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Kuo CC, Li CH, Chuang MH, Huang PY, Kuo HT, Lai CC. Semaglutide versus other GLP-1 receptor agonists in patients with MASLD. Hepatol Commun 2025; 9:e0747. [PMID: 40536520 DOI: 10.1097/hc9.0000000000000747] [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: 11/30/2024] [Accepted: 04/17/2025] [Indexed: 06/22/2025] Open
Abstract
OBJECTIVES Metabolic dysfunction-associated steatotic liver disease (MASLD) is the most prevalent chronic liver disease worldwide. While glucagon-like peptide-1 receptor agonists (GLP-1RAs) show promise in MASLD treatment, the comparative effectiveness of semaglutide versus other GLP-1RAs remains unclear. This study aimed to compare clinical outcomes between semaglutide and other GLP-1RAs in patients with MASLD. METHODS Using the TriNetX Research Network database, we conducted a retrospective cohort study of patients with MASLD newly prescribed GLP-1RAs between December 2017 and September 2023. The primary outcome was a composite of all-cause mortality, major adverse cardiovascular events, major adverse kidney events, and major adverse liver outcomes. Secondary outcomes included the individual components of the primary outcome. RESULTS After propensity score matching, 20,384 patients were included in each group. Compared to other GLP-1RAs, semaglutide was associated with a 14% lower risk of primary composite outcomes (31.8 vs. 36.6 events per 10,000 person-years; adjusted HR, 0.86; 95% CI: 0.80-0.93). Semaglutide users showed significantly reduced risks of all-cause mortality (aHR, 0.68; 95% CI: 0.59-0.80) and major adverse liver outcomes (aHR, 0.79; 95% CI: 0.66-0.94). Benefits were consistent across subgroups, including age, sex, obesity status, and diabetes status. Comparative analyses showed superior outcomes with semaglutide versus dulaglutide (aHR, 0.88; 95% CI: 0.81-0.96) and liraglutide (aHR, 0.83; 95% CI: 0.71-0.97). CONCLUSIONS In patients with MASLD, semaglutide use was associated with significantly better clinical outcomes compared to other GLP-1RAs, particularly in reducing mortality and major adverse liver outcome risks. These findings suggest semaglutide may be the preferred GLP-1RA choice for MASLD treatment.
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Affiliation(s)
- Chia-Chih Kuo
- Department of Internal Medicine, Chi Mei Medical Center, Tainan, Taiwan
| | - Chun-Hsien Li
- Department of Physical Medicine and Rehabilitation, Chi Mei Medical Center, Tainan, Taiwan
| | - Min-Hsiang Chuang
- Department of Internal Medicine, Chi Mei Medical Center, Tainan, Taiwan
| | - Po-Yu Huang
- Department of Internal Medicine, Chi Mei Medical Center, Tainan, Taiwan
| | - Hsing-Tao Kuo
- Department of Internal Medicine, Chi Mei Medical Center, Tainan, Taiwan
- School of Medicine, College of Medicine, National Sun Yat-sen University, Kaohsiung, Taiwan
| | - Chih-Cheng Lai
- School of Medicine, College of Medicine, National Sun Yat-sen University, Kaohsiung, Taiwan
- Department of Intensive Care Medicine, Chi Mei Medical Center, Tainan, Taiwan
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Jiang J, Liu Y, Yang H, Ma Z, Liu W, Zhao M, Peng X, Qin X, Xia Y. Dietary fiber intake, genetic predisposition of gut microbiota, and the risk of metabolic dysfunction-associated steatotic liver disease. Food Res Int 2025; 211:116497. [PMID: 40356189 DOI: 10.1016/j.foodres.2025.116497] [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: 06/17/2024] [Revised: 04/16/2025] [Accepted: 04/16/2025] [Indexed: 05/15/2025]
Abstract
This study aimed to explore the association between dietary fiber intake and the risk of metabolic dysfunction-associated steatotic liver disease (MASLD), as well as liver fat content, while considering genetic predispositions of MASLD, gut microbial abundance, and butyrate levels. This study analyzed data from 190,276 participants in the UK Biobank. Dietary fiber intake was assessed using 24-h dietary recall. MASLD cases were diagnosed through hospital admission records and death registries, and liver fat content was measured via magnetic resonance imaging. The genetic predispositions of MASLD, gut microbial abundance, and butyrate levels were evaluated using single nucleotide polymorphisms. Cox proportional hazards models were used to calculate hazard ratios (HRs) and 95 % confidence intervals (CIs). Over a median follow-up of 10.49 years, 1423 MASLD cases were recorded. Elevated dietary fiber intake was associated with a reduced risk of MASLD (HR: 0.72; 95 % CI: 0.58, 0.90) and a lower level of liver fat content (β: -0.97; 95 % CI: -1.21, -0.73) (all P for trend <0.05). Restricted cubic spline analyses further confirmed the linear inverse associations between fiber intake and the risk of MASLD. Notably, the negative associations between dietary fiber intake and both MASLD and liver fat content were consistent across different genetic predispositions of gut microbial abundance and butyrate levels. Moreover, the inverse association between dietary fiber intake and liver fat was strengthened by high genetic susceptibility of MASLD and elevated body mass index (both P for interaction <0.05). Overall, increased dietary fiber consumption was associated with a lower MASLD risk and decreased liver fat content regardless of genetic predispositions of gut microbial abundance and butyrate levels.
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Affiliation(s)
- Jinguo Jiang
- School of Public Health, Shenyang Medical College, Shenyang, China; Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, China Medical University, Shenyang, Liaoning, China.
| | - Yang Liu
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, 38# Xueyuan Road, Haidian District, Beijing 100191, China.
| | - Honghao Yang
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, China Medical University, Shenyang, Liaoning, China; Liaoning Key Laboratory of Precision Medical Research on Major Chronic Disease, Liaoning Province, Shenyang, China.
| | - Zheng Ma
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, China Medical University, Shenyang, Liaoning, China; Liaoning Key Laboratory of Precision Medical Research on Major Chronic Disease, Liaoning Province, Shenyang, China.
| | - Wenqi Liu
- School of Public Health, Shenyang Medical College, Shenyang, China; Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, China Medical University, Shenyang, Liaoning, China.
| | - Maoxiang Zhao
- Interventional Center of Valvular Heart Disease, Beijing Anzhen Hospital, Capital Medical University, Beijing 100011, China.
| | - Xinyi Peng
- Hypertension Center, Fuwai Hospital, State Key Laboratory of Cardiovascular Disease of China, National Center for Cardiovascular Diseases of China, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100037, China.
| | - Xueying Qin
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, 38# Xueyuan Road, Haidian District, Beijing 100191, China; Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, China.
| | - Yang Xia
- School of Public Health, Shenyang Medical College, Shenyang, China; Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, China Medical University, Shenyang, Liaoning, China.
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Hasjim BJ, Mohammadi M, Balbale SN, Paukner M, Banea T, Shi H, Furmanchuk A, VanWagner LB, Zhao L, Duarte-Rojo A, Doll J, Mehrotra S, Ladner DP, CAPriCORN Team. High Hospitalization Rates and Risk Factors Among Frail Patients With Cirrhosis: A 10-year Population-based Cohort Study. Clin Gastroenterol Hepatol 2025; 23:1152-1163. [PMID: 39426643 PMCID: PMC12006459 DOI: 10.1016/j.cgh.2024.08.044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2024] [Revised: 08/26/2024] [Accepted: 08/27/2024] [Indexed: 10/21/2024]
Abstract
BACKGROUND & AIMS Cirrhosis-related inpatient hospitalizations have increased dramatically over the past decade. We used a longitudinal dataset capturing a large metropolitan area in the United States from 2011 to 2021 to evaluate contemporary hospitalization rates and risk factors among frail patients with cirrhosis. METHODS We conducted a retrospective, longitudinal cohort study using the Chicago Area Patient-Centered Outcomes Research Network (CAPriCORN) database, an electronic health record repository that aggregates de-duplicated data across 7 health care systems in the Chicago metropolitan area, from 2011 to 2021. The primary outcome of our study was the rate of hospitalization encounters. Frailty was defined by the Hospital Frailty Risk Score. Hospitalization rates were reported per 100 patients per year, and a multivariable logistic regression analysis identified predictors of annual hospitalization probability. RESULTS During the study period, of 36,971 patients, 16,265 patients (44%) were hospitalized (compensated, 18.4%; decompensated, 81.6%). Hospitalization rates were highest in patients with decompensated cirrhosis, reaching nearly 77.3 hospitalizations/100 patients per year. Hospitalization rates among patients with compensated cirrhosis were also high (14.2 vs 77.3 hospitalization/100 patients per year), with odds of annual hospitalization 3 times (odds ratio, 3.1; 95% confidence interval, 2.9-3.4) as high among compensated patients with intermediate frailty and 5 times (odds ratio, 5.2; 95% confidence interval, 4.5-6.0) as high among those with severe frailty (compared with compensated patients with low frailty). CONCLUSION Compensated and decompensated cirrhosis patients with intermediate to severe frailty face a substantially increased odds of annual hospitalizations compared with those with low frailty. Future work should focus on targeted interventions to incorporate routine frailty screenings into cirrhosis care and to ultimately minimize high hospitalization rates.
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Affiliation(s)
- Bima J Hasjim
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, Illinois
| | - Mohsen Mohammadi
- Center for Engineering and Health, McCormick School of Engineering and Applied Science, Northwestern University, Chicago, Illinois; Department of Industrial Engineering and Management Sciences, McCormick School of Engineering, Northwestern University, Evanston, Illinois
| | - Salva N Balbale
- Division of Gastroenterology and Hepatology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois; Center for Health Services and Outcomes Research, Institute of Public Health and Medicine & Northwestern Quality Improvement, Research, & Education in Surgery (NQUIRES), Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois; Center of Innovation for Complex Chronic Healthcare (CINCCH), Edward Hines, Jr. VA Hospital, Hines, Illinois
| | - Mitchell Paukner
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, Illinois; Division of Biostatistics, Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Therese Banea
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, Illinois
| | - Haoyan Shi
- Center for Engineering and Health, McCormick School of Engineering and Applied Science, Northwestern University, Chicago, Illinois; Department of Mathematics, Northwestern University, Evanston, Illinois; Department of Computer Science, McCormick School of Engineering, Northwestern University, Evanston, Illinois
| | - Al'ona Furmanchuk
- Department of General Internal Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Lisa B VanWagner
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, Illinois; Division of Digestive and Liver Diseases, Department of Medicine, University of Texas Southwestern Medical Center, Dallas, Texas
| | - Lihui Zhao
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, Illinois; Division of Biostatistics, Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Andres Duarte-Rojo
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, Illinois; Division of Gastroenterology and Hepatology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Julianna Doll
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, Illinois
| | - Sanjay Mehrotra
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, Illinois; Center for Engineering and Health, McCormick School of Engineering and Applied Science, Northwestern University, Chicago, Illinois; Department of Industrial Engineering and Management Sciences, McCormick School of Engineering, Northwestern University, Evanston, Illinois
| | - Daniela P Ladner
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, Illinois; Center for Health Services and Outcomes Research, Institute of Public Health and Medicine & Northwestern Quality Improvement, Research, & Education in Surgery (NQUIRES), Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois; Division of Transplantation, Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
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Al-Moussally F, Khan S, Katukuri V, Kinaan M, Mansi IA. Association of Glucagon-Like Peptide-1 Receptor Agonist with Progression to Liver Cirrhosis and Alcohol-Related Admissions in Patients with Alcohol Use Disorder and Diabetes: A Retrospective Cohort Study. Drugs 2025; 85:813-825. [PMID: 40223043 DOI: 10.1007/s40265-025-02177-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/17/2025] [Indexed: 04/15/2025]
Abstract
AIM In recent years, use of glucagon-like peptide-1 receptor agonists (GLP-1RA) has exponentially increased due to their beneficial effects on weight loss and cardiovascular outcomes. Lately, some animal studies and observational data suggested that GLP-1RA may be useful in the treatment of alcohol use disorder (AUD). We aim to compare the risk of progression to liver cirrhosis and alcohol-related hospital admission after initiation of GLP-1RA versus dipeptidyl peptidase-4 inhibitors (DPP4i), as the active comparator, in patients with type 2 diabetes mellitus and AUD. METHODS We conducted a retrospective propensity score-matched cohort study, utilizing new-user and active comparator design. The study used data from the Veterans Health Administration during fiscal years 2006 to 2021 encompassing adults with AUD who initiated either GLP-1RA or DPP4i prescriptions. Our two co-primary outcomes were progression to cirrhosis (compensated and decompensated cirrhosis) and alcohol-related hospital admission. RESULTS The eligible cohort included 9965 GLP-1RA users and 19,688 DPP4i users. After propensity score matching, 7302 pairs were matched on 79 characteristics without residual imbalances. In the propensity score-matched cohort, progression to cirrhosis occurred in 6.6% of GLP-1RA users and 6.0% DPP4i users; odds ratio (OR): 1.1, 95% confidence interval (95% CI): 0.97-1.26. Alcohol-related hospital admission occurred in 1.4% of GLP-1RA users and in 1.7% of DPP4i users (OR: 0.85; 95% CI: 0.65-1.11). CONCLUSIONS Use of GLP-1RA in patients with AUD was not associated with beneficial effect on progression to cirrhosis or alcohol-related hospital admission.
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Affiliation(s)
- Feras Al-Moussally
- Internal Medicine Residency, University of Central Florida HCA Healthcare GME, Greater Orlando, FL, USA
- Department of Internal Medicine, University of Central Florida College of Medicine, Orlando, FL, 32827, USA
| | - Saud Khan
- Internal Medicine Residency, University of Central Florida HCA Healthcare GME, Greater Orlando, FL, USA
- Department of Internal Medicine, University of Central Florida College of Medicine, Orlando, FL, 32827, USA
| | - Vinay Katukuri
- Department of Internal Medicine, University of Central Florida College of Medicine, Orlando, FL, 32827, USA
- HCA Florida Osceola Hospital, Kissimmee, FL, USA
| | - Mustafa Kinaan
- Department of Internal Medicine, University of Central Florida College of Medicine, Orlando, FL, 32827, USA
- Endocrinology, Diabetes, and Metabolism Fellowship, University of Central Florida HCA Healthcare GME, Greater Orlando, FL, USA
| | - Ishak A Mansi
- Department of Internal Medicine, University of Central Florida College of Medicine, Orlando, FL, 32827, USA.
- Education Service, Orlando VA Healthcare System, 13800 Veterans Way, Orlando, FL, 32827, USA.
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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; 170:156306. [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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Valdez LA, Hernandez EJ, Matthews O, Mulvey M, Crandall H, Eilbeck K. Probabilistic Graphical Models for Evaluating the Utility of Data-Driven ICD Code Categories in Pediatric Sepsis. AMIA ... ANNUAL SYMPOSIUM PROCEEDINGS. AMIA SYMPOSIUM 2025; 2024:1149-1158. [PMID: 40417567 PMCID: PMC12099341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 05/27/2025]
Abstract
Electronic health records (EHRs) are information systems designed to collect and manage clinical data in order to support various clinical activities. They have emerged as valuable sources of data for outcomes research, offering vast repositories of patient information for analysis. Definitions for pediatric sepsis diagnosis are ambiguous, resulting in delayed diagnosis and treatment, highlighting the need for precise and efficient patient categorizing techniques. Nevertheless, the use of EHRs in research poses challenges. Although EHRs were originally created to document patient encounters, the medical coding was designed to satisfy billing requirements. As a result, EHR data may lack granularity, potentially leading to misclassification and incomplete representation of patient conditions. We compared data-driven ICD code categories to chart review using probabilistic graphical models (PGMs) due to their ability to handle uncertainty and incorporate prior knowledge. Overall, this paper demonstrates the potential of using PGMs to address these challenges and improve the analysis of ICD codes for sepsis outcomes research.
