical drug delivery system named MIL-101/ACF@CCM was constructed by encapsulating liver cancer cell membranes onto the framework. This delivery system utilized the homologous targeting of tumor cell membranes to transport ACF, inhibiting HIF-1α expression, alleviating tumor hypoxia, and catalyzing ·OH production for effective tumor eradication. Both in vivo and in vitro experiments confirmed that combining ACF with chemotherapy achieved remarkable tumor inhibition by enhancing ROS production and suppressing HIF-1α expression.
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Affiliation(s)
- Huaying Xie
- The First School of Clinical Medicine, Guilin Medical University, Guilin 541006, China; (H.X.); (X.Y.); (K.H.)
| | - Xuhua Xiao
- Department of Gastroenterology, Affiliated Hospital of Guilin Medical University, Guilin 541001, China;
| | - Xiaoyuan Yi
- The First School of Clinical Medicine, Guilin Medical University, Guilin 541006, China; (H.X.); (X.Y.); (K.H.)
| | - Kunzhao Huang
- The First School of Clinical Medicine, Guilin Medical University, Guilin 541006, China; (H.X.); (X.Y.); (K.H.)
| | - Liyan Wang
- Department of Gastroenterology, Affiliated Hospital of Guilin Medical University, Guilin 541001, China;
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Zheng DX, Chen YX, Sun J, Hu Y, Yang P, Zhang Y, Duan XZ, Zeng ZC. Stereotactic body radiation therapy in patients with centrally located hepatocellular carcinoma: A retrospective, single-arm, multi-center study. Clin Transl Radiat Oncol 2024; 46:100767. [PMID: 38576855 PMCID: PMC10992727 DOI: 10.1016/j.ctro.2024.100767] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2023] [Revised: 02/17/2024] [Accepted: 03/23/2024] [Indexed: 04/06/2024] Open
Abstract
Centrally located hepatocellular carcinoma (HCC) is difficult to be radically resected due to its special location close to major hepatic vessels. Thus, we aimed to assess whether stereotactic body radiation therapy (SBRT) can be an effective and safe approach for centrally located HCC. This retrospective study included 172 patients with centrally located HCC who were treated with SBRT. Overall survival (OS) was analyzed as the primary endpoint. Rates of progression-free survival (PFS), local control, intrahepatic relapse, extrahepatic metastasis and toxicities were analyzed as secondary endpoints. The OS rates of 1-, 3-, and 5-year were 97.7%, 86.7%, and 76.3%, respectively. The PFS/local control rates of 1-, 3-, and 5-year were 94.1%/98.2%, 76.8%/94.9%, and 59.3%/92.3%, respectively. The cumulative incidence of intrahepatic relapse/extrahepatic metastases of 1-, 3-, and 5-year were 3.7%/2.9%, 25.0%/7.4%, and 33.3%/9.8%, respectively. Both univariate and multivariate analyses revealed that patients received BED10 at 100 Gy or more had better OS. Radiation-related adverse events were mild to moderate according to Common Terminology Criteria for Adverse Events, and no toxicities over grade 3 were observed. Patients with centrally located HCC in our cohort who received SBRT had similar OS and PFS rates compared to those reported in literatures who received surgery with neoadjuvant or adjuvant intensity-modulated radiation therapy. These results indicate that SBRT is an effective and well-tolerated method for patients with centrally located HCC, suggesting that it may serve as a reasonable alternative treatment for these kind of patients.
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Affiliation(s)
- Dan-Xue Zheng
- Department of Radiation Oncology, Zhongshan Hospital, Fudan University, Shanghai 200032, China
- Cancer Center, Zhongshan Hospital Fudan University, Shanghai China
| | - Yi-Xing Chen
- Department of Radiation Oncology, Zhongshan Hospital, Fudan University, Shanghai 200032, China
- Cancer Center, Zhongshan Hospital Fudan University, Shanghai China
| | - Jing Sun
- Department of Radiation Oncology, The Fifth Medical Center of PLA General Hospital (302 Military Hospital), Beijing 100039, China
| | - Yong Hu
- Department of Radiation Oncology, Zhongshan Hospital, Fudan University, Shanghai 200032, China
- Cancer Center, Zhongshan Hospital Fudan University, Shanghai China
| | - Ping Yang
- Department of Radiation Oncology, Zhongshan Hospital, Fudan University, Shanghai 200032, China
- Cancer Center, Zhongshan Hospital Fudan University, Shanghai China
| | - Yang Zhang
- Department of Radiation Oncology, Zhongshan Hospital, Fudan University, Shanghai 200032, China
- Cancer Center, Zhongshan Hospital Fudan University, Shanghai China
| | - Xue-Zhang Duan
- Department of Radiation Oncology, The Fifth Medical Center of PLA General Hospital (302 Military Hospital), Beijing 100039, China
| | - Zhao-Chong Zeng
- Department of Radiation Oncology, Zhongshan Hospital, Fudan University, Shanghai 200032, China
- Cancer Center, Zhongshan Hospital Fudan University, Shanghai China
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Pierrard J, Deheneffe S, Dechambre D, Sterpin E, Geets X, Van Ooteghem G. Markerless liver online adaptive stereotactic radiotherapy: feasibility analysisCervantes. Phys Med Biol 2024; 69:095015. [PMID: 38565128 DOI: 10.1088/1361-6560/ad39a1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Accepted: 04/02/2024] [Indexed: 04/04/2024]
Abstract
Objective. Radio-opaque markers are recommended for image-guided radiotherapy in liver stereotactic ablative radiotherapy (SABR), but their implantation is invasive. We evaluate in thisin-silicostudy the feasibility of cone-beam computed tomography-guided stereotactic online-adaptive radiotherapy (CBCT-STAR) to propagate the target volumes without implanting radio-opaque markers and assess its consequence on the margin that should be used in that context.Approach. An emulator of a CBCT-STAR-dedicated treatment planning system was used to generate plans for 32 liver SABR patients. Three target volume propagation strategies were compared, analysing the volume difference between the GTVPropagatedand the GTVConventional, the vector lengths between their centres of mass (lCoM), and the 95th percentile of the Hausdorff distance between these two volumes (HD95). These propagation strategies were: (1) structure-guided deformable registration with deformable GTV propagation; (2) rigid registration with rigid GTV propagation; and (3) image-guided deformable registration with rigid GTV propagation. Adaptive margin calculation integrated propagation errors, while interfraction position errors were removed. Scheduled plans (PlanNon-adaptive) and daily-adapted plans (PlanAdaptive) were compared for each treatment fraction.Main results.The image-guided deformable registration with rigid GTV propagation was the best propagation strategy regarding tolCoM(mean: 4.3 +/- 2.1 mm), HD95 (mean 4.8 +/- 3.2 mm) and volume preservation between GTVPropagatedand GTVConventional. This resulted in a planning target volume (PTV) margin increase (+69.1% in volume on average). Online adaptation (PlanAdaptive) reduced the violation rate of the most important dose constraints ('priority 1 constraints', 4.2 versus 0.9%, respectively;p< 0.001) and even improved target volume coverage compared to non-adaptive plans (PlanNon-adaptive).Significance. Markerless CBCT-STAR for liver tumours is feasible using Image-guided deformable registration with rigid GTV propagation. Despite the cost in terms of PTV volumes, daily adaptation reduces constraints violation and restores target volumes coverage.
