1
|
Li D, Ho V, Teng CF, Tsai HW, Liu Y, Bae S, Ajoyan H, Wettengel JM, Protzer U, Gloss BS, Rockett RJ, Al Asady R, Li J, So S, George J, Douglas MW, Tu T. Novel digital droplet inverse PCR assay shows that natural clearance of hepatitis B infection is associated with fewer viral integrations. Emerg Microbes Infect 2025; 14:2450025. [PMID: 39749570 PMCID: PMC11731057 DOI: 10.1080/22221751.2025.2450025] [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: 10/09/2024] [Revised: 12/30/2024] [Accepted: 01/01/2025] [Indexed: 01/04/2025]
Abstract
Hepatitis B virus (HBV) DNA integration into the host cell genome is reportedly a major cause of liver cancer, and a source of hepatitis B surface antigen (HBsAg). High HBsAg levels can alter immune responses which therefore contributes to the progression of HBV-related disease. However, to what extent integration leads to the persistent circulating HBsAg is unclear. Here, we aimed to determine if the extent of HBV DNA integration is associated with the persistence of circulating HBsAg in people exposed to HBV. We established a digital droplet quantitative inverse PCR (dd-qinvPCR) method to quantify integrated HBV DNA in patients who had been exposed to HBV (anti-HBc positive and HBeAg-negative). Total DNA extracts from both liver resections (n = 32; 14 HBsAg-negative and 18 HBsAg-positive) and fine-needle aspirates (FNA, n = 10; 2 HBsAg-negative and 8 HBsAg-positive) were analysed. Using defined in vitro samples for assay establishment, we showed that dd-qinvPCR could detect integrations within an input of <80 cells. The frequency of integrated HBV DNA in those who had undergone HBsAg loss (n = 14, mean ± SD of 1.514 × 10-3 ± 1.839 × 10-3 integrations per cell) was on average 9-fold lower than those with active HBV infection (n = 18, 1.16 × 10-2 ± 1.76 × 10-2 integrations per cell; p = 0.0179). In conclusion, we have developed and validated a highly precise, sensitive and quantitative PCR-based method for the quantification of HBV integrations in clinical samples. Natural clearance of HBV is associated with fewer viral integrations. Future studies are needed to determine if dynamics of integrated HBV DNA can inform the development of curative therapies.
Collapse
Affiliation(s)
- Dong Li
- Storr Liver Centre, The Westmead Institute for Medical Research, Westmead Hospital and The University of Sydney, Westmead, NSW, Australia
| | - Vikki Ho
- Storr Liver Centre, The Westmead Institute for Medical Research, Westmead Hospital and The University of Sydney, Westmead, NSW, Australia
| | - Chiao-Fang Teng
- Graduate Institute of Biomedical Sciences, China Medical University, Taichung, Taiwan
- Program for Cancer Biology and Drug Discovery, China Medical University, Taichung, Taiwan
- Organ Transplantation Center, China Medical University Hospital, Taichung, Taiwan
| | - Hung-Wen Tsai
- Department of Pathology, National Cheng Kung University Hospital, Tainan, Taiwan
| | - Yuanyuan Liu
- Storr Liver Centre, The Westmead Institute for Medical Research, Westmead Hospital and The University of Sydney, Westmead, NSW, Australia
| | - Sarah Bae
- Storr Liver Centre, The Westmead Institute for Medical Research, Westmead Hospital and The University of Sydney, Westmead, NSW, Australia
| | - Harout Ajoyan
- Storr Liver Centre, The Westmead Institute for Medical Research, Westmead Hospital and The University of Sydney, Westmead, NSW, Australia
| | - Jochen M. Wettengel
- Institute of Virology, Technische Universität München/Helmholtz Zentrum München, Munich, Germany
- German Center for Infection Research (DZIF), Munich Partner Site, Munich, Germany
| | - Ulrike Protzer
- Institute of Virology, Technische Universität München/Helmholtz Zentrum München, Munich, Germany
- German Center for Infection Research (DZIF), Munich Partner Site, Munich, Germany
| | - Brian S. Gloss
- Scientific Platforms, The Westmead Institute for Medical Research, The University of Sydney, Westmead, NSW, Australia
| | - Rebecca J. Rockett
- Centre for Infectious Diseases and Microbiology–Public Health, Westmead Hospital, Westmead, NSW, Australia
| | - Rafid Al Asady
- Department of Radiology, Westmead Hospital, Westmead, NSW, Australia
| | - Jane Li
- Department of Radiology, Westmead Hospital, Westmead, NSW, Australia
| | - Simon So
- Department of Radiology, Westmead Hospital, Westmead, NSW, Australia
| | - Jacob George
- Storr Liver Centre, The Westmead Institute for Medical Research, Westmead Hospital and The University of Sydney, Westmead, NSW, Australia
| | - Mark W. Douglas
- Storr Liver Centre, The Westmead Institute for Medical Research, Westmead Hospital and The University of Sydney, Westmead, NSW, Australia
| | - Thomas Tu
- Storr Liver Centre, The Westmead Institute for Medical Research, Westmead Hospital and The University of Sydney, Westmead, NSW, Australia
| |
Collapse
|
2
|
Vergis N, Patel V, Bogdanowicz K, Czyzewska-Khan J, Keshinro R, Fiorentino F, Day E, Middleton P, Atkinson S, Tranah T, Cross M, Babalis D, Foster N, Lord E, Quaglia A, Lloyd J, Goldin R, Rosenberg W, Parker R, Richardson P, Masson S, Whitehouse G, Sieberhagan C, Patch D, Naoumov N, Dhanda A, Forrest E, Thursz M. IL-1 Signal Inhibition in Alcohol-Related Hepatitis: A Randomized, Double-Blind, Placebo-Controlled Trial of Canakinumab. Clin Gastroenterol Hepatol 2025; 23:797-807.e5. [PMID: 39181422 DOI: 10.1016/j.cgh.2024.07.025] [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: 12/14/2023] [Revised: 06/18/2024] [Accepted: 07/05/2024] [Indexed: 08/27/2024]
Abstract
BACKGROUND AND AIMS Short-term mortality in alcohol-related hepatitis (AH) is high, and no current therapy results in durable benefit. A role for interleukin (IL)-1β has been demonstrated in the pathogenesis of alcohol-induced steatohepatitis. This study explored the safety and efficacy of canakinumab (CAN), a monoclonal antibody targeting IL-1β, in the treatment of patients with AH. METHODS Participants with biopsy-confirmed AH and discriminant function ≥32 but Model for End-Stage Liver Disease ≤27 were randomly allocated 1:1 to receive either CAN 3 mg/kg or placebo (PBO). Liver biopsies were taken before and 28 days after treatment. The primary endpoint was the overall histological improvement in inflammation analyzed by the modified intention-to-treat principle. RESULTS Fifty-seven participants were randomized: 29 to CAN and 28 to PBO. Two participants had histology that did not corroborate the clinical diagnosis. Of the remaining 55 participants, paired histology data were evaluable from 48 participants. In CAN-treated participants, 14 (58%) of 24 demonstrated histological improvement compared with 10 (42%) of 24 in the PBO group (P = .25). There was no improvement in prognostic scores of liver function. Four (7%) of the 55 participants died within 90 days, 2 in each group. The number of serious adverse events was similar between CAN vs PBO. In post hoc exploratory analyses after adjustment for baseline prognostic factors, CAN therapy was associated with overall histological improvement (P = .04). CONCLUSIONS CAN therapy in severe AH participants with Model for End-Stage Liver Disease ≤27 did not alter biochemical or clinical outcomes compared with PBO. Nonsignificant histological improvements did not translate into clinical benefit. EudraCT, Number: 2017-003724-79; ClinicalTrials.gov, Number: NCT03775109.
Collapse
Affiliation(s)
- Nikhil Vergis
- Division of Digestive Diseases, Imperial College London, London, United Kingdom
| | - Vishal Patel
- Institute of Liver Studies, King's College Hospital NHS Foundation Trust, London, United Kingdom; Roger Williams Institute of Hepatology London, Foundation for Liver Research, London, United Kingdom; Roger Williams Institute of Liver Studies, School of Immunology and Microbial Sciences, Faculty of Life Sciences and Medicine, King's College London, London, United Kingdom
| | - Karolina Bogdanowicz
- Imperial College Clinical Trials Unit, Faculty of Medicine, Imperial College Lon London, United Kingdom
| | - Justyna Czyzewska-Khan
- Imperial College Clinical Trials Unit, Faculty of Medicine, Imperial College Lon London, United Kingdom
| | - Rosemary Keshinro
- Imperial College Clinical Trials Unit, Faculty of Medicine, Imperial College Lon London, United Kingdom
| | - Francesca Fiorentino
- Imperial College Clinical Trials Unit, Faculty of Medicine, Imperial College Lon London, United Kingdom; Nightingale-Saunders Clinical Trials and Epidemiology Unit, King's Clinical Trials Unit, King's College London, United Kingdom
| | - Emily Day
- Imperial College Clinical Trials Unit, Faculty of Medicine, Imperial College Lon London, United Kingdom
| | - Paul Middleton
- Division of Digestive Diseases, Imperial College London, London, United Kingdom
| | - Stephen Atkinson
- Division of Digestive Diseases, Imperial College London, London, United Kingdom
| | - Thomas Tranah
- Institute of Liver Studies, King's College Hospital NHS Foundation Trust, London, United Kingdom; Roger Williams Institute of Liver Studies, School of Immunology and Microbial Sciences, Faculty of Life Sciences and Medicine, King's College London, London, United Kingdom
| | - Mary Cross
- Imperial College Clinical Trials Unit, Faculty of Medicine, Imperial College Lon London, United Kingdom
| | - Daphne Babalis
- Imperial College Clinical Trials Unit, Faculty of Medicine, Imperial College Lon London, United Kingdom
| | - Neil Foster
- Patient partner, Department of Metabolism, Digestion & Reproduction, Imperial College, London
| | - Emma Lord
- Division of Digestive Diseases, Imperial College London, London, United Kingdom
| | - Alberto Quaglia
- Department of Cellular Pathology, UCL Cancer Institute, Royal Free Hospital, London, United Kingdom
| | - Josephine Lloyd
- North West London Pathology, Charing Cross Hospital, London, United Kingdom
| | - Robert Goldin
- Division of Digestive Diseases, Imperial College London, London, United Kingdom
| | - William Rosenberg
- Institute for Liver and Digestive Health, Royal Free Hospital, London, United Kingdom
| | - Richard Parker
- Leeds Liver Unit, St James' Hospital, Leeds, United Kingdom
| | - Paul Richardson
- Hepatology Department, Liverpool University Hospitals NHS Trust, Liverpool, United Kingdom
| | - Steven Masson
- Translational and Clinical Research Unit, Faculty of Medical Sciences, Newcastle University Medical School, Newcastle upon Tyne, United Kingdom
| | - Gavin Whitehouse
- Gastroenterology Department, Chelsea and Westminster Hospital NHS Foundation Trust, London, United Kingdom
| | - Cyril Sieberhagan
- Hepatology Department, Liverpool University Hospitals NHS Trust, Liverpool, United Kingdom
| | - David Patch
- Institute for Liver and Digestive Health, Royal Free Hospital, London, United Kingdom
| | | | - Ashwin Dhanda
- Hepatology Research Group, Faculty of Health, University of Plymouth, Plymouth, United Kingdom
| | - Ewan Forrest
- Department of Gastroenterology, Glasgow Royal Infirmary, University of Glasgow, Glasgow, United Kingdom
| | - Mark Thursz
- Division of Digestive Diseases, Imperial College London, London, United Kingdom.
| |
Collapse
|
3
|
Ding D, Jia G, Cui L, Liu Y, Wang X, Sun R, Deng J, Guo G, Shang Y, Han Y. The prognostic value of anti-gp210 and anti-centromere antibodies in patients with primary biliary cholangitis: Enhancing the prognostic utility on the GLOBE scoring system. Dig Liver Dis 2025; 57:861-868. [PMID: 39809678 DOI: 10.1016/j.dld.2024.12.024] [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: 08/19/2024] [Revised: 12/22/2024] [Accepted: 12/24/2024] [Indexed: 01/16/2025]
Abstract
BACKGROUND Positivity for anti-gp210 and anti-centromeric antibodies (ACA) in patients with primary biliary cholangitis (PBC) have been associated with the progression of liver failure and portal hypertension (PH), respectively. The value of combining risk autoantibody assessments with prognostic scoring systems in improving risk assessment in patients with PBC remains unclear. AIMS To investigate the prognostic significance of various combinations of anti-gp210 and ACA statuses and their enhancing the prognostic utility on the GLOBE scoring system. METHODS Stepwise Cox regression was used to estimate the relationship between anti-gp210 antibodies or ACA and liver transplant (LT)-free survival. The GLOBE scoring system was used to stratify the patients. RESULTS A total of 1412 patients with confirmed PBC were included in the study. The anti-gp210+ status was a significant risk factor for LT/liver-related death, whereas the ACA+ status was a significant risk factor for variceal bleeding (P = 0.002 and 0.007, respectively). The anti-gp210 + ACA + status was a risk indicator for the entire cohort independent of the GLOBE score (P = 0.001, hazard ratio [HR]: 2.649, 95 % confidence interval [CI]: 1.492-4.703) and liver stiffness measurements (LSM; P = 0.039, HR: 4.969, 95 % CI: 1.088-22.692). A significant difference was observed in the area under the receiver operating characteristic curve between the fitted scoring model (consisting of the GLOBE score, anti-gp210 + ACA+ status, and albumin level) and the GLOBE scoring system alone (P = 0.034). When enrolled patients were classified as high-, medium-, and low-risk by the GLOBE scoring system (1.8 and 0.5), the anti-gp210 + ACA+ status was associated with a 1.6- and 3.3-fold higher 5-year incidence of LT/liver-related death in the high- and medium-risk groups, respectively, in comparison with the anti-gp210 + ACA- cases. The anti-gp210 + ACA+ status was also a risk indicator for the presentation of the hepatic failure phenotype in comparison with the anti-gp210- status (P = 0.007, odds ratio [OR]: 6.419, 95 % CI: 1.645-25.042), and the presentation of PH phenotype in comparison with the anti-ACA- status (OR: 3.473, 95 % CI: 1.328-9.018, P = 0.011). CONCLUSION The anti-gp210 + ACA+ status was an independent prognostic marker that could predict a poor prognosis in patients with PBC at diagnosis and may further optimise risk stratification in combination with the GLOBE scoring system.
Collapse
Affiliation(s)
- Dawei Ding
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers, National Clinical Research Center for Digestive Diseases, Xijing Hospital, The Air Force Military Medical University, Xi'an, 710032, Shaanxi, China
| | - Gui Jia
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers, National Clinical Research Center for Digestive Diseases, Xijing Hospital, The Air Force Military Medical University, Xi'an, 710032, Shaanxi, China
| | - Lina Cui
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers, National Clinical Research Center for Digestive Diseases, Xijing Hospital, The Air Force Military Medical University, Xi'an, 710032, Shaanxi, China
| | - Yansheng Liu
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers, National Clinical Research Center for Digestive Diseases, Xijing Hospital, The Air Force Military Medical University, Xi'an, 710032, Shaanxi, China
| | - Xiufang Wang
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers, National Clinical Research Center for Digestive Diseases, Xijing Hospital, The Air Force Military Medical University, Xi'an, 710032, Shaanxi, China
| | - Ruiqing Sun
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers, National Clinical Research Center for Digestive Diseases, Xijing Hospital, The Air Force Military Medical University, Xi'an, 710032, Shaanxi, China
| | - Juan Deng
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers, National Clinical Research Center for Digestive Diseases, Xijing Hospital, The Air Force Military Medical University, Xi'an, 710032, Shaanxi, China
| | - Guanya Guo
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers, National Clinical Research Center for Digestive Diseases, Xijing Hospital, The Air Force Military Medical University, Xi'an, 710032, Shaanxi, China.
| | - Yulong Shang
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers, National Clinical Research Center for Digestive Diseases, Xijing Hospital, The Air Force Military Medical University, Xi'an, 710032, Shaanxi, China.
| | - Ying Han
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers, National Clinical Research Center for Digestive Diseases, Xijing Hospital, The Air Force Military Medical University, Xi'an, 710032, Shaanxi, China.
| |
Collapse
|
4
|
Yan P, Yu X, Chen Z, Lan L, Kang J, Zhao B, Liu D. Assessing the consistency of FIB-4, APRI, and GPR in evaluating significant liver fibrosis and cirrhosis in COVID-19 patients with concurrent liver diseases. BMC Gastroenterol 2025; 25:191. [PMID: 40114058 PMCID: PMC11927168 DOI: 10.1186/s12876-025-03770-w] [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: 12/30/2024] [Accepted: 03/07/2025] [Indexed: 03/22/2025] Open
Abstract
OBJECTIVE This study investigated the consistency of the FIB-4, APRI, and GPR indices in assessing significant liver fibrosis and cirrhosis in patients with Coronavirus Disease 2019(COVID-19) who also suffer from various liver diseases, providing references for the clinical selection and application for non-invasive assessment methods. METHODS The study evaluated 744 COVID-19 patients with coexisting liver diseases: 508 cases with non-alcoholic fatty liver disease (NAFLD), 158 cases with chronic hepatitis B (CHB), and 78 cases with a combination of both ailments. FIB-4, APRI, and GPR were employed to assess significant liver fibrosis and cirrhosis. Concordance among the methods was determined using Kappa analysis, and receiver operating characteristic (ROC) curves helped identify the optimal cutoff values for each index. RESULTS For COVID-19 patients with NAFLD, Kappa values for significant liver fibrosis were 0.81, 0.90, 0.80, and 0.79, and for cirrhosis, they were 0.88, 0.97,0.88, and 0.88, respectively (all p < 0.05). Among those with CHB, Kappa values were 0.81, 0.81, 0.83, and 0.75 for fibrosis, and0.87, 0.91, 0.88, and 0.92 for cirrhosis (all p < 0.05). In patients with coexisting liver diseases, the values were 0.87, 0.86, 0.86, and 0.78 for fibrosis, and 0.67, 0.69, 0.54, and 0.81for cirrhosis (all p < 0.05). Linear trend analysis revealed significant relationships between FIB-4 values, APRI values, GPR values, and the severity of COVID-19 (χ2 trend: 15.205,35.114, and 13.973, respectively, all p < 0.001), between FIB-4 values and APRI values and the coronavirus negative conversion time (all p < 0.05) in COVID-19 with NAFLD, and between FIB-4 values and GPR values and the coronavirus negative conversion time in patients with COVID-19 with CHB(all p < 0.05). CONCLUSION Using the current cutoff values, the non-invasive assessments demonstrated almost perfect consistency in evaluating significant liver fibrosis and cirrhosis in COVID-19 patients with liver diseases, though FIB-4 and GPR showed moderate consistency in cirrhosis evaluation in patients with coexisting liver conditions. Moreover, it also indicated that increased liver fibrosis correlates with more severe COVID-19 and prolonged coronavirus negative conversion time.
Collapse
Affiliation(s)
- Pan Yan
- School of Public Health, Chengdu Medical College, Chengdu, Sichuan Province, 610500, China
| | - Xiaoping Yu
- School of Preclinical Medicine, Chengdu University, Chengdu, Sichuan Province, 610106, China
| | - Zhu Chen
- Department of Drug Clinical Trial Center, Public Health Clinical Centre of Chengdu, Chengdu, Sichuan Province, 610060, China
| | - Lijuan Lan
- The First Ward of Internal Medicine, Public Health Clinical Centre of Chengdu, Chengdu, Sichuan Province, 610060, China
| | - Jun Kang
- The First Ward of Internal Medicine, Public Health Clinical Centre of Chengdu, Chengdu, Sichuan Province, 610060, China
| | - Bennan Zhao
- The First Ward of Internal Medicine, Public Health Clinical Centre of Chengdu, Chengdu, Sichuan Province, 610060, China
| | - Dafeng Liu
- The First Ward of Internal Medicine, Public Health Clinical Centre of Chengdu, Chengdu, Sichuan Province, 610060, China.
- , No.377 Jingming Road, Jinjiang District, Chengdu City, Sichuan Province Chengdu, 610060, China.
| |
Collapse
|
5
|
Brush M, Auh S, Cochran E, Tuska R, Koh C, Kleiner DE, Lightbourne M, Brown RJ. Effects of Metreleptin in Patients With Generalized Lipodystrophy Before vs After the Onset of Severe Metabolic Disease. J Clin Endocrinol Metab 2025; 110:e1051-e1061. [PMID: 38757950 PMCID: PMC11913101 DOI: 10.1210/clinem/dgae335] [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: 02/22/2024] [Revised: 04/26/2024] [Accepted: 05/13/2024] [Indexed: 05/18/2024]
Abstract
CONTEXT Leptin replacement therapy with metreleptin improves metabolic abnormalities in patients with generalized lipodystrophy (GLD). OBJECTIVE Determine how timing of metreleptin initiation in the clinical course of GLD affects long-term metabolic health. METHODS Retrospective analysis of patients ≥6 months old with congenital (n = 47) or acquired (n = 16) GLD treated with metreleptin at the National Institutes of Health since 2001. Least squares means for glycated hemoglobin (HbA1c), insulin area under the curve from oral glucose tolerance tests, triglycerides, urine protein excretion, platelets, transaminases, and aspartate aminotransferase (AST) to Platelet Ratio Index for early and late treatment groups, defined by baseline metabolic health, were analyzed during median 72 (24-108) months' follow-up. RESULTS Compared to late groups, early groups based on metabolic status had higher mean ± SEM insulin area under the curve (20 831 ± 1 vs 11 948 ± 1), lower HbA1c (5.3 ± 0.3 vs 6.8 ± 0.3%), triglycerides (101 ± 1 vs 193 ± 1 mg/dL), urine protein excretion (85 ± 1.5 vs 404 ± 1.4 mg/24 h), alanine aminotransferase (30 ± 1 vs 53 ± 1 U/L), AST (23 ± 1 vs 40 ± 1 U/L), and AST to Platelet Ratio Index (0.22 ± 1.3 vs 0.78 ± 1.3), and higher platelets (257 ± 24 vs 152 ± 28 K/µL) during follow-up (P < .05). Compared to patients ≥6 years old at baseline, patients <6 years had lower HbA1c (4.5 ± 0.5 vs 6.4 ± 0.2%) and higher AST (40 ± 1vs 23 ± 1 U/L) during follow (P < .05). CONCLUSION Patients with GLD who initiated metreleptin before the onset of severe metabolic complications had better long-term control of diabetes, proteinuria, and hypertriglyceridemia. Early treatment may also result is less severe progression of liver fibrosis, but further histological studies are needed to determine the effects of metreleptin therapy on liver disease.