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Kornerup LS, Kraglund F, Askgaard G, Vilstrup H, Jepsen P. Cirrhosis epidemiology in Denmark 1998-2022, and 2030 forecast. JHEP Rep 2025; 7:101353. [PMID: 40242308 PMCID: PMC11998114 DOI: 10.1016/j.jhepr.2025.101353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Revised: 01/27/2025] [Accepted: 01/30/2025] [Indexed: 04/18/2025] Open
Abstract
Background & Aims The incidence of cirrhosis resulting from alcohol-related liver disease (ALD) is decreasing in Denmark, whereas the incidence of obesity is increasing, driving an increase in metabolic dysfunction-associated steatotic liver disease (MASLD). We aimed to perform an up-to-date study of the epidemiology of cirrhosis in Denmark, including etiologies, and a forecast through to 2030. Methods We identified all patients diagnosed with cirrhosis between 1998 and 2022, categorized into ALD and non-ALD cirrhosis, in nationwide Danish healthcare registries. Cirrhosis prevalence and incidence were computed. We used an age-period-cohort model to visualize impacts of age, calendar year, and birthyear on etiology-specific cirrhosis incidence rates (alcohol or non-alcohol, interpreted as mainly the result of MASLD), with predicted incidence rates for 2023-2030. The Kaplan-Meier function was used for survival probabilities. Results We included 30,747 (76%) patients with ALD cirrhosis and 9,548 (24%) with non-ALD cirrhosis. Patients with non-ALD cirrhosis were older and had more comorbidities compared with patients with ALD cirrhosis; median age at diagnosis was 66 vs. 59 years, increasing in both groups overall, from 56 years in 1998 to 66 years in 2022. The ALD cirrhosis proportion was stable at around 80% from 1998 to the end of 2014, and gradually declined to 58% in 2022. Overall cirrhosis prevalence will have peaked in 2024, and non-ALD cirrhosis will outnumber ALD cirrhosis from 2027. Thus, mortality among patients with cirrhosis is declining owing to fewer deaths the first year after cirrhosis diagnosis. Conclusions We forecast a change in cirrhosis epidemiology affecting hepatology practice in Denmark: patients will be older, fewer will have ALD, more will have MASLD, and their longer life expectancy and comorbidities will be more burdensome for healthcare systems. Impact and implications Alcohol-related liver (ALD) cirrhosis poses a substantial and growing burden on hospitals worldwide. Information about the current and imminent epidemiology of cirrhosis is important for our understanding of the public health, for researchers designing trials of interventions, and for planning of future assignments of healthcare systems. In the current study, we used Danish nationwide healthcare registries to study past, current, and future trends in the epidemiology of cirrhosis. Our results forecast a change in cirrhosis epidemiology and thereby a change in hepatology practice in Denmark. We expect that patients with ALD cirrhosis will be outnumbered by increasingly older patients who present in the outpatient clinic with cirrhosis from MASLD and a higher burden of comorbidities.
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Affiliation(s)
| | - Frederik Kraglund
- Department of Hepatology and Gastroenterology, Aarhus University Hospital, Aarhus, Denmark
| | - Gro Askgaard
- Department of Hepatology and Gastroenterology, Aarhus University Hospital, Aarhus, Denmark
- Section of Gastroenterology and Hepatology, Medical Department, Zealand University Hospital, Koege, Denmark
| | - Hendrik Vilstrup
- Department of Hepatology and Gastroenterology, Aarhus University Hospital, Aarhus, Denmark
| | - Peter Jepsen
- Department of Hepatology and Gastroenterology, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus, Denmark
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Chen C, Qi J, Zhang K, Meng J, Lu Y, Wang F, Zhu X. Metabolic Dysfunction-associated Steatotic Liver Disease Increases the Risk of Primary Open-Angle Glaucoma. Ophthalmol Glaucoma 2025; 8:266-274. [PMID: 39755370 DOI: 10.1016/j.ogla.2024.12.007] [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: 10/22/2024] [Revised: 12/14/2024] [Accepted: 12/20/2024] [Indexed: 01/06/2025]
Abstract
PURPOSE Liver disease is associated with a range of extrahepatic complications, which have recently been expanded to include ophthalmic conditions. However, evidence is lacking regarding its impact on primary open-angle glaucoma (POAG). This study aimed to investigate whether major liver diseases, including metabolic dysfunction-associated steatotic liver disease (MASLD), alcoholic liver disease (ALD), viral hepatitis, and liver fibrosis and cirrhosis, were associated with POAG. DESIGN A prospective study based on the UK Biobank cohort with a 2-sample Mendelian randomization (MR) analysis for inferring causality. PARTICIPANTS A total of 332 345 UK Biobank participants free of glaucoma recruited between 2006 and 2010. METHODS The exposures of interest were severe liver diseases defined as hospital admission, including MASLD, ALD, viral hepatitis, and liver fibrosis and cirrhosis. The Cox proportional hazard models were used with each liver disease treated as a time-varying exposure. The MR analysis was further conducted based on the genome-wide association studies of a histologically characterized cohort for MASLD (n = 19 264) and the International Glaucoma Genetics Consortium cohort for POAG (n = 216 257). MAIN OUTCOME MEASURES The risk of POAG estimated by hazard ratio (HR) and 95% confidence interval (CI) in observational analysis and odds ratio (OR) and 95% CI in MR analysis. RESULTS Severe MASLD was associated with a 45% increased risk of POAG (HR, 1.45; 95% CI, 1.12-1.87; P = 0.005), whereas no association was identified between ALD, viral hepatitis, or liver fibrosis and cirrhosis and incident POAG. Subgroup analysis showed that the risk of POAG in relation to MASLD was higher in individuals having more physical activity (HR, 1.53; 95% CI, 1.04-2.25 vs. HR, 1.39; 95% CI, 0.99-1.95, P for interaction = 0.033). Mendelian randomization analysis provided evidence that MASLD was causally associated with a greater risk of POAG (inverse-variance weighted model: OR, 1.035; 95% CI, 1.010-1.061; P = 0.005). CONCLUSIONS Severe MASLD was longitudinally associated with an increased risk of incident POAG, with MR analyses suggesting a potential causal link. These findings suggest that a POAG examination should be considered in the holistic management of MASLD and further underscore the impact of the liver on eye health. FINANCIAL DISCLOSURE(S) The authors have no proprietary or commercial interest in any materials discussed in this article.
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Affiliation(s)
- Chao Chen
- Eye Institute and Department of Ophthalmology, Eye & ENT Hospital, Fudan University, Shanghai, China; NHC Key Laboratory of Myopia and Related Eye Diseases; Key Laboratory of Myopia and Related Eye Diseases, Chinese Academy of Medical Sciences, Shanghai, China; Shanghai Key Laboratory of Visual Impairment and Restoration, Shanghai, China
| | - Jiao Qi
- Eye Institute and Department of Ophthalmology, Eye & ENT Hospital, Fudan University, Shanghai, China; NHC Key Laboratory of Myopia and Related Eye Diseases; Key Laboratory of Myopia and Related Eye Diseases, Chinese Academy of Medical Sciences, Shanghai, China; Shanghai Key Laboratory of Visual Impairment and Restoration, Shanghai, China
| | - Keke Zhang
- Eye Institute and Department of Ophthalmology, Eye & ENT Hospital, Fudan University, Shanghai, China; NHC Key Laboratory of Myopia and Related Eye Diseases; Key Laboratory of Myopia and Related Eye Diseases, Chinese Academy of Medical Sciences, Shanghai, China; Shanghai Key Laboratory of Visual Impairment and Restoration, Shanghai, China
| | - Jiaqi Meng
- Eye Institute and Department of Ophthalmology, Eye & ENT Hospital, Fudan University, Shanghai, China; NHC Key Laboratory of Myopia and Related Eye Diseases; Key Laboratory of Myopia and Related Eye Diseases, Chinese Academy of Medical Sciences, Shanghai, China; Shanghai Key Laboratory of Visual Impairment and Restoration, Shanghai, China
| | - Yi Lu
- Eye Institute and Department of Ophthalmology, Eye & ENT Hospital, Fudan University, Shanghai, China; NHC Key Laboratory of Myopia and Related Eye Diseases; Key Laboratory of Myopia and Related Eye Diseases, Chinese Academy of Medical Sciences, Shanghai, China; Shanghai Key Laboratory of Visual Impairment and Restoration, Shanghai, China
| | - Fei Wang
- Division of Gastroenterology, Seventh Affiliated Hospital of Sun Yat-sen University, Shenzhen, China.
| | - Xiangjia Zhu
- Eye Institute and Department of Ophthalmology, Eye & ENT Hospital, Fudan University, Shanghai, China; NHC Key Laboratory of Myopia and Related Eye Diseases; Key Laboratory of Myopia and Related Eye Diseases, Chinese Academy of Medical Sciences, Shanghai, China; Shanghai Key Laboratory of Visual Impairment and Restoration, Shanghai, China; State Key Laboratory of Medical Neurobiology, Fudan University, Shanghai, China.
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Wang Q, Chen H, Deng H, Zhang M, Hu H, Ouyang H, Ma L, Liu R, Sun J, Hu G, Wang K. Association of daily sleep duration with risk of metabolic dysfunction-associated steatotic liver disease and adverse liver outcomes. DIABETES & METABOLISM 2025; 51:101628. [PMID: 39984033 DOI: 10.1016/j.diabet.2025.101628] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/29/2024] [Revised: 02/11/2025] [Accepted: 02/12/2025] [Indexed: 02/23/2025]
Abstract
BACKGROUND Metabolic dysfunction-associated steatotic liver disease (MASLD) is the most common liver disease worldwide, leading to substantial disease burden globally. Whether sleep duration is associated with the risk of MASLD, cirrhosis, hepatocellular carcinoma (HCC), and liver-related mortality remains underexplored. METHODS A total of 489,261 middle-aged and older adults from the UK Biobank without prior liver diseases were included. The primary outcome was MASLD, with secondary outcomes, including cirrhosis, HCC, and liver-related mortality ascertained through linked hospital records and death registries. Sleep duration was self-reported at baseline survey and categorized into ≤ 5, 6, 7, 8 and ≥ 9 hours. RESULTS During a median (IQR) follow-up of 13.8 (1.5) years, 7,133 MASLD, 5,527 cirrhosis, 1,126 HCC, and 1,125 liver-related mortality cases were identified. After adjusting for potential confounders, the HRs [95% CIs] of MASLD were 1.44 [1.32;1.57], 1.17 [1.09;1.24], 1.00 (reference), 1.05 [0.99;1.11] and 1.35 [1.24;1.46] for ≤ 5, 6, 7, 8 and ≥ 9 hours of sleep duration, respectively. Similar trends were also observed for cirrhosis, HCC, and liver-related mortality. In addition, the U-shaped association between sleep duration and MASLD was more pronounced among participants without abnormal body mass index (overweight and obese), hypertension or insomnia (P for interaction <0.05). CONCLUSIONS Both short and long sleep duration are associated with an increased risk of MASLD, cirrhosis, HCC, and liver-related mortality. Maintaining a moderate sleep duration of 7 to 8 hours per day could be crucial to prevent against this escalating public health concern.
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Affiliation(s)
- Qian Wang
- Department of Epidemiology, School of Public Health, Southern Medical University, Guangzhou, Guangdong, China
| | - Huiyi Chen
- Department of Burns, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China
| | - Huiling Deng
- Department of Epidemiology, School of Public Health, Southern Medical University, Guangzhou, Guangdong, China
| | - Minyi Zhang
- Department of Epidemiology, School of Public Health, Southern Medical University, Guangzhou, Guangdong, China
| | - Haoyue Hu
- Department of Obstetrics and Gynaecology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China
| | - Haotong Ouyang
- Department of Epidemiology, School of Public Health, Southern Medical University, Guangzhou, Guangdong, China
| | - Lien Ma
- Department of Epidemiology, School of Public Health, Southern Medical University, Guangzhou, Guangdong, China
| | - Ruiyan Liu
- Department of Epidemiology, School of Public Health, Southern Medical University, Guangzhou, Guangdong, China
| | - Jian Sun
- State Key Laboratory of Organ Failure Research; Key Laboratory of Infectious Diseases Research in South China; Guangdong Provincial Key Laboratory of Viral Hepatitis Research; Department of Infectious Diseases, Ministry of Education, Guangdong Provincial Clinical Research Center for Viral Hepatitis, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Guifang Hu
- Department of Epidemiology, School of Public Health, Southern Medical University, Guangzhou, Guangdong, China.
| | - Kaifeng Wang
- State Key Laboratory of Organ Failure Research; Key Laboratory of Infectious Diseases Research in South China; Guangdong Provincial Key Laboratory of Viral Hepatitis Research; Department of Infectious Diseases, Ministry of Education, Guangdong Provincial Clinical Research Center for Viral Hepatitis, Nanfang Hospital, Southern Medical University, Guangzhou, China.
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10
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Zhang S, Yan Y, Zeng XF, Gu Y, Wu H, Zhang Q, Liu L, Huo Z, Luo X, Zhang R, Sonestedt E, Borné Y, Qi L, Huang T, Zheng MH, Chen YM, Niu K, Ma L. Associations of the EAT-Lancet reference diet with metabolic dysfunction-associated steatotic liver disease and its severity: A multicohort study. Hepatology 2025; 81:1583-1594. [PMID: 39094016 DOI: 10.1097/hep.0000000000001039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Accepted: 07/07/2024] [Indexed: 08/04/2024]
Abstract
BACKGROUND AND AIMS The EAT-Lancet Commission devised a globally sustainable dietary pattern to jointly promote human health and sustainability. However, the extent to which this diet supports metabolic dysfunction-associated steatotic liver disease (MASLD) has not yet been assessed. This study aimed to investigate the association between the EAT-Lancet diet and the risk of MASLD and its severity. APPROACH AND RESULTS This prospective multicohort study included 15,263 adults from the Tianjin Chronic Low-grade Systemic Inflammation and Health (TCLSIH) cohort, 1137 adults from the Guangzhou Nutrition and Health Study (GNHS) cohort, and 175,078 adults from the UK Biobank. In addition, 228 Chinese adults from the Prospective Epidemic Research Specifically of Non-alcoholic Steatohepatitis (PERSONS) with biopsy-proven MASLD were included. An EAT-Lancet diet index was created to reflect adherence to the EAT-Lancet reference diet. The TCLSIH cohort recorded 3010 MASLD cases during 53,575 person-years of follow-up, the GNHS cohort documented 624 MASLD cases during 6454 person-years of follow-up, and the UK Biobank developed 1350 MASLD cases during 1,745,432 person-years of follow-up. In multivariable models, participants in the highest tertiles of the EAT-Lancet diet index had a lower risk of MASLD compared with those in the lowest tertiles (TCLSIH: HR = 0.87, 95% CI: 0.78, 0.96; GNHS: HR = 0.79, 95% CI: 0.64, 0.98; UK Biobank: HR = 0.73, 95% CI: 0.63, 0.85). Moreover, liver-controlled attenuation parameter decreased with increasing the diet index in individuals with biopsy-proven MASLD (β = -5.895; 95% CI: -10.014, -1.775). CONCLUSIONS Adherence to the EAT-Lancet reference diet was inversely associated with the risk of MASLD as well as its severity.