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Affiliation(s)
- Julien Pierrard
- UCLouvain, Institut de Recherche Experimentale et Clinique (IREC), Center of Molecular Imaging, Radiotherapy and Oncology (MIRO), B-1200 Brussels, Belgium
- Radiation Oncology Department, Cliniques Universitaires Saint-Luc, B-1200 Brussels, Belgium
| | - Stéphanie Deheneffe
- Radiation Oncology Department, CHU-UCL-Namur, Site Sainte-Elisabeth, B-5000 Namur, Belgium
| | - David Dechambre
- Radiation Oncology Department, Cliniques Universitaires Saint-Luc, B-1200 Brussels, Belgium
| | - Edmond Sterpin
- UCLouvain, Institut de Recherche Experimentale et Clinique (IREC), Center of Molecular Imaging, Radiotherapy and Oncology (MIRO), B-1200 Brussels, Belgium
- KU Leuven, Department of Oncology, Laboratory of Experimental Radiotherapy, KU Leuven, Leuven, Belgium
| | - Xavier Geets
- UCLouvain, Institut de Recherche Experimentale et Clinique (IREC), Center of Molecular Imaging, Radiotherapy and Oncology (MIRO), B-1200 Brussels, Belgium
- Radiation Oncology Department, Cliniques Universitaires Saint-Luc, B-1200 Brussels, Belgium
| | - Geneviève Van Ooteghem
- UCLouvain, Institut de Recherche Experimentale et Clinique (IREC), Center of Molecular Imaging, Radiotherapy and Oncology (MIRO), B-1200 Brussels, Belgium
- Radiation Oncology Department, Cliniques Universitaires Saint-Luc, B-1200 Brussels, Belgium
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Peng W, Pan Y, Xie L, Yang Z, Ye Z, Chen J, Wang J, Hu D, Xu L, Zhou Z, Chen M, Fang A, Zhang Y. The emerging therapies are reshaping the first-line treatment for advanced hepatocellular carcinoma: a systematic review and network meta-analysis. Therap Adv Gastroenterol 2024; 17:17562848241237631. [PMID: 38645513 PMCID: PMC11032067 DOI: 10.1177/17562848241237631] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Accepted: 02/12/2024] [Indexed: 04/23/2024] Open
Abstract
Background Given the superior performance of various therapies over sorafenib in advanced hepatocellular carcinoma (HCC) and the absence of direct comparisons, it is crucial to explore the efficacy of these treatments in phase III randomized clinical trials. Objectives The goal is to identify which patients are most likely to benefit significantly from these emerging therapies, contributing to more personalized and informed clinical decision-making. Design Systematic review and network meta-analysis. Data sources and methods PubMed, Embase, ClinicalTrials.gov, and international conference databases have been searched from 1 January 2010 to 1 December 2023. Results After screening, 17 phase III trials encompassing 18 treatments were included. In the whole-population network meta-analysis, the newly first-line tremelimumab plus durvalumab (Tre + Du) was found to be comparable with atezolizumab plus bevacizumab (Atezo + Beva) in providing the best overall survival (OS) benefit [hazard ratio (HR) 1.35, 95% confidence interval (CI): 0.93-1.92]. Concerning OS benefits, sintilimab plus bevacizumab biosimilar (Sint + Beva), camrelizumab plus rivoceranib (Camre + Rivo), and lenvatinib plus pembrolizumab (Lenva + Pemb) appear to exhibit similar effects to Tre + Du and Atezo + Beva. In the context of progression-free survival, Atezo + Beva seemed to outperform Tre + Du (HR: 0.66 CI: 0.49-0.87), while the effects are comparable to Sint + Beva, Camre + Rivo, and Lenva + Pemb. Upon comparison between Asia-Pacific and non-Asia-Pacific cohorts, as well as between hepatitis B virus (HBV)-infected and non-HBV-infected populations, immune checkpoint inhibitor (ICI)-based treatments seemed to exhibit heightened efficacy in the Asia-Pacific group and among individuals with HBV infection. However, combined ICI-based therapies did not show more effectiveness than molecular-targeted drugs in patients without macrovascular invasion and/or extrahepatic spread. As for grades 3-5 adverse events, combined therapies showed comparable safety to sorafenib and lenvatinib. Conclusion Compared with sorafenib and lenvatinib, combination therapies based on ICIs significantly improved the prognosis of advanced HCC and demonstrated similar safety. At the same time, the optimal treatment approach should be tailored to individual patient characteristics, such as etiology, tumor staging, and serum alpha-fetoprotein levels. With lower incidence rates of treatment-related adverse events and non-inferior efficacy compared to sorafenib, ICI monotherapies should be prioritized as a first-line treatment approach for patients who are not suitable candidates for ICI-combined therapies. Trial registration PROSPERO, CRD42022288172.
