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Kalandarishvili M, Oehme F, Radulova-Mauersberger O, Kipke N, Solimena M, Teske C, Mibelli N, Weitz J, Distler M, Hempel S. Glucose metabolism after distal pancreatectomy - deterioration of beta cell function becomes noticeable at an early stage: a retrospective cohort study. BMC Surg 2025; 25:147. [PMID: 40205383 PMCID: PMC11980272 DOI: 10.1186/s12893-025-02867-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: 02/14/2025] [Accepted: 03/24/2025] [Indexed: 04/11/2025] Open
Abstract
BACKGROUND Distal pancreatectomy (DP) can worsen pancreatic endocrine function. Effects on glucose metabolism and underlying mechanisms after DP remains a topic of significant interest and not yet fully understood. This study aimed to examine the impact of DP on blood glucose homeostasis with a particular focus on metabolic outcomes and development of postoperative diabetes. METHODS Considered were all patients who underwent DP between 01/2010 and 09/2021 and participated simultaneously in extended blood glucose monitoring with a 12 months follow-up. Blood samples were analyzed for markers of pancreatic endocrine function both fasting and after an oral glucose tolerance test preoperatively and 3 and 12 months after DP. RESULTS Included patients (n = 69) were preoperatively categorized into three groups according to American Diabetes Association (ADA) criteria: 17 patients (24.6%) were normoglycemic (NG), 22 (31.9%) had prediabetes (impaired fasting glucose / impaired glucose tolerance - IFG/IGT) and 30 (43.5%) had diabetes mellitus (DM). In the NG subgroup, beta-cell function (HOMA2%B - updated homeostasis model assessment) significantly decreased from 117.4% (101.1-135%) to 66.9% (49.7-102.1%) at 12 months postoperatively (p < 0.05). Insulin sensitivity (HOMA2%S) significantly increased from 48.2% (33.4-66.9%) to 63.5% (49.8-86%) at 12 months postoperatively (p < 0.05). In the IFG/IGT subgroup, there was a non-significant trend of decreased HOMA2%B and increased HOMA2%S postoperatively. Postoperatively, 11.8% of NG patients and 60% of prediabetic patients developed DM. CONCLUSION DP already leads to significant changes in glucose metabolism within a 12 month follow-up period. Patients with preoperative prediabetes are particularly at high risk of developing postoperative DM. Therefore, the indication for DP should be critically evaluated, especially in cases with a relative indication for surgery. If possible parenchymal sparing surgical options should be contemplated. TRIAL REGISTRATION Not applicable.
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Affiliation(s)
- Mikheil Kalandarishvili
- Department of Visceral, Thoracic and Vascular Surgery, University Hospital and Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Fetscherstrasse 74, 01307, Dresden, Germany
| | - Florian Oehme
- Department of Visceral, Thoracic and Vascular Surgery, University Hospital and Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Fetscherstrasse 74, 01307, Dresden, Germany
| | - Olga Radulova-Mauersberger
- Department of Visceral, Thoracic and Vascular Surgery, University Hospital and Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Fetscherstrasse 74, 01307, Dresden, Germany
| | - Nicole Kipke
- Department of Visceral, Thoracic and Vascular Surgery, University Hospital and Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Fetscherstrasse 74, 01307, Dresden, Germany
- Paul Langerhans Institute Dresden of the Helmholtz Center Munich at University Hospital and Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
- Molecular Diabetology, University Hospital and Faculty of Medicine, Technische Universität Dresden, Dresden, Germany
- German Center for Diabetes Research (DZD e.V), Neuherberg, Germany
| | - Michele Solimena
- Paul Langerhans Institute Dresden of the Helmholtz Center Munich at University Hospital and Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
- Molecular Diabetology, University Hospital and Faculty of Medicine, Technische Universität Dresden, Dresden, Germany
- German Center for Diabetes Research (DZD e.V), Neuherberg, Germany
| | - Christian Teske
- Department of Visceral, Thoracic and Vascular Surgery, University Hospital and Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Fetscherstrasse 74, 01307, Dresden, Germany
| | - Nicolas Mibelli
- Department of Visceral, Thoracic and Vascular Surgery, University Hospital and Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Fetscherstrasse 74, 01307, Dresden, Germany
| | - Jürgen Weitz
- Department of Visceral, Thoracic and Vascular Surgery, University Hospital and Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Fetscherstrasse 74, 01307, Dresden, Germany
- Paul Langerhans Institute Dresden of the Helmholtz Center Munich at University Hospital and Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
- German Center for Diabetes Research (DZD e.V), Neuherberg, Germany
| | - Marius Distler
- Department of Visceral, Thoracic and Vascular Surgery, University Hospital and Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Fetscherstrasse 74, 01307, Dresden, Germany
- Paul Langerhans Institute Dresden of the Helmholtz Center Munich at University Hospital and Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
- German Center for Diabetes Research (DZD e.V), Neuherberg, Germany
| | - Sebastian Hempel
- Department of Visceral, Thoracic and Vascular Surgery, University Hospital and Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Fetscherstrasse 74, 01307, Dresden, Germany.
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Sharma R, Kumar S, Komal K, Ghosh R, Thakur S, Pal RR, Kumar M. Comprehensive insights into pancreatic cancer treatment approaches and cutting-edge nanocarrier solutions: from pathology to nanomedicine. NAUNYN-SCHMIEDEBERG'S ARCHIVES OF PHARMACOLOGY 2025:10.1007/s00210-025-04094-y. [PMID: 40202672 DOI: 10.1007/s00210-025-04094-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/07/2025] [Accepted: 03/21/2025] [Indexed: 04/10/2025]
Abstract
Pancreatic cancer is one of the most lethal malignancies worldwide. It is characterized by poor prognosis, high mortality, and recurrence rates. Various modifiable and non-modifiable risk factors are associated with pancreatic cancer incidence. Available treatments for pancreatic cancer include surgery, chemotherapy, radiotherapy, photodynamic therapy, supportive care, targeted therapy, and immunotherapy. However, the survival rates for PC are very low. Regrettably, despite efforts to enhance prognosis, the survival rate of pancreatic cancer remains relatively low. Therefore, it is essential to investigate new approaches to improve pancreatic cancer treatment. By synthesizing current knowledge and identifying existing gaps, this article provides a comprehensive overview of risk factors, pathology, conventional treatments, targeted therapies, and recent advancements in nanocarriers for its treatment, along with various clinical trials and patents that justify the safety and efficacy of innovative carriers for drug delivery systems. Ultimately, this review underscores the potential of these innovative formulations to improve outcomes and contribute significantly to the advancement of Pancreatic Cancer treatment. Together, these insights highlight nano-formulations as a promising frontier for effectively treating Pancreatic Cancer.
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Affiliation(s)
- Rohit Sharma
- Department of Pharmaceutics, ISF College Pharmacy, GT Road, Moga, 142001, Punjab, India
| | - Sourabh Kumar
- Department of Pharmaceutics, ISF College Pharmacy, GT Road, Moga, 142001, Punjab, India
| | - Kumari Komal
- Department of Pharmaceutics, ISF College Pharmacy, GT Road, Moga, 142001, Punjab, India
| | - Rashmi Ghosh
- Department of Pharmaceutics, ISF College Pharmacy, GT Road, Moga, 142001, Punjab, India
| | - Shubham Thakur
- Department of Pharmaceutics, ISF College Pharmacy, GT Road, Moga, 142001, Punjab, India
| | - Ravi Raj Pal
- Department of Pharmaceutics, ISF College Pharmacy, GT Road, Moga, 142001, Punjab, India
| | - Manish Kumar
- Department of Pharmaceutics, ISF College Pharmacy, GT Road, Moga, 142001, Punjab, India.
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Shao Z, Tang W, Wu H, Kong Y, Hao X. Incorporating multiple functional annotations to improve polygenic risk prediction accuracy. CELL GENOMICS 2025:100850. [PMID: 40239655 DOI: 10.1016/j.xgen.2025.100850] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/26/2024] [Revised: 01/21/2025] [Accepted: 03/18/2025] [Indexed: 04/18/2025]
Abstract
We present OmniPRS, a scalable biobank-scale framework that improves genetic risk prediction for complex traits by integrating genome-wide association study (GWAS) summary statistics and functional annotations. It employs a mixed model incorporating tissue-specific genetic variance components from annotations to re-estimate single-nucleotide polymorphism (SNP) effects and constructs tissue-specific polygenic risk scores (PRSs) and aggregates them into the final OmniPRS. Our experiments, encompassing 135 simulation scenarios and 11 representative traits, demonstrate that OmniPRS is flexible and robust, delivering efficient and accurate predictions comparable to ten leading PRS methods. For quantitative (binary) traits, OmniPRS achieved an average improvement of 52.31% (19.83%) versus the clumping and thresholding (C+T) method, 3.92% (1.31%) versus the annotation-integrated PRSs (LDpred-funct), and 8.44% (2.27%) versus the Bayesian-based PRSs (PRScs). Notably, it achieved 35× faster computation than the PRScs. This rapid, precise framework enables efficient polygenic risk scoring with multi-annotation integration for large-scale genomic studies.
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Affiliation(s)
- Zhonghe Shao
- Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Wangxia Tang
- Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Hongji Wu
- Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Yifan Kong
- Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Xingjie Hao
- Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China.
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Heo JH, Kang JG, Han K, Lee KJ. Association between Gamma-Glutamyl Transferase Levels and Pancreatobiliary Cancer Risk in Patients with Diabetes: Evidence from the National Health Insurance Cooperation Health Checkup 2009 to 2012. Gut Liver 2025; 19:286-296. [PMID: 39639751 PMCID: PMC11907249 DOI: 10.5009/gnl240322] [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: 07/13/2024] [Revised: 09/24/2024] [Accepted: 10/04/2024] [Indexed: 12/07/2024] Open
Abstract
Background/Aims Elevated gamma-glutamyl transferase (GGT) levels indicate hepatic dysfunction and have been linked to an increased risk of pancreatobiliary cancers. However, this association, particularly in individuals with diabetes mellitus (DM), requires elucidation. We aimed to examine the association between elevated serum GGT levels and pancreatobiliary cancer risk in patients with diabetes. Methods Our study included data from the National Health Insurance Service (NHIS) database for 2,459,966 adults aged >20 years diagnosed with DM between 2009 and 2012. We examined the association between serum GGT levels and pancreatobiliary cancer risk, considering DM-related factors. Serum GGT levels were categorized into quartiles, and Cox proportional hazards analysis was performed to evaluate the association between serum GGT levels and pancreatobiliary cancer risk. Results Over a median follow-up period of 7.2 years, 21,795 patients (0.89%) were newly diagnosed with pancreatobiliary cancer. The adjusted hazard ratio for pancreatobiliary cancer in quartiles 2-4 compared with that in quartile 1 was 1.091, 1.223, and 1.554, respectively, demonstrating a significant upward trend (p<0.001). This association remained consistent across all cancer types and was independent of the DM duration or treatment regimen. Conclusions Elevated serum GGT levels were independently associated with an increased risk of pancreatobiliary cancer, regardless of the duration of DM or the use of oral hypoglycemic agents and insulin. While these findings suggest the potential utility of serum GGT as a biomarker for identifying individuals at higher risk of pancreatobiliary cancer within the diabetic population, further research is needed to validate its clinical applicability.
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Affiliation(s)
- Ji Hye Heo
- Department of Internal Medicine, Hallym University College of Medicine, Chuncheon, Korea
- Division of Endocrinology, Gerontology and Metabolism, Stanford University School of Medicine, Stanford, CA, USA
| | - Jun Goo Kang
- Department of Internal Medicine, Hallym University College of Medicine, Chuncheon, Korea
| | - Kyungdo Han
- Department of Statistics and Actuarial Science, Soongsil University, Seoul, Korea
| | - Kyong Joo Lee
- Department of Internal Medicine, Hallym University College of Medicine, Chuncheon, Korea
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Chandra G, Lavikainen P, Siirtola P, Tamminen S, Ihalapathirana A, Laatikainen T, Martikainen J, Röning J. Explainable Prediction of Long-Term Glycated Hemoglobin Response Change in Finnish Patients with Type 2 Diabetes Following Drug Initiation Using Evidence-Based Machine Learning Approaches. Clin Epidemiol 2025; 17:225-240. [PMID: 40078337 PMCID: PMC11899941 DOI: 10.2147/clep.s505966] [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] [Subscribe] [Scholar Register] [Received: 11/12/2024] [Accepted: 02/18/2025] [Indexed: 03/14/2025] Open
Abstract
Purpose This study applied machine learning (ML) and explainable artificial intelligence (XAI) to predict changes in HbA1c levels, a critical biomarker for monitoring glycemic control, within 12 months of initiating a new antidiabetic drug in patients diagnosed with type 2 diabetes. It also aimed to identify the predictors associated with these changes. Patients and Methods Electronic health records (EHR) from 10,139 type 2 diabetes patients in North Karelia, Finland, were used to train models integrating randomized controlled trial (RCT)-derived HbA1c change values as predictors, creating offset models that integrate RCT insights with real-world data. Various ML models-including linear regression (LR), multi-layer perceptron (MLP), ridge regression (RR), random forest (RF), and XGBoost (XGB)-were evaluated using R² and RMSE metrics. Baseline models used data at or before drug initiation, while follow-up models included the first post-drug HbA1c measurement, improving performance by incorporating dynamic patient data. Model performance was also compared to expected HbA1c changes from clinical trials. Results Results showed that ML models outperform RCT model, while LR, MLP, and RR models had comparable performance, RF and XGB models exhibited overfitting. The follow-up MLP model outperformed the baseline MLP model, with higher R² scores (0.74, 0.65) and lower RMSE values (6.94, 7.62), compared to the baseline model (R²: 0.52, 0.54; RMSE: 9.27, 9.50). Key predictors of HbA1c change included baseline and post-drug initiation HbA1c values, fasting plasma glucose, and HDL cholesterol. Conclusion Using EHR and ML models allows for the development of more realistic and individualized predictions of HbA1c changes, accounting for more diverse patient populations and their heterogeneous nature, offering more tailored and effective treatment strategies for managing T2D. The use of XAI provided insights into the influence of specific predictors, enhancing model interpretability and clinical relevance. Future research will explore treatment selection models.
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Affiliation(s)
- Gunjan Chandra
- Biomimetics and Intelligent Systems Group, Faculty of Information Technology and Electrical Engineering, University of Oulu, Oulu, Finland
| | - Piia Lavikainen
- School of Pharmacy, University of Eastern Finland, Kuopio, Finland
| | - Pekka Siirtola
- Biomimetics and Intelligent Systems Group, Faculty of Information Technology and Electrical Engineering, University of Oulu, Oulu, Finland
| | - Satu Tamminen
- Biomimetics and Intelligent Systems Group, Faculty of Information Technology and Electrical Engineering, University of Oulu, Oulu, Finland
| | - Anusha Ihalapathirana
- Biomimetics and Intelligent Systems Group, Faculty of Information Technology and Electrical Engineering, University of Oulu, Oulu, Finland
| | - Tiina Laatikainen
- North Karelia Wellbeing Services County (Siun Sote), Joensuu, Finland
- Department of Public Health and Social Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland
- Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland
| | | | - Juha Röning
- Biomimetics and Intelligent Systems Group, Faculty of Information Technology and Electrical Engineering, University of Oulu, Oulu, Finland
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Tan JT, Mao X, Cheng HM, Seto WK, Leung WK, Cheung KS. Aspirin is associated with lower risk of pancreatic cancer and cancer-related mortality in patients with diabetes mellitus. Gut 2025; 74:603-612. [PMID: 39746785 DOI: 10.1136/gutjnl-2024-333329] [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: 07/11/2024] [Accepted: 12/03/2024] [Indexed: 01/04/2025]
Abstract
BACKGROUND Patients with type 2 diabetes mellitus (T2DM) have higher pancreatic cancer (PC) risk. While aspirin has chemopreventive effects on digestive cancers, its effect on PC among patients with T2DM is unclear. METHODS This retrospective cohort study identified newly diagnosed adult patients with T2DM in Hong Kong between 2001 and 2015 from a territory-wide healthcare registry. Exclusion criteria were history of PC, pancreatic cyst, IgG4 disease, or pancreatectomy. To address reverse causality between PC and T2DM, we excluded patients with PC diagnosed within 1 year of T2DM. We also excluded patients with less than 1 year of observation. Primary outcome was PC, and secondary outcomes were PC-related and all-cause mortality. Aspirin use was treated as time-varying variable (≥180 day-use/year) to address immortal-time bias, and multivariable Cox regression model was employed to derive adjusted HR (aHR). Propensity-score (PS) matching was used as secondary analysis. RESULTS Among 343 966 newly diagnosed patients with T2DM (median follow-up: 10.5 years; IQR: 7.7-14.5 years), 1224 (0.36%) developed PC. There were 51 151 (14.9%) deaths from any cause, and 787 (0.2%) died from PC. Aspirin use was associated with lower PC risk in both time-dependent (aHR: 0.58; 95% CI 0.49 to 0.69) and PS matching analysis (aHR: 0.61; 95% CI 0.48 to 0.77). An inverse relationship was observed with increasing dose and duration of aspirin use (P trend<0.001). Aspirin was also associated with a lower risk of PC-related mortality (aHR: 0.43; 95% CI 0.34 to 0.53) and all-cause mortality (aHR: 0.78; 95% CI 0.76 to 0.80). CONCLUSION Aspirin use may be an oncopreventive strategy to reduce PC risk in patients with T2DM. Further studies are warranted to validate the study findings.