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Affiliation(s)
- Shunming Zhang
- School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi, China
| | - Yan Yan
- Guangdong Provincial Key Laboratory of Food, Nutrition and Health, School of Public Health, Sun Yat-sen University, Guangzhou, China
| | - Xu-Fen Zeng
- Department of Nutrition, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Yeqing Gu
- Institute of Radiation Medicine, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Hongmei Wu
- School of Public Health of Tianjin, University of Traditional Chinese Medicine, Tianjin, China
- Nutritional Epidemiology Institute and School of Public Health, Tianjin Medical University, Tianjin, China
| | - Qing Zhang
- Health Management Centre, Tianjin Medical University General Hospital, Tianjin, China
| | - Li Liu
- Health Management Centre, Tianjin Medical University General Hospital, Tianjin, China
| | - Zhenyu Huo
- School of Public Health, North China University of Science and Technology, Tangshan, Hebei, China
| | - Xiaoqin Luo
- School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi, China
| | - Rui Zhang
- Department of Nutrition, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Emily Sonestedt
- Nutritional Epidemiology, Department of Clinical Sciences Malmö, Lund University, Malmö, Sweden
| | - Yan Borné
- Nutritional Epidemiology, Department of Clinical Sciences Malmö, Lund University, Malmö, Sweden
| | - Lu Qi
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, New Orleans, Louisiana, USA
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Tao Huang
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Ming-Hua Zheng
- MAFLD Research Center, Department of Hepatology, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
- Key Laboratory of Diagnosis and Treatment for the Development of Chronic Liver Disease in Zhejiang Province, Wenzhou, Zhejiang, China
| | - Yu-Ming Chen
- Guangdong Provincial Key Laboratory of Food, Nutrition and Health, School of Public Health, Sun Yat-sen University, Guangzhou, China
| | - Kaijun Niu
- School of Public Health of Tianjin, University of Traditional Chinese Medicine, Tianjin, China
- Nutritional Epidemiology Institute and School of Public Health, Tianjin Medical University, Tianjin, China
- Health Management Centre, Tianjin Medical University General Hospital, Tianjin, China
| | - Le Ma
- School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi, China
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Miao MY, Han WW, Lyu JQ, Liu ZY, Jiang W, Zhang Z, Zhu Z, Qin LQ, Chen GC. Female reproductive factors and metabolic dysfunction-associated steatotic liver disease: an integrated analysis of population cohort, liver imaging, and genetic data. Am J Obstet Gynecol 2025:S0002-9378(25)00212-1. [PMID: 40204176 DOI: 10.1016/j.ajog.2025.04.007] [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: 07/25/2024] [Revised: 03/30/2025] [Accepted: 04/01/2025] [Indexed: 04/11/2025]
Abstract
BACKGROUND Although premenopausal women are at lower risk for metabolic dysfunction-associated steatotic liver disease than men within the same age group, the sex advantage becomes minimal after menopause, suggesting a role for female hormones. OBJECTIVE This study aimed to elucidate the role of reproductive factors in the development of female metabolic dysfunction-associated steatotic liver disease, using an integrated analysis. STUDY DESIGN Up to 269,607 women without metabolic dysfunction-associated steatotic liver disease during baseline recruitment (2006-2010) of the UK Biobank were included. Among these, 21,017 women did not develop metabolic dysfunction-associated steatotic liver disease across the follow-up period (through December 2021) and had the measure of liver proton density fat fraction quantified by magnetic resonance imaging since 2014. Multivariable Cox regression models were applied to assess the prospective relationships of various reproductive factors with incident metabolic dysfunction-associated steatotic liver disease. Multiple linear regression models were used to explore the relationships of reproductive factors with liver proton density fat fraction. A 2-sample Mendelian randomization analysis was conducted to investigate causality in the relationships of certain reproductive factors with metabolic dysfunction-associated steatotic liver disease. RESULTS During a median of 12.65 years of follow-up, 3077 incident cases of metabolic dysfunction-associated steatotic liver disease were identified. Early menarche, a greater number of live births, younger age at first live birth, and oral contraceptives or hormone replacement therapy initiated at a young age were associated with an elevated risk of metabolic dysfunction-associated steatotic liver disease and higher levels of liver proton density fat fraction. Several other reproductive factors (ie, a greater number of miscarriages, surgical menopause at a young age, and prolonged use of hormone replacement therapy) were associated with incident metabolic dysfunction-associated steatotic liver disease but not with liver proton density fat fraction. In the Mendelian randomization analysis, genetically determined earlier age at menarche and younger age at first live birth were substantially associated with increased risk of metabolic dysfunction-associated steatotic liver disease. CONCLUSION Several reproductive factors were associated with the risk of and histologic features of metabolic dysfunction-associated steatotic liver disease, supporting the role of female hormones in the pathogenesis of metabolic dysfunction-associated steatotic liver disease.
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Affiliation(s)
- Meng-Yuan Miao
- Fourth Affiliated Hospital, School of Public Health, MOE Key Laboratory of Geriatric Diseases and Immunology, Medical College of Soochow University, Suzhou, China
| | - Wen-Wen Han
- Fourth Affiliated Hospital, School of Public Health, MOE Key Laboratory of Geriatric Diseases and Immunology, Medical College of Soochow University, Suzhou, China
| | - Jie-Qiong Lyu
- Fourth Affiliated Hospital, School of Public Health, MOE Key Laboratory of Geriatric Diseases and Immunology, Medical College of Soochow University, Suzhou, China
| | - Zhong-Yue Liu
- Fourth Affiliated Hospital, School of Public Health, MOE Key Laboratory of Geriatric Diseases and Immunology, Medical College of Soochow University, Suzhou, China
| | - Wei Jiang
- Department of Hepatopancreatobiliary Surgery, Ningbo Medical Centre Lihuili Hospital, Ningbo University, Ningbo, China
| | - Zheng Zhang
- Centre of Child Health Management, Children's Hospital of Soochow University, Suzhou, China
| | - Zhengbao Zhu
- Department of Epidemiology, School of Public Health, Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Medical College of Soochow University, Suzhou, China
| | - Li-Qiang Qin
- Fourth Affiliated Hospital, School of Public Health, MOE Key Laboratory of Geriatric Diseases and Immunology, Medical College of Soochow University, Suzhou, China
| | - Guo-Chong Chen
- Fourth Affiliated Hospital, School of Public Health, MOE Key Laboratory of Geriatric Diseases and Immunology, Medical College of Soochow University, Suzhou, China.
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Zhang T, Chen M, Yu Z, Ren Z, Wang L, Si Q, Lu X, Bu S, Shen S, Wang Q, Yu Y. Global, regional, and national burden of disease analysis on paralytic ileus and intestinal obstruction in adults aged 65 and over from 1990 to 2021, with projections for 2030: a Global Burden of Disease Study 2021 analysis. BMC Gastroenterol 2025; 25:299. [PMID: 40287622 PMCID: PMC12032820 DOI: 10.1186/s12876-025-03904-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/07/2025] [Accepted: 04/16/2025] [Indexed: 04/29/2025] Open
Abstract
OBJECTIVE This study aimed to evaluate the burden and trends of paralytic ileus and bowel obstruction in individuals aged ≥ 65 years, offering insights into prevention, treatment, and healthcare policy. METHODS Data from the Global Burden of Disease Study 2021 were used to analyze paralytic ileus and intestinal obstruction by demographics, year, country/region, and Socio-Demographic Index (SDI). The statistical methods included Joinpoint regression, decomposition analysis, and Bayesian Age-Period-Cohort modeling. RESULTS In 2021, the global age-standardized incidence of paralytic ileus and intestinal obstruction among the elderly was 643.45 cases per 100,000 individuals. The corresponding prevalence was 24.05 per 100,000 individuals, with disability-adjusted life years (DALYs) of 294.01 per 100,000 person-years and a mortality rate of 20.55 per 100,000 individuals. Between 1990 and 2021, the age-standardized incidence and prevalence of paralytic ileus and intestinal obstruction in the elderly gradually increased, while age-standardized DALYs and mortality consistently declined. Despite similar trends observed across both genders, the disease burden increased with age and was more pronounced in males than in females. Furthermore, the age-standardized incidence and prevalence of these conditions increased with SDI, whereas mortality and DALYs decreased. By 2030, the incidence and prevalence are expected to continue increasing, whereas mortality and DALYs are expected to decrease. CONCLUSIONS Despite the consistent decrease in mortality and DALYs associated with paralytic ileus and bowel obstruction in the elderly population aged ≥ 65 years, their incidence and prevalence continue to increase annually. This underscores the importance of improving preventive measures, early screening, and treatment efforts to address this pressing public health challenge.
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Affiliation(s)
- Tao Zhang
- Liaoning University of Traditional Chinese Medicine, Shenyang, 110000, China
| | - Meng Chen
- Third Affiliated Hospital, Liaoning University of Traditional Chinese Medicine, Shenyang, 110000, China
| | - Zhitong Yu
- Liaoning University of Traditional Chinese Medicine, Shenyang, 110000, China
| | - Zhetan Ren
- Department of General Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100000, China
| | - Ling Wang
- Liaoning University of Traditional Chinese Medicine, Shenyang, 110000, China
| | - Qi Si
- Liaoning University of Traditional Chinese Medicine, Shenyang, 110000, China
| | - Xinping Lu
- Liaoning University of Traditional Chinese Medicine, Shenyang, 110000, China
| | - Siyuan Bu
- Liaoning University of Traditional Chinese Medicine, Shenyang, 110000, China
| | - Sihong Shen
- Liaoning University of Traditional Chinese Medicine, Shenyang, 110000, China
| | - Qingyan Wang
- Liaoning University of Traditional Chinese Medicine, Shenyang, 110000, China.
| | - Yongduo Yu
- Second Affiliated Hospital, Liaoning University of Traditional Chinese Medicine, Shenyang, 110000, China.
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Vaz J, Nasr P, Helander A, Shang Y, Wester A, Strandberg R, Grip ET, Hagström H. Phosphatidylethanol levels distinguish steatotic liver disease subgroups and are associated with risk of major liver outcomes. J Hepatol 2025:S0168-8278(25)00246-6. [PMID: 40228582 DOI: 10.1016/j.jhep.2025.04.019] [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: 09/20/2024] [Revised: 04/02/2025] [Accepted: 04/06/2025] [Indexed: 04/16/2025]
Abstract
BACKGROUND & AIMS Phosphatidylethanol (PEth) is an ethanol metabolite used as a specific biomarker for recent alcohol consumption. We aimed to determine the proportion of patients with or at risk for metabolic dysfunction-associated steatotic liver disease (MASLD) who had PEth levels indicative of harmful alcohol consumption, and to assess associations between PEth levels and the risk of major adverse liver outcomes (MALOs). METHODS We conducted a cohort study involving persons tested for PEth in Stockholm, Sweden between 2012 and 2020 (N=46,406), including patients with various steatotic liver disease (SLD) subtypes and individuals without SLD. Cumulative incidences of MALOs were calculated for the different groups while accounting for competing risk. Cox regression was used to evaluate the association between baseline PEth levels and the incidence of MALOs. RESULTS Among 6,377 patients with presumed MASLD, 1,294 (20%) had baseline PEth levels between 0.05 and 0.30 μmol/L (35-210 ng/ml), indicating excessive alcohol intake (MetALD), while 854 patients (13%) had values >0.30 μmol/L, indicating alcohol-related liver disease (ALD). Patients with MASLD and PEth levels between 0.05-0.30 μmol/L had similar median FIB-4 scores and cirrhosis prevalence as those with MASLD and PEth levels <0.05 μmol/L. However, patients with PEth levels between 0.05-0.30 μmol/L had higher cumulative incidences of MALOs compared to those with PEth levels <0.05 μmol/L. Elevated PEth levels were significantly linked to higher rates of MALOs in patients without cirrhosis, even after adjustments for age, sex, SLD subtype, and FIB-4 score. Patients with ALD had the highest PEth levels and worst prognosis. CONCLUSIONS PEth is a valuable alcohol biomarker for distinguishing between SLD subtypes, especially ALD, and predicts adverse outcomes in people with and without SLD. IMPACT AND IMPLICATIONS There is controversy regarding the various proposed steatotic liver disease (SLD) subtypes, the most recent definition suggesting that patients with an elevated alcohol consumption and MASLD should be classified as having MetALD. Here, we address this challenge by classifying patients with SLD by utilizing the biomarker phosphatidylethanol (PEth), a direct and reliable biomarker for recent alcohol consumption. Our analysis of this large cohort-comprising 46,406 patients-revealed that using the objective PEth biomarker may be a valuable tool for distinguishing between MASLD and MetALD, and that PEth is strongly associated with the risk of liver outcomes in individuals with and without known SLD. Integrating PEth testing into routine diagnostic evaluations could enhance knowledge on the underlying pathophysiology in SLD, reduce the potential for misclassification, and ultimately improve patient outcomes by enabling clinicians to offer appropriate therapies. Further research is needed to validate these findings in other populations and to explore the potential integration of PEth into broader clinical guidelines for managing SLD.
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Affiliation(s)
- Juan Vaz
- Department of Medicine, Huddinge, Karolinska Institute, Stockholm, Sweden; School of Public Health and Community Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg; Department of Internal Medicine, Halland Hospital Halmstad, Halmstad, Sweden
| | - Patrik Nasr
- Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden; Wallenberg Center for Molecular Medicine, Linköping University, Linköping, Sweden
| | - Anders Helander
- Department of Laboratory Medicine, Karolinska Institute, Stockholm, Sweden; Departments of Clinical Pharmacology and Clinical Chemistry, Karolinska University Laboratory Huddinge, Stockholm, Sweden
| | - Ying Shang
- Department of Medicine, Huddinge, Karolinska Institute, Stockholm, Sweden
| | - Axel Wester
- Department of Medicine, Huddinge, Karolinska Institute, Stockholm, Sweden; Clinical pharmacology, Karolinska University Hospital, Huddinge, Stockholm, Sweden
| | - Rickard Strandberg
- Department of Medicine, Huddinge, Karolinska Institute, Stockholm, Sweden
| | | | - Hannes Hagström
- Department of Medicine, Huddinge, Karolinska Institute, Stockholm, Sweden; Unit of Hepatology, Department of Upper GI Disease, Karolinska University Hospital, Stockholm, Sweden
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14
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Moon AM, Lupu GV, Green EW, Deutsch-Link S, Henderson LM, Sanoff HK, Yanagihara TK, Kokabi N, Mauro DM, Barritt AS. Rural-Urban Disparities in Hepatocellular Carcinoma Deaths Are Driven by Hepatitis C-Related Hepatocellular Carcinoma. Am J Gastroenterol 2025:00000434-990000000-01703. [PMID: 40214295 DOI: 10.14309/ajg.0000000000003487] [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: 12/09/2024] [Accepted: 03/28/2025] [Indexed: 05/11/2025]
Abstract
INTRODUCTION Recent data suggest emerging rural-urban disparities in hepatocellular carcinoma (HCC) burden in the United States. We aimed to assess (i) trends in rural vs urban HCC-related mortality and (ii) differences in underlying chronic liver disease etiologies contributing to HCC-related deaths. METHODS We used the National Vital Statistics System to examine crude and age-adjusted HCC death rates overall and by etiology for rural and urban residents from 2005 to 2023. Using the National Cancer Institute Joinpoint Trend Analysis Software, we identified statistically significant changes in annual percentage change (APC) in HCC mortality rates. RESULTS Examining mortality rates over time, average APC in HCC deaths was significantly higher in rural residents (crude average annual percentage change [AAPC] 4.64, 95% confidence interval [CI] 4.10, 5.34; age-adjusted AAPC 3.53, 95% CI 3.09, 4.07) compared with urban residents (crude AAPC 2.72, 95% CI 2.43, 3.01; age-adjusted AAPC 1.68, 95% CI 1.28, 2.13). Differences in HCC death rate changes were driven by a significantly greater recent decline in HCC cases from hepatitis C virus (HCV) in urban residents (crude APC -6.69, 95% CI -8.85, -5.30 from 2017 to 2023) compared with rural residents (crude APC -3.31, 95% CI -8.05, 0.73 from 2016 to 2023). DISCUSSION Annual increases in HCC deaths have been more pronounced in rural compared with urban populations. Deaths from HCV-related HCC have declined with a geographical disparity that favors urban populations, possibly driven by decreased access to HCV screening or availability of highly effective direct-acting antiviral therapies for rural residents. These findings underscore the need for targeted HCV screening and treatment strategies in rural populations in addition to ongoing strategies to combat alcohol use and metabolic diseases.