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Affiliation(s)
- Wei Peng
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
| | - Yangxun Pan
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
| | - Lan Xie
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
- Department of Anesthesiology, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
| | - Zhoutian Yang
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
| | - Zhiwei Ye
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
| | - Jinbin Chen
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
| | - Juncheng Wang
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
| | - Dandan Hu
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
| | - Li Xu
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
| | - Zhongguo Zhou
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
| | - Minshan Chen
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
| | - Aiping Fang
- Department of Nutrition, School of Public Health, Sun Yat-sen University, 651 Dongfeng Road East, Guangzhou, Guangdong 510060, P. R. China
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
| | - Yaojun Zhang
- Department of Liver Surgery, Sun Yat-sen University Cancer Center, 651 Dongfeng Road East, Guangzhou, Guangdong 510060, P. R. China
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, P. R. China
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Tao C, Hu N, Liu Y, Wang H, Wang Z, Zhang K, Wang L, Chen B, Wu F, Rong W, Wu J. Long-term outcome of adjuvant radiotherapy upon postoperative relapse of centrally located hepatocellular carcinoma: a real-world study. Sci Rep 2024; 14:8506. [PMID: 38605164 PMCID: PMC11009320 DOI: 10.1038/s41598-024-59180-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2023] [Accepted: 04/08/2024] [Indexed: 04/13/2024] Open
Abstract
Despite that surgical resection is widely regarded as the most effective approach to the treatment of liver cancer, its safety and efficacy upon centrally located hepatocellular carcinoma (HCC) remain unsatisfactory. In consequence, seeking an integrated treatment, like combined with adjuvant radiotherapy, to enhance the prognosis of patients is of critical importance. By recruiting patients undergoing surgical resection for centrally located HCC ranging from June 2015 to 2020, they were divided into liver resection combined with adjuvant radiotherapy (LR + RT) and mere liver resection (LR) groups. The calculation of propensity score and model of Cox proportional hazards regression were utilized. 193 patients were recruited in aggregation, containing 88 ones undergoing LR + RT, while 105 handled with LR. RT was verified to be an independent factor of prognosis for relapse (HR 0.60). In propensity-score analyses, significant association existed between adjuvant radiotherapy and better disease-free survival (DFS) (Matched, HR 0.60; Adjustment of propensity score, HR 0.60; Inverse probability weighting, HR 0.63). The difference of DFS was apparent within two groups (p value = 0.022), and RT significantly down-regulated early relapse (p value < 0.05) in subgroup analysis. The calculation of E-value revealed robustness of unmeasured confounding. The combination of liver surgical resection with RT is safe and effective towards patients with centrally located HCC, which would notably enhance the prognosis and decrease the early relapse of HCC.
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Affiliation(s)
- Changcheng Tao
- Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Nan Hu
- Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Yue Liu
- Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Hongwei Wang
- Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Zhihao Wang
- Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Kai Zhang
- Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Liming Wang
- Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Bo Chen
- Department of Radiation Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Fan Wu
- Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Weiqi Rong
- Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
| | - Jianxiong Wu
- Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
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Wen Y, Lu L, Mei J, Ling Y, Guan R, Lin W, Wei W, Guo R. Hepatic Arterial Infusion Chemotherapy vs Transcatheter Arterial Chemoembolization as Adjuvant Therapy Following Surgery for MVI-Positive Hepatocellular Carcinoma: A Multicenter Propensity Score Matching Analysis. J Hepatocell Carcinoma 2024; 11:665-678. [PMID: 38596593 PMCID: PMC11001557 DOI: 10.2147/jhc.s453250] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Accepted: 03/17/2024] [Indexed: 04/11/2024] Open
Abstract
Background Microvascular invasion (MVI) is a significant pathological feature in hepatocellular carcinoma (HCC), adjuvant hepatic arterial infusion chemotherapy (a-HAIC) and adjuvant transcatheter arterial chemoembolization (a-TACE), are commonly used for HCC patients with MVI. This study aims to evaluate the efficacies of two adjuvant therapies after surgical treatment for HCC, compare them, and identify the significant factors. Methods Clinical data from two randomized controlled trials involving HCC patients with MVI after surgical treatment were retrospectively reviewed. Propensity score matching (PSM) analysis was performed to balance baseline differences between patients who received a-HAIC or a-TACE, and control groups who underwent hepatectomy alone. Disease-free survival (DFS) and overall survival (OS) rates were compared. Results In total of 549 patients were collected from two randomized controlled trials. Using the PSM and Kaplan-Meier method, the median DFS of the a-HAIC, a-TACE, and control groups was 63.2, 21.7, and 11.2 months (P<0.05). The a-HAIC group show significantly better 1-, 3-, and 5-year OS rates compared to the a-TACE and control groups (96.3%, 80.0%, 72.8% vs 84.4%, 57.0%, 29.8% vs 84.5%, 62.8%, 53.4%, P<0.05). But the OS rates of a-TACE and control groups showed no significant difference (P=0.279). Multivariate analysis identified a-HAIC (HR=0.449, P=0.000) and a-TACE (HR=0.633, P=0.007) as independent protective factors. For OS, a-HAIC (HR=0.388, P=0.003) was identified as an independent protective factor, too. Conclusion Compared to a-TACE and the control group, a-HAIC demonstrated greater benefits in preventing tumor recurrence and improving survival in HCC patients with MVI.