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Affiliation(s)
- Jing Tong Tan
- Department of Medicine, School of Clinical Medicine, The University of Hong Kong, Hong Kong, Hong Kong
| | - Xianhua Mao
- Department of Medicine, School of Clinical Medicine, The University of Hong Kong, Hong Kong, Hong Kong
- Department of Medicine, The University of Hong Kong-Shenzhen Hospital, Shenzhen, China
| | - Ho-Ming Cheng
- Department of Medicine, School of Clinical Medicine, The University of Hong Kong, Hong Kong, Hong Kong
| | - Wai-Kay Seto
- Department of Medicine, School of Clinical Medicine, The University of Hong Kong, Hong Kong, Hong Kong
- Department of Medicine, The University of Hong Kong-Shenzhen Hospital, Shenzhen, China
| | - Wai-K Leung
- Department of Medicine, School of Clinical Medicine, The University of Hong Kong, Hong Kong, Hong Kong
| | - Ka-Shing Cheung
- Department of Medicine, School of Clinical Medicine, The University of Hong Kong, Hong Kong, Hong Kong
- Department of Medicine, The University of Hong Kong-Shenzhen Hospital, Shenzhen, China
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Kim YE, Yu MH, Nam CM, Kang ES. Effects of Pancreatitis and Type 2 Diabetes Mellitus on the Development of Pancreatic Cancer: A Nationwide Nested Case-Control Study. Diabetes Metab J 2025; 49:252-263. [PMID: 40073907 PMCID: PMC11960203 DOI: 10.4093/dmj.2024.0277] [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: 05/30/2024] [Accepted: 10/23/2024] [Indexed: 03/14/2025] Open
Abstract
BACKGRUOUND Despite diabetes mellitus (DM) and pancreatitis being known risk factors for pancreatic cancer, patients with these conditions are not included in pancreatic cancer screening due to the low incidence of pancreatic cancer in these populations. This study aimed to determine the high-risk subgroup of patients with diabetes and pancreatitis that would benefit from pancreatic cancer screening. METHODS A nested case-control study was conducted using data from the National Health Information Database of the Korean National Health Insurance Service. Patients were categorized into the following groups: type 2 diabetes mellitus only (T2DM-only), pancreatitis-only (PAN-only), T2DM followed by pancreatitis (T2DM-PAN), post-pancreatitis diabetes mellitus (PPDM), and no diabetes and no pancreatitis (NDNP). Conditional logistic regression was used to determine significant associations of each group with pancreatic cancer development risk. RESULTS The risk of pancreatic cancer was significantly higher in the T2DM-PAN (adjusted odds ratio [AOR], 4.96; 95% confidence interval [CI], 4.48 to 5.49) and PPDM (AOR, 4.71; 95% CI, 4.12 to 5.37) groups than in the NDNP group. Compared to patients in the NDNP group, those with PPDM using insulin had a 17-fold increased risk (AOR, 16.72; 95% CI, 9.50 to 29.43), and individuals with PPDM who had diabetes for less than 3 years had a more than 8-fold increased risk of pancreatic cancer (AOR, 8.83; 95% CI, 5.99 to 13.01). CONCLUSION In patients with post-pancreatitis diabetes, insulin use or shorter duration of diabetes was associated with a higher risk of pancreatic cancer, suggesting that patients in these subgroups may require close monitoring for pancreatic cancer development.
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Affiliation(s)
- Young-eun Kim
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
| | - Min Heui Yu
- SENTINEL Team, Division of Endocrinology, Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
| | - Chung Mo Nam
- Department of Preventive Medicine, Yonsei University College of Medicine, Seoul, Korea
- Institute of Health Services Research, Yonsei University College of Medicine, Seoul, Korea
| | - Eun Seok Kang
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
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Wang S, Pan T, Wang S, Zhang X, Peng L, Yang W. Impact of preoperative blood glucose levels on prognosis and postoperative complications in patients with pancreatic cancer. Oncol Lett 2025; 29:135. [PMID: 39839607 PMCID: PMC11747955 DOI: 10.3892/ol.2025.14880] [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: 09/26/2024] [Accepted: 12/11/2024] [Indexed: 01/23/2025] Open
Abstract
The relationship between diabetes and pancreatic cancer is well documented; however, the effect of preoperative blood glucose levels on prognosis and postoperative complications is currently unclear. The present study aimed to investigate the effect of preoperative blood glucose levels on overall survival (OS) and postoperative complications in patients with pancreatic cancer. This retrospective study included 225 patients with pancreatic cancer treated at The Fourth Hospital of Hebei Medical University from January 2015 to December 2020. Patients were grouped based on preoperative blood glucose levels (normal, ≤6.11 mmol/l; high, >6.11 mmol/l). Data on demographics, clinical history, tumor characteristics, treatment and laboratory results were collected. High preoperative blood glucose levels were associated with reduced OS time [hazard ratio (HR), 1.68; 95% confidence interval (CI), 1.15-2.45; P=0.007] and increased postoperative complications (29.2 vs. 9.8%; χ2=13.658; P<0.001). Median OS time was significantly shorter in the high glucose group (14.2 vs. 20.5 months; HR, 1.96; 95% CI, 1.38-2.77; P<0.001). Elevated CA19-9 levels were also a predictor of poor OS (HR, 1.70; 95% CI, 1.06-2.74; P=0.029). High preoperative blood glucose and elevated CA19-9 levels were independent predictors of poor prognosis in patients with pancreatic cancer. This finding suggests that preoperative blood glucose levels have a greater impact on prognosis compared with a history of diabetes. Elevated preoperative blood glucose levels have poorer OS and a higher incidence of postoperative complications compared to those with lower preoperative glucose levels, underscoring the importance of preoperative glucose management. Effective preoperative blood glucose control may improve outcomes in patients with pancreatic cancer.
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Affiliation(s)
- Shubin Wang
- Department of General Medicine, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei 050000, P.R. China
| | - Teng Pan
- Department of Oncology, Shijiazhuang First Hospital, Shijiazhuang, Hebei 050011, P.R. China
| | - Shuya Wang
- Department of General Medicine, Dalian Medical University, Dalian, Liaoning 116000, P.R. China
| | - Xiaokun Zhang
- Department of General Medicine, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei 050000, P.R. China
| | - Li Peng
- Department of Hepatobiliary Surgery, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei 050011, P.R. China
| | - Wuhan Yang
- Department of Hepatobiliary Surgery, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei 050011, P.R. China
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Mutombo FL, Tsandiraki JK, Mchihiyo T, Wampembe E, Kennedy M, Lodhia J, Chilonga SK. Palliative biliodigestive bypass for unresectable pancreatic malignancy at Kilimanjaro Christian medical centre: a retrospective cross-sectional study. BMC Gastroenterol 2025; 25:103. [PMID: 39984838 PMCID: PMC11846214 DOI: 10.1186/s12876-025-03683-8] [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: 02/20/2024] [Accepted: 02/11/2025] [Indexed: 02/23/2025] Open
Abstract
BACKGROUND Pancreatic cancer is a common and deadly cancer, ranking as the 14th most common cancer worldwide and the 7th leading cause of cancer-related deaths. Advanced pancreatic malignancy frequently presents with biliary and gastric outlet obstruction and palliative open interventions are often required, especially in low-income countries where endoscopic surgical bypass methods are often unavailable. This study aimed to describe the demographic and clinical characteristics of patients undergoing biliodigestive bypass for pancreatic malignancy. METHODS This was a hospital-based retrospective observational study at the tertiary hospital in northern Tanzania. We included 53 patients who underwent double or triple bypass surgery for pancreatic malignancy between January 2019 to December 2022 at Kilimanjaro Christian Medical Centre (KCMC), Tanzania. Data was collected from medical records, analyzing demographics, comorbidities, pre-surgery and surgery details, and post-surgery outcomes. Descriptive statistics were used to summarize continuous variables as mean with standard deviation and categorical variables as percentages. RESULTS 53 patients were analyzed, with a mean age of 63.2 years and a male to female ratio of 1.03:1. Jaundice was the most common presentation (77.4%). Of the patients, 74.5% had comorbidities, and the majority (81.1%) were uninsured. 50.9% of patients had a length of hospital stay shorter than 5 days, and 88.3% resumed normal oral intake. Palliation failure was observed in 22.6% of patients. The median survival time for the entire cohort of patients was 65 days. Patients with palliation failure had a significantly shorter mean survival time than those without complications (14.17 vs. 90 days, p = 0.001). CONCLUSION Bypass surgery remains a treatment of choice for palliating symptoms in patients with advanced pancreatic cancer. This study highlights the importance of prompt diagnosis of pancreatic tumors, especially in low-income countries, to achieve better outcomes.
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Affiliation(s)
- Fabrice Lele Mutombo
- Department of General Surgery, Heal Africa Tertiary Hospital, P.O. Box 319, Goma, Democratic Republic of Congo.
- Department of General Surgery, Kilimanjaro Christian Medical Centre, P.O. Box 3010, Kilimanjaro, Tanzania.
| | - Justin Kambale Tsandiraki
- Department of General Surgery, Heal Africa Tertiary Hospital, P.O. Box 319, Goma, Democratic Republic of Congo
| | - Tumaini Mchihiyo
- Department of General Surgery, Kilimanjaro Christian Medical Centre, P.O. Box 3010, Kilimanjaro, Tanzania
| | - Elizabeth Wampembe
- Department of General Surgery, Kilimanjaro Christian Medical Centre, P.O. Box 3010, Kilimanjaro, Tanzania
| | - Misso Kennedy
- Department of General Surgery, Kilimanjaro Christian Medical Centre, P.O. Box 3010, Kilimanjaro, Tanzania
| | - Jay Lodhia
- Department of General Surgery, Kilimanjaro Christian Medical Centre, P.O. Box 3010, Kilimanjaro, Tanzania
| | - Salum Kondo Chilonga
- Department of General Surgery, Kilimanjaro Christian Medical Centre, P.O. Box 3010, Kilimanjaro, Tanzania
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Wang L, Li R, Wen A, Lu Q, Wang J, Ruan X, Gamboa A, Malik N, Roland CL, Katz MH, Lyu H, Liu H. Discovering Signature Disease Trajectories in Pancreatic Cancer and Soft-tissue Sarcoma from Longitudinal Patient Records. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2025:2025.02.19.25322573. [PMID: 40034771 PMCID: PMC11875324 DOI: 10.1101/2025.02.19.25322573] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 03/05/2025]
Abstract
Understanding the disease trajectories of specific diseases can provide important clinical insights. In this paper, we aimed to discover signature disease trajectories of 3 rare cancer types: pancreatic cancer, soft tissue sarcoma (STS) of the trunk and extremity (STS-TE), and STS of the abdomen and retroperitoneum (STS-AR), leveraging IQVIA Oncology Electronic Medical Record. We identified significant diagnosis pairs in patients with these cancers through matched cohort sampling, statistical computation, right-tailed binomial hypothesis test, and visualized trajectories up to 3 progressions. Results included 266 significant diagnosis pairs for pancreatic cancer, 130 for STS-TE, and 118 for STS-AR. We further found 44 2-hop (i.e., 2-progression) and 136 3-hop trajectories before pancreatic cancer, 36 2-hop and 37 3-hop trajectories before STS-TE, and 17 2-hop and 5 3-hop trajectories before STS-AR. Meanwhile, we found 54 2-hop and 129 3-hop trajectories following pancreatic cancer, 11 2-hop and 17 3-hop trajectories following STS-TE, 5 2-hop and 0 3-hop trajectories following STS-AR. Systematic validation of discovered trajectories with the UTHealth Electronic Health Records confirmed the feasibility and reliability of our method. Our result suggested that some key clinical features can potentially serve as early markers of rare cancers. This approach is generalizable to other disease types and real-world longitudinal patient records.
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Affiliation(s)
- Liwei Wang
- McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Rui Li
- McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Andrew Wen
- McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Qiuhao Lu
- McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Jinlian Wang
- McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Xiaoyang Ruan
- McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Adriana Gamboa
- Department of Surgical Oncology, Division of Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Neha Malik
- Department of Surgical Oncology, Division of Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Christina L. Roland
- Department of Surgical Oncology, Division of Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Matthew H.G. Katz
- Department of Surgical Oncology, Division of Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Heather Lyu
- Department of Surgical Oncology, Division of Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Hongfang Liu
- McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX, USA
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11
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Hu C, Chen Y, Yin X, Xu R, Yin C, Wang C, Zhao Y. Pancreatic endocrine and exocrine signaling and crosstalk in physiological and pathological status. Signal Transduct Target Ther 2025; 10:39. [PMID: 39948335 PMCID: PMC11825823 DOI: 10.1038/s41392-024-02098-3] [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: 06/20/2024] [Revised: 10/20/2024] [Accepted: 12/03/2024] [Indexed: 02/16/2025] Open
Abstract
The pancreas, an organ with dual functions, regulates blood glucose levels through the endocrine system by secreting hormones such as insulin and glucagon. It also aids digestion through the exocrine system by secreting digestive enzymes. Complex interactions and signaling mechanisms between the endocrine and exocrine functions of the pancreas play a crucial role in maintaining metabolic homeostasis and overall health. Compelling evidence indicates direct and indirect crosstalk between the endocrine and exocrine parts, influencing the development of diseases affecting both. From a developmental perspective, the exocrine and endocrine parts share the same origin-the "tip-trunk" domain. In certain circumstances, pancreatic exocrine cells may transdifferentiate into endocrine-like cells, such as insulin-secreting cells. Additionally, several pancreatic diseases, including pancreatic cancer, pancreatitis, and diabetes, exhibit potential relevance to both endocrine and exocrine functions. Endocrine cells may communicate with exocrine cells directly through cytokines or indirectly by regulating the immune microenvironment. This crosstalk affects the onset and progression of these diseases. This review summarizes the history and milestones of findings related to the exocrine and endocrine pancreas, their embryonic development, phenotypic transformations, signaling roles in health and disease, the endocrine-exocrine crosstalk from the perspective of diseases, and potential therapeutic targets. Elucidating the regulatory mechanisms of pancreatic endocrine and exocrine signaling and provide novel insights for the understanding and treatment of diseases.
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Grants
- National High Level Hospital Clinical Research Funding (2022, 2022-PUMCH-D-001, to YZ), CAMS Innovation Fund for Medical Sciences (2021, 2021-I2M-1-002, to YZ), National Nature Science Foundation of China (2021, 82102810, to CW, the Fundamental Research Funds for the Central Universities(3332023123)
- cNational High Level Hospital Clinical Research Funding (2022, 2022-PUMCH-D-001, to YZ), CAMS Innovation Fund for Medical Sciences (2021, 2021-I2M-1-002, to YZ), National Nature Science Foundation of China (2021, 82102810, to CW, the Fundamental Research Funds for the Central Universities(3332023123)
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Affiliation(s)
- Chenglin Hu
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, PR China
- Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing, PR China
- State Key Laboratory of Complex, Severe, and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, PR China
| | - Yuan Chen
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, PR China
- Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing, PR China
- State Key Laboratory of Complex, Severe, and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, PR China
| | - Xinpeng Yin
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, PR China
- Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing, PR China
- State Key Laboratory of Complex, Severe, and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, PR China
| | - Ruiyuan Xu
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, PR China
- Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing, PR China
- State Key Laboratory of Complex, Severe, and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, PR China
| | - Chenxue Yin
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, PR China
- Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing, PR China
- State Key Laboratory of Complex, Severe, and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, PR China
| | - Chengcheng Wang
- Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing, PR China.
- State Key Laboratory of Complex, Severe, and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, PR China.
- National Infrastructures for Translational Medicine, Peking Union Medical College Hospital, Beijing, PR China.
- Institute of Clinical Medicine, Peking Union Medical College Hospital, Beijing, PR China.
| | - Yupei Zhao
- Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, PR China.
- Key Laboratory of Research in Pancreatic Tumor, Chinese Academy of Medical Sciences, Beijing, PR China.
- State Key Laboratory of Complex, Severe, and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, PR China.
- National Infrastructures for Translational Medicine, Peking Union Medical College Hospital, Beijing, PR China.
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12
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Mullen KM, Hong J, Attiyeh MA, Hayashi A, Sakamoto H, Kohutek ZA, McIntyre CA, Zhang H, Makohon-Moore AP, Zucker A, Wood LD, Myers MA, Arnold BJ, Zaccaria S, Chou JF, Capanu M, Socci ND, Raphael BJ, Iacobuzio-Donahue CA. The Evolutionary Forest of Pancreatic Cancer. Cancer Discov 2025; 15:329-345. [PMID: 39378050 PMCID: PMC11803399 DOI: 10.1158/2159-8290.cd-23-1541] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Revised: 08/06/2024] [Accepted: 10/04/2024] [Indexed: 02/08/2025]
Abstract
SIGNIFICANCE Although the pancreatic cancer genome has been described, it has not been explored with respect to stages of diagnosis or treatment bottlenecks. We now describe and quantify the genomic features of PDAC in the context of evolutionary metrics and in doing so have identified a novel prognostic biomarker.
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Affiliation(s)
- Katelyn M. Mullen
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Jungeui Hong
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Marc A. Attiyeh
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Akimasa Hayashi
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Hitomi Sakamoto
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Zachary A. Kohutek
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Caitlin A. McIntyre
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Haochen Zhang
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | | | - Amanda Zucker
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Laura D. Wood
- Division of Gastrointestinal Pathology, Department of Pathology, Johns Hopkins Hospital, Baltimore, Maryland
| | - Matthew A. Myers
- Department of Computer Science, Princeton University, Princeton, New Jersey
| | - Brian J. Arnold
- Department of Computer Science, Princeton University, Princeton, New Jersey
| | - Simone Zaccaria
- Department of Computer Science, Princeton University, Princeton, New Jersey
| | - Joanne F. Chou
- Biostatistics and Epidemiology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Marinela Capanu
- Biostatistics and Epidemiology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Nicholas D. Socci
- Bioinformatics Core, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, New York
| | | | - Christine A. Iacobuzio-Donahue
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
- The David M. Rubenstein Center for Pancreatic Cancer Research, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, New York
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York
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13
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Vujasinovic M, Maisonneuve P, Löhr JM. Ensuring timely detection of neoplastic transformation by surveilling chronic pancreatitis. Best Pract Res Clin Gastroenterol 2025; 74:101985. [PMID: 40210332 DOI: 10.1016/j.bpg.2025.101985] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/13/2024] [Revised: 01/08/2025] [Accepted: 01/24/2025] [Indexed: 03/03/2025]
Affiliation(s)
- Miroslav Vujasinovic
- Department of Upper Abdominal Diseases, Karolinska University Hospital, Stockholm, Sweden; Department of Medicine Huddinge, Karolinska Institutet, Stockholm, Sweden.
| | - Patrick Maisonneuve
- Division of Epidemiology and Biostatistics, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - J-Matthias Löhr
- Department of Upper Abdominal Diseases, Karolinska University Hospital, Stockholm, Sweden; Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Stockholm, Sweden
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14
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Singh AP, Ahmad S, Roy A, Raza K, Gautam HK. Investigating the Inhibitory Effects of Paliperidone on RAGEs: Docking, DFT, MD Simulations, MMPBSA, MTT, Apoptosis, and Immunoblotting Studies. Int J Mol Sci 2025; 26:1060. [PMID: 39940823 PMCID: PMC11817405 DOI: 10.3390/ijms26031060] [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: 11/13/2024] [Revised: 12/18/2024] [Accepted: 12/18/2024] [Indexed: 02/16/2025] Open
Abstract
Chronic diseases such as diabetes and cancer are the leading causes of mortality worldwide. Receptors for Advanced Glycation End products (RAGEs) are ubiquitous factors that catalyse Advanced Glycation End products (AGEs), proteins, and lipids that become glycated from sugar ingestion. RAGEs are cell surface receptor proteins and play a broad role in mediating the effects of AGEs on cells, contributing to modifying biological macromolecules like proteins and lipids, which can cause Reactive Oxygen Species (ROS) generation, inflammation, and cancer. We targeted RAGE inhibition analysis and screening of United States Food and Drug Administration (FDA) libraries through molecular docking studies that identified the four most suitable FDA compounds: Zytiga, Paliperidone, Targretin, and Irinotecan. We compared them with the control substrate, Carboxymethyllysine, which showed good binding interaction through hydrogen bonding, hydrophobic interactions, and π-stacking at active site residues of the target protein. Following a 100 ns simulation run, the docked complex revealed that the Root Mean Square Deviation (RMSD) values of two drugs, Irinotecan (1.3 ± 0.2 nm) and Paliperidone (1.2 ± 0.3 nm), were relatively stable. Subsequently, the Molecular Mechanics Poisson-Boltzmann Surface Area (MMPBSA) determined that the Paliperidone molecule had a high negative energy of -13.49 kcal/mol, and the Absorption, Distribution, Metabolism, and Excretion (ADME) properties were in control for use in the mentioned cases. We extended this with many in vitro studies, including an immunoblotting assay, which revealed that RAGEs with High Mobility Group Box 1 (HMGB1) showed higher expression, while RAGEs with Paliperidone showed lower expressions. Furthermore, cell proliferation assay and Apoptosis assay (Annexin-V/PI staining) results revealed that Paliperidone was an effective anti-glycation and anti-apoptotic drug-however, more extensive in vivo studies are needed before its use.
