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Tanaka M, Akiyama Y, Mori K, Hosaka I, Endo K, Ogawa T, Sato T, Suzuki T, Yano T, Ohnishi H, Hanawa N, Furuhashi M. Machine learning-based analyses of contributing factors for the development of hypertension: a comparative study. Clin Exp Hypertens 2025; 47:2449613. [PMID: 39773295 DOI: 10.1080/10641963.2025.2449613] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Revised: 11/25/2024] [Accepted: 12/30/2024] [Indexed: 01/11/2025]
Abstract
OBJECTIVES Sufficient attention has not been given to machine learning (ML) models using longitudinal data for investigating important predictors of new onset of hypertension. We investigated the predictive ability of several ML models for the development of hypertension. METHODS A total of 15 965 Japanese participants (men/women: 9,466/6,499, mean age: 45 years) who received annual health examinations were randomly divided into a training group (70%, n = 11,175) and a test group (30%, n = 4,790). The predictive abilities of 58 candidates including fatty liver index (FLI), which is calculated by using body mass index, waist circumference and levels of γ-glutamyl transferase and triglycerides, were investigated by statistics analogous to the area under the curve (AUC) in receiver operating characteristic curve analyses using ML models including logistic regression, random forest, naïve Bayes, extreme gradient boosting and artificial neural network. RESULTS During a 10-year period (mean period: 6.1 years), 2,132 subjects (19.1%) in the training group and 917 subjects (19.1%) in the test group had new onset of hypertension. Among the 58 parameters, systolic blood pressure, age and FLI were identified as important candidates by random forest feature selection with 10-fold cross-validation. The AUCs of ML models were 0.765-0.825, and discriminatory capacity was significantly improved in the artificial neural network model compared to that in the logistic regression model. CONCLUSIONS The development of hypertension can be simply and accurately predicted by each ML model using systolic blood pressure, age and FLI as selected features. By building multiple ML models, more practical prediction might be possible.
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Affiliation(s)
- Marenao Tanaka
- Department of Cardiovascular, Renal and Metabolic Medicine, Sapporo Medical University School of Medicine, Sapporo, Japan
- Tanaka Medical Clinic, Yoichi, Japan
| | - Yukinori Akiyama
- Department of Neurosurgery, Sapporo Medical University, Sapporo, Japan
| | - Kazuma Mori
- Department of Cardiovascular, Renal and Metabolic Medicine, Sapporo Medical University School of Medicine, Sapporo, Japan
- Department of Immunology and Microbiology, National Defense Medical College, Tokorozawa, Japan
| | - Itaru Hosaka
- Department of Cardiovascular Surgery, Sapporo Medical University School of Medicine, Sapporo, Japan
| | - Keisuke Endo
- Department of Cardiovascular, Renal and Metabolic Medicine, Sapporo Medical University School of Medicine, Sapporo, Japan
| | - Toshifumi Ogawa
- Department of Cardiovascular, Renal and Metabolic Medicine, Sapporo Medical University School of Medicine, Sapporo, Japan
- Department of Cellular Physiology and Signal Transduction, Sapporo Medical University School of Medicine, Sapporo, Japan
| | - Tatsuya Sato
- Department of Cardiovascular, Renal and Metabolic Medicine, Sapporo Medical University School of Medicine, Sapporo, Japan
- Department of Cellular Physiology and Signal Transduction, Sapporo Medical University School of Medicine, Sapporo, Japan
| | - Toru Suzuki
- Department of Cardiovascular, Renal and Metabolic Medicine, Sapporo Medical University School of Medicine, Sapporo, Japan
- Natori Toru Internal Medicine and Diabetes Clinic, Natori, Japan
| | - Toshiyuki Yano
- Department of Cardiovascular, Renal and Metabolic Medicine, Sapporo Medical University School of Medicine, Sapporo, Japan
| | - Hirofumi Ohnishi
- Department of Public Health, Sapporo Medical University School of Medicine, Sapporo, Japan
| | - Nagisa Hanawa
- Department of Health Checkup and Promotion, Keijinkai Maruyama Clinic, Sapporo, Japan
| | - Masato Furuhashi
- Department of Cardiovascular, Renal and Metabolic Medicine, Sapporo Medical University School of Medicine, Sapporo, Japan
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Giammarino A, Shah N, Ghani M, Ali H, Satapathy SK. Diagnostic Accuracy of Noninvasive Scores for Fibrotic MASH in a Cohort of Biopsy-proven MASLD Patients With Predominantly High BMI in the Primary Care Setting. J Clin Exp Hepatol 2025; 15:102556. [PMID: 40337254 PMCID: PMC12053704 DOI: 10.1016/j.jceh.2025.102556] [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: 04/09/2024] [Accepted: 03/20/2025] [Indexed: 05/03/2025] Open
Abstract
Background Currently, the Fibrosis-4 (FIB-4) and nonalcoholic fatty liver disease fibrosis score (NFS) are used to predict fibrosis and steatosis in patients with or at risk for metabolic dysfunction-associated steatotic liver disease (MASLD). More recently, the fibrotic nonalcoholic steatohepatitis (NASH) index (FNI) and steatosis-associated fibrosis estimator (SAFE) have been created. We have compared the accuracy of these noninvasive scoring systems in MASLD patients. Methods This is a retrospective analysis of 244 biopsy-proven MASLD patients from a tertiary health care system. Score performances were determined by calculating the area under the receiver operating characteristic (AUROC) curve with 95% confidence intervals, sensitivity, specificity, negative predictive value (NPV), and positive predictive value (PPV). Results About 25 (10.3%) patients had fibrotic metabolic dysfunction-associated steatohepatitis (MASH). The FNI score was best at predicting fibrotic MASH with an AUROC of 0.78, while NFS was the worst at predicting fibrotic NASH with an AUROC of 0.60. In the entire cohort, FNI of 0.33, FIB-4 of 2.67, SAFE >100, and NFS >0.675 had PPVs of 17%, 31%, 17%, and 16%, respectively, and NPVs of 97%, 92%, 96%, and 91%, respectively. Specificity was greatest for FIB4 at 92% and NFS at 86%, whereas the sensitivity was greatest for FNI and SAFE scores at 88% and 80%, respectively. Conclusion FNI and SAFE scores have superior diagnostic accuracy for fibrotic MASH compared to other scoring systems. While liver biopsy remains the gold standard diagnostic method, noninvasive scores like FNI, and SAFE scores can be used in everyday clinical practice to assess for fibrotic MASH.
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Affiliation(s)
- Alexa Giammarino
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Department of Gastroenterology and Transplant Hepatology, New Hyde Park, NY, 11040, USA
| | - Nairuti Shah
- NYU Langone Hospital - Long Island Department of Medicine, Mineola, NY, 11501, USA
| | - Maham Ghani
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Department of Gastroenterology and Transplant Hepatology, New Hyde Park, NY, 11040, USA
| | - Hassam Ali
- Department of Gastroenterology, Hepatology & Nutrition, ECU Health Medical Center/Brody School of Medicine, Greenville, NC, 27834, USA
| | - Sanjaya K. Satapathy
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Department of Gastroenterology and Transplant Hepatology, New Hyde Park, NY, 11040, USA
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Geng C, Gao P, Tang Y. Associations of metabolic dysfunction-related fatty liver disease and dementia risk: A prospective study based on the UK biobank. Arch Gerontol Geriatr 2025; 135:105845. [PMID: 40334383 DOI: 10.1016/j.archger.2025.105845] [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: 12/25/2024] [Revised: 03/24/2025] [Accepted: 03/27/2025] [Indexed: 05/09/2025]
Abstract
BACKGROUND Metabolic dysfunction-associated fatty liver disease (MAFLD) has garnered increasing attention for its potential link with dementia. This study aims to investigate the association between MAFLD and dementia, including its subtypes, to address existing knowledge gaps. METHODS A total of 415,116 participants from the UK Biobank were included, with standardized screening criteria used to determine MAFLD diagnosis. Cox regression was employed to assess the relationship between MAFLD and dementia risk. Subgroup analyzes were conducted to provide further insights into the impact of MAFLD on dementia risk, and the mediation effect of inflammation was evaluated. RESULTS Among the 150,509 MAFLD patients, there was a significantly elevated risk of dementia, with hazard ratios (HR) of 1. 526 (95 % CI = 1. 460-1. 596) for all-cause dementia, 1. 356 (95 % CI = 1. 266-1. 453) for Alzheimer's disease (AD), and 2. 206 (95 % CI = 2. 000-2. 434) for vascular dementia (VaD). MAFLD patients showed a significant reduction in gray matter volume in MAFLD patients (β = -0. 07, 95 % CI = -0. 17, -0. 01) and a marked increase in deep white matter lesion volume (P < 0. 001). Elevated inflammatory markers in MAFLD patients accounted for a mediation effect of 30. 8 %. CONCLUSION MAFLD substantially increases the risk of dementia, underscoring the importance of early intervention and prevention strategies targeting MAFLD to reduce dementia incidence.
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Affiliation(s)
- Chaofan Geng
- Department of Neurology & Innovation Center for Neurological Disorders, Xuanwu Hospital, Capital Medical University, National Center for Neurological Disorders, Beijing, China
| | - Peiyang Gao
- Department of Neurology & Innovation Center for Neurological Disorders, Xuanwu Hospital, Capital Medical University, National Center for Neurological Disorders, Beijing, China
| | - Yi Tang
- Department of Neurology & Innovation Center for Neurological Disorders, Xuanwu Hospital, Capital Medical University, National Center for Neurological Disorders, Beijing, China; Neurodegenerative Laboratory of Ministry of Education of the People's Republic of China, Beijing, China.
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Mohamed AA, Christensen DM, Mohammad M, Gluud LL, Knop FK, Biering-Sørensen T, Torp-Pedersen C, Andersson C, Schou M, Gislason G. The prognostic role of Fibrosis-4 score in heart failure with reduced ejection fraction. Int J Cardiol 2025; 429:133174. [PMID: 40107387 DOI: 10.1016/j.ijcard.2025.133174] [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: 01/12/2025] [Revised: 02/22/2025] [Accepted: 03/14/2025] [Indexed: 03/22/2025]
Abstract
BACKGROUND Heart failure with reduced ejection fraction (HFrEF) and metabolic dysfunction-associated steatotic liver disease (MASLD) are both associated with liver fibrosis. HFrEF patients may develop liver fibrosis due to hepatic congestion, MASLD, or a combination of both. The Fibrosis-4 (FIB-4) score calculated using age, aspartate aminotransferase, alanine aminotransferase, and platelet count, serves as a screening tool for advanced liver fibrosis. This study examines the association between the FIB-4 score and all-cause mortality, cardiovascular mortality, and major adverse liver outcomes (MALO) in patients with HFrEF. METHOD AND RESULTS This study included 4523 HFrEF patients from the Danish Heart Failure Registry. Based on FIB-4 score, 25.5 % were low-risk, 45.7 % were indeterminate-risk, and 28.8 % were high-risk for advanced liver fibrosis. After five years, the cumulative incidence of all-cause mortality was 43 % for the high-risk group, 36 % for the indeterminate-risk group, and 23 % for the low-risk group. The indeterminate-risk and high-risk group had an increased hazard ratio (HR) for all-cause mortality (HR 1.33, 95 % confidence interval [CI] 1.16-1.52; HR 1.51, 95 % CI 1.31-1.74) compared to the low-risk group. Similarly, HRs were elevated for cardiovascular mortality (HR 1.61, 95 % CI 1.27-2.05; HR 2.14, 95 % CI 1.67-2.74) and MALO (HR 1.77, 95 % CI 1.01-3.31; HR 2.54, 95 % CI 1.43-4.52). CONCLUSION A high FIB-4 score in patients with HFrEF is associated with increased mortality and MALO.
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Affiliation(s)
- Abdullahi A Mohamed
- Department of Cardiology, Copenhagen University Hospital - Herlev and Gentofte, Borgmester Ib Juuls Vej 1, 2730 Herlev, Denmark.
| | - Daniel M Christensen
- Department of Cardiology, Copenhagen University Hospital - Herlev and Gentofte, Borgmester Ib Juuls Vej 1, 2730 Herlev, Denmark; Department of Cardiology, Zealand University Hospital, Sygehusvej 10, 4000 Roskilde, Denmark
| | - Milan Mohammad
- Centre for Physical Activity Research, Copenhagen University Hospital - Rigshospitalet, Blegdamsvej 9, 2200 Copenhagen, Denmark
| | - Lise L Gluud
- Gastro Unit, Copenhagen University Hospital - Hvidovre, Kettegaards Alle 36, 2650, Hvidovre, Denmark; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Blegdamsvej 3, 2200 Copenhagen, Denmark
| | - Filip K Knop
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Blegdamsvej 3, 2200 Copenhagen, Denmark; Center for Clinical Metabolic Research, Copenhagen University Hospital - Gentofte, Hospitalsvej 1, 2900 Hellerup, Denmark
| | - Tor Biering-Sørensen
- Department of Cardiology, Copenhagen University Hospital - Herlev and Gentofte, Borgmester Ib Juuls Vej 1, 2730 Herlev, Denmark; Steno Diabetes Center Copenhagen, Borgmester Ib Juuls Vej 83, 2730 Herlev, Denmark; Center for Translational Cardiology and Pragmatic Randomized Trials, Department of Biomedical Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Hospitalsvej 1, 2900 Hellerup, Denmark; Department of Cardiology, Copenhagen University Hospital - Rigshospitalet, Blegdamsvej 9, 2200 Copenhagen, Denmark; Department of Public Health, Øster Farimagsgade 5, University of Copenhagen, Denmark
| | - Christian Torp-Pedersen
- Department of Public Health, Øster Farimagsgade 5, University of Copenhagen, Denmark; Department of Cardiology, Copenhagen University Hospital - Hillerød, Dyrehavevej 29, Hillerød, Denmark
| | - Charlotte Andersson
- Department of Cardiology, Copenhagen University Hospital - Herlev and Gentofte, Borgmester Ib Juuls Vej 1, 2730 Herlev, Denmark; Center for Advanced Heart Disease, Section of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, 75 Francis street, Boston, MA 02115, USA
| | - Morten Schou
- Department of Cardiology, Copenhagen University Hospital - Herlev and Gentofte, Borgmester Ib Juuls Vej 1, 2730 Herlev, Denmark; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Blegdamsvej 3, 2200 Copenhagen, Denmark
| | - Gunnar Gislason
- Department of Cardiology, Copenhagen University Hospital - Herlev and Gentofte, Borgmester Ib Juuls Vej 1, 2730 Herlev, Denmark; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Blegdamsvej 3, 2200 Copenhagen, Denmark
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Akabane M, Kawashima J, Altaf A, Woldesenbet S, Cauchy F, Aucejo F, Popescu I, Kitago M, Martel G, Ratti F, Aldrighetti L, Poultsides GA, Imaoka Y, Ruzzenente A, Endo I, Gleisner A, Marques HP, Lam V, Hugh T, Bhimani N, Shen F, Pawlik TM. Impact of disparity between imaging and pathological tumor size on cancer-specific prognosis among patients with hepatocellular carcinoma. EUROPEAN JOURNAL OF SURGICAL ONCOLOGY 2025; 51:109683. [PMID: 40009916 DOI: 10.1016/j.ejso.2025.109683] [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: 01/28/2025] [Accepted: 02/08/2025] [Indexed: 02/28/2025]
Abstract
BACKGROUND The association between preoperative imaging and postoperative pathological tumor size disparity, and cancer-specific survival (CSS) among patients undergoing hepatectomy for hepatocellular carcinoma (HCC) remains unclear. We sought to evaluate this association and identify predictors of size disparity. METHOD Patients undergoing curative-intent hepatectomy for HCC (2000-2023) were identified from an international, multi-institutional database. Size ratio was defined as the ratio of pathological to imaging tumor size. Patients with a size ratio of 0.5-1.5 were classified as "without size disparity," while patients outside this range were considered "with size disparity." Multivariable Cox regression was used to identify predictors of CSS, while logistic regression was utilized to determine factors associated with size disparity. For variables identified as significant in multivariable analyses, further evaluation including cutoff determination, were performed using receiver operating characteristic (ROC) analysis. RESULTS Among 833 patients, median size ratio was 1.02, with a strong correlation between imaging and pathological tumor sizes (r = 0.87). Size disparity was present in 106 patients (12.7 %); in general, patients had smaller median imaging sizes (2.85 vs. 4.80 cm; p < 0.001) while size on pathology was noted to be larger(both 4.50 cm; p = 0.370). Patients with size disparity had worse 5-year CSS (60.1% vs. 79.0 %; p < 0.001). Multivariable Cox regression identified higher ALBI score (HR:2.56 [1.50-4.37]; p < 0.001), larger pathological tumor size (HR:1.09 [1.03-1.15]; p = 0.001), and size disparity (HR:2.53 [1.37-4.66]; p = 0.002) as independent predictors of CSS. Logistic regression demonstrated that cirrhosis (OR: 2.68 [1.43-5.02]; p = 0.002) and log alpha-fetoprotein (AFP) (OR:1.11 [1.01-1.22]; p = 0.030) were associated with an increased likelihood of size disparity. Cirrhosis and log AFP could be used to stratify patients relative to probability of a size disparity (low-risk:9.9 %, medium-risk:12.2 %, high-risk:17.7 %). The optimal AFP cutoff value was 3928 ng/mL for non-cirrhotic (AUC:0.90) versus 28.9 ng/mL for cirrhotic (AUC:0.74) patients. CONCLUSION Tumor size disparity was associated with worse CSS among patients with HCC undergoing hepatectomy. Size disparity could be predicted preoperatively using cirrhosis status and AFP level, which may help identify high-risk patients who may benefit from more detailed imaging assessments.
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Affiliation(s)
- Miho Akabane
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH, USA
| | - Jun Kawashima
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH, USA
| | - Abdullah Altaf
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH, USA
| | - Selamawit Woldesenbet
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH, USA
| | - François Cauchy
- Department of Hepatobiliopancreatic Surgery, APHP, Beaujon Hospital, Clichy, France
| | - Federico Aucejo
- Department of General Surgery, Cleveland Clinic Foundation, OH, USA
| | - Irinel Popescu
- Department of Surgery, Fundeni Clinical Institute, Bucharest, Romania
| | - Minoru Kitago
- Department of Surgery, Keio University, Tokyo, Japan
| | - Guillaume Martel
- Department of Surgery, University of Ottawa, Ottawa, Ontario, Canada
| | | | | | | | - Yuki Imaoka
- Department of Surgery, Stanford University, Stanford, CA, USA
| | | | - Itaru Endo
- Department of Gastroenterological Surgery, Yokohama City University School of Medicine, Yokohama, Japan
| | - Ana Gleisner
- Department of Surgery, University of Colorado, Denver, CO, USA
| | - Hugo P Marques
- Department of Surgery, Curry Cabral Hospital, Lisbon, Portugal
| | - Vincent Lam
- Department of Surgery, Westmead Hospital, Sydney, NSW, Australia
| | - Tom Hugh
- Department of Surgery, School of Medicine, The University of Sydney, Sydney, NSW, Australia
| | - Nazim Bhimani
- Department of Surgery, School of Medicine, The University of Sydney, Sydney, NSW, Australia
| | - Feng Shen
- The Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Timothy M Pawlik
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH, USA.
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Ridder LOR, Just J, Hvas CL, Nielsen MM, Møller HJ, Grønbæk H, Gravholt CH. Elevated Liver Enzymes in Turner Syndrome: The Role of Low-grade Inflammation and Hormonal Imbalances. J Endocr Soc 2025; 9:bvaf059. [PMID: 40297608 PMCID: PMC12037259 DOI: 10.1210/jendso/bvaf059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2025] [Indexed: 04/30/2025] Open
Abstract
Context Turner syndrome (TS) is a chromosomal disorder in females characterized by the partial or complete absence of 1 X chromosome. Women with TS face a higher risk of liver disease, elevated enzymes and fibrosis, potentially linked to inflammation, and hormonal imbalances, though the cause remains unclear. Objective This paper investigates the associations between liver parameters, inflammatory markers, and hormonal factors in women with TS compared with age-matched female controls. Methods We included 82 women with TS and 59 female controls. Participants underwent clinical examinations, anthropometric measurements, and fasting biochemical assessments of liver enzymes ( γ-glutamyl transferase [GGT], aspartate aminotransferase [AST], alanine aminotransferase [ALT], FIB-4), inflammatory markers (C-reactive protein [CRP], soluble CD163 [sCD163]), sex hormones, and 11-oxygenated C19 steroids. We also assessed myeloperoxidase (MPO) and neutrophil elastase gene expression levels and performed FibroScan and dual-energy X-ray absorptiometry. Results Women with TS had higher levels of liver enzymes (GGT, AST, ALT) and FIB-4 than controls (P < .001, all). The inflammatory markers CRP and sCD163 were both correlated with elevated liver parameters in women with TS. Hormonal variables such as 11β-hydroxytestosterone levels, were also associated with elevated liver enzymes in women with TS. The neutrophil activation marker MPO was elevated in TS and correlated with liver parameters and sCD163. Conclusion Women with TS have elevated liver enzymes associated with low-grade chronic inflammation and hormonal imbalances. These findings highlight the importance of regular monitoring of liver function, inflammatory markers, and hormonal levels in women with TS to enable early intervention and potentially improve clinical outcomes.
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Affiliation(s)
- Lukas Ochsner Reynaud Ridder
- Department of Endocrinology, Aarhus University Hospital, 8200 Aarhus, Denmark
- Department of Molecular Medicine, Aarhus University Hospital, 8200 Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, 8200 Aarhus, Denmark
| | - Jesper Just
- Department of Molecular Medicine, Aarhus University Hospital, 8200 Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, 8200 Aarhus, Denmark
| | - Christian Lodberg Hvas
- Department of Clinical Medicine, Aarhus University, 8200 Aarhus, Denmark
- Department of Hepatology & Gastroenterology, Aarhus University Hospital, 8200 Aarhus, Denmark
| | - Mette Mølby Nielsen
- Department of Clinical Biochemistry, Aarhus University Hospital, 8200 Aarhus, Denmark
| | - Holger Jon Møller
- Department of Clinical Medicine, Aarhus University, 8200 Aarhus, Denmark
- Department of Clinical Biochemistry, Aarhus University Hospital, 8200 Aarhus, Denmark
| | - Henning Grønbæk
- Department of Clinical Medicine, Aarhus University, 8200 Aarhus, Denmark
- Department of Hepatology & Gastroenterology, Aarhus University Hospital, 8200 Aarhus, Denmark
| | - Claus H Gravholt
- Department of Endocrinology, Aarhus University Hospital, 8200 Aarhus, Denmark
- Department of Molecular Medicine, Aarhus University Hospital, 8200 Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, 8200 Aarhus, Denmark
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Rusu EC, Clavero-Mestres H, Sánchez-Álvarez M, Veciana-Molins M, Bertran L, Monfort-Lanzas P, Aguilar C, Camaron J, Auguet T. Uncovering hepatic transcriptomic and circulating proteomic signatures in MASH: A meta-analysis and machine learning-based biomarker discovery. Comput Biol Med 2025; 191:110170. [PMID: 40220593 DOI: 10.1016/j.compbiomed.2025.110170] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2024] [Revised: 04/05/2025] [Accepted: 04/05/2025] [Indexed: 04/14/2025]
Abstract
BACKGROUND Metabolic-associated steatohepatitis (MASH), the progressive form of metabolic-associated steatotic liver disease (MASLD), poses significant risks for liver fibrosis and cardiovascular complications. Despite extensive research, reliable biomarkers for MASH diagnosis and progression remain elusive. This study aimed to identify hepatic transcriptomic and circulating proteomic signatures specific to MASH, and to develop a machine learning-based biomarker discovery model. METHODS A systematic review of RNA-Seq and proteomic datasets was conducted, retrieving 7 hepatic transcriptomics and 3 circulating proteomics studies, encompassing 483 liver samples and 169 serum/plasma samples, respectively. Differential gene and protein expression analyses were performed, and pathways were enriched using gene set enrichment analysis. A machine learning (ML) model was developed to identify MASH-specific biomarkers, utilizing biologically significant protein ratios. KEY FINDINGS Hepatic transcriptomic analysis identified 5017 differentially expressed genes (DEGs), with significant enrichment of extracellular matrix (ECM) pathways. Serum proteomics revealed six differentially expressed proteins (DEPs), including complement-related proteins. Integration of transcriptomic and proteomic data highlighted the complement cascade as a key pathway in MASH, with discordant regulation between the liver and circulation. The ML-based biomarker discovery model, utilizing protein ratios, achieved an F1 scores of 0.83 and 0.64 in the training sets and 0.67 in an external validation set. CONCLUSION Our findings indicate ECM deregulation and complement system involvement in MASH progression. The novel ML model incorporating protein ratios offers a potential tool for MASH diagnosis. However, further refinement and validation across larger and more diverse cohorts is needed to generalize these results.