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Affiliation(s)
- Yuhua Wen
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People’s Republic of China
- Department of Liver Surgery, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People’s Republic of China
| | - Lianghe Lu
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People’s Republic of China
- Department of Liver Surgery, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People’s Republic of China
| | - Jie Mei
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People’s Republic of China
- Department of Liver Surgery, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People’s Republic of China
| | - Yihong Ling
- Department of Liver Surgery, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People’s Republic of China
- Department of Pathology of Sun Yat-sen University Cancer Center, Guangzhou, 510060, People’s Republic of China
| | - Renguo Guan
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People’s Republic of China
- Department of Liver Surgery, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People’s Republic of China
| | - Wenping Lin
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People’s Republic of China
- Department of Liver Surgery, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People’s Republic of China
| | - Wei Wei
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People’s Republic of China
- Department of Liver Surgery, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People’s Republic of China
| | - Rongping Guo
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People’s Republic of China
- Department of Liver Surgery, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, People’s Republic of China
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Liu S, Zhou P, Shen Q, Qian G. Efficacy of microwave ablation with parallel acupuncture guided by ultrasound in treating single hepatocellular carcinoma in high-risk areas: A retrospective analysis of 155 patients. J Cancer Res Ther 2024; 20:547-554. [PMID: 38687924 DOI: 10.4103/jcrt.jcrt_1246_23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Accepted: 02/02/2024] [Indexed: 05/02/2024]
Abstract
OBJECTIVE To investigate the safety and short- and long-term efficacy of ultrasound-guided microwave ablation (MWA) with parallel acupuncture for treating single hepatocellular carcinoma (HCC) in high-risk areas. METHODS Retrospective analysis was performed on 155 patients with single hepatocellular carcinoma who underwent microwave ablation in our hospital between December 2015 and September 2016. Patients with a tumor distance of ≤5 mm from the risk area were included in the observation group. Patients with a tumor distance of >5 mm from the risk area were placed in the control group. The patients' preoperative general health status, tumor site, tumor size, follow-up data, disease-free survival rate, overall survival rates, local tumor progression, and intrahepatic distant recurrence rate were collected and analyzed. RESULTS The 1-, 3-, and 5-year overall survival rates for the observation group were 91.8%, 75.5%, and 59.2%, respectively. The 1-, 3-, and 5-year overall survival rates for the control group were 97.2%, 84.0%, and 66.0%, respectively. There were no significant differences between the two groups (P = 0.522). A tumor size of ≤20 mm (HR = 0.488, 95% CI = 0.254-0.940, P = 0.032) was an independent risk factor affecting the overall survival of patients with solitary HCC treated with MWA. The 1-, 3-, and 5-year recurrence-free survival rates for the observation group were 59.2%, 28.6%, and 18.4%, respectively, and those for the control group were 79.2%, 43.4%, and 31.1%, respectively. There was a statistical difference between the two groups (P = 0.007). Tumor size ≤20 mm (HR = 0.468, 95% CI = 0.303-0.723, P = 0.001), tumor location in a risk area (HR = 1.662, 95% CI = 1.121-2.465, P = 0.011), and an α-fetoprotein (AFP) level of <200 ug/L (HR = 0.612, 95% CI = 0.386-0.970, P = 0.036) are independent factors affecting the recurrence-free survival of MWA treatment for HCC. CONCLUSION Microwave ablation with parallel acupuncture guided by ultrasound is a safe and effective treatment for single hepatocellular carcinoma in high-risk areas.
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Affiliation(s)
- Sheng Liu
- Department of Interventional Ultrasound, Eastern Hepatobiliary Surgery Hospital, Third Affiliated Hospital of China Naval Medical University, Shanghai, China
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Cai M, Huang W, Liang W, Guo Y, Liang L, Lin L, Xie L, Zhou J, Chen Y, Cao B, Wu J, Zhu K. Lenvatinib, sintilimab plus transarterial chemoembolization for advanced stage hepatocellular carcinoma: A phase II study. Liver Int 2024; 44:920-930. [PMID: 38291865 DOI: 10.1111/liv.15831] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/10/2023] [Revised: 12/06/2023] [Accepted: 12/19/2023] [Indexed: 02/01/2024]
Abstract
BACKGROUND & AIMS Our retrospective study has suggested encouraging outcomes of lenvatinib combined with PD-1 inhibitor and transarterial chemoembolization (TACE) on advanced hepatocellular carcinoma (HCC). This phase II trial was conducted to prospectively investigate the efficacy and safety of lenvatinib, sintilimab (a PD-1 inhibitor) plus TACE (Len-Sin-TACE) in patients with advanced stage HCC. METHODS This was a single-arm phase II trial. Patients with BCLC stage C HCC were recruited. They received lenvatinib (bodyweight ≥60 kg, 12 mg; bodyweight <60 kg, 8 mg) orally once daily, sintilimab (200 mg) intravenously once every 3 weeks, and on demand TACE. The primary endpoint was progression-free survival (PFS) per mRECIST. RESULTS Thirty patients were enrolled. The primary endpoint was met with a median PFS of 8.0 (95% confidence interval [CI]: 6.1-9.8) months per mRECIST, which was the same as that per RECIST 1.1. The objective response rate was 60.0% per mRECIST and 30.0% per RECIST 1.1. The disease control rate was 86.7% per mRECIST/RECIST 1.1. The median duration of response was 7.4 (95% CI: 6.6-8.2) months per mRECIST (n = 18) and 4.3 (95% CI: 4.0-4.6) months per RECIST 1.1 (n = 9). The median overall survival was 18.4 (95% CI: 14.5-22.3) months. Treatment-related adverse events (TRAEs) occurred in 28 patients (93.3%) and grade 3 TRAEs were observed in 12 patients (40.0%). There were no grade 4/5 TRAEs. CONCLUSIONS Len-Sin-TACE showed promising antitumour activities with a manageable safety profile in patients with advanced stage HCC. The preliminary results need to be further evaluated with phase III randomized trials.