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Affiliation(s)
- Akash Pratap Singh
- Department of Botany, Maitreyi College, University of Delhi, New Delhi 110021, India;
| | - Shaban Ahmad
- Computational Intelligence and Bioinformatics Laboratory, Department of Computer Science, Jamia Millia Islamia, New Delhi 110025, India or (S.A.); (K.R.)
| | - Ahona Roy
- Infectious Disease Laboratory, Institute of Genomics and Integrative Biology (IGIB), Mathura Road, New Delhi 110025, India;
| | - Khalid Raza
- Computational Intelligence and Bioinformatics Laboratory, Department of Computer Science, Jamia Millia Islamia, New Delhi 110025, India or (S.A.); (K.R.)
| | - Hemant K. Gautam
- Infectious Disease Laboratory, Institute of Genomics and Integrative Biology (IGIB), Mathura Road, New Delhi 110025, India;
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15
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Ding L, Qian J, Dai R, Zhang H, Miao J, Wang J, Yu M, Tan X, Li Y. The hidden impact: social isolation and inflammation's role in pancreatic cancer risk among those with diabetes. BMC Cancer 2025; 25:58. [PMID: 39794805 PMCID: PMC11720300 DOI: 10.1186/s12885-025-13470-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: 03/26/2024] [Accepted: 01/07/2025] [Indexed: 01/13/2025] Open
Abstract
BACKGROUND Pancreatic cancer poses a significant challenge in individuals with diabetes, prompting a reevaluation of established risk factors beyond conventional glycemic control measures. OBJECTIVES To explore the complex interplay of metabolic and psychosocial determinants in pancreatic cancer risk among individuals with diabetes, challenging prevailing perspectives and advocating for a comprehensive approach. METHODS A total of 21,945 UK Biobank participants with baseline diabetes diagnosis were analyzed. Social isolation was assessed through a questionnaire capturing five factors: household size, social activities, friend/family visits, loneliness, and confiding in others. Incident pancreatic cancer was identified using ICD codes. Baseline characteristics, insulin use, and other relevant factors were analyzed. Hazard ratios and mediation analyses were conducted to determine the relationship between social isolation, inflammation, and pancreatic cancer risk. RESULTS Individuals with high social isolation were more likely to be male, smokers, non-drinkers, and have shorter sleep duration. They also had an increased risk of pancreatic cancer (HR = 2.65, 95% CI = 1.12-6.24) compared to those with low social isolation. Mediation analyses highlighted inflammation as a crucial mediator, with the proportion mediated by inflammation being 19.44% for insulin use, 10.34% for smoking, and 8.33% for social isolation. CONCLUSIONS Our findings highlight the importance of psychosocial factors in pancreatic cancer risk and underscore the need for further research to elucidate the underlying mechanisms.
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Affiliation(s)
- Lilu Ding
- Department of Epidemiology and Health Statistics, School of Public Health, Hangzhou Medical College, 481 Binwen Road, Hangzhou, 310053, China
| | - Jing Qian
- Department of Epidemiology and Health Statistics, School of Public Health, Hangzhou Medical College, 481 Binwen Road, Hangzhou, 310053, China
| | - Ruoqi Dai
- Department of Epidemiology and Health Statistics, School of Public Health, Hangzhou Medical College, 481 Binwen Road, Hangzhou, 310053, China
| | - Hui Zhang
- Department of Epidemiology and Health Statistics, School of Public Health, Hangzhou Medical College, 481 Binwen Road, Hangzhou, 310053, China
| | - Jingyou Miao
- Department of Epidemiology and Health Statistics, School of Public Health, Hangzhou Medical College, 481 Binwen Road, Hangzhou, 310053, China
| | - Jing Wang
- Department of Epidemiology and Health Statistics, School of Public Health, Hangzhou Medical College, 481 Binwen Road, Hangzhou, 310053, China
| | - Min Yu
- Zhejiang Provincial Center for Disease Control and Prevention, 3399 Binsheng Road, Hangzhou, 310051, China
| | - Xiao Tan
- Department of Big Data in Health Science, Zhejiang University School of Public Health and Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, 310058, China.
- Department of Medical Sciences, Uppsala University, Uppsala, Sweden.
| | - Yingjun Li
- Department of Epidemiology and Health Statistics, School of Public Health, Hangzhou Medical College, 481 Binwen Road, Hangzhou, 310053, China.
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16
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Assarian BA, Byrne CD, McDonnell D, Hamady Z. Physical Activity and Incident Pancreatic Cancer: Results From the UK Biobank Prospective Cohort. Cureus 2025; 17:e78040. [PMID: 39872920 PMCID: PMC11770282 DOI: 10.7759/cureus.78040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/26/2025] [Indexed: 01/30/2025] Open
Abstract
Background The relationship between physical activity and incident pancreatic cancer is poorly defined, and the evidence to date is inconsistent, largely due to small sample sizes and insufficient incident outcomes. Using the UK Biobank cohort dataset, the association between physical activity levels at recruitment and incident pancreatic ductal adenocarcinoma (PDAC) at follow-up was analysed. Method Physical activity, the key exposure, was quantified using Metabolic Equivalent Task (MET) values and categorised into walking, moderate, and vigorous activity. These categories were each analysed in quartiles. Summed activity was analysed both in quartiles and using International Physical Activity Questionnaire (IPAQ) activity levels (low, moderate, high). Univariate hazard ratios (HRs) and multivariable-adjusted HRs (aHRs) with 95% confidence intervals (CIs) were calculated using Cox regression analyses. Results A total of 542 incident PDAC cases and 2,139 controls (1:4 matching for age and sex) with a median (IQR) follow-up of 6.8 (1.7) years were analysed. No significant association was found in walking, moderate, and vigorous activities. In summed activity, only the 3rd quartile showed a statistically significant inverse association with PDAC risk (aHR 0.67, 95% CI 0.52-0.86, p<0.01). For IPAQ activity, the moderate and high activity groups showed borderline statistically significant associations with incident PDAC (aHR 0.80, 95% CI 0.63-1.00, p=0.05, and aHR 0.80, 95% CI 0.64-1.01, p=0.06, respectively). Conclusion The large UK Biobank cohort study did not show a strong association between physical activity levels and the development of incident PDAC.
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Affiliation(s)
- Borna A Assarian
- Human Development and Health, Faculty of Medicine University of Southampton, University Hospital Southampton NHS Foundation Trust, Southampton, GBR
| | - Christopher D Byrne
- Human Development and Health, Faculty of Medicine University of Southampton, University Hospital Southampton NHS Foundation Trust, Southampton, GBR
| | - Declan McDonnell
- Hepato-Pancreato-Biliary (HPB) Unit, University Hospital Southampton NHS Foundation Trust, Southampton, GBR
| | - Zaed Hamady
- Hepato-Pancreato-Biliary (HPB) Unit, University Hospital Southampton NHS Foundation Trust, Southampton, GBR
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17
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Aydın G, Çoban CÇ, Kurbanoğlu Nİ, Türk M, Baran A. Acquiring stereospecific new pseudosugars: Obtaining rac-decahydro-1,4-epoxynaphthalene-2,3,5,6,7,8-hexaols from the Diels-Alder reaction and investigating their biological effects. Bioorg Chem 2025; 154:108078. [PMID: 39733512 DOI: 10.1016/j.bioorg.2024.108078] [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: 10/20/2024] [Revised: 12/12/2024] [Accepted: 12/16/2024] [Indexed: 12/31/2024]
Abstract
In this study, Diels-Alder reaction was performed to sulfolene and endo/exo-diacetate compounds. After a series of reactions, new conduritol A and F analogs containing oxo-bridge and naphthalene rings in their structures were synthesized. To the starting compound, bromination, elimination, singlet oxygen reaction, acetylation, selective oxidation with osmium tetroxide (OsO4), and m-chloroperbenzoic acid (m-CPBA), re-acetylation, and finally hydrolysis of the compounds by NH3(g)/MeOH reactions were carried out. 1H NMR, 13C NMR, IR, and elemental analysis elucidated the structures of all synthesized compounds. The α, β-glucosidase, and α-amylase inhibitory potentials of the new polycyclitols, conduritol A and F analogs, were examined for biological activity. Also, enzyme kinetic studies of well-active compounds were carried out. Compound 30 showed the best inhibition activity against α, β-glucosidase, and α-amylase enzymes. Compound 28a showed the best activity against L929 and Capan-1 cell lines, and compound 22 showed the best activity against the A549 fibroblast cell line. Moreover, hemolysis (ASTM F756 standard) and genotoxicity test results were recorded.
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Affiliation(s)
- Gökay Aydın
- Vocational School of Healty Services, Karamanoglu Mehmetbey University, Karaman 70200, Turkey
| | - Canan Çakır Çoban
- Karadeniz Technical University Academic Data Management System, 61080, Trabzon, Turkey
| | - N İzzet Kurbanoğlu
- Sakarya University, Faculty of Education Department of Mathematics and Science Education, 54050 Sakarya, Turkey
| | - Mustafa Türk
- Bioengineering Department, Faculty of Engineering and Architecture, Kırıkkale University, Kırıkkale 71451, Turkey
| | - Arif Baran
- Sakarya University, Faculty of Arts and Sciences, Chemistry Department, 54050, Sakarya, Turkey.
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18
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Diao B, Fan Z, Zhou B, Zhan H. Crosstalk between pancreatic cancer and adipose tissue: Molecular mechanisms and therapeutic implications. Biochem Biophys Res Commun 2024; 740:151012. [PMID: 39561650 DOI: 10.1016/j.bbrc.2024.151012] [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: 08/03/2024] [Revised: 11/02/2024] [Accepted: 11/14/2024] [Indexed: 11/21/2024]
Abstract
The incidence rate of pancreatic cancer, a fatal illness with a meager 5-year survival rate, has been on the rise in recent times. When individuals accumulate excessive amounts of adipose tissue, the adipose organ becomes dysfunctional due to alterations in the adipose tissue microenvironment associated with inflammation and metabolism. This phenomenon may potentially contribute to the aberrant accumulation of fat that initiates pancreatic carcinogenesis, thereby influencing the disease's progression, resistance to treatment, and metastasis. This review presents a summary of the impact of pancreatic steatosis, visceral fat, cancer-associated adipocytes and lipid diets on the advancement of pancreatic cancer, as well as the reciprocal effects of pancreatic cancer on adipose tissue. Understanding the molecular mechanisms underlying the relationship between dysfunctional adipose tissue and pancreatic cancer better may lead to the discovery of new therapeutic targets for the disease's prevention and individualized treatment. This is especially important given the rising global incidence of obesity, which will improve the pancreatic cancer treatment options that are currently insufficient.
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Affiliation(s)
- Boyu Diao
- Division of Pancreatic Surgery, Department of General Surgery, Qilu Hospital, Shandong University, Jinan, Shandong Province, China
| | - Zhiyao Fan
- Division of Pancreatic Surgery, Department of General Surgery, Qilu Hospital, Shandong University, Jinan, Shandong Province, China
| | - Bin Zhou
- Department of Hepatobiliary and Pancreatic Surgery, Department of Retroperitoneal Tumor Surgery, The Affiliated Hospital of Qingdao University, Qingdao, Shandong Province, China
| | - Hanxiang Zhan
- Division of Pancreatic Surgery, Department of General Surgery, Qilu Hospital, Shandong University, Jinan, Shandong Province, China.
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19
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Harne PS, Harne V, Wray C, Thosani N. Endoscopic innovations in diagnosis and management of pancreatic cancer: a narrative review and future directions. Therap Adv Gastroenterol 2024; 17:17562848241297434. [PMID: 39664230 PMCID: PMC11632891 DOI: 10.1177/17562848241297434] [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: 05/15/2024] [Accepted: 10/15/2024] [Indexed: 12/13/2024] Open
Abstract
Pancreatic cancer serves as the third leading cause of cancer-associated morbidity and mortality in the United States, with a 5-year survival rate of only 12% with an expected increase in incidence and mortality in the coming years. Pancreatic ductal adenocarcinomas constitute most pancreatic malignancies. Certain genetic syndromes, including Lynch syndrome, hereditary breast and ovarian cancer syndrome, hereditary pancreatitis, familial adenomatous polyposis, Peutz-Jeghers syndrome, familial pancreatic cancer mutation, and ataxia telangiectasia, confer a significantly higher risk. Screening for pancreatic malignancies currently targets patients with germline mutations or those with significant family history. Screening the general population is not currently viable owing to overall low incidence and lack of specific tests. Endoscopic ultrasound (EUS) and its applied advances are increasingly being used for surveillance, diagnosis, and management of pancreatic malignancies and have now become an indispensable tool in their management. For patients with risk factors, EUS in combination with magnetic resonance imaging/magnetic resonance cholangiopancreatography is used for screening. The role of endoscopic modalities has been expanding with the increased utilization of endoscopic retrograde cholangiopancreatography, EUS-directed therapies include EUS-guided fine-needle aspiration and EUS-fine-needle biopsy (FNB). EUS combined with FNB has the highest specificity and sensitivity for detecting pancreatic cancer amongst available modalities. Studies also recognize that artificial intelligence assisted EUS in the early detection of pancreatic cancer. At the same time, surgical resection has been historically considered the only curative treatment for pancreatic cancer, over 80% of patients present with unresectable disease. We also discuss EUS-guided therapies of physicochemicals (radiofrequency ablation, brachytherapy, and intratumor chemotherapy), biological agents (gene therapies and oncolytic viruses), and immunotherapy. We aim to perform a detailed review of the current burden, risk factors, role of screening, diagnosis, and endoscopic advances in the treatment modalities available for pancreatic cancer.
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Affiliation(s)
- Prateek Suresh Harne
- Division of Gastroenterology, Allegheny Health Network, Pittsburgh, PA 15212, USA
| | - Vaishali Harne
- Division of Pediatric Gastroenterology, The University of Texas
- Health Science Center and McGovern School of Medicine, Houston, TX, USA
| | - Curtis Wray
- Department of Surgery, The University of Texas Health Science Center and McGovern School of Medicine, Houston, TX, USA
| | - Nirav Thosani
- Department of Surgery and Interventional Gastroenterology, The University of Texas
- Health Science Center and McGovern School of Medicine, Houston, TX, USA
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20
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Zhu X, Xiao Z, Liu H, Zhang P, Deng S, Ding L, Feng J, Luo J, Ni Q, Luo G, Yu X. Pancreatic Cancer: An Exocrine Tumor With Endocrine Characteristics. Ann Surg 2024; 280:e17-e25. [PMID: 38050737 PMCID: PMC11542970 DOI: 10.1097/sla.0000000000006168] [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: 12/06/2023]
Abstract
OBJECTIVE To examine the characteristics of patients with pancreatic cancer with long-term survival. BACKGROUND Although pancreatic cancer is a highly lethal malignancy, a minority of patients experience long-term survival. The characteristics of these patients remain largely unidentified. METHODS An indolent subgroup was established using carbohydrate antigen 19-9 (CA19-9), which is the best-validated biomarker for pancreatic cancer. Of 1558 patients, 13.9% were included in the CA19-9-normal (≤37 U/mL) subgroup. RESULTS A normal CA19-9 level was an independent variable for overall survival (median survival, 18.1 vs 9.7 months, hazard ratio = 0.53, P < 0.001). The 5-year survival of patients with stage IV CA19-9-normal cancer was higher than that of patients with stage I-IV CA19-9-high cancer (22.4% vs 6.8%, P = 0.034). The CA19-9-normal subgroup exhibited reduced levels of circulating glucose ( P < 0.001) and increased expression of insulin ( P < 0.001) compared with the CA19-9-high subgroup. Glucose was a substrate for CA19-9 biosynthesis through the hexosamine biosynthesis pathway. In addition, in pancreatic cancer animal models of diabetes, glucose control decreased CA19-9 levels and improved overall survival. In a clinical trial (NCT05306028) of patients before undergoing major anticancer treatments, glucose control decreased CA19-9 levels in 90.9% of the patients. CONCLUSIONS CA19-9-normal pancreatic cancer is a strikingly indolent subgroup with low glucose and high insulin. Glucose control is a promising therapeutic strategy for pancreatic cancer.