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Affiliation(s)
- Elena Cristina Rusu
- GEMMAIR research Unit (AGAUR) - Applied Medicine (URV). Department of Medicine and Surgery. University Rovira I Virgili (URV), Health Research Institute Pere Virgili (IISPV), 43007, Tarragona, Spain; Institute for Integrative Systems Biology (I2SysBio), University of Valencia and the Spanish National Research Council (CSIC), 46980, Valencia, Spain.
| | - Helena Clavero-Mestres
- GEMMAIR research Unit (AGAUR) - Applied Medicine (URV). Department of Medicine and Surgery. University Rovira I Virgili (URV), Health Research Institute Pere Virgili (IISPV), 43007, Tarragona, Spain.
| | - Mario Sánchez-Álvarez
- GEMMAIR research Unit (AGAUR) - Applied Medicine (URV). Department of Medicine and Surgery. University Rovira I Virgili (URV), Health Research Institute Pere Virgili (IISPV), 43007, Tarragona, Spain.
| | - Marina Veciana-Molins
- GEMMAIR research Unit (AGAUR) - Applied Medicine (URV). Department of Medicine and Surgery. University Rovira I Virgili (URV), Health Research Institute Pere Virgili (IISPV), 43007, Tarragona, Spain.
| | - Laia Bertran
- GEMMAIR research Unit (AGAUR) - Applied Medicine (URV). Department of Medicine and Surgery. University Rovira I Virgili (URV), Health Research Institute Pere Virgili (IISPV), 43007, Tarragona, Spain.
| | - Pablo Monfort-Lanzas
- Institute of Medical Biochemistry, Biocenter, Medical University of Innsbruck, 6020, Innsbruck, Austria; Institute of Bioinformatics, Biocenter, Medical University of Innsbruck, 6020, Innsbruck, Austria.
| | - Carmen Aguilar
- GEMMAIR research Unit (AGAUR) - Applied Medicine (URV). Department of Medicine and Surgery. University Rovira I Virgili (URV), Health Research Institute Pere Virgili (IISPV), 43007, Tarragona, Spain.
| | - Javier Camaron
- Internal Medicine Unit, Joan XXIII University Hospital of Tarragona, 43007, Tarragona, Spain.
| | - Teresa Auguet
- GEMMAIR research Unit (AGAUR) - Applied Medicine (URV). Department of Medicine and Surgery. University Rovira I Virgili (URV), Health Research Institute Pere Virgili (IISPV), 43007, Tarragona, Spain; Internal Medicine Unit, Joan XXIII University Hospital of Tarragona, 43007, Tarragona, Spain.
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8
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Soltani A, Aghakhani A, Dehghanbanadaki H, Majidi Z, Rezaei-Tavirani M, Shafiee G, Ostovar A, Mir Moeini SA, Bandarian F, Larijani B, Nabipour I, Fahimfar N, Razi F. Association between liver fibrosis and osteoporosis in adults aged 50 and older: insights from the Bushehr Elderly Health Program. J Diabetes Metab Disord 2025; 24:65. [PMID: 39927178 PMCID: PMC11803014 DOI: 10.1007/s40200-025-01574-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/11/2024] [Accepted: 01/26/2025] [Indexed: 02/11/2025]
Abstract
Objectives Both liver fibrosis and osteoporosis share inflammatory pathways, with liver fibrosis potentially contributing to decreased bone mineral density (BMD). The rising prevalence of non-alcoholic fatty liver disease (NAFLD) and associated liver fibrosis, especially in older populations, may increase the risk of osteoporosis, but evidence remains inconclusive. This study aims to investigate the relationship between liver fibrosis and osteoporosis in individuals over 50 years old. Methods This cross-sectional study used data from the Bushehr Elderly Health Program (BEHP), a cohort of 2,000 participants aged 50 and older, selected through multistage stratified random sampling. BMD and trabecular bone score (TBS) measurements were assessed. The Fibrosis-4 (FIB-4) index, a surrogate marker for liver fibrosis, was also calculated to examine its association with these bone health indicators. Multiple linear regression was applied to assess the relationship between FIB-4 and lumbar, hip, femoral neck BMD, and TBS scores, while logistic regression was used to evaluate osteoporosis as the dependent variable. Results A total of 1,959 participants with adequate data were included in our analysis. 538 participants had osteoporosis, 936 participants had osteopenia, and 485 participants had normal bone density. FIB-4 index was higher in osteoporotic groups (1.45 ± 0.90) than in osteopenic (1.26 ± 0.58, p < 0.001) and normal groups (1.17 ± 0.48, p < 0.001). After controlling for confounders, FIB-4 index was negatively associated with hip BMD (βmen=-0.0162; 95% CI: -0.0313, -0.0012 and βwomen=-0.0221; 95% CI: -0.0340, -0.0102), femoral neck BMD (βmen=-0.0216; 95% CI: -0.0356, -0.0076 and βwomen=-0.0233; 95% CI: -0.0342, 0.0124), and TBS (βmen=-0.0154; 95% CI: -0.0264, -0.0043 and βwomen=-0.0244; 95% CI: -0.0338, -0.0149) in both genders and with lumbar BMD in women (β=-0.0176; 95% CI: -0.0307, -0.0045). An increase in the FIB-4 index was associated with more than a twofold rise in the risk of developing osteoporosis in women (OR = 2.123; 95% CI: 1.503, 3.000; p < 0.001) and a 36% higher risk in men (OR = 1.366; 95% CI: 1.012, 1.844; p = 0.042). Conclusions Liver fibrosis is associated with decreased bone density and attenuated bone architecture. Elevated FIB-4 index has been identified as a risk factor for osteoporosis, indicating a potential link between liver fibrosis and deteriorating bone health.
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Affiliation(s)
- Azin Soltani
- Metabolomics and Genomics Research Center, Endocrinology and Metabolism Molecular-Cellular Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
- School of Medicine, Tehran University of Medical Sciences (TUMS), Tehran, Iran
| | - Amirhossein Aghakhani
- Osteoporosis Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Hojat Dehghanbanadaki
- Metabolic Disorders Research Center, Endocrinology and Metabolism Molecular-Cellular Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Ziba Majidi
- Department of Medical Laboratory Science, School of Allied Medical Sciences, Tehran University of Medical Sciences, Tehran, Iran
| | - Mostafa Rezaei-Tavirani
- Proteomics Research Center, Faculty of Paramedical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Gita Shafiee
- Chronic Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Afshin Ostovar
- Osteoporosis Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | | | - Fatemeh Bandarian
- Metabolomics and Genomics Research Center, Endocrinology and Metabolism Molecular-Cellular Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Bagher Larijani
- Endocrinology and Metabolism Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Iraj Nabipour
- The Persian Gulf Marine Biotechnology Research Center, The Persian Gulf Biomedical Sciences Research Institute, Bushehr University of Medical Sciences, Bushehr, Iran
| | - Noushin Fahimfar
- Metabolomics and Genomics Research Center, Endocrinology and Metabolism Molecular-Cellular Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
- Osteoporosis Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Farideh Razi
- Metabolomics and Genomics Research Center, Endocrinology and Metabolism Molecular-Cellular Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
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Akabane M, Kawashima J, Altaf A, Woldesenbet S, Cauchy F, Aucejo F, Popescu I, Kitago M, Martel G, Ratti F, Aldrighetti L, Poultsides GA, Imaoka Y, Ruzzenente A, Endo I, Gleisner A, Marques HP, Lam V, Hugh T, Bhimani N, Shen F, Pawlik TM. Dynamic ALBI score and FIB-4 index trends to predict complications after resection of hepatocellular carcinoma: A K-means clustering approach. EUROPEAN JOURNAL OF SURGICAL ONCOLOGY 2025; 51:109723. [PMID: 40023021 DOI: 10.1016/j.ejso.2025.109723] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2025] [Accepted: 02/22/2025] [Indexed: 03/04/2025]
Abstract
BACKGROUND Severe postoperative complications still occur following hepatectomy among patients with hepatocellular carcinoma (HCC). There is a need to identify high-risk patients for severe complications to enhance patient safety. We sought to evaluate the combined impact of pre- and postoperative albumin-bilirubin (ALBI) score and Fibrosis-4 (FIB-4) index trends to predict severe complications after HCC resection. METHOD Patients with HCC undergoing curative-intent hepatectomy (2000-2023) were identified from an international, multi-institutional database. The cohort was divided into training (n = 439) and testing (n = 651) sets. ALBI score and FIB-4 index trends from preoperative to postoperative days 1, 3, and 5 were used for K-means clustering (K = 3). A logistic regression model was developed using the training set, and its performance was evaluated using the area under the receiver operating characteristic curve (AUC) in both cohorts. RESULTS Severe complications (Clavien-Dindo Grade ≥ IIIa) occurred in 118 patients (10.8 %); 43 (9.8 %) in training and 75 (11.5 %) in testing set (p = 0.42). K-means clustering identified three groups: Cluster1 (low), Cluster2 (intermediate), and Cluster3 (high), which was associated with a progressively increasing risk of complications (p < 0.01). On multivariable logistic regression, patients in ALBI Cluster1 had 76 % decreased odds (odds ratio[OR] 0.24, 95 % CI 0.07-0.83, p = 0.02) of postoperative complications relative to Cluster3 patients. Individuals categorized into FIB-4 Cluster1 had 85 % decreased odds (OR 0.15, 95 % CI 0.02-1.24, p = 0.07) versus patients in FIB-4 Cluster3. A new prediction model incorporating ALBI and FIB-4 index clusters achieved an AUC of 0.71, outperforming models based on preoperative data. A tool was made available at https://nm49jf-miho-akabane.shinyapps.io/HCC_ALBI/. CONCLUSION A dynamic ALBI score and FIB-4 index trend tool improved risk stratification of patients undergoing resection of HCC relative to severe complications.
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Affiliation(s)
- Miho Akabane
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH, USA
| | - Jun Kawashima
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH, USA
| | - Abdullah Altaf
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH, USA
| | - Selamawit Woldesenbet
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH, USA
| | - François Cauchy
- Department of Hepatobiliopancreatic Surgery, APHP, Beaujon Hospital, Clichy, France
| | - Federico Aucejo
- Department of General Surgery, Cleveland Clinic Foundation, OH, USA
| | - Irinel Popescu
- Department of Surgery, Fundeni Clinical Institute, Bucharest, Romania
| | - Minoru Kitago
- Department of Surgery, Keio University, Tokyo, Japan
| | - Guillaume Martel
- Department of Surgery, University of Ottawa, Ottawa, Ontario, Canada
| | | | | | | | - Yuki Imaoka
- Department of Surgery, Stanford University, Stanford, CA, USA
| | | | - Itaru Endo
- Department of Gastroenterological Surgery, Yokohama City University School of Medicine, Yokohama, Japan
| | - Ana Gleisner
- Department of Surgery, University of Colorado, Denver, CO, USA
| | - Hugo P Marques
- Department of Surgery, Curry Cabral Hospital, Lisbon, Portugal
| | - Vincent Lam
- Department of Surgery, Westmead Hospital, Sydney, NSW, Australia
| | - Tom Hugh
- Department of Surgery, School of Medicine, The University of Sydney, Sydney, NSW, Australia
| | - Nazim Bhimani
- Department of Surgery, School of Medicine, The University of Sydney, Sydney, NSW, Australia
| | - Feng Shen
- The Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China
| | - Timothy M Pawlik
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH, USA
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10
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Not A, Ouaarab‐Essadek H, Montoro M, Treviño B, Buti M, Morillas RM, Bordoy AE, Folch C, Majó X, Casabona J, Prat JGI, Martró E. Hepatitis B and C Screening and Linkage to Care in Migrants From Endemic Countries in Barcelona Through a Community Action. Liver Int 2025; 45:e70126. [PMID: 40351294 PMCID: PMC12067362 DOI: 10.1111/liv.70126] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/24/2024] [Revised: 03/13/2025] [Accepted: 04/28/2025] [Indexed: 05/14/2025]
Abstract
BACKGROUND AND AIMS Migrants from endemic areas are key populations for hepatitis B virus (HBV) and hepatitis C virus (HCV) infection screening in Europe. This study assessed the feasibility and outcomes of a community action that combined education, screening, and simplified access to care for migrants in Barcelona. METHODS Adult migrants from Pakistan, Romania, and Senegal were included from 2021 to 2023, through a community action involving education, an epidemiological questionnaire, and rapid testing for HBV surface antigen (HBsAg) and HCV antibodies. If positive, DBS samples were collected for laboratory confirmation. Viremic cases were referred to an International Health Unit (IHU). RESULTS Overall, 786 participants were included (346 from Pakistan, 304 from Senegal and 136 from Romania). Previous screening for HBV and HCV was 8.0% and 7.7%, respectively. HBsAg prevalence was 0.9% for migrants from Pakistan, 8.2% for those from Senegal and 1.4% for those from Romania (n = 30/786, 23 new diagnoses). Among these, 69.6% attended the IHU and were HBV-DNA positive, but none met treatment criteria. Anti-HCV prevalence was 3.5%, 0.7% and 1.4% for migrants from Pakistan, Senegal and Romania, respectively (n = 16/768, 12 new diagnoses), and HCV-RNA prevalence was 0.9%, 0.3% and 0.7%, respectively (N = 6, all new diagnoses); 4 (66.6%) cases were linked to treatment and two were cured. CONCLUSIONS This novel community action successfully reached migrants in a situation of vulnerability and provided them access to testing and care. The high prevalence observed and the limited self-knowledge of their HBV and HCV status justify targeted screening in these groups.
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Affiliation(s)
- Anna Not
- Genetics and Microbiology DepartmentUniversitat Autònoma de Barcelona (UAB)BarcelonaSpain
- Microbiology DepartmentLaboratori Clínic Metropolitana Nord (LCMN), Germans Trias i Pujol Research Institute and Hospital (IGTP)BarcelonaSpain
- Consorcio de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos IIIMadridSpain
| | - Hakima Ouaarab‐Essadek
- Community & Public Health Team (ESPIC), Drassanes‐Vall D'hebron Centre for International Health and Infectious DiseasesBarcelonaSpain
| | - Marcos Montoro
- Centre d'Estudis Epidemiològics Sobre les ITS i la Sida de Catalunya (CEEISCAT), Agència de Salut Pública de Catalunya (ASPCAT)BarcelonaSpain
| | - Begoña Treviño
- Community & Public Health Team (ESPIC), Drassanes‐Vall D'hebron Centre for International Health and Infectious DiseasesBarcelonaSpain
| | - María Buti
- Hepatology DepartmentHospital Universitari Vall HebrónBarcelonaSpain
- Consorcio de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos IIIMadridSpain
| | - Rosa M. Morillas
- Consorcio de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos IIIMadridSpain
- Hepatology UnitHospital Universitari Germans Trias i PujolBarcelonaSpain
| | - Antoni E. Bordoy
- Microbiology DepartmentLaboratori Clínic Metropolitana Nord (LCMN), Germans Trias i Pujol Research Institute and Hospital (IGTP)BarcelonaSpain
| | - Cinta Folch
- Consorcio de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos IIIMadridSpain
- Centre d'Estudis Epidemiològics Sobre les ITS i la Sida de Catalunya (CEEISCAT), Agència de Salut Pública de Catalunya (ASPCAT)BarcelonaSpain
| | - Xavier Majó
- Agència de Salut Pública de CatalunyaBarcelonaSpain
| | - Jordi Casabona
- Consorcio de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos IIIMadridSpain
- Centre d'Estudis Epidemiològics Sobre les ITS i la Sida de Catalunya (CEEISCAT), Agència de Salut Pública de Catalunya (ASPCAT)BarcelonaSpain
| | - Jordi Gómez i Prat
- Community & Public Health Team (ESPIC), Drassanes‐Vall D'hebron Centre for International Health and Infectious DiseasesBarcelonaSpain
| | - Elisa Martró
- Genetics and Microbiology DepartmentUniversitat Autònoma de Barcelona (UAB)BarcelonaSpain
- Microbiology DepartmentLaboratori Clínic Metropolitana Nord (LCMN), Germans Trias i Pujol Research Institute and Hospital (IGTP)BarcelonaSpain
- Consorcio de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos IIIMadridSpain
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11
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Tamulevicius M, Bucher F, Dastagir N, Obed D, Vogt PM, Dastagir K. Adding fuel to the fire: The impact of alcohol consumption on outcomes after hand burns - A retrospective cohort study. Burns 2025; 51:107460. [PMID: 40188768 DOI: 10.1016/j.burns.2025.107460] [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: 12/24/2024] [Revised: 03/01/2025] [Accepted: 03/12/2025] [Indexed: 05/24/2025]
Abstract
INTRODUCTION Alcohol abuse is a common comorbidity among burn patients. Elevated blood alcohol levels lead to increased inflammation, delayed wound healing, and prolonged recovery. However, knowledge about outcomes in hand burn patients is limited. Our study aims to analyze the association between alcohol consumption and its impact on outcomes of patients suffering hand burns. METHODS A retrospective analysis of patients admitted with hand burns from 2007 to 2024 was conducted. Patients were categorized into two groups based on blood alcohol content (BAC): low (<100 mg/dL) and high (≥100 mg/dL). Data collected included demographics, comorbidities, and outcomes. RESULTS Ninety-five patients (85.3 % male; mean age 43.8 ± 15.9 years) were included. Most hand burns were bilateral (58.9 %), and 7.4 % were isolated. No significant differences in demographics, comorbidities, or ICU admission rates were observed between BAC groups. Full-thickness burns were significantly more frequent in the high BAC group (15.7 % vs. 2.3 %, P = 0.035). The high BAC group had a longer hospital stay (22.3 ± 23.1 vs. 13.6 ± 16.2 days, P = 0.038), higher rates of inpatient rehabilitation (50.0 % vs. 24.3 %, P = 0.023) and poorer functional outcomes (Quick DASH, 19.0 ± 4.0 vs. 17.1 ± 4.5, P = 0.033). CONCLUSIONS Elevated BAC in hand burn patients is associated with longer hospital stays, more severe burn depth, and worse functional outcomes. Implementing targeted interventions, such as alcohol withdrawal management and enhanced therapy protocols, could improve patient outcomes in this high-risk group.
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Affiliation(s)
- Martynas Tamulevicius
- Department of Plastic, Aesthetic, Hand and Reconstructive Surgery, Hannover Medical School, Carl-Neuberg-Str. 1, Hannover D-30625, Germany.
| | - Florian Bucher
- Department of Plastic, Aesthetic, Hand and Reconstructive Surgery, Hannover Medical School, Carl-Neuberg-Str. 1, Hannover D-30625, Germany
| | - Nadjib Dastagir
- Department of Plastic, Aesthetic, Hand and Reconstructive Surgery, Hannover Medical School, Carl-Neuberg-Str. 1, Hannover D-30625, Germany
| | - Doha Obed
- Department of Plastic, Aesthetic, Hand and Reconstructive Surgery, Hannover Medical School, Carl-Neuberg-Str. 1, Hannover D-30625, Germany
| | - Peter M Vogt
- Department of Plastic, Aesthetic, Hand and Reconstructive Surgery, Hannover Medical School, Carl-Neuberg-Str. 1, Hannover D-30625, Germany
| | - Khaled Dastagir
- Department of Plastic, Aesthetic, Hand and Reconstructive Surgery, Hannover Medical School, Carl-Neuberg-Str. 1, Hannover D-30625, Germany
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12
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Çadırci E, Sorgun MH, Bozkurt KU, Erdoğan S, Aksun ZÖ, Ergül E, Çoban B, Yaşıtlı BB, Gencer Eİ, Muratoğlu DS, Özmutlu BE, Gökmen D, Işıkay CT. Is the FIB-4 score a prognostic factor in acute ischemic stroke patients receiving intravenous thrombolytic therapy? J Clin Neurosci 2025; 136:111251. [PMID: 40273599 DOI: 10.1016/j.jocn.2025.111251] [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: 11/21/2024] [Revised: 03/23/2025] [Accepted: 04/14/2025] [Indexed: 04/26/2025]
Abstract
BACKGROUND Liver dysfunction is recognized as a risk factor for poor outcome after. stroke. The FIB-4 index, a laboratory test for predicting liver fibrosis, has been shown to be. associated with poor prognosis in cardiovascular and cerebrovascular diseases. The aim of. this study was to explore the relationship between FIB-4 score and hemorrhagic. transformation, mortality, and prognosis in patients with acute ischemic stroke who received. intravenous thrombolytic therapy (IV tPA). METHODS The records of 255 consecutive patients who received IV tPA for acute. ischemic stroke were retrospectively reviewed. Patients were divided into two groups. according to their FIB-4 scores: group 1 (FIB-4 ≤ 2.67) and group 2 (FIB-4 > 2.67). The. demographic data, NIHSS scores at admission, THRIVE scores, intracranial bleeding rates, (using the Heidelberg Bleeding Classification, NINDS and ECASS criteria for symptomatic. intracranial hemorrhage), stroke etiology subtypes (using the automated Causative. Classification System), and mRS scores at the third month were recorded. RESULTS On logistic regression analysis, group 2 patients were older, had higher mRS. scores at the third month and had increased mortality within 3 months when compared with. group 1 (p ≤ 0.05). Although group 2 patients had a higher rate of intracranial hemorrhage, the difference was not statistically significant. CONCLUSIONS The FIB-4 index may serve as a a useful predictor of poor prognosis in patients with acute ischemic stroke who received IV tPA. Large-scale prospective studies are needed to confirm this relationship and provide valuable insights for clinical practice.