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Affiliation(s)
- Mingyue Cai
- Department of Minimally Invasive Interventional Radiology, the Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
- Interventional Oncology Center, the Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
- Radiology Center, the Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Wensou Huang
- Department of Minimally Invasive Interventional Radiology, the Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
- Interventional Oncology Center, the Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
- Radiology Center, the Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Wei Liang
- Department of Minimally Invasive Interventional Radiology, the Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
- Interventional Oncology Center, the Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
- Department of Interventional Radiology, the First People's Hospital of Foshan, Foshan, China
| | - Yongjian Guo
- Department of Minimally Invasive Interventional Radiology, the Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
- Interventional Oncology Center, the Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
- Radiology Center, the Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Licong Liang
- Department of Minimally Invasive Interventional Radiology, the Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
- Interventional Oncology Center, the Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
- Radiology Center, the Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Liteng Lin
- Department of Minimally Invasive Interventional Radiology, the Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
- Interventional Oncology Center, the Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
- Radiology Center, the Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Lulu Xie
- Radiology Center, the Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Jingwen Zhou
- Department of Minimally Invasive Interventional Radiology, the Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
- Interventional Oncology Center, the Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
- Radiology Center, the Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Ye Chen
- Department of Minimally Invasive Interventional Radiology, the Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
- Interventional Oncology Center, the Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
- Radiology Center, the Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Bihui Cao
- Department of Minimally Invasive Interventional Radiology, the Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
- Interventional Oncology Center, the Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
- Radiology Center, the Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Jingqiang Wu
- Department of Minimally Invasive Interventional Radiology, the Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
- Interventional Oncology Center, the Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
- Radiology Center, the Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Kangshun Zhu
- Department of Minimally Invasive Interventional Radiology, the Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
- Interventional Oncology Center, the Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
- Radiology Center, the Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
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Wang W, Wang Y, Song D, Zhou Y, Luo R, Ying S, Yang L, Sun W, Cai J, Wang X, Bao Z, Zheng J, Zeng M, Gao Q, Wang X, Zhou J, Wang M, Shao G, Rao SX, Zhu K. A Transformer-Based microvascular invasion classifier enhances prognostic stratification in HCC following radiofrequency ablation. Liver Int 2024; 44:894-906. [PMID: 38263714 DOI: 10.1111/liv.15846] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2023] [Revised: 12/15/2023] [Accepted: 01/07/2024] [Indexed: 01/25/2024]
Abstract
BACKGROUND & AIMS We aimed to develop a Transformer-based deep learning (DL) network for prognostic stratification in hepatocellular carcinoma (HCC) patients undergoing RFA. METHODS A Swin Transformer DL network was trained to establish associations between magnetic resonance imaging (MRI) datasets and the ground truth of microvascular invasion (MVI) based on 696 surgical resection (SR) patients with solitary HCC ≤3 cm, and was validated in an external cohort (n = 180). The multiphase MRI-based DL risk outputs using an optimal threshold of .5 was employed as a MVI classifier for prognosis stratification in the RFA cohort (n = 180). RESULTS Over 90% of all enrolled patients exhibited hepatitis B virus infection. Liver cirrhosis was significantly more prevalent in the RFA cohort compared to the SR cohort (72.2% vs. 44.1%, p < .001). The MVI risk outputs exhibited good performance (area under the curve values = .938 and .883) for predicting MVI in the training and validation cohort, respectively. The RFA patients at high risk of MVI classified by the MVI classifier demonstrated significantly lower recurrence-free survival (RFS) and overall survival rates at 1, 3 and 5 years compared to those classified as low risk (p < .001). Multivariate cox regression modelling of a-fetoprotein > 20 ng/mL [hazard ratio (HR) = 1.53; 95% confidence interval (95% CI): 1.02-2.33, p = .047], high risk of MVI (HR = 3.76; 95% CI: 2.40-5.88, p < .001) and unfavourable tumour location (HR = 2.15; 95% CI: 1.40-3.29, p = .001) yielded a c-index of .731 (bootstrapped 95% CI: .667-.778) for evaluating RFS after RFA. Among the three risk factors, MVI was the most powerful predictor for intrahepatic distance recurrence. CONCLUSIONS The proposed MVI classifier can serve as a valuable imaging biomarker for prognostic stratification in early-stage HCC patients undergoing RFA.
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Affiliation(s)
- Wentao Wang
- Department of Radiology, Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
- Shanghai Institute of Medical Imaging, Shanghai, China
| | | | - Danjun Song
- Department of Interventional Therapy, Zhejiang Cancer Hospital, Hangzhou, China
- Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, China
| | - Yingting Zhou
- Department of Hepatic Oncology, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Rongkui Luo
- Department of Pathology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Siqi Ying
- Digital Medical Research Center, School of Basic Medical Sciences, Fudan University, Shanghai, China
- Shanghai Key Laboratory of Medical Imaging Computing and Computer Assisted Intervention, Shanghai, China
| | - Li Yang
- Department of Radiology, Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
- Shanghai Institute of Medical Imaging, Shanghai, China
| | - Wei Sun