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Affiliation(s)
- Xinzhe Zhu
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, China
- Department of Oncology, Shanghai Medical College, Fudan University, China
- Shanghai Pancreatic Cancer Institute, China
- Pancreatic Cancer Institute, Fudan University, China
| | - Zhiwen Xiao
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, China
- Department of Oncology, Shanghai Medical College, Fudan University, China
- Shanghai Pancreatic Cancer Institute, China
- Pancreatic Cancer Institute, Fudan University, China
| | - He Liu
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, China
- Department of Oncology, Shanghai Medical College, Fudan University, China
- Shanghai Pancreatic Cancer Institute, China
- Pancreatic Cancer Institute, Fudan University, China
| | - Pin Zhang
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, China
- Department of Oncology, Shanghai Medical College, Fudan University, China
- Shanghai Pancreatic Cancer Institute, China
- Pancreatic Cancer Institute, Fudan University, China
| | - Shengming Deng
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, China
- Department of Oncology, Shanghai Medical College, Fudan University, China
- Shanghai Pancreatic Cancer Institute, China
- Pancreatic Cancer Institute, Fudan University, China
| | - Lei Ding
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, China
- Department of Oncology, Shanghai Medical College, Fudan University, China
- Shanghai Pancreatic Cancer Institute, China
- Pancreatic Cancer Institute, Fudan University, China
| | - Jingjing Feng
- Department of Laboratory, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Jianfeng Luo
- Department of Biostatistics, School of Public Health, Fudan University, Shanghai, China
| | - Quanxing Ni
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, China
- Department of Oncology, Shanghai Medical College, Fudan University, China
- Shanghai Pancreatic Cancer Institute, China
- Pancreatic Cancer Institute, Fudan University, China
| | - Guopei Luo
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, China
- Department of Oncology, Shanghai Medical College, Fudan University, China
- Shanghai Pancreatic Cancer Institute, China
- Pancreatic Cancer Institute, Fudan University, China
| | - Xianjun Yu
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, China
- Department of Oncology, Shanghai Medical College, Fudan University, China
- Shanghai Pancreatic Cancer Institute, China
- Pancreatic Cancer Institute, Fudan University, China
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21
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Paranal RM, Wood LD, Klein AP, Roberts NJ. Understanding familial risk of pancreatic ductal adenocarcinoma. Fam Cancer 2024; 23:419-428. [PMID: 38609521 PMCID: PMC11660179 DOI: 10.1007/s10689-024-00383-2] [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: 01/27/2024] [Accepted: 03/24/2024] [Indexed: 04/14/2024]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a deadly disease that is the result of an accumulation of sequential genetic alterations. These genetic alterations can either be inherited, such as pathogenic germline variants that are associated with an increased risk of cancer, or acquired, such as somatic mutations that occur during the lifetime of an individual. Understanding the genetic basis of inherited risk of PDAC is essential to advancing patient care and outcomes through improved clinical surveillance, early detection initiatives, and targeted therapies. In this review we discuss factors associated with an increased risk of PDAC, the prevalence of genetic variants associated with an increased risk in patients with PDAC, estimates of PDAC risk in carriers of pathogenic germline variants in genes associated with an increased risk of PDAC. The role of common variants in pancreatic cancer risk will also be discussed.
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Affiliation(s)
- Raymond M Paranal
- The Sol Goldman Pancreatic Cancer Research Center, Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Human Genetics Predoctoral Training Program, the McKusick-Nathans Department of Genetic Medicine, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Laura D Wood
- The Sol Goldman Pancreatic Cancer Research Center, Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Alison P Klein
- The Sol Goldman Pancreatic Cancer Research Center, Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
- Department of Epidemiology, Johns Hopkins University School of Public Health, Baltimore, MD, USA.
| | - Nicholas J Roberts
- The Sol Goldman Pancreatic Cancer Research Center, Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
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22
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Song L, Chen Z, Li Y, Ran L, Liao D, Zhang Y, Wang G. Trend and forecast analysis of the changing disease burden of pancreatic cancer attributable to high fasting glucose in China, 1990-2021. Front Oncol 2024; 14:1471699. [PMID: 39493456 PMCID: PMC11527594 DOI: 10.3389/fonc.2024.1471699] [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: 07/29/2024] [Accepted: 09/25/2024] [Indexed: 11/05/2024] Open
Abstract
Background Pancreatic cancer (PC) is a malignant tumour with poor prognosis and high mortality, and high fasting plasma glucose (HFPG) is considered to be one of its important risk factors. Methods PC disease burden data were obtained from the Global Burden of Disease Study 2021 (GBD 2021) database. Annual percent change (APC), average APC (AAPC), and 95% confidence interval (95% CI) were analysed using joinpoint linkpoint regression models to assess the trend of PC burden of disease between 1990 and 2021. An age-period-cohort model was used to estimate the independent effects of age, period, and cohort on PC burden, and data on PC mortality attributable to HFPG in China from 2022 to 2032 were analysed on the basis of a Bayesian age-period-cohort model projection. Results The number of Pc deaths due to HFPG continue to rise in China from 1990 to 2021, with age-standardised mortality (ASMR) and age-standardised disability-adjusted life-year rates with increasing AAPC values of 1.12% (95% CI, 0.73-1.52) and 1.00% (95% CI, 0.63-1.37), respectively. Throughout the study, we found that the overall level of PC disease burden was significantly higher in men than that in women. In age-period-cohort analyses, the age effect of PC showed an increasing and then decreasing trend, the period effect showed an overall increasing trend during the study period, and the cohort effect showed an overall slow decreasing trend. In addition, the BAPC model predicted that ASMR is expected to decline significantly in both men and women from 2022 to 2032. Conclusions It was found that PC attributable to HFPG was generally on the rise in China from 1990 to 2021 and has been on the decline in recent years, and projections suggest that the country's future PC disease burden will continue to show a downward trend. Age and period of birth are the main factors affecting the disease burden, especially in men and older age groups. Early prevention, regular screening, and research into the pathogenesis of PC have, therefore, become particularly important.
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Affiliation(s)
- Lichen Song
- School of Clinical Medicine, Dali University, Dali, Yunnan, China
| | - Ziyi Chen
- School of Clinical Medicine, Dali University, Dali, Yunnan, China
| | - Yongjie Li
- School of Clinical Medicine, Dali University, Dali, Yunnan, China
| | - Lirong Ran
- School of Clinical Medicine, Dali University, Dali, Yunnan, China
| | - Dongwei Liao
- School of Clinical Medicine, Dali University, Dali, Yunnan, China
| | - Yuanyuan Zhang
- Medicine Department, School of Clinical Medicine, Dali University, Dali, Yunnan, China
| | - Guangming Wang
- Center of Genetic Testing, The First Affiliated Hospital of Dali University, Dali, Yunnan, China
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23
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Al-Qahtani A, Al-Ali A, John B, Kapila K, Al-Temaimi R. Analysis of Pancreatic Cancer Genetic Risk Factors in a Multi-Ethnic Population Sample. World J Oncol 2024; 15:792-800. [PMID: 39328336 PMCID: PMC11424118 DOI: 10.14740/wjon1911] [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: 06/17/2024] [Accepted: 08/01/2024] [Indexed: 09/28/2024] Open
Abstract
Background Pancreatic cancer (PC) has one of the highest mortality to incidence ratio of all cancers. Early identification of at-risk individuals should permit early diagnosis. Genome-wide association studies showed the association of several genetic variants with PC risk in multi-ethnic populations. Our objective was to examine the association of these genetic variants with PC in a population sample from Kuwait. Methods DNA samples from 103 pancreatic ductal adenocarcinoma (PDAC) specimens and 132 healthy controls were used for genotyping ABO rs505922, BCAR1 rs7190458, LINC-PINT rs6971499, HNF1B rs4795218, VDR rs2228570 rs731236, and PRSS1 rs111033565 rs111033568 rs387906698 and rs267606982 using TaqMan genotyping assays, and VDR expression was performed by immunocytochemistry. Results ABO rs505922C and VDR rs2228570A were associated with PDAC risk (odds ratio (OR): 1.55, 95% confidence interval (CI): 1.07 - 2.24, P = 0.027; OR: 1.64, 95% CI: 1.09 - 2.48, P = 0.024; respectively). An unweighted polygenic risk score (ABO rs505922, BCAR1 rs7190458, LINC-PINT rs6971499, and HNF1B rs4795218) was significantly associated with PDAC risk (β: -0.11, 95% CI: -0.15 to -0.05, P < 0.001). VDR expression was downregulated or absent in most PDAC specimens regardless of VDR haplotype. Conclusion ABO rs505922C and VDR rs2228570A are PDAC genetic risk factors in our population. Ethnicity influences the association of reported genetic PDAC risk factors and should be adjusted for when performing PDAC genetic risk estimations. Investigation of these genetic risk factors in other ethnic populations is a necessity to evaluate their PDAC risk prediction potential.
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Affiliation(s)
- Abdullah Al-Qahtani
- Undergraduate Medical Program, College of Medicine, Kuwait University, Jabriya, Kuwait
| | - Ali Al-Ali
- Department of Gastroenterology and Hepatology, Mubarak Al Kabeer Hospital, Jabriya, Kuwait
- Department of Medicine, College of Medicine, Kuwait University, Jabriya, Kuwait
| | - Bency John
- Department of Pathology, College of Medicine, Kuwait University, Jabriya, Kuwait
| | - Kusum Kapila
- Department of Pathology, College of Medicine, Kuwait University, Jabriya, Kuwait
- Department of Laboratory Medicine, Mubarak Al Kabeer Hospital, Jabriya, Kuwait
| | - Rabeah Al-Temaimi
- Department of Pathology, College of Medicine, Kuwait University, Jabriya, Kuwait
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24
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Chan CH, Chang CC, Peng YC. The Clinical Significance of Pancreatic Steatosis in Pancreatic Cancer: A Hospital-Based Study. Diagnostics (Basel) 2024; 14:2128. [PMID: 39410531 PMCID: PMC11475449 DOI: 10.3390/diagnostics14192128] [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: 07/17/2024] [Revised: 09/16/2024] [Accepted: 09/23/2024] [Indexed: 10/20/2024] Open
Abstract
Background/Objectives: Pancreatic cancer remains one of the deadliest malignancies worldwide with a pressing need for early detection and intervention strategies. Emerging evidence has suggested a potential link between pancreas steatosis, characterized by excessive pancreatic fat accumulation, and an increased risk of pancreatic cancer development. This retrospective imaging study aims to elucidate the association between pancreatic steatosis and the subsequent development of pancreatic cancer. In the study, we aimed to determine the characteristics of pancreatic cancer with pancreatic steatosis. Methods: During the period of January 2022 to December 2022, we conducted a retrospective study, collecting 101 newly diagnosed pancreas cancer cases from the available image datasets. A comprehensive database of retrospective abdominal imaging studies, comprising computed tomography (CT) and magnetic resonance imaging (MRI), was established from a diverse patient population and subsequently analyzed. Inclusion criteria encompassed patients having available baseline imaging data, allowing for the assessment of pancreatic fat content. Pancreatic fat content was quantified using validated radiological techniques, while demographic, clinical, and histopathological data were all collected. The clinical data and patient characteristics were collected from medical records and analyzed. Results: Preliminary analysis revealed a significant correlation between elevated pancreatic fat content and an increased incidence of subsequent pancreatic cancer. Moreover, subgroup analysis based on age, gender, and comorbidities provided valuable insight into potential risk factors associated with this progression. Additionally, the study identified novel radiological markers that may serve as early indicators of pancreatic cancer development in individuals with pancreatic steatosis. Conclusions: In the imaging study, approximately 30% (30/101) of pancreatic cancer patients presented with pancreatic steatosis. Chronic pancreatitis emerged as the primary factor contributing to pancreatic steatosis in these patients. Importantly, pancreatic steatosis did not significantly impact the prognosis of pancreatic cancer. Follow-up data revealed no significant differences in survival duration between patients with or without pancreatic steatosis. Additionally, no association was found between pancreatic steatosis and hepatic steatosis.
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Affiliation(s)
- Chia-Hao Chan
- Department of Radiology, Taipei Veterans General Hospital Taitung Branch, Taitung 950410, Taiwan;
- Department of Radiology, Taichung Veterans General Hospital, Taichung 407219, Taiwan
| | - Chia-Chen Chang
- Department of Medical Imaging, China Medical University Hospital, China Medical University, Taichung 404327, Taiwan;
| | - Yen-Chun Peng
- Division of Gastroenterology, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung 407219, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei 112304, Taiwan
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25
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Yue JC, Wang HC, Chang TC. Application of type II diabetes incidence and mortality rates for insurance. PLoS One 2024; 19:e0307508. [PMID: 39321149 PMCID: PMC11423961 DOI: 10.1371/journal.pone.0307508] [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: 09/22/2023] [Accepted: 07/05/2024] [Indexed: 09/27/2024] Open
Abstract
Prolonging life is a global trend, and more medical expenditure is being spent on chronic diseases owing to population aging. Diseases commonly seen in middle-aged and elderly people, such as heart disease and diabetes, have slowed mortality improvement in recent years. Diabetes is a common chronic disease and comorbidity of many serious health conditions. The total estimated cost of diabetes in the United States was $327 billion in 2017. However, many people are unaware that diabetes is common, and at least 21.4% of adults do not know that they have diabetes. The number of diabetes-related deaths has been increasing, and diabetes was the 5th cause of death in Taiwan in 2019. In this study, we explore the trend and influence of diabetes in Taiwan and apply mortality models, such as the Lee-Carter and Age-Period-Cohort models, using data from Taiwan's National Insurance to model the incidence and mortality rates of diabetes. We found that the Lee-Carter model provides fairly satisfactory estimates and that people with diabetes regularly taking diabetes medication have lower mortality rates. Moreover, we demonstrate how these results can be used to design diabetes related insurance products and prepare the insured to face the impact of incurring diabetes. In addition, we consider different criteria for judging whether people have diabetes (as there is no consensus on these criteria) and investigate the issue of moral hazard in designing diabetes insurance products.
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Affiliation(s)
- Jack C Yue
- Department of Statistics, National Chengchi University, Taipei, Taiwan, Republic of China
| | - Hsin-Chung Wang
- Department of Statistical Information and Actuarial Science, Aletheia University, New Taipei City, Taiwan, Republic of China
| | - Ting-Chung Chang
- Department of Accounting Information, Chihlee University of Technology, New Taipei City, Taiwan, Republic of China
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26
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Ji L, He X, Min X, Yang H, Wu W, Xu H, Chen J, Mei A. Glucagon-like peptide-1 receptor agonists in neoplastic diseases. Front Endocrinol (Lausanne) 2024; 15:1465881. [PMID: 39371922 PMCID: PMC11449759 DOI: 10.3389/fendo.2024.1465881] [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: 07/18/2024] [Accepted: 08/28/2024] [Indexed: 10/08/2024] Open
Abstract
Glucagon-like peptide-1 receptor agonist (GLP-1RA), a novel hypoglycemic agent for the treatment of type 2 diabetes, has well-known effects such as lowering blood sugar, ameliorating inflammation, reducing weight, and lowering blood lipids. It has also been shown that it can influence the proliferation and survival of cells and has a certain effect on the prognosis of some neoplastic diseases. In this study, the potential effects of GLP-1RAs on the occurrence and development of tumors were reviewed to provide new ideas for the prevention and treatment of tumors in patients.
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Affiliation(s)
- Lisan Ji
- Sinopharm Dongfeng General Hospital (Hubei Clinical Research Center of Hypertension), Hubei Key Laboratory of Wudang Local Chinese Medicine Research, Hubei University of Medicine, Shiyan, China
| | - Xianzhen He
- Children’s Medical Center, Renmin Hospital, Hubei University of Medicine, Shiyan, Hubei, China
| | - Xinwen Min
- Sinopharm Dongfeng General Hospital (Hubei Clinical Research Center of Hypertension), Hubei Key Laboratory of Wudang Local Chinese Medicine Research, Hubei University of Medicine, Shiyan, China
| | - Handong Yang
- Sinopharm Dongfeng General Hospital (Hubei Clinical Research Center of Hypertension), Hubei Key Laboratory of Wudang Local Chinese Medicine Research, Hubei University of Medicine, Shiyan, China
| | - Wenwen Wu
- School of Public Health, Hubei University of Medicine, Shiyan, Hubei, China
| | - Hao Xu
- Sinopharm Dongfeng General Hospital (Hubei Clinical Research Center of Hypertension), Hubei Key Laboratory of Wudang Local Chinese Medicine Research, Hubei University of Medicine, Shiyan, China
| | - Jun Chen
- Sinopharm Dongfeng General Hospital (Hubei Clinical Research Center of Hypertension), Hubei Key Laboratory of Wudang Local Chinese Medicine Research, Hubei University of Medicine, Shiyan, China
- Virology Key Laboratory of Shiyan City, Hubei University of Medicine, Shiyan, China
| | - Aihua Mei
- Sinopharm Dongfeng General Hospital (Hubei Clinical Research Center of Hypertension), Hubei Key Laboratory of Wudang Local Chinese Medicine Research, Hubei University of Medicine, Shiyan, China
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27
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Cavazzani A, Angelini C, Gregori D, Cardone L. Cancer incidence (2000-2020) among individuals under 35: an emerging sex disparity in oncology. BMC Med 2024; 22:363. [PMID: 39232785 PMCID: PMC11376010 DOI: 10.1186/s12916-024-03574-x] [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: 03/09/2024] [Accepted: 08/20/2024] [Indexed: 09/06/2024] Open
Abstract
BACKGROUND Aggressive malignancies, such as pancreatic cancer, are increasingly impacting young, female populations. Our investigation centered on whether the observed trends in cancer incidence were unique to pancreatic cancer or indicative of a broader trend across various cancer types. To delve deeper into this phenomenon, we analyzed cancer incidence trends across different age and sex groups. Furthermore, we explored differences in cancer incidence within specific young subgroups aged 18 to 26 and 27 to 34, to better understand the emerging incidence trend among young individuals. METHODS This study collected cancer incidence data from one of the Surveillance, Epidemiology, and End Results cancer registry databases (SEER22), with 10,183,928 total cases from 2000 to 2020. Data were analyzed through Joinpoint trend analysis approach to evaluate sex- and age-specific trends in cancer incidence. Exposure rates were reported as Average Annual Percentage Changes (AAPCs). RESULTS The analysis revealed significant age and sex-specific disparities, particularly among individuals aged 18-26 and 27-34. Pancreatic cancer incidence rates increased more in females aged 18-26 (AAPC, 9.37% [95% CI, 7.36-11.41%]; p < .0001) than in males (4.43% [95% CI, 2.36-6.53%]; p < .0001). Notably, among gender, age, and other malignancies, young females had the highest AAPCs for pancreatic cancer. Additionally, the incidence of gastric cancer, myeloma, and colorectal malignancies also showed higher AAPCs in young females compared to males. CONCLUSIONS Recognizing emerging risk populations for highly lethal malignancies is crucial for early detection and effective disease management.