Collapse
Affiliation(s)
- Maiah Brush
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Sungyoung Auh
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Elaine Cochran
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Rebecca Tuska
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Christopher Koh
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - David E Kleiner
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Marissa Lightbourne
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Rebecca J Brown
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| |
Collapse
|
6
|
Heo S, Yang J, Park J, Hui RWH, Song BG, Song IH, Yoon YI, Cheung TT, Chung SW, Choi J, Lee D, Shim JH, Kim KM, Lim YS, Lee HC, Seto WK, Lee JH, Choi WM. Association Between Viral Replication Activity and Postoperative Recurrence of HBV-Related Hepatocellular Carcinoma. Aliment Pharmacol Ther 2025. [PMID: 40091291 DOI: 10.1111/apt.70085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/02/2024] [Revised: 10/23/2024] [Accepted: 03/06/2025] [Indexed: 03/19/2025]
Abstract
BACKGROUND Baseline viral replication activity influences the risk of hepatocellular carcinoma (HCC) development in patients with chronic hepatitis B virus (HBV) infection. AIMS To evaluate the impact of baseline viral replication activity on recurrence in HBV-related HCC after curative resection. METHODS A multinational retrospective cohort of 2384 patients with very early or early-stage HBV-related HCC who consecutively underwent curative resection and received antiviral therapy (AVT) between 2010 and 2018 was analysed. Patients were categorised into ongoing-AVT (previously on AVT with viral suppression) and initiation-AVT (initiated AVT at the time of resection) groups. HCC recurrence was compared between these two groups based on baseline viral replication activity. RESULTS During a median follow-up of 4.9 years, 1188 (49.8%) patients developed recurrence. Multivariable analysis showed similar recurrence risk between the ongoing-AVT and initiation-AVT groups (HR, 1.09; 95% CI, 0.96-1.24). However, in cirrhotic patients, the initiation-AVT group had a higher recurrence risk than the ongoing-AVT group (HR, 1.22; 95% CI, 1.02-1.45) but not in non-cirrhotic patients (HR, 0.90; 95% CI, 0.73-1.09). Intriguingly, in the non-cirrhotic initiation-AVT group, a parabolic association was observed between baseline HBV DNA levels and the risk of recurrence, with those having 5-6 log10 IU/mL HBV DNA levels showing significantly higher recurrence risk compared to the ongoing-AVT group (HR, 1.78; 95% CI, 1.32-2.42). CONCLUSIONS The association between HBV replication activity and the risk of HCC recurrence varied depending on cirrhosis, providing important insights for optimising the timing of AVT and post-operative surveillance strategies.
Collapse
Affiliation(s)
- Subin Heo
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Jiwon Yang
- Department of Gastroenterology, Liver Center, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Jeayeon Park
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, South Korea
| | - Rex Wan-Hin Hui
- Department of Medicine, School of Clinical Medicine, The University of Hong Kong, Pokfulam, Hong Kong
| | - Byeong Geun Song
- Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea
| | - In-Hye Song
- Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Young-In Yoon
- Division of Hepatobiliary Surgery and Liver Transplantation, Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Tan-To Cheung
- Department of Surgery, School of Clinical Medicine, The University of Hong Kong, Pokfulam, Hong Kong
| | - Sung Won Chung
- Department of Gastroenterology, Liver Center, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Jonggi Choi
- Department of Gastroenterology, Liver Center, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Danbi Lee
- Department of Gastroenterology, Liver Center, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Ju Hyun Shim
- Department of Gastroenterology, Liver Center, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Kang Mo Kim
- Department of Gastroenterology, Liver Center, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Young-Suk Lim
- Department of Gastroenterology, Liver Center, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Han Chu Lee
- Department of Gastroenterology, Liver Center, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Wai-Kay Seto
- Department of Medicine, School of Clinical Medicine, The University of Hong Kong, Pokfulam, Hong Kong
| | - Jeong-Hoon Lee
- Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, Seoul, South Korea
| | - Won-Mook Choi
- Department of Gastroenterology, Liver Center, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| |
Collapse
|
7
|
Pietri O, Chicaud M, Andreani T, Chrétien Y, Limousin W, Lemoinne S, Chazouilleres O, Wendum D. Unexplained Chronically Elevated Aminotransferases: Liver Biopsy Gives Major Information with Therapeutic Implication in One Patient Out of Seven. Dig Dis Sci 2025; 70:1178-1189. [PMID: 39681748 DOI: 10.1007/s10620-024-08730-0] [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: 06/30/2024] [Accepted: 11/03/2024] [Indexed: 12/18/2024]
Abstract
BACKGROUND & AIMS Liver biopsy contribution in patients with unexplained elevation of transaminases is not clearly established. The aim was to study liver biopsy contribution in patients with unexplained elevated transaminases strictly defined according to the current guidelines, reflecting the present clinical practice. METHODS In a retrospective study, we identified all the liver biopsies performed in patients with elevated transaminases for at least six months. Patients with a particular context, or with an identified cause of liver disease were excluded. The biopsies were classified according to the 4 following injury patterns: hepatitic, biliary, steatotic, vascular. RESULTS 87 patients were included. Liver biopsy showed minimal changes or a normal histology in 48%, a steatotic pattern in 21%, a hepatitic pattern in 13%, a vascular pattern in 8%, a biliary pattern in 1%, and a mixed pattern in 8%. A cause could be determined in 21% of patients with normal histology, 85% with steatosis, 56% with hepatitis, 75% with biliary, but in none with isolated vascular pattern. Liver biopsy had important clinical and therapeutic implications in 15% of patients, with a diagnosis of autoimmune hepatitis, primary biliary cholangitis or metabolic dysfunction-associated steatohepatitis. Elevation of transaminases > 10 upper normal limit was present in all the patients with confirmed autoimmune hepatitis, but in only 7% of others. CONCLUSION Liver biopsy had important clinical and therapeutic implications in 15% of patients. However, the majority of patients had minimal changes without a cause, or minor vascular lesions of uncertain significance.
Collapse
Affiliation(s)
- Olivia Pietri
- AP-HP, Saint-Antoine Hospital, Department of Hepatology, Reference Center for Inflammatory Biliary Diseases and Autoimmune Hepatitis (CRMR MIVB-H), ERN RARE-LIVER, Sorbonne Université, Paris, France
| | - Matthieu Chicaud
- AP-HP, Hôpital Saint Antoine, Department of Pathology, Paris, France
| | - Tony Andreani
- AP-HP, Saint-Antoine Hospital, Department of Hepatology, Reference Center for Inflammatory Biliary Diseases and Autoimmune Hepatitis (CRMR MIVB-H), ERN RARE-LIVER, Sorbonne Université, Paris, France
| | - Yves Chrétien
- Sorbonne Université, INSERM, Centre de Recherche Saint-Antoine, CRSA, Paris, France
| | - Wendy Limousin
- AP-HP, Saint-Antoine Hospital, Department of Hepatology, Reference Center for Inflammatory Biliary Diseases and Autoimmune Hepatitis (CRMR MIVB-H), ERN RARE-LIVER, Sorbonne Université, Paris, France
| | - Sara Lemoinne
- AP-HP, Saint-Antoine Hospital, Department of Hepatology, Reference Center for Inflammatory Biliary Diseases and Autoimmune Hepatitis (CRMR MIVB-H), ERN RARE-LIVER, Sorbonne Université, Paris, France
- Sorbonne Université, INSERM, Centre de Recherche Saint-Antoine, CRSA, Paris, France
| | - Olivier Chazouilleres
- AP-HP, Saint-Antoine Hospital, Department of Hepatology, Reference Center for Inflammatory Biliary Diseases and Autoimmune Hepatitis (CRMR MIVB-H), ERN RARE-LIVER, Sorbonne Université, Paris, France
- Sorbonne Université, INSERM, Centre de Recherche Saint-Antoine, CRSA, Paris, France
| | - Dominique Wendum
- Sorbonne Université, INSERM, Centre de Recherche Saint-Antoine, CRSA, Paris, France.
- AP-HP, Hôpital Saint Antoine, Department of Pathology, Paris, France.
- AP-HP, Hôpital Saint Antoine, Service d'Anatomie et Cytologie Pathologiques, 184 rue du faubourg Saint-Antoine, F-75012, Paris, France.
| |
Collapse
|
8
|
Ratziu V, Yilmaz Y, Lazas D, Friedman SL, Lackner C, Behling C, Cummings OW, Chen L, Petitjean M, Gilgun-Sherki Y, Gorfine T, Kadosh S, Eyal E, Sanyal AJ. Aramchol improves hepatic fibrosis in metabolic dysfunction-associated steatohepatitis: Results of multimodality assessment using both conventional and digital pathology. Hepatology 2025; 81:932-946. [PMID: 38916482 DOI: 10.1097/hep.0000000000000980] [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: 08/16/2023] [Accepted: 04/07/2024] [Indexed: 06/26/2024]
Abstract
BACKGROUND AND AIMS Antifibrotic trials rely on conventional pathology despite recognized limitations. We compared single-fiber digital image analysis with conventional pathology to quantify the antifibrotic effect of Aramchol, a stearoyl-CoA desaturase 1 inhibitor in development for metabolic dysfunction-associated steatohepatitis. APPROACH AND RESULTS Fifty-one patients with metabolic dysfunction-associated steatohepatitis enrolled in the open-label part of the ARMOR trial received Aramchol 300 mg BID and had paired pre-post treatment liver biopsies scored by consensus among 3 hepatopathologists, and separately assessed by a digital image analysis platform (PharmaNest) that generates a continuous phenotypic Fibrosis Composite Severity (Ph-FCS) score. Fibrosis improvement was defined as: ≥1 NASH Clinical Research Network (NASH-CRN) stage reduction; "improved" by ranked pair assessment; reduction in Ph-FCS ("any" for ≥0.3 absolute reduction and "substantial" for ≥25% relative reduction). Fibrosis improved in 31% of patients (NASH-CRN), 51% (ranked pair assessment), 74.5% (any Ph-FCS reduction), and 41% (substantial Ph-FCS reduction). Most patients with stable fibrosis by NASH-CRN or ranked pair assessment had a Ph-FCS reduction (a third with substantial reduction). Fibrosis improvement increased with treatment duration: 25% for <48 weeks versus 39% for ≥48 weeks by NASH-CRN; 43% versus 61% by ranked pair assessment, mean Ph-FCS reduction -0.54 (SD: 1.22) versus -1.72 (SD: 1.02); Ph-FCS reduction (any in 54% vs. 100%, substantial in 21% vs. 65%). The antifibrotic effect of Aramchol was corroborated by reductions in liver stiffness, Pro-C3, and enhanced liver fibrosis. Changes in Ph-FCS were positively correlated with changes in liver stiffness. CONCLUSIONS Continuous fibrosis scores generated in antifibrotic trials by digital image analysis quantify antifibrotic effects with greater sensitivity and a larger dynamic range than conventional pathology.
Collapse
Affiliation(s)
- Vlad Ratziu
- Sorbonne Université, Institute for Cardiometabolism and Nutrition (ICAN) and Hôpital Pitié-Salpêtrière, INSERM UMRS 1138 CRC, Paris, France
| | - Yusuf Yilmaz
- Department of Gastroenterology, School of Medicine, Marmara University, Istanbul, Turkey
- Department of Gastroenterology, School of Medicine, Recep Tayyip Erdoğan University, Rize, Turkey
| | - Don Lazas
- ObjectiveHealth/Digestive Health Research, Nashville, Tennessee, USA
| | - Scott L Friedman
- Division of Liver Diseases, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Caroline Lackner
- Institute of Pathology, Medical University of Graz, Graz, Austria
| | - Cynthia Behling
- Department of Pathology, Sharp Health System, San Diego, California, USA
| | - Oscar W Cummings
- Department of Pathology and Laboratory Medicine, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Li Chen
- PharmaNest Inc., Princeton, New Jersey, USA
| | | | | | - Tali Gorfine
- Galmed Pharmaceuticals Ltd, Tel Aviv, Kiryat Motzkin, Israel
| | | | - Eli Eyal
- Eyal Statistical Consulting, Petach Tikva, Israel
| | - Arun J Sanyal
- Department of Gastroenterology, Virginia Commonwealth University, Richmond, Virginia, USA
| |
Collapse
|
9
|
Takase K, Ueno T, Matsumoto S, Uga N, Deguchi K, Nomura M, Watanabe M, Kamiyama M, Tazuke Y, Kimura T, Okuyama H. Impact of follow-up liver biopsy on long-term outcomes post-Kasai procedure in patients with biliary atresia. Pediatr Surg Int 2025; 41:88. [PMID: 40019581 PMCID: PMC11870969 DOI: 10.1007/s00383-025-05979-y] [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] [Accepted: 01/26/2025] [Indexed: 03/01/2025]
Abstract
PURPOSE Patients with biliary atresia (BA) suffer from progressive liver damage, even after successful Kasai portoenterostomy (KPE). The purpose of this study is to analyze the relevance of follow-up percutaneous liver biopsy (LBx) and long-term prognosis of patients with BA. METHODS This study included patients with BA who were born between 1983 and 2005 and survived with their native liver until 10 years of age. Patient characteristics, laboratory data and Child-Pugh score at the time of LBx, and native-liver survival (NLS) and complication-free survival (CFS) in patients with mild (F0-F2) or severe fibrosis (F3, F4) on follow-up LBx were retrospectively analyzed. RESULTS Forty-three patients were gathered in this study and the most recent LBx was performed at age 21.1 ± 2.9 years. Thirty-three patients had mild fibrosis and ten patients had severe fibrosis on follow-up LBx. Long-term NLS and CFS were significantly worse in patients with severe fibrosis. Among those patients, 18 patients had follow-up LBx between the ages of 6 and 12 years, and CFS were significantly worse in patients with severe fibrosis. CONCLUSIONS We found that patients with BA with severe liver fibrosis on follow-up LBx had worse long-term survival and a higher rate of progression of complications of BA.
Collapse
Affiliation(s)
- Koki Takase
- Department of Pediatric Surgery, Osaka University of Graduation School of Medicine, 2-2 Yamadaoka, Suita, Osaka, 565-0871, Japan
| | - Takehisa Ueno
- Department of Pediatric Surgery, Osaka University of Graduation School of Medicine, 2-2 Yamadaoka, Suita, Osaka, 565-0871, Japan.
| | - Sayaka Matsumoto
- Department of Pediatric Surgery, Osaka University of Graduation School of Medicine, 2-2 Yamadaoka, Suita, Osaka, 565-0871, Japan
| | - Naoko Uga
- Department of Pediatric Surgery, Osaka University of Graduation School of Medicine, 2-2 Yamadaoka, Suita, Osaka, 565-0871, Japan
| | - Koichi Deguchi
- Department of Pediatric Surgery, Osaka University of Graduation School of Medicine, 2-2 Yamadaoka, Suita, Osaka, 565-0871, Japan
| | - Motonari Nomura
- Department of Pediatric Surgery, Osaka University of Graduation School of Medicine, 2-2 Yamadaoka, Suita, Osaka, 565-0871, Japan
| | - Miho Watanabe
- Department of Pediatric Surgery, Osaka University of Graduation School of Medicine, 2-2 Yamadaoka, Suita, Osaka, 565-0871, Japan
| | - Masafumi Kamiyama
- Department of Pediatric Surgery, Osaka University of Graduation School of Medicine, 2-2 Yamadaoka, Suita, Osaka, 565-0871, Japan
| | - Yuko Tazuke
- Department of Pediatric Surgery, Osaka University of Graduation School of Medicine, 2-2 Yamadaoka, Suita, Osaka, 565-0871, Japan
| | - Takeshi Kimura
- Department of Pediatrics, Osaka University of Graduation School of Medicine, 2-2 Yamadaoka, Suita, Osaka, 565-0871, Japan
| | - Hiroomi Okuyama
- Department of Pediatric Surgery, Osaka University of Graduation School of Medicine, 2-2 Yamadaoka, Suita, Osaka, 565-0871, Japan
| |
Collapse
|
10
|
Xue S, Zhu Y, Shao M, Zhu K, Rong J, Liu T, Yin X, Zhang S, Yin L, Wang X. T1/T2 mapping as a non-invasive method for evaluating liver fibrosis based on correlation of biomarkers: a preclinical study. BMC Gastroenterol 2025; 25:122. [PMID: 40016673 PMCID: PMC11869460 DOI: 10.1186/s12876-025-03701-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2024] [Accepted: 02/17/2025] [Indexed: 03/01/2025] Open
Abstract
BACKGROUND Given the inherent limitations of invasive biopsy and the insufficient accuracy of liver-related serum biomarkers, there is an urgent need for the development of reliable, non-invasive imaging techniques for the diagnosis of liver fibrosis. This study aims to investigate the correlation between magnetic resonance imaging (MRI) T1/T2 mapping sequences and biomarkers of collagen deposition and ongoing systemic inflammation, and to evaluate the potential of T1/T2 mapping as a non-invasive method for the accurate diagnosis of liver fibrosis. METHODS A mouse model of carbon tetrachloride (CCl4)-induced liver fibrosis was established and T1/T2 mapping were performed at different weeks of treatment. The histopathological analysis, collagen quantification, and inflammatory factors measurements (IL-1, IL-6, TNF-α) were conducted to correlate MRI parameters with collagen deposition and inflammation. Statistical analysis was performed using IBM SPSS Statistics (version 22.0, Chicago, IL, USA) and Origin 2018 (OriginLab Corporation, Northampton, MA, USA). RESULTS The principal findings indicated that T1 and T2 values exhibited a progressive increase with the severity of fibrosis, demonstrating a positive correlation with collagen deposition and inflammatory factors, especially the hydroxyproline content (r = 0.880, P < 0.001). The HYP content exhibited a progressive increase with advancing fibrosis stages (ρ = 0.914, P < 0.001). Similarly, T1 values increased significantly across fibrosis stage(ρ = 0.854, P < 0.001). Statistical comparison of these coefficients revealed no significant difference (Z = 1.031, P = 0.303). ROC curve analysis showed that T1 mapping was more accurate than T2 mapping in detecting collagen deposition and inflammation. CONCLUSIONS This study highlighted the potential of T1/T2 mapping as non-invasive and quantitative biomarkers for diagnosing and staging liver fibrosis, providing new insights into the onset and progression of liver fibrosis.
Collapse
Affiliation(s)
- Shuqin Xue
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui Province, 230022, China
| | - Yujie Zhu
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui Province, 230022, China
| | - Min Shao
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui Province, 230022, China
| | - Kun Zhu
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui Province, 230022, China
| | - Jing Rong
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui Province, 230022, China
| | - Tongtong Liu
- Department of Pharmaceutics, School of Pharmacy, Anhui Medical University, Hefei, Anhui Province, 230022, China
| | - Xiujuan Yin
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui Province, 230022, China
| | - Saisai Zhang
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui Province, 230022, China
| | - Likang Yin
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui Province, 230022, China
| | - Xiao Wang
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui Province, 230022, China.
| |
Collapse
|
11
|
Yang H, Atak D, Yuan M, Li M, Altay O, Demirtas E, Peltek IB, Ulukan B, Yigit B, Sipahioglu T, Álvez MB, Meng L, Yüksel B, Turkez H, Kirimlioglu H, Saka B, Yurdaydin C, Akyildiz M, Dayangac M, Uhlen M, Boren J, Zhang C, Mardinoglu A, Zeybel M. Integrative proteo-transcriptomic characterization of advanced fibrosis in chronic liver disease across etiologies. Cell Rep Med 2025; 6:101935. [PMID: 39889710 DOI: 10.1016/j.xcrm.2025.101935] [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: 05/29/2024] [Revised: 09/20/2024] [Accepted: 01/08/2025] [Indexed: 02/03/2025]
Abstract
Chronic hepatic injury and inflammation from various causes can lead to fibrosis and cirrhosis, potentially predisposing to hepatocellular carcinoma. The molecular mechanisms underlying fibrosis and its progression remain incompletely understood. Using a proteo-transcriptomics approach, we analyze liver and plasma samples from 330 individuals, including 40 healthy individuals and 290 patients with histologically characterized fibrosis due to chronic viral infection, alcohol consumption, or metabolic dysfunction-associated steatotic liver disease. Our findings reveal dysregulated pathways related to extracellular matrix, immune response, inflammation, and metabolism in advanced fibrosis. We also identify 132 circulating proteins associated with advanced fibrosis, with neurofascin and growth differentiation factor 15 demonstrating superior predictive performance for advanced fibrosis(area under the receiver operating characteristic curve [AUROC] 0.89 [95% confidence interval (CI) 0.81-0.97]) compared to the fibrosis-4 model (AUROC 0.85 [95% CI 0.78-0.93]). These findings provide insights into fibrosis pathogenesis and highlight the potential for more accurate non-invasive diagnosis.