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Affiliation(s)
- Andrew M Moon
- Division of Gastroenterology and Hepatology, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Gabriel V Lupu
- Division of Gastroenterology and Hepatology, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
| | - Ellen W Green
- Division of Gastroenterology and Hepatology, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
| | - Sasha Deutsch-Link
- Division of Gastroenterology and Hepatology, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
| | - Louise M Henderson
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina, USA
- Department of Radiology, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Hanna K Sanoff
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina, USA
- Department of Medicine, Division of Oncology, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
| | - Ted K Yanagihara
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina, USA
- Department of Radiation Oncology, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Nima Kokabi
- Division of Interventional Radiology, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
| | - David M Mauro
- Division of Interventional Radiology, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
| | - A Sidney Barritt
- Division of Gastroenterology and Hepatology, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
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15
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Krishnan A, Schneider CV, Mukherjee D, Woreta TA, Alqahtani SA. Adverse Liver and Renal Outcomes After Initiating SGLT-2i and GLP-1RA Therapy Among Patients With Diabetes and MASLD. J Diabetes 2025; 17:e70069. [PMID: 40289065 PMCID: PMC12034490 DOI: 10.1111/1753-0407.70069] [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: 02/03/2025] [Accepted: 02/16/2025] [Indexed: 04/29/2025] Open
Abstract
CONTEXT The management of metabolic dysfunction-associated steatotic liver disease (MASLD) and type 2 diabetes mellitus (T2DM) presents a significant clinical challenge, with a focus on preventing progression to liver and renal complications. OBJECTIVE To evaluate the liver and renal outcomes among new users of sodium-glucose cotransporter 2 inhibitors (SGLT2i) versus glucagon-like peptide-1 receptor agonists (GLP-1RA), dipeptidyl peptidase-4 inhibitors (DPP4i) and other anti-diabetic medications in patients with MASLD and T2DM. DESIGN Retrospective cohort study. SETTING Electronic health records. PARTICIPANTS A total number of 88 306 patients with MASLD and T2DM were included in a propensity score-matched analysis comparing the effects of anti-diabetic drugs. INTERVENTION Patients were categorized into groups based on their initiation of anti-diabetic medications. MAIN OUTCOME MEASURES The primary outcomes were the incidence of cirrhosis, hepatic decompensations, and hepatocellular carcinoma. Secondary outcomes were a progression of chronic kidney disease (CKD), severity of CKD stages, and the need for hemodialysis. RESULTS In the SGLT2i versus DPP4i, a reduced risk of cirrhosis was observed in the SGLT2i (HR: 0.97), along with fewer hepatic decompensations (HR: 0.84) and a lower incidence of HCC (HR: 0.50). CKD progression, particularly to stages 4-5, was significantly lower in the SGLT2i (HR: 0.53), as was hemodialysis (HR: 0.38). However, SGLT2i exhibited a slightly lower risk of CKD progression (HR: 0.77) and a reduced need for hemodialysis (HR: 0.71) compared to the GLP-1RA, while there was no difference in hepatic outcomes between the GLP-1RA and SGLT2i. CONCLUSIONS SGLT2 inhibitors in patients with MASLD and T2DM demonstrated reduced risks of liver complications and a favorable impact on renal outcomes. These findings support the preferential consideration of SGLT2i in managing this patient population, particularly for mitigating the progression of liver and kidney diseases.
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Affiliation(s)
- Arunkumar Krishnan
- Department of MedicineWake Forest University School of MedicineWinston SalemNorth CarolinaUSA
- Department of Supportive OncologyAtrium Health Levine CancerCharlotteNorth CarolinaUSA
| | - Carolin V. Schneider
- Department of Medicine III, Gastroenterology, Metabolic Diseases, and Intensive CareUniversity Hospital RWTH AachenAachenGermany
| | - Diptasree Mukherjee
- Department of MedicineApex Institute of Medical ScienceKolkataWest BengalIndia
| | - Tinsay A. Woreta
- Division of Gastroenterology and HepatologyJohns Hopkins University School of MedicineBaltimoreMarylandUSA
| | - Saleh A. Alqahtani
- Organ Transplant Center of ExcellenceKing Faisal Specialist Hospital and Research CenterRiyadhSaudi Arabia
- Division of Gastroenterology and HepatologyWeill Cornell MedicineNew YorkNew YorkUSA
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Wilechansky RM, Challa PK, Han X, Hua X, Manning AK, Corey KE, Chung RT, Zheng W, Chan AT, Simon TG. Prediagnostic Plasma Metabolites Are Associated with Incident Hepatocellular Carcinoma: A Prospective Analysis. Cancer Prev Res (Phila) 2025; 18:179-188. [PMID: 39916630 PMCID: PMC11985065 DOI: 10.1158/1940-6207.capr-24-0440] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2024] [Revised: 12/30/2024] [Accepted: 02/05/2025] [Indexed: 04/02/2025]
Abstract
Despite increasing incidence of hepatocellular carcinoma (HCC) in vulnerable populations, accurate early detection tools are lacking. We aimed to investigate the associations between prediagnostic plasma metabolites and incident HCC in a diverse population. In a prospective, nested case-control study within the Southern Community Cohort Study, we conducted prediagnostic LC/MS metabolomic profiling in 150 incident HCC cases (median time to diagnosis, 7.9 years) and 100 controls with cirrhosis. Logistic regression assessed metabolite associations with HCC risk. Metabolite set enrichment analysis identified enriched pathways, and a random forest classifier was used for risk classification models. Candidate metabolites were validated in the UK Biobank (N = 12 incident HCC cases and 24 cirrhosis controls). In logistic regression analysis, seven metabolites were associated with incident HCC (MeffP < 0.0004), including N-acetylmethionine (OR = 0.46; 95% confidence interval, 0.31-0.66). Multiple pathways were enriched in HCC, including histidine and CoA metabolism (FDR P < 0.001). The random forest classifier identified 10 metabolites for inclusion in HCC risk classification models, which improved HCC risk classification compared with clinical covariates alone (AUC = 0.66 for covariates vs. 0.88 for 10 metabolites plus covariates; P < 0.0001). Findings were consistent in the UK Biobank (AUC = 0.72 for covariates vs. 0.88 for four analogous metabolites plus covariates; P = 0.04), assessed via nuclear magnetic resonance spectroscopy. Prediagnostic metabolites, primarily amino acid and sphingolipid derivatives, are associated with HCC risk and improve HCC risk classification beyond clinical covariates. These metabolite profiles, detectable years before diagnosis, could serve as early biomarkers for HCC detection and risk stratification if validated in larger studies. Prevention Relevance: Our findings support the need for larger prospective studies examining the role of prediagnostic plasma metabolomics for the preventive management of HCC in diverse patients across multiple etiologies of liver disease. This approach could improve HCC care by identifying metabolic changes years before diagnosis, potentially enhancing screening and early detection practices.
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Affiliation(s)
- Robert M. Wilechansky
- Division of Gastroenterology and Hepatology, Oregon Health & Science University, Portland, OR, USA
| | - Prasanna K. Challa
- Division of Gastroenterology, Massachusetts General Hospital, Boston, MA, USA
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital, Boston, MA, USA
| | - Xijing Han
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Xinwei Hua
- Department of Cardiology, Peking University Third Hospital, Beijing, China
| | - Alisa K. Manning
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA USA
- Center for Genomic Medicine, Massachusetts General Hospital, Harvard Medical School Boston, MA, USA
- Broad Metabolism Program, Broad Institute, Cambridge, MA, USA
| | - Kathleen E. Corey
- Division of Gastroenterology, Massachusetts General Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA USA
- Liver Center, Massachusetts General Hospital, Boston, MA, USA
| | - Raymond T. Chung
- Division of Gastroenterology, Massachusetts General Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA USA
- Liver Center, Massachusetts General Hospital, Boston, MA, USA
| | - Wei Zheng
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Andrew T. Chan
- Division of Gastroenterology, Massachusetts General Hospital, Boston, MA, USA
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA USA
| | - Tracey G. Simon
- Division of Gastroenterology, Massachusetts General Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA USA
- Liver Center, Massachusetts General Hospital, Boston, MA, USA
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Chen VL, Kuppa A, Oliveri A, Chen Y, Ponnandy P, Patel PB, Palmer ND, Speliotes EK. Human genetics of metabolic dysfunction-associated steatotic liver disease: from variants to cause to precision treatment. J Clin Invest 2025; 135:e186424. [PMID: 40166930 PMCID: PMC11957700 DOI: 10.1172/jci186424] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/02/2025] Open
Abstract
Metabolic dysfunction-associated steatotic liver disease (MASLD) is characterized by increased hepatic steatosis with cardiometabolic disease and is a leading cause of advanced liver disease. We review here the genetic basis of MASLD. The genetic variants most consistently associated with hepatic steatosis implicate genes involved in lipoprotein input or output, glucose metabolism, adiposity/fat distribution, insulin resistance, or mitochondrial/ER biology. The distinct mechanisms by which these variants promote hepatic steatosis result in distinct effects on cardiometabolic disease that may be best suited to precision medicine. Recent work on gene-environment interactions has shown that genetic risk is not fixed and may be exacerbated or attenuated by modifiable (diet, exercise, alcohol intake) and nonmodifiable environmental risk factors. Some steatosis-associated variants, notably those in patatin-like phospholipase domain-containing 3 (PNPLA3) and transmembrane 6 superfamily member 2 (TM6SF2), are associated with risk of developing adverse liver-related outcomes and provide information beyond clinical risk stratification tools, especially in individuals at intermediate to high risk for disease. Future work to better characterize disease heterogeneity by combining genetics with clinical risk factors to holistically predict risk and develop therapies based on genetic risk is required.
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Affiliation(s)
- Vincent L. Chen
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Annapurna Kuppa
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Antonino Oliveri
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Yanhua Chen
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Prabhu Ponnandy
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Puja B. Patel
- Department of Biochemistry, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
| | - Nicholette D. Palmer
- Department of Biochemistry, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
| | - Elizabeth K. Speliotes
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan, USA
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18
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Ma X, Ding L, Li S, Fan Y, Wang X, Han Y, Yuan H, Sun L, He Q, Liu M. Druggable genome-wide Mendelian randomization identifies therapeutic targets for metabolic dysfunction-associated steatotic liver disease. Lipids Health Dis 2025; 24:113. [PMID: 40140823 PMCID: PMC11938603 DOI: 10.1186/s12944-025-02515-8] [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: 11/06/2024] [Accepted: 03/06/2025] [Indexed: 03/28/2025] Open
Abstract
BACKGROUND Metabolic dysfunction-associated steatotic liver disease (MASLD) affects > 25% of the global population, potentially leading to severe hepatic and extrahepatic complications, including metabolic dysfunction-associated steatohepatitis. Given that the pathophysiology of MASLD is incompletely understood, identifying therapeutic targets and optimizing treatment strategies are crucial for addressing this severe condition. METHODS Mendelian randomization (MR) analysis was conducted using two genome-wide association study datasets: a European meta-analysis (8,434 cases; 770,180 controls) and an additional study (3,954 cases; 355,942 controls), identifying therapeutic targets for MASLD. Of 4302 drug-target genes, 2,664 genetic instrument variables were derived from cis-expression quantitative trait loci (cis-eQTLs). Colocalization analyses assessed shared causal variants between MASLD-associated single nucleotide polymorphisms and eQTLs. Using the drug target gene cis-eQTL of liver tissue from the genotype-tissue expression project, we performed MR and summary MR to validate the significance of the gene results of the blood eQTL MR. RNA-sequencing data from liver biopsies were validated using immunohistochemistry and quantitative polymerase chain reaction (qPCR) tests to confirm gene expression findings. RESULT MR analysis across both datasets identified significant MR associations between MASLD and two drug targets-milk fat globule-EGF factor 8 (MFGE8) (odds ratio [OR] 0.89, 95% confidence interval [CI] 0.85-0.94; P = 2.15 × 10-6) and cluster of differentiation 33 (CD33) (OR 1.17, 95% CI 1.10-1.25; P = 1.39 × 10-6). Both targets exhibited strong colocalization with MASLD. Genetic manipulation indicating MFGE8 activation and CD33 inhibition did not increase the risk for other metabolic disorders. RNA-sequencing, qPCR, and immunohistochemistry validation demonstrated consistent differential expressions of MFGE8 and CD33 in MASLD. CONCLUSION CD33 inhibition can reduce MASLD risk, while MFGE8 activation may offer therapeutic benefits for MASLD treatment.