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Affiliation(s)
- Alessandro Cavazzani
- Institute of Biochemistry and Cell Biology (IBBC), National Research Council (CNR), c/o Campus Internazionale "A.Buzzati-Traverso", Via E. Ramarini, 32, Monterotondo Scalo Rome (RM), 00015, Italy
- Unit of Tumor Immunology and Immunotherapy, IRCCS Regina Elena National Cancer Institute, Via Elio Chianesi, 53, Rome, 00144, Italy
- Department of Biology, University of Rome Tor Vergata, 00133, Rome, Italy
| | - Claudia Angelini
- Institute for Applied Computing, National Research Council (CNR), Naples, Italy
| | - Dario Gregori
- Unit of Biostatistics, Epidemiology and Public Health, University of Padova, Padua, Italy
| | - Luca Cardone
- Institute of Biochemistry and Cell Biology (IBBC), National Research Council (CNR), c/o Campus Internazionale "A.Buzzati-Traverso", Via E. Ramarini, 32, Monterotondo Scalo Rome (RM), 00015, Italy.
- Unit of Tumor Immunology and Immunotherapy, IRCCS Regina Elena National Cancer Institute, Via Elio Chianesi, 53, Rome, 00144, Italy.
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28
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Khan S, Bhushan B. Machine Learning Predicts Patients With New-onset Diabetes at Risk of Pancreatic Cancer. J Clin Gastroenterol 2024; 58:681-691. [PMID: 37522752 DOI: 10.1097/mcg.0000000000001897] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Accepted: 06/22/2023] [Indexed: 08/01/2023]
Abstract
BACKGROUND New-onset diabetes represent a high-risk cohort to screen for pancreatic cancer. GOALS Develop a machine model to predict pancreatic cancer among patients with new-onset diabetes. STUDY A retrospective cohort of patients with new-onset diabetes was assembled from multiple health care networks in the United States. An XGBoost machine learning model was designed from a portion of this cohort (the training set) and tested on the remaining part of the cohort (the test set). Shapley values were used to explain the XGBoost's model features. Model performance was compared with 2 contemporary models designed to predict pancreatic cancer among patients with new-onset diabetes. RESULTS In the test set, the XGBoost model had an area under the curve of 0.80 (0.76 to 0.85) compared with 0.63 and 0.68 for other models. Using cutoffs based on the Youden index, the sensitivity of the XGBoost model was 75%, the specificity was 70%, the accuracy was 70%, the positive predictive value was 1.2%, and the negative predictive value was >99%. The XGBoost model obtained a positive predictive value of at least 2.5% with a sensitivity of 38%. The XGBoost model was the only model that detected at least 50% of patients with cancer one year after the onset of diabetes. All 3 models had similar features that predicted pancreatic cancer, including older age, weight loss, and the rapid destabilization of glucose homeostasis. CONCLUSION Machine learning models isolate a high-risk cohort from those with new-onset diabetes at risk for pancreatic cancer.
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Affiliation(s)
- Salman Khan
- Department of Medicine, West Virginia University School of Medicine, West Virginia University, Morgantown, WV
- Northeast Ohio Medical University, Rootstown, OH
| | - Bharath Bhushan
- Department of Medicine, West Virginia University School of Medicine, West Virginia University, Morgantown, WV
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29
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Topkan E, Senyurek S, Kılic Durankus N, Ozturk D, Selek U. Novel Somay's GLUCAR Index Efficiently Predicts Survival Outcomes in Locally Advanced Pancreas Cancer Patients Receiving Definitive Chemoradiotherapy: A Propensity-Score-Matched Cohort Analysis. J Pers Med 2024; 14:746. [PMID: 39064000 PMCID: PMC11278407 DOI: 10.3390/jpm14070746] [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: 04/30/2024] [Revised: 07/05/2024] [Accepted: 07/11/2024] [Indexed: 07/28/2024] Open
Abstract
BACKGROUND Propensity score matching (PSM) was used to investigate the prognostic value of a novel GLUCAR index [Glucose × (C-reactive protein ÷ albumin)] in unresectable locally advanced pancreatic cancer (LA-NPC) patients who received definitive concurrent chemoradiotherapy (CCRT). METHODS The PSM analysis comprised 142 LA-PAC patients subjected to definitive CCRT. Receiver operating characteristic (ROC) curve analysis was utilized to identify relevant pre-CCRT cutoffs that could effectively stratify survival results. The primary and secondary objectives were the correlations between the pre-CCRT GLUCAR measures and overall survival (OS) and progression-free survival (PFS). RESULTS The ROC analysis revealed significance at 43.3 for PFS [area under the curve (AUC): 85.1%; sensitivity: 76.8%; specificity: 74.2%; J-index: 0.510)] and 42.8 for OS (AUC: 81.8%; sensitivity: 74.2%; specificity: 71.7%; J-index: 0.459). Given that these cutoff points were close, the standard cutoff point, 42.8, was selected for further analysis. Comparative survival analyses showed that pre-CCRT GLUCAR ≥ 42.8 (n = 71) measures were associated with significantly shorter median PFS (4.7 vs. 15.8 months; p < 0.001) and OS (10.1 vs. 25.4 months; p < 0.001) durations compared to GLUCAR < 42.8 measures (n = 71). The multivariate analysis results confirmed the independent significance of the GLUCAR index on PFS (p < 0.001) and OS (p < 0.001) outcomes. CONCLUSIONS Elevated pre-CCRT GLUCAR levels are robustly and independently linked to significantly poorer PFS and OS outcomes in unresectable LA-PAC patients treated with definitive CCRT.
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Affiliation(s)
- Erkan Topkan
- Department of Radiation Oncology, Faculty of Medicine, Baskent University, Adana 01120, Turkey
| | - Sukran Senyurek
- Department of Radiation Oncology, Koc University School of Medicine, Istanbul 34450, Turkey; (S.S.); (N.K.D.); (U.S.)
| | - Nulifer Kılic Durankus
- Department of Radiation Oncology, Koc University School of Medicine, Istanbul 34450, Turkey; (S.S.); (N.K.D.); (U.S.)
| | - Duriye Ozturk
- Department of Radiation Oncology, Faculty of Medicine, Afyonkarahisar Health Sciences University, Afyonkarahisar 03030, Turkey;
| | - Ugur Selek
- Department of Radiation Oncology, Koc University School of Medicine, Istanbul 34450, Turkey; (S.S.); (N.K.D.); (U.S.)
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Wright JJ, Eskaros A, Windon A, Bottino R, Jenkins R, Bradley AM, Aramandla R, Philips S, Kang H, Saunders DC, Brissova M, Powers AC. Exocrine Pancreas in Type 1 and Type 2 Diabetes: Different Patterns of Fibrosis, Metaplasia, Angiopathy, and Adiposity. Diabetes 2024; 73:1140-1152. [PMID: 37881846 PMCID: PMC11189834 DOI: 10.2337/db23-0009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Accepted: 07/18/2023] [Indexed: 10/27/2023]
Abstract
The endocrine and exocrine compartments of the pancreas are spatially related but functionally distinct. Multiple diseases affect both compartments, including type 1 diabetes (T1D), pancreatitis, cystic fibrosis, and pancreatic cancer. To better understand how the exocrine pancreas changes with age, obesity, and diabetes, we performed a systematic analysis of well-preserved tissue sections from the pancreatic head, body, and tail of organ donors with T1D (n = 20) or type 2 diabetes (T2D) (n = 25) and donors with no diabetes (ND; n = 74). Among ND donors, we found that the incidence of acinar-to-ductal metaplasia (ADM), angiopathy, and pancreatic adiposity increased with age, and ADM and adiposity incidence also increased with BMI. Compared with age- and sex-matched ND organs, T1D pancreata had greater rates of acinar atrophy and angiopathy, with fewer intralobular adipocytes. T2D pancreata had greater rates of ADM and angiopathy and a higher total number of T lymphocytes, but no difference in adipocyte number, compared with ND organs. Although total pancreatic fibrosis was increased in both T1D and T2D, the patterns were different, with periductal and perivascular fibrosis occurring more frequently in T1D pancreata and lobular and parenchymal fibrosis occurring more frequently in T2D. Thus, the exocrine pancreas undergoes distinct changes as individuals age or develop T1D or T2D. ARTICLE HIGHLIGHTS
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Affiliation(s)
- Jordan J. Wright
- Division of Diabetes, Endocrinology and Metabolism, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
- Veterans Affairs Tennessee Valley Healthcare System, Nashville, TN
| | - Adel Eskaros
- Division of Diabetes, Endocrinology and Metabolism, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Annika Windon
- Department of Pathology, Microbiology and Immunology, Vanderbilt University Medical Center, Nashville, TN
| | - Rita Bottino
- Imagine Islet Center, Imagine Pharma, Pittsburgh, PA
- Institute of Cellular Therapeutics, Allegheny-Singer Research Institute, Allegheny Health Network, Pittsburgh, PA
| | - Regina Jenkins
- Division of Diabetes, Endocrinology and Metabolism, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Amber M. Bradley
- Division of Diabetes, Endocrinology and Metabolism, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Radhika Aramandla
- Division of Diabetes, Endocrinology and Metabolism, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Sharon Philips
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN
| | - Hakmook Kang
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN
| | - Diane C. Saunders
- Division of Diabetes, Endocrinology and Metabolism, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
- Human Pancreas Analysis Program, Nashville, TN; Philadelphia, PA; and Gainesville, FL
| | - Marcela Brissova
- Division of Diabetes, Endocrinology and Metabolism, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
- Human Pancreas Analysis Program, Nashville, TN; Philadelphia, PA; and Gainesville, FL
| | - Alvin C. Powers
- Division of Diabetes, Endocrinology and Metabolism, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
- Veterans Affairs Tennessee Valley Healthcare System, Nashville, TN
- Human Pancreas Analysis Program, Nashville, TN; Philadelphia, PA; and Gainesville, FL
- Department of Molecular Physiology and Biophysics, Vanderbilt University School of Medicine, Nashville, TN
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Hardell KNL, Schonfeld SJ, Ramin C, Vo JB, Morton LM. Association between diabetes and subsequent malignancy risk among older breast cancer survivors. JNCI Cancer Spectr 2024; 8:pkae036. [PMID: 38718185 PMCID: PMC11135638 DOI: 10.1093/jncics/pkae036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Revised: 03/28/2024] [Accepted: 05/03/2024] [Indexed: 05/30/2024] Open
Abstract
Type II diabetes is associated with cancer risk in the general population but has not been well studied as a risk factor for subsequent malignancies among cancer survivors. We investigated the association between diabetes and subsequent cancer risk among older (66-84 years), 1-year breast cancer survivors within the linked Surveillance Epidemiology and End Results (SEER)-Medicare database using Cox regression analyses to quantify hazard ratios (HR) and corresponding 95% confidence intervals (95% CI). Among 133 324 women, 29.3% were diagnosed with diabetes before or concurrent with their breast cancer diagnosis, and 10 452 women developed subsequent malignancies over a median follow-up of 4.3 years. Diabetes was statistically significantly associated with liver (HR = 2.35, 95% CI = 1.48 to 3.74), brain (HR = 1.94, 95% CI = 1.26 to 2.96), and thyroid cancer risks (HR = 1.38, 95% CI = 1.01 to 1.89). Future studies are needed to better understand the spectrum of subsequent cancers associated with diabetes and the role of diabetes medications in modifying subsequent cancer risk, alone or in combination with cancer treatments.
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Affiliation(s)
- Kaitlyn N Lewis Hardell
- Radiation Epidemiology Branch, Division of Cancer Epidemiology, National Cancer Institute, Bethesda, MD, USA
- Cancer Prevention Fellowship Program, Division of Cancer Prevention, National Cancer Institute, Bethesda, MD, USA
| | - Sara J Schonfeld
- Radiation Epidemiology Branch, Division of Cancer Epidemiology, National Cancer Institute, Bethesda, MD, USA
| | - Cody Ramin
- Cancer Research Center for Health Equity, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Jacqueline B Vo
- Radiation Epidemiology Branch, Division of Cancer Epidemiology, National Cancer Institute, Bethesda, MD, USA
| | - Lindsay M Morton
- Radiation Epidemiology Branch, Division of Cancer Epidemiology, National Cancer Institute, Bethesda, MD, USA
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Ayoub M, Faris C, Juranovic T, Chela H, Daglilar E. The Use of Glucagon-like Peptide-1 Receptor Agonists in Patients with Type 2 Diabetes Mellitus Does Not Increase the Risk of Pancreatic Cancer: A U.S.-Based Cohort Study. Cancers (Basel) 2024; 16:1625. [PMID: 38730578 PMCID: PMC11082986 DOI: 10.3390/cancers16091625] [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: 03/30/2024] [Revised: 04/20/2024] [Accepted: 04/22/2024] [Indexed: 05/13/2024] Open
Abstract
BACKGROUND GLP-1 RAs are widely used for T2DM treatment due to their cardiorenal and metabolic benefits. This study examines the risk of pancreatic cancer with GLP-1 RA use in patients with T2DM. METHODS We analyzed TriNetX's deidentified research database using the U.S. Collaborative Network comprising 62 healthcare organizations across the U.S.A. Patients with T2DM were split into two cohorts: one receiving GLP-1 RAs, and one not receiving GLP-1 RAs. We excluded patients with known risk factors for pancreatic cancer, including pancreatic cysts, a personal or family history of BRCA1, BRCA2, CDKN2A, KRAS, MEN1, MLH1, MSH2, NOTCH1, PALB2, PMS2, and PRSS1S genes, family history of pancreatic cancer, and VHL syndrome. Using a 1:1 propensity score-matching model based on baseline characteristics and comorbidities, we created comparable cohorts. We then compared the rate of pancreatic cancer between the two cohorts at a 7-year interval. RESULTS Out of 7,146,015 identified patients with T2DM, 10.3% were on a GLP-1 RA and 89.7% were not. Post-PSM, 721,110 patients were in each group. Patients on GLP-1 RAs had a 0.1% risk compared to a 0.2% risk of pancreatic cancer in the 7-year timeframe. CONCLUSION The use of GLP-1 RAs in patients with type 2 diabetes mellitus (T2DM) does not appear to substantially elevate the risk of pancreatic cancer; in fact, it may potentially exert a protective effect.
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Affiliation(s)
- Mark Ayoub
- Department of Internal Medicine, Charleston Area Medical Center, West Virginia University, Charleston, WV 25304, USA;
| | - Carol Faris
- Department of General Surgery, Marshall University, Huntington, WV 25755, USA;
| | - Tajana Juranovic
- Department of Internal Medicine, Charleston Area Medical Center, West Virginia University, Charleston, WV 25304, USA;
| | - Harleen Chela
- Division of Gastroenterology and Hepatology, Charleston Area Medical Center, West Virginia University, Charleston, WV 25304, USA
| | - Ebubekir Daglilar
- Division of Gastroenterology and Hepatology, Charleston Area Medical Center, West Virginia University, Charleston, WV 25304, USA
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Conway RB, Hudson AG, Munro H, Fu D, McClain DA, Blot WJ. Diabetes and pancreatic cancer risk in a multiracial cohort. Diabet Med 2024; 41:e15234. [PMID: 37779225 PMCID: PMC11357321 DOI: 10.1111/dme.15234] [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: 03/17/2023] [Revised: 09/25/2023] [Accepted: 09/26/2023] [Indexed: 10/03/2023]
Abstract
AIMS To determine the relationship of diabetes with pancreatic cancer incidence among African American and Whites of similar socio-economic status. METHODS Using the Southern Community Cohort Study, we conducted a follow-up during 2002-2015 of pancreatic cancer incidence of 73,378 mostly low-income participants aged 40-79 years; 15,913 reported diabetes at baseline. Multivariable Cox analysis controlling for sex, family history of pancreatic cancer, BMI, smoking status, alcohol consumption, education, income and other important covariates, and with age as the timescale was used. RESULTS Totally, 265 incident pancreatic cancer cases were observed. Pancreatic cancer risk was increased among those with diabetes (HR 1.54, CI 1.16-2.05), with similar increases among African Americans (HR 1.51, CI 1.08-2.11) and Whites (HR 1.78, CI 1.00-3.16). No trend in risk was observed for diabetes duration among those with diabetes, with HRs of 1.39 (0.91-2.11), 2.31 (1.51-3.54) and 1.23 (0.80-1.89) for <5, 5-9 and 10+ years duration, respectively. African Americans were at increased risk of pancreatic cancer (HR = 1.40, 95% CI 1.05-1.87), which persisted after adjusting for diabetes (HR 1.36, CI 1.02-1.81). The effect sizes for other pancreatic cancer risk factors with pancreatic cancer were similar by diabetes status, although a stronger association with low BMI was evident among those with diabetes. CONCLUSIONS Diabetes increases pancreatic cancer risk similarly among African Americans and Whites in this Southern U.S. COHORT
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Affiliation(s)
- Rebecca B.N. Conway
- American Academy of Epidemiology, Inc., 2008 S. Wiley Avenue, Tyler, TX 75701, USA
- Department of Epidemiology, University of Colorado School of Public Health, Anschutz Medical Campus, 13001 East 17th Place, Mail Stop B119 Aurora, CO, 80045, USA
| | - Alana G. Hudson
- Public Health Strategies, LLC, 515 Highland Avenue, South Charleston, WV, 25303, USA
| | - Heather Munro
- Vanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, 2525 West End Avenue Nashville, TN, 37203
| | - David Fu
- Cancer Center, Renmin Hospital of Wuhan University, No. 99 Zhangzhidong St., Wuchang District, Wuhan City, Hubei Province, 430060, P.R. China
| | - Donald A. McClain
- Section of Endocrinology and Metabolism, Wake Forest School of Medicine, 475 Vine St, Winston-Salem, NC, 27157, USA
| | - William J. Blot
- Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, 2525 West Avenue, Nashville, TN, 27203, USA
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Subramanian SK, Brahmbhatt B, Bailey-Lundberg JM, Thosani NC, Mutha P. Lifestyle Medicine for the Prevention and Treatment of Pancreatitis and Pancreatic Cancer. Diagnostics (Basel) 2024; 14:614. [PMID: 38535034 PMCID: PMC10968821 DOI: 10.3390/diagnostics14060614] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2024] [Revised: 02/26/2024] [Accepted: 02/27/2024] [Indexed: 04/14/2025] Open
Abstract
The incidence of pancreatitis and pancreatic cancer is on the upswing in the USA. These conditions often lead to higher healthcare costs due to the complex nature of diagnosis and the need for specialized medical interventions, surgical procedures, and prolonged medical management. The economic ramification encompasses direct healthcare expenses and indirect costs related to productivity losses, disability, and potential long-term care requirements. Increasing evidence underscores the importance of a healthy lifestyle in preventing and managing these conditions. Lifestyle medicine employs evidence-based interventions to promote health through six key pillars: embracing a whole-food, plant-predominant dietary pattern; regular physical activity; ensuring restorative sleep; managing stress effectively; removing harmful substances; and fostering positive social connections. This review provides a comprehensive overview of lifestyle interventions for managing and preventing the development of pancreatitis and pancreatic cancer.