Collapse
Affiliation(s)
- Hong Yang
- Science for Life Laboratory, KTH - Royal Institute of Technology, Stockholm, Sweden
| | - Dila Atak
- Department of Gastroenterology and Hepatology, School of Medicine, Koç University, İstanbul 34010, Turkiye
| | - Meng Yuan
- Science for Life Laboratory, KTH - Royal Institute of Technology, Stockholm, Sweden
| | - Mengzhen Li
- Science for Life Laboratory, KTH - Royal Institute of Technology, Stockholm, Sweden
| | - Ozlem Altay
- Science for Life Laboratory, KTH - Royal Institute of Technology, Stockholm, Sweden
| | - Elif Demirtas
- School of Medicine, Koç University, Istanbul 34450, Turkiye
| | | | - Burge Ulukan
- Department of Gastroenterology and Hepatology, School of Medicine, Koç University, İstanbul 34010, Turkiye
| | - Buket Yigit
- Department of Gastroenterology and Hepatology, School of Medicine, Koç University, İstanbul 34010, Turkiye
| | - Tarik Sipahioglu
- Department of Gastroenterology and Hepatology, School of Medicine, Koç University, İstanbul 34010, Turkiye
| | - María Bueno Álvez
- Science for Life Laboratory, KTH - Royal Institute of Technology, Stockholm, Sweden
| | - Lingqi Meng
- Science for Life Laboratory, KTH - Royal Institute of Technology, Stockholm, Sweden
| | | | - Hasan Turkez
- Department of Medical Biology, Faculty of Medicine, Atatürk University, Erzurum 25240, Turkiye
| | - Hale Kirimlioglu
- Department of Pathology, School of Medicine, Acibadem Mehmet Ali Aydinlar University Istanbul 34752, Turkiye
| | - Burcu Saka
- Department of Pathology, School of Medicine, Koç University, Istanbul 34010, Turkiye
| | - Cihan Yurdaydin
- Department of Gastroenterology and Hepatology, School of Medicine, Koç University, İstanbul 34010, Turkiye
| | - Murat Akyildiz
- Department of Gastroenterology and Hepatology, School of Medicine, Koç University, İstanbul 34010, Turkiye
| | - Murat Dayangac
- Department of General Surgery, International School of Medicine, Medipol University, Istanbul 34010, Turkiye
| | - Mathias Uhlen
- Science for Life Laboratory, KTH - Royal Institute of Technology, Stockholm, Sweden
| | - Jan Boren
- Department of Molecular and Clinical Medicine, University of Gothenburg and Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Cheng Zhang
- Science for Life Laboratory, KTH - Royal Institute of Technology, Stockholm, Sweden
| | - Adil Mardinoglu
- Science for Life Laboratory, KTH - Royal Institute of Technology, Stockholm, Sweden; Centre for Host-Microbiome Interactions, Faculty of Dentistry, Oral & Craniofacial Sciences, King's College London, London SE1 9RT, UK.
| | - Mujdat Zeybel
- Department of Gastroenterology and Hepatology, School of Medicine, Koç University, İstanbul 34010, Turkiye; Clinical Trials Unit, Koç University Hospital, Istanbul 34010, Turkiye.
| |
Collapse
|
12
|
Hong S, Hong Z, Hao Y, Sun L, Wei H. Metabolic dysfunction-associated fatty liver disease indicates more hepatic fibrosis than nonalcoholic fatty liver disease. Medicine (Baltimore) 2025; 104:e41455. [PMID: 39928810 PMCID: PMC11813007 DOI: 10.1097/md.0000000000041455] [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: 12/29/2023] [Revised: 01/08/2025] [Accepted: 01/17/2025] [Indexed: 02/12/2025] Open
Abstract
The term metabolic dysfunction-associated fatty liver disease (MAFLD) has been proposed based on a redefinition of the nonalcoholic fatty liver disease (NAFLD) criteria. Our study aimed to address the knowledge gap by comparing the diagnostic accuracy of MAFLD and NAFLD criteria in identifying significant fibrosis among patients with hepatic steatosis. A cross-sectional study was conducted on 2626 patients with hepatic steatosis treated at Beijing Ditan Hospital between January 2009 and December 2022. Patients with viral hepatitis were excluded. Significant fibrosis was defined as a Meta-analysis of Histological Data in Viral Hepatitis (METAVIR) score F ≥ 2. MAFLD and NAFLD were diagnosed in 478 and 428 patients, respectively. Clinicopathological characteristics were compared between the MAFLD+ NAFLD- group (patients who met the criteria for MAFLD but not NAFLD) and MAFLD- NAFLD+ group (patients who met the criteria for NAFLD but not MAFLD). A total of 743 patients with histologically verified hepatic steatosis were analyzed. The MAFLD+ NAFLD- group comprised 163 (21.9%) and the MAFLD- NAFLD+ group comprised 113 (15.2%) patients. Patients in the MAFLD+ NAFLD- group were older and more likely to be male and had higher body mass index and liver stiffness levels than those in the MAFLD- NAFLD+ group. The prevalence of significant fibrosis was higher in the MAFLD+ NAFLD- group than in the MAFLD- NAFLD+ group (43.6% vs 15.9%, P < .001). The MAFLD criteria may be a better indicator of fibrosis than the NAFLD criteria. Fibrosis in patients with MAFLD can be determined by metabolic disorders, not excessive alcohol consumption.
Collapse
Affiliation(s)
- Shan Hong
- Department of Gastroenterology, Beijing Ditan Hospital, Capital Medical University, Beijing, China
| | - Zifan Hong
- Department of Applied Information, Tomsk State University, Tomsk, Russia
| | - Yiwei Hao
- Department of Medical Records and Statistics, Beijing Ditan Hospital, Capital Medical University, Beijing, China
| | - Lei Sun
- Department of Pathology, Beijing Ditan Hospital, Capital Medical University, Beijing, China
| | - Hongshan Wei
- Department of Gastroenterology, Beijing Ditan Hospital, Capital Medical University, Beijing, China
| |
Collapse
|
13
|
Hu T, Tong J, Yang Y, Yuan C, Zhang J, Wang J. Ursodeoxycholic acid relieves clinical severity of COVID-19 in patients with chronic liver diseases. Front Med (Lausanne) 2025; 12:1494248. [PMID: 39981079 PMCID: PMC11839632 DOI: 10.3389/fmed.2025.1494248] [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: 09/10/2024] [Accepted: 01/24/2025] [Indexed: 02/22/2025] Open
Abstract
Background The potential effect of ursodeoxycholic acid (UDCA) on the clinical outcomes of SARS-CoV-2 in patients with chronic liver diseases has been a subject of ongoing debate since the onset of the SARS-CoV-2 pandemic in 2019. This study aims to investigate the effect of UDCA on the prognosis of SARS-CoV-2 infection in patients with chronic liver diseases. Methods A total of 926 patients with chronic liver diseases who contracted their first SARS-CoV-2 infection during December 2022 to January 2023, were included in this study. Participants were divided into two groups based on the use of UDCA: the UDCA cohort (n = 329) and the non-UDCA cohort (n = 597). After performing a 1:1 age-and sex-matching, the analysis proceeded with 309 patients from each group for further evaluation. Results In the UDCA-treated cohort, the incidence of asymptomatic SARS-CoV-2 infections was significantly higher, with 30.1% of patients affected, compared to 6.47% in the non-UDCA group (p < 0.0001). Multivariable analysis identified UDCA as a protective factor against symptomatic infections, yielding an odds ratio (OR) of 4.77 (95% CI: 2.70-8.44, p < 0.001). Furthermore, age over 50 was found to be a risk factor for asymptomatic infections in the UDCA cohort, with an adjusted OR of 1.51 (95% CI: 1.01-2.24, p = 0.05). Conclusion The study suggests that UDCA therapy may improve clinical outcomes in patients with chronic liver diseases patients who are infected with SARS-CoV-2, highlighting its potential role in improving prognosis within this vulnerable population. However, further research is required to validate these findings and to elucidate the mechanisms underlying UDCA's protective effect.
Collapse
Affiliation(s)
- Tiantian Hu
- Department of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, Fudan University, Shanghai, China
- Fudan University School of Nursing, Fudan University, Shanghai, China
| | - Jie Tong
- Department of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, Fudan University, Shanghai, China
| | - Yunhui Yang
- Department of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, Fudan University, Shanghai, China
| | - Changrong Yuan
- Fudan University School of Nursing, Fudan University, Shanghai, China
| | - Jiming Zhang
- Department of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, Fudan University, Shanghai, China
- Shanghai Institute of Infectious Diseases and Biosecurity, Key Laboratory of Medical Molecular Virology (MOE/MOH), Shanghai Medical College, Fudan University, Shanghai, China
- Department of Infectious Diseases, Jing’An Branch of Huashan Hospital, Fudan University, Shanghai, China
| | - Jinyu Wang
- Department of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, Fudan University, Shanghai, China
- Shanghai Institute of Infectious Diseases and Biosecurity, Key Laboratory of Medical Molecular Virology (MOE/MOH), Shanghai Medical College, Fudan University, Shanghai, China
| |
Collapse
|
14
|
Brits E, Brown S, Botes L, Sempa JB, Pienaar M. Aspartate Aminotransferase-to-platelet Ratio Index (APRi) as Biomarker for Liver Damage in Biliary Atresia (BA): A Meta-analysis. J Pediatr Surg 2025; 60:162234. [PMID: 39923745 DOI: 10.1016/j.jpedsurg.2025.162234] [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: 11/29/2024] [Revised: 01/10/2025] [Accepted: 01/29/2025] [Indexed: 02/11/2025]
Abstract
BACKGROUND Biliary atresia (BA) is a severe paediatric liver disease causing cirrhosis without prompt treatment. Aspartate aminotransferase-to-platelet ratio index (APRi), a non-invasive biomarker, shows promise in assessing fibrosis and cirrhosis severity, offering an alternative to liver biopsy. However, standardised criteria and research on APRi accuracy in paediatric BA, especially across diverse populations, remain limited. OBJECTIVES To assess the correlation between APRi values, liver fibrosis and cirrhosis severity in children with BA, evaluate APRi's diagnostic accuracy and clinical utility, and identify appropriate cut-off values for significant fibrosis and cirrhosis. METHODS This systematic review and meta-analysis, conducted per PRISMA guidelines, evaluated non-invasive biomarkers for liver fibrosis in BA patients. Data were managed using REDCap and analysed with R software. Heterogeneity was assessed with the Cochrane Q test and I2 values. RESULTS Fourteen studies (retrospective, prospective, and one cross-sectional) examined APRi and liver fibrosis in BA. APRi cut-off values for diagnosing fibrosis and cirrhosis ranged from 0.7 to 2.26 for advanced fibrosis (F3). The meta-analysis provided pooled means and 95% confidence intervals for APRi, assessing its diagnostic performance. Significant heterogeneity was noted in studies with favourable histology, while none was observed in those with unfavourable histology, highlighting variability in APRi values. CONCLUSION Limited patient numbers and significant heterogeneity across studies impeded the establishment of a definitive threshold for identifying unfavourable histology in BA. Consequently, APRi's clinical utility remains unclear. Further research is required to determine its precise role as a biopsy surrogate and in clinical decision-making during BA diagnosis. TYPE OF ARTICLE Study of diagnostic test. LEVEL OF EVIDENCE IV.
Collapse
Affiliation(s)
- Elizabeth Brits
- Division of Paediatric Surgery, Department of Surgery, School of Clinical Medicine, Faculty of Health Sciences, University of the Free State, Bloemfontein, South Africa.
| | - Stephen Brown
- Division of Paediatric Cardiology, Department of Paediatrics and Child Health, School of Clinical Medicine, Faculty of Health Sciences, University of the Free State, Bloemfontein, South Africa
| | - Lezelle Botes
- Department of Health Sciences, Faculty of Health and Environmental Sciences, Central University of Technology, Bloemfontein, South Africa
| | - Joseph B Sempa
- Department of Biostatistics, Faculty of Health Science, University of the Free State, Bloemfontein, South Africa
| | - Michael Pienaar
- Division of Critical Care, Department of Paediatrics and Child Health, School of Clinical Medicine, Faculty of Health Sciences, University of the Free State, Bloemfontein, South Africa
| |
Collapse
|
15
|
Sitarcikova D, Poetter-Lang S, Bastati N, Ba-Ssalamah S, Trattnig S, Attenberger U, Ba-Ssalamah A, Krššák M. Diagnostic accuracy of texture analysis applied to T 1- and T 2-Relaxation maps for liver fibrosis classification via machine-learning algorithms with liver histology as reference standard. Eur J Radiol 2025; 183:111887. [PMID: 39721334 DOI: 10.1016/j.ejrad.2024.111887] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2024] [Revised: 12/02/2024] [Accepted: 12/11/2024] [Indexed: 12/28/2024]
Abstract
OBJECTIVES To explore texture analysis' ability on T1 and T2 relaxation maps to classify liver fibrosis into no-to-mild liver fibrosis (nmF) versus severe fibrosis (sF) group using machine learning algorithms and histology as reference standard. MATERIALS AND METHODS In this single-center study, patients undergoing 3 T MRI who also had histology examination were retrospectively enrolled. SNAPSHOT-FLASH sequence for T1 mapping, radial turbo-spin-echo sequence for T2 mapping and spin-echo echo-planar-imaging magnetic resonance elastography (MRE) sequences were analyzed. Grey-level co-occurrence matrix texture analysis features were extracted from T1 (TA-T1) and T2 (TA-T2) maps from single-slice whole-liver region-of-interest. The extracted features were evaluated as predictors for nmF and sF group classification separately using support-vector-machine algorithm combined with principal component analysis in case of texture features. Recursive Feature Elimination with Cross-Validation (RFECV) was used to identify the most significant features and the importance of selected features was assessed with permutation importance algorithm. A combined model was identified and evaluated. Area under the receiver operating characteristic curve (AUC) was used for scoring and model comparison. RESULTS 46 patients (mean age 52.8 ± 16.1 years, 23 males) were evaluated. TA-T1 performed comparably to MRE (0.748 vs 0.759, p = 0.905) and T1 performed slightly worse compared to MRE which was not statistically significant (0.692 vs 0.759, p = 0.396). MRE outperformed T2 (0.759 vs 0.552) and TA-T2 (0.759 vs 0.515). RFECV algorithm identified four features: MRE, T1 and 1st two TA-T1 principal components, constituting the first combined model. The permutation importance identified T1 as feature of very low importance, therefore a second combined model was constructed, omitting T1 from the first combined model. Even though both combined models performed higher than MRE (0.759 vs 0.797, p = 0.597 for MRE vs MRE + T1 + TA-T1, and 0.759 vs 0.817, p = 0.373 for MRE vs MRE + TA-T1), it was not statistically significant. CONCLUSIONS TA-T1 performed comparably to MRE in liver fibrosis classification to nmF and sF groups, and even though not statistically significant, combining those with MRE increased the performance, suggesting their complementary nature. Given the broad availability, robustness and short scanning times of T1 mapping, we would advocate for the inclusion of T1 mapping in every clinical and research liver examination.
Collapse
Affiliation(s)
- Diana Sitarcikova
- High Field MR Centre, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria
| | - Sarah Poetter-Lang
- High Field MR Centre, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria
| | - Nina Bastati
- High Field MR Centre, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria
| | - Sami Ba-Ssalamah
- High Field MR Centre, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria
| | - Siegfried Trattnig
- High Field MR Centre, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria
| | - Ulrike Attenberger
- High Field MR Centre, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria
| | - Ahmed Ba-Ssalamah
- High Field MR Centre, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria.
| | - Martin Krššák
- Division of Endocrinology and Metabolism, Department of Medicine III, Medical University of Vienna, Austria
| |
Collapse
|
16
|
Li Q, Zhang T, Yao S, Gao F, Nie L, Tang H, Song B, Wei Y. Preoperative assessment of liver regeneration using T1 mapping and the functional liver imaging score derived from Gd-EOB-DTPA-enhanced magnetic resonance for patient with hepatocellular carcinoma after hepatectomy. Front Immunol 2025; 16:1516848. [PMID: 39949770 PMCID: PMC11821634 DOI: 10.3389/fimmu.2025.1516848] [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: 10/25/2024] [Accepted: 01/02/2025] [Indexed: 02/16/2025] Open
Abstract
Objectives To explore whether T1 mapping parameters and the functional liver imaging score (FLIS) based on Gd-EOB-DTPA MRI could evaluate liver regeneration after hepatectomy for HCC patient. Methods This retrospective study finally included 60 HCC patients (48 men and 12 women, with a median age of 53 years). T1 relaxation time of liver before gadoxetic acid injection (T1pre) and during the hepatobiliary phase (T1HBP), reduction rate (Δ%) and FLIS were calculated, their correlations with liver fibrosis stage, hepatic steatosis, and liver regeneration, quantified as regeneration index (RI), were assessed by Kendall's tau-b correlation test or Spearman's correlation test. Multivariate linear regression analyses were used to explore the indicator of RI. Results T1pre, T1HBP, Δ%, and FLIS manifested significant correlation with fibrosis stage (r = 0.434, P =0.001; r = 0.546, P < 0.001; r = -0.356, P =0.005; r = -0.653, P <0.001, respectively). T1pre showed significant correction with steatosis grade (r = 0.415, P =0.001). Fibrosis stage and steatosis grade were associated with RI (r = -0.436, P<0.001; r = -0.338, P =0.008). Accordingly, T1pre, T1HBP and FLIS were the significant predictors (P<0.05) of RI in multivariate analysis. Similarly, in the patients undergoing minor hepatectomy (n=35), T1HBP, Δ% and FLIS were related to RI (P<0.05) in multivariate analysis. Nevertheless, in the patients undergoing major hepatectomy (n=25), no T1 mapping parameter and FLIS was the independent predictor of RI. Conclusions T1 mapping parameters and FLIS were the potential noninvasive indicators of liver regeneration, except for HCC patients undergoing major hepatectomy. Clinical relevance statement The value of T1 mapping and FLIS with Gd-EOB-DTPA MRI for accurate preoperative evaluation of liver regeneration is critical to prevent liver failure and improve prognosis of HCC patients.
Collapse
Affiliation(s)
- Qian Li
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, China
| | - Tong Zhang
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, China
| | - Shan Yao
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, China
| | - Feifei Gao
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, China
| | - Lisha Nie
- MRI Research, GE Healthcare (China), Beijing, China
| | - Hehan Tang
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, China
| | - Bin Song
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, China
- Department of Radiology, Sanya People’s Hospital, Sanya, China
| | - Yi Wei
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, China
| |
Collapse
|
17
|
Sun Y, Hu D, Yu M, Liang SB, Zheng Y, Wang X, Tong G. Diagnostic Accuracy of Non-Invasive Diagnostic Tests for Nonalcoholic Fatty Liver Disease: A Systematic Review and Network Meta-Analysis. Clin Epidemiol 2025; 17:53-71. [PMID: 39897720 PMCID: PMC11786599 DOI: 10.2147/clep.s501445] [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: 10/24/2024] [Accepted: 01/17/2025] [Indexed: 02/04/2025] Open
Abstract
Purpose In recent decades, numerous non-invasive tests (NITs) for diagnosing nonalcoholic fatty liver disease (NAFLD) have been developed, however, a comprehensive comparison of their relative diagnostic accuracies is lacking. We aimed to assess and compare the diagnostic accuracy of various NITs for NAFLD using network meta-analysis (NMA). Materials and Methods We conducted a systematic search in seven databases up to April 2024 to identify studies evaluating the diagnostic values of NITs, with liver biopsy as the gold standard. The participants included patients with suspected or confirmed NAFLD, irrespective of age, sex, ethnicity. Statistical analysis was conducted using R 4.0.3 for Bayesian NMA and STATA 17.0 for pairwise meta-analysis. Sensitivity, specificity, diagnostic odds ratio (DOR), area under the receiver operating characteristic curve (AUC), and superiority index were calculated. Bayesian calculations were performed using the Rstan package, specifying parameters like MCMC chain count, iteration count, and operational cycles. The methodological quality of included studies was assessed using the QUADAS-2 tool. Results Out of 15,877 studies, 180 were included in the quantitative synthesis, and 102 were used in head-to-head meta-analyses. For diagnosing steatosis stage 1, Hydrogen Magnetic Resonance Spectroscopy (H-MRS, DOR 15,745,657.6, 95% CI 17.2-1,014,063.59) proved to be the most accurate. For significant fibrosis, HRI leading (DOR 80.94, 95% CI 6.46-391.41), For advanced fibrosis, CK-18 showed the highest performance (DOR 102654.16, 95% CI 1.6-134,059.8). For high-risk NASH, Real-Time Elastography showing the highest performance (DOR 18.1, 95% CI 0.7-96.33). Meta-regression analyses suggested that variability in the diagnostic accuracy of NITs for NAFLD may result from differences in study design, thresholds, populations, and performance indicators. Conclusion We conducted a network meta-analysis to rank the accuracy of these tests. While some results are promising, not all NITs demonstrate substantial accuracy, highlighting the need for validation with larger datasets. Future research should concentrate on studying the thresholds of NITs and enhancing the clarity of methodological reporting.