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Affiliation(s)
- Xiaohui Ma
- Department of Endocrinology and Metabolism, Tianjin Medical University General Hospital, 154 Anshan Road, Heping District, Tianjin, 300052, China
- Department of Endocrinology and Metabolism, Baotou Central Hospital, Baotou, China
| | - Li Ding
- Department of Endocrinology and Metabolism, Tianjin Medical University General Hospital, 154 Anshan Road, Heping District, Tianjin, 300052, China
| | - Shuo Li
- Department of Endocrinology and Metabolism, Tianjin Medical University General Hospital, 154 Anshan Road, Heping District, Tianjin, 300052, China
| | - Yu Fan
- Department of Endocrinology and Metabolism, Tianjin Medical University General Hospital, 154 Anshan Road, Heping District, Tianjin, 300052, China
| | - Xin Wang
- Department of Endocrinology and Metabolism, Tianjin Medical University General Hospital, 154 Anshan Road, Heping District, Tianjin, 300052, China
| | - Yitong Han
- Department of General Surgery, Tianjin Medical University General Hospital, 154 Anshan Road, Heping District, Tianjin, 300052, China
| | - Hengjie Yuan
- Department of Pharmacy, Tianjin Medical University General Hospital, 154 Anshan Road, Heping District, Tianjin, 300052, China.
| | - Longhao Sun
- Department of General Surgery, Tianjin Medical University General Hospital, 154 Anshan Road, Heping District, Tianjin, 300052, China.
| | - Qing He
- Department of Endocrinology and Metabolism, Tianjin Medical University General Hospital, 154 Anshan Road, Heping District, Tianjin, 300052, China.
| | - Ming Liu
- Department of Endocrinology and Metabolism, Tianjin Medical University General Hospital, 154 Anshan Road, Heping District, Tianjin, 300052, China
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Issa G, Shang Y, Strandberg R, Hagström H, Wester A. Cause-specific mortality in 13,099 patients with metabolic dysfunction-associated steatotic liver disease in Sweden. J Hepatol 2025:S0168-8278(25)00156-4. [PMID: 40139508 DOI: 10.1016/j.jhep.2025.03.001] [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: 08/08/2024] [Revised: 02/08/2025] [Accepted: 03/02/2025] [Indexed: 03/29/2025]
Abstract
BACKGROUND & AIMS Data on cause-specific mortality in metabolic dysfunction-associated steatotic liver disease (MASLD) are limited. We aimed to determine the rate and risk of death from different causes in patients with MASLD compared to the general population in Sweden. METHODS In this population-based cohort study, we identified individuals with an ICD-10 code for MASLD in inpatient or specialized outpatient care using Swedish healthcare registers from 2002-2020 (n = 13,099) and matched them with up to 10 controls (median 9) from the general population for age, sex, municipality, and calendar year (n = 118,884). We used Cox regression to estimate adjusted hazard ratios (HRs) and 95% CIs for 11 different primary causes of death. 15-year cumulative incidences of death were calculated while accounting for competing risks. RESULTS In total, 1,628 (12.4%) deaths occurred in patients with MASLD and 9,119 (7.7%) in controls during a median follow-up of 4.7 (IQR 2.0-9.2) and 5.8 years (IQR 2.7-10.5), respectively. MASLD was associated with higher all-cause mortality (HR 1.85, 95% CI 1.74-1.96) and higher rates of all specific causes of death except mental health disorder. The strongest associations were observed for non-hepatocellular carcinoma (HCC) liver-related (HR 26.9, 95% CI 19.4-37.3) and HCC-related (HR 35.0, 95% CI 17.0-72.1) mortality. However, the highest estimated 15-year cumulative incidences of death in patients with MASLD were for non-HCC cancer (7.3%) and cardiovascular disease (7.2%). CONCLUSIONS MASLD was strongly associated with liver- and HCC-related mortality, but the absolute risks of death were highest for non-HCC cancer and cardiovascular disease. Mortality was increased for nearly all causes in patients with MASLD, suggesting that earlier multidisciplinary care is needed to reduce excess mortality. IMPACT AND IMPLICATIONS Previous studies on mortality in patients with metabolic dysfunction-associated steatotic liver disease (MASLD) were either small, restricted to liver-related mortality, relied on liver biopsy to identify patients (thus inducing selection bias), or mainly used data from old cohorts. In a nationwide cohort study of all patients diagnosed with MASLD in inpatient or specialized outpatient care in Sweden between 2002 and 2020, we found a nearly doubled all-cause mortality rate and higher mortality than the general population from a wide range of causes, indicating that earlier multidisciplinary care may be needed to reduce premature mortality in patients with MASLD. The absolute risk estimates of death in our study may be useful for clinicians and policymakers to inform patients about their prognosis and potentially implement clinical or public health strategies to reduce premature mortality.
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Affiliation(s)
- Gabriel Issa
- Department of Medicine, Huddinge, Karolinska Institutet, Stockholm, Sweden
| | - Ying Shang
- Department of Medicine, Huddinge, Karolinska Institutet, Stockholm, Sweden
| | - Rickard Strandberg
- Department of Medicine, Huddinge, Karolinska Institutet, Stockholm, Sweden
| | - Hannes Hagström
- Department of Medicine, Huddinge, Karolinska Institutet, Stockholm, Sweden; Division of Hepatology, Department of Upper GI, Karolinska University Hospital, Stockholm, Sweden
| | - Axel Wester
- Department of Medicine, Huddinge, Karolinska Institutet, Stockholm, Sweden.
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Chen R, Petrazzini BO, Duffy Á, Rocheleau G, Jordan D, Bansal M, Do R. Trans-ancestral rare variant association study with machine learning-based phenotyping for metabolic dysfunction-associated steatotic liver disease. Genome Biol 2025; 26:50. [PMID: 40065360 PMCID: PMC11892324 DOI: 10.1186/s13059-025-03518-5] [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: 07/08/2024] [Accepted: 02/26/2025] [Indexed: 03/14/2025] Open
Abstract
BACKGROUND Genome-wide association studies (GWAS) have identified common variants associated with metabolic dysfunction-associated steatotic liver disease (MASLD). However, rare coding variant studies have been limited by phenotyping challenges and small sample sizes. We test associations of rare and ultra-rare coding variants with proton density fat fraction (PDFF) and MASLD case-control status in 736,010 participants of diverse ancestries from the UK Biobank, All of Us, and BioMe and performed a trans-ancestral meta-analysis. We then developed models to accurately predict PDFF and MASLD status in the UK Biobank and tested associations with these predicted phenotypes to increase statistical power. RESULTS The trans-ancestral meta-analysis with PDFF and MASLD case-control status identifies two single variants and two gene-level associations in APOB, CDH5, MYCBP2, and XAB2. Association testing with predicted phenotypes, which replicates more known genetic variants from GWAS than true phenotypes, identifies 16 single variants and 11 gene-level associations implicating 23 additional genes. Two variants were polymorphic only among African ancestry participants and several associations showed significant heterogeneity in ancestry and sex-stratified analyses. In total, we identified 27 genes, of which 3 are monogenic causes of steatosis (APOB, G6PC1, PPARG), 4 were previously associated with MASLD (APOB, APOC3, INSR, PPARG), and 23 had supporting clinical, experimental, and/or genetic evidence. CONCLUSIONS Our results suggest that trans-ancestral association analyses can identify ancestry-specific rare and ultra-rare coding variants in MASLD pathogenesis. Furthermore, we demonstrate the utility of machine learning in genetic investigations of difficult-to-phenotype diseases in trans-ancestral biobanks.
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Affiliation(s)
- Robert Chen
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Medical Scientist Training Program, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Ben Omega Petrazzini
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Center for Genomic Data Analytics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Áine Duffy
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Center for Genomic Data Analytics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Ghislain Rocheleau
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Center for Genomic Data Analytics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Daniel Jordan
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Center for Genomic Data Analytics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Meena Bansal
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Division of Liver Diseases, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Ron Do
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Center for Genomic Data Analytics, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
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21
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Zhong Q, Zhou R, Huang YN, Huang RD, Li FR, Chen HW, Wei YF, Liu K, Cao BF, Liao KY, Xu ZY, Wang SA, Wu XB. Frailty and risk of metabolic dysfunction-associated steatotic liver disease and other chronic liver diseases. J Hepatol 2025; 82:427-437. [PMID: 39218228 DOI: 10.1016/j.jhep.2024.08.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Revised: 07/22/2024] [Accepted: 08/15/2024] [Indexed: 09/04/2024]
Abstract
BACKGROUND & AIMS Frailty is associated with multiple morbidities. However, its effect on chronic liver diseases remains largely unexplored. This study evaluated the association of frailty with the risk of incident metabolic dysfunction-associated steatotic liver disease (MASLD), cirrhosis, liver cancer, and liver-related mortality. METHODS A total of 339,298 participants without prior liver diseases from the UK Biobank were included. Baseline frailty was assessed by physical frailty and the frailty index, categorizing participants as non-frail, prefrail, or frail. The primary outcome was MASLD, with secondary outcomes, including cirrhosis, liver cancer, and liver-related mortality, confirmed through hospital admission records and death registries. RESULTS During a median follow-up of 11.6 years, 4,667 MASLD, 1,636 cirrhosis, 257 liver cancer, and 646 liver-related mortality cases were identified. After multivariable adjustment, the risk of MASLD was found to be higher in participants with prefrailty (physical frailty: hazard ratio [HR] 1.66, 95% CI 1.40-1.97; frailty index: HR 2.01, 95% CI 1.67-2.42) and frailty (physical frailty: HR 3.32, 95% CI 2.54-4.34; frailty index: HR 4.54, 95% CI 3.65-5.66) than in those with non-frailty. Similar results were also observed for cirrhosis, liver cancer, and liver-related mortality. Additionally, the frail groups had a higher risk of MASLD, which was defined as MRI-derived liver proton density fat fraction >5%, than the non-frail group (physical frailty: odds ratio 1.64, 95% CI 1.32-2.04; frailty index: odds ratio 1.48, 95% CI 1.30-1.68). CONCLUSIONS Frailty was associated with an increased risk of chronic liver diseases. Public health strategies should target reducing chronic liver disease risk in frail individuals. IMPACT AND IMPLICATIONS While frailty is common and associated with a poor prognosis in people with MASLD (metabolic dysfunction-associated steatotic liver disease) and advanced chronic liver diseases, its impact on the subsequent risk of these outcomes remains largely unexplored. Our study showed that frailty was associated with increased risks of MASLD, cirrhosis, liver cancer, and liver-related mortality. This finding suggests that assessing frailty may help identify a high-risk population vulnerable to developing chronic liver diseases. Implementing strategies that target frailty could have major public health benefits for liver-related disease prevention.
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Affiliation(s)
- Qi Zhong
- Department of Epidemiology, School of Public Health (Guangdong Provincial Key Laboratory of Tropical Disease Research), Southern Medical University, Guangzhou, China
| | - Rui Zhou
- Department of Epidemiology, School of Public Health (Guangdong Provincial Key Laboratory of Tropical Disease Research), Southern Medical University, Guangzhou, China
| | - Yi-Ning Huang
- Department of Epidemiology, School of Public Health (Guangdong Provincial Key Laboratory of Tropical Disease Research), Southern Medical University, Guangzhou, China
| | - Rui-Dian Huang
- Public Health Division, Hospital of Zhongluotan Town, Baiyun District, Guangzhou, China
| | - Fu-Rong Li
- Shenzhen Eye Hospital, Jinan University, Shenzhen Eye Institute, Shenzhen, China; School of Public Health and Emergency Management, Southern University of Science and Technology, Shenzhen, China
| | - Hao-Wen Chen
- Department of Epidemiology, School of Public Health (Guangdong Provincial Key Laboratory of Tropical Disease Research), Southern Medical University, Guangzhou, China
| | - Yan-Fei Wei
- Department of Epidemiology, School of Public Health (Guangdong Provincial Key Laboratory of Tropical Disease Research), Southern Medical University, Guangzhou, China
| | - Kuan Liu
- Department of Epidemiology, School of Public Health (Guangdong Provincial Key Laboratory of Tropical Disease Research), Southern Medical University, Guangzhou, China
| | - Bi-Fei Cao
- Department of Epidemiology, School of Public Health (Guangdong Provincial Key Laboratory of Tropical Disease Research), Southern Medical University, Guangzhou, China
| | - Kai-Yue Liao
- Department of Epidemiology, School of Public Health (Guangdong Provincial Key Laboratory of Tropical Disease Research), Southern Medical University, Guangzhou, China
| | - Zheng-Yun Xu
- Department of Epidemiology, School of Public Health (Guangdong Provincial Key Laboratory of Tropical Disease Research), Southern Medical University, Guangzhou, China
| | - Shi-Ao Wang
- Department of Epidemiology, School of Public Health (Guangdong Provincial Key Laboratory of Tropical Disease Research), Southern Medical University, Guangzhou, China
| | - Xian-Bo Wu
- Department of Epidemiology, School of Public Health (Guangdong Provincial Key Laboratory of Tropical Disease Research), Southern Medical University, Guangzhou, China.
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22
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Mohammadi M, Hasjim BJ, Balbale SN, Polineni P, Huang AA, Paukner M, Banea T, Dentici O, Vitello DJ, Obayemi JE, Duarte-Rojo A, Nadig SN, VanWagner LB, Zhao L, Mehrotra S, Ladner DP. Disease trajectory and competing risks of patients with cirrhosis in the US. PLoS One 2025; 20:e0313152. [PMID: 39951428 PMCID: PMC11828360 DOI: 10.1371/journal.pone.0313152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2024] [Accepted: 10/19/2024] [Indexed: 02/16/2025] Open
Abstract
BACKGROUND Cirrhosis is a dynamic disease process leading to liver-related death, which has increased by over 65% over the last decade. Unpredictable hepatic decompensation complications are a major source of morbidity and mortality. Thus, accurately characterizing disease progression through discrete stages of cirrhosis is critical towards implementing timely intervention and liver transplant (LT) waitlisting. METHODS A retrospective, longitudinal, population-cohort study of adult patients with cirrhosis from a US metropolitan area (2006-2012) was conducted. Clinical diagnoses were defined by ICD-9 and CPT codes. Cirrhosis stages were defined as: compensated without portal hypertension (Stage 1), compensated with portal hypertension (Stage 2), variceal bleeding (Stage 3), hepatic encephalopathy (Stage 4a), ascites (Stage 4b), and ≥2 different decompensating complications (Stage 5). Multivariate Fine-Gray competing risk survival analysis adjusted for clinicodemographic covariates. RESULTS Among 12,196 patients with cirrhosis, the mean (±SD) age was 56.8 (±11.7) years with a follow-up time of 2.35 (±1.81) years. A novel 5-stage disease progression framework was used. The 1-year mortality rates for each stage were 7.3% for Stage 1, 5.4% for Stage 2, 11.4% for Stage 3, 10.0% for Stage 4a, 20.2% for Stage 4b, and 43.8% for Stage 5. Compared to those in Stage 1, Stage 3 (sHR:1.83, 95% CI:1.36-2.48, P<0.001), Stage 4b (sHR:1.45, 95% CI:1.23-1.70, P<0.001), and Stage 5 (sHR:1.95, 95% CI:1.71-2.23, P<0.001) patients had higher risks of mortality. Additional disease progression rates were identified. CONCLUSION Even among patients with compensated cirrhosis, the 1-year mortality rate was as high as 7.3% and subsequently increases with each decompensation complication. This one-year mortality rate is higher than 5-years mortality rate reported in previously known non-US studies. The highest associated risk of death was observed among patients with ≥2 different decompensating complications (95.2%), variceal bleeding (83.2%) and ascites (44.9%). Overall, patients in advanced stages of cirrhosis were more likely to die than they were to receive a LT, suggesting that patients should be referred and waitlisted for LT earlier in the disease process.