- Department of Radiology, Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jiabin Cai
- Department of Liver Surgery, Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Xi Wang
- Department of Ultrasound, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Zhen Bao
- Department of Pathology, Zhejiang Cancer Hospital, Hangzhou, China
| | - Jiaping Zheng
- Department of Interventional Therapy, Zhejiang Cancer Hospital, Hangzhou, China
- Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, China
| | - Mengsu Zeng
- Department of Radiology, Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
- Shanghai Institute of Medical Imaging, Shanghai, China
| | - Qiang Gao
- Department of Liver Surgery, Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
- Institutes of Biomedical Sciences, Fudan University, Shanghai, China
| | - Xiaoying Wang
- Department of Liver Surgery, Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jian Zhou
- Department of Liver Surgery, Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
- Institutes of Biomedical Sciences, Fudan University, Shanghai, China
| | - Manning Wang
- Digital Medical Research Center, School of Basic Medical Sciences, Fudan University, Shanghai, China
- Shanghai Key Laboratory of Medical Imaging Computing and Computer Assisted Intervention, Shanghai, China
| | - Guoliang Shao
- Department of Interventional Therapy, Zhejiang Cancer Hospital, Hangzhou, China
- Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, China
| | - Sheng-Xiang Rao
- Department of Radiology, Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
- Shanghai Institute of Medical Imaging, Shanghai, China
| | - Kai Zhu
- Department of Liver Surgery, Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China
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Huang P, Wu F, Hou K, Zhou C, Xiao Y, Wang C, Miao G, Yang C, Zeng M. Diagnostic algorithm for subcentimeter hepatocellular carcinoma using alpha-fetoprotein and imaging features on gadoxetic acid-enhanced MRI. Eur Radiol 2024; 34:2271-2282. [PMID: 37792079 DOI: 10.1007/s00330-023-10214-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Revised: 08/20/2023] [Accepted: 08/23/2023] [Indexed: 10/05/2023]
Abstract
OBJECTIVE To investigate the role of serum alpha-fetoprotein (AFP) in diagnosing subcentimeter hepatocellular carcinoma (HCC) on gadoxetic acid-enhanced MRI (EOB-MRI). METHODS This study retrospectively enrolled treatment-naïve patients with chronic hepatitis B who had a solitary subcentimeter observation on EOB-MRI from January 2017 to March 2023. Final diagnosis was confirmed by pathology for HCC and pathology or follow-up for benign controls. The AFP cutoff value for HCC was determined using Youden's index. Diagnostic criteria were developed according to significant findings in logistic regression analyses based on AFP and imaging features. The diagnostic performance of possible criteria was compared to the diagnostic hallmarks of HCC (arterial-phase hyperintensity and portal-phase hypointensity). RESULTS A total of 305 patients (mean age, 51.5 ± 10.7 years; 153 men) were divided into derivation and temporal validation cohorts. Four findings, namely AFP >13.7 ng/mL, arterial-phase hyperintensity, portal-phase hypointensity, and transitional-phase hypointensity, were predictors of HCC. A new criterion (at least three of the four findings) showed higher sensitivity than the diagnostic hallmarks (derivation cohort, 71.6% vs. 52.3%, p < 0.001; validation cohort, 75.0% vs. 47.5%, p = 0.003) without decreasing specificity (derivation cohort, 92.5% vs. 92.5%, p > 0.999; validation cohort, 92.0% vs. 92.0%, p > 0.999). Another criterion (all four findings) achieved a slightly higher specificity than the diagnostic hallmark (derivation cohort, 99.1% vs. 92.5%, p = 0.023; validation cohort, 100.0% vs. 92.0%, p = 0.134). Subgroup analysis for hepatobiliary hypointense observations yielded similar results. CONCLUSION Including AFP in the diagnostic algorithm may improve the diagnostic performance for subcentimeter HCC. CLINICAL RELEVANCE STATEMENT Combining imaging features on gadoxetic acid-enhanced MRI with alpha-fetoprotein may enhance the diagnostic performance for subcentimeter HCC in treatment-naïve patients with chronic hepatitis B. KEY POINTS • The traditional diagnostic hallmark of HCC (arterial-phase hyperintensity and portal-phase hypointensity) shows modest diagnostic performance for subcentimeter HCC on EOB-MRI. • Serum alpha-fetoprotein > 13.7 ng/mL, arterial-phase hyperintensity, portal-phase hypointensity, and transitional-phase hypointensity were independent predictors for subcentimeter HCC. • A criterion of at least three of the four above findings achieved a higher sensitivity without decreasing specificity.
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Affiliation(s)
- Peng Huang
- Department of Radiology, Zhongshan Hospital, Fudan University, Xuhui District, No. 180 Fenglin Road, Shanghai, 200032, China
- Department of Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Fei Wu
- Department of Radiology, Zhongshan Hospital, Fudan University, Xuhui District, No. 180 Fenglin Road, Shanghai, 200032, China
- Department of Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Kai Hou
- Department of Radiology, Zhongshan Hospital, Fudan University, Xuhui District, No. 180 Fenglin Road, Shanghai, 200032, China
- Department of Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Changwu Zhou
- Department of Radiology, Zhongshan Hospital, Fudan University, Xuhui District, No. 180 Fenglin Road, Shanghai, 200032, China
- Department of Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
- Shanghai Institute of Medical Imaging, Shanghai, China
| | - Yuyao Xiao
- Department of Radiology, Zhongshan Hospital, Fudan University, Xuhui District, No. 180 Fenglin Road, Shanghai, 200032, China
- Department of Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Cheng Wang
- Department of Radiology, Zhongshan Hospital, Fudan University, Xuhui District, No. 180 Fenglin Road, Shanghai, 200032, China
- Department of Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Gengyun Miao
- Department of Radiology, Zhongshan Hospital, Fudan University, Xuhui District, No. 180 Fenglin Road, Shanghai, 200032, China
- Department of Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Chun Yang
- Department of Radiology, Zhongshan Hospital, Fudan University, Xuhui District, No. 180 Fenglin Road, Shanghai, 200032, China.
- Department of Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China.
| | - Mengsu Zeng
- Department of Radiology, Zhongshan Hospital, Fudan University, Xuhui District, No. 180 Fenglin Road, Shanghai, 200032, China.
- Department of Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China.
- Shanghai Institute of Medical Imaging, Shanghai, China.