Collapse
Affiliation(s)
- Yuxin Sun
- Shenzhen Traditional Chinese Medicine Hospital Affiliated to Nanjing University of Chinese Medicine, Shenzhen, People’s Republic of China
| | - Die Hu
- Shenzhen Traditional Chinese Medicine Hospital Affiliated to Nanjing University of Chinese Medicine, Shenzhen, People’s Republic of China
| | - Mingkun Yu
- Department of Oncology, Binzhou Hospital of Traditional Chinese Medicine, Binzhou, People’s Republic of China
| | - Shi-Bing Liang
- Clinical Study Center, Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, People’s Republic of China
- Centre for Evidence-Based Chinese Medicine, Shandong University of Traditional Chinese Medicine, Jinan, People’s Republic of China
- Postdoctoral Research Station, Shandong University of Traditional Chinese Medicine, Jinan, People’s Republic of China
| | - Youyou Zheng
- Institute of Information on Traditional Chinese Medicine, China Academy of Chinese Medical Sciences, Beijing, People’s Republic of China
| | - Xin Wang
- Department of Traditional Chinese Medicine, Sanbo Brian Hospital of Capital Medical University, Beijing, People’s Republic of China
| | - Guangdong Tong
- Shenzhen Traditional Chinese Medicine Hospital Affiliated to Nanjing University of Chinese Medicine, Shenzhen, People’s Republic of China
- Department of Liver Disease, Shenzhen Traditional Chinese Medicine Hospital, Shenzhen, People’s Republic of China
| |
Collapse
|
18
|
Li Z, Sun X, Zhao Z, Yang Q, Ren Y, Teng X, Tai DCS, Wanless IR, Schattenberg JM, Liu C. A machine learning based algorithm accurately stages liver disease by quantification of arteries. Sci Rep 2025; 15:3143. [PMID: 39856155 PMCID: PMC11759706 DOI: 10.1038/s41598-025-87427-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Accepted: 01/20/2025] [Indexed: 01/27/2025] Open
Abstract
A major histologic feature of cirrhosis is the loss of liver architecture with collapse of tissue and vascular changes per unit. We developed qVessel to quantify the arterial density (AD) in liver biopsies with chronic disease of varied etiology and stage. 46 needle liver biopsy samples with chronic hepatitis B (CHB), 48 with primary biliary cholangitis (PBC) and 43 with metabolic dysfunction-associated steatotic liver disease (MASLD) were collected at the Shuguang Hospital. The METAVIR system was used to assess stage. The second harmonic generation (SHG)/two-photon images were generated from unstained slides. Collagen proportionate area (CPA) using SHG. AD was counted using qVessel (previously trained on manually labeled vessels by stained slides (CD34/a-SMA/CK19) and developed by a decision tree algorithm). As liver fibrosis progressed from F1 to F4, we observed that both AD and CPA gradually increases among the three etiologies (P < 0.05). However, at each stage of liver fibrosis, there was no significant difference in AD or CPA between CHB and PBC compared to MASLD (P > 0.05). AD and CPA performed similar diagnostic efficacy in liver cirrhosis (P > 0.05). Using the qVessel algorithm, we discovered a significant correlation between AD, CPA and METAVIR stages in all three etiologies. This suggests that AD could underpin a novel staging system.
Collapse
Grants
- 81730109, 82274305, 82305200, 82374122 National Natural Science Foundation of China
- 81730109, 82274305, 82305200, 82374122 National Natural Science Foundation of China
- 81730109, 82274305, 82305200, 82374122 National Natural Science Foundation of China
- 81730109, 82274305, 82305200, 82374122 National Natural Science Foundation of China
- 2018ZX10302204 National Science and Technology Major Project
- 2018ZX10302204 National Science and Technology Major Project
- shslczdzk01201 Shanghai Key Specialty of Traditional Chinese Clinical Medicine
Collapse
Affiliation(s)
- Zhengxin Li
- Gongli Hospital of Shanghai Pudong New Area, Shanghai, China
| | - Xin Sun
- Shuguang Hospital, Shanghai University of Traditional Chinese Medicine, 528 Zhangheng Road, Pudong New Area, Shanghai, 201203, China
| | - Zhimin Zhao
- Shuguang Hospital, Shanghai University of Traditional Chinese Medicine, 528 Zhangheng Road, Pudong New Area, Shanghai, 201203, China
- Shanghai Key Laboratory of Traditional Chinese Clinical Medicine, Shanghai, China
| | - Qiang Yang
- Hangzhou Choutu Tech. Co., Ltd., Hangzhou, China
| | - Yayun Ren
- Hangzhou Choutu Tech. Co., Ltd., Hangzhou, China
| | - Xiao Teng
- Histoindex Pte. Ltd, Singapore, Singapore
| | | | - Ian R Wanless
- Department of Pathology, Queen Elizabeth II Health Sciences Centre, Dalhousie University, Halifax, Canada
| | - Jörn M Schattenberg
- Department of Internal Medicine II, Saarland University Medical Center, Homburg, Germany
- Saarland University, Saarbrücken, Germany
| | - Chenghai Liu
- Shuguang Hospital, Shanghai University of Traditional Chinese Medicine, 528 Zhangheng Road, Pudong New Area, Shanghai, 201203, China.
- Shanghai Key Laboratory of Traditional Chinese Clinical Medicine, Shanghai, China.
| |
Collapse
|
19
|
Chen X, Wei W, Yang F, Wang J, Lv Q, Liu Y, Zhang Z. Bacillus coagulans alleviates hepatic injury caused by Klebsiella pneumoniae in rabbits. PLoS One 2025; 20:e0317252. [PMID: 39792896 PMCID: PMC11723646 DOI: 10.1371/journal.pone.0317252] [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: 08/28/2024] [Accepted: 12/24/2024] [Indexed: 01/12/2025] Open
Abstract
BACKGROUND As an opportunistic bacterial pathogen, Klebsiella pneumoniae (KP) is prone to causing a spectrum of diseases in rabbits when their immune system is compromised, which poses a threat to rabbit breeding industry. Bacillus coagulans (BC), recognized as an effective probiotic, confers a variety of benefits including anti-inflammatory and antioxidant properties. AIM The purpose of this study was to investigate whether dietary BC can effectively alleviate hepatic injury caused by KP. METHODS In this study, the rabbits were initially pretreated with varying doses of BC (1×106, 5×106, and 1×107 CFU/g), followed by a challenge with KP at a concentration of 1011 CFU/mL. Liver tissues were harvested and processed for histological assessment using H&E and VG stains to assess structural alterations. Biochemical assays were employed to quantify the enzymatic activities of T-SOD and GSH-Px, as well as the MDA content. Furthermore, ELISA was utilized to detect the levels of inflammatory cytokine (IL-10, IL-6, IL-1β and TNF-α) and apoptotic-related gene (Bcl-2, Bax). RESULTS Morphological observation indicated that BC can effectively mitigate KP-induced hepatic sinusoidal dilatation and congestion, as well as ameliorate the degree of hepatic fibrosis. Further analysis showed that BC significantly lowered MDA level in KP-treated rabbits, while enhanced the activities of T-SOD and GSH-Px. Additionally, ELISA result showed that BC pretreatment significantly reduced the levels of pro-inflammatory cytokines TNF-a, IL-6, IL-1β and pro-apoptotic gene Bax, while increasing the levels of anti-inflammatory cytokine IL-10 and anti-apoptotic gene Bcl-2 in KP-treated rabbits. CONCLUSION Above data indicate that BC supplementation effectively attenuated oxidative stress and inflammatory response induced by KP through augmenting the activities of antioxidant enzymes and diminishing the levels of pro-inflammatory factors. Furthermore, it reduced the Bax/Bcl-2 ratio in the liver, thereby inhibiting KP-induced apoptosis. The treatment group receiving 5x106 CFU/g BC benefitted most from the protective effect.
Collapse
Affiliation(s)
- Xiaoguang Chen
- College of Animal Science and Technology, Henan University of Science and Technology, Luoyang, China
| | - Wenjuan Wei
- College of Animal Science and Technology, Henan University of Science and Technology, Luoyang, China
| | - Fan Yang
- College of Animal Science and Technology, Henan University of Science and Technology, Luoyang, China
| | - Jianing Wang
- College of Animal Science and Technology, Henan University of Science and Technology, Luoyang, China
| | - Qiongxia Lv
- College of Animal Science and Technology, Henan University of Science and Technology, Luoyang, China
| | - Yumei Liu
- College of Animal Science and Technology, Henan University of Science and Technology, Luoyang, China
| | - Ziqiang Zhang
- College of Animal Science and Technology, Henan University of Science and Technology, Luoyang, China
| |
Collapse
|
20
|
Li Q, Sheng J, Baruscotti M, Liu Z, Wang Y, Zhao L. Identification of Senkyunolide I as a novel modulator of hepatic steatosis and PPARα signaling in zebrafish and hamster models. JOURNAL OF ETHNOPHARMACOLOGY 2025; 336:118743. [PMID: 39209000 DOI: 10.1016/j.jep.2024.118743] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Revised: 08/19/2024] [Accepted: 08/25/2024] [Indexed: 09/04/2024]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE Non-alcoholic fatty liver disease (NAFLD) is the leading cause of liver-related morbidity and mortality, with hepatic steatosis being the hallmark symptom. Salvia miltiorrhiza Bunge (Smil, Dan-Shen) and Ligusticum striatum DC (Lstr, Chuan-Xiong) are commonly used to treat cardiovascular diseases and have the potential to regulate lipid metabolism. However, whether Smil/Lstr combo can be used to treat NAFLD and the mechanisms underlying its lipid-regulating properties remain unclear. PURPOSE To assess the feasibility and reliability of a short-term high-fat diet (HFD) induced zebrafish model for evaluating hepatic steatosis phenotype and to investigate the liver lipid-lowering effects of Smil/Lstr, as well as its active components. METHODS The phenotypic alterations of liver and multiple other organ systems were examined in the HFD zebrafish model using fluorescence imaging and histochemistry. The liver-specific lipid-lowering effects of Smil/Lstr combo were evaluated endogenously. The active molecules and functional mechanisms were further explored in zebrafish, human hepatocytes, and hamster models. RESULTS In 5-day HFD zebrafish, significant lipid accumulation was detected in the blood vessels and the liver, as evidenced by increased staining with Oil Red O and fluorescent lipid probes. Hepatic hypertrophy was observed in the model, along with macrovesicular steatosis. Smil/Lstr combo administration effectively restored the lipid profile and alleviated hepatic hypertrophy in the HFD zebrafish. In oleic-acid stimulated hepatocytes, Smil/Lstr combo markedly reduced lipid accumulation and cell damage. Subsequently, based on zebrafish phenotypic screening, the natural phthalide senkyunolide I (SEI) was identified as a major molecule mediating the lipid-lowering activities of Smil/Lstr combo in the liver. Moreover, SEI upregulated the expression of the lipid metabolism regulator PPARα and downregulated fatty acid translocase CD36, while a PPARα antagonist sufficiently blocked the regulatory effect of SEI on hepatic steatosis. Finally, the roles of SEI on hepatic lipid accumulation and PPARα signaling were further verified in the hamster model. CONCLUSIONS We proposed a zebrafish-based screening strategy for modulators of hepatic steatosis and discovered the regulatory roles of Smil/Lstr combo and its component SEI on liver lipid accumulation and PPARα signaling, suggesting their potential value as novel candidates for NAFLD treatment.
Collapse
Affiliation(s)
- Qingquan Li
- Pharmaceutical Informatics Institute, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, 310058, China
| | - Jian Sheng
- Pharmaceutical Informatics Institute, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, 310058, China
| | - Mirko Baruscotti
- Department of Biosciences, University of Milano, Milan, 1-20133, Italy
| | - Zhenjie Liu
- Department of Vascular Surgery, The Second Affiliated Hospital of Zhejiang University Medical School, Hangzhou, 310003, China
| | - Yi Wang
- Pharmaceutical Informatics Institute, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, 310058, China; Innovation Institute for Artificial Intelligence in Medicine of Zhejiang University, Hangzhou, 310020, China
| | - Lu Zhao
- Pharmaceutical Informatics Institute, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, 310058, China; Department of Vascular Surgery, The Second Affiliated Hospital of Zhejiang University Medical School, Hangzhou, 310003, China; State Key Laboratory of Chinese Medicine Modernization, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, 310058, China.
| |
Collapse
|
21
|
Khendek L, Castro-Rojas C, Nelson C, Alquraish M, Karns R, Kasten J, Teng X, Miethke AG, Taylor AE. Quantitative fibrosis identifies biliary tract involvement and is associated with outcomes in pediatric autoimmune liver disease. Hepatol Commun 2025; 9:e0594. [PMID: 39670860 PMCID: PMC11637754 DOI: 10.1097/hc9.0000000000000594] [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: 05/15/2024] [Accepted: 10/15/2024] [Indexed: 12/14/2024] Open
Abstract
BACKGROUND Children with autoimmune liver disease (AILD) may develop fibrosis-related complications necessitating a liver transplant. We hypothesize that tissue-based analysis of liver fibrosis by second harmonic generation (SHG) microscopy with artificial intelligence analysis can yield prognostic biomarkers in AILD. METHODS Patients from single-center studies with unstained slides from clinically obtained liver biopsies at AILD diagnosis were identified. Baseline demographics and liver biochemistries at diagnosis and 1 year were collected. Clinical endpoints studied included the presence of varices, variceal bleeding, ascites, HE, and liver transplant. In collaboration with HistoIndex, unstained slides underwent SHG/artificial intelligence analysis to map fibrosis according to 10 quantitative fibrosis parameters based on tissue location, including total, periportal, perisinusoidal, and pericentral area and length of strings. RESULTS Sixty-three patients with AIH (51%), primary sclerosing cholangitis (30%), or autoimmune sclerosing cholangitis (19%) at a median of 14 years old (range: 3-24) were included. An unsupervised analysis of quantitative fibrosis parameters representing total and portal fibrosis identified a patient cluster with more primary sclerosing cholangitis/autoimmune sclerosing cholangitis. This group had more fibrosis at diagnosis by METAVIR classification of histopathological review of biopsies (2.5 vs. 2; p = 0.006). This quantitative fibrosis pattern also predicted abnormal 12-month ALT with an OR of 3.6 (1.3-10, p = 0.014), liver complications with an HR of 3.2 (1.3-7.9, p = 0.01), and liver transplantation with an HR of 20.1 (3-135.7, p = 0.002). CONCLUSIONS The application of SHG/artificial intelligence algorithms in pediatric-onset AILD provides improved insight into liver histopathology through fibrosis mapping. SHG allows objective identification of patients with biliary tract involvement, which may be associated with a higher risk for refractory disease.
Collapse
Affiliation(s)
- Leticia Khendek
- Department of Pediatrics, Division of Gastroenterology, Hepatology, and Nutrition, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio, USA
- Center for Autoimmune Liver Disease (CALD), Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio, USA
| | - Cyd Castro-Rojas
- Department of Pediatrics, Division of Gastroenterology, Hepatology, and Nutrition, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio, USA
- Center for Autoimmune Liver Disease (CALD), Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio, USA
| | - Constance Nelson
- Department of Pediatrics, Division of Gastroenterology, Hepatology, and Nutrition, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio, USA
- Center for Autoimmune Liver Disease (CALD), Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio, USA
| | - Mosab Alquraish
- Department of Pediatrics, Division of Gastroenterology, Hepatology, and Nutrition, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio, USA
- Center for Autoimmune Liver Disease (CALD), Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio, USA
| | - Rebekah Karns
- Center for Autoimmune Liver Disease (CALD), Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio, USA
- Department of Pediatrics, Division of Biostatistics and Epidemiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio, USA
| | - Jennifer Kasten
- Department of Pediatrics, Division of Pathology, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio, USA
| | - Xiao Teng
- HistoIndex Pte Ltd, Singapore, Singapore
| | - Alexander G. Miethke
- Department of Pediatrics, Division of Gastroenterology, Hepatology, and Nutrition, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio, USA
- Center for Autoimmune Liver Disease (CALD), Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Amy E. Taylor
- Department of Pediatrics, Division of Gastroenterology, Hepatology, and Nutrition, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio, USA
- Center for Autoimmune Liver Disease (CALD), Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| |
Collapse
|
22
|
Patel K, Asrani SK, Fiel MI, Levine D, Leung DH, Duarte-Rojo A, Dranoff JA, Nayfeh T, Hasan B, Taddei TH, Alsawaf Y, Saadi S, Majzoub AM, Manolopoulos A, Alzuabi M, Ding J, Sofiyeva N, Murad MH, Alsawas M, Rockey DC, Sterling RK. Accuracy of blood-based biomarkers for staging liver fibrosis in chronic liver disease: A systematic review supporting the AASLD Practice Guideline. Hepatology 2025; 81:358-379. [PMID: 38489517 DOI: 10.1097/hep.0000000000000842] [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: 11/08/2023] [Accepted: 02/19/2024] [Indexed: 03/17/2024]
Abstract
BACKGROUND AND AIMS Blood-based biomarkers have been proposed as an alternative to liver biopsy for noninvasive liver disease assessment in chronic liver disease. Our aims for this systematic review were to evaluate the diagnostic utility of selected blood-based tests either alone, or in combination, for identifying significant fibrosis (F2-4), advanced fibrosis (F3-4), and cirrhosis (F4), as compared to biopsy in chronic liver disease. APPROACH AND RESULTS We included a comprehensive search of databases including Ovid MEDLINE(R), EMBASE, Cochrane Database, and Scopus through to April 2022. Two independent reviewers selected 286 studies with 103,162 patients. The most frequently identified studies included the simple aspartate aminotransferase-to-platelet ratio index and fibrosis (FIB)-4 markers (with low-to-moderate risk of bias) in HBV and HCV, HIV-HCV/HBV coinfection, and NAFLD. Positive (LR+) and negative (LR-) likelihood ratios across direct and indirect biomarker tests for HCV and HBV for F2-4, F3-4, or F4 were 1.66-6.25 and 0.23-0.80, 1.89-5.24 and 0.12-0.64, and 1.32-7.15 and 0.15-0.86, respectively; LR+ and LR- for NAFLD F2-4, F3-4, and F4 were 2.65-3.37 and 0.37-0.39, 2.25-6.76 and 0.07-0.87, and 3.90 and 0.15, respectively. Overall, the proportional odds ratio indicated FIB-4 <1.45 was better than aspartate aminotransferase-to-platelet ratio index <0.5 for F2-4. FIB-4 >3.25 was also better than aspartate aminotransferase-to-platelet ratio index >1.5 for F3-4 and F4. There was limited data for combined tests. CONCLUSIONS Blood-based biomarkers are associated with small-to-moderate change in pretest probability for diagnosing F2-4, F3-4, and F4 in viral hepatitis, HIV-HCV coinfection, and NAFLD, with limited comparative or combination studies for other chronic liver diseases.
Collapse
Affiliation(s)
- Keyur Patel
- Department of Medcine, Division of Gastroenterology and Hepatology, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Sumeet K Asrani
- Department of Medicine, Division of Hepatology, Baylor University Medical Center, Dallas, Texas, USA
| | - Maria Isabel Fiel
- Department of Pathology, Molecular and Cell-Based Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Deborah Levine
- Department of Radiology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Daniel H Leung
- Department of Pediatrics, Baylor College of Medicine and Division of Gastroenterology, Hepatology and Nutrition, Texas Children's Hospital, Houston, Texas, USA
| | - Andres Duarte-Rojo
- Division of Gastroenterology and Hepatology, Northwestern Medicine and Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Jonathan A Dranoff
- Yale School of Medicine, Department of Internal Medicine, Section of Digestive Diseases, New Haven, Connecticut, USA
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Tarek Nayfeh
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Bashar Hasan
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Tamar H Taddei
- Yale School of Medicine, Department of Internal Medicine, Section of Digestive Diseases, New Haven, Connecticut, USA
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Yahya Alsawaf
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Samer Saadi
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
| | | | | | - Muayad Alzuabi
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Jingyi Ding
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Nigar Sofiyeva
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Mohammad H Murad
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Mouaz Alsawas
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
- Department of Medicine, Section of Hepatology, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Don C Rockey
- Department of Medicine, Digestive Disease Research Center, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Richard K Sterling
- Department of Medicine, Section of Hepatology, Virginia Commonwealth University, Richmond, Virginia, USA
| |
Collapse
|
23
|
Dajti E, Serenari M, Malvi D, Dajti G, Ravaioli F, Colecchia L, Marasco G, Caputo F, Renzulli M, Vasuri F, Vestito A, Azzaroli F, Barbara G, Ravaioli M, Festi D, D'Errico A, Cescon M, Colecchia A. Porto-sinusoidal vascular disorder in surgical candidates for liver metastases: Prevalence, noninvasive diagnosis, and burden on surgical outcomes. Liver Transpl 2025; 31:58-69. [PMID: 39311847 DOI: 10.1097/lvt.0000000000000489] [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: 08/23/2024] [Accepted: 08/27/2024] [Indexed: 12/13/2024]
Abstract
Chemotherapy can cause vascular and metabolic liver injury in patients with liver metastases, but scarce data are available. We aimed to (i) describe the prevalence of porto-sinusoidal vascular disorder (PSVD) among patients undergoing resection for liver metastases; and (ii) assess whether liver (LSM) and spleen stiffness measurements could diagnose PSVD and predict postoperative complications. This is a prospective single-center study enrolling consecutive patients undergoing hepatic resection for metastases at a tertiary center. For each patient, we evaluated previous exposure to chemotherapy, comorbidities, elastography, type of surgery, histological features at the resection specimen, morbidity (post-hepatectomy liver failure and major complications according to Clavien-Dindo), and 90-day survival. Sixty-eight patients were included, of whom 60 (88%) had received chemotherapy. Twenty-nine (44%) patients had PSVD. Spleen stiffness measurements <21 kPa (negative predictive value 87%) and >40 kPa (positive predictive value 100%) could accurately diagnose PSVD. PSVD significantly increased the risk of post-hepatectomy liver failure (22% vs. 45%) and major complications (11% vs. 31%). Preoperative LSM was associated with postoperative morbidity. The cutoff LSMs <4.5 and >8 kPa predicted the risk of clinically significant post-hepatectomy liver failure (0%, 11%, and 33% in LSM <4.5, 4.5-8, and >8 kPa, respectively) and major complications (0%, 25%, 44% in LSM <4.5, 4.5-8, and >8 kPa, respectively). PSVD is very common among patients undergoing liver surgery for metastases, and it is associated with increased morbidity. LSM and spleen stiffness measurements can correctly identify patients with PSVD and those at risk of clinically relevant postoperative complications.