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Affiliation(s)
- Sruthi Kapliyil Subramanian
- Center for Interventional Gastroenterology at UTHealth (iGUT), Section of Endoluminal Surgery and Interventional Gastroenterology, Division of Elective General Surgery, Department of Surgery, McGovern Medical School at UTHealth, Houston, TX 77030, USA; (S.K.S.); (P.M.)
| | - Bhaumik Brahmbhatt
- Mayo Clinic, Division of Gastroenterology and Hepatology, Jacksonville, FL 32224, USA;
| | - Jennifer M. Bailey-Lundberg
- Department of Anesthesiology, Critical Care and Pain Medicine, McGovern Medical School at UTHealth, Houston, TX 77030, USA;
| | - Nirav C. Thosani
- Center for Interventional Gastroenterology at UTHealth (iGUT), Section of Endoluminal Surgery and Interventional Gastroenterology, Division of Elective General Surgery, Department of Surgery, McGovern Medical School at UTHealth, Houston, TX 77030, USA; (S.K.S.); (P.M.)
| | - Pritesh Mutha
- Center for Interventional Gastroenterology at UTHealth (iGUT), Section of Endoluminal Surgery and Interventional Gastroenterology, Division of Elective General Surgery, Department of Surgery, McGovern Medical School at UTHealth, Houston, TX 77030, USA; (S.K.S.); (P.M.)
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Nguyen S, Carlson H, Yoder A, Bamlet WR, Oberg AL, Petersen GM, Carmella SG, Hecht SS, Jansen RJ. Polycyclic Aromatic Hydrocarbons and Pancreatic Cancer: An Analysis of the Blood Biomarker, r-1, t-2,3, c-4-Tetrahydroxy-1,2,3,4-tetrahydrophenanthrene and Selected Metabolism Gene SNPs. Nutrients 2024; 16:688. [PMID: 38474816 PMCID: PMC10935191 DOI: 10.3390/nu16050688] [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: 11/30/2023] [Revised: 02/05/2024] [Accepted: 02/25/2024] [Indexed: 03/14/2024] Open
Abstract
Exposure to polycyclic aromatic hydrocarbons (PAHs), byproducts of incomplete combustion, and their effects on the development of cancer are still being evaluated. Recent studies have analyzed the relationship between PAHs and tobacco or dietary intake in the form of processed foods and smoked/well-done meats. This study aims to assess the association of a blood biomarker and metabolite of PAHs, r-1,t-2,3,c-4-tetrahydroxy-1,2,3,4-tetrahydrophenanthrene (PheT), dietary intake, selected metabolism SNPs, and pancreatic cancer. Demographics, food-frequency data, SNPs, treatment history, and levels of PheT in plasma were determined from 400 participants (202 cases and 198 controls) and evaluated based on pancreatic adenocarcinoma diagnosis. Demographic and dietary variables were selected based on previously published literature indicating association with pancreatic cancer. A multiple regression model combined the significant demographic and food items with SNPs. Final multivariate logistic regression significant factors (p-value < 0.05) associated with pancreatic cancer included: Type 2 Diabetes [OR = 6.26 (95% CI = 2.83, 14.46)], PheT [1.03 (1.02, 1.05)], very well-done red meat [0.90 (0.83, 0.96)], fruit/vegetable servings [1.35 (1.06, 1.73)], recessive (rs12203582) [4.11 (1.77, 9.91)], recessive (rs56679) [0.2 (0.06, 0.85)], overdominant (rs3784605) [3.14 (1.69, 6.01)], and overdominant (rs721430) [0.39 (0.19, 0.76)]. Of note, by design, the level of smoking did not differ between our cases and controls. This study does not provide strong evidence that PheT is a biomarker of pancreatic cancer susceptibility independent of dietary intake and select metabolism SNPs among a nonsmoking population.
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Affiliation(s)
- Sierra Nguyen
- Department of Public Health, North Dakota State University, Fargo, ND 58105, USA;
| | - Heather Carlson
- Fairbanks School of Public Health, Indiana University-Purdue University Indianapolis, Indianapolis, IN 46202, USA
| | - Andrea Yoder
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, USA (S.S.H.)
| | - William R. Bamlet
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN 55905, USA
| | - Ann L. Oberg
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN 55905, USA
| | - Gloria M. Petersen
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN 55905, USA
| | - Steven G. Carmella
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, USA (S.S.H.)
| | - Stephen S. Hecht
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, USA (S.S.H.)
| | - Rick J. Jansen
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455, USA (S.S.H.)
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Cao P, Zhang W, Qiu J, Tang Z, Xue X, Feng T. Gemcitabine Inhibits the Progression of Pancreatic Cancer by Restraining the WTAP/MYC Chain in an m6A-Dependent Manner. Cancer Res Treat 2024; 56:259-271. [PMID: 37591781 PMCID: PMC10789956 DOI: 10.4143/crt.2022.1600] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Accepted: 07/18/2023] [Indexed: 08/19/2023] Open
Abstract
PURPOSE Pancreatic cancer (PC) is a common malignant tumor of the digestive system, and its 5-year survival rate is only 4%. N6-methyladenosine (m6A) RNA methylation is the most common post-transcriptional modification and dynamically regulates cancer development, while its role in PC treatment remains unclear. MATERIALS AND METHODS We treated PC cells with gemcitabine and quantified the overall m6A level with m6A methylation quantification. Real-time quantitative reverse transcription polymerase chain reaction and Western blot analyses were used to detect expression changes of m6A regulators. We verified the m6A modification on the target genes through m6A-immunoprecipitation (IP), and further in vivo experiments and immunofluorescence (IF) assays were applied to verify regulation of gemcitabine on Wilms' tumor 1-associated protein (WTAP) and MYC. RESULTS Gemcitabine inhibited the proliferation and migration of PC cells and reduced the overall level of m6A modification. Additionally, the expression of the "writer" WTAP was significantly downregulated after gemcitabine treatment. We knocked down WTAP in cells and found target gene MYC expression was significantly downregulated, m6A-IP also confirmed the m6A modification on MYC. Our experiments showed that m6A-MYC may be recognized by the "reader" IGF2BP1. In vivo experiments revealed gemcitabine inhibited the tumorigenic ability of PC cells. IF analysis also showed that gemcitabine inhibited the expression of WTAP and MYC, which displayed a significant trend of co-expression. CONCLUSION Our study confirmed that gemcitabine interferes with WTAP protein expression in PC, reduces m6A modification on MYC and RNA stability, thereby inhibiting the downstream pathway of MYC, and inhibits the progression of PC.
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Affiliation(s)
- Pei Cao
- Department of General Surgery,The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Weigang Zhang
- Department of General Surgery,The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Junyi Qiu
- Department of General Surgery,The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Zuxiong Tang
- Department of General Surgery,The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Xiaofeng Xue
- Department of General Surgery,The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Tingting Feng
- Department of Infectious Disease,The First Affiliated Hospital of Soochow University, Suzhou, China
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Olowosoke CB, Gbemisola O, Alaba AA, Adepoju OH, Okorie B, Odjegba PI, Ogunsanmi AO, Oke GA, Akinlolu O, Olubena TL, Bello RO, Adegboyega BB. Multi-regulator of EZH2-PPARs Therapeutic Targets: A Hallmark for Prospective Restoration of Pancreatic Insulin Production and Cancer Dysregulation. Appl Biochem Biotechnol 2023; 195:7520-7552. [PMID: 37010741 DOI: 10.1007/s12010-023-04433-w] [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: 03/15/2023] [Indexed: 04/04/2023]
Abstract
The unexpected rise in cancer and diabetes statistics has been a significant global threat, inciting ongoing research into various biomarkers that can act as innovative therapeutic targets for their management. The recent discovery of how EZH2-PPARs' regulatory function affects the metabolic and signalling pathways contributing to this disease has posed a significant breakthrough, with the synergistic combination of inhibitors like GSK-126 and bezafibrate for treating these diseases. Nonetheless, no findings on other protein biomarkers involved in the associated side effects have been reported. As a result of this virtual study, we identified the gene-disease association, protein interaction networks between EZH2-PPARs and other protein biomarkers regulating pancreatic cancer and diabetes pathology, ADME/Toxicity profiling, docking simulation and density functional theory of some natural products. The results indicated a correlation between obesity and hypertensive disease for the investigated biomarkers. At the same time, the predicted protein network validates the link to cancer and diabetes, and nine natural products were screened to have versatile binding capacity against the targets. Among all natural products, phytocassane A outperforms the standard drugs' (GSK-126 and bezafibrate) in silico validation for drug-likeness profiles. Hence, these natural products were conclusively proposed for additional experimental screening to complement the results on their utility in drug development for diabetes and cancer therapy against the EZH2-PPARs' new target.
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Affiliation(s)
- Christopher Busayo Olowosoke
- Department of Biotechnology (School of Life Sciences), Federal University of Technology, Akure, P.M.B 704, Akure, Ondo State, Nigeria.
- Department of Biotechnology (College of Natural and Applied Sciences), Chrisland University, Km 5, Ajebo Road, Abeokuta, Ogun State, Nigeria.
- Research Development Unit, Institute of Bioinformatics and Molecular Therapeutics, Osogbo, Osun State, Nigeria.
| | - Otitoola Gbemisola
- Department of Human Nutrition and Dietetics (College of Medicine), University of Ibadan, P.M.B 5017, Ibadan, Oyo State, Nigeria
| | - Adebola Abosede Alaba
- Department of Microbiology (School of Life Sciences), Federal University of Technology, Akure, P.M.B 704, Akure, Ondo State, Nigeria
| | - Oluwadamilola Hope Adepoju
- Department of Biotechnology (School of Life Sciences), Federal University of Technology, Akure, P.M.B 704, Akure, Ondo State, Nigeria
- Department of Biochemistry (College of Biosciences), Federal University of Agriculture, Abeokuta, P.M.B 2240, Abeokuta, Ogun State, Nigeria
| | - Benson Okorie
- Department of Biotechnology (School of Life Sciences), Federal University of Technology, Akure, P.M.B 704, Akure, Ondo State, Nigeria
| | - Peace Ifeoma Odjegba
- Department of Microbiology (School of Life Sciences), Federal University of Technology, Akure, P.M.B 704, Akure, Ondo State, Nigeria
| | - Ayomide Oluwaseyi Ogunsanmi
- Department of Biochemistry (Faculty of Pure and Applied Science), Kwara State University, P.M.B. 1530, Ilorin, Kwara State, Nigeria
| | - Grace Ayomide Oke
- Department of Food Science and Technology (School of Agriculture and Agricultural Technology), Federal University of Technology, Akure, P.M.B 704, Akure, Ondo State, Nigeria
| | - Oluwatoyin Akinlolu
- Department of Microbiology (School of Life Sciences), Federal University of Technology, Akure, P.M.B 704, Akure, Ondo State, Nigeria
| | - Tomiwa Lois Olubena
- Department of Biotechnology (School of Life Sciences), Federal University of Technology, Akure, P.M.B 704, Akure, Ondo State, Nigeria
| | - Ridwan Opeyemi Bello
- Department of Biotechnology (School of Life Sciences), Federal University of Technology, Akure, P.M.B 704, Akure, Ondo State, Nigeria
- Computer-Aided Therapeutic Discovery and Design Group, FUTA, Akure, Ondo State, Nigeria
| | - Benjamin Babatunde Adegboyega
- Department of Biotechnology (School of Life Sciences), Federal University of Technology, Akure, P.M.B 704, Akure, Ondo State, Nigeria
- Department of Biotechnology (College of Natural and Applied Sciences), Chrisland University, Km 5, Ajebo Road, Abeokuta, Ogun State, Nigeria
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Ma H, Luo W, Gu Y. Does Oral Microbiota Have a Close Relationship with Pancreatic Cancer? A Systematic Review and Meta-Analysis. Ann Surg Oncol 2023; 30:8635-8641. [PMID: 37787951 DOI: 10.1245/s10434-023-14366-7] [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: 09/14/2023] [Indexed: 10/04/2023]
Abstract
BACKGROUND The association between oral microbiota and pancreatic cancer (PC) is increasingly recognized and studied. Yet, contrasting results are seen in current studies. This study aimed to provide systematic review and meta-analysis comparing PC and oral microbiota. METHODS Studies related to the association between oral microbiota and PC were identified through digital databases including PubMed, Medline, EMBASE, COCHRANE, and SCOPUS without limitations on language or publication period. The last identification date was 10 March 2023. Three case-control studies concerning the issue were included. For the meta-analyses, RevMan software version 5.4 was used. The Newcastle-Ottawa scale was used to evaluate articles and measurement of study differences, and publication bias was shown. RESULTS Porphyromonas gingivalis in oral bacteria was detected at a comparatively high detection rate in PC patients compared with healthy controls (odds ratio [OR], 1.38; 95 % confidence interval [CI], 1.09-1.74; P = 0.007; I2 = 34 %). The detection rate did not differ significantly between PC patients and healthy control patients for Aggregatibacter actinomycetemcomitans (OR 0.98; 95 % CI 0.75-1.29; P = 0.90; I2 = 76 %); Tannerella forsythiaand (OR 1.12; 95 % CI 0.89-1.42; P = 0.33; I2 = 0 %), or Prevotella intermedia (OR 1.08; 95 % CI 0.84-1.39; P = 0.55; I2 = 0 %). CONCLUSION Oral microbiota were closely related to PC, whereas P. gingivalis was more commonly found in the PC patients than in the healthy controls. For patients with PC, P. gingivalis may play a role in early diagnosis.
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Affiliation(s)
- Haowei Ma
- Clinical Medicine, Capital Medical University, Beijing, China
| | - Wenhao Luo
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
| | - Yu Gu
- Department of Obstetrics and Gynecology, Peking Union Medical College Hospital, National Clinical Research Center for Obstetric and Gynecologic Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
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Mallardo D, Woodford R, Menzies AM, Zimmer L, Williamson A, Ramelyte E, Dimitriou F, Wicky A, Wallace R, Mallardo M, Cortellini A, Budillon A, Atkinson V, Sandhu S, Olivier M, Dummer R, Lorigan P, Schadendorf D, Long GV, Simeone E, Ascierto PA. The role of diabetes in metastatic melanoma patients treated with nivolumab plus relatlimab. J Transl Med 2023; 21:753. [PMID: 37880788 PMCID: PMC10601323 DOI: 10.1186/s12967-023-04607-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2023] [Accepted: 10/08/2023] [Indexed: 10/27/2023] Open
Abstract
BACKGROUND The combination of nivolumab + relatlimab is superior to nivolumab alone in the treatment of naive patients and has activity in PD-1 refractory melanoma. We had previously observed a reduced expression of LAG3 in melanoma tissue from patients with type 2 diabetes. METHOD To evaluate the impact of diabetes on oncological outcomes of patients with advanced melanoma treated with nivolumab plus the LAG3 inhibitor relatlimab we performed a retrospective multicenter study. RESULTS Overall, 129 patients were included: 88 without diabetes before the treatment, 37 who were diagnosed with type 2 diabetes before the start of treatment, and 4 without diabetes before treatment who developed immune checkpoint inhibitor-induced diabetes (ICI-DM). PFS was 21.71 months (95% CI: 15.61-27.81) in patients without diabetes, 10.23 months (95% CI: 5.81-14.66) in patients with type 2 diabetes, and 50.85 months (95% CI: 23.04-78.65) in patients who developed ICI-DM. OS was 37.94 months (95% CI: 31.02-44.85) in patients without diabetes, 22.12 months (95% CI: 14.41-29.85) in those with type 2 diabetes and 57.64 months (95% CI: 42.29-72.99) in those who developed ICI-DM. Multivariate analysis showed that the presence of diabetes and LDH was correlated with OS and PFS. The mean OS was 64.63 months in subjects with low levels of glucose (< 137 mg/dl) and 36.27 months in those with high levels (hazard ratio 0.16, 95% CI: 0.04-0.58; p = 0.005). The patients whose glucose blood level increased after 3 months of treatment with nivolumab + relatinib compared to baseline (ratio of blood level at baseline/after 3 months > 1.5) had a worse prognosis than those whose glucose level had not increased. This result was observed also in subgroups treated either in first line or further lines. Patients who developed ICI-DM during the study period had better outcomes than the overall population and patients without diabetes. CONCLUSIONS LAG3 inhibition for treating metastatic or unresectable melanoma has a reduced efficacy in patients with type 2 diabetes, possibly due to a low expression of LAG3 in tumor tissue. Higher level evidence should be obtained.
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Affiliation(s)
- Domenico Mallardo
- Melanoma, Cancer Immunotherapy, and Development Therapeutics Unit, Istituto Nazionale Tumori IRCCS "Fondazione G. Pascale", Via Mariano Semmola, 53, 80131, Naples, Italy
| | - Rachel Woodford
- Melanoma Institute Australia, The University of Sydney, Royal North Shore and Mater Hospitals, Sydney, NSW, Australia
| | - Alexander M Menzies
- Melanoma Institute Australia, The University of Sydney, Royal North Shore and Mater Hospitals, Sydney, NSW, Australia
| | - Lisa Zimmer
- Department of Dermatology, University Hospital Essen, NCT-West, German Cancer Consortium, Partner Site Essen and University Alliance Ruhr, Research Center One Health, Essen, Germany
| | - Andrew Williamson
- Christie NHS Foundation Trust and Division of Cancer Services, University of Manchester, Manchester, UK
| | - Egle Ramelyte
- Department of Dermatology, University of Zurich, Zurich, Switzerland
| | | | - Alexandre Wicky
- Department of Oncology, Precision Oncology Center, Lausanne University Hospital, Rue du Bugnon 21, 1011, Lausanne, Switzerland
| | | | - Mario Mallardo
- Melanoma, Cancer Immunotherapy, and Development Therapeutics Unit, Istituto Nazionale Tumori IRCCS "Fondazione G. Pascale", Via Mariano Semmola, 53, 80131, Naples, Italy
| | - Alessio Cortellini
- Department of Surgery and Cancer, Imperial College London, Hammersmith Hospital, Du Cane Road, London, W120HS, UK
- Operative Research Unit of Medical Oncology, Fondazione Policlinico Universitario Campus Biomedico, Rome, Italy
| | - Alfredo Budillon
- Scientific Director, Istituto Nazionale Tumori IRCCS "Fondazione G. Pascale", Naples, Italy
| | - Victoria Atkinson
- Greenslopes Private Hospital, University of Queensland QLD, Greenslopes, Australia
| | | | - Michielin Olivier
- Department of Oncology, Precision Oncology Center, Lausanne University Hospital, Rue du Bugnon 21, 1011, Lausanne, Switzerland
| | - Reinhard Dummer
- Department of Dermatology, University of Zurich, Zurich, Switzerland
| | - Paul Lorigan
- Christie NHS Foundation Trust and Division of Cancer Services, University of Manchester, Manchester, UK
| | - Dirk Schadendorf
- Department of Dermatology, University Hospital Essen, NCT-West, German Cancer Consortium, Partner Site Essen and University Alliance Ruhr, Research Center One Health, Essen, Germany
| | - Georgina V Long
- Melanoma Institute Australia, The University of Sydney, Royal North Shore and Mater Hospitals, Sydney, NSW, Australia
| | - Ester Simeone
- Melanoma, Cancer Immunotherapy, and Development Therapeutics Unit, Istituto Nazionale Tumori IRCCS "Fondazione G. Pascale", Via Mariano Semmola, 53, 80131, Naples, Italy
| | - Paolo A Ascierto
- Melanoma, Cancer Immunotherapy, and Development Therapeutics Unit, Istituto Nazionale Tumori IRCCS "Fondazione G. Pascale", Via Mariano Semmola, 53, 80131, Naples, Italy.