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Affiliation(s)
- Mohsen Mohammadi
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, IL, United States of America
- Department of Industrial Engineering and Management Sciences, McCormick School of Engineering, Northwestern University, Evanston, IL, United States of America
| | - Bima J. Hasjim
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, IL, United States of America
| | - Salva N. Balbale
- Division of Gastroenterology and Hepatology, Department of Medicine, Northwestern University, Chicago, IL, United States of America
- Department of Surgery, Center for Health Services and Outcomes Research, Institute of Public Health and Medicine & Northwestern Quality Improvement, Research, & Education in Surgery (NQUIRES), Northwestern University Feinberg School of Medicine, Chicago, IL, United States of America
- Center of Innovation for Complex Chronic Healthcare (CINCCH), Edward Hines, Jr. VA Hospital, Hines, IL, United States of America
| | - Praneet Polineni
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, IL, United States of America
| | - Alexander A. Huang
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, IL, United States of America
| | - Mitchell Paukner
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, IL, United States of America
- Division of Biostatistics, Department of Preventative Medicine, Northwestern University, Chicago, IL, United States of America
| | - Therese Banea
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, IL, United States of America
| | - Oriana Dentici
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, IL, United States of America
| | - Dominic J. Vitello
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, IL, United States of America
| | - Joy E. Obayemi
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, IL, United States of America
| | - Andrés Duarte-Rojo
- Division of Gastroenterology and Hepatology, Department of Medicine, Northwestern University, Chicago, IL, United States of America
| | - Satish N. Nadig
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, IL, United States of America
- Division of Organ Transplantation, Department of Surgery, Northwestern University, Chicago, IL, United States of America
| | - Lisa B. VanWagner
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, IL, United States of America
- Division of Digestive and Liver Diseases, Department of Medicine, University of Texas Southwestern Medical Center, Dallas, TX, United States of America
| | - Lihui Zhao
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, IL, United States of America
- Division of Biostatistics, Department of Preventative Medicine, Northwestern University, Chicago, IL, United States of America
| | - Sanjay Mehrotra
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, IL, United States of America
- Department of Industrial Engineering and Management Sciences, McCormick School of Engineering, Northwestern University, Evanston, IL, United States of America
| | - Daniela P. Ladner
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Northwestern University, Chicago, IL, United States of America
- Division of Organ Transplantation, Department of Surgery, Northwestern University, Chicago, IL, United States of America
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Havranek B, Loh R, Torre B, Redfield R, Halegoua-DeMarzio D. Glucagon-like peptide-1 receptor agonists improve metabolic dysfunction-associated steatotic liver disease outcomes. Sci Rep 2025; 15:4947. [PMID: 39930071 PMCID: PMC11811119 DOI: 10.1038/s41598-025-89408-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2024] [Accepted: 02/05/2025] [Indexed: 02/13/2025] Open
Abstract
Metabolic dysfunction-associated steatotic liver disease (MASLD) is the leading cause of chronic liver disease and is associated with significant cardiovascular morbidity and mortality. This study aims to investigate the association of glucagon-like peptide-1 (GLP-1) agonists with major cardiovascular events, clinically significant portal hypertension events, and all-cause mortality in patients with MASLD. A large, population-based retrospective cohort study was conducted using the TriNetX platform, which provided real-time access to electronic health records of 634,265 adult patients with MASLD/MASH. Propensity score matching (PSM) was employed to create two cohorts: A GLP-1 agonists group and a control group without GLP-1 agonists usage. Hazard ratios (HRs) and 95% confidence intervals (CIs) were calculated using Cox proportional hazards models along with Kaplan-Meier survival analyses to estimate outcomes at the end of 1, 3, 5, and 7 years. After PSM, 6,243 patients were included in each group. The GLP-1 agonist group had significantly lower risk of heart failure (at 7 years, HR, 0.721; 95% Cl, 0.593-0.876), composite cardiovascular events (at years 7, HR, 0.594; 95% Cl, 0.475-0.745), clinically significant portal hypertension events (at 7 years, HR, 0.463; 95% Cl, 0.348-0.611), and all-cause mortality (at 7 years, HR, 0.303; 95% Cl, 0.239-0.385). These results were consistent at 1-, 3-, 5-, and 7-years post index event. GLP-1 agonists usage in patients with MASLD is associated with reduced risk of major cardiovascular events, clinically significant portal hypertension, and all-cause mortality. These findings highlight the potential of GLP-1 agonists in MASLD/MASH management, warranting further prospective studies.
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Affiliation(s)
- Brandon Havranek
- Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, PA, 19107, USA
| | - Rebecca Loh
- Department of Gastroenterology & Hepatology, Thomas Jefferson University Hospital, 132 S 10th St, Suite 480, Philadelphia, PA, 19107, USA
| | - Beatriz Torre
- Department of Medicine, Thomas Jefferson University Hospital, Philadelphia, PA, 19107, USA
| | - Rachel Redfield
- Department of Gastroenterology & Hepatology, Thomas Jefferson University Hospital, 132 S 10th St, Suite 480, Philadelphia, PA, 19107, USA
| | - Dina Halegoua-DeMarzio
- Department of Gastroenterology & Hepatology, Thomas Jefferson University Hospital, 132 S 10th St, Suite 480, Philadelphia, PA, 19107, USA.
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24
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Bea S, Ko HY, Bae JH, Cho YM, Chang Y, Ryu S, Byrne CD, Shin JY. Risk of hepatic events associated with use of sodium-glucose cotransporter-2 inhibitors versus glucagon-like peptide-1 receptor agonists, and thiazolidinediones among patients with metabolic dysfunction-associated steatotic liver disease. Gut 2025; 74:284-294. [PMID: 39242193 PMCID: PMC11874371 DOI: 10.1136/gutjnl-2024-332687] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Accepted: 08/21/2024] [Indexed: 09/09/2024]
Abstract
OBJECTIVE To examine the hepatic effectiveness of sodium-glucose cotransporter-2 inhibitors (SGLT-2i) through a head-to-head comparison with glucagon-like peptide-1 receptor agonists (GLP-1RA) or thiazolidinediones (TZD) in patients with metabolic dysfunction-associated steatotic liver disease (MASLD). DESIGN This population-based cohort study was conducted using a nationwide healthcare claims database (2014-2022) of Korea. We included individuals with MASLD (aged ≥40 years) who initiated SGLT-2i or comparator drugs (GLP-1RA or TZD). Primary outcome was a composite of hepatic decompensation events, including ascites, oesophageal varices with bleeding, hepatic failure or liver transplant. Liver-cause death and all-cause death were also assessed as secondary outcomes. Cox proportional hazards models were used to estimated HRs with 95% CIs. RESULTS After 1:1 propensity score matching, we included 22 550 patients who initiated SGLT-2i and GLP-1RA (median age=57 years, 60% male), and 191 628 patients who initiated SGLT-2i and TZD (median age=57 years, 72% male). Compared with GLP-1RA, SGLT-2i showed a similar risk of hepatic decompensation events (HR 0.93, 95% CI 0.76 to 1.14). Compared with TZD, SGLT-2i demonstrated a reduced risk of hepatic decompensation events (HR 0.77, 95% CI 0.72 to 0.82). As compared with TZD, the results of secondary analyses showed significantly lower hepatic decompensation event risks with SGLT-2i when stratified by sex (male: HR 0.87 (95% CI 0.80-0.94); female: HR 0.62 (95% CI 0.55-0.69)). CONCLUSIONS In this nationwide cohort study, SGLT-2i was associated with a lower risk of hepatic decompensation events in patients with MASLD compared with TZD, while demonstrating similar effectiveness to GLP-1RA.
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Affiliation(s)
- Sungho Bea
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
- School of Pharmacy, Sungkyunkwan University, Suwon, Korea (the Republic of)
| | - Hwa Yeon Ko
- School of Pharmacy, Sungkyunkwan University, Suwon, Korea (the Republic of)
| | - Jae Hyun Bae
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea (the Republic of)
| | - Young Min Cho
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea (the Republic of)
| | - Yoosoo Chang
- Kangbuk Samsung Hospital, Seoul, Korea (the Republic of)
| | - Seungho Ryu
- Center for Cohort Study, Kangbuk Samsung Hospital, Seoul, Korea (the Republic of)
| | | | - Ju-Young Shin
- School of Pharmacy, Sungkyunkwan University, Suwon, Korea (the Republic of)
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25
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Obradović F, Vitello DJ, Hasjim BJ, Obayemi J, Polineni P, Gmeiner M, Koep E, Jain A, Crippa F, Duarte-Rojo A, Rohan VS, Kulik L, Doll JM, Banea T, McNatt GE, Zhao L, VanWagner LB, Manski CF, Ladner DP. Comparing the cost of cirrhosis to other common chronic diseases: A longitudinal study in a large national insurance database. Hepatology 2025:01515467-990000000-01133. [PMID: 39773884 DOI: 10.1097/hep.0000000000001206] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Accepted: 11/26/2024] [Indexed: 01/11/2025]
Abstract
BACKGROUND AND AIMS Cirrhosis prevalence is increasing, yet costs associated with its chronic, complex care are poorly understood. The aim was to characterize the costs of care for patients with cirrhosis and compare them to other chronic diseases such as heart failure (HF) and chronic obstructive pulmonary disease (COPD), for which the public health burden is better recognized. APPROACH AND RESULTS Patients enrolled in Medicare Advantage plans from a large national insurer between 2011 and 2020 with cirrhosis, HF, and COPD were identified by ICD-9/-10 codes. Costs (USD) of care were calculated per patient-month and included inpatient medical, emergency medical, pharmacy, and other costs. In all, 93,308 patients with cirrhosis, 355,520 patients with HF, and 318,949 patients with COPD were analyzed. Patients with cirrhosis, HF, and COPD had a mean (SD) age of 69.6 (9.5), 75.9 (9.7), and 72.9 (9.8) years, respectively. The most frequent etiologies were metabolic dysfunction-associated steatohepatitis (37.7%) and alcohol-associated cirrhosis (22.1%). The total monthly cost of care for patients with cirrhosis, HF, and COPD was $3032.00, $2491.60, and $1955.60 respectively. The cost for patients with cirrhosis exceeded that for HF by $540.40 (21.7% higher) and COPD by $1076.30 (55.0% higher). The monthly cost of care for decompensated cirrhosis was $3969.30, which was 59.3% ($1477.70) higher than for HF and 103.0% ($1,955.60) higher than for COPD. CONCLUSIONS The cost of care for cirrhosis is high, significantly higher than HF and COPD. Interventions directed at optimizing care to prevent progression to cirrhosis and decompensation are likely to alleviate this public health burden.
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Affiliation(s)
- Filip Obradović
- Department of Economics, Northwestern University, Evanston, Illinois, USA
| | - Dominic J Vitello
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Bima J Hasjim
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Joy Obayemi
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Praneet Polineni
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Michael Gmeiner
- Department of Economics, London School of Economics, London, UK
| | - Eleena Koep
- Center for Health Care Research, UnitedHealth Group, Eden Prairie, Minnesota, USA
| | - Aditya Jain
- Department of Economics, Northwestern University, Evanston, Illinois, USA
| | - Federico Crippa
- Department of Economics, Northwestern University, Evanston, Illinois, USA
| | - Andrés Duarte-Rojo
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
- Department of Medicine, Division of Gastroenterology and Hepatology, Northwestern Medicine, Chicago, Illinois, USA
| | - Vinayak S Rohan
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
- Department of Surgery, Division of Transplantation, Northwestern Medicine, Chicago, Illinois, USA
| | - Laura Kulik
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
- Department of Medicine, Division of Gastroenterology and Hepatology, Northwestern Medicine, Chicago, Illinois, USA
| | - Julianna M Doll
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Therese Banea
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Gwen E McNatt
- Organ Transplant Center, University of Iowa Healthcare, Iowa City, Iowa, USA
| | - Lihui Zhao
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
- Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Lisa B VanWagner
- Department of Medicine, Division of Digestive and Liver Diseases, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Charles F Manski
- Department of Economics, Northwestern University, Evanston, Illinois, USA
- Institute for Policy Research, Northwestern University, Evanston, Illinois, USA
| | - Daniela P Ladner
- Northwestern University Transplant Outcomes Research Collaborative (NUTORC), Comprehensive Transplant Center (CTC), Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
- Department of Surgery, Division of Transplantation, Northwestern Medicine, Chicago, Illinois, USA
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26
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Vaz J, Jepsen P, Strömberg U, Midlöv P, Eriksson B, Buchebner D, Hagström H. Metabolic dysfunction-associated steatotic liver disease has become the most common cause of hepatocellular carcinoma in Sweden: A nationwide cohort study. Int J Cancer 2025; 156:40-51. [PMID: 39016032 DOI: 10.1002/ijc.35097] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Revised: 05/30/2024] [Accepted: 07/01/2024] [Indexed: 07/18/2024]
Abstract
Metabolic dysfunction-associated steatotic liver disease (MASLD) is the most prevalent chronic liver disease globally, and can lead to hepatocellular carcinoma (HCC), a leading cause of cancer-related death. We aimed to determine the extent to which MASLD is an increasing cause of HCC in Sweden and to determine clinical characteristics associated with underlying MASLD. Using the Swedish quality registry for liver cancer (SweLiv), we identified all adults with a diagnosis of HCC in Sweden between 2012 and 2018. Baseline data were retrieved from SweLiv and other nationwide registers. Totally, 3494 patients with HCC were identified. Of them, 757 patients (22%) had MASLD-HCC. The proportion with MASLD-HCC increased from 19% in 2012 to 25% in 2018 (ptrend = 0.012), and MASLD was since 2017 the leading cause of HCC, surpassing hepatitis C. MASLD was the fastest growing cause of HCC with a 33% increment during the study period. Compared to other patients with HCC, those with MASLD-HCC were older (75 vs. 67 years, p < .001), less commonly had cirrhosis (61% vs. 82%, p < .001), had larger tumours (median 5.5 vs. 4.3 cm, p < .001), and more often extrahepatic metastasis (22% vs. 16%, p < .001). Patients with HCC caused by MASLD or by other causes were equally likely to be diagnosed in an early stage (Barcelona Clinic Liver Cancer 0-A, 27% vs. 30%, p = .129). MASLD is now the leading cause of HCC in Sweden.
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Affiliation(s)
- Juan Vaz
- Department of Clinical Sciences in Malmö, Centre for Primary Health Care Research, Lund University, Malmö, Sweden
- Department of Medicine, Huddinge, Karolinska Institutet, Stockholm, Sweden
- Department of Internal Medicine, Halland Hospital Halmstad, Halmstad, Sweden
| | - Peter Jepsen
- Department of Hepatology and Gastroenterology, Aarhus University Hospital, Aarhus, Denmark
| | - Ulf Strömberg
- Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Patrik Midlöv
- Department of Clinical Sciences in Malmö, Centre for Primary Health Care Research, Lund University, Malmö, Sweden
| | - Berne Eriksson
- Krefting Research Centre, Institute of Medicine, University of Gothenburg, Gothenburg, Sweden
| | - David Buchebner
- Department of Internal Medicine, Halland Hospital Halmstad, Halmstad, Sweden
| | - Hannes Hagström
- Department of Medicine, Huddinge, Karolinska Institutet, Stockholm, Sweden
- Division of Hepatology, Department of Upper GI Diseases, Karolinska University Hospital, Stockholm, Sweden
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27
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Aimuzi R, Xie Z, Qu Y, Luo K, Jiang Y. Proteomic signatures of ambient air pollution and risk of non-alcoholic fatty liver disease: A prospective cohort study in the UK Biobank. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 957:177529. [PMID: 39547383 DOI: 10.1016/j.scitotenv.2024.177529] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Revised: 10/13/2024] [Accepted: 11/10/2024] [Indexed: 11/17/2024]
Abstract
Air pollution has been linked with non-alcoholic fatty liver disease (NAFLD), but the underlying mechanisms characterized by perturbations in the circulating proteome profile are largely unknown. Therefore, we included 51,357 participants from the UK Biobank with 2941 plasma proteins measured in blood samples collected between 2006 and 2010, measurements of annual fine particular matter <2.5 μm in diameter (PM2.5) and nitrogen dioxide (NO2), and follow-up data on NAFLD (743 incident cases occurred over a median follow-up of 13.6 years). Multiple linear regression was used to identify proteins associated with PM2.5 and NO2. Cox proportional hazards models were applied to assess associations of PM2.5 and NO2 and identified proteins with incident NAFLD. Mediation analyses were conducted to explore the mediation role of proteins in the associations between air pollution and incident NAFLD. After adjusting for selected covariates, PM2.5 (hazard ratio [HR] = 2.57, 95%CI:1.27, 5.21, per ln increase) and NO2 (HR = 1.43, 95%CI: 1.10, 1.84, per ln increase) were positively associated with incident NAFLD. We identified 138 proteins associated with PM2.5 (92 positively, 46 inversely, FDR <0.05) and 143 with NO2 (100 positively, 43 inversely). Of the proteins that were significantly associated with both PM2.5 and NO2, 93 (79 positively, 14 inversely) and 79 (69 positively, 10 inversely) were significantly associated with incident NAFLD. Furthermore, 84 PM2.5-associated proteins and 66 NO2-associated proteins significantly mediated the corresponding association between air pollutants and incident NAFLD, with the proportion of mediation effects ranging from 3.2 % to 27.3 % for PM2.5 and 2.6 % to 20.8 % for NO2, respectively. Of note, the majority of significant mediating proteins were enriched in pathways of cytokine-cytokine receptor interaction, viral protein interaction with cytokine and cytokine receptor. Our findings suggested that long-term exposure to PM2.5 and NO2 was associated with an increased risk of NAFLD partially by perturbating circulating proteins involved in pathways of inflammation and immunity responses.