Collapse
Affiliation(s)
- Elton Dajti
- Gastroenterology Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, Italy
| | - Matteo Serenari
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, Italy
- General Surgery and Transplant Unit, IRCCS, Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Deborah Malvi
- Pathology Unit, IRCCS, Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Gerti Dajti
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, Italy
| | - Federico Ravaioli
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, Italy
- Division of Internal Medicine, Hepatobiliary and Immunoallergic Diseases, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Luigi Colecchia
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, Italy
| | - Giovanni Marasco
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, Italy
- IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Francesca Caputo
- General Surgery and Transplant Unit, IRCCS, Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Matteo Renzulli
- Department of Radiology, IRCSS Azienda Ospedaliero Universitaria di Bologna, Bologna, Italy
| | - Francesco Vasuri
- Pathology Unit, IRCCS, Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Amanda Vestito
- Gastroenterology Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Francesco Azzaroli
- Gastroenterology Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, Italy
| | - Giovanni Barbara
- Gastroenterology Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, Italy
| | - Matteo Ravaioli
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, Italy
- General Surgery and Transplant Unit, IRCCS, Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Davide Festi
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, Italy
| | - Antonietta D'Errico
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, Italy
- Pathology Unit, IRCCS, Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Matteo Cescon
- Department of Medical and Surgical Sciences (DIMEC), University of Bologna, Bologna, Italy
- General Surgery and Transplant Unit, IRCCS, Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Antonio Colecchia
- Department of Medical Specialities, University Hospital of Modena, University of Modena & Reggio Emilia, Modena, Italy
| |
Collapse
|
24
|
Nakamura Y, Hirooka M, Koizumi Y, Yano R, Imai Y, Watanabe T, Yoshida O, Tokumoto Y, Abe M, Hiasa Y. Diagnostic accuracy of ultrasound-derived fat fraction for the detection and quantification of hepatic steatosis in patients with liver biopsy. J Med Ultrason (2001) 2025; 52:85-94. [PMID: 38918301 DOI: 10.1007/s10396-024-01472-6] [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: 01/05/2024] [Accepted: 05/13/2024] [Indexed: 06/27/2024]
Abstract
PURPOSE This retrospective study was conducted to investigate the diagnostic accuracy of ultrasound-derived fat fraction (UDFF) for grading hepatic steatosis using liver histology as the reference standard. METHODS Seventy-three patients with liver disease were assessed using UDFF and liver biopsy. Pearson's test and the Bland-Altman plot were used to assess the correlation between UDFF and histological fat content in liver sections. The UDFF cutoff values for histologically proven steatosis grades were determined using the area under the receiver operating characteristic curve (AUROC). RESULTS The median age of the patients was 66 (interquartile range 54-74) years, and 33 (45%) were females. The UDFF values showed a stepwise increase with increasing steatosis grade (p < .001) and were strongly correlated with the histological fat content (r = .7736, p < .001). The Bland-Altman plot revealed a mean bias of 2.384% (95% limit of agreement, - 6.582 to 11.351%) between them. Univariate regression analysis revealed no significant predictors of divergence. The AUROCs for distinguishing steatosis grades of ≥ 1, ≥2, and 3 were 0.956 (95% confidence interval [CI], 0.910-1.00), 0.926 (95% CI, 0.860-0.993), and 0.971 (95% CI, 0.929-1.000), respectively. The UDFF cutoff value of > 6% had a sensitivity and specificity of 94.8% and 82.3%, respectively, for diagnosing steatosis grade ≥ 1. There was no association between UDFF and the fibrosis stage. CONCLUSION UDFF shows strong agreement with the histological fat content and excellent diagnostic accuracy for grading steatosis. UDFF is a promising tool for detecting and quantifying hepatic steatosis in clinical practice.
Collapse
Affiliation(s)
- Yoshiko Nakamura
- Department of Gastroenterology and Metabology, Ehime University Graduate School of Medicine, 454 Toon, Ehime, 791-0295, Japan
| | - Masashi Hirooka
- Department of Gastroenterology and Metabology, Ehime University Graduate School of Medicine, 454 Toon, Ehime, 791-0295, Japan.
| | - Yohei Koizumi
- Department of Gastroenterology and Metabology, Ehime University Graduate School of Medicine, 454 Toon, Ehime, 791-0295, Japan
| | - Ryo Yano
- Department of Gastroenterology and Metabology, Ehime University Graduate School of Medicine, 454 Toon, Ehime, 791-0295, Japan
| | - Yusuke Imai
- Department of Gastroenterology and Metabology, Ehime University Graduate School of Medicine, 454 Toon, Ehime, 791-0295, Japan
| | - Takao Watanabe
- Department of Gastroenterology and Metabology, Ehime University Graduate School of Medicine, 454 Toon, Ehime, 791-0295, Japan
| | - Osamu Yoshida
- Department of Gastroenterology and Metabology, Ehime University Graduate School of Medicine, 454 Toon, Ehime, 791-0295, Japan
| | - Yoshio Tokumoto
- Department of Gastroenterology and Metabology, Ehime University Graduate School of Medicine, 454 Toon, Ehime, 791-0295, Japan
| | - Masanori Abe
- Department of Gastroenterology and Metabology, Ehime University Graduate School of Medicine, 454 Toon, Ehime, 791-0295, Japan
| | - Yoichi Hiasa
- Department of Gastroenterology and Metabology, Ehime University Graduate School of Medicine, 454 Toon, Ehime, 791-0295, Japan
| |
Collapse
|
25
|
Parada Vázquez P, Pérez-Cachafeiro S, Castiñeira Domínguez B, González-Pérez JM, Mera Calviño JM, Souto-Rodríguez R, Falagán Cachafeiro Y, Pérez-Medrano I, Vázquez-Temprano N, Trigo M, Carrodeguas A, González-Sánchez JL, Durán-Parrondo C, Turnes J. Artificial intelligence-assisted identification and retrieval of chronic hepatitis C patients lost to follow-up in the health area of Pontevedra and O Salnés (Spain). GASTROENTEROLOGIA Y HEPATOLOGIA 2025; 48:502226. [PMID: 38950646 DOI: 10.1016/j.gastrohep.2024.502226] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Revised: 06/18/2024] [Accepted: 06/21/2024] [Indexed: 07/03/2024]
Abstract
OBJECTIVE Direct-acting antivirals (DAAs) to treat hepatitis C virus (HCV) infection offer an opportunity to eliminate the disease. This study aimed to identify and relink to care HCV patients previously lost to medical follow-up in the health area of Pontevedra and O Salnés (Spain) using an artificial intelligence-assisted system. PATIENTS AND METHODS Active retrospective search of previously diagnosed HCV cases recorded in the Galician Health Service proprietary health information exchange database using the Herramientas para la EXplotación de la INformación (HEXIN) application. RESULTS AND CONCLUSIONS Out of 99 lost patients identified, 64 (64.6%) were retrieved. Of these, 62 (96.88%) initiated DAA treatment and 54 patients (87.1%) achieved a sustained virological response. Mean time from HCV diagnosis was over 10 years. Main reasons for loss to follow-up were fear of possible adverse effects of treatment (30%) and mobility impediments (21%). Among the retrieved patients, almost one in three presented advanced liver fibrosis (F3) or cirrhosis (F4) at evaluation. In sum, HCV patients lost to follow-up can be retrieved by screening past laboratory records. This strategy promotes the achievement of HCV elimination goals.
Collapse
Affiliation(s)
- Pablo Parada Vázquez
- Servicio de Aparato Digestivo del Complejo Hospitalario Universitario de Pontevedra/Instituto de Investigación Sanitaria Galicia Sur, Pontevedra, Spain
| | - Santiago Pérez-Cachafeiro
- Department of Preventive Medicine and Public Health, University of Santiago de Compostela, Santiago de Compostela, Spain; Admission Service, Complejo Hospitalario Universitario A Coruna, Coruna, Spain
| | - Belén Castiñeira Domínguez
- Servicio de Aparato Digestivo del Complejo Hospitalario Universitario de Pontevedra/Instituto de Investigación Sanitaria Galicia Sur, Pontevedra, Spain
| | - Juan Manuel González-Pérez
- Subdirección Xeral de Sistemas e Tecnoloxías de Información, Consellería de Sanidade, Xunta de Galicia, Spain
| | - José Manuel Mera Calviño
- Servicio de Aparato Digestivo del Complejo Hospitalario Universitario de Pontevedra/Instituto de Investigación Sanitaria Galicia Sur, Pontevedra, Spain
| | - Raquel Souto-Rodríguez
- Servicio de Aparato Digestivo del Complejo Hospitalario Universitario de Pontevedra/Instituto de Investigación Sanitaria Galicia Sur, Pontevedra, Spain
| | - Yolanda Falagán Cachafeiro
- Servicio de Aparato Digestivo del Complejo Hospitalario Universitario de Pontevedra/Instituto de Investigación Sanitaria Galicia Sur, Pontevedra, Spain
| | - Indhira Pérez-Medrano
- Servicio de Aparato Digestivo del Complejo Hospitalario Universitario de Pontevedra/Instituto de Investigación Sanitaria Galicia Sur, Pontevedra, Spain
| | - Nuria Vázquez-Temprano
- Unidad de Procesos Infecciosos, Complejo Hospitalario Universitario de Pontevedra, Spain
| | - Matilde Trigo
- Servicio de Microbiología, Complejo Hospitalario Universitario de Pontevedra, Spain
| | | | | | | | - Juan Turnes
- Servicio de Aparato Digestivo del Complejo Hospitalario Universitario de Pontevedra/Instituto de Investigación Sanitaria Galicia Sur, Pontevedra, Spain.
| |
Collapse
|
26
|
Magri A, Manfredi GF, Smirne C, Pigni S, Burlone ME, Bellan M, Vercellino N, Minisini R, Pirisi M. Impact of Age and Sex on Viral Load in Hepatitis C Virus Infection. Viruses 2024; 17:21. [PMID: 39861810 PMCID: PMC11769058 DOI: 10.3390/v17010021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2024] [Revised: 12/24/2024] [Accepted: 12/26/2024] [Indexed: 01/27/2025] Open
Abstract
The determinants of hepatitis C virus (HCV) viral load remain incompletely understood and may differ in females, who are relatively protected from the consequences of HCV infection during their reproductive years. We aimed to evaluate how age affects the relationship between sex and viral load. n = 922 patients (males n = 497, median age 62 years), all naïve to direct antiviral agents, were studied. Females were older (median age 68 vs. 57, p < 0.001) and had a higher prevalence of genotype 2 (33% vs. 20%, p < 0.001) than males; there was no difference between sexes regarding the METAVIR stage. The median HCV RNA concentration was 1.017 × 106 IU/mL (interquartile range, 0.286-2.400). Among males, the METAVIR stage was the strongest independent predictor of a high viral load (defined as the highest two quartiles), with advanced stages inversely associated with viral load (p = 0.008). In females, age was the only independent predictor, with women aged ≥55 years exhibiting higher loads (p = 0.009). These findings are consistent with data showing that estrogens exert an antiviral effect in in vitro models of HCV. Their declining levels after the menopause may explain the "catch-up" phase of HCV-related liver disease, observed in older women.
Collapse
Affiliation(s)
- Andrea Magri
- Department of Translational Medicine, Università del Piemonte Orientale, 28100 Novara, Italy; (A.M.); (G.F.M.); (C.S.); (S.P.); (M.E.B.); (M.B.); (N.V.); (R.M.)
- Nuffield Department of Medicine, University of Oxford, Oxford OX3 7JT, UK
| | - Giulia Francesca Manfredi
- Department of Translational Medicine, Università del Piemonte Orientale, 28100 Novara, Italy; (A.M.); (G.F.M.); (C.S.); (S.P.); (M.E.B.); (M.B.); (N.V.); (R.M.)
| | - Carlo Smirne
- Department of Translational Medicine, Università del Piemonte Orientale, 28100 Novara, Italy; (A.M.); (G.F.M.); (C.S.); (S.P.); (M.E.B.); (M.B.); (N.V.); (R.M.)
| | - Silvia Pigni
- Department of Translational Medicine, Università del Piemonte Orientale, 28100 Novara, Italy; (A.M.); (G.F.M.); (C.S.); (S.P.); (M.E.B.); (M.B.); (N.V.); (R.M.)
| | - Michela Emma Burlone
- Department of Translational Medicine, Università del Piemonte Orientale, 28100 Novara, Italy; (A.M.); (G.F.M.); (C.S.); (S.P.); (M.E.B.); (M.B.); (N.V.); (R.M.)
| | - Mattia Bellan
- Department of Translational Medicine, Università del Piemonte Orientale, 28100 Novara, Italy; (A.M.); (G.F.M.); (C.S.); (S.P.); (M.E.B.); (M.B.); (N.V.); (R.M.)
| | - Nicole Vercellino
- Department of Translational Medicine, Università del Piemonte Orientale, 28100 Novara, Italy; (A.M.); (G.F.M.); (C.S.); (S.P.); (M.E.B.); (M.B.); (N.V.); (R.M.)
| | - Rosalba Minisini
- Department of Translational Medicine, Università del Piemonte Orientale, 28100 Novara, Italy; (A.M.); (G.F.M.); (C.S.); (S.P.); (M.E.B.); (M.B.); (N.V.); (R.M.)
| | - Mario Pirisi
- Department of Translational Medicine, Università del Piemonte Orientale, 28100 Novara, Italy; (A.M.); (G.F.M.); (C.S.); (S.P.); (M.E.B.); (M.B.); (N.V.); (R.M.)
| |
Collapse
|
27
|
Sharma T, Ranawat P, Garg A, Rastogi P, Kaushal N. Short-chain fatty acids as a novel intervention for high-fat diet-induced metabolic syndrome. Mol Cell Biochem 2024:10.1007/s11010-024-05185-9. [PMID: 39709317 DOI: 10.1007/s11010-024-05185-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2024] [Accepted: 12/07/2024] [Indexed: 12/23/2024]
Abstract
Metabolic syndrome (MetS) is driven by a complex interplay of genetic, lifestyle, and dietary factors, leading to weight gain, insulin resistance, dyslipidemia, and chronic inflammation. Gut microbiota dysbiosis has been recently recognized as a key contributor to MetS, leading to advancements in gut microbiome-based interventions to improve health outcomes. Considering the unique challenges associated with the use of pre/probiotics, short-chain fatty acids (SCFA), also known as postbiotics, have emerged as promising therapeutic agents due to their role in modulating host metabolism and physiology. Considering this, the aim of the current study was to explore the therapeutic potential of SCFA (butyrate, propionate, and acetate) supplementation against a high-fat diet (HFD)-induced experimental model of MetS in male Wistar rats. Alterations in body weight, lipid profile, histopathology, and adipose tissue accumulation were assessed to establish SCFA-mediated amelioration of experimental MetS. Further, the enzymatic (GPx, Catalase, GR, and GST) and non-enzymatic (LPO, total ROS, and Redox ratio were evaluated. The results indicated that SCFA supplementation could effectively mitigate key features of MetS. A significant reduction in body weight gain and fasting blood glucose levels, along with markedly lowered triglycerides, total cholesterol, and LDL levels, with partial restoration of HDL levels was observed following SCFA supplementation. SCFA administration also attenuated MetS-associated hepatic damage as studied by histopathological investigation and analysis of liver function marker enzyme activities. Such ameliorative effects of SCFA against HFD-induced MetS were owed to potential redox modulation studied using enzymatic and non-enzymatic oxidative stress markers. In conclusion, the study's outcomes show that SCFA supplementation could potentially be used against managing MetS. It underscores the therapeutic potential of SCFA by placing them as a novel gut microbiome-based dietary approach to improve metabolic health and reduce the risk of MetS-associated complications. However, more detailed mechanistic explorations are warranted in the future, leading to their beneficial role in MetS contributing to holistic health outcomes.
Collapse
Affiliation(s)
- Tanvi Sharma
- Department of Biophysics, Panjab University, Chandigarh, 160014, India
| | - Pavitra Ranawat
- Department of Biophysics, Panjab University, Chandigarh, 160014, India
| | - Ayushi Garg
- Department of Biophysics, Panjab University, Chandigarh, 160014, India
| | - Pulkit Rastogi
- Department of Hematology, Post Graduate Institute of Medical Education and Research (PGIMER), Chandigarh, 160012, India
| | - Naveen Kaushal
- Department of Biophysics, Panjab University, Chandigarh, 160014, India.
| |
Collapse
|
28
|
Lavrut PM, Guillaud O, Dumortier J, Mintz E, Brun V, Heissat S, Couchonnal Bedoya E, Lachaux A, Bost M, Hervieu V. Histological features of liver disease development in the Atp7b -/- mouse: a model of Wilson's disease. J Clin Pathol 2024; 78:51-56. [PMID: 37968102 PMCID: PMC11672018 DOI: 10.1136/jcp-2023-209190] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Accepted: 10/25/2023] [Indexed: 11/17/2023]
Abstract
AIMS Wilson's disease (WD) is caused by mutations in the ATP7B gene, resulting in copper accumulation and toxicity in liver and brain tissues. Due to the initial asymptomatic liver involvement, the progression of liver injuries in WD stays primarily unknown. Atp7b-/- knockout mice have been shown to be an appropriate model of WD for liver involvement. METHODS A total of 138 Atp7b-/- mice were included and separated into five groups according to age as follows: 6, 20, 39 and 50 weeks without treatment, and 50 weeks with copper chelator treatment from 39 to 50 weeks of age and compared with 101 wild-type (WT) mice at the same stages. The evolution of histological liver lesions was analysed and compared between groups. RESULTS Significant changes were observed in Atp7b-/- mice compared with WT. Copper deposits in hepatocytes appeared as early as 6 weeks but no significant increase over time was observed. Inflammation appeared as early as 6 weeks and progressed henceforth. Lobular and periportal acidophilic bodies appeared after 20 weeks. Significant atypia was also observed at 20 weeks and increased over time to reach a severe stage at 39 weeks. Fibrosis also became apparent at 20 weeks, progressing subsequently to precirrhotic stages at 50 weeks. Copper content, inflammation and fibrosis scores were significantly reduced in the treated group. No bile duct lesions or dysplastic changes were noted. CONCLUSIONS Copper accumulation leads to progressive changes in Atp7b-/- mice regarding inflammation, fibrosis and atypia. The severity of liver damage is lessened by chelation therapy.
Collapse
Affiliation(s)
- Pierre-Marie Lavrut
- Department of Pathology, Hospices Civils de Lyon, Lyon, Auvergne-Rhône-Alpes, France
| | - Olivier Guillaud
- National Reference Center for Wilson’s disease, Hospices Civils de Lyon, Lyon, Auvergne-Rhône-Alpes, France
- Ramsay Générale de Santé, Clinique de la Sauvegarde, Lyon, Rhône-Alpes, France
| | - Jérôme Dumortier
- Department of digestive diseases, Hospices Civils de Lyon, Hôpital Edouard Herriot, Hospices Civils de Lyon, Lyon, Auvergne-Rhône-Alpes, France
- Université de Lyon, Lyon, Auvergne-Rhône-Alpes, France
| | - Elisabeth Mintz
- CEA, CNRS, IRIG, LCBM, Universite Grenoble Alpes, Grenoble, Auvergne-Rhône-Alpes, France
| | - Virginie Brun
- CEA, Inserm, IRIG, BioSanté U1292, University Grenoble Alpes, Grenoble, Auvergne-Rhône-Alpes, France
| | - Sophie Heissat
- National Reference Center for Wilson’s disease, Hospices Civils de Lyon, Lyon, Auvergne-Rhône-Alpes, France
| | - Eduardo Couchonnal Bedoya
- National Reference Center for Wilson’s disease, Hospices Civils de Lyon, Lyon, Auvergne-Rhône-Alpes, France
| | - Alain Lachaux
- National Reference Center for Wilson’s disease, Hospices Civils de Lyon, Lyon, Auvergne-Rhône-Alpes, France
- Université de Lyon, Lyon, Auvergne-Rhône-Alpes, France
| | - Muriel Bost
- National Reference Center for Wilson’s disease, Hospices Civils de Lyon, Lyon, Auvergne-Rhône-Alpes, France
- Laboratory of Trace Element and Toxic Metal Analysis, Hospices Civils de Lyon, Lyon, Auvergne-Rhône-Alpes, France
| | - Valerie Hervieu
- Department of Pathology, Hospices Civils de Lyon, Lyon, Auvergne-Rhône-Alpes, France
- Université de Lyon, Lyon, Auvergne-Rhône-Alpes, France
| |
Collapse
|
29
|
Allegra S, Comità S, Roetto A, De Francia S. Sex and Gender Differences in Iron Chelation. Biomedicines 2024; 12:2885. [PMID: 39767791 PMCID: PMC11673655 DOI: 10.3390/biomedicines12122885] [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: 11/26/2024] [Revised: 12/13/2024] [Accepted: 12/17/2024] [Indexed: 01/11/2025] Open
Abstract
BACKGROUND/OBJECTIVES In the absence of physiological mechanisms to excrete excessive iron, the administration of iron chelation therapy is necessary. Age and hormones have an impact on the absorption, distribution, metabolism, and excretion of the medications used to treat iron excess, resulting in notable sex- and gender-related variances. METHODS Here, we aimed to review the literature on sex and gender in iron overload assessment and treatment. RESULTS The development of iron chelators has shown to be a successful therapy for lowering the body's iron levels and averting the tissue damage and organ failure that follows. Numerous studies have described how individual factors can impact chelation treatment, potentially impact therapeutic response, and/or result in inadequate chelation or elevated toxicity; however, most of these data have not considered male and female patients as different groups, and particularly, the effect of hormonal variations in women have never been considered. CONCLUSIONS An effective iron chelation treatment should take into account sex and gender differences.
Collapse
Affiliation(s)
- Sarah Allegra
- Department of Clinical and Biological Sciences, University of Turin, San Luigi Gonzaga University Hospital, 10043 Orbassano, Italy; (S.C.); (A.R.); (S.D.F.)
| | | | | | | |
Collapse
|
30
|
Nakayama T, Krist DT, Akabane M, Imaoka Y, Esquivel CO, Kwong AJ, Kwo PY, Melcher ML, Sasaki K. Hepatitis C-positive grafts for hepatitis C-negative recipients in liver transplantation: Buried treasure or depleting resource? Liver Transpl 2024:01445473-990000000-00537. [PMID: 39679922 DOI: 10.1097/lvt.0000000000000557] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2024] [Accepted: 12/07/2024] [Indexed: 12/17/2024]
Abstract
Long-term outcomes of using HCV-positive donors in HCV-negative recipients in liver transplantation (LT) are not well established. Data from the United Network for Organ Sharing (UNOS) database between July 1, 2015, and December 31, 2023, were analyzed. The cohort included 44,447 HCV antibody-negative (Ab-) candidates who underwent deceased donor LT. Changes in case numbers and utilization rates of HCV-positive donors, divided into HCV-viremic (NAT+) or Ab+ nonviremic (Ab+/NAT-), were assessed. Kaplan-Meier analysis and propensity score matching were used to evaluate 5-year graft survival. The number of HCV-viremic donation after brain death (DBD) donors and their use in LT for HCV Ab- recipients peaked at 640 donors in 2019 and 289 LTs in 2022. In contrast, Ab+ nonviremic DBD donations are rising, with 536 donors and 284 LTs in 2023. The utilization rate of viremic DBD grafts has continuously decreased despite increased willingness by waitlist candidates to accept them. HCV-positive donation after circulatory death donors were seldom utilized in the study period. The 5-year graft survival rates for HCV-viremic, Ab+ nonviremic, and naïve donors were not significantly different in either DBD ( p = 0.56) or donation after circulatory death ( p = 0.52). Furthermore, Ishak stage 2 or 3 fibrotic DBD grafts had similar 5-year graft survival to nonfibrotic grafts. The findings suggest that the long-term outcome of using HCV-viremic DBD or donation after circulatory death grafts for HCV-negative recipients is comparable to that of other graft types and that fibrotic grafts have the potential to expand the DBD donor pool.