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Wu X, Peng L, Luo H, Xu Z, Wang J, Gu H, Wang Y, Xiao Y, Zhang C, Xiang L. Adherence to diabetes risk reduction diet and the risk of head and neck cancer: a prospective study of 101,755 American adults. Front Nutr 2023; 10:1218632. [PMID: 37810918 PMCID: PMC10556244 DOI: 10.3389/fnut.2023.1218632] [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: 05/07/2023] [Accepted: 08/28/2023] [Indexed: 10/10/2023] Open
Abstract
Background Adherence to the diabetes risk reduction diet (DRRD) may potentially reduce the risk of developing head and neck cancer (HNC) as the diet includes fruits and limits red and processed meats, known risk factors for HNC. However, there is currently no epidemiological research to investigate this potential association. Methods The present study utilized data on demographics, lifestyles, medications, and diets of participants from the Prostate, Lung, Colorectal, and Ovarian (PLCO) Cancer Screening Trial to explore the potential association between adherence to DRRD and the risk of HNC. We used a DRRD score to evaluate adherence to the dietary pattern and employed Cox regression analysis to calculate hazard ratios (HRs) and 95% confidence intervals (CIs) for HNC risk. Several subgroup analyses were carried out to identify potential effect modifiers, and multiple sensitivity analyses were performed to evaluate the stability of the correlation. The nine components of the DRRD was assessed separately for its association with the risk of HNC. Results During a mean follow up of 8.84 years, 279 cases of HNC were observed. DDRD score was found to be inversely associated with the risk of HNC (HR Q4 vs. Q1: 0.582; 95% CI: 0.396, 0.856; p = 0.005 for trend) in a linear dose-response manner (p = 0.211 for non-linearity). Subgroup analysis indicated this inverse correlation was more pronounced among participants who had never smoked (HRQ4 vs. Q1: 0.193; 95% CI: 0.073, 0.511; p < 0.001 for trend) compared to current or former smokers (p = 0.044 for interaction). The primary association of DDRD and HNC risk remained robust after several sensitivity analyses. Regarding the individual components of DRRD, an inverse association was also observed between the risk of HNC and increased intake of cereal fiber and whole fruit (all p < 0.05 for trend). Conclusion Our findings provide evidence that following the DRRD pattern may reduce the risk of NHC, especially for non-smokers.
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Affiliation(s)
- Xia Wu
- Department of Health Management Centre, Chongqing General Hospital, Chongqing, China
| | - Linglong Peng
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Haoyun Luo
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Zhiquan Xu
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Jijian Wang
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Haitao Gu
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Yaxu Wang
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Yi Xiao
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Chaohua Zhang
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Ling Xiang
- Department of Clinical Nutrition, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
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Kim YG, Park J, Park EY, Kim SM, Lee SY. Analysis of MicroRNA Signature Differentially Expressed in Pancreatic Islet Cells Treated with Pancreatic Cancer-Derived Exosomes. Int J Mol Sci 2023; 24:14301. [PMID: 37762604 PMCID: PMC10532014 DOI: 10.3390/ijms241814301] [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: 08/29/2023] [Revised: 09/15/2023] [Accepted: 09/18/2023] [Indexed: 09/29/2023] Open
Abstract
Since the majority of patients with pancreatic cancer (PC) develop insulin resistance and/or diabetes mellitus (DM) prior to PC diagnosis, PC-induced diabetes mellitus (PC-DM) has been a focus for a potential platform for PC detection. In previous studies, the PC-derived exosomes were shown to contain the mediators of PC-DM. In the present study, the response of normal pancreatic islet cells to the PC-derived exosomes was investigated to determine the potential biomarkers for PC-DM, and consequently, for PC. Specifically, changes in microRNA (miRNA) expression were evaluated. The miRNA specimens were prepared from the untreated islet cells as well as the islet cells treated with the PC-derived exosomes (from 50 patients) and the healthy-derived exosomes (from 50 individuals). The specimens were subjected to next-generation sequencing and bioinformatic analysis to determine the differentially expressed miRNAs (DEmiRNAs) only in the specimens treated with the PC-derived exosomes. Consequently, 24 candidate miRNA markers, including IRS1-modulating miRNAs such as hsa-miR-144-5p, hsa-miR-3148, and hsa-miR-3133, were proposed. The proposed miRNAs showed relevance to DM and/or insulin resistance in a literature review and pathway analysis, indicating a potential association with PC-DM. Due to the novel approach used in this study, additional evidence from future studies could corroborate the value of the miRNA markers discovered.
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Affiliation(s)
- Young-gon Kim
- Department of Laboratory Medicine and Genetics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea; (Y.-g.K.); (S.-M.K.)
| | - Jisook Park
- Samsung Biomedical Research Institute, Samsung Medical Center, Seoul 06351, Republic of Korea; (J.P.); (E.Y.P.)
| | - Eun Young Park
- Samsung Biomedical Research Institute, Samsung Medical Center, Seoul 06351, Republic of Korea; (J.P.); (E.Y.P.)
| | - Sang-Mi Kim
- Department of Laboratory Medicine and Genetics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea; (Y.-g.K.); (S.-M.K.)
| | - Soo-Youn Lee
- Department of Laboratory Medicine and Genetics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea; (Y.-g.K.); (S.-M.K.)
- Department of Clinical Pharmacology and Therapeutics, Samsung Medical Center, Seoul 06351, Republic of Korea
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Kim K, Kim B, Kim H, Park HS, Ahn YB, Ko SH, Han K, Yun JS. The impact of diabetes status on total and site-specific cancer risk in the elderly population: A nationwide cohort study. Diabetes Res Clin Pract 2023; 203:110866. [PMID: 37536513 DOI: 10.1016/j.diabres.2023.110866] [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: 05/01/2023] [Revised: 07/13/2023] [Accepted: 07/31/2023] [Indexed: 08/05/2023]
Abstract
AIMS We aimed to evaluate the association of prediabetes, diabetes, and diabetes duration with risk of total and site-specific cancer in the Korean population aged 65 years and above. METHODS This study included 1,232,173 subjects aged ≥ 65 years who underwent a general health screening program. Diabetes status was categorized as normal glucose tolerance, impaired fasting glucose, new-onset diabetes, diabetes duration of < 5 years, and diabetes duration of ≥ 5 years. Cox proportional hazards models were used to investigate the association of diabetes status with cancer risk. RESULTS The risk of total cancer increased as diabetes status worsened, as did the risks of liver, biliary, and pancreatic cancer. Risks of liver, biliary, and pancreatic cancer were significantly higher in subjects aged 65-74 years than in those aged ≥ 75 years. The relationship of diabetes status with overall cancer incidence was found to significantly interact with sex. Among subjects with diabetes, the risks of liver and lung cancer were significantly higher in men than in women regardless of diabetes duration. CONCLUSIONS Diabetes status is associated with increased risk of cancer in the elderly. There are age and sex differences in the risk of total and site-specific cancers, including liver, biliary, and pancreatic cancer. This study highlights the importance of cancer screening for elderly subjects with diabetes.
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Affiliation(s)
- Kyuho Kim
- Division of Endocrinology and Metabolism, Department of Internal Medicine, St. Vincent's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Bongseong Kim
- Department of Statistics and Actuarial Science, Soongsil University, Seoul, Republic of Korea
| | - Hyunho Kim
- Division of Medical Oncology, Department of Internal Medicine, St. Vincent's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Hyung Soon Park
- Division of Medical Oncology, Department of Internal Medicine, St. Vincent's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Yu-Bae Ahn
- Division of Endocrinology and Metabolism, Department of Internal Medicine, St. Vincent's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Seung-Hyun Ko
- Division of Endocrinology and Metabolism, Department of Internal Medicine, St. Vincent's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Kyungdo Han
- Department of Statistics and Actuarial Science, Soongsil University, Seoul, Republic of Korea.
| | - Jae-Seung Yun
- Division of Endocrinology and Metabolism, Department of Internal Medicine, St. Vincent's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea.
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Hara Y, Mizukami H, Yamazaki K, Yamada T, Igawa A, Takeuchi Y, Sasaki T, Kushibiki H, Murakami K, Kudoh K, Ishido K, Hakamada K. Dual epigenetic changes in diabetes mellitus-associated pancreatic ductal adenocarcinoma correlate with downregulation of E-cadherin and worsened prognosis. J Pathol Clin Res 2023; 9:354-366. [PMID: 37246239 PMCID: PMC10397378 DOI: 10.1002/cjp2.326] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Revised: 04/02/2023] [Accepted: 05/04/2023] [Indexed: 05/30/2023]
Abstract
Diabetes mellitus (DM) is a risk factor for pancreatic ductal adenocarcinoma (PDAC) that promotes the promoter methylation of CDH1. It is still unclear whether DM can exert other epigenetic effects, such as altering microRNA (miR) expression, in PDAC. The expression of miR-100-5p is known to be changed in DM patients and can suppress the expression of E-cadherin. In this study, the correlation between DM status and dual epigenetic changes was evaluated in PDAC specimens from patients who underwent radical surgical resection. A total of 132 consecutive patients with PDAC were clinicopathologically evaluated. E-cadherin and nuclear β-catenin expression was measured using immunohistochemistry. DNA and miRs were extracted from the main tumor site on formalin-fixed paraffin-embedded tissue sections. TaqMan miR assays were applied to assess miR-100-5p expression. Bisulfite modification was conducted on the extracted DNA, which was then subjected to methylation-specific polymerase chain reaction. Immunohistochemistry revealed that decreased E-cadherin expression and increased nuclear β-catenin expression were significantly associated with DM and poor tumor cell differentiation. The presence of long-duration DM (≥3 years) was a significant factor contributing to CDH1 promoter methylation (p < 0.01), while miR-100-5p expression was proportionally correlated with the preoperative HbA1c level (R = 0.34, p < 0.01), but not the duration of DM. The subjects with high miR-100-5p expression and CDH1 promoter methylation showed the highest level of vessel invasion and prevalence of tumor size ≥30 mm. PDAC subjects with dual epigenetic changes showed poorer overall survival (OS) than those with a single epigenetic change. miR-100-5p expression ≥4.13 and CDH1 promoter methylation independently predicted poor OS and disease-free survival (DFS) in the multivariate analysis. OS and DFS worsened in DM subjects with both HbA1c ≥ 6.5% and DM duration ≥3 years. Thus, DM is associated with two modes of epigenetic change by independent mechanisms and worsens prognosis.
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Affiliation(s)
- Yutaro Hara
- Department of Pathology and Molecular MedicineHirosaki University Graduate School of MedicineHirosakiJapan
- Department of Gastroenterological SurgeryHirosaki University Graduate School of MedicineHirosakiJapan
| | - Hiroki Mizukami
- Department of Pathology and Molecular MedicineHirosaki University Graduate School of MedicineHirosakiJapan
| | - Keisuke Yamazaki
- Department of Pathology and Molecular MedicineHirosaki University Graduate School of MedicineHirosakiJapan
- Department of Gastroenterological SurgeryHirosaki University Graduate School of MedicineHirosakiJapan
| | - Takahiro Yamada
- Department of Pathology and Molecular MedicineHirosaki University Graduate School of MedicineHirosakiJapan
- Department of Gastroenterological SurgeryHirosaki University Graduate School of MedicineHirosakiJapan
| | - Akiko Igawa
- Department of Pathology and Molecular MedicineHirosaki University Graduate School of MedicineHirosakiJapan
- Department of Gastroenterological SurgeryHirosaki University Graduate School of MedicineHirosakiJapan
| | - Yuki Takeuchi
- Department of Pathology and Molecular MedicineHirosaki University Graduate School of MedicineHirosakiJapan
| | - Takanori Sasaki
- Department of Pathology and Molecular MedicineHirosaki University Graduate School of MedicineHirosakiJapan
| | - Hanae Kushibiki
- Department of Pathology and Molecular MedicineHirosaki University Graduate School of MedicineHirosakiJapan
| | - Kotaro Murakami
- Department of Pathology and Molecular MedicineHirosaki University Graduate School of MedicineHirosakiJapan
| | - Kazuhiro Kudoh
- Department of Pathology and Molecular MedicineHirosaki University Graduate School of MedicineHirosakiJapan
| | - Keinosuke Ishido
- Department of Gastroenterological SurgeryHirosaki University Graduate School of MedicineHirosakiJapan
| | - Kenichi Hakamada
- Department of Gastroenterological SurgeryHirosaki University Graduate School of MedicineHirosakiJapan
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Khalaf N, Kramer J, Liu Y, Abrams D, Singh H, El-Serag H, Kanwal F. Diabetes Status and Pancreatic Cancer Survival in the Nationwide Veterans Affairs Healthcare System. Dig Dis Sci 2023; 68:3634-3643. [PMID: 37474717 DOI: 10.1007/s10620-023-08035-8] [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: 02/13/2023] [Accepted: 07/03/2023] [Indexed: 07/22/2023]
Abstract
BACKGROUND Long-standing type 2 diabetes is a known risk factor for developing pancreatic cancer, however, its influence on cancer-associated outcomes is understudied. AIMS To examine the associations between diabetes status and pancreatic cancer outcomes. METHODS We identified patients diagnosed with pancreatic adenocarcinoma in the national Veterans Administration System from 2010 to 2018. We classified each patient by pre-cancer diagnosis diabetes status: no diabetes, new-onset diabetes (NOD) of ≤ 3 years duration, or long-standing diabetes of > 3 years duration. We used Cox proportional hazards models to examine the association between diabetes status and survival. We adjusted the models for age, race, sex, body mass index, tobacco, and alcohol use, coronary artery disease, hypertension, chronic kidney disease, year of cancer diagnosis, and cancer stage and treatment. RESULTS We identified 6342 patients diagnosed with pancreatic adenocarcinoma. Most had long-standing diabetes (45.7%) prior to their cancer diagnosis, 14.5% had NOD, and 39.8% had no diabetes. Patients with long-standing diabetes had 10% higher mortality risk compared to patients without diabetes after adjusting for sociodemographic factors and medical comorbidities (adjusted HR 1.10; 95% CI 1.03-1.16). This difference in mortality remained statistically significant after additionally adjusting for cancer stage and receipt of potentially curative treatment (adjusted HR 1.09; 95% CI 1.02-1.15). There was no significant difference in mortality between patients with NOD compared to those without diabetes. CONCLUSIONS Long-standing but not new-onset diabetes is independently associated with increased mortality among patients with pancreatic cancer. This information has implication for prognostication and risk stratification among pancreatic cancer patients.
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Affiliation(s)
- Natalia Khalaf
- Center for Innovations in Quality, Effectiveness, and Safety (IQuESt), Michael E. DeBakey Veterans Affairs Medical Center, Houston, TX, USA.
- Section of Gastroenterology and Hepatology, Department of Medicine, Baylor College of Medicine, Houston, TX, USA.
- Texas Medical Center Digestive Diseases Center, Houston, TX, USA.
- Michael E. DeBakey Veterans Affairs Medical Center, 2002 Holcombe Blvd. MS:111-D, Houston, TX, 77030, USA.
| | - Jennifer Kramer
- Center for Innovations in Quality, Effectiveness, and Safety (IQuESt), Michael E. DeBakey Veterans Affairs Medical Center, Houston, TX, USA
- Texas Medical Center Digestive Diseases Center, Houston, TX, USA
- Section of Health Services Research, Department of Medicine, Baylor College of Medicine, Houston, TX, USA
| | - Yan Liu
- Center for Innovations in Quality, Effectiveness, and Safety (IQuESt), Michael E. DeBakey Veterans Affairs Medical Center, Houston, TX, USA
- Section of Gastroenterology and Hepatology, Department of Medicine, Baylor College of Medicine, Houston, TX, USA
- Texas Medical Center Digestive Diseases Center, Houston, TX, USA
| | - Daniela Abrams
- Department of Gastroenterology and Hepatology, University of Texas Medical Branch, Galveston, TX, USA
| | - Hardeep Singh
- Center for Innovations in Quality, Effectiveness, and Safety (IQuESt), Michael E. DeBakey Veterans Affairs Medical Center, Houston, TX, USA
- Michael E. DeBakey Veterans Affairs Medical Center, 2002 Holcombe Blvd. MS:111-D, Houston, TX, 77030, USA
- Department of Medicine, Baylor College of Medicine, Houston, TX, USA
| | - Hashem El-Serag
- Center for Innovations in Quality, Effectiveness, and Safety (IQuESt), Michael E. DeBakey Veterans Affairs Medical Center, Houston, TX, USA
- Section of Gastroenterology and Hepatology, Department of Medicine, Baylor College of Medicine, Houston, TX, USA
- Texas Medical Center Digestive Diseases Center, Houston, TX, USA
- Department of Medicine, Baylor College of Medicine, Houston, TX, USA
| | - Fasiha Kanwal
- Center for Innovations in Quality, Effectiveness, and Safety (IQuESt), Michael E. DeBakey Veterans Affairs Medical Center, Houston, TX, USA
- Section of Gastroenterology and Hepatology, Department of Medicine, Baylor College of Medicine, Houston, TX, USA
- Texas Medical Center Digestive Diseases Center, Houston, TX, USA
- Michael E. DeBakey Veterans Affairs Medical Center, 2002 Holcombe Blvd. MS:111-D, Houston, TX, 77030, USA
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Singh M, Anvekar P, Baraskar B, Pallipamu N, Gadam S, Cherukuri ASS, Damani DN, Kulkarni K, Arunachalam SP. Prospective of Pancreatic Cancer Diagnosis Using Cardiac Sensing. J Imaging 2023; 9:149. [PMID: 37623681 PMCID: PMC10455647 DOI: 10.3390/jimaging9080149] [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: 06/14/2023] [Revised: 07/14/2023] [Accepted: 07/17/2023] [Indexed: 08/26/2023] Open
Abstract
Pancreatic carcinoma (Ca Pancreas) is the third leading cause of cancer-related deaths in the world. The malignancies of the pancreas can be diagnosed with the help of various imaging modalities. An endoscopic ultrasound with a tissue biopsy is so far considered to be the gold standard in terms of the detection of Ca Pancreas, especially for lesions <2 mm. However, other methods, like computed tomography (CT), ultrasound, and magnetic resonance imaging (MRI), are also conventionally used. Moreover, newer techniques, like proteomics, radiomics, metabolomics, and artificial intelligence (AI), are slowly being introduced for diagnosing pancreatic cancer. Regardless, it is still a challenge to diagnose pancreatic carcinoma non-invasively at an early stage due to its delayed presentation. Similarly, this also makes it difficult to demonstrate an association between Ca Pancreas and other vital organs of the body, such as the heart. A number of studies have proven a correlation between the heart and pancreatic cancer. The tumor of the pancreas affects the heart at the physiological, as well as the molecular, level. An overexpression of the SMAD4 gene; a disruption in biomolecules, such as IGF, MAPK, and ApoE; and increased CA19-9 markers are a few of the many factors that are noted to affect cardiovascular systems with pancreatic malignancies. A comprehensive review of this correlation will aid researchers in conducting studies to help establish a definite relation between the two organs and discover ways to use it for the early detection of Ca Pancreas.