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Affiliation(s)
- Ege Çadırci
- Department of Neurology, Ankara University School of Medicine, İbni Sina Hospital, Ankara, Turkey.
| | - Mine Hayriye Sorgun
- Department of Neurology, Ankara University School of Medicine, İbni Sina Hospital, Ankara, Turkey
| | - Kurtuluş Umut Bozkurt
- Department of Neurology, Ankara University School of Medicine, İbni Sina Hospital, Ankara, Turkey
| | - Seyda Erdoğan
- Department of Neurology, Ankara University School of Medicine, İbni Sina Hospital, Ankara, Turkey
| | - Zerin Özaydın Aksun
- Department of Neurology, Ankara University School of Medicine, İbni Sina Hospital, Ankara, Turkey
| | - Eray Ergül
- Department of Neurology, Ankara University School of Medicine, İbni Sina Hospital, Ankara, Turkey
| | - Burak Çoban
- Department of Neurology, Ankara University School of Medicine, İbni Sina Hospital, Ankara, Turkey
| | - Büşra Begüm Yaşıtlı
- Department of Neurology, Ankara University School of Medicine, İbni Sina Hospital, Ankara, Turkey
| | - Elif İpek Gencer
- Department of Neurology, Ankara University School of Medicine, İbni Sina Hospital, Ankara, Turkey.
| | - Dicle Seray Muratoğlu
- Department of Neurology, Ankara University School of Medicine, İbni Sina Hospital, Ankara, Turkey
| | - Buse Elitaş Özmutlu
- Department of Neurology, Ankara University School of Medicine, İbni Sina Hospital, Ankara, Turkey
| | - Derya Gökmen
- Department of Biostatistics, Ankara University School of Medicine, İbni Sina Hospital, Ankara, Turkey.
| | - Canan Togay Işıkay
- Department of Neurology, Ankara University School of Medicine, İbni Sina Hospital, Ankara, Turkey
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13
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Zhang R, Weng G, Wang J, Lin Y, Chen Q, Ou Y, Yu J. Association between HALP and all-cause and specific mortality in US adult with nonalcoholic fatty liver disease cirrhosis: a cohort study of National Health and Nutrition Examination Survey 2005-2018. Eur J Gastroenterol Hepatol 2025; 37:775-783. [PMID: 40207475 DOI: 10.1097/meg.0000000000002959] [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] [Indexed: 04/11/2025]
Abstract
BACKGROUND AND AIMS Nonalcoholic fatty liver disease (NAFLD) cirrhosis is a significant health concern with a major impact on global morbidity and mortality. This study investigates the association of hemoglobin, albumin, lymphocyte, and platelet (HALP) with all-cause mortality, cardiovascular disease mortality, and cancer-related mortality in patients with NAFLD cirrhosis. METHODS This retrospective cohort study used data from the National Health and Nutrition Examination Survey, assessing 11 550 adults. NAFLD cirrhosis was defined by a hepatic steatosis index greater than 36 and a NAFLD fibrosis score greater than 0.676 in participants without viral hepatitis or excessive alcohol use. The HALP score was categorized into low (<32), moderate (32-48.3), and high (>48.3). Logistic and weighted Cox regression analyses were conducted, along with subgroup and restricted cubic spline analyses. RESULTS Higher HALP scores were associated with lower all-cause mortality. Subgroup analyses revealed significant interactions with gender and age, showing a decreased risk of all-cause mortality in males and individuals aged 40 and above with higher HALP scores. A U-shaped relationship between HALP scores and all-cause mortality was observed. CONCLUSION The study demonstrates that HALP is associated with a lower risk of all-cause mortality in the NAFLD cirrhosis population, suggesting that HALP may be a useful predictor of mortality risk.
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Affiliation(s)
- Ruifeng Zhang
- Department of Clinical Medicine, Shantou University Medical College, Shantou, China
| | - Gengjia Weng
- Department of Clinical Medicine, Shantou University Medical College, Shantou, China
| | - Jiahao Wang
- Department of Clinical Medicine, Shantou University Medical College, Shantou, China
| | - Yiyin Lin
- Department of Clinical Medicine, Shantou University Medical College, Shantou, China
| | - Qitai Chen
- Department of Clinical Medicine, Shantou University Medical College, Shantou, China
| | - Yusen Ou
- Department of Clinical Medicine, Shantou University Medical College, Shantou, China
| | - Jing Yu
- Department of Gastroenterology, First Affiliated Hospital of Shantou University Medical College, Shantou, China
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14
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Kowdley KV, Victor DW, MacEwan JP, Nair R, Levine A, Hernandez J, Bessonova L, Li J, Wheeler D, Hirschfield G. Longitudinal Relationship Between Elevated Liver Biochemical Tests and Negative Clinical Outcomes in Primary Biliary Cholangitis: A Population-Based Study. Aliment Pharmacol Ther 2025; 61:1775-1784. [PMID: 40176393 PMCID: PMC12074557 DOI: 10.1111/apt.70120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/13/2024] [Revised: 12/17/2024] [Accepted: 03/23/2025] [Indexed: 04/04/2025]
Abstract
BACKGROUND Elevated liver biochemistries are associated with increased risk of negative outcomes in patients with primary biliary cholangitis (PBC). AIMS To evaluate whether longitudinal monitoring of liver biochemistries and fibrosis scores provides additional prognostic value and to assess the relationship between the degree of elevation of multiple biomarkers within different alkaline phosphatase (ALP) strata. METHODS Adults with PBC were identified from Komodo's Healthcare Map. A Cox proportional hazards model examined time to first occurrence of hospitalisation due to hepatic decompensation, liver transplantation, or death as a function of the proportion of time during follow-up that liver biochemistries and fibrosis scores exceeded thresholds. Within ALP strata (ALP ≤ upper limit of normal [ULN]; ALP>ULN to ≤ 1.67 × ULN; ALP > 1.67 × ULN), separate multivariate Cox hazard models assessed the association between time-varying covariates and the composite endpoint. RESULTS Overall, 3974 patients were included; 88.2% were female, with a mean age of 59.4 years. The median follow-up was 2.5 years. Increasing magnitude and duration beyond established thresholds of ALP, alanine aminotransferase (ALT), aspartate aminotransferase (AST), total bilirubin (TB), AST/platelet ratio index (APRI) and fibrosis-4 (FIB-4) were associated with increased risk of negative outcomes. Elevated ALT, AST, TB, APRI and FIB-4 were associated with increased risk of negative outcomes across all ALP strata. CONCLUSIONS Prolonged elevation of multiple hepatic biomarkers and fibrosis scores is associated with a greater risk of negative clinical outcomes, underscoring the importance of ongoing monitoring beyond the guideline-recommended initial treatment response to guide timely treatment decisions and improve PBC management.
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Affiliation(s)
- Kris V. Kowdley
- Liver Institute Northwest and Elson S. Floyd College of MedicineWashington State UniversitySeattleWashingtonUSA
| | | | | | - Radhika Nair
- Intercept PharmaceuticalsMorristownNew JerseyUSA
| | | | | | | | - Jing Li
- Intercept PharmaceuticalsMorristownNew JerseyUSA
| | | | - Gideon Hirschfield
- The Autoimmune and Rare Liver Disease Programme, Division of Gastroenterology and HepatologyToronto General HospitalTorontoOntarioCanada
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15
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Mori Y, Tamburini K, Novruzov E, Schmitt D, Mavriopoulou E, Loosen SH, Roderburg C, Watabe T, Kratochwil C, Röhrich M, Alavi A, Haberkorn U, Giesel FL. Efficacy of [ 68Ga]Ga-FAPI-PET as a non-invasive evaluation method of liver fibrosis. Ann Nucl Med 2025; 39:631-639. [PMID: 40048016 PMCID: PMC12095406 DOI: 10.1007/s12149-025-02027-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2024] [Accepted: 02/12/2025] [Indexed: 05/22/2025]
Abstract
INTRODUCTION Liver fibrosis is a chronic fibrosing hepatic disorder following recurrent injury, characterized by the excessive accumulation of extracellular matrix. Early detection has a great clinical impact because 80-90% of hepatocellular carcinomas are known to develop in fibrotic or cirrhotic (end-stage fibrotic) livers. PET imaging with FAP ligands exhibited highly promising results in recent years to visualize fibrosis in various organs due to the crucial role of activated fibroblasts in fibrosing processes. However, still little is known about the efficacy of FAP imaging in liver fibrosis. Thus, we sought to investigate the potential of FAPI-PET in a cohort of oncological and non-oncological patients. METHODS 199 patients who underwent FAPI-PET/CT at the University Hospital of Heidelberg between July 2017 and July 2020 were retrospectively analyzed. The tracer uptake of the liver was analyzed and correlated with radiological and clinical parameters. RESULTS We observed a weak but significant negative correlation between the hepatic FAPI uptake and CT density (r = - 0.273, P < 0.001***). A positive correlation was observed between hepatic FAPI uptake and the aspartate aminotransferase (AST)-to-platelet ratio index (APRI) (r = 0.183, P = 0.009**), an established surrogate for liver fibrosis. The liver SUV (standardized uptake value) mean and SUVmax of FAPI showed significant differences between groups of patients with low (< 0.5), middle (0.5-1.0) and higher (> 1.0) levels of APRI (both P < 0.001***). CONCLUSION These preliminary observational results suggest that FAPI-PET may be a viable non-invasive method to asses liver fibrosis.
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Affiliation(s)
- Yuriko Mori
- Department of Nuclear Medicine, Medical Faculty and University Hospital Duesseldorf, Heinrich-Heine-University Duesseldorf, Moorenstrasse 5, 40225, Duesseldorf, Germany.
| | - Katharina Tamburini
- Department of Nuclear Medicine, Heidelberg University Hospital, INF 400, 69120, Heidelberg, Germany
| | - Emil Novruzov
- Department of Nuclear Medicine, Medical Faculty and University Hospital Duesseldorf, Heinrich-Heine-University Duesseldorf, Moorenstrasse 5, 40225, Duesseldorf, Germany
| | - Dominik Schmitt
- Department of Nuclear Medicine, Medical Faculty and University Hospital Duesseldorf, Heinrich-Heine-University Duesseldorf, Moorenstrasse 5, 40225, Duesseldorf, Germany
| | - Eleni Mavriopoulou
- Department of Nuclear Medicine, Heidelberg University Hospital, INF 400, 69120, Heidelberg, Germany
| | - Sven H Loosen
- Department of Gastroenterology, Hepatology and Infectious Diseases, Medical Faculty and University Hospital Duesseldorf, Heinrich-Heine-University Duesseldorf, Moorenstrasse 5, 40225, Duesseldorf, Germany
| | - Christoph Roderburg
- Department of Gastroenterology, Hepatology and Infectious Diseases, Medical Faculty and University Hospital Duesseldorf, Heinrich-Heine-University Duesseldorf, Moorenstrasse 5, 40225, Duesseldorf, Germany
| | - Tadashi Watabe
- Institute for Radiation Sciences, Osaka University, 2-2 Yamadaoka, Suita, Osaka, 565-0871, Japan
| | - Clemens Kratochwil
- Department of Nuclear Medicine, Heidelberg University Hospital, INF 400, 69120, Heidelberg, Germany
| | - Manuel Röhrich
- Department of Nuclear Medicine, Mainz University Hospital, Langenbeckstraße 1, 55131, Mainz, Germany
| | - Abass Alavi
- Department of Radiology, Hospital of University of Pennsylvania, Philadelphia, PA, USA
| | - Uwe Haberkorn
- Department of Nuclear Medicine, Heidelberg University Hospital, INF 400, 69120, Heidelberg, Germany
| | - Frederik L Giesel
- Department of Nuclear Medicine, Medical Faculty and University Hospital Duesseldorf, Heinrich-Heine-University Duesseldorf, Moorenstrasse 5, 40225, Duesseldorf, Germany
- Institute for Radiation Sciences, Osaka University, 2-2 Yamadaoka, Suita, Osaka, 565-0871, Japan
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16
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Tanaka A, Abe M, Namisaki T, Shimoda S, Zeniya M, Ido A, Yoshiji H, Ohira H, Harada K, Kakuda Y, Umeda A, Kamiya Y, Higashine Y, Hojo S, Imai T, Kawano T, Nakanuma Y, Tsubouchi H. A placebo-controlled Phase 2 trial of E6011, anti-human fractalkine monoclonal antibody, in primary biliary cholangitis. J Transl Autoimmun 2025; 10:100283. [PMID: 40226574 PMCID: PMC11986238 DOI: 10.1016/j.jtauto.2025.100283] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2025] [Revised: 03/14/2025] [Accepted: 03/15/2025] [Indexed: 04/15/2025] Open
Abstract
BACKGROUND While ursodeoxycholic acid (UDCA) remains the first-line therapy for primary biliary cholangitis (PBC), the autoimmune nature of PBC underscores the need for treatments targeting immunological pathways that may achieve a cure. E6011, a novel humanized anti-fractalkine monoclonal antibody, has emerged as a potential therapeutic option for PBC. We conducted a randomized, placebo-controlled, double-blind study to evaluate the efficacy and safety of E6011 in patients with PBC with an incomplete response to UDCA. METHODS The study was composed of 12-week Double-Blind Phase (placebo, E6011 10 mg/kg/month, 15 mg/kg/month, or 10 mg/kg/every other week [eow]) followed by a 52-week Open-Label Phase. The primary endpoint was the percent change in alkaline phosphatase (ALP) at Week 12. RESULTS A total of 29 patients were enrolled. Histological evaluation at screening revealed that 83 % of the enrolled patients were classified as Stage 4 according to the Nakanuma Classification. The mean percent changes in ALP at Week 12 were +0.45 % in the placebo, +0.65 % in the 10 mg/kg/month, +1.23 % in the 15 mg/kg/month and +1.19 % in the 10 mg/kg/eow, with no observed trends toward ALP reduction in the E6011 treatment. Based on the interim analysis, the study was discontinued due to a lack of the efficacy. E6011 was generally safe and well tolerated. CONCLUSION This study of E6011 failed to meet the primary endpoint in patients with PBC with an incomplete response to UDCA. The advanced histological severity present in more than 80 % of patients at baseline may have contributed to these findings.
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Affiliation(s)
- Atsushi Tanaka
- Department of Medicine, Teikyo University School of Medicine, Tokyo, Japan
| | - Masanori Abe
- Department of Gastroenterology and Metabology, Ehime University Graduate School of Medicine, Ehime, Japan
| | - Tadashi Namisaki
- Department of Internal Medicine, Nara Medical University, Nara, Japan
| | - Shinji Shimoda
- Third Department of Internal Medicine, Kansai Medical University, Osaka, Japan
| | - Mikio Zeniya
- Gastroenterology, Akasaka Sanno Medical Center, International University of Health and Welfare, Tokyo, Japan
| | - Akio Ido
- Digestive and Lifestyle Diseases, Kagoshima University Graduate School of Medical and Dental Sciences, Kagoshima, Japan
| | - Hitoshi Yoshiji
- Department of Internal Medicine, Nara Medical University, Nara, Japan
| | - Hiromasa Ohira
- Department of Gastroenterology, Fukushima Medical University School of Medicine, Fukushima, Japan
| | - Kenichi Harada
- Department of Human Pathology, Kanazawa University Graduate School of Medical Sciences, Ishikawa, Japan
| | - Yuko Kakuda
- Division of Pathology, Shizuoka Cancer Center, Shizuoka, Japan
| | | | | | | | | | - Toshio Imai
- KAN Research Institute, Hyogo, Japan
- Advanced Therapeutic Target Discovery, Kobe University Graduate School of Medicine, Hyogo, Japan
| | - Tetsu Kawano
- KAN Research Institute, Hyogo, Japan
- Gastroenterology, Nichinan-City Chubu Hospital, Miyazaki, Japan
| | - Yasuni Nakanuma
- Department of Pathology, Fukui Saiseikai Hospital, Fukui, Japan
| | - Hirohito Tsubouchi
- Department of Gastroenterology and Hepatology, Kagoshima City Hospital, Kagoshima, Japan
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17
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Ochoa-Allemant P, Hubbard RA, Kaplan DE, Serper M. Cause-specific mortality in patients with steatotic liver disease in the United States. J Hepatol 2025:S0168-8278(25)02211-1. [PMID: 40419118 DOI: 10.1016/j.jhep.2025.05.013] [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: 01/23/2025] [Revised: 05/05/2025] [Accepted: 05/09/2025] [Indexed: 05/28/2025]
Abstract
BACKGROUND & AIMS Causes of death across steatotic liver disease (SLD) subtypes remain incompletely characterized in routine clinical practice. We aimed to quantify and compare cause-specific mortality in SLD. METHODS We conducted a retrospective cohort study of adults with imaging-confirmed hepatic steatosis receiving outpatient care in the national Veterans Health Administration (2010-2021). The primary exposure was SLD subtype, including metabolic dysfunction-associated steatotic liver disease (MASLD), alcohol-associated liver disease (ALD), and their intersection (MetALD). The primary outcome was cause-specific mortality, stratified by baseline cirrhosis. RESULTS Among 366,433 adults (mean age, 60.5 years; 7.7% female; 67.6% non-Hispanic White), 77.9% had MASLD, 17.5% had MetALD, and 4.6% had ALD. Over a median follow-up of 5.4 years, the 10-year cumulative incidence of cardiovascular disease (CVD)- and extrahepatic cancer-related deaths among patients without cirrhosis was 8.1% and 7.5% in MASLD, 7.5% and 7.4% in MetALD, and 8.1% and 7.4% in ALD. Among patients with cirrhosis, liver- and CVD-related deaths were 9.2% and 17.3% in MASLD, 17.7% and 13.0% in MetALD, and 22.1% and 11.5% in ALD. Compared with non-cirrhotic MASLD (0.04 per 100 person-years), liver-related mortality was higher in MetALD (0.19 per 100 person-years; HR, 3.38; 95% CI, 3.02-3.78) and highest in ALD (0.40 per 100 person-years; HR, 6.99; 95% CI, 6.08-8.04). This progressive increase persisted in cirrhosis but was less pronounced. CONCLUSIONS CVD and extrahepatic cancer were leading causes of death across SLD subtypes without cirrhosis, while liver- and CVD-related deaths predominated in cirrhosis. MetALD and ALD were associated with progressively higher risks of liver-related mortality compared with MASLD. These findings underscore the need for integrated strategies addressing alcohol use, cardiovascular risk, and cancer screening to reduce preventable deaths. IMPACT AND IMPLICATIONS Causes of death across the steatotic liver disease spectrum remains incompletely characterized in routine clinical settings. In this large nationwide cohort study, we evaluated cause-specific mortality in patients with MASLD, MetALD, and ALD. We showed that cardiovascular disease and extrahepatic cancer were the primary causes of death in patients without cirrhosis across SLD subtypes, while liver disease and cardiovascular disease were predominant in those with cirrhosis. Importantly, MetALD and ALD were associated with progressively increasing risks of liver-related mortality compared to MASLD. Our findings highlight the need for integrated care models that simultaneously addresses cardiovascular risk factors, implements strategies to reduce alcohol consumption, and promotes cancer screening to mitigate preventable deaths in SLD.
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Affiliation(s)
- Pedro Ochoa-Allemant
- Division of Gastroenterology and Hepatology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA.
| | - Rebecca A Hubbard
- Department of Biostatistics, Brown University School of Public Health, Providence, RI
| | - David E Kaplan
- Division of Gastroenterology and Hepatology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA; Gastroenterology Section, Department of Medicine, Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA
| | - Marina Serper
- Division of Gastroenterology and Hepatology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA; Gastroenterology Section, Department of Medicine, Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA; Leonard Davis Institute of Health Economics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, PA
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18
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Cuthbertson DJ, Kennedy OJ, Bilson J, Hydes TJ, Targher G, Glyn-Owen K, Buchanan R, Roderick P, Byrne CD. Impact of metabolic dysfunction severity in steatotic liver disease and its interaction with liver fibrosis on all-cause mortality and multiple hepatic and extra-hepatic outcomes. Metabolism 2025:156306. [PMID: 40414560 DOI: 10.1016/j.metabol.2025.156306] [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: 03/19/2025] [Revised: 05/12/2025] [Accepted: 05/21/2025] [Indexed: 05/27/2025]
Abstract
BACKGROUND In metabolic dysfunction-associated steatotic liver disease (MASLD) and in MASLD with alcohol consumption (MetALD), we investigated the effect of severity of metabolic dysfunction on incident major adverse liver outcomes (MALO), major cardiovascular events (MACE), obesity-related cancers, and all-cause mortality (ACM). METHODS SLD was identified among 502,381 UK Biobank participants using the Hepatic Steatosis Index (HSI) (>36 vs.<30). Metabolic syndrome (MetS) traits and MetS (≥3 traits) using MASLD/MetALD criteria. Cox regression was used to estimate adjusted hazard ratios and 95%CIs [aHR(95%CIs)] of MASLD or MetALD plus 1 to 5 MetS traits with incident MALO, MACE, obesity-related cancers and 5-year/10-year incidence rates versus reference (no SLD/MetS traits). RESULTS Median follow-up was 148 to 149 months. Comparing MASLD with one versus five MetS traits, respectively, to the reference; for MALO, [aHRs (95%CIs)] were 2.27 (1.03-5.00) and 9.19 (4.98-16.95); for MetALD, aHRs were 1.65 (0.53-5.11) and 8.54 (3.65-19.95) respectively. For MACE, with MASLD; aHRs were 1.51 (1.19-1.92) and 4.81 (4.06-5.69) respectively; with MetALD, aHRs were 1.46 (1.00-2.13) and 4.64 (3.51-6.14) respectively. For obesity-related cancers; with MASLD, aHRs were 1.04 (0.87-1.23) and 1.46 (1.29-1.66) respectively; with MetALD, aHRs were 1.01 (0.79-1.29) and 1.51 (1.24-1.83) respectively. 5-year and 10-year incidence rates also increased progressively with increasing MetS traits. Combining SLD, MetS and high liver fibrosis risk (defined by FIB-4 ≥ 2.67) was strongly associated with MALO in both MASLD and MetALD (aHRs 27.48, (17.72-42.61); 43.36, 20.53-91.58 respectively). CONCLUSION In MASLD or MetALD, the numbers of MetS traits markedly influence risk and incidence of liver-related outcomes, MACE, obesity-related cancers and ACM.
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Affiliation(s)
- Daniel J Cuthbertson
- Department of Cardiovascular and Metabolic Medicine, University of Liverpool, Liverpool, Merseyside, UK; Metabolism & Nutrition Research Group, Liverpool University Hospitals NHS Foundation Trust, Liverpool, Merseyside, UK; Liverpool Centre for Cardiovascular Sciences, University of Liverpool and Liverpool University Hospitals NHS Foundation Trust, Liverpool, Merseyside, UK.
| | - Oliver J Kennedy
- Primary Care and Population Sciences, Faculty of Medicine, University of Southampton, Southampton, UK; Division of Cancer Sciences, The University of Manchester, Manchester M13 9PL, UK.
| | - Josh Bilson
- Primary Care and Population Sciences, Faculty of Medicine, University of Southampton, Southampton, UK.
| | - Theresa J Hydes
- Department of Cardiovascular and Metabolic Medicine, University of Liverpool, Liverpool, Merseyside, UK; Metabolism & Nutrition Research Group, Liverpool University Hospitals NHS Foundation Trust, Liverpool, Merseyside, UK; Liverpool Centre for Cardiovascular Sciences, University of Liverpool and Liverpool University Hospitals NHS Foundation Trust, Liverpool, Merseyside, UK.
| | - Giovanni Targher
- Department of Medicine, University of Verona, Verona, Italy; Metabolic Diseases Research Unit, IRCCS Sacro Cuore - Don Calabria Hospital, Negrar di Valpolicella, VR, Italy.
| | - Kate Glyn-Owen
- Primary Care and Population Sciences, Faculty of Medicine, University of Southampton, Southampton, UK.
| | - Ryan Buchanan
- Primary Care and Population Sciences, Faculty of Medicine, University of Southampton, Southampton, UK; School of Human Development and Health, Faculty of Medicine, University of Southampton, Southampton, UK.
| | - Paul Roderick
- Primary Care and Population Sciences, Faculty of Medicine, University of Southampton, Southampton, UK.
| | - Christopher D Byrne
- School of Human Development and Health, Faculty of Medicine, University of Southampton, Southampton, UK; National Institute for Health and Care Research Southampton Biomedical Research Centre, University of Southampton and University Hospital Southampton National Health Service Foundation Trust, Southampton, UK.