Collapse
Affiliation(s)
- Toshihiro Nakayama
- Division of Abdominal Transplant, Department of Surgery, Stanford University, Stanford, California, USA
| | - David T Krist
- Division of Abdominal Transplant, Department of Surgery, Stanford University, Stanford, California, USA
| | - Miho Akabane
- Division of Abdominal Transplant, Department of Surgery, Stanford University, Stanford, California, USA
| | - Yuki Imaoka
- Division of Abdominal Transplant, Department of Surgery, Stanford University, Stanford, California, USA
| | - Carlos O Esquivel
- Division of Abdominal Transplant, Department of Surgery, Stanford University, Stanford, California, USA
| | - Allison J Kwong
- Division of Gastroenterology and Hepatology, Department of Medicine, Stanford University, Stanford, California, USA
| | - Paul Y Kwo
- Division of Gastroenterology and Hepatology, Department of Medicine, Stanford University, Stanford, California, USA
| | - Marc L Melcher
- Division of Abdominal Transplant, Department of Surgery, Stanford University, Stanford, California, USA
| | - Kazunari Sasaki
- Division of Abdominal Transplant, Department of Surgery, Stanford University, Stanford, California, USA
| |
Collapse
|
31
|
Choi J, Choi H, Jang Y, Paik HG, Kwon HS, Kwon J. Fermented Gold Kiwifruit Protects Mice Against Non-Alcoholic Fatty Liver Disease in a High-Fat Diet Model. APPLIED SCIENCES 2024; 14:11503. [DOI: 10.3390/app142411503] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
Abstract
Gold kiwifruit is known for its high vitamin C content and various benefits. This study investigated the effects and molecular mechanisms of fermented gold kiwifruit (FGK) in a mouse model of high-fat diet (HFD)-induced obesity and hepatic steatosis. FGK powder was prepared using five strains of lactic acid bacteria: L. paracasei, Lc. lactis, L. acidophilus, L. casei, and L. helveticus. ICR mice were fed an HFD for 8 weeks to induce obesity and hepatic steatosis, and FGK supplementation was evaluated for its therapeutic potential. FGK administration significantly reduced serum levels of alanine aminotransferase (ALT), aspartate aminotransferase (AST), total cholesterol, triglyceride, and glucose compared to the HFD-only group. Histopathological analysis showed that FGK reduced lipid accumulation and hepatic lesions, as confirmed by hematoxylin and eosin (H&E) staining. Furthermore, administration of FGK activated the sirtuin 1(SIRT1)/adenosine monophosphate-activated protein kinase (AMPK) pathway and inhibited expression of the pro-inflammatory cytokines such as IL-1β, IL-6, and TNF-α in liver tissue. These findings suggest that FGK could reduce the severity of non-alcoholic fatty liver disease (NAFLD) by inhibiting fat synthesis, promoting fat breakdown, and suppressing inflammation in HFD-induced obese mice.
Collapse
Affiliation(s)
- Jihye Choi
- Department of Laboratory Animal Medicine, College of Veterinary Medicine, Jeonbuk National University, Iksan-si 54596, Jeollabuk-do, Republic of Korea
| | - Hwal Choi
- Department of Laboratory Animal Medicine, College of Veterinary Medicine, Jeonbuk National University, Iksan-si 54596, Jeollabuk-do, Republic of Korea
| | - Yuseong Jang
- Department of Laboratory Animal Medicine, College of Veterinary Medicine, Jeonbuk National University, Iksan-si 54596, Jeollabuk-do, Republic of Korea
| | - Hyeon-Gi Paik
- Department of Laboratory Animal Medicine, College of Veterinary Medicine, Jeonbuk National University, Iksan-si 54596, Jeollabuk-do, Republic of Korea
| | - Hyuck-Se Kwon
- R&D Team, Food & Supplement Health Claims, Vitech, #602 Giyeon B/D 141 Anjeon-ro, Iseo-myeon, Wanju-gun 55365, Jeollabuk-do, Republic of Korea
| | - Jungkee Kwon
- Department of Laboratory Animal Medicine, College of Veterinary Medicine, Jeonbuk National University, Iksan-si 54596, Jeollabuk-do, Republic of Korea
| |
Collapse
|
32
|
Tan Y, Zhang X. Diagnostic accuracy of FibroScan-AST (FAST) score, non-alcoholic fatty liver fibrosis score (NFS), FibroScan, and liver fibrosis index (FIB-4) for identifying fibrotic non-alcoholic steatohepatitis in patients with chronic hepatitis B with metabolic dysfunction-associated fatty liver disease. Ann Med 2024; 56:2420858. [PMID: 39460547 PMCID: PMC11514388 DOI: 10.1080/07853890.2024.2420858] [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: 10/11/2023] [Revised: 06/19/2024] [Accepted: 09/10/2024] [Indexed: 10/28/2024] Open
Abstract
OBJECTIVE To evaluate the diagnostic value of the FibroScan-AST (FAST) score, non-alcoholic fatty liver fibrosis score (NFS), FibroScan, and liver fibrosis index (FIB-4) for identifying fibrotic non-alcoholic steatohepatitis (NASH) in patients with chronic hepatitis B (CHB) with metabolic dysfunction-associated fatty liver disease (MAFLD). METHODS All patients with CHB and MAFLD who underwent liver biopsy at the Zhenjiang Third Hospital affiliated with Jiangsu University between August 2010 and December 2022 were included in the analysis. The diagnostic accuracy of FAST, NFS, FibroScan, and FIB-4 for diagnosing NASH and liver fibrosis were evaluated based on the area under the receiver-operating characteristic curve (AUC). RESULTS A total of 156 patients with CHB combined with MAFLD were included, including 69 with NASH and fibrosis stage 2 or higher (NASH+F ≥ 2), and 16 with NASH and cirrhosis (NASH+F4). The AUC of FAST, NFS, liver stiffness measurement (LSM), and FIB-4 for diagnosing NASH+F ≥ 2 was 0.739 (p < 0.001), 0.643 (p = 0.006), 0.754 (p < 0.001), and 0.665 (p = 0.003), respectively. The specificity of FAST, NFS, LSM, and FIB-4 was 67%, 51.8%, 78.6% and 76.8%, respectively, and the sensitivity was 75%, 78.6%, 67.9%, and 53.6%, respectively. No significant differences were found between groups. The AUC of FAST, NFS, LSM, and FIB-4 for diagnosing NASH+F4 was 0.650 (p = 0.038), 0.725 (p = 0.001), 0.851 (p < 0.001), and 0.560 (p = 0.533), respectively. The specificity of the FAST, NFS, LSM, and FIB-4 was 55.9%, 50.0%, 71.6%, and 75.5%, respectively and the sensitivity was 80.0%, 100%, 100%, and 50.0%, respectively. The differences between AUCs of FIB-4 and FAST compared with LSM were 0.291 and 0.201, respectively (p < 0.05). CONCLUSION In patients with CHB combined with MAFLD, FAST did not have better accuracy than NFS and FIB-4 for predicting fibrotic NASH, whereas LSM had better accuracy than FAST and FIB-4.
Collapse
Affiliation(s)
- Youwen Tan
- Department of Hepatology, The Third Hospital of Zhenjiang Affiliated Jiangsu University, Zhenjiang, China
| | - Xinyue Zhang
- Department of Hepatology, The Third Hospital of Zhenjiang Affiliated Jiangsu University, Zhenjiang, China
| |
Collapse
|
33
|
Wang J, Cao L, Liu F, Li C, Zhao P, Li Z, Lu X, Ye X, Bao J. A Multi-Institutional Study on Ultrasound Image Analysis for Staging HBV-Derived Liver Fibrosis: A Potential Noninvasive Alternative to Liver Stiffness Measurement. Clin Transl Gastroenterol 2024; 15:e00780. [PMID: 39466667 DOI: 10.14309/ctg.0000000000000780] [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: 05/28/2024] [Accepted: 10/04/2024] [Indexed: 10/30/2024] Open
Abstract
INTRODUCTION Liver stiffness measurement is principal for staging liver fibrosis but not included in routine examinations. We investigated whether comparable diagnostic performance can be achieved by mining ultrasound images and developing a novel serum index (NSI). METHODS Texture features were extracted from ultrasound images. Spearman correlation and logistics regression selected independent variables for significant (F ≥ 2) and advanced (F ≥ 3) fibrosis. We compared the diagnostic performance of transient elastography (TE), ultrasound image biomarker, conventional serum indices (aspartate aminotransferase-to-platelet ratio index, fibrosis-4 index, gamma-glutamyl transpeptidase-to-platelet ratio), and NSI in 365 patients with chronic hepatitis B. RESULTS Among patients, 52.1% had significant fibrosis and 24.2% had advanced fibrosis. PLT, gamma-glutamyl transferase, prealbumin, and globulin were incorporated into NSI. In the validation group, TE achieved the best performance (area under the curve [AUC]: 0.765 [0.690-0.849] for significant fibrosis; 0.812 [0.745-0.878] for advanced fibrosis), followed by ultrasound image biomarker (AUC: 0.712 [0.629-0.795]; 0.678 [0.595-0.763]) and NSI (AUC: 0.630 [0.534-0.725]; 0.659 [0.572-0.745]), outperforming conventional indices. DISCUSSION Texture analysis enhances ultrasound's diagnostic utility, but TE remains superior. When TE is unavailable, ultrasound image analysis and NSI, incorporating prealbumin, can serve as alternative tools for fibrosis staging.
Collapse
Affiliation(s)
- Jincheng Wang
- Graduate School of Medical Science and Engineering, Hokkaido University, Sapporo, Japan
| | - Lihua Cao
- Liver Disease Center, Qinhuangdao Third Hospital, Qinhuangdao, Hebei, China
| | - Fang Liu
- Hangzhou Xixi Hospital, Hangzhou Sixth People's Hospital, Hangzhou Xixi Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China
| | - Chunhui Li
- Liver Disease Center, Qinhuangdao Third Hospital, Qinhuangdao, Hebei, China
| | - Peng Zhao
- Department of Medical Imaging, The Fourth People's Hospital of Huai'an, Huai'an, China
| | - Zhaoyi Li
- Hangzhou Xixi Hospital, Hangzhou Sixth People's Hospital, Hangzhou Xixi Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China
| | - Xiaojie Lu
- Graduate School of Medical Science and Engineering, Hokkaido University, Sapporo, Japan
| | - Xiaohang Ye
- Department of Medical Imaging, The Fourth People's Hospital of Huai'an, Huai'an, China
| | - Jianfeng Bao
- Hangzhou Xixi Hospital, Hangzhou Sixth People's Hospital, Hangzhou Xixi Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China
| |
Collapse
|
34
|
Nyholm I, Hukkinen M, Pakarinen MP. Predicting and managing liver fibrosis in biliary atresia. Semin Pediatr Surg 2024; 33:151473. [PMID: 39884181 DOI: 10.1016/j.sempedsurg.2025.151473] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2024] [Accepted: 01/07/2025] [Indexed: 02/01/2025]
Abstract
Regardless of the underlying etiology and success of PE, progressive liver fibrosis and eventually cirrhosis represent the dominant pathology and the end-stage of BA. Ascending bile duct injury-induced cholestasis, inflammation and ductular reaction provide profibrogenic cytokine environment leading to myofibroblast activation and rapid progression of fibrosis especially after unsuccessful portoenterostomy. Although liver fibrosis and development of cirrhosis play a crucial role in determining BA outcomes, the exact prognostic significance and dynamics of mild to moderate liver fibrosis remain unclear. Manual scoring systems categorizing the degree of liver fibrosis are prone to intra- and interobserver variability, whereas novel combinations of digital pathology with artificial intelligence quantification can provide accurate information on fibrosis structure and dynamics at the level of individual collagen fibers. Although several studies have analyzed noninvasive assessment of fibrosis at time of PE, including imaging-based elastography and different serum biomarkers, current knowledge on their accuracy during the postoperative follow-up of BA is scarce. While therapeutic management of liver fibrosis in BA remains in its infancy, the resolution potential for liver fibrosis has been demonstrated after successful PE. Achievement of effective antifibrotic treatment may require combination of different therapies with complementary modes of action like anti-inflammatory medication, antioxidants and bile acid lowering agents.
Collapse
Affiliation(s)
- Iiris Nyholm
- Section of Pediatric Surgery, Pediatric Liver and Gut Research Group, New Children's Hospital, University of Helsinki and Helsinki University Hospital, Helsinki, Finland; Pediatric Research Center, Children's Hospital, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Maria Hukkinen
- Section of Pediatric Surgery, Pediatric Liver and Gut Research Group, New Children's Hospital, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Mikko P Pakarinen
- Section of Pediatric Surgery, Pediatric Liver and Gut Research Group, New Children's Hospital, University of Helsinki and Helsinki University Hospital, Helsinki, Finland; Pediatric Research Center, Children's Hospital, University of Helsinki and Helsinki University Hospital, Helsinki, Finland; Department of Women's and Children's Health, Karolinska Institute, Stockholm, Sweden.
| |
Collapse
|
35
|
Zhou J, Zhang Y, Zhang J, Chen J, Jiang H, Zhang L, Zhong X, Zhang T, Chen L, Wang Y, Xu Y, Wang J. New strategy of LI-RADS v2018 to improve the sensitivity for small hepatocellular carcinoma ≤ 3.0 cm on extracellular-contrast enhanced MRI. Eur J Radiol 2024; 181:111830. [PMID: 39547000 DOI: 10.1016/j.ejrad.2024.111830] [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: 08/22/2024] [Revised: 10/15/2024] [Accepted: 11/07/2024] [Indexed: 11/17/2024]
Abstract
INTRODUCTION We aimed to modify LI-RADS version 2018 to improve sensitivity and determine the value of the combination of high alpha-fetoprotein (AFP) levels for small HCC (sHCC, ≤ 30 mm) diagnosis. METHODS A total of 984 patients at high risk for HCC, with 1204 observations (including 997 small observations ≤ 30 mm), who underwent extracellular contrast-enhanced MRI were enrolled from five independent centers. Blinded readers evaluated the LI-RADS features and categorized each observation according to the LI-RADS v2018, modified LI-RADS and EASL. Odds ratios of LI-RADS major features (MFs) and several high AFP levels for sHCC diagnosis were analyzed using multivariable logistic regression. The modified LR-5 criteria was developed by including no APHE at any size with two MFs, and non-rim APHE with one MF (≥ 10 mm) or with two MFs (< 10 mm). The diagnostic performance of each version of the LR-5 was compared using generalized estimating equations. RESULTS APHE, washout, enhancing capsule and five high AFP levels were independently associated with sHCC. In three datasets, the modified LI-RADS had higher sensitivities for sHCC (76.8 ∼ 85.5 % vs. 73.7 ∼ 75.9 %, P < 0.05) to the LR-5 v2018. The modified LI-RADS with AFP ≥ 200 ng/mL as an additional feature or as an alternative to threshold growth provided higher sensitivities for sHCC than LI-RADS v2018 (82.1 ∼ 90.1 % vs. 73.7 ∼ 75.9 %, all P < 0.05), modified LI-RADS (82.1 ∼ 90.1 % vs. 76.8 ∼ 85.5 %, all P < 0.05) and EASL version 2018 (82.1 ∼ 90.1 % vs. 73.3 ∼ 74.7 %, all P < 0.05), with comparable specificities (all P > 0.05). CONCLUSION The new strategy of LI-RADS v2018 provides significantly higher sensitivity and comparable specificity than those of LI-RADS v2018 for sHCC diagnosis on ECA-MRI.
Collapse
Affiliation(s)
- Jinhui Zhou
- Department of Radiology, The Third Affiliated Hospital of Sun Yat-sen University, No 600, Tianhe Road, Guangzhou, Guangdong 510630, China
| | - Yao Zhang
- Department of Radiology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Lujiang Road 17, Hefei 230001, China
| | - Jing Zhang
- Department of Medical Imaging Center, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
| | - Jingbiao Chen
- Department of Radiology, The Third Affiliated Hospital of Sun Yat-sen University, No 600, Tianhe Road, Guangzhou, Guangdong 510630, China
| | - Hang Jiang
- Department of Radiology, The Third Affiliated Hospital of Sun Yat-sen University, No 600, Tianhe Road, Guangzhou, Guangdong 510630, China
| | - Linqi Zhang
- Department of Radiology, The Third Affiliated Hospital of Sun Yat-sen University, No 600, Tianhe Road, Guangzhou, Guangdong 510630, China
| | - Xi Zhong
- Department of Radiology, Affiliated Cancer Hospital & Institute of Guangzhou Medical University, 78 Hengzhigang Rd, Guangzhou, Guangdong 510095, China
| | - Tianhui Zhang
- Department of Radiology, Meizhou People's Hospital, Meizhou, Guangdong 514031, China
| | - Lichun Chen
- Department of Radiology, The Third Affiliated Hospital of Sun Yat-sen University Yuedong Hospital, Meizhou, Guangdong 514733, China
| | - Yufeng Wang
- Department of Radiology, The Third Affiliated Hospital of Sun Yat-sen University Yuedong Hospital, Meizhou, Guangdong 514733, China
| | - Yikai Xu
- Department of Medical Imaging Center, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China
| | - Jin Wang
- Department of Radiology, The Third Affiliated Hospital of Sun Yat-sen University, No 600, Tianhe Road, Guangzhou, Guangdong 510630, China; Organ Transplantation Institute, Sun Yat-sen University; Organ Transplantation Research Center of Guangdong Province, Guangdong Province Engineering Laboratory for Transplantation Medicine, Guangzhou 510630, China; Guangdong Key Laboratory of Liver Disease Research, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou 510630, China.
| |
Collapse
|
36
|
Maino C, Vernuccio F, Cannella R, Cristoferi L, Franco PN, Carbone M, Cortese F, Faletti R, De Bernardi E, Inchingolo R, Gatti M, Ippolito D. Non-invasive imaging biomarkers in chronic liver disease. Eur J Radiol 2024; 181:111749. [PMID: 39317002 DOI: 10.1016/j.ejrad.2024.111749] [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: 07/28/2024] [Revised: 08/20/2024] [Accepted: 09/17/2024] [Indexed: 09/26/2024]
Abstract
Chronic liver disease (CLD) is a global and worldwide clinical challenge, considering that different underlying liver entities can lead to hepatic dysfunction. In the past, blood tests and clinical evaluation were the main noninvasive tools used to detect, diagnose and follow-up patients with CLD; in case of clinical suspicion of CLD or unclear diagnosis, liver biopsy has been considered as the reference standard to rule out different chronic liver conditions. Nowadays, noninvasive tests have gained a central role in the clinical pathway. Particularly, liver stiffness measurement (LSM) and cross-sectional imaging techniques can provide transversal information to clinicians, helping them to correctly manage, treat and follow patients during time. Cross-sectional imaging techniques, namely computed tomography (CT) and magnetic resonance imaging (MRI), have plenty of potential. Both techniques allow to compute the liver surface nodularity (LSN), associated with CLDs and risk of decompensation. MRI can also help quantify fatty liver infiltration, mainly with the proton density fat fraction (PDFF) sequences, and detect and quantify fibrosis, especially thanks to elastography (MRE). Advanced techniques, such as intravoxel incoherent motion (IVIM), T1- and T2- mapping are promising tools for detecting fibrosis deposition. Furthermore, the injection of hepatobiliary contrast agents has gained an important role not only in liver lesion characterization but also in assessing liver function, especially in CLDs. Finally, the broad development of radiomics signatures, applied to CT and MR, can be considered the next future approach to CLDs. The aim of this review is to provide a comprehensive overview of the current advancements and applications of both invasive and noninvasive imaging techniques in the evaluation and management of CLD.