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Affiliation(s)
- Mansunderbir Singh
- Department of Radiology, Mayo Clinic, Rochester, MN 55905, USA; (M.S.); (B.B.); (N.P.)
| | - Priyanka Anvekar
- Department of Medicine, Division of Infectious Diseases, Mayo Clinic, Rochester, MN 55905, USA;
| | - Bhavana Baraskar
- Department of Radiology, Mayo Clinic, Rochester, MN 55905, USA; (M.S.); (B.B.); (N.P.)
| | - Namratha Pallipamu
- Department of Radiology, Mayo Clinic, Rochester, MN 55905, USA; (M.S.); (B.B.); (N.P.)
| | - Srikanth Gadam
- Department of Radiology, Mayo Clinic, Rochester, MN 55905, USA; (M.S.); (B.B.); (N.P.)
| | - Akhila Sai Sree Cherukuri
- GIH Artificial Intelligence Laboratory (GAIL), Division of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA
- Microwave Engineering and Imaging Laboratory (MEIL), Division of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA
| | - Devanshi N. Damani
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN 55905, USA;
- Department of Internal Medicine, Texas Tech University Health Science Center, El Paso, TX 79995, USA
| | - Kanchan Kulkarni
- Centre de Recherche Cardio-Thoracique de Bordeaux, University of Bordeaux, INSERM, U1045, 33000 Bordeaux, France;
- IHU Liryc, Heart Rhythm Disease Institute, Fondation Bordeaux Université, 33600 Bordeaux, France
| | - Shivaram P. Arunachalam
- Department of Radiology, Mayo Clinic, Rochester, MN 55905, USA; (M.S.); (B.B.); (N.P.)
- GIH Artificial Intelligence Laboratory (GAIL), Division of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA
- Microwave Engineering and Imaging Laboratory (MEIL), Division of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA
- Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA
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46
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Garza-Campos A, Prieto-Correa JR, Domínguez-Rosales JA, Hernández-Nazará ZH. Implications of receptor for advanced glycation end products for progression from obesity to diabetes and from diabetes to cancer. World J Diabetes 2023; 14:977-994. [PMID: 37547586 PMCID: PMC10401444 DOI: 10.4239/wjd.v14.i7.977] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Revised: 01/31/2023] [Accepted: 04/17/2023] [Indexed: 07/12/2023] Open
Abstract
Obesity and type 2 diabetes mellitus (T2DM) are chronic pathologies with a high incidence worldwide. They share some pathological mechanisms, including hyperinsulinemia, the production and release of hormones, and hyperglycemia. The above, over time, affects other systems of the human body by causing tissue hypoxia, low-grade inflammation, and oxidative stress, which lay the pathophysiological groundwork for cancer. The leading causes of death globally are T2DM and cancer. Other main alterations of this pathological triad include the accumulation of advanced glycation end products and the release of endogenous alarmins due to cell death (i.e., damage-associated molecular patterns) such as the intracellular proteins high-mobility group box protein 1 and protein S100 that bind to the receptor for advanced glycation products (RAGE) - a multiligand receptor involved in inflammatory and metabolic and neoplastic processes. This review analyzes the latest advanced reports on the role of RAGE in the development of obesity, T2DM, and cancer, with an aim to understand the intracellular signaling mechanisms linked with cancer initiation. This review also explores inflammation, oxidative stress, hypoxia, cellular senescence, RAGE ligands, tumor microenvironment changes, and the “cancer hallmarks” of the leading tumors associated with T2DM. The assimilation of this information could aid in the development of diagnostic and therapeutic approaches to lower the morbidity and mortality associated with these diseases.
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Affiliation(s)
- Andrea Garza-Campos
- Programa de Doctorado en Ciencias en Biología Molecular en Medicina, Universidad de Guadalajara, Guadalajara 44340, Jalisco, Mexico
- Departamento de Biología Molecular y Genómica, Instituto de Investigación en Enfermedades Crónico-Degenerativas, Universidad de Guadalajara, Guadalajara 44340, Jalisco, Mexico
| | - José Roberto Prieto-Correa
- Programa de Doctorado en Ciencias en Biología Molecular en Medicina, Universidad de Guadalajara, Guadalajara 44340, Jalisco, Mexico
- Departamento de Biología Molecular y Genómica, Instituto de Investigación en Enfermedades Crónico-Degenerativas, Universidad de Guadalajara, Guadalajara 44340, Jalisco, Mexico
| | - José Alfredo Domínguez-Rosales
- Departamento de Biología Molecular y Genómica, Instituto de Investigación en Enfermedades Crónico-Degenerativas, Universidad de Guadalajara, Guadalajara 44340, Jalisco, Mexico
| | - Zamira Helena Hernández-Nazará
- Departamento de Biología Molecular y Genómica, Instituto de Investigación en Enfermedades Crónico-Degenerativas, Universidad de Guadalajara, Guadalajara 44340, Jalisco, Mexico
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47
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Kanbour S, Yenokyan G, Abusamaan M, Laheru D, Alam A, El Asmar ML, Virk Z, Hardenbergh D, Mathioudakis N. Association of Long-Term, New-Onset, and Postsurgical Diabetes With Survival in Patients With Resectable Pancreatic Cancer: A Retrospective Cohort Study. Pancreas 2023; 52:e309-e314. [PMID: 37890159 PMCID: PMC11913223 DOI: 10.1097/mpa.0000000000002257] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/29/2023]
Abstract
BACKGROUND Pancreatic ductal adenocarcinoma (PDAC) has a poor prognosis. Identifying modifiable risk factors, such as diabetes, is crucial. In the context of PDAC diagnosis, diabetes manifests as long-term (LTD), new-onset (NOD), or postsurgical (PSD) phenotypes. The link between these diabetes phenotypes and PDAC survival is debated. MATERIALS AND METHODS We performed a retrospective study on patients with resectable PDAC who underwent pancreatectomy at Johns Hopkins Hospital from 2003 to 2017. We utilized the National Death Index and electronic medical records to determine vital status. We categorized diabetes as LTD, NOD, or PSD based on the timing of diagnosis relative to pancreatic resection. Using multivariable Cox models, we assessed hazard ratios (HRs) for survival times associated with each phenotype, considering known PDAC prognostic factors. RESULTS Of 1556 patients, the 5-year survival was 19% (95% CI, 17-21). No significant survival differences were observed between diabetes phenotypes and non-diabetic patients. NOD and PSD presented nonsignificant increased risks of death (aHR: 1.14 [95% CI, 0.8-1.19] and 1.05 [95% CI, 0.89-1.25], respectively). LTD showed no survival difference (aHR, 0.98; 95% CI, 0.99-1.31). CONCLUSIONS No link was found between diabetes phenotypes and survival in resectable PDAC patients. Comprehensive prospective studies are required to validate these results.
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Affiliation(s)
- Sarah Kanbour
- From the Division of Endocrinology, Diabetes, and Metabolism
| | - Gayane Yenokyan
- Johns Hopkins Biostatistics Center, Department of Biostatistics
| | | | - Daniel Laheru
- Sidney Kimmel Comprehensive Cancer Center, Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Ayman Alam
- From the Division of Endocrinology, Diabetes, and Metabolism
| | | | - Zunaira Virk
- From the Division of Endocrinology, Diabetes, and Metabolism
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48
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Haan D, Bergamaschi A, Friedl V, Guler GD, Ning Y, Reggiardo R, Kesling M, Collins M, Gibb B, Hazen K, Bates S, Antoine M, Fraire C, Lopez V, Malta R, Nabiyouni M, Nguyen A, Phillips T, Riviere M, Leighton A, Ellison C, McCarthy E, Scott A, Gigliotti L, Nilson E, Sheard J, Peters M, Bethel K, Chowdhury S, Volkmuth W, Levy S. Epigenomic Blood-Based Early Detection of Pancreatic Cancer Employing Cell-Free DNA. Clin Gastroenterol Hepatol 2023; 21:1802-1809.e6. [PMID: 36967102 DOI: 10.1016/j.cgh.2023.03.016] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 03/05/2023] [Accepted: 03/16/2023] [Indexed: 04/25/2023]
Abstract
BACKGROUND & AIMS Early detection of pancreatic cancer (PaC) can drastically improve survival rates. Approximately 25% of subjects with PaC have type 2 diabetes diagnosed within 3 years prior to the PaC diagnosis, suggesting that subjects with type 2 diabetes are at high risk of occult PaC. We have developed an early-detection PaC test, based on changes in 5-hydroxymethylcytosine (5hmC) signals in cell-free DNA from plasma. METHODS Blood was collected from 132 subjects with PaC and 528 noncancer subjects to generate epigenomic and genomic feature sets yielding a predictive PaC signal algorithm. The algorithm was validated in a blinded cohort composed of 102 subjects with PaC, 2048 noncancer subjects, and 1524 subjects with non-PaCs. RESULTS 5hmC differential profiling and additional genomic features enabled the development of a machine learning algorithm capable of distinguishing subjects with PaC from noncancer subjects with high specificity and sensitivity. The algorithm was validated with a sensitivity for early-stage (stage I/II) PaC of 68.3% (95% confidence interval [CI], 51.9%-81.9%) and an overall specificity of 96.9% (95% CI, 96.1%-97.7%). CONCLUSIONS The PaC detection test showed robust early-stage detection of PaC signal in the studied cohorts with varying type 2 diabetes status. This assay merits further clinical validation for the early detection of PaC in high-risk individuals.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Bill Gibb
- ClearNote Health, San Mateo, California
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49
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White MJ, Sheka AC, LaRocca CJ, Irey RL, Ma S, Wirth KM, Benner A, Denbo JW, Jensen EH, Ankeny JS, Ikramuddin S, Tuttle TM, Hui JYC, Marmor S. The association of new-onset diabetes with subsequent diagnosis of pancreatic cancer-novel use of a large administrative database. J Public Health (Oxf) 2023; 45:e266-e274. [PMID: 36321614 PMCID: PMC10273390 DOI: 10.1093/pubmed/fdac118] [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: 04/22/2022] [Revised: 09/05/2022] [Accepted: 09/26/2022] [Indexed: 11/03/2023] Open
Abstract
BACKGROUND Screening options for pancreatic ductal adenocarcinoma (PDAC) are limited. New-onset type 2 diabetes (NoD) is associated with subsequent diagnosis of PDAC in observational studies and may afford an opportunity for PDAC screening. We evaluated this association using a large administrative database. METHODS Patients were identified using claims data from the OptumLabs® Data Warehouse. Adult patients with NoD diagnosis were matched 1:3 with patients without NoD using age, sex and chronic obstructive pulmonary disease (COPD) status. The event of PDAC diagnosis was compared between cohorts using the Kaplan-Meier method. Factors associated with PDAC diagnosis were evaluated with Cox's proportional hazards modeling. RESULTS We identified 640 421 patients with NoD and included 1 921 263 controls. At 3 years, significantly more PDAC events were identified in the NoD group vs control group (579 vs 505; P < 0.001). When controlling for patient factors, NoD was significantly associated with elevated risk of PDAC (HR 3.474, 95% CI 3.082-3.920, P < 0.001). Other factors significantly associated with PDAC diagnosis were increasing age, increasing age among Black patients, and COPD diagnosis (P ≤ 0.05). CONCLUSIONS NoD was independently associated with subsequent diagnosis of PDAC within 3 years. Future studies should evaluate the feasibility and benefit of PDAC screening in patients with NoD.
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Affiliation(s)
- M J White
- Department of Surgery, University of Minnesota, Minneapolis MN, 55455 USA
| | - A C Sheka
- Department of Surgery, University of Minnesota, Minneapolis MN, 55455 USA
- OptumLabs® Visiting Fellow, Eden Prairie, MN, USA Institute for Health Informatics, University of Minnesota, Minneapolis MN, 55455 USA
| | - C J LaRocca
- Department of Surgery, University of Minnesota, Minneapolis MN, 55455 USA
- Masonic Cancer Center, University of Minnesota, Minneapolis MN 55455, USA
| | - R L Irey
- Clinical and Translational Science Institute, University of Minnesota, Minneapolis MN, 55455 USA
| | - S Ma
- Clinical and Translational Science Institute, University of Minnesota, Minneapolis MN, 55455 USA
| | - K M Wirth
- Department of Surgery, University of Minnesota, Minneapolis MN, 55455 USA
- OptumLabs® Visiting Fellow, Eden Prairie, MN, USA Institute for Health Informatics, University of Minnesota, Minneapolis MN, 55455 USA
| | - A Benner
- Clinical and Translational Science Institute, University of Minnesota, Minneapolis MN, 55455 USA
| | - J W Denbo
- Department of Gastrointestinal Oncology, Moffitt Cancer Center, Tampa FL 33612 USA
| | - E H Jensen
- Department of Surgery, University of Minnesota, Minneapolis MN, 55455 USA
- Masonic Cancer Center, University of Minnesota, Minneapolis MN 55455, USA
| | - J S Ankeny
- Department of Surgery, University of Minnesota, Minneapolis MN, 55455 USA
- Masonic Cancer Center, University of Minnesota, Minneapolis MN 55455, USA
| | - S Ikramuddin
- Department of Surgery, University of Minnesota, Minneapolis MN, 55455 USA
- OptumLabs® Visiting Fellow, Eden Prairie, MN, USA Institute for Health Informatics, University of Minnesota, Minneapolis MN, 55455 USA
| | - T M Tuttle
- Department of Surgery, University of Minnesota, Minneapolis MN, 55455 USA
- Masonic Cancer Center, University of Minnesota, Minneapolis MN 55455, USA
| | - J Y C Hui
- Department of Surgery, University of Minnesota, Minneapolis MN, 55455 USA
- Masonic Cancer Center, University of Minnesota, Minneapolis MN 55455, USA
| | - S Marmor
- Department of Surgery, University of Minnesota, Minneapolis MN, 55455 USA
- Masonic Cancer Center, University of Minnesota, Minneapolis MN 55455, USA
- Clinical and Translational Science Institute, University of Minnesota, Minneapolis MN, 55455 USA
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50
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Dabral S, Khan IA, Pant T, Khan S, Prakash P, Parvez S, Saha N. Deciphering the Precise Target for Saroglitazar Associated Antiangiogenic Effect: A Computational Synergistic Approach. ACS OMEGA 2023; 8:14985-15002. [PMID: 37151537 PMCID: PMC10157850 DOI: 10.1021/acsomega.2c07570] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/26/2022] [Accepted: 02/13/2023] [Indexed: 05/09/2023]
Abstract
Antidiabetic drugs that have a secondary pharmacological effect on angiogenesis inhibition may help diabetic patients delay or avoid comorbidities caused by angiogenesis including malignancies. In recent studies, saroglitazar has exhibited antiangiogenic effects in diabetic retinopathy. The current study investigates the antiangiogenic effects of saroglitazar utilizing the chicken chorioallantoic membrane (CAM) assay and then identifies its precise mode of action on system-level protein networks. To determine the regulatory effect of saroglitazar on the protein-protein interaction network (PIN), 104 target genes were retrieved and tested using an acid server and Swiss target prediction tools. A string-based interactome was created and analyzed using Cytoscape. It was determined that the constructed network was scale-free, making it biologically relevant. Upon topological analysis of the network, 37 targets were screened on the basis of centrality values. Submodularization of the interactome resulted in the formation of four clusters. A total of 20 common targets identified in topological analysis and modular analysis were filtered. A total of 20 targets were compiled and were integrated into the pathway enrichment analysis using ShinyGO. The majority of hub genes were associated with cancer and PI3-AKT signaling pathways. Molecular docking was utilized to reveal the most potent target, which was validated by using molecular dynamic simulations and immunohistochemical staining on the chicken CAM. The comprehensive study offers an alternate research paradigm for the investigation of antiangiogenic effects using CAM assays. This was followed by the identification of the precise off-target use of saroglitazar using system biology and network pharmacology to inhibit angiogenesis.
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Affiliation(s)
- Swarna Dabral
- Department
of Pharmacology, School of Pharmaceutical Education and Research, Jamia Hamdard, New Delhi 110062, India
| | - Imran Ahmd Khan
- Department
of Chemistry, School of Chemical and Life Science, Jamia Hamdard, New Delhi 110062, India
| | - Tarun Pant
- Department
of Medicine, Medical College of Wisconsin, 8701 Watertown Plank Road, Milwaukee, Wisconsin 53226, United States
| | - Sabina Khan
- Department
of Pathology, Hamdard Institute of Medical Sciences and Research, Jamia Hamdard, New Delhi 110062, India
| | - Prem Prakash
- Protein
Assembly Laboratory, JH-Institute of Molecular Medicine, Jamia Hamdard University, New Delhi 110062, India
| | - Suhel Parvez
- Department
of Medical Elementology and Toxicology, School of Chemical and Life
Science, Jamia Hamdard University, New Delhi 110062, India
| | - Nilanjan Saha
- Centre
for Translational and Clinical Research, School of Chemical and Life
Science, Jamia Hamdard UniversityNew Delhi 110062, India
- . Phone: 9873013366
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