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19
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Tada F, Hiraoka A, Ohama H, Kimura Y, Nakamura A, Matsuoka K, Matsuda T, Kato K, Murakawa K, Onishi K, Izumoto H, Kitahata S, Kanemitsu-Okada K, Kawamura T, Kuroda T, Hanaoka J, Watanabe J, Ohtani H, Miyake T, Yoshida O, Hirooka M, Miyata H, Tsubouchi E, Abe M, Matsuura B, Ninomiya T, Hiasa Y. Dynamic changes in the characteristics of hepatocellular carcinoma among Japanese patients: Increasing incidence of cases without liver fibrosis. Hepatol Res 2025. [PMID: 40402553 DOI: 10.1111/hepr.14208] [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: 04/25/2025] [Revised: 04/26/2025] [Accepted: 05/06/2025] [Indexed: 05/23/2025]
Abstract
AIM Dynamic changes in the characteristics of hepatocellular carcinoma (HCC) have been observed owing to the development of antiviral therapies and an aging society. This study aimed to evaluate the clinical features and prognosis of patients with HCC but without liver fibrosis (F0 HCC). METHODS From 2000 to 2023, 505 patients with HCC who underwent surgical resection as an initial treatment were enrolled and categorized into the F0 (n = 59) and fibrosis (F1-4, n = 446) groups based on their liver fibrosis status. Clinical features, tumor factors, and survival outcomes were retrospectively analyzed. Inverse probability weighting with propensity scores was used to control for baseline differences between the groups. RESULTS The proportion of F0 HCC (G1/G2/G3/G4 = 1.3/7.0/13.3/20.0%, p < 0.001) and nonviral (NBNC) HCC cases increased steadily over the study period. Patients in the F0 group were older and more likely to show solitary giant tumors; however, no significant differences were observed in tumor differentiation, microvascular invasion, or intrahepatic metastasis between the groups. After adjusting for baseline characteristics, the F0 group showed significantly improved overall survival and recurrence-free survival compared to the fibrosis group (adjusted median OS: not achieved vs. 90.6 months, p < 0.001; adjusted median RFS: 67.2 vs. 35.1 months, p < 0.001). CONCLUSIONS The increasing prevalence of NBNC HCC has contributed to an increase in the number of F0 HCC cases, demonstrating favorable prognoses post-curative treatment. Screening strategies tailored to detect F0 HCC are urgently needed to optimize outcomes, particularly for older patients and those with large tumors.
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Affiliation(s)
- Fujimasa Tada
- Gastroenterology Center, Ehime Prefectural Central Hospital, Matsuyama, Japan
| | - Atsushi Hiraoka
- Gastroenterology Center, Ehime Prefectural Central Hospital, Matsuyama, Japan
| | - Hideko Ohama
- Gastroenterology Center, Ehime Prefectural Central Hospital, Matsuyama, Japan
| | - Yuka Kimura
- Gastroenterology Center, Ehime Prefectural Central Hospital, Matsuyama, Japan
| | - Ayaka Nakamura
- Gastroenterology Center, Ehime Prefectural Central Hospital, Matsuyama, Japan
| | - Kana Matsuoka
- Gastroenterology Center, Ehime Prefectural Central Hospital, Matsuyama, Japan
| | - Takuya Matsuda
- Gastroenterology Center, Ehime Prefectural Central Hospital, Matsuyama, Japan
| | - Kanako Kato
- Gastroenterology Center, Ehime Prefectural Central Hospital, Matsuyama, Japan
| | - Kazuya Murakawa
- Gastroenterology Center, Ehime Prefectural Central Hospital, Matsuyama, Japan
| | - Kei Onishi
- Gastroenterology Center, Ehime Prefectural Central Hospital, Matsuyama, Japan
| | - Hirofumi Izumoto
- Gastroenterology Center, Ehime Prefectural Central Hospital, Matsuyama, Japan
| | - Shogo Kitahata
- Gastroenterology Center, Ehime Prefectural Central Hospital, Matsuyama, Japan
| | | | - Tomoe Kawamura
- Gastroenterology Center, Ehime Prefectural Central Hospital, Matsuyama, Japan
| | - Taira Kuroda
- Gastroenterology Center, Ehime Prefectural Central Hospital, Matsuyama, Japan
| | - Jun Hanaoka
- Department of Surgery, Gastroenterology Center, Ehime Prefectural Central Hospital, Matsuyama, Japan
| | - Jota Watanabe
- Department of Surgery, Gastroenterology Center, Ehime Prefectural Central Hospital, Matsuyama, Japan
| | - Hiromi Ohtani
- Department of Surgery, Gastroenterology Center, Ehime Prefectural Central Hospital, Matsuyama, Japan
| | - Teruki Miyake
- Department of Gastroenterology and Metabology, Ehime University Graduate School of Medicine, Toon, Japan
| | - Osamu Yoshida
- Department of Gastroenterology and Metabology, Ehime University Graduate School of Medicine, Toon, Japan
| | - Masashi Hirooka
- Department of Gastroenterology and Metabology, Ehime University Graduate School of Medicine, Toon, Japan
| | - Hideki Miyata
- Gastroenterology Center, Ehime Prefectural Central Hospital, Matsuyama, Japan
| | - Eiji Tsubouchi
- Gastroenterology Center, Ehime Prefectural Central Hospital, Matsuyama, Japan
| | - Masanori Abe
- Department of Gastroenterology and Metabology, Ehime University Graduate School of Medicine, Toon, Japan
| | - Bunzo Matsuura
- Department of Gastroenterology and Metabology, Ehime University Graduate School of Medicine, Toon, Japan
| | - Tomoyuki Ninomiya
- Gastroenterology Center, Ehime Prefectural Central Hospital, Matsuyama, Japan
| | - Yoichi Hiasa
- Department of Gastroenterology and Metabology, Ehime University Graduate School of Medicine, Toon, Japan
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20
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Zhang Y, Luo PY, Tang YN, Wang J, Gao S, Fan YC, Wang K. Association between the non-high-density lipoprotein cholesterol to high-density lipoprotein cholesterol ratio (NHHR) and mortality in patients with metabolic dysfunction-associated steatotic liver disease (MASLD): data from the NHANES III (1988-1994). Nutr Metab (Lond) 2025; 22:46. [PMID: 40399925 PMCID: PMC12093885 DOI: 10.1186/s12986-025-00942-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2024] [Accepted: 05/12/2025] [Indexed: 05/23/2025] Open
Abstract
BACKGROUND The prognostic value of the non-high-density lipoprotein cholesterol to high-density lipoprotein cholesterol ratio (NHHR) in patients with metabolic dysfunction-associated steatotic liver disease (MASLD) remains unclear. This study aimed to evaluate the associations between the NHHR and all-cause and cause-specific mortality in patients with MASLD. METHODS Data for this study were obtained from the National Health and Nutrition Examination Survey (NHANES III and the National Death Index (NDI). The NHHR was calculated according to the formula. The results of mortality associated with the NDI were recorded as of December 31, 2019. We used a multivariate Cox proportional hazard model and restricted cubic spline (RCS) regression to assess the associations between the NHHR and all-cause and cause-specific mortality. In addition, subgroup analyses were performed to explore the relationships between the NHHR and all-cause and cause-specific mortality. RESULTS This study included 3155 patients with a definite diagnosis of MASLD. A total of 1,381 (43.8%) patients with MASLD died, and 1,774 (56.2%) survived. Multivariate Cox proportional hazards model analysis showed that NHHR was not significantly associated with all-cause mortality in MASLD patients. The RCS curve showed a significant nonlinear trend between the NHHR and all-cause mortality in patients with MASLD. Subgroup analysis revealed that the NHHR was better suited to predict cardiovascular mortality in patients without advanced fibrosis. CONCLUSIONS Our study revealed the clinical value of the NHHR in the prediction of mortality in the MASLD population. The NHHR can be used as a biomarker for follow-up in people without advanced fibrosis.
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Affiliation(s)
- Ying Zhang
- Department of Hepatology, Qilu Hospital of Shandong University, Wenhuaxi Road 107#, Jinan, Shandong, 250012, China
| | - Peng-Yu Luo
- Department of Hepatology, Qilu Hospital of Shandong University, Wenhuaxi Road 107#, Jinan, Shandong, 250012, China
| | - Yu-Na Tang
- Department of Hepatology, Qilu Hospital of Shandong University, Wenhuaxi Road 107#, Jinan, Shandong, 250012, China
| | - Jing Wang
- Department of Hepatology, Qilu Hospital of Shandong University, Wenhuaxi Road 107#, Jinan, Shandong, 250012, China
| | - Shuai Gao
- Department of Hepatology, Qilu Hospital of Shandong University, Wenhuaxi Road 107#, Jinan, Shandong, 250012, China
| | - Yu-Chen Fan
- Department of Hepatology, Qilu Hospital of Shandong University, Wenhuaxi Road 107#, Jinan, Shandong, 250012, China
| | - Kai Wang
- Department of Hepatology, Qilu Hospital of Shandong University, Wenhuaxi Road 107#, Jinan, Shandong, 250012, China.
- Hepatology Institute of Shandong University, Jinan, 250012, China.
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21
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Yeo YH, Zhu Y, Gao J, Liu S, Ni W, Rui F, Bai X, Geng N, Jin R, Speliotes EK, Wu C, Shi J, Qi X, Chen VL, Newsome PN, Li J. Anthropometric Measures and Mortality Risk in Individuals With Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD): A Population-Based Cohort Study. Aliment Pharmacol Ther 2025. [PMID: 40366297 DOI: 10.1111/apt.70174] [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: 01/07/2025] [Revised: 02/08/2025] [Accepted: 04/20/2025] [Indexed: 05/15/2025]
Abstract
BACKGROUND/AIMS As the primary anthropometric measure in metabolic dysfunction-associated steatotic liver disease (MASLD), waist circumference (WC) may more accurately reflect the visceral fat distribution than body mass index (BMI). This study aimed to compare the prognostic value of BMI, WC and WC-related indices including waist-hip ratio (WHR), body shape index (BSI) and weight-adjusted-waist index (WWI) in individuals with MASLD. METHODS The study population was derived from four large-scale cohorts: the National Health and Nutrition Examination Survey (NHANES 2017-2020 and NHANES III), the Kailuan Cohort and the UK Biobank Cohort. We evaluated the mortality risk across these measures using multivariate Cox proportional hazards regression and restrictive cubic spline. RESULTS The Pearson correlation coefficient of WC with hepatic steatosis and fibrosis was better than that of BMI. WC [Quartile 4 vs. Quartile 1: HR (hazard ratio) = 1.48 (95% confidence interval (CI) 1.13-1.93)] and WC-related indices [Quartile 4 vs. Quartile 1: WHR HR = 3.21 (95% CI 2.36-4.37); BSI HR = 3.22 (95% CI 2.48-4.17); WWI HR = 4.72 (95% CI 3.36-6.62)], but not BMI [obesity vs. lean: HR = 0.90 (95% CI 0.72-1.12)], indicated a significant mortality risk gradient among individuals with MASLD. The finding was consistent across sex and racial/ethnic subgroups, with external validation supporting the WC-related indices. MASLD and fibrosis prevalence showed a dose-dependent pattern across WC-related index quartiles. Notably, low BMI and high WC-related indices portended the highest mortality risk. CONCLUSIONS WC and WC-related indices are better parameters in prognosticating MASLD than BMI. The BMI-related 'obesity paradox' may be a misnomer resulting from the use of an incorrect metric. WC should be measured more routinely among individuals with MASLD.
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Affiliation(s)
- Yee Hui Yeo
- Karsh Division of Gastroenterology and Hepatology, Department of Medicine, Cedars-Sinai Medical Center, California, Los Angeles, USA
| | - Yixuan Zhu
- Department of Infectious Diseases, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
| | - Jingli Gao
- Department of Intensive Care Unit, Kailuan General Hospital, Tangshan, China
| | - Shanghao Liu
- Department of Radiology, Center of Portal Hypertension, Zhongda Hospital, Medical School, Southeast University, Nanjing, China
| | - Wenjing Ni
- Department of Infectious Diseases, Nanjing Drum Tower Hospital Clinical College of Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
| | - Fajuan Rui
- Department of Infectious Diseases, Nanjing Drum Tower Hospital Clinical College of Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
| | - Xue Bai
- Department of Infectious Diseases, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
| | - Nan Geng
- Department of Infectious Diseases, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
| | - Rui Jin
- Department of Infectious Diseases, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
| | - Elizabeth K Speliotes
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Chao Wu
- Department of Infectious Diseases, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
| | - Junping Shi
- The Department of Hepatology, The Affiliated Hospital and Institute of Hepatology and Metabolic Disease, Hangzhou Normal University, Hangzhou, Zhejiang, China
| | - Xiaolong Qi
- Department of Radiology, Center of Portal Hypertension, Zhongda Hospital, Medical School, Southeast University, Nanjing, China
| | - Vincent L Chen
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Philip N Newsome
- Centre for Liver and Gastrointestinal Research, Institute of Immunology and Inflammation, and National Institute for Health Research (NIHR) Birmingham Biomedical Research Centre, The Medical School, University of Birmingham, Birmingham, UK
| | - Jie Li
- Department of Infectious Diseases, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
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22
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Ogawa T, Sato T, Tanaka M, Akiyama Y, Nakata K, Kouzu H, Mori K, Aida H, Kawaharata W, Hosaka I, Suzuki T, Hanawa N, Furuhashi M. Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD) Is an Independent Risk Factor for the Development of Ischemic Heart Disease - A 10-Year Cohort Study. Circ Rep 2025; 7:350-358. [PMID: 40352132 PMCID: PMC12061509 DOI: 10.1253/circrep.cr-25-0019] [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: 01/29/2025] [Accepted: 01/30/2025] [Indexed: 05/14/2025] Open
Abstract
Background The association of each of the recently classified steatotic liver diseases (SLDs), including metabolic dysfunction-associated SLD (MASLD), MASLD and increased alcohol intake (MetALD), and alcohol-associated liver disease (ALD), with new development of ischemic heart disease (IHD) remains unclear. Methods and Results We investigated the associations of various SLDs with the development of IHD during a 10-year follow-up period in 13,815 Japanese individuals without a history of IHD (men/women 8,933/4,882; mean age 48 years) who underwent annual health checkups including an abdominal ultrasound examination. Among the participants, 4,639 (33.6%) subjects were diagnosed as having SLDs, and the proportions of subjects with MASLD, MetALD and ALD were 25.4%, 4.7% and 1.9%, respectively. During the follow-up period, 1,963 (16.2%; men/women 1,374 [17.2%]/589 [14.2%]) subjects had new development of IHD. Multivariable Cox proportional hazard model analysis after adjustment of age, sex, estimated glomerular filtration rate (eGFR), current smoking habit, diabetes, hypertension and dyslipidemia showed that the adjusted risk for new onset of IHD was significantly higher in subjects with MASLD (hazard ratio 1.20 [95% confidence interval 1.01-1.55]; P=0.042) than in those without SLD. Other SLDs were not selected as independent risk factors for the development of IHD. Conclusions The presence of MASLD, but not other SLDs, is an independent risk factor for new onset of IHD during a 10-year follow-up period.
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Affiliation(s)
- Toshifumi Ogawa
- Department of Cardiovascular, Renal and Metabolic Medicine, Sapporo Medical University School of Medicine Sapporo Japan
- Department of Cellular Physiology and Signal Transduction, Sapporo Medical University School of Medicine Sapporo Japan
| | - Tatsuya Sato
- Department of Cardiovascular, Renal and Metabolic Medicine, Sapporo Medical University School of Medicine Sapporo Japan
- Department of Cellular Physiology and Signal Transduction, Sapporo Medical University School of Medicine Sapporo Japan
| | - Marenao Tanaka
- Department of Cardiovascular, Renal and Metabolic Medicine, Sapporo Medical University School of Medicine Sapporo Japan
- Tanaka Medical Clinic Hokkaido Japan
| | - Yukinori Akiyama
- Department of Neurosurgery, Sapporo Medical University School of Medicine Sapporo Japan
| | - Kei Nakata
- Department of Cardiovascular, Renal and Metabolic Medicine, Sapporo Medical University School of Medicine Sapporo Japan
- Department of Public Health, Sapporo Medical University School of Medicine Sapporo Japan
| | - Hidemichi Kouzu
- Department of Cardiovascular, Renal and Metabolic Medicine, Sapporo Medical University School of Medicine Sapporo Japan
| | - Kazuma Mori
- Department of Immunology and Microbiology, National Defense Medical College Saitama Japan
| | - Hiroki Aida
- Department of Cardiovascular, Renal and Metabolic Medicine, Sapporo Medical University School of Medicine Sapporo Japan
| | - Wataru Kawaharata
- Department of Cardiovascular, Renal and Metabolic Medicine, Sapporo Medical University School of Medicine Sapporo Japan
| | - Itaru Hosaka
- Department of Cardiovascular Surgery, Sapporo Medical University School of Medicine Sapporo Japan
| | - Toru Suzuki
- Natori Toru Internal Medicine and Diabetes Clinic Miyagi Japan
| | - Nagisa Hanawa
- Department of Health Checkup and Promotion, Keijinkai Maruyama Clinic Sapporo Japan
| | - Masato Furuhashi
- Department of Cardiovascular, Renal and Metabolic Medicine, Sapporo Medical University School of Medicine Sapporo Japan
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23
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Abdel Alem S, Abdellatif Z, Mohamed R, Elsharkawy A, Fouad R, Esmat G, Cordie A. Changes in liver stiffness and non-invasive markers in chronic hepatitis C virus patients with and without HIV co-infection following interferon-free antiviral treatment. Arab J Gastroenterol 2025:S1687-1979(25)00020-6. [PMID: 40335375 DOI: 10.1016/j.ajg.2025.02.006] [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: 08/14/2024] [Revised: 12/13/2024] [Accepted: 02/08/2025] [Indexed: 05/09/2025]
Abstract
BACKGROUND AND STUDY AIMS HIV alone can induce liver fibrosis whereas co-infection with HCV presents a significant challenge in hastening the development of chronic liver disorders such a liver fibrosis, cirrhosis, and hepatic malignancy. Information on the influence of HIV on liver stiffness (LS) after treatment with direct-acting antiviral (DAAs) agents is scarce. The aim of this study was to assess the changes in LS using transient elastography (TE) and fibrosis scores (Fibrosis-4 [FIB-4] and AST-to-platelet ratio index [APRI]) before the initiation of treatment and six months after the end of treatment (EOT) with DAAs in HCV/HIV co-infected patients compared with HCV mono-infected patients. PATIENTS AND METHODS All consecutive chronic HCV patients treated with DAAs during 2016-2020 were retrospectively recruited. TE was performed at baseline and SVR24. Fibrosis scores such as FIB-4 and APRI were calculated in parallel. Improvement of liver fibrosis was defined as any changes in the fibrosis category at baseline to a lower fibrosis category at SVR24. RESULTS Of 288 HCV-infected patients, 217 (75.3 %) were HCV mono-infected and 71 (24.7 %) were HCV/HIV co-infected. A significant decrease in TE values was noted at SVR24 compared with baseline (10.3 kPa vs. 7.9 kPa, respectively; P= <0.0001 in HCV mono-infection; 5.9 kPa vs. 5.3 kPa, respectively; P= <0.0001 in HCV/HIV co-infection). Moreover, the proportion of HCV mono-infected patients who had stable, improvement, and worsening in fibrosis stage at follow-up was 50.2 %, 43.3 %, and 6.5 %, respectively while it was 54.9 %, 32.4 %, and 12.7 %, respectively in HCV/HIV co-infection. In multivariable analysis, the higher fibrosis category was the only factor that influenced the improvement of liver fibrosis at follow-up, whereas HIV co-infection wasn't confirmed. CONCLUSION patients with HCV mono-infection and HCV/HIV co-infection experienced a rapid and significant improvement in LS and fibrosis indices. This improvement was more pronounced in those with high fibrosis grades at baseline.
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Affiliation(s)
- Shereen Abdel Alem
- Endemic Medicine and Hepatology Department, Faculty of Medicine, Cairo University, Cairo, Egypt.
| | - Zeinab Abdellatif
- Endemic Medicine and Hepatology Department, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Rahma Mohamed
- Endemic Medicine and Hepatology Department, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Aisha Elsharkawy
- Endemic Medicine and Hepatology Department, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Rabab Fouad
- Endemic Medicine and Hepatology Department, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Gamal Esmat
- Endemic Medicine and Hepatology Department, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Ahmed Cordie
- Endemic Medicine and Hepatology Department, Faculty of Medicine, Cairo University, Cairo, Egypt
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24
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Díaz LA, Alazawi W, Agrawal S, Arab JP, Arrese M, Idalsoaga F, Barreyro FJ, Gadano A, Marciano S, Morales JM, Villela-Nogueira C, Leite N, Couto CA, Theodoro R, Joyner de Sousa Dias Monteiro M, Oliveira CP, Pessoa MG, Alvares-da-Silva MR, Madamba E, Bettencourt R, Richards LM, Majithia AR, Khera AV, Loomba R, Ajmera V. High inherited risk predicts age-associated increases in fibrosis in patients with MASLD. J Hepatol 2025:S0168-8278(25)00294-6. [PMID: 40334848 DOI: 10.1016/j.jhep.2025.04.035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2024] [Revised: 03/24/2025] [Accepted: 04/23/2025] [Indexed: 05/09/2025]
Abstract
BACKGROUND & AIMS Limited data have prevented routine genetic testing from being integrated into clinical practice in metabolic dysfunction-associated steatotic liver disease (MASLD). We aimed to quantify the effect of genetic variants on changes in fibrosis severity per decade in MASLD. METHODS This cross-sectional study included prospectively recruited adults with MASLD aged 18-70 who underwent magnetic resonance elastography (MRE) and genotyping for PNPLA3, TM6SF2, MBOAT7, GCKR, and HSD17B13. A genetic risk score (GRS) was calculated as the sum of established risk alleles in PNPLA3 minus protective variants in HSD17B13 (0=low risk, 1=high risk). We also estimated the polygenic risk score-hepatic fat content (PRS-HFC) and the adjusted version (PRS-5). The primary endpoint was the age-related change in liver stiffness measurement (LSM) on MRE by GRS. Findings were validated using an external cohort from Latin America. RESULTS Among 570 participants, the median age was 57 [49-64] years, 56.8% were women, and 34.2% were Hispanic. Median MRE was 2.4 [2.1-3.0] kPa, and 51% had high GRS. High GRS was independently associated with increased LSM (β=0.28 kPa, 95%CI:0.12-0.44, p=0.001) per 10-year age increase, while the low GRS group showed no significant difference. Similar findings were observed using PRS-HFC and PRS-5. PNPLA3 genotype alone also predicted higher LSM (C/G: β=0.32 kPa, 95%CI:0.02-0.61, p=0.034; G/G: β=0.87 kPa, 95%CI:0.52-1.22, p<0.0001) and G/G genotype was associated with significantly higher LSM by age 44, which was consistent in the validation population. CONCLUSION GRS, PRS-HFC, PRS-5, and PNPLA3 genotypes alone are associated with greater fibrosis per decade, resulting in divergent disease trajectories starting in midlife. Assessing genetic risk in MASLD will identify high-risk patients who require more frequent monitoring. IMPACT AND IMPLICATIONS This study provides granular evidence that genetic predisposition, particularly the PNPLA3 G/G genotype, significantly influences the trajectory of liver fibrosis in patients with metabolic dysfunction-associated steatotic liver disease (MASLD), with a more pronounced impact emerging after the fourth decade of life. These findings highlight the importance of incorporating genetic risk assessment into MASLD management, as it allows for the early identification of high-risk individuals who may benefit from more frequent monitoring and targeted interventions. Given the rising global burden of MASLD, clinicians, researchers, and policymakers should consider integrating genetic stratification into existing risk assessment frameworks to refine screening and surveillance strategies. By optimizing patient selection for non-invasive fibrosis assessment and potential therapeutic interventions, this approach could enhance precision medicine efforts and may improve long-term outcomes.