Collapse
Affiliation(s)
- Cesare Maino
- Department of Diagnostic Radiology, Fondazione IRCCS San Gerardo dei Tintori, Via Pergolesi 33, 20900 Monza, MB, Italy.
| | - Federica Vernuccio
- Section of Radiology - Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Via del Vespro 129, Palermo 90127, Italy
| | - Roberto Cannella
- Section of Radiology - Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Via del Vespro 129, Palermo 90127, Italy
| | - Laura Cristoferi
- Department of Gastroenterlogy, Fondazione IRCCS San Gerardo dei Tintori, Via Pergolesi 33, 20900 Monza, MB, Italy
| | - Paolo Niccolò Franco
- Department of Diagnostic Radiology, Fondazione IRCCS San Gerardo dei Tintori, Via Pergolesi 33, 20900 Monza, MB, Italy
| | - Marco Carbone
- Department of Gastroenterlogy, ASST Grande Ospedale Metropolitano Niguarda, Pizza dell'Ospedale Maggiore 3, 20100 Milano, MI, Italy
| | - Francesco Cortese
- Interventional Radiology Unit, "F. Miulli" General Hospital, Acquaviva delle Fonti 70021, Italy
| | - Riccardo Faletti
- Department of Surgical Sciences, University of Turin, Turin 10126, Italy
| | - Elisabetta De Bernardi
- Department of Medicine and Surgery - University of Milano Bicocca, Via Cadore 33, 20090 Monza, MB, Italy
| | - Riccardo Inchingolo
- Interventional Radiology Unit, "F. Miulli" General Hospital, Acquaviva delle Fonti 70021, Italy
| | - Marco Gatti
- Department of Surgical Sciences, University of Turin, Turin 10126, Italy
| | - Davide Ippolito
- Department of Diagnostic Radiology, Fondazione IRCCS San Gerardo dei Tintori, Via Pergolesi 33, 20900 Monza, MB, Italy; Department of Medicine and Surgery - University of Milano Bicocca, Via Cadore 33, 20090 Monza, MB, Italy
| |
Collapse
|
37
|
Lointier E, Cariou E, Beneyto M, Fournier P, Lavie-Badie Y, Eyharts D, Bureau C, Lairez O. Prevalence, clinical significance and prognosis value of liver stiffness measurement anomalies in transthyretin cardiac amyloidosis. Int J Cardiol 2024; 416:132485. [PMID: 39187068 DOI: 10.1016/j.ijcard.2024.132485] [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: 03/14/2024] [Revised: 06/27/2024] [Accepted: 08/23/2024] [Indexed: 08/28/2024]
Abstract
Background - Laboratory liver anomalies are common in cardiac amyloidosis; however, their significance regarding liver stiffness is unknown. The aim of this study was to investigate the prevalence, clinical significance, and prognostic value of liver stiffness measurement (LSM) anomalies in transthyretin cardiac amyloidosis (ATTR-CA). Methods - Consecutive patients diagnosed with ATTR-CA who underwent liver stiffness assessment were included in the study. Demographic, clinical, laboratory, transthoracic echocardiography and liver stiffness data were retrospectively collected. LSM was obtained through either transient elastography or supersonic shear imaging. Patient cohort was divided in two groups according to a 10 kPa threshold. Follow up data were collected for the occurrence of hospitalization for heart failure and all-cause death. Results - Two hundred and eighty-four patients with ATTR-CA - 26 (9 %) hereditary variant ATTR, 258 (91 %) wild-type ATTR - were included. A LSM over 10 kPa was found in 4 (15 %) and 98 (38 %) patients with ATTRv and ATTRwt respectively (p = 0.02). Among patients with ATTRwt, high LSM was more frequent in advanced stages of ATTR-CA and was associated with increased risk of hospitalization for heart failure after multivariate analysis with a hazard ratio of 2.41 [1.05-5.55] (p = 0.04). Among patients with NYHA stage 1, 28 % presented high LSM associated with high NT-proBNP levels. Integration of high LSM with NT-proBNP and estimated glomerular filtration rate provided a better estimate of patient survival. Conclusion - LSM over 10 kPa is found in up to 36 % of patients with ATTR-CA and is associated with advanced stages of cardiomyopathy and increased risk of hospitalization for heart failure in ATTRwt patients.
Collapse
Affiliation(s)
| | - Eve Cariou
- Department of Cardiology, Rangueil University Hospital, Toulouse, France; Cardiac Imaging Centre, Rangueil University Hospital, France
| | - Maxime Beneyto
- Department of Cardiology, Rangueil University Hospital, Toulouse, France
| | - Pauline Fournier
- Department of Cardiology, Rangueil University Hospital, Toulouse, France; Cardiac Imaging Centre, Rangueil University Hospital, France
| | - Yoan Lavie-Badie
- Department of Cardiology, Rangueil University Hospital, Toulouse, France; Cardiac Imaging Centre, Rangueil University Hospital, France
| | - Damien Eyharts
- Department of Cardiology, Rangueil University Hospital, Toulouse, France; Cardiac Imaging Centre, Rangueil University Hospital, France
| | - Christophe Bureau
- Hepatology department, Rangueil University Hospital, Toulouse, France; Medical School, Toulouse III Paul Sabatier University, Toulouse, France
| | - Olivier Lairez
- Department of Cardiology, Rangueil University Hospital, Toulouse, France; Cardiac Imaging Centre, Rangueil University Hospital, France; Medical School, Toulouse III Paul Sabatier University, Toulouse, France.
| |
Collapse
|
38
|
Wu B, Huang Z, Liang J, Yang H, Wang W, Huang S, Chen L, Huang Q. GLCV-NET: An automatic diagnosis system for advanced liver fibrosis using global-local cross view in B-mode ultrasound images. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2024; 257:108440. [PMID: 39378633 DOI: 10.1016/j.cmpb.2024.108440] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/28/2024] [Revised: 09/12/2024] [Accepted: 09/22/2024] [Indexed: 10/10/2024]
Abstract
BACKGROUND AND OBJECTIVE Advanced liver fibrosis is a critical stage in the evaluation of chronic liver disease (CLD), holding clinical significance in the development of treatment strategies and estimating the disease progression. METHODS This paper proposes an innovative Global-Local Cross-View Network (GLCV-Net) for the automatic diagnosis of advanced liver fibrosis from ultrasound (US) B-mode images. The proposed method consists of three main components: 1. A Segmentation-enhanced Global Hybrid Feature Extractor for segmenting the liver parenchyma and extracting global features; 2. A Heatmap-weighted Local Feature Extractor for selecting candidate regions and automatically identifying suspicious areas to construct local features; 3. A Scale-adaptive Fusion Module to balance the contributions of global and local scales in evaluating advanced liver fibrosis. RESULTS The predictive performance of the model was validated on an internal dataset of 1003 chronic liver disease (CLD) patients and an external dataset of 46 CLD patients, both subjected to liver fibrosis staging through pathological assessment. On the internal dataset, GLCV-Net achieved 86.9% accuracy, 85.0% recall, 85.4% precision, and 85.2% F1-score. Further validation on the external dataset confirmed its robustness, with scores of 86.1% in accuracy, 83.1% in recall, 80.8% in precision, and 81.9% in F1-score. CONCLUSION These results underscore the GLCV-Net's potential as a promising approach for non-invasively and accurately diagnosing advanced liver fibrosis in CLD patients, breaking through the limitations of traditional methods by integrating global and local information of liver fibrosis, significantly enhancing diagnostic accuracy.
Collapse
Affiliation(s)
- Bianzhe Wu
- School of Electronic and Information Engineering, South China University of Technology, 510640, China
| | - ZeRong Huang
- Department of Ultrasound, State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou 510060, China; Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou 510080, China
| | - Jinglin Liang
- School of Electronic and Information Engineering, South China University of Technology, 510640, China
| | - Hong Yang
- Department of Medical Ultrasound, the First Affiliated Hospital of Guangxi Medical University, Nanning 530021, China
| | - Wei Wang
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou 510080, China
| | - Shuangping Huang
- School of Electronic and Information Engineering, South China University of Technology, 510640, China; Pazhou Laboratory, China.
| | - LiDa Chen
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou 510080, China.
| | - Qinghua Huang
- School of Artificial Intelligence, Optics and Electronics (iOPEN), Northwestern Polytechnical University, Xi'an 710072, China
| |
Collapse
|
39
|
Ercan C, Kordy K, Knuuttila A, Zhou X, Kumar D, Koponen V, Mesenbrink P, Eppenberger-Castori S, Amini P, Pedrosa MC, Terracciano LM. A deep-learning-based model for assessment of autoimmune hepatitis from histology: AI(H). Virchows Arch 2024; 485:1095-1105. [PMID: 38879691 PMCID: PMC11666607 DOI: 10.1007/s00428-024-03841-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Revised: 05/02/2024] [Accepted: 05/30/2024] [Indexed: 12/24/2024]
Abstract
Histological assessment of autoimmune hepatitis (AIH) is challenging. As one of the possible results of these challenges, nonclassical features such as bile-duct injury stays understudied in AIH. We aim to develop a deep learning tool (artificial intelligence for autoimmune hepatitis [AI(H)]) that analyzes the liver biopsies and provides reproducible, quantifiable, and interpretable results directly from routine pathology slides. A total of 123 pre-treatment liver biopsies, whole-slide images with confirmed AIH diagnosis from the archives of the Institute of Pathology at University Hospital Basel, were used to train several convolutional neural network models in the Aiforia artificial intelligence (AI) platform. The performance of AI models was evaluated on independent test set slides against pathologist's manual annotations. The AI models were 99.4%, 88.0%, 83.9%, 81.7%, and 79.2% accurate (ratios of correct predictions) for tissue detection, liver microanatomy, necroinflammation features, bile duct damage detection, and portal inflammation detection, respectively, on hematoxylin and eosin-stained slides. Additionally, the immune cells model could detect and classify different immune cells (lymphocyte, plasma cell, macrophage, eosinophil, and neutrophil) with 72.4% accuracy. On Sirius red-stained slides, the test accuracies were 99.4%, 94.0%, and 87.6% for tissue detection, liver microanatomy, and fibrosis detection, respectively. Additionally, AI(H) showed bile duct injury in 81 AIH cases (68.6%). The AI models were found to be accurate and efficient in predicting various morphological components of AIH biopsies. The computational analysis of biopsy slides provides detailed spatial and density data of immune cells in AIH landscape, which is difficult by manual counting. AI(H) can aid in improving the reproducibility of AIH biopsy assessment and bring new descriptive and quantitative aspects to AIH histology.
Collapse
Affiliation(s)
- Caner Ercan
- Institute of Pathology and Medical Genetics, University Hospital Basel, University of Basel, Schönbeinstrasse 40 4056, Basel, Switzerland.
| | | | | | - Xiaofei Zhou
- Novartis Pharmaceuticals Corporation, East Hanover, NJ, USA
| | | | | | | | - Serenella Eppenberger-Castori
- Institute of Pathology and Medical Genetics, University Hospital Basel, University of Basel, Schönbeinstrasse 40 4056, Basel, Switzerland
| | - Parisa Amini
- Novartis Institutes for BioMedical Research, Basel, Switzerland
| | | | - Luigi M Terracciano
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
- IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| |
Collapse
|
40
|
Yang Q, Zhou J, Luo B, Zheng R, Liao J, Tang L, Cheng W, Jing X, Cai W, Cheng Z, Liu F, Han Z, Yu X, Yu J, Liang P. Non-radiomics imaging (US-CEUS) features and clinical text features: correlation with microvascular invasion and tumor grading in hepatocellular carcinoma. Abdom Radiol (NY) 2024:10.1007/s00261-024-04659-0. [PMID: 39607454 DOI: 10.1007/s00261-024-04659-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Revised: 10/25/2024] [Accepted: 10/26/2024] [Indexed: 11/29/2024]
Abstract
OBJECTIVES To predict microvascular invasion (MVI) status and tumor grading of hepatocellular carcinoma (HCC) by evaluating preoperative non-radiomics ultrasound and contrast-enhanced ultrasound (US-CEUS) features and determine the influences of MVI/tumor grading on the category of CEUS LI-RADS for HCC. METHODS A total of 506 HCC patients who underwent preoperative US-CEUS examinations from 8 hospitals between July 2020 and June 2023 were enrolled. According to the MVI status, all the patients were classified, and HCC differentiation was assessed by using Edmondson-Steiner (ES) grading: MVI-negative (M0) and low-grade ES (GI/II) (MN-L, n = 297) and MVI-positive (M1/M2) and/or high-grade ES (GIII/IV) (MP-H, n = 209). Stratified analysis was performed based on fibrosis stage and tumor size. RESULTS The results proved that MN-L HCC was more frequently classified into the LR-5 category (p = 0.034), while MP-H HCC was more frequently classified into the LR-TIV (p = 0.010). The heterogeneously arterial phase hyperenhancement (APHE) is significantly correlated with MVI(+)/high grade-ES (p = 0.003). Compared with MN-L HCC, the onset of washout was earlier, washout rate was higher, and tumor-invasion border was larger (all p < 0.01) in MP-H HCC. In addition, fibrosis stage and tumor size significantly influenced the onset of washout and washout rate of HCC (all p < 0.01). The tumor-invasion border was only positively correlated with tumor size (p < 0.001) rather than fibrosis stage (p > 0.05). CONCLUSIONS MVI status and tumor grading influence the classification of LR-5 and LR-TIV. Heterogeneous APHE, higher washout rate, earlier onset of washout (≤65 s), larger tumor-invasion border (≥3 mm) and higher alpha fetoprotein level indicate the presence of MVI and/or high-grade ES.
Collapse
Affiliation(s)
- Qi Yang
- Chinese PLA General Hospital, Beijing, China
- Peking University Shenzhen Hospital, Shenzhen, China
| | - Jianhua Zhou
- Sun Yat-sen University Cancer Center, Guangzhou, China
- Sun Yat-sen Memorial Hospital, Guangzhou, China
| | - Baoming Luo
- Sun Yat-sen Memorial Hospital, Guangzhou, China
| | - Rongqin Zheng
- Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | | | - Lina Tang
- Fujian Provincial Cancer Hospital, Fuzhou, China
| | - Wen Cheng
- Harbin Medical University Cancer Hospital, Harbin, China
| | - Xiang Jing
- Tianjin Third Central Hospital, Tianjin, China
| | - Wenjia Cai
- Chinese PLA General Hospital, Beijing, China
| | | | - Fangyi Liu
- Chinese PLA General Hospital, Beijing, China
| | - Zhiyu Han
- Chinese PLA General Hospital, Beijing, China
| | - Xiaoling Yu
- Chinese PLA General Hospital, Beijing, China
| | - Jie Yu
- Chinese PLA General Hospital, Beijing, China
| | - Ping Liang
- Chinese PLA General Hospital, Beijing, China.
| |
Collapse
|
41
|
Do A, Zahrawi F, Mehal WZ. Therapeutic landscape of metabolic dysfunction-associated steatohepatitis (MASH). Nat Rev Drug Discov 2024:10.1038/s41573-024-01084-2. [PMID: 39609545 DOI: 10.1038/s41573-024-01084-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/28/2024] [Indexed: 11/30/2024]
Abstract
Metabolic dysfunction-associated steatotic liver disease (MASLD) and its severe subgroup metabolic dysfunction-associated steatohepatitis (MASH) have become a global epidemic and are driven by chronic overnutrition and multiple genetic susceptibility factors. The physiological outcomes include hepatocyte death, liver inflammation and cirrhosis. The first therapeutic for MASLD and MASH, resmetirom, has recently been approved for clinical use and has energized this therapeutic space. However, there is still much to learn in clinical studies of MASH, such as the scale of placebo responses, optimal trial end points, the time required for fibrosis reversal and side effect profiles. This Review introduces aspects of disease pathogenesis related to drug development and discusses two main therapeutic approaches. Thyroid hormone receptor-β agonists, such as resmetirom, as well as fatty acid synthase inhibitors, target the liver and enable it to function within a toxic metabolic environment. In parallel, incretin analogues such as semaglutide improve metabolism, allowing the liver to self-regulate and reversing many aspects of MASH. We also discuss how combinations of therapeutics could potentially be used to treat patients.
Collapse
Affiliation(s)
- Albert Do
- Section of Digestive Diseases, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
- Division of Gastroenterology, University of California, Davis, Davis, USA
| | - Frhaan Zahrawi
- Section of Digestive Diseases, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
| | - Wajahat Z Mehal
- Section of Digestive Diseases, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA.
- West Haven Veterans Hospital, West Haven, CT, USA.
| |
Collapse
|
42
|
Angelim CC, Andrade ÁAF, de Sousa RS, Correa RL, Sacramento ARV, Martins LD, Conde SRSDS, Vallinoto ACR, Feitosa RNM, Costa GDLC. Frequencies of an IFNL4 Variant in an Admixed Population from Amazonia and Its Influence on Hepatitis C Infection. Int J Mol Sci 2024; 25:12764. [PMID: 39684474 DOI: 10.3390/ijms252312764] [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: 10/28/2024] [Revised: 11/23/2024] [Accepted: 11/25/2024] [Indexed: 12/18/2024] Open
Abstract
The rs12979860 polymorphism, related to the IFNL4 gene, is suggested as a factor that impacts fibrosis progression in hepatitis C virus (HCV) infection and exhibits a wide distribution pattern across global populations. In this retrospective cross-sectional study, we aimed to investigate the frequency of this variant in an Amazonian population from Brazil, as well as its association with liver fibrosis development and its staging in HCV carriers. Our results show a significant association of the TT genotype in the sample of patients with HCV (OR = 2.291; 95% CI = 1.088-4.826; p = 0.033) and the greater frequency of the T allele (62.1%), which is similar to the those of African populational groups. Populational genetics analysis showed significant differences in allele frequencies on global levels. The frequency of the C allele in the study population (37.8%) was like that of the African population (39.7%), and differed from all other populations, which ranged from 62.5% to 92.9%. These findings suggest that rs12979860 plays a role in susceptibility to hepatitis C. Additionally, they allow us to propose that the response to hepatitis C infection in this group may resemble that of the African population.
Collapse
Affiliation(s)
- Carolina Cabral Angelim
- Laboratory of Human and Medical Genetics, Federal University of Pará, Belém 66073-000, Brazil
| | | | | | - Raissa Lima Correa
- Laboratory of Human and Medical Genetics, Federal University of Pará, Belém 66073-000, Brazil
| | | | - Letícia Dias Martins
- Laboratory of Human and Medical Genetics, Federal University of Pará, Belém 66073-000, Brazil
- Postgraduate Program in Virology, Evandro Chagas Institute, Ananindeua 67030-000, Brazil
| | | | | | | | | |
Collapse
|
43
|
Ercan C, Renne SL, Di Tommaso L, Ng CKY, Piscuoglio S, Terracciano LM. Hepatocellular Carcinoma Immune Microenvironment Analysis: A Comprehensive Assessment with Computational and Classical Pathology. Clin Cancer Res 2024; 30:5105-5115. [PMID: 39264292 DOI: 10.1158/1078-0432.ccr-24-0960] [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: 03/27/2024] [Revised: 07/16/2024] [Accepted: 09/10/2024] [Indexed: 09/13/2024]
Abstract
PURPOSE The spatial variability and clinical relevance of the tumor immune microenvironment (TIME) are still poorly understood for hepatocellular carcinoma (HCC). In this study, we aim to develop a deep learning (DL)-based image analysis model for the spatial analysis of immune cell biomarkers and microscopically evaluate the distribution of immune infiltration. EXPERIMENTAL DESIGN Ninety-two HCC surgical liver resections and 51 matched needle biopsies were histologically classified according to their immunophenotypes: inflamed, immune-excluded, and immune-desert. To characterize the TIME on immunohistochemistry (IHC)-stained slides, we designed a multistage DL algorithm, IHC-TIME, to automatically detect immune cells and their localization in the TIME in tumor-stroma and center-border segments. RESULTS Two models were trained to detect and localize the immune cells on IHC-stained slides. The framework models (i.e., immune cell detection models and tumor-stroma segmentation) reached 98% and 91% accuracy, respectively. Patients with inflamed tumors showed better recurrence-free survival than those with immune-excluded or immune-desert tumors. Needle biopsies were found to be 75% accurate in representing the immunophenotypes of the main tumor. Finally, we developed an algorithm that defines immunophenotypes automatically based on the IHC-TIME analysis, achieving an accuracy of 80%. CONCLUSIONS Our DL-based tool can accurately analyze and quantify immune cells on IHC-stained slides of HCC. Microscopic classification of the TIME can stratify HCC according to the patient prognosis. Needle biopsies can provide valuable insights for TIME-related prognostic prediction, albeit with specific constraints. The computational pathology tool provides a new way to study the HCC TIME.
Collapse
Affiliation(s)
- Caner Ercan
- Institute of Medical Genetics and Pathology, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Salvatore Lorenzo Renne
- IRCCS Humanitas Research Hospital, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Luca Di Tommaso
- IRCCS Humanitas Research Hospital, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Charlotte K Y Ng
- IRCCS Humanitas Research Hospital, Milan, Italy
- Department for BioMedical Research (DBMR), University of Bern, Bern, Switzerland
| | - Salvatore Piscuoglio
- Institute of Medical Genetics and Pathology, University Hospital Basel, University of Basel, Basel, Switzerland
- IRCCS Humanitas Research Hospital, Milan, Italy
| | - Luigi M Terracciano
- IRCCS Humanitas Research Hospital, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| |
Collapse
|
44
|
Zhu G, Yang N, Yi Q, Xu R, Zheng L, Zhu Y, Li J, Che J, Chen C, Lu Z, Huang L, Xiang Y, Zheng T. Explainable machine learning model for predicting the risk of significant liver fibrosis in patients with diabetic retinopathy. BMC Med Inform Decis Mak 2024; 24:332. [PMID: 39529110 PMCID: PMC11552118 DOI: 10.1186/s12911-024-02749-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2024] [Accepted: 11/04/2024] [Indexed: 11/16/2024] Open
Abstract
BACKGROUND Diabetic retinopathy (DR), a prevalent complication in patients with type 2 diabetes, has attracted increasing attention. Recent studies have explored a plausible association between retinopathy and significant liver fibrosis. The aim of this investigation was to develop a sophisticated machine learning (ML) model, leveraging comprehensive clinical datasets, to forecast the likelihood of significant liver fibrosis in patients with retinopathy and to interpret the ML model by applying the SHapley Additive exPlanations (SHAP) method. METHODS This inquiry was based on data from the National Health and Nutrition Examination Survey 2005-2008 cohort. Utilizing the Fibrosis-4 index (FIB-4), liver fibrosis was stratified across a spectrum of grades (F0-F4). The severity of retinopathy was determined using retinal imaging and segmented into four discrete gradations. A ten-fold cross-validation approach was used to gauge the propensity towards liver fibrosis. Eight ML methodologies were used: Extreme Gradient Boosting, Random Forest, multilayer perceptron, Support Vector Machines, Logistic Regression (LR), Plain Bayes, Decision Tree, and k-nearest neighbors. The efficacy of these models was gauged using metrics, such as the area under the curve (AUC). The SHAP method was deployed to unravel the intricacies of feature importance and explicate the inner workings of the ML model. RESULTS The analysis included 5,364 participants, of whom 2,116 (39.45%) exhibited notable liver fibrosis. Following random allocation, 3,754 individuals were assigned to the training set and 1,610 were allocated to the validation cohort. Nine variables were curated for integration into the ML model. Among the eight ML models scrutinized, the LR model attained zenith in both AUC (0.867, 95% CI: 0.855-0.878) and F1 score (0.749, 95% CI: 0.732-0.767). In internal validation, this model sustained its superiority, with an AUC of 0.850 and an F1 score of 0.736, surpassing all other ML models. The SHAP methodology unveils the foremost factors through importance ranking. CONCLUSION Sophisticated ML models were crafted using clinical data to discern the propensity for significant liver fibrosis in patients with retinopathy and to intervene early. PRACTICE IMPLICATIONS Improved early detection of liver fibrosis risk in retinopathy patients enhances clinical intervention outcomes.