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Affiliation(s)
- Ruxianguli Aimuzi
- School of Population Medicine and Public Health, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing 100730, China
| | - Zhilan Xie
- School of Population Medicine and Public Health, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing 100730, China
| | - Yimin Qu
- School of Population Medicine and Public Health, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing 100730, China
| | - Kai Luo
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY 10461, USA.
| | - Yu Jiang
- School of Population Medicine and Public Health, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing 100730, China.
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28
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Charlton M, Tonnu-Mihara I, Teng CC, Zhou Z, Asefaha F, Luthra R, Articolo A, Hoovler A, Uzoigwe C. Evaluating the burden of illness of metabolic dysfunction-associated steatohepatitis in a large managed care population: The ETHEREAL Study. J Manag Care Spec Pharm 2024; 30:1414-1430. [PMID: 39331041 PMCID: PMC11607210 DOI: 10.18553/jmcp.2024.24106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/28/2024]
Abstract
BACKGROUND Metabolic dysfunction-associated steatohepatitis (MASH; formerly nonalcoholic steatohepatitis) is the inflammatory form of metabolic dysfunction-associated steatotic liver disease (formerly nonalcoholic fatty liver disease). MASH is a progressive disease associated with increased risk for many hepatic and extra-hepatic complications such as cirrhosis, hepatocellular carcinoma, the requirement for liver transplantation, and cardiovascular (CV)-related and kidney-related complications. It is important to understand the clinical and economic burden of MASH. OBJECTIVES To assess and compare the clinical and economic burdens of MASH in adults with the non-MASH population in a real-world setting. METHODS This observational, retrospective study used the Healthcare Integrated Research Database (HIRD), which contains health care claims data for commercially insured and Medicare Advantage health plan members across the United States. All-cause, CV-related, and liver-related medical costs and health care resource utilization were evaluated in patients with at least 2 diagnoses of MASH during the patient identification period (October 1, 2016, to April 30, 2022) and compared with a non-MASH cohort 1:1 matched on age, Quan Charlson Comorbidity Index, region of residence, and health plan type and length of enrollment. Generalized linear regression with negative binomial and γ distribution models were used to compare health care resource utilization and medical costs, respectively, while controlling for confounders. Covariate-adjusted all-cause, CV-related, and liver-related hospitalization rate ratios and medical cost ratios were assessed and compared for the MASH and matched non-MASH cohorts. RESULTS A total of 18,549 patients with MASH were compared with 18,549 matched patients in the non-MASH cohort. After adjusting for covariates, MASH was associated with significantly higher rates of hospitalization and higher medical costs compared with the non-MASH cohort. When compared with the non-MASH cohort, patients with MASH had 1.22 (95% CI = 1.15-1.30; P < 0.0001) times higher rates of all-cause hospitalization, 1.13 (95% CI = 1.03-1.24; P = 0.008) times higher rates of CV-related hospitalization, and 7.22 (95% CI = 4.91-10.61; P < 0.0001) times higher rates of liver-related hospitalization. Similarly, all-cause medical costs were 1.26 (95% CI = 1.22-1.30; P < 0.0001) times higher, CV-related medical costs were 1.66 (95% CI = 1.59-1.73; P < 0.0001) times higher, and liver-related medical costs were 7.79 (95% CI = 7.42-8.17; P < 0.0001) times higher among patients with MASH. CONCLUSIONS Compared with those of the non-MASH cohort with similar age, Quan Charlson Comorbidity Index, health plan, region of residence, and duration of enrollment, patients with MASH had significantly higher all-cause, CV-related, and liver-related hospitalizations and medical costs.
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Affiliation(s)
| | | | | | | | | | - Rakesh Luthra
- Health Economics and Outcomes Research, Novo Nordisk Inc., Plainsboro, NJ
| | - Amy Articolo
- Medical Affairs, Novo Nordisk Inc., Plainsboro, NJ
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29
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Wang Y, Li J, Song C, Zhang J, Liu Z, Zhou W, Huang X, Ji G, Shan Y, Dai L. Effects of the interaction between body mass index and dietary patterns on severe NAFLD incidence: A prospective cohort study. Clin Nutr 2024; 43:92-100. [PMID: 39437570 DOI: 10.1016/j.clnu.2024.10.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2024] [Revised: 09/07/2024] [Accepted: 10/04/2024] [Indexed: 10/25/2024]
Abstract
BACKGROUND It remains unclear whether the associations between dietary patterns and non-alcoholic fatty liver disease (NAFLD) vary by body mass index (BMI). We aimed to explore the association between dietary patterns and severe NAFLD incidence, and further investigate the interaction of BMI with dietary patterns. METHODS In a prospective cohort study using UK Biobank data, we included White participants with baseline food frequency questionnaire (FFQ) information. Principal component analysis (PCA) with varimax rotation was performed to identify major dietary patterns. The primary outcome was severe NAFLD, defined as hospitalization due to NAFLD or non-alcoholic steatohepatitis (NASH). We employed cause-specific Cox regression for competing risks to assess the association and calculated the relative excess risk due to interaction (RERI) to estimate the interaction of BMI. RESULTS This study included 307,130 participants with a median follow-up of 12.68 years. 3104 cases of severe NAFLD were identified. PCA analysis revealed two primary dietary patterns: a prudent diet (RC1) and a meat-based diet (RC2). Multivariate analysis showed a standard deviation (SD) increase in RC1 was associated with lower severe NAFLD risk (HR 0.91 [95 % CI 0.88 to 0.94]), while a SD increase in RC2 was associated with higher risk (1.10 [1.05 to 1.14]). Significant interactions were observed between baseline BMI ≥25 kg/m2 and dietary patterns (RC1: RERI: -0.22 [95 % CI -0.43 to -0.003]; RC2: 0.29 [0.03 to 0.56]). CONCLUSIONS Targeted dietary modifications are vital for specific populations at risk of severe NAFLD, considering the significant interaction observed between BMI and dietary patterns.
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Affiliation(s)
- Yuxiao Wang
- School of Public Health, Shanghai University of Traditional Chinese Medicine, Shanghai, PR China; Institute of Occupational Hazard Assessment, Shenzhen Prevention and Treatment Center for Occupational Diseases, Shenzhen, PR China; Department of Blood Transfusion, The First Affiliated Hospital of Nanjing Medical University, Nanjing, PR China
| | - Jing Li
- Clinical Research Academy, Peking University Shenzhen Hospital, Shenzhen Peking University-The Hong Kong University of Science and Technology Medical Center, Shenzhen, PR China; Renal Division, Peking University Shenzhen Hospital, Peking University, Shenzhen, PR China; China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing, PR China
| | - Congying Song
- Clinical Research Academy, Peking University Shenzhen Hospital, Shenzhen Peking University-The Hong Kong University of Science and Technology Medical Center, Shenzhen, PR China
| | - Jingwen Zhang
- Renal Division, Peking University Shenzhen Hospital, Peking University, Shenzhen, PR China
| | - Zhidong Liu
- Institute of Digestive Disease, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, PR China; Shanghai Frontiers Science Center of Disease and Syndrome Biology of Inflammatory Cancer Transformation, Shanghai, PR China
| | - Wenjun Zhou
- Institute of Digestive Disease, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, PR China; Shanghai Frontiers Science Center of Disease and Syndrome Biology of Inflammatory Cancer Transformation, Shanghai, PR China
| | - Xiaoyan Huang
- Clinical Research Academy, Peking University Shenzhen Hospital, Shenzhen Peking University-The Hong Kong University of Science and Technology Medical Center, Shenzhen, PR China; Renal Division, Peking University Shenzhen Hospital, Peking University, Shenzhen, PR China
| | - Guang Ji
- Institute of Digestive Disease, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, PR China; Shanghai Frontiers Science Center of Disease and Syndrome Biology of Inflammatory Cancer Transformation, Shanghai, PR China.
| | - Ying Shan
- Clinical Research Academy, Peking University Shenzhen Hospital, Shenzhen Peking University-The Hong Kong University of Science and Technology Medical Center, Shenzhen, PR China.
| | - Liang Dai
- School of Public Health, Shanghai University of Traditional Chinese Medicine, Shanghai, PR China; Clinical Research Academy, Peking University Shenzhen Hospital, Shenzhen Peking University-The Hong Kong University of Science and Technology Medical Center, Shenzhen, PR China; Shanghai Frontiers Science Center of Disease and Syndrome Biology of Inflammatory Cancer Transformation, Shanghai, PR China.
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30
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Zhou C, Zhang Y, Ye Z, Zhang Y, He P, Liu M, Yang S, Gan X, Xiang H, Huang Y, Qin X. Inverse association between lung function and nonalcoholic fatty liver disease: An observational and mendelian randomization study. Nutr Metab Cardiovasc Dis 2024; 34:2705-2712. [PMID: 39168802 DOI: 10.1016/j.numecd.2024.07.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2024] [Revised: 07/04/2024] [Accepted: 07/10/2024] [Indexed: 08/23/2024]
Abstract
BACKGROUND AND AIM The association between lung function with non-alcoholic fatty liver disease (NAFLD) in the general population remains unknown. We aimed to examine the association between lung function and NAFLD among the general population in an observational and Mendelian randomization (MR) study. METHODS AND RESULTS 340, 253 participants without prior liver diseases were included from the UK Biobank. Of these, 30,397 participants had liver proton density fat fraction (PDFF) measurements by magnetic resonance image (MRI). Lung function parameters included forced expiratory volume in 1 s (FEV1) and forced vital capacity (FVC). The primary outcome was the presence of NAFLD, defined as a PDFF greater than 5.5%. The secondary outcome included incident severe NAFLD and severe liver diseases (including liver cirrhosis, liver failure, hepatocellular carcinoma and liver-related death), defined by the International Classification of Disease codes with different data sources. During a media follow-up duration of 9.3 years, 7335 (24.1%) the presence of NAFLD cases were documented. There was an inverse association of FEV1 (% predicted) (Per SD increment, adjusted OR = 0.91, 95%CI: 0.88-0.94) and FVC (% predicted) (Per SD increment, adjusted OR = 0.90, 95%CI: 0.87-0.92) with the presence of NAFLD. Similar results were found for incident severe NAFLD, severe liver disease, liver cirrhosis, liver failure and liver-related death. MR analyses showed that the genetically predicted FEV1 (adjusted OR = 0.63, 95%CI: 0.46-0.87) and FVC (adjusted OR = 0.69, 95%CI: 0.51-0.95) were both inversely associated with the presence of NAFLD. CONCLUSIONS There was an inverse causal relationship between lung function and NAFLD in the general population.
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Affiliation(s)
- Chun Zhou
- Division of Nephrology, Nanfang Hospital, Southern Medical University, National Clinical Research Center for Kidney Disease, State Key Laboratory of Organ Failure Research, Guangdong Provincial Institute of Nephrology, Guangdong Provincial Key Laboratory of Renal Failure Research, Guangzhou 510515, China
| | - Yanjun Zhang
- Division of Nephrology, Nanfang Hospital, Southern Medical University, National Clinical Research Center for Kidney Disease, State Key Laboratory of Organ Failure Research, Guangdong Provincial Institute of Nephrology, Guangdong Provincial Key Laboratory of Renal Failure Research, Guangzhou 510515, China
| | - Ziliang Ye
- Division of Nephrology, Nanfang Hospital, Southern Medical University, National Clinical Research Center for Kidney Disease, State Key Laboratory of Organ Failure Research, Guangdong Provincial Institute of Nephrology, Guangdong Provincial Key Laboratory of Renal Failure Research, Guangzhou 510515, China
| | - Yuanyuan Zhang
- Division of Nephrology, Nanfang Hospital, Southern Medical University, National Clinical Research Center for Kidney Disease, State Key Laboratory of Organ Failure Research, Guangdong Provincial Institute of Nephrology, Guangdong Provincial Key Laboratory of Renal Failure Research, Guangzhou 510515, China
| | - Panpan He
- Division of Nephrology, Nanfang Hospital, Southern Medical University, National Clinical Research Center for Kidney Disease, State Key Laboratory of Organ Failure Research, Guangdong Provincial Institute of Nephrology, Guangdong Provincial Key Laboratory of Renal Failure Research, Guangzhou 510515, China
| | - Mengyi Liu
- Division of Nephrology, Nanfang Hospital, Southern Medical University, National Clinical Research Center for Kidney Disease, State Key Laboratory of Organ Failure Research, Guangdong Provincial Institute of Nephrology, Guangdong Provincial Key Laboratory of Renal Failure Research, Guangzhou 510515, China
| | - Sisi Yang
- Division of Nephrology, Nanfang Hospital, Southern Medical University, National Clinical Research Center for Kidney Disease, State Key Laboratory of Organ Failure Research, Guangdong Provincial Institute of Nephrology, Guangdong Provincial Key Laboratory of Renal Failure Research, Guangzhou 510515, China
| | - Xiaoqin Gan
- Division of Nephrology, Nanfang Hospital, Southern Medical University, National Clinical Research Center for Kidney Disease, State Key Laboratory of Organ Failure Research, Guangdong Provincial Institute of Nephrology, Guangdong Provincial Key Laboratory of Renal Failure Research, Guangzhou 510515, China
| | - Hao Xiang
- Division of Nephrology, Nanfang Hospital, Southern Medical University, National Clinical Research Center for Kidney Disease, State Key Laboratory of Organ Failure Research, Guangdong Provincial Institute of Nephrology, Guangdong Provincial Key Laboratory of Renal Failure Research, Guangzhou 510515, China
| | - Yu Huang
- Division of Nephrology, Nanfang Hospital, Southern Medical University, National Clinical Research Center for Kidney Disease, State Key Laboratory of Organ Failure Research, Guangdong Provincial Institute of Nephrology, Guangdong Provincial Key Laboratory of Renal Failure Research, Guangzhou 510515, China
| | - Xianhui Qin
- Division of Nephrology, Nanfang Hospital, Southern Medical University, National Clinical Research Center for Kidney Disease, State Key Laboratory of Organ Failure Research, Guangdong Provincial Institute of Nephrology, Guangdong Provincial Key Laboratory of Renal Failure Research, Guangzhou 510515, China.