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Affiliation(s)
- Luis Antonio Díaz
- MASLD Research Center, Division of Gastroenterology and Hepatology, University of California at San Diego, La Jolla, CA, USA; Departamento de Gastroenterología, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - William Alazawi
- Barts Liver Centre, Blizard Institute, Queen Mary University London, London, UK
| | - Saaket Agrawal
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Juan Pablo Arab
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Internal Medicine, Virginia Commonwealth University School of Medicine, Richmond, VA, 23298, USA
| | - Marco Arrese
- Departamento de Gastroenterología, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Francisco Idalsoaga
- Departamento de Gastroenterología, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile; Division of Gastroenterology and Hepatology Western University & London Health Sciences Centre, London, Canada
| | - Fernando Javier Barreyro
- Departamento de Gastroenterología, Hospital Escuela, Laboratorio de Biotecnologia Molecular, CONICET, Universidad Nacional de Misiones, Misiones, Argentina
| | - Adrian Gadano
- Unidad de Hepatología y Trasplante Hepático, Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
| | - Sebastián Marciano
- Unidad de Hepatología y Trasplante Hepático, Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
| | - Jorge Martínez Morales
- Unidad de Hepatología y Trasplante Hepático, Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
| | - Cristiane Villela-Nogueira
- Escuela de Medicina e División de Hepatología, Hospital Universitário Clementino Fraga Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Nathalie Leite
- Escuela de Medicina e División de Hepatología, Hospital Universitário Clementino Fraga Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Claudia Alves Couto
- Instituto Alfa de Gastroenterologia, Hospital das Clínicas da Universidade Federal de Minas Gerais, Minas Gerais, Brazil
| | - Rafael Theodoro
- Instituto Alfa de Gastroenterologia, Hospital das Clínicas da Universidade Federal de Minas Gerais, Minas Gerais, Brazil
| | | | - Claudia P Oliveira
- Departamento de Gastroenterologia (LIM07), Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Mario G Pessoa
- Departamento de Gastroenterologia (LIM07), Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Mario Reis Alvares-da-Silva
- Serviço de Gastroenterologia, Hospital de Clínicas de Porto Alegre, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Egbert Madamba
- MASLD Research Center, Division of Gastroenterology and Hepatology, University of California at San Diego, La Jolla, CA, USA
| | - Ricki Bettencourt
- MASLD Research Center, Division of Gastroenterology and Hepatology, University of California at San Diego, La Jolla, CA, USA
| | - Lisa M Richards
- MASLD Research Center, Division of Gastroenterology and Hepatology, University of California at San Diego, La Jolla, CA, USA
| | - Amit R Majithia
- Department of Medicine, Division of Endocrinology, University of California San Diego, La Jolla, CA, USA
| | - Amit V Khera
- Division of Cardiology, Brigham and Women's Hospital, Boston, Massachusetts, USA; Verve Therapeutics, Boston, MA, USA
| | - Rohit Loomba
- MASLD Research Center, Division of Gastroenterology and Hepatology, University of California at San Diego, La Jolla, CA, USA; Division of Gastroenterology, University of California at San Diego, La Jolla, CA, USA
| | - Veeral Ajmera
- MASLD Research Center, Division of Gastroenterology and Hepatology, University of California at San Diego, La Jolla, CA, USA; Division of Gastroenterology, University of California at San Diego, La Jolla, CA, USA.
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25
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Fan Z, Yang C, Zhao X, Zhang J. Association of cardiometabolic markers with hepatic steatosis and liver fibrosis in population without obesity and diabetes. Sci Rep 2025; 15:15695. [PMID: 40325101 PMCID: PMC12053748 DOI: 10.1038/s41598-025-01003-4] [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: 02/12/2025] [Accepted: 05/02/2025] [Indexed: 05/07/2025] Open
Abstract
The link between cardiometabolic markers and hepatic steatosis and liver fibrosis in non-hypertensive, non-diabetic populations remains unclear. A study was conducted using data from the National Health and Nutrition Examination Survey. Hepatic steatosis and liver fibrosis were assessed using vibration-controlled transient elastography. Logistic regression and restricted cubic splines (RCS) were used to evaluate the associations of cardiometabolic index (CMI), atherogenic index of plasma (AIP), triglyceride-glucose index (TyG), and estimated glucose disposal rate (eGDR) on hepatic steatosis and estimated fibrosis. Mediation analysis examined the role of insulin resistance (HOMA-IR) and liver enzymes. Among 1489 participants, 39.15% had hepatic steatosis and 2.82% had liver fibrosis. Higher CMI (OR = 3.967, 95%CI: 2.297, 6.851), AIP (OR = 3.255, 95%CI: 2.031, 5.216), TyG (OR = 3.689, 95%CI: 2.363, 5.760), and FLI (OR = 2.695, 95%CI: 1.997, 7.816) tertiles of Q3 were linked to increased hepatic steatosis odds, while eGDR reduced odds (OR = 0.217, 95%CI: 0.127, 0.373). The AUC values of these four cardiac markers were greater than FLI, among which eGDR showed the highest predictive value (AUC = 0.781). In the hepatic steatosis population, CMI (OR = 1.419, 95%CI: 1.033, 2.747), AIP (OR = 5.527, 95%CI: 1.082, 28.242), and TyG (OR = 2.345, 95%CI: 1.180, 4.661) were also showed significant association with liver fibrosis, while eGDR and FIB-4 were not associated with liver fibrosis. AIP had the highest discriminative ability for liver fibrosis (AUC = 0.798). Mediation analysis showed HOMA-IR mediated 25.50%~36.20% of cardiometabolic markers' associations with hepatic steatosis, followed by liver enzymes. Cardiometabolic markers are strongly linked to hepatic steatosis and liver fibrosis in populations without traditional risk factors, even outperforming the established hepatic steatosis and the fibrosis marker, highlighting their potential for early liver disease risk identification in seemingly healthy individuals.
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Affiliation(s)
- Zhixing Fan
- Department of Cardiology, the First College of Clinical Medical Sciences, China Three Gorges University, Yichang, 443003, China
- Institute of Cardiovascular Diseases, Three Gorges University, Yichang, 443003, China
| | - Chaojun Yang
- Department of Cardiology, the First College of Clinical Medical Sciences, China Three Gorges University, Yichang, 443003, China
- Institute of Cardiovascular Diseases, Three Gorges University, Yichang, 443003, China
| | - Xiaojing Zhao
- Schoolof Foreign Stdies, China Three Gorges·University, Yichang, 443003, China
| | - Jing Zhang
- The Second Department of Infectious Disease, Shanghai Fifth People's Hospital, Fudan University, 801 Heqing Road, Minhang District, Shanghai, 201100, China.
- Center of Community-Based Health Research, Fudan University, Shanghai, 201100, China.
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26
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Tang T, Guo T, Zhu B, Tian Q, Wu Y, Liu Y. Interpretable machine learning model for predicting post-hepatectomy liver failure in hepatocellular carcinoma. Sci Rep 2025; 15:15469. [PMID: 40316613 PMCID: PMC12048636 DOI: 10.1038/s41598-025-97878-4] [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: 10/20/2024] [Accepted: 04/08/2025] [Indexed: 05/04/2025] Open
Abstract
Post-hepatectomy liver failure (PHLF) is a severe complication following liver surgery. We aimed to develop a novel, interpretable machine learning (ML) model to predict PHLF. We enrolled 312 hepatocellular carcinoma (HCC) patients who underwent hepatectomy, and 30% of the samples were utilized for internal validation. Variable selection was performed using the least absolute shrinkage and selection operator regression in conjunction with random forest and recursive feature elimination (RF-RFE) algorithms. Subsequently, 12 distinct ML algorithms were employed to identify the optimal prediction model. The area under the receiver operating characteristic curve, calibration curves, and decision curve analysis (DCA) were utilized to assess the model's predictive accuracy. Additionally, an independent prospective validation was conducted with 62 patients. The SHapley Additive exPlanations (SHAP) analysis further explained the extreme gradient boosting (XGBoost) model. The XGBoost model exhibited the highest accuracy with AUCs of 0.983 and 0.981 in the training and validation cohorts among 12 ML models. Calibration curves and DCA confirmed the model's accuracy and clinical applicability. Compared with traditional models, the XGBoost model had a higher AUC. The prospective cohort (AUC = 0.942) further confirmed the generalization ability of the XGBoost model. SHAP identified the top three critical variables: total bilirubin (TBIL), MELD score, and ICG-R15. Moreover, the SHAP summary plot was used to illustrate the positive or negative effects of the features as influenced by XGBoost. The XGBoost model provides a good preoperative prediction of PHLF in patients with resectable HCC.
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Affiliation(s)
- Tianzhi Tang
- Department of Hepatobiliary and Pancreatic Surgery, Cancer Hospital of China Medical University/Liaoning Cancer Hospital & Institute, Shenyang, Liaoning Province, People's Republic of China
| | - Tianyu Guo
- Department of Hepatobiliary and Pancreatic Surgery, Liaoning Cancer Hospital & Institute, Shenyang, Liaoning Province, People's Republic of China
| | - Bo Zhu
- Department of Cancer Prevention and Treatment, Liaoning Cancer Hospital & Institute, Shenyang, Liaoning Province, People's Republic of China
| | - Qihui Tian
- Department of Cancer Prevention and Treatment, Cancer Hospital of China Medical University/Liaoning Cancer Hospital & Institute, Shenyang, Liaoning Province, People's Republic of China
| | - Yang Wu
- Medical Oncology Department of Thoracic Cancer (2), Liaoning Cancer Hospital & Institute, Shenyang, 110042, Liaoning Province, People's Republic of China.
| | - Yefu Liu
- Department of Hepatobiliary and Pancreatic Surgery, Liaoning Cancer Hospital & Institute, No.44 Xiaoheyan Road, Dadong District, Shenyang, 110042, Liaoning Province, People's Republic of China.
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27
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Osuch S, Kumorek A, Kozłowski P, Berak H, Kochanowicz AM, Cortés-Fendorf K. Plasma levels of soluble PD-1, TIM-3, LAG-3 and galectin-3 and the degree of liver fibrosis in CHC and the impact of successful antiviral treatment on their levels. Sci Rep 2025; 15:15436. [PMID: 40316644 PMCID: PMC12048671 DOI: 10.1038/s41598-025-99096-4] [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: 01/16/2025] [Accepted: 04/16/2025] [Indexed: 05/04/2025] Open
Abstract
Chronic hepatitis C (CHC), caused by the hepatitis C virus, commonly leads to liver fibrosis. CHC is also related to T-cell exhaustion, phenotypically manifesting as overexpression of inhibitory receptors (iRs), e.g., programmed death receptor-1 (PD-1), T cell immunoglobulin and mucin domain-containing protein 3 (TIM-3) and lymphocyte activation gene 3 (LAG-3), which have corresponding plasma-soluble analogs. Galectin-3 (Gal-3) is a pro-fibrotic and pro-inflammatory molecule, but its role in CHC is controversial. The study aimed to assess the relationship between plasma levels of soluble PD-1 (sPD-1), sTIM-3, sLAG-3 and Gal-3 and the degree of fibrosis in CHC and successful CHC treatment effect on these markers. The study comprised 98 CHC patients, qualified for treatment with direct-acting antivirals. Plasma samples were collected prior to and six months post-treatment. iRs were determined by ELISA. sPD-1 levels were significantly higher in more advanced fibrosis (F2 + F3 vs. F0/1). Regardless of the degree of fibrosis, sPD-1 and sLAG-3 levels significantly decreased after therapy. sTIM-3 levels also decreased, however, mostly in patients with no or mild (i.e., F0/1) fibrosis. Furthermore, Gal-3 increased in patients with more advanced fibrosis (F2 + F3). sPD-1 is associated with liver disease stage in CHC and effective treatment is related to the iRs levels reduction.
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Affiliation(s)
- Sylwia Osuch
- Department of Immunopathology of Infectious and Parasitic Diseases, Medical University of Warsaw, 3c Pawińskiego Street, Warsaw, 02-106, Poland
| | - Aleksandra Kumorek
- Department of Immunopathology of Infectious and Parasitic Diseases, Medical University of Warsaw, 3c Pawińskiego Street, Warsaw, 02-106, Poland
| | - Paweł Kozłowski
- Central Laboratory, University Clinical Centre of Medical University of Warsaw, Warsaw, Poland
| | - Hanna Berak
- Outpatient Clinic, Warsaw Hospital for Infectious Diseases, Warsaw, Poland
| | - Anna Maria Kochanowicz
- Department of Immunopathology of Infectious and Parasitic Diseases, Medical University of Warsaw, 3c Pawińskiego Street, Warsaw, 02-106, Poland
| | - Kamila Cortés-Fendorf
- Department of Immunopathology of Infectious and Parasitic Diseases, Medical University of Warsaw, 3c Pawińskiego Street, Warsaw, 02-106, Poland.
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28
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Carvalho KD, Daltro C, Daltro C, Cotrim HP. RENAL INJURY AND METABOLIC DYSFUNCTION-ASSOCIATED STEATOTIC LIVER DISEASE IN PATIENTS WITH OBESITY. ARQUIVOS DE GASTROENTEROLOGIA 2025; 62:e25008. [PMID: 40332312 PMCID: PMC12052267 DOI: 10.1590/s0004-2803.24612025-008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 01/13/2025] [Accepted: 01/21/2025] [Indexed: 05/08/2025]
Abstract
BACKGROUND Metabolic dysfunction-associated steatotic liver disease (MASLD) is currently the most prevalent cause of chronic hepatic disease worldwide. Recently, the association between MASLD and renal injury has emerged as an additional factor impacting the clinical course of MASLD. OBJECTIVE The present study evaluated the clinical association in patients with obesity. METHODS This study enrolled patients classified as having obesity class II and III (BMI >35 kg/m2) and MASLD from an obesity surgical treatment center. The diagnosis criteria for MASLD included the presence of hepatic steatosis as indicated by histology or imaging assessments. We use Fibrosis-4 (FIB-4) and NAFLD fibrosis score (NSF) to assess and determine the presence of liver fibrosis. The glomerular filtration rate (GRF) was determined using CKD-EPI (chronic kidney disease epidemiology collaboration) equation, with GFR levels ≥90 and <120 mL/min/1,73 m2 considered within the normal range. RESULTS The study comprised a total of 560 individuals with obesity grade II and III, 325 individuals with MASLD. Among these, 422 (75.4%) patients were female, and the mean age was 36±10 years. Systemic arterial hypertension (SAH) was present in 162 (41.1%) patients, and 218 (42.8 %) were diagnosed with type 2 Diabetes Mellitus (T2DM). A total of 286 individuals (51.1%) had a GFR below 114 mL/min, with 183 (64%) of them exhibiting a higher degree of liver fibrosis, as indicated by FIB-4 >0.54. CONCLUSION In patients with obesity classified as grades II and III, age emerged as the primary determinant leading to decline in GFR. Furthermore, glomerular hyperfiltration could be an early sign of progression to chronic kidney disease. Nonetheless, the progression of hepatic fibrosis could also be a significant factor contributing to impaired renal function.
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Affiliation(s)
- Kellyane Dias Carvalho
- Universidade Federal da Bahia, Faculdade de Medicina da Bahia, Programa de Pós-Graduação em Medicina e Saúde, Salvador, BA, Brasil
| | - Cláudia Daltro
- Universidade Federal da Bahia, Faculdade de Medicina da Bahia, Programa de Pós-Graduação em Medicina e Saúde, Salvador, BA, Brasil
| | - Carla Daltro
- Universidade Federal da Bahia, Faculdade de Medicina da Bahia, Programa de Pós-Graduação em Medicina e Saúde, Salvador, BA, Brasil
| | - Helma Pinchemel Cotrim
- Universidade Federal da Bahia, Faculdade de Medicina da Bahia, Programa de Pós-Graduação em Medicina e Saúde, Salvador, BA, Brasil
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Yeramaneni S, Chang ST, Cheung RC, Chalfin DB, Sangha K, Levy HR, Boltyenkov AT. Comparison of Referral Rates and Costs Using Fibrosis-4 and Enhanced Liver Fibrosis (ELF) Testing Strategies for Initial Evaluation of Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD) in a Veteran Population. J Appl Lab Med 2025; 10:593-604. [PMID: 39812398 DOI: 10.1093/jalm/jfae154] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2024] [Accepted: 10/28/2024] [Indexed: 01/16/2025]
Abstract
BACKGROUND Global metabolic dysfunction-associated steatotic liver disease (MASLD) prevalence is estimated at 30% and projected to reach 55.7% by 2040. In the Veterans Affairs (VA) healthcare system, an estimated 1.8 million veterans have metabolic dysfunction-associated steatohepatitis (MASH). METHODS Adult patients at risk for MASLD in a VA healthcare system underwent Fibrosis-4 (FIB-4) and Enhanced Liver Fibrosis (ELF®) testing. Referral rates and cost savings were compared among 6 noninvasive testing (NIT) strategies using these 2 tests independently or sequentially at various cutoffs. RESULTS Enrolled patients (N = 254) had a mean age of 65.3 ± 9.3 years and mean body mass index (BMI) of 31.7 ± 6, 87.4% male: 78.3% were non-Hispanic/Latino, and 96.5% had type 2 diabetes mellitus (T2DM). Among the 6 evaluated strategies, using FIB-4 followed by ELF at a 9.8 cutoff yielded the highest proportion of patients retained in primary care without need of referral to hepatology clinic (165/227; 72.7%), and was associated with the lowest costs ($407.62). Compared to the FIB-4 only strategy, FIB-4/ELF with a 9.8 cutoff strategy resulted in 26% fewer referrals and 8.47% lower costs. In the subgroup of patients with BMI >32, there were 25.17% fewer referrals and costs were 8.31% lower. CONCLUSIONS Our study suggests that sequential use of ELF with a 9.8 cutoff following indeterminate FIB-4 tests results in lower referral rates and lower care costs in a veteran population at risk of MASLD. Adding ELF as a sequential test after indeterminate FIB-4 might help reduce the number of referrals and overall cost of care.
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Affiliation(s)
- Samrat Yeramaneni
- Medical Affairs, Siemens Healthcare Diagnostics Inc., Tarrytown, NY, United States
| | - Stephanie T Chang
- Department of Radiology, Veterans Affairs Palo Alto Healthcare System, Palo Alto, CA, United States
- Department of Radiology, Stanford University Medical Center, Stanford, CA, United States
| | - Ramsey C Cheung
- Department of Gastroenterology and Hepatology, VA Palo Alto Healthcare System, Palo Alto, CA, United States
- Department of Gastroenterology and Hepatology, Stanford University Medical Center, Stanford, CA, United States
| | - Donald B Chalfin
- Medical Affairs, Siemens Healthcare Diagnostics Inc., Tarrytown, NY, United States
- Jefferson College of Population Health, Thomas Jefferson University, Philadelphia, PA, United States
| | - Kinpritma Sangha
- Collaborations, Siemens Medical Solutions USA Inc., Malvern, PA, United States
| | - H Roma Levy
- Medical Affairs, Siemens Healthcare Diagnostics Inc., Tarrytown, NY, United States
| | - Artem T Boltyenkov
- Medical Affairs, Siemens Healthcare Diagnostics Inc., Tarrytown, NY, United States
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Lucas MR, Pilling LC, Atkins JL, Melzer D. Incidence of liver complications with hemochromatosis-associated HFE p.C282Y homozygosity: The role of central adiposity. Hepatology 2025; 81:1522-1534. [PMID: 39178373 PMCID: PMC11999091 DOI: 10.1097/hep.0000000000001056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Accepted: 07/30/2024] [Indexed: 08/25/2024]
Abstract
BACKGROUND AND AIMS The HFE p.C282Y+/+ (homozygous) genotype and central adiposity both increase liver disease and diabetes risks, but the combined effects are unclear. We estimated waist-to-hip ratio (WHR) associations with incident clinical outcomes in routine care in p.C282Y+/+ participants in the UK Biobank community cohort. APPROACH AND RESULTS Baseline WHR data available in 1297 male and 1602 female p.C282Y+/+ with 13.3-year mean follow-up for diagnoses. Spline regressions and Cox proportional hazard models were adjusted for age and genetic principal components. Cumulative incidence was from age 40 to 80 years. In p.C282Y+/+ males, there were positive linear WHR relationships for hospital inpatient-diagnosed liver fibrosis/cirrhosis ( p = 2.4 × 10 -5 ), liver cancer ( p = 0.007), non-alcoholic fatty liver disease ( p = 7.7 × 10 -11 ), and type 2 diabetes ( p = 5.1 × 10 -16 ). The hazard ratio for high WHR in p.C282Y+/+ males (≥0.96; 33.9%) was 4.13 for liver fibrosis/cirrhosis (95% CI: 2.04-8.39, p = 8.4 × 10 -5 vs. normal WHR); cumulative age 80 incidence 15.0% (95% CI: 9.8%-22.6%) versus 3.9% (95% CI: 1.9%-7.6%); for liver cancer, cumulative incidence was 9.2% (95% CI: 5.7%-14.6%) versus 3.6% (95% CI: 1.9%-6.6%). Hemochromatosis was diagnosed in 23 (96%) of the 24 high WHR p.C282Y+/+ males with incident fibrosis/cirrhosis. High WHR (≥0.85; 30.0%) p.C282Y+/+ females had raised hazards for liver fibrosis/cirrhosis (hazard ratio = 9.17, 95% CI: 2.51-33.50, p = 3.8 × 10 -7 ) and Non-alcoholic fatty liver disease (hazard ratio = 5.17, 95% CI: 2.48-10.78, p = 1.2 × 10 -5 ). Fibrosis/cirrhosis associations were similar in the subset with additional primary care diagnoses. CONCLUSIONS In p.C282Y+/+ males and females, increasing WHR is associated with substantially higher risks of liver complications. Interventions to reduce central adiposity to improve these outcomes should be tested.
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Pafili K, Zaharia OP, Strassburger K, Knebel B, Herder C, Huttasch M, Karusheva Y, Kabisch S, Strom A, Nowotny B, Szendroedi J, Roden M. PNPLA3 gene variation modulates diet-induced improvement in liver lipid content in type 2 diabetes. Clin Nutr 2025; 48:6-15. [PMID: 40090039 DOI: 10.1016/j.clnu.2025.02.032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2025] [Accepted: 02/28/2025] [Indexed: 03/18/2025]
Abstract
BACKGROUND&AIMS Lifestyle-induced weight reduction remains crucial for managing type 2 diabetes and steatotic liver disease, but its effectiveness varies. We postulated that the G allele in the rs738409 single nucleotide polymorphism within patatin-like phospholipase domain-containing protein 3 (PNPLA3), which associates with metabolic dysfunction-associated steatotic liver disease, also modulates diet-related metabolic effects. METHODS Participants with type 2 diabetes were randomized to 8-week hypocaloric diets (energy intake: -1,256 kJ/d of, <30 kcal% fat): high in cereal fiber and coffee excluding red meat (HF-RM + C; n = 16), or low in cereal fiber, devoid of coffee, but high in red meat (LF + RM-C; n = 15). Whole-body insulin sensitivity (M value) was assessed using [2H]glucose and hyperinsulinemic-normoglycemic clamps, hepatic lipid content (HCL) and body fat volumes by magnetic resonance spectroscopy/imaging before and after intervention. RESULTS Despite comparable weight loss, HCL decreased more in non-carriers (-65 %) than in G-allele carriers (-36 %) upon HF-RM + C diet (both p < 0.05 vs baseline and between groups), but only among non-carriers (-46 %, p < 0.05 vs baseline) upon LF + RM-C. Upon HF-RM + C diet, increase in insulin sensitivity was not different between carriers (+27 % p = 0.051 from baseline) and non-carriers (+21 %, p = 0.032 from baseline), p > 0.05 for between-group comparison. Upon LF + RM-C diet, both groups equally improved their whole-body insulin sensitivity (+42 % for non-carriers and +37 % for carriers, p < 0.05 vs baseline). Upon HF-RM + C diet, non-carriers decreased circulating interleukin-18 from baseline by -31 %, whereas, upon LF + RM-C diet, non-carriers decreased circulating anti-inflammatory interleukin-1 receptor antagonist levels by 14 % (both p < 0.05 vs baseline). CONCLUSIONS Humans with the PNPLA3 G-allele show modified dietary-induced effects on steatotic liver disease in type 2 diabetes despite body weight reduction. Registration at Clinicaltrials.gov, Identifier number: NCT01409330.