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Lu L, Guo W, Chen J, Gao S, Liu L, Gong B, Yang H, Wang X, Chen Y, Shi Y, Chen X. Postoperative subphenotypes modified the hepatoma arterial-embolization prognostic score: A novel smHAP-II nomogram. J Cancer 2024; 15:2940-2947. [PMID: 38706898 PMCID: PMC11064269 DOI: 10.7150/jca.91175] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Accepted: 03/06/2024] [Indexed: 05/07/2024] Open
Abstract
Background: Three subphenotypes were identified for unresectable hepatocellular carcinoma (uHCC) after frontline transarterial chemoembolization (TACE). This study aimed to develop an individual smHAP-Ⅱ nomogram for uHCC patients after TACE. Methods: Between January 2007 to December 2016, 1517 uHCC patients undergoing TACE were included from four hospitals in China (derivation cohort: 597 cases; validation cohort: 920 cases). Multivariable Cox proportion regression analysis was used to develop a nomogram, incorporating postoperative subphenotypes (Phenotype 1, 2, 3) and HAP score (Score 0 to 4). The model was validated by a 1000-time bootstrap resampling procedure. The performance of the model was compared with existing ones by Harrell's C-index and Area Under Curve (AUC). Results: Postoperative subphenotypes modified the HAP score (smHAP-Ⅱ nomogram) was developed and validated, with the Harrell's C-index of the nomogram was 0.679 (SD: 0.029) for the derivation cohort and 0.727(SD:0.029) for the external cohort. The area under curves of the nomogram for 1-, 3-, and 5-year OS were 0.750, 0.710, and 0.732 for the derivation cohort, respectively (0.789, 0.762, and 0.715 for the external cohort). In the calibration curves stratified by treatment after TACE, the lines for re-TACE and stop-TACE cross at 0.23, indicating that patients with a 3-year predicted survival >23% would not benefit from TACE. Conclusions: The addition of postoperative subphenotypes significantly improved the prognostic performance. The smHAP-Ⅱ nomogram can be used for accurate prognostication and selection of optimal candidates for TACE, with the value to guide sequential treatment strategy.
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Affiliation(s)
- Linbin Lu
- Department of Oncology, Mengchao Hepatobiliary Hospital of Fujian Medical University, 350025, Fuzhou, Fujian, PR China
| | - Wanting Guo
- Department of Oncology, the 900th Hospital of Joint Logistic Support Force, PLA, Fuzong Clinical College of Fujian Medical University, 350025, Fuzhou, Fujian, PR China
| | - Jialin Chen
- Department of Oncology, Mengchao Hepatobiliary Hospital of Fujian Medical University, 350025, Fuzhou, Fujian, PR China
| | - Simiao Gao
- Department of Oncology, the 900th Hospital of Joint Logistic Support Force, PLA, Fuzong Clinical College of Fujian Medical University, 350025, Fuzhou, Fujian, PR China
| | - Lifang Liu
- Department of Oncology, the 900th Hospital of Joint Logistic Support Force, PLA, Xiamen University Medical College, 350025, Fuzhou, Fujian, PR China
| | - Baocuo Gong
- Department of Oncology, the 900th Hospital of Joint Logistic Support Force, PLA, Xiamen University Medical College, 350025, Fuzhou, Fujian, PR China
| | - Hongyi Yang
- Department of Oncology, the 900th Hospital of Joint Logistic Support Force, PLA, Fuzong Clinical College of Fujian Medical University, 350025, Fuzhou, Fujian, PR China
| | - Xuewen Wang
- Department of Oncology, Mengchao Hepatobiliary Hospital of Fujian Medical University, 350025, Fuzhou, Fujian, PR China
| | - Yayin Chen
- Department of Oncology, Mengchao Hepatobiliary Hospital of Fujian Medical University, 350025, Fuzhou, Fujian, PR China
| | - Yanhong Shi
- Department of Oncology, Mengchao Hepatobiliary Hospital of Fujian Medical University, 350025, Fuzhou, Fujian, PR China
| | - Xiong Chen
- Department of Oncology, Mengchao Hepatobiliary Hospital of Fujian Medical University, 350025, Fuzhou, Fujian, PR China
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Chen P, Xiao Q, Guo Z, Liang W, Liu O, Lin L, Huang Y, Zhu K, Ye G. Synthesis and characterization of 3-in-1 multifunctional lipiodol-doped Fe 3O 4@Poly (diallyl isophthalate) microspheres for arterial embolization, chemotherapy, and imaging. Biomed Mater 2024; 19:035011. [PMID: 38387046 DOI: 10.1088/1748-605x/ad2c1a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Accepted: 02/22/2024] [Indexed: 02/24/2024]
Abstract
Transcatheter arterial embolization plays a pivotal role in treating various diseases. However, the efficacy of embolization therapy in cancer treatment can be limited by several factors, such as inevitable incomplete or non-target embolization, and the tumor recurrence and metastasis caused by the hypoxic microenvironment. Moreover, it is essential to explore simpler, more economical, and efficient methods for microsphere synthesis. Herein, we achieved one-step photocatalytic synthesis of lipiodol-doped Fe3O4@Poly (diallyliso-phthalate) multifunctional microspheres (IFeD MS) for arterial embolization, chemotherapy, and imaging. The prepared microspheres are in the shape of dried plums, with a particle size of 100-300 μm. Lipiodol demonstrates a certain degree of chemotherapeutic activity, and the incorporation of Fe3O4enables the microspheres to exhibit magnetothermal response and magnetic resonance imaging capabilities. Furthermore, the radiopaque characteristics of both agents provide the microspheres with promising potential for computed tomography and digital radiography imaging. The renal embolization experiment in rabbits demonstrated that IFeD MS achieved significant embolization and chemotherapeutic effects. Biocompatibility experiments revealed that this embolic agent did not induce tissue damage or inflammation beyond the treatment area. Additionally, IFeD MS exhibited promising imaging potential. The results of this study imply that the developed multifunctional embolic agent IFeD MS may have significant potential in transforming tumors previously only suitable for palliative cares into resectable radical treatments.