Collapse
Affiliation(s)
- Gangfeng Zhu
- The First Clinical Medical College, Gannan Medical University, Ganzhou, 341000, Jiangxi Province, China
| | - Na Yang
- The Engineering Research Center of Intelligent Theranostics Technology and Instruments, Ministry of Education, School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing, 211166, China
- Artificial Intelligence Unit, Department of Medical Equipment Management, Affiliated Hospital of Xuzhou Medical University, Xuzhou, 221004, Jiangsu Province, China
| | - Qiang Yi
- The First Clinical Medical College, Gannan Medical University, Ganzhou, 341000, Jiangxi Province, China
| | - Rui Xu
- Department of Rehabilitation Medicine, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, 321000, Zhejiang Province, China
| | - Liangjian Zheng
- The First Clinical Medical College, Gannan Medical University, Ganzhou, 341000, Jiangxi Province, China
| | - Yunlong Zhu
- The First Clinical Medical College, Gannan Medical University, Ganzhou, 341000, Jiangxi Province, China
| | - Junyan Li
- The First Clinical Medical College, Gannan Medical University, Ganzhou, 341000, Jiangxi Province, China
| | - Jie Che
- The First Clinical Medical College, Gannan Medical University, Ganzhou, 341000, Jiangxi Province, China
| | - Cixiang Chen
- The First Clinical Medical College, Gannan Medical University, Ganzhou, 341000, Jiangxi Province, China
| | - Zenghong Lu
- Department of Oncology, The First Affiliated Hospital, Gannan Medical University, Ganzhou, 341000, Jiangxi Province, China.
| | - Li Huang
- Department of Oncology, The First Affiliated Hospital, Gannan Medical University, Ganzhou, 341000, Jiangxi Province, China.
| | - Yi Xiang
- Department of Oncology, The First Affiliated Hospital, Gannan Medical University, Ganzhou, 341000, Jiangxi Province, China.
- Center of Portal Hypertension, Department of Radiology, Zhongda Hospital, Southeast University, Nanjing, 210009, China.
| | - Tianlei Zheng
- Artificial Intelligence Unit, Department of Medical Equipment Management, Affiliated Hospital of Xuzhou Medical University, Xuzhou, 221004, Jiangsu Province, China.
- Jiangsu Key Laboratory of New Drug Research and Clinical Pharmacy, College of Pharmacy, Xuzhou Medical University, Xuzhou, China.
- School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, 211166, China.
| |
Collapse
|
45
|
Abe H, Okamura Y, Yoshida N, Mitsuka Y, Aramaki O, Moriguchi M, Nakamura M, Kogure H, Okada M, Ohni S, Masuda S. Impact of Sustained Virological Response on Long-Term Outcomes After Curative Resection in Patients with Hepatitis C Virus-Related Hepatocellular Carcinoma in the Era of Direct-Acting Antiviral Therapy. Ann Surg Oncol 2024:10.1245/s10434-024-16453-9. [PMID: 39521742 DOI: 10.1245/s10434-024-16453-9] [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: 08/06/2024] [Accepted: 10/18/2024] [Indexed: 11/16/2024]
Abstract
BACKGROUND The present study aimed to clarify the long-term outcomes after curative resection of hepatitis C virus (HCV)-related hepatocellular carcinoma (HCC) in patients with and without sustained virologic response (SVR) to antiviral therapy. PATIENTS AND METHODS This single-center retrospective cohort study included 216 patients with HCV-related HCC who underwent primary curative resection. Patients were divided into preoperatively achieved SVR, postoperatively achieved SVR through direct-acting antiviral (DAA) therapy and no SVR groups. Associations of SVR and other clinicopathological and surgical variables with overall survival (OS) and recurrence-free survival (RFS) were analyzed. Propensity score (PS) matching was used to reduce selection bias. RESULTS Patients with pre-SVR (108) and post-SVR (28) had better liver function and less liver fibrosis than those without SVR (80). In multivariate analysis, pre- or post-SVR [hazard ratio (HR), 0.13; 95% confidence interval (CI), 0.03-0.38; P < 0.001] was the only independent predictor of OS. For RFS, pre- or post-SVR (HR, 0.36; 95% CI, 0.18-0.64; P = 0.001) was one of several independent predictors. The study population was divided into the SVR (136 patients) and non-SVR groups. After PS matching, OS and RFS were significantly better in the SVR group (n = 53) than in the non-SVR group (n = 53) (P <0.001 and P = 0.012, respectively). Additionally, OS rates of SVR achieved with DAA were significantly higher than those achieved with interferon (P = 0.019). CONCLUSIONS Achieving SVR by DAA before or after curative resection suppressed recurrence and prevented death in patients with HCV-related HCC.
Collapse
Affiliation(s)
- Hayato Abe
- Division of Digestive Surgery, Department of Surgery, Nihon University School of Medicine, Tokyo, Japan
| | - Yukiyasu Okamura
- Division of Digestive Surgery, Department of Surgery, Nihon University School of Medicine, Tokyo, Japan.
| | - Nao Yoshida
- Division of Digestive Surgery, Department of Surgery, Nihon University School of Medicine, Tokyo, Japan
| | - Yusuke Mitsuka
- Division of Digestive Surgery, Department of Surgery, Nihon University School of Medicine, Tokyo, Japan
| | - Osamu Aramaki
- Division of Digestive Surgery, Department of Surgery, Nihon University School of Medicine, Tokyo, Japan
| | - Masamichi Moriguchi
- Division of Digestive Surgery, Department of Surgery, Nihon University School of Medicine, Tokyo, Japan
| | - Masanori Nakamura
- Division of Digestive Surgery, Department of Surgery, Nihon University School of Medicine, Tokyo, Japan
| | - Hirofumi Kogure
- Division of Gastroenterology and Hepatology, Department of Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Masahiro Okada
- Division of Radiology, Department of Radiology, Nihon University School of Medicine, Tokyo, Japan
| | - Sumie Ohni
- Division of Oncologic Pathology, Department of Pathology and Microbiology, Nihon University School of Medicine, Tokyo, Japan
| | - Shinobu Masuda
- Division of Oncologic Pathology, Department of Pathology and Microbiology, Nihon University School of Medicine, Tokyo, Japan
| |
Collapse
|
46
|
Ryan H, Dore GJ, Grebely J, Byrne M, Cunningham EB, Martinello M, Lloyd AR, Hajarizadeh B. Hepatitis C treatment outcome among people in prison: The SToP-C study. Liver Int 2024; 44:2996-3007. [PMID: 39192724 DOI: 10.1111/liv.16074] [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: 03/19/2024] [Revised: 07/12/2024] [Accepted: 08/07/2024] [Indexed: 08/29/2024]
Abstract
BACKGROUND AND AIMS Hepatitis C virus (HCV) burden is higher among people in prison given high prevalence of injecting drug use. This study evaluated direct-acting antiviral (DAA) treatment outcome in prisons. METHODS The Surveillance and Treatment of Prisoners with hepatitis C (SToP-C) study enrolled individuals incarcerated in four Australian prisons (2017-2019). Participants with detectable HCV RNA were offered sofosbuvir-velpatasvir for 12 weeks. Sustained virological response (SVR) was assessed in intention-to-treat (ITT; participants commencing treatment and due for SVR assessment before study close) and per-protocol (PP; participants with documented treatment completion and SVR assessment) populations. RESULTS Among 799 participants with HCV, 324 (41%) commenced treatment (94% male; median age, 32 years; median duration of incarceration, 9 months). In ITT population (n = 310), 201 had documented treatment completion (65% [95% CI: 59-70]), and 137 achieved SVR (ITT-SVR: 44% [95% CI: 39-50]). In PP population (n = 143), 137 achieved SVR (PP-SVR: 96% [95% CI: 91-98]). Six participants had quantifiable HCV RNA at SVR assessment from treatment failure (n = 2) or reinfection (n = 4). Release or inter-prison transfer was common reasons for no documented treatment completion (n = 106/109 [97%]) and no SVR assessment (n = 57/58 [98%]). In ITT analysis, longer incarceration was associated with increased SVR (adjusted OR per month 1.03 [95% CI: 1.01-1.04]). CONCLUSION Among participants who completed DAA treatment and were assessed for SVR, treatment outcome was consistent with non-prison clinical studies. However, most individuals did not complete treatment or lacked study-documented treatment outcome due to release or transfer. Strategies to accommodate dynamic prisoner populations are required to ensure continuity of HCV care, including treatment completion and post-treatment care.
Collapse
Affiliation(s)
- Hannah Ryan
- The Kirby Institute, UNSW Sydney, Sydney, New South Wales, Australia
| | - Gregory J Dore
- The Kirby Institute, UNSW Sydney, Sydney, New South Wales, Australia
| | - Jason Grebely
- The Kirby Institute, UNSW Sydney, Sydney, New South Wales, Australia
| | - Marianne Byrne
- The Kirby Institute, UNSW Sydney, Sydney, New South Wales, Australia
| | - Evan B Cunningham
- The Kirby Institute, UNSW Sydney, Sydney, New South Wales, Australia
| | | | - Andrew R Lloyd
- The Kirby Institute, UNSW Sydney, Sydney, New South Wales, Australia
| | | |
Collapse
|
47
|
Li C, Wang Y, Bai R, Zhao Z, Li W, Zhang Q, Zhang C, Yang W, Liu Q, Su N, Lu Y, Yin X, Wang F, Gu C, Yang A, Luo B, Zhou M, Shen L, Pan C, Wang Z, Wu Q, Yin J, Hou Y, Shi Y. Development of fully automated models for staging liver fibrosis using non-contrast MRI and artificial intelligence: a retrospective multicenter study. EClinicalMedicine 2024; 77:102881. [PMID: 39498462 PMCID: PMC11532432 DOI: 10.1016/j.eclinm.2024.102881] [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: 06/22/2024] [Revised: 09/25/2024] [Accepted: 09/27/2024] [Indexed: 11/07/2024] Open
Abstract
Background Accurate staging of liver fibrosis (LF) is essential for clinical management in chronic liver disease. While non-contrast MRI (NC-MRI) yields valuable information for liver assessment, its effectiveness in predicting LF remains underexplored. This study aimed to develop and validate artificial intelligence (AI)-powered models utilizing NC-MRI for staging LF. Methods A total of 1726 patients from Shengjing Hospital of China Medical University, registered between October 2003 and October 2022, were retrospectively collected, and divided into development (n = 1208) and internal test (n = 518) cohorts. An external test cohort consisting of 337 individuals from six centers, registered between June 2015 and November 2022, were also included. All participants underwent NC-MRI (T1-weighted imaging, T1WI; and T2-fat-suppressed imaging, T2FS) and liver biopsies. Two classification models (CMs), named T1 and T2FS, were trained on respective image types using 3D contextual transformer networks and evaluated on both test cohorts. Additionally, three CMs-Clinic, Image, and Fusion-were developed using clinical features, T1 and T2FS scores, and their integration via logistic regression. Classification effectiveness of CMs was assessed using the area under the receiver operating characteristic curve (AUC). A comparison was conducted between the optimal models (OMs) with highest AUC and other methods (transient elastography, five serum biomarkers, and six radiologists). Findings Fusion models (i.e., OM) yielded the highest AUC among the CMs, achieving AUCs of 0.810 for significant fibrosis, 0.881 for advanced fibrosis, and 0.918 for cirrhosis in the internal test cohort, and 0.808, 0.868, and 0.925, respectively, in the external test cohort. The OMs demonstrated superior performance in AUC, significantly surpassing transient elastography (only for staging ≥ F2 and ≥ F3 grades), serum biomarkers, and three junior radiologists for staging LF. Radiologists, with the aid of the OMs, can achieve a higher AUC in LF assessment. Interpretation AI-powered models utilizing NC-MRI, including T1WI and T2FS, accurately stage LF. Funding National Natural Science Foundation of China (No. 82071885); General Program of the Liaoning Provincial Department of Education (LJKMZ20221160); Liaoning Province Science and Technology Joint Plan (2023JH2/101700127); the Leading Young Talent Program of Xingliao Yingcai in Liaoning Province (XLYC2203037).
Collapse
Affiliation(s)
- Chunli Li
- Department of Radiology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China
| | - Yuan Wang
- Department of Radiology, Cancer Hospital of China Medical University, Liaoning Cancer Hospital & Institute, Shenyang, Liaoning, China
| | - Ruobing Bai
- Department of Radiology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China
| | - Zhiyong Zhao
- Department of Medical Imaging, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Wenjuan Li
- Department of Radiology, Yantai Yuhuangding Hospital, Qingdao University, Yantai, Shandong, China
| | - Qianqian Zhang
- Department of Radiology, Yantai Yuhuangding Hospital, Qingdao University, Yantai, Shandong, China
| | - Chaoya Zhang
- Department of Radiology, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Wei Yang
- Department of Radiology, Cancer Hospital of China Medical University, Liaoning Cancer Hospital & Institute, Shenyang, Liaoning, China
| | - Qi Liu
- Department of Radiology, The Second Affiliated Hospital of Baotou Medical College, Baotou, Neimenggu, China
| | - Na Su
- Department of Radiology, The Sixth People's Hospital of Shenyang, Shenyang, Liaoning, China
| | - Yueyue Lu
- Department of Radiology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China
| | - Xiaoli Yin
- Department of Radiology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China
| | - Fan Wang
- Department of Radiology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China
| | - Chengli Gu
- Department of Radiology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China
| | - Aoran Yang
- Department of Radiology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China
| | - Baihe Luo
- Department of Radiology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China
| | - Minghui Zhou
- Department of Radiology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China
| | - Liuhanxu Shen
- Department of Radiology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China
| | - Chen Pan
- Department of Radiology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China
| | - Zhiying Wang
- Department of Radiology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China
| | - Qijun Wu
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China
| | - Jiandong Yin
- Department of Radiology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China
| | - Yang Hou
- Department of Radiology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China
| | - Yu Shi
- Department of Radiology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China
| |
Collapse
|
48
|
Venkatakrishna SSB, Ghosh A, Gonzalez IA, Wilkins BJ, Serai SD, Rand EB, Anupindi SA, Acord MR. Spleen shear wave elastography measurements do not correlate with histological grading of liver fibrosis in Fontan physiology: a preliminary investigation. Pediatr Radiol 2024; 54:1998-2005. [PMID: 39333365 DOI: 10.1007/s00247-024-06052-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: 04/25/2024] [Revised: 09/01/2024] [Accepted: 09/02/2024] [Indexed: 09/29/2024]
Abstract
BACKGROUND Elevated spleen stiffness may be seen in patients with portal hypertension due to cirrhosis. In patients with Fontan physiology, elevated liver stiffness has been shown to correlate poorly with liver fibrosis. It is unknown whether spleen stiffness may instead serve as a surrogate marker of liver fibrosis in these patients. OBJECTIVE To compare spleen stiffness determined by shear wave elastography (SWE) with histological findings of an ultrasound-guided liver biopsy in patients who had undergone Fontan palliation as a potential surrogate for Fontan-associated liver disease. MATERIALS AND METHODS This was an IRB-approved single-center, retrospective study. Patients with Fontan palliation who had undergone both a spleen SWE study and a percutaneous liver biopsy between 2016 and 2020 were included. Biopsy, performed during cardiac catheterization, within 3 months of the SWE was required for inclusion. Using Kruskal-Wallis tests, spleen stiffness was compared with three liver biopsy scoring methods: Ishak, METAVIR, and congestive hepatic fibrosis score (CHFS). When available, Pearson's correlation was also used to compare collagen deposition determined using Sirius Red stain (%SR) with SWE values. A P-value < 0.05 was considered statistically significant. RESULTS Twenty-two patients (15 males) were included in the study, with a median age of 17 years (IQR is 14.8-20.5 years; age range: 7 years to 30.2 years). The median spleen stiffness was 2.94 m/s (IQR: 2.57-3.61 m/s; range: 1.48-4.27 m/s). The median Fontan pressure was 11 mm Hg (IQR: 10-13.3 mm Hg; range: 7-19 mm Hg) obtained within a median of 10 days (IQR: 1-41 days) of SWE. Splenic stiffness did not correlate with the extent of fibrosis determined by histology (all P > 0.05). There was also no statistically significant correlation between the %SR staining and SWE-determined spleen stiffness (Pearson's correlation of 0.165, P = 0.59, n = 13). CONCLUSIONS In this preliminary study, SWE spleen stiffness values did not correlate with biopsy-determined scoring of liver fibrosis in patients with Fontan physiology.
Collapse
Affiliation(s)
- Shyam Sunder B Venkatakrishna
- Department of Radiology, Children's Hospital of Philadelphia, 3401 Civic Center Boulevard, Philadelphia, PA, 19104, USA.
| | - Adarsh Ghosh
- Department of Radiology and Medical Imaging, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Ivan A Gonzalez
- Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Pathology and Laboratory Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Benjamin J Wilkins
- Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Suraj D Serai
- Department of Radiology, Children's Hospital of Philadelphia, 3401 Civic Center Boulevard, Philadelphia, PA, 19104, USA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Elizabeth B Rand
- Division of Gastroenterology, Hepatology and Nutrition, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Sudha A Anupindi
- Department of Radiology, Children's Hospital of Philadelphia, 3401 Civic Center Boulevard, Philadelphia, PA, 19104, USA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Michael R Acord
- Department of Radiology, Children's Hospital of Philadelphia, 3401 Civic Center Boulevard, Philadelphia, PA, 19104, USA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| |
Collapse
|
49
|
Paradis V. [Steatosis]. Ann Pathol 2024; 44:470-475. [PMID: 39379202 DOI: 10.1016/j.annpat.2024.09.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2024] [Accepted: 09/19/2024] [Indexed: 10/10/2024]
Abstract
Steatosis is defined by hepatocyte accumulation of lipids. Different types of steatosis are described (macro-, medio- and microvacuolar). Macrovacuolar steatosis is a common lesion, mainly observed during metabolic syndrome and excessive alcohol consumption. Steatohepatitis combines steatosis, the presence of ballooned hepatocytes and lobular inflammatory foci. Liver fibrosis is the main consequence of steatohepatitis. Liver biopsy is the gold standard diagnostic test.
Collapse
Affiliation(s)
- Valérie Paradis
- Département de pathologie, hôpital Beaujon, AP-HP Nord, UPC, Clichy, France.
| |
Collapse
|
50
|
Shahzil M, Chaudhary AJ, Kashif T, Qureshi AA, Muhammad A, Khan F, Faisal MS, Khaqan MA, Ali H, Dababneh Y, Moonka D. Switching to Tenofovir Therapy Versus Continuation of Entecavir for Patients With Hepatitis B Virus Infection: A Systematic Review and Meta-Analysis. JGH Open 2024; 8:e70055. [PMID: 39588267 PMCID: PMC11586466 DOI: 10.1002/jgh3.70055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2024] [Revised: 10/02/2024] [Accepted: 11/11/2024] [Indexed: 11/27/2024]
Abstract
Background Hepatitis B virus (HBV) infection causes liver disease, including hepatocellular carcinoma. Controlling viral activity is crucial to reducing complications. Tenofovir may offer benefits over entecavir, but it is unclear if switching from entecavir to tenofovir improves outcomes. This study assesses the clinical impact of switching to tenofovir therapy for chronic HBV infection. Methods Following the PRISMA guidelines, we conducted a literature search within the Cochrane Library, PubMed, MEDLINE, Embase, and Scopus for studies of patients with HBV infection who were switched to tenofovir from entecavir or were maintained on entecavir. Both formulations of tenofovir, that is, tenofovir disoproxil fumarate and tenofovir alafenamide were included and analyzed in subgroup analysis. Meta-analyses were performed with RevMan 5.4 using a random-effects model, with statistical significance set at p < 0.05. Results A total of eight studies, comprising 833 patients, were included in the meta-analysis. Tenofovir showed a significantly higher likelihood of achieving complete virological response (RR 5.60; 95% CI 3.51-8.94; p < 0.00001) and a greater reduction in HBV DNA levels (MD -1.03 log IU/mL; 95% CI -1.69 to -0.36; p = 0.002) compared to entecavir. However, there was no significant difference in HBsAg reduction or HBeAg seroconversion between the two groups. ALT reductions were not statistically significant overall, although entecavir showed better outcomes in subgroup analysis. Conclusion Switching from entecavir to tenofovir improves virological response and reduces HBV DNA levels, but shows no significant advantage in HBsAg reduction, HBeAg seroconversion, or overall, ALT reduction.
Collapse
Affiliation(s)
- Muhammad Shahzil
- Department of Internal MedicineMilton S. Hershey Medical Center, The Pennsylvania State UniversityHersheyPennsylvaniaUSA
| | | | - Talha Kashif
- Department of MedicineKing Edward Medical UniversityLahorePakistan
| | | | - Anza Muhammad
- Department of MedicineKing Edward Medical UniversityLahorePakistan
| | - Faiza Khan
- Department of MedicineKing Edward Medical UniversityLahorePakistan
| | | | - Muhammad Ali Khaqan
- Department of Internal MedicineJohn H. Stroger, Jr. Hospital of Cook CountyChicagoIllinoisUSA
| | - Hassam Ali
- Department of GastroenterologyECU HealthGreenvilleNorth CarolinaUSA
| | - Yara Dababneh
- Department of Gastroenterology and HepatologyHenry Ford HospitalDetroitMichiganUSA
| | - Dilip Moonka
- Department of Gastroenterology and HepatologyHenry Ford HospitalDetroitMichiganUSA
| |
Collapse
|