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Affiliation(s)
- Kalliopi Pafili
- Department of Endocrinology and Diabetology, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Moorenstr. 5, 40225 Düsseldorf, Germany; Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich-Heine-University Düsseldorf, Auf'm Hennekamp 65, 40225 Düsseldorf, Germany; German Center for Diabetes Research (DZD), Ingolstädter Landstr. 1, 85764 Neuherberg, Germany
| | - Oana-Patricia Zaharia
- Department of Endocrinology and Diabetology, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Moorenstr. 5, 40225 Düsseldorf, Germany; Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich-Heine-University Düsseldorf, Auf'm Hennekamp 65, 40225 Düsseldorf, Germany; German Center for Diabetes Research (DZD), Ingolstädter Landstr. 1, 85764 Neuherberg, Germany
| | - Klaus Strassburger
- Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich-Heine-University Düsseldorf, Auf'm Hennekamp 65, 40225 Düsseldorf, Germany; Institute for Biometrics and Epidemiology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich-Heine-University Düsseldorf, Auf'm Hennekamp 65, 40225 Düsseldorf, Germany
| | - Birgit Knebel
- German Center for Diabetes Research (DZD), Ingolstädter Landstr. 1, 85764 Neuherberg, Germany; Institute for Clinical Biochemistry and Pathobiochemistry, German Diabetes Center, Leibniz Institute for Diabetes Research at Heinrich-Heine-University, Auf'm Hennekamp 65, 40225 Düsseldorf, Germany
| | - Christian Herder
- Department of Endocrinology and Diabetology, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Moorenstr. 5, 40225 Düsseldorf, Germany; Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich-Heine-University Düsseldorf, Auf'm Hennekamp 65, 40225 Düsseldorf, Germany; German Center for Diabetes Research (DZD), Ingolstädter Landstr. 1, 85764 Neuherberg, Germany
| | - Maximilian Huttasch
- Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich-Heine-University Düsseldorf, Auf'm Hennekamp 65, 40225 Düsseldorf, Germany; German Center for Diabetes Research (DZD), Ingolstädter Landstr. 1, 85764 Neuherberg, Germany
| | - Yanislava Karusheva
- Department of Endocrinology and Diabetology, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Moorenstr. 5, 40225 Düsseldorf, Germany; Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich-Heine-University Düsseldorf, Auf'm Hennekamp 65, 40225 Düsseldorf, Germany
| | - Stefan Kabisch
- German Center for Diabetes Research (DZD), Ingolstädter Landstr. 1, 85764 Neuherberg, Germany; Department of Endocrinology and Metabolic Medicine, Charité Universitätsmedizin Berlin, Campus Benjamin Franklin, Hindenburgdamm 30, 12203 Berlin, Germany
| | - Alexander Strom
- Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich-Heine-University Düsseldorf, Auf'm Hennekamp 65, 40225 Düsseldorf, Germany; German Center for Diabetes Research (DZD), Ingolstädter Landstr. 1, 85764 Neuherberg, Germany
| | - Bettina Nowotny
- Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich-Heine-University Düsseldorf, Auf'm Hennekamp 65, 40225 Düsseldorf, Germany; Bayer AG, Research and Development Pharmaceuticals, Aprather Weg 42113 Wuppertal, Germany
| | - Julia Szendroedi
- German Center for Diabetes Research (DZD), Ingolstädter Landstr. 1, 85764 Neuherberg, Germany; Department for Internal Medicine I, University Hospital Heidelberg, Im Neuenheimer Feld 410, 69120 Heidelberg, Germany
| | - Michael Roden
- Department of Endocrinology and Diabetology, Medical Faculty and University Hospital Düsseldorf, Heinrich-Heine-University Düsseldorf, Moorenstr. 5, 40225 Düsseldorf, Germany; Institute for Clinical Diabetology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich-Heine-University Düsseldorf, Auf'm Hennekamp 65, 40225 Düsseldorf, Germany; German Center for Diabetes Research (DZD), Ingolstädter Landstr. 1, 85764 Neuherberg, Germany.
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Roulot D, Brichler S, Layese R, D'alteroche L, Ganne-Carrie N, Stern C, Saviano A, Leroy V, Roudot-Thoraval F, De Ledinghen V. High Diagnostic Value of Transient Elastography for Advanced Fibrosis and Cirrhosis in Patients With Chronic Hepatitis Delta. Clin Gastroenterol Hepatol 2025; 23:978-986.e4. [PMID: 39209196 DOI: 10.1016/j.cgh.2024.08.008] [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: 03/15/2024] [Revised: 07/17/2024] [Accepted: 08/13/2024] [Indexed: 09/04/2024]
Abstract
BACKGROUND & AIMS Liver biopsy remains the gold standard for fibrosis staging in patients with chronic hepatitis delta (CHD). Here, we comparatively evaluated the performance of transient elastography (TE) and biomarkers for the diagnosis of liver fibrosis in patients with CHD. METHODS A total of 230 HDV-infected RNA-positive patients from various centers who underwent liver biopsy and liver stiffness measurements (LSMs) using Fibroscan, within a period of 6 months maximum, were investigated retrospectively. Area under the receiver operating characteristic curve and Youden index were used to establish cutoff values of LSM. TE was compared with other noninvasive tests: aspartate aminotransferase to platelet ratio index, Fibrosis-4, and Delta-4 fibrosis scores. RESULTS Histologic fibrosis stage distribution was: 20.4% for F0-F1; 27.0% for F2; 18.7% for F3; and 33.9% for F4. TE demonstrated good diagnostic performance for detecting cirrhosis and advanced fibrosis with an Area under the receiver operating characteristic curve of 0.88 and 0.86, which were significantly higher than those obtained with the other noninvasive tests (P = .004 and P < .001). With a cutoff value of >12 kPa for cirrhosis, the sensitivity was 70.5%, specificity was 86.2%, positive predictive value was 72.4%, negative predictive value was 85.1%, and accuracy was 80.9%. Using 10.4 kPa as the cutoff value for F3, the sensitivity was 70.2%, specificity was 83.5%, positive predictive value was 82.5%, negative predictive value was 71.7%, and accuracy was 76.5%. In 89% of patients with LSM ≤6.2 kPa, liver biopsy disclosed only absent or minimal fibrosis. CONCLUSION TE demonstrated good diagnostic performance for advanced fibrosis and cirrhosis in patients with CHD. Advanced fibrosis is highly probable for LSM values ≥10 kPa. LSM values <6 kPa almost totally exclude significant fibrosis. Between 6 and 10 kPa, liver biopsy should be discussed.
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Affiliation(s)
- Dominique Roulot
- AP-HP, Hôpital Avicenne, Unité d'Hépatologie, Bobigny; Université Sorbonne Paris Nord, Bobigny; Inserm U955, Equipe 18, Université Paris-Est, Créteil, France.
| | - Ségolène Brichler
- AP-HP, Hôpital Avicenne, Laboratoire de Microbiologie Clinique; Université Sorbonne Paris Nord, Centre National de Référence des Hépatites B, C et Delta, Bobigny, Inserm U955, Equipe 18, Université Paris-Est, Créteil, France
| | - Richard Layese
- Université Paris-Est Créteil, INSERM, IMRB, CEpiA (Clinical Epidemiology and Ageing Unit) Team, Créteil; AP-HP, Hôpital Henri-Mondor, Unité de Recherche Clinique (URC Mondor), Créteil, France
| | | | - Nathalie Ganne-Carrie
- AP-HP, Hôpital Avicenne, Service d'Hépatologie, Bobigny; Université Sorbonne Paris Nord, Bobigny; INSERM U1138, Université de Paris, France
| | | | - Antonio Saviano
- Pôle Hépato-digestif, University Hospital, Strasbourg; Inserm U110, Strasbourg, France
| | - Vincent Leroy
- AP-HP, Hôpital Henri-Mondor, Service d'Hépatologie, Créteil; Inserm U955, Equipe 18, Université Paris-Est, Créteil, France
| | - Françoise Roudot-Thoraval
- Université Paris-Est Créteil, INSERM, IMRB, CEpiA (Clinical Epidemiology and Ageing Unit) Team, Créteil; AP-HP, Hôpital Henri-Mondor, Unité de Recherche Clinique (URC Mondor), Créteil, France
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Giorda CB, Picariello R, Tartaglino B, Nada E, Costa G, Gnavi R. Mortality for Any Hepatic Cause in People With Diabetes Compared to the Non-Diabetic Population. A 10-Year-Observational Study. Liver Int 2025; 45:e70075. [PMID: 40287817 DOI: 10.1111/liv.70075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/06/2024] [Revised: 02/19/2025] [Accepted: 03/16/2025] [Indexed: 04/29/2025]
Abstract
BACKGROUND & AIMS The relationship between diabetes and liver disease is increasingly recognised as a significant contributor to mortality. This 10-year observational study aimed to assess the mortality risk from hepatic causes in people with type 2 diabetes (T2DM) compared to non-diabetic individuals. METHODS Conducted in the Piedmont region of Italy, the study included over 4 million residents aged 35-85, with 100 611 newly diagnosed diabetic patients followed for a median of 6.5 years. Mortality rates due to liver diseases were analysed using standardised mortality rates (SMR), and, in the diabetic population, Poisson regression was used to assess relationships between mortality and clinical variables. RESULTS Diabetic individuals faced a threefold higher risk of liver-related mortality compared to their non-diabetic counterparts (9.96 per 10 000 in the diabetic population vs. 3.02 per 10 000). The primary hepatic causes of death were hepatocellular carcinoma and metabolic dysfunction-associated steatotic liver disease. Key risk factors for increased hepatic mortality included male gender, advanced age, high FIB-4 scores (indicating liver fibrosis), poor glycemic control (HbA1c > 9%), and a history of alcohol abuse. Notably, antidiabetic treatments, particularly newer therapies like GLP-1 RAs and SGLT2 inhibitors, were associated with reduced liver mortality. Insulin treatment, however, was linked to higher mortality. CONCLUSIONS This study highlights the need for targeted interventions to manage hepatic complications in diabetic patients, focusing on glycemic control, liver fibrosis assessment, and alcohol consumption reduction. The possible beneficial effects of incretins and SGLT2 inhibitors, along with the possible adverse impact of insulin, should be interpreted cautiously, considering the potential influence of reverse causality.
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Affiliation(s)
- Carlo B Giorda
- Specialist, Free Lance Researcher and Writer in Diabetes and Endocrine Disorders, Torino, Italy
| | | | | | - Elisa Nada
- Metabolism and Diabetes Unit, Chieri, Italy
| | - Giuseppe Costa
- Epidemiology Unit, Grugliasco, Italy
- Department of Public Health, University of Torino, Torino, Italy
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Calès P, Canivet CM, Costentin C, Lannes A, Oberti F, Fouchard I, Hunault G, de Lédinghen V, Boursier J. A new generation of non-invasive tests of liver fibrosis with improved accuracy in MASLD. J Hepatol 2025; 82:794-804. [PMID: 39674323 DOI: 10.1016/j.jhep.2024.11.049] [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: 10/09/2023] [Revised: 09/23/2024] [Accepted: 11/18/2024] [Indexed: 12/16/2024]
Abstract
BACKGROUND & AIMS The accuracy of non-invasive tests (NITs) should be ≥80% (EASL recommendation). We aimed to compare the accuracies of the recommended NITs for advanced fibrosis in metabolic dysfunction-associated steatotic liver disease (MASLD) and to develop NITs with improved accuracy. METHODS A total of 1,051 patients with MASLD were allocated to derivation (n = 637) and validation (n = 414) sets. The main outcome (Kleiner F3+F4) was primarily evaluated by accuracy. Recommended NITs included: FIB-4, Fibrotest, FibroMeter, liver stiffness measurement (LSM by Fibroscan), Elasto-FibroMeter (FibroMeter-LSM combination), and ELF (enhanced liver fibrosis) in 396 patients. We used machine learning-optimized multitargeting to develop new NITs: FIB-9 (including nine common biomarkers), FIB-11 (adding two specialized blood markers) and FIB-12 (adding LSM). RESULTS In the whole population, the accuracies of recommended NITs were insufficient: Fibrotest, 68.0%; FIB-4, 71.2%; FibroMeter, 75.1%; LSM, 75.9%; Elasto-FibroMeter, 78.6%. Therefore, new NITs (FIB-9, FIB-11, FIB-12) were developed in the derivation set. In the validation set, AUROCs were: FIB-4, 0.757; Fibrotest, 0.766; FibroMeter, 0.850; LSM, 0.852; FIB-9, 0.863; FIB-11, 0.880; Elasto-FibroMeter, 0.894; FIB-12, 0.912 (p <0.001). The FIB-12 AUROC was superior to the ELF AUROC (0.906 vs. 0.865, p = 0.039). Accuracies were: FIB-4, 68.8%; Fibrotest, 68.6%; LSM, 75.4%; FibroMeter, 76.3%; FIB-9, 78.7%; Elasto-FibroMeter, 79.7%; FIB-11, 80.2%; FIB-12, 83.3% (p <0.001 between all NITs). Scores were segmented by ≥90% sensitivity and specificity cut-offs or NIT match, which individualized subgroups with NIT accuracies ≥80%, e.g. for FIB-9: 85.8% in 68.1% of patients using two cut-offs and 83.2% in 71.7% of patients where FIB-9 agreed with FIB-4. CONCLUSIONS Recommended NITs had accuracies <80% for advanced fibrosis in MASLD. Several NIT segmentations individualized subgroups with accuracies ≥80%. New NITs further improved accuracy. The simple FIB-9 (available via a free calculator) provided accuracy equaling or surpassing recommended NITs. FIB-12 outperformed other NITs. IMPACT AND IMPLICATIONS Currently recommended non-invasive tests (NITs) have insufficient accuracy (<80%) for the diagnosis of advanced fibrosis in metabolic dysfunction-associated steatotic liver disease (MASLD). Therefore, we developed three new NITs with new statistical techniques. Thus, FIB-9 (available via a free calculator), including nine common blood markers, equaled the performance of patented NITs. FIB-11, adding two specialized blood markers, and FIB-12, adding liver stiffness, had accuracy >80%. FIB-12 outperformed all other NITs. FIB-9 is suitable for screening and FIB-11 or FIB-12 for diagnosis.
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Affiliation(s)
- Paul Calès
- Service d'Hépato-Gastroentérologie et Oncologie Digestive, Centre Hospitalier Universitaire d'Angers, Angers, France; Laboratoire HIFIH, UPRES EA3859, SFR 4208, Université d'Angers, Angers, France.
| | - Clémence M Canivet
- Service d'Hépato-Gastroentérologie et Oncologie Digestive, Centre Hospitalier Universitaire d'Angers, Angers, France; Laboratoire HIFIH, UPRES EA3859, SFR 4208, Université d'Angers, Angers, France
| | - Charlotte Costentin
- Université de Grenoble Alpes, Institut des Biosciences avancées, CNRS UMR 5309-INSERM U1209; Service d'Hépato-Gastroentérologie et d'Oncologie Digestive, Centre Hospitalier Universitaire de Grenoble Alpes, Grenoble, France
| | - Adrien Lannes
- Service d'Hépato-Gastroentérologie et Oncologie Digestive, Centre Hospitalier Universitaire d'Angers, Angers, France; Laboratoire HIFIH, UPRES EA3859, SFR 4208, Université d'Angers, Angers, France
| | - Frédéric Oberti
- Service d'Hépato-Gastroentérologie et Oncologie Digestive, Centre Hospitalier Universitaire d'Angers, Angers, France; Laboratoire HIFIH, UPRES EA3859, SFR 4208, Université d'Angers, Angers, France
| | - Isabelle Fouchard
- Service d'Hépato-Gastroentérologie et Oncologie Digestive, Centre Hospitalier Universitaire d'Angers, Angers, France; Laboratoire HIFIH, UPRES EA3859, SFR 4208, Université d'Angers, Angers, France
| | - Gilles Hunault
- Laboratoire HIFIH, UPRES EA3859, SFR 4208, Université d'Angers, Angers, France
| | - Victor de Lédinghen
- Service d'Hépatologie, Hôpital Haut-Lévêque, Centre Hospitalier Universitaire de Bordeaux, Pessac, France; INSERM U1312, Université de Bordeaux, Bordeaux, France
| | - Jérôme Boursier
- Service d'Hépato-Gastroentérologie et Oncologie Digestive, Centre Hospitalier Universitaire d'Angers, Angers, France; Laboratoire HIFIH, UPRES EA3859, SFR 4208, Université d'Angers, Angers, France
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Ohlendorf V, Serfert Y, Buggisch P, Mauss S, Klinker H, Teuber G, Cornberg M, Tomasiewicz K, Wedemeyer H. Impact of distinct antiviral treatment regimens on the long-term outcome after HCV cure - Data from the German Hepatitis C-Registry (DHC-R). ZEITSCHRIFT FUR GASTROENTEROLOGIE 2025; 63:486-496. [PMID: 40360141 DOI: 10.1055/a-2543-5205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/15/2025]
Abstract
Direct-acting antiviral (DAA) regimens for the treatment of hepatitis C virus (HCV) infection are endowed with sustained virological response (SVR) rates >95%. However, HCV cure does not completely eliminate the risk of hepatocellular carcinoma (HCC) development and liver decompensation. The present study investigated the impact of the administered DAA regimen on clinical long-time outcomes after SVR.Matched-pair survival analyses of 5802 chronically HCV infected patients from the German Hepatitis C-Registry compared the incidence of liver-related events 2.5 years after SVR in patients receiving either sofosbuvir (SOF)-based treatment or NS3/NS4A-protease inhibitor (PI)-containing DAA regimens. Hypothesis driven logistic regression analyses were performed to identify independent predictors for the occurrence of liver-related events.Matched-pair survival analyses revealed a borderline significant difference in the incidence of liver-related endpoints (except of HCC development) in patients receiving SOF-based treatment (4.1%) compared to PI-containing DAA regimens (2.6%) 2.5 years after SVR (p=0.061). Numerically, a trend towards a benefit of PI-based DAA treatment was observed (PI 65 events vs SOF 102 events). Hypothesis driven logistic regression analyses could not confirm SOF-based treatment as an independent predictor for the occurrence of liver-related events after HCV cure (p=0.072, OR=0.670).The incidence of liver-related events 2.5 years after HCV cure did not differ significantly between SOF-based DAA treatment and PI-containing regimens. However, numerically a trend towards a benefit of PI-based DAA treatment was observed. Therefore, a minor effect of the applied DAA regimen on the long-term incidence of liver-related events cannot be excluded.
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Affiliation(s)
- Valerie Ohlendorf
- Department of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, Hannover, Germany
| | | | - Peter Buggisch
- ifi-Institute for Interdisciplinary Medicine, Hamburg, Germany
| | - Stefan Mauss
- Center for HIV and Hepatogastroenterology, Duesseldorf, Germany
| | - Hartwig Klinker
- Division of Infectious Diseases, Department of Internal Medicine II, University of Würzburg Medical Center, Würzburg, Germany
| | | | - Markus Cornberg
- Department of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, Hannover, Germany
- Centre for Individualised Infection Medicine (CiiM), Hannover, Germany
- German Centre for Infection Research (DZIF), partner site Hannover-Braunschweig, Braunschweig, Germany
- Cluster of Excellence Resolving Infection Susceptibility (RESIST; EXC), Hannover Medical School, Hannover, Germany
| | | | - Heiner Wedemeyer
- Department of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, Hannover, Germany
- Leberstiftungs-GmbH Deutschland, Hannover, Germany
- German Centre for Infection Research (DZIF), partner site Hannover-Braunschweig, Braunschweig, Germany
- Cluster of Excellence Resolving Infection Susceptibility (RESIST; EXC), Hannover Medical School, Hannover, Germany
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Zhang Z, Zhang W, Liu Z, Ou J, Sun Y, Zhang L, Ji G. Association between systemic inflammation markers and cardiovascular mortality in adults with metabolic dysfunction-associated steatotic liver disease. Nutr Metab Cardiovasc Dis 2025; 35:103781. [PMID: 39643477 DOI: 10.1016/j.numecd.2024.10.019] [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: 08/12/2024] [Revised: 10/07/2024] [Accepted: 10/20/2024] [Indexed: 12/09/2024]
Abstract
BACKGROUND AND AIM Identifying metabolic dysfunction-associated steatotic liver disease (MASLD) patients at increased risk of cardiovascular mortality remains an unmet clinical need. We investigated the ability of four systemic inflammation markers to identify cardiovascular mortality risk in MASLD patients. METHODS AND RESULTS This cohort study included 4787 MASLD patients from the National Health and Nutrition Examination Survey (NHANES) from 2005 through 2018. The weighted Cox proportional hazards model was used to assess the relationship between four systemic indicators of inflammation and cardiovascular mortality. During a median (IQR) follow-up of 7.0 (3.8-10.3) years, 567 all-cause mortality and 174 cardiovascular mortality were recorded. Compared to the first quartile of systemic inflammation levels, the HRs of cardiovascular mortality in the fourth quartile were 3.22 (95 % CI 1.83-5.66) for SII, 2.74 (95 % CI 1.32-5.69) for SIRI, 3.69 (95 % CI 1.87-7.28) for NLR, and 1.83 (95 % CI 1.05-3.20) for PLR. For predicting 10-year cardiovascular mortality, SIRI (AUC = 0.70) and NLR (AUC = 0.69) were superior to SII (AUC = 0.60) and PLR (AUC = 0.52). Stratification of MASLD patients based on the optimal cutoff values revealed an HR of 2.67 (95 % CI 1.65-4.32) for cardiovascular mortality with SIRI > 1.23, and an HR of 2.39 (95 % CI 1.51-3.79) with NLR > 2.18. Combining systemic inflammation markers with the Fibrosis-4 Score can provide more accurate prognostic information for MASLD patients. CONCLUSIONS SIRI and NLR outperformed SII and PLR in predicting the risk of cardiovascular mortality, proving to be useful tools for risk stratification in MASLD patients.
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Affiliation(s)
- Ziqi Zhang
- Institute of Digestive Diseases, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Weijie Zhang
- Institute of Digestive Diseases, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Zhidong Liu
- Institute of Digestive Diseases, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Jiayi Ou
- Guangzhou Institute of Cancer Research, the Affiliated Cancer Hospital, Guangzhou Medical University, Guangzhou, China
| | - Yunhong Sun
- School of Public Health, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Li Zhang
- Institute of Digestive Diseases, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China; State Key Laboratory of Integration and Innovation of Classical Formula and Modern Chinese Medicine, Shanghai, China.
| | - Guang Ji
- Institute of Digestive Diseases, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China; State Key Laboratory of Integration and Innovation of Classical Formula and Modern Chinese Medicine, Shanghai, China.
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Notake T, Shimizu A, Kubota K, Kitagawa N, Sugenoya S, Yoshizawa T, Sakai H, Hayashi H, Tomida H, Yamazaki S, Hayashi S, Yamada A, Fujinaga Y, Soejima Y. Liver-to-spleen ratio obtained from gadoxetate disodium-enhanced magnetic resonance imaging predicts intrahepatic recurrence after curative resection of hepatocellular carcinoma. Hepatol Res 2025; 55:730-740. [PMID: 40317614 DOI: 10.1111/hepr.14161] [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: 08/20/2024] [Revised: 12/06/2024] [Accepted: 12/24/2024] [Indexed: 05/07/2025]
Abstract
AIM The purpose of this study was to evaluate whether parameters obtained from gadoxetate disodium-enhanced magnetic resonance imaging (EOB-MRI) could predict intrahepatic tumor recurrence in patients who underwent curative hepatectomy for hepatocellular carcinoma (HCC). METHODS This study included 208 patients who underwent EOB-MRI before hepatectomy for HCC. The mean signal intensity of the liver (L20) and spleen (S20) was obtained from preoperative EOB-MRI, and liver-to-spleen ratio (LSR) was calculated from these values as: LSR = L20/S20. The association of LSR value with intrahepatic recurrence of HCC after curative hepatectomy was analyzed. RESULTS Intrahepatic recurrence in the remnant liver developed in 111 (53%) patients during the median follow-up period of 52.0 (range, 7.0-134.9) months after hepatectomy. Cumulative incidence of intrahepatic recurrence was significantly higher in patients with low LSR (<2.0) than in those with high LSR (≥2.0) (p < 0.001). In multivariable analysis, low LSR was identified as an independent predictor of intrahepatic recurrence (hazard ratio, 1.83; 95% confidence interval [CI], 1.23-2.72; p = 0.002), together with multiple tumors, macroscopic vascular invasion, and high-grade fibrosis of the background liver. Subgroup analysis according to the time of recurrence (within 1 year or more) revealed that low LSR was significantly associated with late recurrence (hazard ratio, 2.35; 95% CI, 1.40-3.94; p = 0.001), but not with early recurrence. CONCLUSIONS Low LSR was an independent risk factor of intrahepatic recurrence after curative hepatectomy for HCC, and was especially associated with late recurrence developing more than 1 year after curative hepatectomy.