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Affiliation(s)
- Piaoyi Chen
- The Fifth Affiliated Hospital, Guangdong Province NMPA and State Key Laboratory, The School of Pharmaceutical Sciences, Guangzhou Medical University, Guangzhou 511436, People's Republic of China
| | - Qinglin Xiao
- The Fifth Affiliated Hospital, Guangdong Province NMPA and State Key Laboratory, The School of Pharmaceutical Sciences, Guangzhou Medical University, Guangzhou 511436, People's Republic of China
| | - Zhaoxiong Guo
- Laboratory of Interventional Radiology, Department of Minimally Invasive Interventional Radiology and Department of Radiology, The Second Affiliated Hospital of Guangzhou Medical University, 250 East Changgang Road, Guangzhou 510260, Guangdong Province, People's Republic of China
| | - Wei Liang
- Laboratory of Interventional Radiology, Department of Minimally Invasive Interventional Radiology and Department of Radiology, The Second Affiliated Hospital of Guangzhou Medical University, 250 East Changgang Road, Guangzhou 510260, Guangdong Province, People's Republic of China
| | - Ou Liu
- Laboratory of Interventional Radiology, Department of Minimally Invasive Interventional Radiology and Department of Radiology, The Second Affiliated Hospital of Guangzhou Medical University, 250 East Changgang Road, Guangzhou 510260, Guangdong Province, People's Republic of China
| | - Liteng Lin
- Laboratory of Interventional Radiology, Department of Minimally Invasive Interventional Radiology and Department of Radiology, The Second Affiliated Hospital of Guangzhou Medical University, 250 East Changgang Road, Guangzhou 510260, Guangdong Province, People's Republic of China
| | - Yugang Huang
- The Fifth Affiliated Hospital, Guangdong Province NMPA and State Key Laboratory, The School of Pharmaceutical Sciences, Guangzhou Medical University, Guangzhou 511436, People's Republic of China
| | - Kangshun Zhu
- Laboratory of Interventional Radiology, Department of Minimally Invasive Interventional Radiology and Department of Radiology, The Second Affiliated Hospital of Guangzhou Medical University, 250 East Changgang Road, Guangzhou 510260, Guangdong Province, People's Republic of China
| | - Guodong Ye
- The Fifth Affiliated Hospital, Guangdong Province NMPA and State Key Laboratory, The School of Pharmaceutical Sciences, Guangzhou Medical University, Guangzhou 511436, People's Republic of China
- Laboratory of Interventional Radiology, Department of Minimally Invasive Interventional Radiology and Department of Radiology, The Second Affiliated Hospital of Guangzhou Medical University, 250 East Changgang Road, Guangzhou 510260, Guangdong Province, People's Republic of China
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Li HY, Zheng LL, Hu N, Wang ZH, Tao CC, Wang YR, Liu Y, Aizimuaji Z, Wang HW, Zheng RQ, Xiao T, Rong WQ. Telomerase-related advances in hepatocellular carcinoma: A bibliometric and visual analysis. World J Gastroenterol 2024; 30:1224-1236. [PMID: 38577190 PMCID: PMC10989492 DOI: 10.3748/wjg.v30.i9.1224] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/11/2023] [Revised: 01/03/2024] [Accepted: 02/03/2024] [Indexed: 03/06/2024] Open
Abstract
BACKGROUND As a critical early event in hepatocellular carcinogenesis, telomerase activation might be a promising and critical biomarker for hepatocellular carcinoma (HCC) patients, and its function in the genesis and treatment of HCC has gained much attention over the past two decades. AIM To perform a bibliometric analysis to systematically assess the current state of research on HCC-related telomerase. METHODS The Web of Science Core Collection and PubMed were systematically searched to retrieve publications pertaining to HCC/telomerase limited to "articles" and "reviews" published in English. A total of 873 relevant publications related to HCC and telomerase were identified. We employed the Bibliometrix package in R to extract and analyze the fundamental information of the publications, such as the trends in the publications, citation counts, most prolific or influential writers, and most popular journals; to screen for keywords occurring at high frequency; and to draw collaboration and cluster analysis charts on the basis of coauthorship and co-occurrences. VOSviewer was utilized to compile and visualize the bibliometric data. RESULTS A surge of 51 publications on HCC/telomerase research occurred in 2016, the most productive year from 1996 to 2023, accompanied by the peak citation count recorded in 2016. Up to December 2023, 35226 citations were made to all publications, an average of 46.6 citations to each paper. The United States received the most citations (n = 13531), followed by China (n = 7427) and Japan (n = 5754). In terms of national cooperation, China presented the highest centrality, its strongest bonds being to the United States and Japan. Among the 20 academic institutions with the most publications, ten came from China and the rest of Asia, though the University of Paris Cité, Public Assistance-Hospitals of Paris, and the National Institute of Health and Medical Research (INSERM) were the most prolific. As for individual contributions, Hisatomi H, Kaneko S, and Ide T were the three most prolific authors. Kaneko S ranked first by H-index, G-index, and overall publication count, while Zucman-Rossi J ranked first in citation count. The five most popular journals were the World Journal of Gastroenterology, Hepatology, Journal of Hepatology, Oncotarget, and Oncogene, while Nature Genetics, Hepatology, and Nature Reviews Disease Primers had the most citations. We extracted 2293 keywords from the publications, 120 of which appeared more than ten times. The most frequent were HCC, telomerase and human telomerase reverse transcriptase (hTERT). Keywords such as mutational landscape, TERT promoter mutations, landscape, risk, and prognosis were among the most common issues in this field in the last three years and may be topics for research in the coming years. CONCLUSION Our bibliometric analysis provides a comprehensive overview of HCC/telomerase research and insights into promising upcoming research.
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Affiliation(s)
- Hai-Yang Li
- Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Lin-Lin Zheng
- Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Nan Hu
- Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Zhi-Hao Wang
- Department of Hepatobiliary Hernia Surgery, Liaocheng Dongcangfu People’s Hospital, Liaocheng 252000, Shandong Province, China
| | - Chang-Cheng Tao
- Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Ya-Ru Wang
- State Key Laboratory of Molecular Oncology, Department of Etiology and Carcinogenesis, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Yue Liu
- Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Zulihumaer Aizimuaji
- State Key Laboratory of Molecular Oncology, Department of Etiology and Carcinogenesis, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Hong-Wei Wang
- Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Rui-Qi Zheng
- State Key Laboratory of Molecular Oncology, Department of Etiology and Carcinogenesis, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Ting Xiao
- State Key Laboratory of Molecular Oncology, Department of Etiology and Carcinogenesis, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Wei-Qi Rong
- Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
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