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Affiliation(s)
- Tsuyoshi Notake
- Division of Gastroenterological, Hepato-Biliary-Pancreatic, Transplantation and Pediatric Surgery, Department of Surgery, Shinshu University School of Medicine, Matsumoto, Japan
| | - Akira Shimizu
- Division of Gastroenterological, Hepato-Biliary-Pancreatic, Transplantation and Pediatric Surgery, Department of Surgery, Shinshu University School of Medicine, Matsumoto, Japan
| | - Koji Kubota
- Division of Gastroenterological, Hepato-Biliary-Pancreatic, Transplantation and Pediatric Surgery, Department of Surgery, Shinshu University School of Medicine, Matsumoto, Japan
| | - Noriyuki Kitagawa
- Division of Gastroenterological, Hepato-Biliary-Pancreatic, Transplantation and Pediatric Surgery, Department of Surgery, Shinshu University School of Medicine, Matsumoto, Japan
| | - Shinsuke Sugenoya
- Division of Gastroenterological, Hepato-Biliary-Pancreatic, Transplantation and Pediatric Surgery, Department of Surgery, Shinshu University School of Medicine, Matsumoto, Japan
| | - Takahiro Yoshizawa
- Division of Gastroenterological, Hepato-Biliary-Pancreatic, Transplantation and Pediatric Surgery, Department of Surgery, Shinshu University School of Medicine, Matsumoto, Japan
| | - Hiroki Sakai
- Division of Gastroenterological, Hepato-Biliary-Pancreatic, Transplantation and Pediatric Surgery, Department of Surgery, Shinshu University School of Medicine, Matsumoto, Japan
| | - Hikaru Hayashi
- Division of Gastroenterological, Hepato-Biliary-Pancreatic, Transplantation and Pediatric Surgery, Department of Surgery, Shinshu University School of Medicine, Matsumoto, Japan
| | - Hidenori Tomida
- Division of Gastroenterological, Hepato-Biliary-Pancreatic, Transplantation and Pediatric Surgery, Department of Surgery, Shinshu University School of Medicine, Matsumoto, Japan
| | - Shiori Yamazaki
- Division of Gastroenterological, Hepato-Biliary-Pancreatic, Transplantation and Pediatric Surgery, Department of Surgery, Shinshu University School of Medicine, Matsumoto, Japan
| | - Shigeki Hayashi
- Division of Gastroenterological, Hepato-Biliary-Pancreatic, Transplantation and Pediatric Surgery, Department of Surgery, Shinshu University School of Medicine, Matsumoto, Japan
| | - Akira Yamada
- Department of Radiology, Shinshu University School of Medicine, Matsumoto, Japan
| | - Yasunari Fujinaga
- Department of Radiology, Shinshu University School of Medicine, Matsumoto, Japan
| | - Yuji Soejima
- Division of Gastroenterological, Hepato-Biliary-Pancreatic, Transplantation and Pediatric Surgery, Department of Surgery, Shinshu University School of Medicine, Matsumoto, Japan
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Ben Yedder N, Girot P, Koudougou C, Schnee M, Métairie S, Lim A, Soualah K, Andrault S, Salimon M, Touchefeu Y. Lack of prior screening for advanced liver fibrosis in patients with newly diagnosed hepatocellular carcinoma: Results from a prospective multicentre study. Clin Res Hepatol Gastroenterol 2025; 49:102607. [PMID: 40315983 DOI: 10.1016/j.clinre.2025.102607] [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: 01/29/2025] [Revised: 03/29/2025] [Accepted: 04/28/2025] [Indexed: 05/04/2025]
Abstract
INTRODUCTION Hepatocellular carcinoma (HCC) most commonly occurs in a cirrhotic liver. In France, a screening rate of 20 % to 35 % has been reported in clinical cohorts. In these studies, patients were generally enrolled in centers of the same category (university or general hospitals). The aim of this study was to prospectively investigate the circumstances of HCC diagnosis and the causes of HCC screening failure in a cohort of patients from a regional network. METHODS This prospective multicenter study enrolled patients with newly diagnosed HCC from October 2022 to July 2024. Investigators were from one university hospital, two private clinics, and three general hospitals. RESULTS Two hundred patients were included. Diagnosis was made by screening in 31.0 % of cases. Most patients had comorbidities that could lead to screening for liver fibrosis: current or past history of alcohol consumption (74.6 %), diabetes (51.4 %), hypertension (75.7 %), dyslipidemia (47.4 %). The FIB-4 score was ≥ 2.67 in 74.5 % of patients in the "in screening" group and 63.9 % in the "not in -screening" group. Among the 138 patient in the "not in screening" group, 115 (83.3 %), 34 (24.6), 23 (16.7 %) and 13 (9.4 %) declared they had visited a general practionner, a cardiologist, a gastroenterologist, and/or an endocrinologist within the 12 months prior to HCC diagnosis, respectively. CONCLUSION Recognition by general practitioners of patients at risk of chronic liver disease and identification of advanced fibrosis are major areas for optimization of HCC screening.
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Affiliation(s)
- Nour Ben Yedder
- Nantes Université, CHU Nantes, Institut des Maladies de l'Appareil Digestif (IMAD), Hépato-Gastroentérologie, Inserm CIC 1413, F-44000 Nantes, France
| | - Paul Girot
- Gastroenterology Department, Centre Hospitalier Départemental Vendée, La Roche-Sur-Yon, France
| | - Carelle Koudougou
- Department of Gastroenterology, Clinique Jules Verne, Nantes, France
| | - Matthieu Schnee
- Gastroenterology Department, Centre Hospitalier Départemental Vendée, La Roche-Sur-Yon, France
| | - Sylvie Métairie
- Department of Oncological, Digestive and Endocrine Surgery, University Hospital of Nantes, Nantes, France
| | - Annie Lim
- Department of Gastroenterology, Clinique Santé Atlantique, Saint Herblain, France
| | - Kouceila Soualah
- Centre Hospitalier Châteaubriant Nozay Pouancé, Châteaubriant, France
| | - Samuel Andrault
- Gastroenterology Department, Centre Hospitalier, Cholet, France
| | - Maëva Salimon
- Department of Gastroenterology, Clinique Santé Atlantique, Saint Herblain, France
| | - Yann Touchefeu
- Nantes Université, CHU Nantes, Institut des Maladies de l'Appareil Digestif (IMAD), Hépato-Gastroentérologie, Inserm CIC 1413, F-44000 Nantes, France.
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Ismaiel A, Katell E, Leucuta DC, Popa SL, Catana CS, Dumitrascu DL, Surdea-Blaga T. The Impact of Non-Invasive Scores and Hemogram-Derived Ratios in Differentiating Chronic Liver Disease from Cirrhosis. J Clin Med 2025; 14:3072. [PMID: 40364106 PMCID: PMC12072806 DOI: 10.3390/jcm14093072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2025] [Revised: 04/18/2025] [Accepted: 04/27/2025] [Indexed: 05/15/2025] Open
Abstract
Background: Chronic liver disease (CLD) is a major global health concern, contributing significantly to morbidity and mortality. Cirrhosis and liver cancer are the leading causes of liver-related deaths, with various etiological factors, such as metabolic disorders and alcohol-related and viral hepatitis, driving its global prevalence. Non-invasive biomarkers and scoring systems have emerged as key tools for assessing liver disease severity and differentiating CLD from cirrhosis. This study evaluates biomarkers and non-invasive scores and their utility in distinguishing CLD from cirrhosis. Methods: This retrospective observational study included 250 adult patients hospitalized between January 2021 and December 2023 at Cluj County Emergency Clinical Hospital, Romania. Patients were diagnosed with either cirrhosis or CLD of viral, autoimmune, or primary biliary cholangitis (PBC) etiology. Non-invasive biomarkers, scores, and various hemogram-derived ratios were evaluated. Statistical analysis involved descriptive statistics, comparative tests, and receiver operating characteristic (ROC) curve analysis. Results: Among the 250 patients, 137 had liver cirrhosis (54.8%) and 113 had CLD without cirrhosis (45.2%). Significant differences were observed in laboratory parameters, with cirrhosis patients showing lower hemoglobin, platelet count, and albumin levels alongside higher liver enzymes and INR values. Non-invasive scores such as APRI, FIB-4, and NFS demonstrated higher values in the cirrhosis group, indicating more advanced liver damage. Hemogram-derived ratios, particularly the neutrophil-to-lymphocyte ratio (NLR), were higher in cirrhosis patients. ROC analysis revealed that the Lok index had the highest discriminatory power (AUC 0.89), followed by the King score (AUC 0.864) and the Fibrosis index (AUC 0.856), which effectively distinguished cirrhosis from CLD. Conclusions: This study underscores the utility of non-invasive biomarkers and scoring systems in differentiating CLD from cirrhosis. The Lok index, King score, and Fibrosis index demonstrated excellent diagnostic accuracy, while hemogram-derived ratios, such as NLR, offer insights into systemic inflammation associated with liver disease progression. These findings support the integration of non-invasive markers into clinical practice for improved risk stratification and management of liver diseases.
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Affiliation(s)
- Abdulrahman Ismaiel
- 2nd Department of Internal Medicine, “Iuliu Hatieganu” University of Medicine and Pharmacy, 400006 Cluj-Napoca, Romania; (A.I.); (S.-L.P.); (D.L.D.); (T.S.-B.)
| | - Evrard Katell
- Faculty of Medicine, “Iuliu Hatieganu” University of Medicine and Pharmacy, 400394 Cluj-Napoca, Romania
| | - Daniel-Corneliu Leucuta
- Department of Medical Informatics and Biostatistics, “Iuliu Hatieganu” University of Medicine and Pharmacy, 400349 Cluj-Napoca, Romania;
| | - Stefan-Lucian Popa
- 2nd Department of Internal Medicine, “Iuliu Hatieganu” University of Medicine and Pharmacy, 400006 Cluj-Napoca, Romania; (A.I.); (S.-L.P.); (D.L.D.); (T.S.-B.)
| | - Cristina Sorina Catana
- Department of Medical Biochemistry, “Iuliu Haţieganu” University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania;
| | - Dan L. Dumitrascu
- 2nd Department of Internal Medicine, “Iuliu Hatieganu” University of Medicine and Pharmacy, 400006 Cluj-Napoca, Romania; (A.I.); (S.-L.P.); (D.L.D.); (T.S.-B.)
| | - Teodora Surdea-Blaga
- 2nd Department of Internal Medicine, “Iuliu Hatieganu” University of Medicine and Pharmacy, 400006 Cluj-Napoca, Romania; (A.I.); (S.-L.P.); (D.L.D.); (T.S.-B.)
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Charoenchue P, Khorana J, Tantraworasin A, Pojchamarnwiputh S, Na Chiangmai W, Amantakul A, Chitapanarux T, Inmutto N. Simple Clinical Prediction Rules for Identifying Significant Liver Fibrosis: Evaluation of Established Scores and Development of the Aspartate Aminotransferase-Thrombocytopenia-Albumin (ATA) Score. Diagnostics (Basel) 2025; 15:1119. [PMID: 40361937 PMCID: PMC12071440 DOI: 10.3390/diagnostics15091119] [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: 03/21/2025] [Revised: 04/17/2025] [Accepted: 04/21/2025] [Indexed: 05/15/2025] Open
Abstract
Background: Existing non-invasive tests (NITs) for liver fibrosis offer moderate precision and accessibility but are often limited by complexity, reducing their practicality in routine clinical use. This study aimed to evaluate the diagnostic performance of current fibrosis assessment methods and develop a novel, simplified scoring system-the Aspartate Aminotransferase (AST)-Thrombocytopenia-Albumin (ATA) score-to enhance ease of use and clinical applicability. Methods: This study examined past cases of patients with chronic liver disease (CLD) by using magnetic resonance elastography (MRE) to evaluate fibrosis stages. Serum biomarkers were collected, and common fibrosis scores were calculated. Logistic regression identified potential predictors of significant fibrosis, forming the ATA score. Diagnostic performance was assessed, and internal validation was conducted via bootstrap resampling. Results: Among 70 patients, 31.4% had significant fibrosis. Hepatitis B was the most common cause (60.0%), followed by hepatitis C (18.6%) and nonalcoholic fatty liver disease (NAFLD, 15.7%). The ATA score demonstrated an area under the receiver operating characteristic curve (AUROC) of 0.872, comparable to the AST-to-platelet ratio index (APRI; 0.858) and fibrosis-4 index (FIB-4; 0.847). The recommended cut-offs for identifying high-risk patients were ATA score ≥ 2 (specificity 95.8%, sensitivity 50.0%), APRI ≥ 0.50 (specificity 89.6%, sensitivity 68.2%), and FIB-4 ≥ 1.3 (specificity 58.3%, sensitivity 90.9%). Internal validation confirmed model robustness, with an optimism-corrected AUROC of 0.8551. Conclusions: The ATA score offers a straightforward and efficient method for detecting significant fibrosis, demonstrating comparable diagnostic capability to APRI and FIB-4, while being more user-friendly in clinical practice. A score of 0-1 indicates low risk, suitable for clinical follow-up, whereas a score of ≥2 suggests high risk, warranting further evaluation. Integrating the ATA score into clinical workflows can enhance early detection, optimize resource utilization, and improve patient care.
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Affiliation(s)
- Puwitch Charoenchue
- Department of Radiology, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand; (P.C.); (S.P.); (W.N.C.); (A.A.)
| | - Jiraporn Khorana
- Department of Surgery, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand;
- Department of Biomedical Informatics and Clinical Epidemiology, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand
- Clinical Surgical Research Center, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand
| | - Apichat Tantraworasin
- Department of Surgery, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand;
- Clinical Surgical Research Center, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand
| | - Suwalee Pojchamarnwiputh
- Department of Radiology, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand; (P.C.); (S.P.); (W.N.C.); (A.A.)
| | - Wittanee Na Chiangmai
- Department of Radiology, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand; (P.C.); (S.P.); (W.N.C.); (A.A.)
| | - Amonlaya Amantakul
- Department of Radiology, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand; (P.C.); (S.P.); (W.N.C.); (A.A.)
| | - Taned Chitapanarux
- Department of Internal Medicine, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand;
| | - Nakarin Inmutto
- Department of Radiology, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand; (P.C.); (S.P.); (W.N.C.); (A.A.)
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Zhang Y, Lu C, Xu J, Ma Q, Han M, Ying L. Novel integrative models to predict the severity of inflammation and fibrosis in patients with drug-induced liver injury. Front Med (Lausanne) 2025; 12:1571406. [PMID: 40357293 PMCID: PMC12066548 DOI: 10.3389/fmed.2025.1571406] [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: 02/05/2025] [Accepted: 04/10/2025] [Indexed: 05/15/2025] Open
Abstract
Background and aims Drug-induced liver injury (DILI) is becoming a worldwide emerging problem. However, few studies focus on the diagnostic performance of non-invasive markers in DILI. This study aims to develop novel integrative models to identify DILI-associated liver inflammation and fibrosis, and compare the predictive values with previously developed indexes. Methods A total of 72 DILI patients diagnosed as DILI through liver biopsy were enrolled in this study. Patients were divided into absent-mild (S0-S1, G0-G1) group and moderate-severe (S2-S4, G2-G4) group based on the histological severity of inflammation and fibrosis. We used the area under the receiver operating characteristics curves (AUC) to test the model performances. Backward stepwise regression, best subset and logistic regression models were employed for feature selection and model building. Prediction models were presented with nomogram and evaluated by AUC, Brier score, calibration curves and decision curve analysis (DCA). Results For diagnosing moderate-severe inflammation and fibrosis, we calculated the AUC of gamma-glutamyl transpeptidase-to-platelet ratio (GPR), aspartate aminotransferase-to-platelet ratio index (APRI), fibrosis-4 index (FIB-4) and fibrosis-5 index (FIB-5), which were 0.708 and 0.676, 0.778 and 0.667, 0.822 and 0.742, 0.831 and 0.808, respectively. Then, backward stepwise regression, best subset and logistic regression models were conducted for predicting significant liver inflammation and fibrosis. For the prediction of ≥G2 inflammation grade, the AUC was 0.856, 0.822, 0.755, and for the prediction of ≥S2 fibrosis grade, the AUC was 0.889, 0.889, 0.826. Through Brier score, calibration curves and DCA, it was further demonstrated that backward stepwise regression model was highly effective to predict both moderate-severe inflammation and fibrosis for DILI. Conclusion The backward stepwise regression model we proposed in this study is more suitable than the existing non-invasive biomarkers and can be conveniently used in the individualized diagnosis of DILI-related liver inflammation and fibrosis.
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Affiliation(s)
- Yue Zhang
- Department of Gastroenterology, The Second Hospital of Dalian Medical University, Dalian, China
| | - Chuan Lu
- Department of Cardiology, The Second Hospital of Dalian Medical University, Dalian, China
| | - Jingying Xu
- Department of Gastroenterology, The Second Hospital of Dalian Medical University, Dalian, China
| | - Qiqi Ma
- Department of Gastroenterology, The Second Hospital of Dalian Medical University, Dalian, China
| | - Mei Han
- Department of Gastroenterology, The Second Hospital of Dalian Medical University, Dalian, China
| | - Li Ying
- Department of Gastroenterology, The Second Hospital of Dalian Medical University, Dalian, China
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McCary A, Sheu YS, Chesbrough K, Jonas MC. Improved Liver Fibrosis Regression After Direct-Acting Antiviral Therapy in Hepatitis C Patients: A Comparison of Patients With and Without MASLD. Clin Ther 2025:S0149-2918(25)00087-6. [PMID: 40287335 DOI: 10.1016/j.clinthera.2025.03.011] [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: 12/18/2024] [Revised: 03/12/2025] [Accepted: 03/23/2025] [Indexed: 04/29/2025]
Abstract
PURPOSE Chronic Hepatitis C (CHC) often results in liver fibrosis. Therefore, an important benefit of CHC treatment with direct-acting antiviral (DAA) medication is liver fibrosis regression. However, it is unclear how concurrent liver steatosis affects fibrosis regression following DAA therapy. Recent guidelines have defined liver steatosis associated with metabolic syndrome as metabolic dysfunction-associated steatotic liver disease (MASLD). We sought to examine the association of MASLD with the fibrosis regression benefits of DAA treatment for CHC. METHODS We conducted an observational retrospective analysis using electronic health records of patients aged 18-65 who completed DAA therapy for CHC from 2016 through 2022. FIB-4 scores were calculated during three time periods: just prior to DAA initiation, within 6 months post-DAA completion, and within 6-12 months post-DAA completion. These scores categorized liver fibrosis as high risk (>3.25), intermediate risk (1.45-3.25), or low risk (<1.45). An ordinal logistic regression model assessed the degree of fibrosis regression across these periods in CHC patients with and without MASLD. FINDINGS We identified 845 patients with CHC who received DAA therapy, of whom 225 met MASLD criteria. Both CHC patients with and without MASLD exhibited a decrease in FIB-4 category (coefficient = -0.361, P < 0.001) within the year following DAA therapy. The reduction in FIB-4 category post-treatment was more pronounced in the MASLD group compared to the non-MASLD group, as evidenced by a significant interaction between group and time period (coefficient = -0.439, P = 0.004). IMPLICATIONS In our cohort, MASLD was associated with greater liver fibrosis regression in the year following DAA therapy for CHC. This suggests that the concurrent presence of MASLD is not associated with diminished fibrosis regression from DAA therapy. Additional research is needed to determine the exact mechanism responsible for DAA-associated fibrosis regression in patients with MASLD.
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Affiliation(s)
- Alexis McCary
- Department of Gastroenterology, Mid-Atlantic Permanente Medical Group, Upper Marlboro, Maryland; Mid-Atlantic Permanente Research Institute, Mid-Atlantic Permanente Medical Group, Washington, District of Columbia.
| | - Yi-Shin Sheu
- Mid-Atlantic Permanente Research Institute, Mid-Atlantic Permanente Medical Group, Washington, District of Columbia
| | - Karen Chesbrough
- Mid-Atlantic Permanente Research Institute, Mid-Atlantic Permanente Medical Group, Washington, District of Columbia
| | - M Cabell Jonas
- Mid-Atlantic Permanente Research Institute, Mid-Atlantic Permanente Medical Group, Washington, District of Columbia
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Chen J, Zhang B, Cheng Y, Jia Y, Zhou B. Machine Learning-Based Non-Invasive Prediction of Metabolic Dysfunction-Associated Steatohepatitis in Obese Patients: A Retrospective Study. Diagnostics (Basel) 2025; 15:1096. [PMID: 40361915 PMCID: PMC12072127 DOI: 10.3390/diagnostics15091096] [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: 03/12/2025] [Revised: 04/19/2025] [Accepted: 04/22/2025] [Indexed: 05/15/2025] Open
Abstract
Objectives: We aimed to develop and validate machine learning (ML) models that integrate clinical and laboratory data for the non-invasive prediction of metabolic dysfunction-associated steatohepatitis (MASH) in an obese population. Methods: In this retrospective study, clinical and laboratory data were collected from obese patients undergoing bariatric surgery. The cohort was divided using stratified random sampling, and optimal features were selected with SHapley Additive exPlanations (SHAP). Various ML models, including K-nearest neighbors, linear support vector machine, radial basis function support vector machine, Gaussian process, random forest, multilayer perceptron, adaptive boosting, and naïve Bayes, were developed through cross-validation and hyperparameter tuning. Diagnostic performance was assessed via the area under the curve (AUC) in both training and validation sets. Results: A total of 558 patients were analyzed, with 390 in the training set and 168 in the validation set. In the training cohort, the median age was 35 years, the median body mass index (BMI) was 39.8 kg/m2, 39.0% were male, 37.9% had diabetes mellitus, and 62.8% were diagnosed with MASH. The validation cohort had a median age of 34.1 years, a median BMI of 42.5 kg/m2, 41.7% male, 32.7% with diabetes, and 39.9% with MASH. Among the models, the random forest achieved the highest performance among the models with AUC values of 0.94 in the training set and 0.88 in the validation set. The Gaussian process model attained an AUC of 0.97 in the training cohort but 0.79 in the validation cohort, while the other models achieved AUC values ranging from 0.63 to 0.88 in the training cohort and 0.62 to 0.75 in the validation set. Conclusions: ML models, particularly the random forest, effectively predict MASH using readily available data, offering a promising non-invasive alternative to conventional serological scoring. Prospective studies and external validations are needed to further establish clinical utility.
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Affiliation(s)
- Jie Chen
- Department of Ultrasound, China-Japan Friendship Hospital, Beijing 100029, China
| | - Bo Zhang
- Department of Ultrasound, China-Japan Friendship Hospital, Beijing 100029, China
| | - Yong Cheng
- School of Information Science and Technology, Beijing University of Chemical Technology, Beijing 100029, China
| | - Yuanchen Jia
- School of Information Science and Technology, Beijing University of Chemical Technology, Beijing 100029, China
| | - Biao Zhou
- Department of General Surgery & Obesity and Metabolic Disease Center, China-Japan Friendship Hospital, Beijing 100029, China
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Shen SH, Tsai HJ, Li YH, Chen CC, Lin YC, Lee SW, Yang SS, Huang YH, Lee TY. The Triglyceride-Glucose Index as a Biomarker for Insulin Resistance Following Hepatitis C Virus Eradication: A Prospective Cohort Study. J Clin Med 2025; 14:2963. [PMID: 40363995 PMCID: PMC12072629 DOI: 10.3390/jcm14092963] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2025] [Revised: 04/15/2025] [Accepted: 04/22/2025] [Indexed: 05/15/2025] Open
Abstract
Background: The triglyceride-glucose (TyG) index has emerged as a novel surrogate marker of insulin resistance, but its changes after hepatitis C virus (HCV) eradication remain unclear. This study aimed to evaluate changes in the TyG index following direct-acting antiviral (DAA) treatment. Methods: HCV-infected patients achieving sustained virological response 12 weeks post-treatment (SVR12) were prospectively enrolled from May 2015 to June 2023. Exclusion criteria included the following: (1) failure to achieve SVR12; (2) use of anti-diabetes or anti-hyperlipidemia medications; and (3) hepatitis B virus or human immunodeficiency virus co-infection. Changes in lipid profiles, TyG index, and homeostasis model assessment of insulin resistance (HOMA-IR) were evaluated from baseline to SVR12. Insulin resistance was defined as HOMA-IR ≥ 2.5. The optimal TyG index cut-off for predicting insulin resistance was determined using the Youden Index. Results: A total of 111 patients (median age: 61.0 years; 45.9% male) were included. The TyG index correlated positively with HOMA-IR (Pearson's r = 0.32, p < 0.001). Among patients with pre-existing insulin resistance, significant improvements were observed at SVR12 in both HOMA-IR (4.0 [IQR: 3.1-5.4] vs. 2.5 [IQR: 2.0-3.9]; p < 0.001) and TyG index (8.47 [IQR: 8.08-8.68] vs. 8.36 [IQR: 8.00-8.71]; p = 0.028). Using 8.27 as the optimal TyG index cut-off, similar improvements were noted in HOMA-IR (2.8 [IQR: 2.0-4.3] vs. 2.3 [IQR: 1.5-3.8]; p = 0.031) and TyG index (8.62 [IQR: 8.46-8.83] vs. 8.52 [IQR: 8.27-8.89]; p = 0.003). Conclusions: The TyG index is a valuable tool for monitoring changes in insulin resistance after HCV eradication, particularly in patients with baseline insulin resistance.
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Grants
- MOHW111-TDU-B-221-014007, MOHW112-TDU-B-221-124007, MOHW113-TDU-B-221-134007 Ministry of Health and Welfare, Taiwan
- NSTC 112-2314-B-075A-010-MY3 National Science and Technology Council, Taiwan
- TCVGH-1123301C, TCVGH-1133301B, TCVGH-1133301C, TCVGH-1140402B, TCVGH-1140402C, VTA112-V1-3-3, VTA113-V1-1-2, VTA114-V1-1-2 Taichung Veterans General Hospital, Taiwan
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Affiliation(s)
- Shih-Hsiung Shen
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung 407219, Taiwan (Y.-C.L.)
| | - Hsin-Ju Tsai
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung 407219, Taiwan (Y.-C.L.)
- Department of Post-Baccalaureate Medicine, College of Medicine, National Chung Hsing University, Taichung 40227, Taiwan
| | - Yu-Hsuan Li
- Department of Computer Science & Information Engineering, National Taiwan University, Taipei 10617, Taiwan;
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung 407219, Taiwan
| | - Chia-Chang Chen
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung 407219, Taiwan (Y.-C.L.)
- Department of Post-Baccalaureate Medicine, College of Medicine, National Chung Hsing University, Taichung 40227, Taiwan
| | - Ying-Cheng Lin
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung 407219, Taiwan (Y.-C.L.)
- Department of Post-Baccalaureate Medicine, College of Medicine, National Chung Hsing University, Taichung 40227, Taiwan
| | - Shou-Wu Lee
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung 407219, Taiwan (Y.-C.L.)
- School of Medicine, Chung Shan Medical University, Taichung 40201, Taiwan
| | - Sheng-Shun Yang
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung 407219, Taiwan (Y.-C.L.)
- Ph.D. Program in Translational Medicine, National Chung Hsing University, Taichung 40227, Taiwan
- Institute of Biomedical Sciences, National Chung Hsing University, Taichung 40227, Taiwan
| | - Yi-Hsiang Huang
- Division of Gastroenterology and Hepatology, Department of Medicine, Taipei Veterans General Hospital, Taipei 11217, Taiwan
- Institute of Clinical Medicine, National Yang Ming Chiao Tung University, Taipei 11230, Taiwan
| | - Teng-Yu Lee
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung 407219, Taiwan (Y.-C.L.)
- School of Medicine, Chung Shan Medical University, Taichung 40201, Taiwan
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Liu M, Jiang L, Yang J, Yao Y, Puyang X, Ge X, Lu J, Zhang L, Yan Y, Shen H, Song C. Development and Validation of a Machine Learning-based Model for Prediction of Liver Fibrosis and MASH. J Clin Gastroenterol 2025:00004836-990000000-00441. [PMID: 40299904 DOI: 10.1097/mcg.0000000000002166] [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: 10/18/2024] [Accepted: 02/09/2025] [Indexed: 05/01/2025]
Abstract
BACKGROUND AND AIM The development of accurate noninvasive tests to identify individuals with metabolic dysfunction-associated steatohepatitis (MASH) and liver fibrosis is of great clinical importance. In this study, we aimed to develop 2 noninvasive diagnostic models on the basis of routine clinical and laboratory data, using machine learning, to identify patients with MASH and significant fibrosis (fibrosis stages 2 to 4), respectively. METHODS This analysis included the training (n=456) and the validation (n=105) sets of patients who underwent liver biopsy and laboratory testing for liver disease at 2 hospitals in China. Logistic regression, random forest, support vector machine, and the XGBoost algorithm were used to construct models, respectively. The best diagnostic models for MASH and significant fibrosis were compared with 7 existing noninvasive scoring systems including AAR, AST to platelet ratio index (APRI), BARD score, fibrosis-4 (FIB-4), fibrotic non-alcoholic steatohepatitis (NASH) index (FNI), homeostatic model assessment of insulin resistance (HOMA-IR), and non-alcoholic fatty liver disease fibrosis score (NFS). Performance was estimated by the area under the receiver operating characteristic curve (AUROC). RESULTS The final noninvasive diagnostic model integrated 19 indicators derived from routine clinical and laboratory tests. The XGBoost models exhibited superior performance in MASH and significant fibrosis with an improved AUROC value (MASH, 0.670, 95% CI 0.530-0.811; significant fibrosis, 0.713, 95% CI 0.611-0.815) compared with other noninvasive scoring systems in the validation set. CONCLUSIONS Utilizing machine learning can assist in diagnosing MASH and significant fibrosis based on clinical epidemiological information with good diagnostic performance.
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Affiliation(s)
| | | | | | - Yao Yao
- School of Public Health, Nanjing Medical University
| | | | | | - Jing Lu
- Department of Epidemiology
- Health Promotion Center, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | | | | | | | - Ci Song
- Department of Epidemiology
- Health Promotion Center, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
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Lee HA, Lee HW, Seo YS, Sinn DH, Ahn SH, Kim BK, Kim SU. Risk of Hepatocellular Carcinoma Decreases After Antiviral Therapy-Induced HBsAg Seroclearance. J Gastroenterol Hepatol 2025. [PMID: 40273951 DOI: 10.1111/jgh.16973] [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: 11/13/2024] [Revised: 03/30/2025] [Accepted: 04/03/2025] [Indexed: 04/26/2025]
Abstract
BACKGROUND Antiviral therapy (AVT) reduces the risk of hepatitis B virus-related hepatocellular carcinoma (HCC). AIMS The difference in risk of HCC after hepatitis B surface antigen (HBsAg) seroclearance to the AVT status was explored. METHODS Patients with chronic hepatitis B who achieved HBsAg seroclearance were retrospectively evaluated. The primary outcome was the development of HCC after HBsAg seroclearance. RESULTS Of the study population, 1280 (84.2%) and 241 (15.8%) patients achieved HBsAg seroclearance without (spontaneous clearance group) and with AVT (AVT-induced clearance group), respectively. HCC cumulative incidence was comparable between the two groups (hazard ratio [HR] = 0.461; log-rank test, p = 0.197), whereas it was significantly lower in the AVT-induced HBsAg clearance group than in the spontaneous HBsAg clearance group in inverse probability of treatment weighting analysis (HR = 0.442; log-rank test, p = 0.004). In multivariate analysis, spontaneous HBsAg clearance, albumin-bilirubin (ALBI) grade ≥ 2, cirrhosis, and platelet count < 50 × 109/L were independently associated with the increased risk of HCC. The newly established antiviral therapy, cirrhosis, ALBI, and platelet count (ACAP) scores had a C-index of 0.765, and the time-dependent areas under the curve of HCC prediction at 5 and 8 years were 0774 and 0.823, respectively. CONCLUSION The risk of HCC differed according to the AVT status after HBsAg seroclearance.
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Affiliation(s)
- Han Ah Lee
- Department of Internal Medicine, Chung-Ang University College of Medicine, Seoul, Korea
| | - Hyun Woong Lee
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
| | - Yeon Seok Seo
- Department of Internal Medicine, Korea University College of Medicine, Seoul, Korea
| | - Dong Hyun Sinn
- Department of Internal Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea
| | - Sang Hoon Ahn
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
- Yonsei Liver Center, Severance Hospital, Seoul, South Korea
| | - Beom Kyung Kim
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
- Yonsei Liver Center, Severance Hospital, Seoul, South Korea
| | - Seung Up Kim
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
- Yonsei Liver Center, Severance Hospital, Seoul, South Korea
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Jeong S. Significant Hepatic Fat Loss after Metabolic Dysfunction-associated Steatotic Liver Disease: Beware of Misclassification as Absence of Disease. J Hepatol 2025:S0168-8278(25)00250-8. [PMID: 40273991 DOI: 10.1016/j.jhep.2025.04.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2025] [Accepted: 04/13/2025] [Indexed: 04/26/2025]
Affiliation(s)
- Seogsong Jeong
- Department of Biomedical Informatics, Korea University College of Medicine, Seoul, Republic of Korea; Biomedical Research Center, Korea University Guro Hospital, Seoul, Republic of Korea.
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48
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Bansal B, Lajeunesse-Trempe F, Keshvani N, Lavie CJ, Pandey A. Impact of Metabolic Dysfunction-associated Steatotic Liver Disease on Cardiovascular Structure, Function, and the Risk of Heart Failure. Can J Cardiol 2025:S0828-282X(25)00315-0. [PMID: 40258400 DOI: 10.1016/j.cjca.2025.04.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2025] [Revised: 04/01/2025] [Accepted: 04/10/2025] [Indexed: 04/23/2025] Open
Abstract
Mounting evidence has established metabolic dysfunction-associated steatotic liver disease (MASLD) as an independent risk factor for heart failure (HF), particularly HFpEF. In this narrative review we explore the impact of MASLD on cardiovascular structure and function. We summarize findings from multiple cohort studies demonstrating that MASLD is associated with distinct patterns of adverse cardiac remodeling, including increased left ventricular concentricity and impaired diastolic function. These subclinical changes in cardiac structure and function often precede overt HF development and appear to occur in the context of multiple interconnected pathways involving metabolic dysfunction, systemic inflammation, adipose tissue dysregulation, vascular dysfunction, and altered hepatic hemodynamics. Early identification of cardiac structural and functional abnormalities through systematic screening may enable timely intervention in this high-risk population. Lifestyle modifications remain foundational, but achieving and maintaining significant weight loss is challenging. Recent clinical trials have shown promising results with cardiometabolic agents, particularly glucagon-like protein 1 receptor agonists, which demonstrate significant weight loss and hepatic and cardiovascular benefits. Despite these advances, key knowledge gaps remain regarding optimal screening strategies, mechanisms linking MASLD to HF, and targeted therapeutic approaches. Addressing these gaps will be essential for developing effective prevention and treatment strategies in this high-risk population.
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Affiliation(s)
- Bhavik Bansal
- All India Institute of Medical Sciences, New Delhi, India
| | - Fanny Lajeunesse-Trempe
- Department of Internal Medicine, Institut Universitaire de Cardiologie et de Pneumologie de Québec, Québec City, Québec, Canada
| | - Neil Keshvani
- Baylor Scott and White Research Institute, Dallas, Texas, USA; Baylor Scott & White The Heart Hospital, Plano, Texas, USA; Division of Cardiology, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Carl J Lavie
- Department of Cardiovascular Diseases and Internal Medicine, Ochsner Clinic Foundation, New Orleans, Louisiana, USA
| | - Ambarish Pandey
- Division of Cardiology, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA.
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Tadokoro T, Kawanaka M, Takahashi H, Aishima S, Zhao W, Yano R, Takuma K, Nakahara M, Oura K, Fujita K, Kobayashi K, Mimura S, Tani J, Morishita A, Haba R, Masaki T, Kobara H, Ono M. A Noninvasive Method of Diagnosing Metabolic Dysfunction-Associated Steatohepatitis Using Cytokeratin-18 Fragment and FIB-3 Index. Diagnostics (Basel) 2025; 15:1023. [PMID: 40310430 PMCID: PMC12025981 DOI: 10.3390/diagnostics15081023] [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: 02/24/2025] [Revised: 04/11/2025] [Accepted: 04/15/2025] [Indexed: 05/02/2025] Open
Abstract
Background/Objectives: We aim to determine if cytokeratin-18 fragment (CK-18F) could be used to diagnose metabolic dysfunction-associated steatohepatitis (MASH). Methods: A total of 289 patients with metabolic dysfunction-associated steatotic liver disease (MASLD) were enrolled in the analysis. To evaluate the association between CK-18F levels and the histological features of MASH, weighted receiver operating characteristic (ROC) curve analyses were performed. The diagnostic utility of CK-18F was compared with that of the Mac-2 binding protein glycan isomer (M2BPGi). Additionally, we assessed the predictive performance of combining CK-18F with either the FIB-4 index or the FIB-3 index for diagnosing MASH and investigated predictors of future progression to cirrhosis. Results: CK-18F was more useful for MASH diagnosis than M2BPGi and the FIB-4 index in the multivariate analysis, with a sensitivity of 47% and specificity of 80% at a CK-18F cutoff value of 750 U/L. Because CK-18F decreases with advanced liver fibrosis, the combination of the FIB-4 or FIB-3 index with CK-18F was examined to identify cases with cirrhosis. The combination of the CK-18F level and the FIB-3 index better predicted MASH than the combination of the CK-18F level and the FIB-4 index. The FIB-3 index was the most useful predictor of cirrhosis on imaging five years after diagnosis with F2 or less disease. Conclusions: CK-18F is useful for MASH diagnosis, and the diagnostic algorithm combining CK-18F with the FIB-3 index may be more useful than the previously reported MASH diagnostic algorithm that combined it with the FIB-4 index.
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Affiliation(s)
- Tomoko Tadokoro
- Department of Gastroenterology and Neurology, Faculty of Medicine, Kagawa University School of Medicine, Kagawa 761-0793, Japan; (R.Y.); (K.T.); (M.N.); (K.O.); (K.F.); (K.K.); (S.M.); (J.T.); (A.M.); (T.M.); (H.K.); (M.O.)
| | - Miwa Kawanaka
- Department of General Internal Medicine2, Kawasaki Medical Center, Okayama 700-8505, Japan;
| | - Hirokazu Takahashi
- Division of Metabolism and Endocrinology, Faculty of Medicine, Saga University, Saga 849-8501, Japan; (H.T.); (W.Z.)
- Liver Center, Saga University Hospital, Faculty of Medicine, Saga University, Saga 849-8501, Japan
| | - Shinichi Aishima
- Department of Scientific Pathology, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan;
| | - Wenli Zhao
- Division of Metabolism and Endocrinology, Faculty of Medicine, Saga University, Saga 849-8501, Japan; (H.T.); (W.Z.)
- Liver Center, Saga University Hospital, Faculty of Medicine, Saga University, Saga 849-8501, Japan
| | - Rie Yano
- Department of Gastroenterology and Neurology, Faculty of Medicine, Kagawa University School of Medicine, Kagawa 761-0793, Japan; (R.Y.); (K.T.); (M.N.); (K.O.); (K.F.); (K.K.); (S.M.); (J.T.); (A.M.); (T.M.); (H.K.); (M.O.)
| | - Kei Takuma
- Department of Gastroenterology and Neurology, Faculty of Medicine, Kagawa University School of Medicine, Kagawa 761-0793, Japan; (R.Y.); (K.T.); (M.N.); (K.O.); (K.F.); (K.K.); (S.M.); (J.T.); (A.M.); (T.M.); (H.K.); (M.O.)
| | - Mai Nakahara
- Department of Gastroenterology and Neurology, Faculty of Medicine, Kagawa University School of Medicine, Kagawa 761-0793, Japan; (R.Y.); (K.T.); (M.N.); (K.O.); (K.F.); (K.K.); (S.M.); (J.T.); (A.M.); (T.M.); (H.K.); (M.O.)
| | - Kyoko Oura
- Department of Gastroenterology and Neurology, Faculty of Medicine, Kagawa University School of Medicine, Kagawa 761-0793, Japan; (R.Y.); (K.T.); (M.N.); (K.O.); (K.F.); (K.K.); (S.M.); (J.T.); (A.M.); (T.M.); (H.K.); (M.O.)
| | - Koji Fujita
- Department of Gastroenterology and Neurology, Faculty of Medicine, Kagawa University School of Medicine, Kagawa 761-0793, Japan; (R.Y.); (K.T.); (M.N.); (K.O.); (K.F.); (K.K.); (S.M.); (J.T.); (A.M.); (T.M.); (H.K.); (M.O.)
| | - Kiyoyuki Kobayashi
- Department of Gastroenterology and Neurology, Faculty of Medicine, Kagawa University School of Medicine, Kagawa 761-0793, Japan; (R.Y.); (K.T.); (M.N.); (K.O.); (K.F.); (K.K.); (S.M.); (J.T.); (A.M.); (T.M.); (H.K.); (M.O.)
- Division of Innovative Medicine for Hepatobiliary and Pancreatology, Faculty of Medicine, Kagawa University School of Medicine, Kagawa 761-0793, Japan
| | - Shima Mimura
- Department of Gastroenterology and Neurology, Faculty of Medicine, Kagawa University School of Medicine, Kagawa 761-0793, Japan; (R.Y.); (K.T.); (M.N.); (K.O.); (K.F.); (K.K.); (S.M.); (J.T.); (A.M.); (T.M.); (H.K.); (M.O.)
| | - Joji Tani
- Department of Gastroenterology and Neurology, Faculty of Medicine, Kagawa University School of Medicine, Kagawa 761-0793, Japan; (R.Y.); (K.T.); (M.N.); (K.O.); (K.F.); (K.K.); (S.M.); (J.T.); (A.M.); (T.M.); (H.K.); (M.O.)
| | - Asahiro Morishita
- Department of Gastroenterology and Neurology, Faculty of Medicine, Kagawa University School of Medicine, Kagawa 761-0793, Japan; (R.Y.); (K.T.); (M.N.); (K.O.); (K.F.); (K.K.); (S.M.); (J.T.); (A.M.); (T.M.); (H.K.); (M.O.)
| | - Reiji Haba
- Department of Diagnostic Pathology, Faculty of Medicine, Kagawa University School of Medicine, Kagawa 761-0793, Japan;
| | - Tsutomu Masaki
- Department of Gastroenterology and Neurology, Faculty of Medicine, Kagawa University School of Medicine, Kagawa 761-0793, Japan; (R.Y.); (K.T.); (M.N.); (K.O.); (K.F.); (K.K.); (S.M.); (J.T.); (A.M.); (T.M.); (H.K.); (M.O.)
| | - Hideki Kobara
- Department of Gastroenterology and Neurology, Faculty of Medicine, Kagawa University School of Medicine, Kagawa 761-0793, Japan; (R.Y.); (K.T.); (M.N.); (K.O.); (K.F.); (K.K.); (S.M.); (J.T.); (A.M.); (T.M.); (H.K.); (M.O.)
| | - Masafumi Ono
- Department of Gastroenterology and Neurology, Faculty of Medicine, Kagawa University School of Medicine, Kagawa 761-0793, Japan; (R.Y.); (K.T.); (M.N.); (K.O.); (K.F.); (K.K.); (S.M.); (J.T.); (A.M.); (T.M.); (H.K.); (M.O.)
- Division of Innovative Medicine for Hepatobiliary and Pancreatology, Faculty of Medicine, Kagawa University School of Medicine, Kagawa 761-0793, Japan
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Pecani M, Andreozzi P, Cangemi R, Corica B, Miglionico M, Romiti GF, Stefanini L, Raparelli V, Basili S. Metabolic Syndrome and Liver Disease: Re-Appraisal of Screening, Diagnosis, and Treatment Through the Paradigm Shift from NAFLD to MASLD. J Clin Med 2025; 14:2750. [PMID: 40283580 PMCID: PMC12028215 DOI: 10.3390/jcm14082750] [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: 02/24/2025] [Revised: 04/11/2025] [Accepted: 04/12/2025] [Indexed: 04/29/2025] Open
Abstract
Metabolic dysfunction-associated steatotic liver disease (MASLD), previously known as non-alcoholic fatty liver disease (NAFLD), encompasses a spectrum of liver diseases characterized by hepatic steatosis, the presence of at least one cardiometabolic risk factor, and no other apparent cause. Metabolic syndrome (MetS) is a cluster of clinical conditions associated with increased risk of cardiovascular disease, type 2 diabetes, and overall morbidity and mortality. This narrative review summarizes the changes in the management of people with MetS and NAFLD/MASLD from screening to therapeutic strategies that have occurred in the last decades. Specifically, we underline the clinical importance of considering the different impacts of simple steatosis and advanced fibrosis and provide an up-to-date overview on non-invasive diagnostic tests (i.e., imaging and serum biomarkers), which now offer acceptable accuracy and are globally more accessible. Early detection of MetS and MASLD is a top priority as it allows for timely interventions, primarily through lifestyle modification. The liver and cardiovascular benefits of a global and multidimensional approach are not negligible. Therefore, a holistic approach to both conditions, MetS and related chronic liver disease, should be applied to improve overall health and longevity.
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Affiliation(s)
- Marin Pecani
- Department of Experimental Medicine, Sapienza University of Rome, 00161 Rome, Italy
| | - Paola Andreozzi
- Department of Translational and Precision Medicine, Sapienza University of Rome, 00185 Rome, Italy
| | - Roberto Cangemi
- Department of Translational and Precision Medicine, Sapienza University of Rome, 00185 Rome, Italy
| | - Bernadette Corica
- Cardiology Division, Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Polyclinic of Modena, 41121 Modena, Italy
| | - Marzia Miglionico
- Department of Experimental Medicine, Sapienza University of Rome, 00161 Rome, Italy
| | - Giulio Francesco Romiti
- Department of Translational and Precision Medicine, Sapienza University of Rome, 00185 Rome, Italy
| | - Lucia Stefanini
- Department of Translational and Precision Medicine, Sapienza University of Rome, 00185 Rome, Italy
| | - Valeria Raparelli
- Department of Translational and Precision Medicine, Sapienza University of Rome, 00185 Rome, Italy
| | - Stefania Basili
- Department of Translational and Precision Medicine, Sapienza University of Rome, 00185 Rome, Italy
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