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Kim Y, Medicis J, Davis M, Nunag D, Gish R. Costs associated with nonalcoholic steatohepatitis disease progression in Medicare patients: a retrospective cohort study. J Comp Eff Res 2024; 13:e240096. [PMID: 39576038 DOI: 10.57264/cer-2024-0096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2024] Open
Abstract
Aim: Non-alcoholic steatohepatitis (NASH), or metabolic dysfunction-associated steatohepatitis (MASH), is a severe form of non-alcoholic fatty liver disease (NAFLD) or metabolic dysfunction-associated liver disease (MASLD), that may progress to advanced liver disease. Costs associated with progression are not well characterized. This study sought to quantify costs and healthcare resource utilization (HRU) associated with NASH progression. Methods: Patients were included if diagnosed with NASH (ICD-10: K75.81) in 100% Medicare claims data (2015-2021) who were ≥66 years at index (diagnosis), continuously enrolled in Parts A, B and D for ≥12 months prior to and 6 months following index (unless death) and who had no evidence of other causes of liver disease. Patient-time was categorized into five severity states: non-cirrhotic NASH, compensated cirrhosis (CC), decompensated cirrhosis (DCC), hepatocellular carcinoma (HCC) and liver transplant (LT). Annualized HRU and costs were calculated during the study periods overall and stratified by occurrence and timing of progression. Results: In 14,806 unique patients (n = 12,990 non-cirrhotic NASH; 1899 CC; 997 DCC; 209 HCC; 140 LT), mean age and follow-up were 72.2 and 2.8 years, respectively. Average annualized costs increased from baseline following diagnosis, generally scaling with severity: $16,231 to $27,044; $25,122 to $57,705; $40,613 to $181,036; $36,549 to $165,121 and $35,626 to $108,918 in NASH; CC; DCC; HCC; and LT; respectively. Non-cirrhotic NASH and CC patients with progression had higher follow-up spending (1.6x for NASH; 1.7x for CC) than non-progressors (both p < 0.001), 2.8 and 6.1-times higher odds of an inpatient stay and 2.6 and 3.6-times higher odds to be in the top 20% of spenders, respectively, relative to non-progressors (both p < 0.001). Patients progressing within a year had costs 1.4, 1.6, 1.7 and 2.2-times more than year 2, 3, 4 and 5 progressors' costs, respectively, for non-cirrhotic NASH and 1.3, 1.8, 2.0 and 2.2-times more than year 2, 3, 4 and 5 progressors' costs, respectively, for CC. Conclusion: NASH progression is associated with high costs that increase in more severe disease states. Slower progression is associated with lower costs, suggesting a potential benefit of therapies that may delay or prevent progression.
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Affiliation(s)
- Yestle Kim
- Madrigal Pharmaceuticals, Inc, West Conshohocken, PA, USA
| | - Joseph Medicis
- Madrigal Pharmaceuticals, Inc, West Conshohocken, PA, USA
| | | | | | - Robert Gish
- Loma Linda University, School of Medicine, Loma Linda, CA, USA
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Zhou X, Liao J, Liu L, Meng Y, Yang D, Zhang X, Long L. Association of depression with severe non-alcoholic fatty liver disease: evidence from the UK Biobank study and Mendelian randomization analysis. Sci Rep 2024; 14:28561. [PMID: 39557910 PMCID: PMC11574024 DOI: 10.1038/s41598-024-79100-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2024] [Accepted: 11/06/2024] [Indexed: 11/20/2024] Open
Abstract
The relationship between depression and severe non-alcoholic fatty liver disease (NAFLD) has not been clearly defined. We conducted a longitudinal cohort study and a two-sample Mendelian randomization (MR) analysis to assess the association of depression with severe NAFLD risk. We used individual data from the UK Biobank study with 481,181 participants, and summary data from published genome-wide association studies. The association between depression and severe NAFLD was assessed using Cox proportional hazards regression analysis. Two-sample MR for depression with NAFLD was conducted, the principal analysis employed the inverse variance weighted (IVW) approach. In the observational study, after a median follow-up of 13.46 years, 4,563 participants had severe NAFLD. In multivariable-adjusted model, participants with depression had an increased risk of severe NAFLD (hazards ratio:1.21, 95% confidence interval (CI):1.09-1.34), as compared to those without depression. In subgroup analyses, the association between depression and severe NAFLD risk was generally observed across different subgroups. For the MR, result also showed that genetically predicted depression was causally associated with a higher risk of NAFLD (odds ratio:1.55, 95%CI:1.10-2.19) in IVW. Our study revealed a prospective association of depression with severe NAFLD, thus potentially necessitating clinical monitoring of individuals with depression for severe NAFLD.
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Affiliation(s)
- Xiaorui Zhou
- Department of Epidemiology and Health Statistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, 610041, China
| | - Juan Liao
- Department of Gastroenterology, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, 610041, China
| | - Li Liu
- Department of Epidemiology and Biostatistics, School of Public Health, Guangdong Pharmaceutical University, Guangzhou, Guangdong, 510006, China
| | - Yajing Meng
- Mental Health Center, West China Hospital of Sichuan University, Chengdu, Sichuan, 610041, China
| | - Dailan Yang
- Department of Gastroenterology, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, 610041, China
| | - Xuehong Zhang
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, 02115, USA
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, 02115, USA
| | - Lu Long
- Department of Epidemiology and Health Statistics, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan, 610041, China.
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, 02115, USA.
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Fishman J, Kim Y, Charlton MR, Smith ZJ, O'Connell T, Bercaw EM. Estimation of the Eligible Population For Resmetirom Among Adults in the United States for Treatment of Non-Cirrhotic NASH with Moderate-to-Advanced Liver Fibrosis. Adv Ther 2024; 41:4172-4190. [PMID: 39292422 PMCID: PMC11480167 DOI: 10.1007/s12325-024-02989-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2024] [Accepted: 09/02/2024] [Indexed: 09/19/2024]
Abstract
INTRODUCTION As of March 2024, resmetirom is the first and only therapy approved in the United States (US) for the treatment of adults with non-cirrhotic nonalcoholic steatohepatitis (NASH) with moderate-to-advanced liver fibrosis (MALF) consistent with stages F2/F3 fibrosis. Estimates of the diagnosed, treatment-eligible NASH population are poorly understood due to diagnostic variability. This study provides a contemporary estimate of the size of the US resmetirom treatment-eligible population. METHODS A dynamic population calculator was developed combining literature, screening guidelines, resmetirom study criteria, and analyses of the NHANES 2017-March 2020 cycle. It computes NASH prevalence, proportion non-cirrhotic NASH with MALF, Year 1 diagnosis, and new diagnoses in Years 2 and 3. NASH prevalence was estimated by applying the American Association of Clinical Endocrinology screening algorithm and recommended NIT cut-offs in the NHANES dataset. The proportion of non-cirrhotic NASH with MALF was informed by analyses of the Forian US integrated medical claims database using NASH and cirrhosis-specific ICD-10-CM codes and FIB-4 scores. NASH diagnosis rates were obtained from published estimates and NHANES responses. Treatment-eligible population growth was projected using published incidence data. Estimates were compared to a NASH budget-impact-analysis (BIA) from the Institute for Clinical and Economic Review (ICER). RESULTS In the base case, a NASH prevalence of 4.6% was modeled (range 1.3-14.2%). This value was multiplied by the proportion estimated to have non-cirrhotic MALF (i.e., 35%). Published analyses suggest a diagnosis rate of ~ 10% (range 3.3-14.3%) and ~ 16% year-over-year growth in the treatment-eligible population. Assuming a 1-million commercial-member population, the resmetirom treatment-eligible population was estimated as 1255-1699 in Years 1-3 following approval. Sensitivity analyses were conducted and comparison to the ICER BIA was influenced by different diagnosis rates. CONCLUSION Estimation of the treatment-eligible population for resmetirom depends importantly on NASH diagnosis rates, which are predicted to be < 15% in the 3 years after drug approval. Nonalcoholic steatohepatitis (NASH) is an advanced form of nonalcoholic fatty liver disease. Previously there were no treatments for NASH in the United States (US), but as of March 2024, the US Food and Drug Administration (FDA) approved resmetirom (REZDIFFRA™), a once-daily, oral therapy, in conjunction with diet and exercise, under accelerated approval for the treatment of adults (aged 18 years or older) with non-cirrhotic NASH with moderate-to-advanced liver fibrosis (MALF), consistent with stages F2-F3. It is not well understood how many diagnosed patients with NASH would be eligible for treatment with resmetirom; thus, this study aimed to estimate the size of the US resmetirom treatment-eligible population. To do so, we created a flexible population calculator that considers how many people have NASH, what proportion would be eligible for resmetirom treatment-i.e., have non-cirrhotic NASH with MALF-and of those how many people would be diagnosed. We used published literature, screening guidelines, resmetirom study criteria, and analyses of national surveys to inform our range of estimates. In the main analysis, we modeled a NASH prevalence of 4.6% (range 1.3-14.2%), which was then limited to the proportion estimated to have non-cirrhotic NASH with MALF (i.e., 35%) and diagnosed (i.e., 10%, range 3.3-14.3%). A year-over-year growth of approximately 16% in the treatment-eligible population was modeled in years following approval. Assuming a population of 1 million commercial insurance enrollees, the resmetirom treatment-eligible population was estimated to be 1255-1699 in Years 1-3 following approval. We assessed alternative scenarios and have compared our results to existing models.
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Affiliation(s)
- Jesse Fishman
- Madrigal Pharmaceuticals, Inc., West Conshohocken, PA, USA
| | - Yestle Kim
- Madrigal Pharmaceuticals, Inc., West Conshohocken, PA, USA
| | - Michael R Charlton
- Center for Liver Diseases, University of Chicago Medicine, Chicago, IL, USA
| | | | | | - Eric M Bercaw
- Medicus Economics LLC, Boston, MA, USA.
- , 2 Stonehill Ln, Milton, MA, 02186-5232, USA.
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Shen TH, Aby ES, Vock D, Farley JF. Sodium-glucose co-transporter-2 inhibitors versus dipeptidyl peptidase-4 inhibitors on major liver outcomes in metabolic dysfunction-associated steatotic liver disease. Diabetes Obes Metab 2024; 26:5116-5125. [PMID: 39134463 DOI: 10.1111/dom.15853] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/15/2024] [Revised: 07/11/2024] [Accepted: 07/18/2024] [Indexed: 10/05/2024]
Abstract
AIM To compare the effectiveness of sodium-glucose co-transporter-2 inhibitors (SGLT2is) with dipeptidyl peptidase-4 inhibitors (DPP4is) on major liver outcomes (MLO) in patients with type 2 diabetes (T2D) and metabolic dysfunction-associated steatotic liver disease (MASLD). MATERIALS AND METHODS We included adult patients with T2D and MASLD, using metformin without specific liver conditions or surgeries, from the Merative MarketScan database. Patients initiating SGLT2is or DPP4is from 1 January 2014 to 31 December 2022 were identified. The primary outcome was time to MLO diagnosis. Overlap weighting balanced covariates, integrated with a Cox proportional hazards model for survival analysis. RESULTS Among 44 651 patients, 22 100 initiated SGLT2is, and 22 551 began DPP4is. After weighting, the incidence rate of MLO in the SGLT2i group was 3.8 per 1000 person-years, and it was 3.9 per 1000 person-years in the DPP4i group, resulting in an adjusted hazard ratio (aHR) of 0.82 (95% CI, 0.60-1.10). SGLT2i initiation was not associated with cirrhosis (aHR: 0.77; 95% CI, 0.55-1.06) or hepatocellular carcinoma (aHR: 0.99; 95% CI, 0.47-1.83) separately. Subgroup and sensitivity analyses did not yield significant results. CONCLUSIONS In patients with T2D and MASLD, SGLT2is did not show a lower risk of MLO compared with DPP4is. Clinicians should consider the overall patient conditions and the additional benefits of SGLT2is to support the decision to switch from DPP4is.
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Affiliation(s)
- Tsung-Hua Shen
- Department of Pharmaceutical Care & Health Systems, College of Pharmacy, University of Minnesota, Minneapolis, Minnesota, USA
- Social and Administrative Pharmacy Program, Department of Pharmaceutical Care & Health System, College of Pharmacy, University of Minnesota, Minneapolis, Minnesota, USA
| | - Elizabeth S Aby
- Department of Medicine, Division of Gastroenterology, Hepatology and Nutrition, University of Minnesota, Minneapolis, Minnesota, USA
| | - David Vock
- Division of Biostatistics & Health Data Science, School of Public Health, University of Minnesota, Minneapolis, Minnesota, USA
| | - Joel F Farley
- Department of Pharmaceutical Care & Health Systems, College of Pharmacy, University of Minnesota, Minneapolis, Minnesota, USA
- Social and Administrative Pharmacy Program, Department of Pharmaceutical Care & Health System, College of Pharmacy, University of Minnesota, Minneapolis, Minnesota, USA
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Pericàs JM, Anstee QM, Augustin S, Bataller R, Berzigotti A, Ciudin A, Francque S, Abraldes JG, Hernández-Gea V, Pons M, Reiberger T, Rowe IA, Rydqvist P, Schabel E, Tacke F, Tsochatzis EA, Genescà J. A roadmap for clinical trials in MASH-related compensated cirrhosis. Nat Rev Gastroenterol Hepatol 2024; 21:809-823. [PMID: 39020089 DOI: 10.1038/s41575-024-00955-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/03/2024] [Indexed: 07/19/2024]
Abstract
Although metabolic dysfunction-associated steatohepatitis (MASH) is rapidly becoming a leading cause of cirrhosis worldwide, therapeutic options are limited and the number of clinical trials in MASH-related compensated cirrhosis is low as compared to those conducted in earlier disease stages. Moreover, designing clinical trials in MASH cirrhosis presents a series of challenges regarding the understanding and conceptualization of the natural history, regulatory considerations, inclusion criteria, recruitment, end points and trial duration, among others. The first international workshop on the state of the art and future direction of clinical trials in MASH-related compensated cirrhosis was held in April 2023 at Vall d'Hebron University Hospital in Barcelona (Spain) and was attended by a group of international experts on clinical trials from academia, regulatory agencies and industry, encompassing expertise in MASH, cirrhosis, portal hypertension, and regulatory affairs. The presented Roadmap summarizes important content of the workshop on current status, regulatory requirements and end points in MASH-related compensated cirrhosis clinical trials, exploring alternative study designs and highlighting the challenges that should be considered for upcoming studies on MASH cirrhosis.
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Affiliation(s)
- Juan M Pericàs
- Liver Unit, Division of Digestive Diseases, Vall d'Hebron University Hospital, Vall d'Hebron Institute of Research (VHIR), Vall d'Hebron Barcelona Hospital Campus, Universitat Autònoma de Barcelona, Barcelona, Spain.
- Centros de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain.
| | - Quentin M Anstee
- Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
- Newcastle NIHR Biomedical Research Center, Newcastle upon Tyne Hospitals NHS Trust, Newcastle upon Tyne, UK
| | | | - Ramón Bataller
- Liver Unit, Hospital Clinic Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat Barcelona, Barcelona, Spain
| | - Annalisa Berzigotti
- Department of Visceral Surgery and Medicine, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Andreea Ciudin
- Endocrinology and Nutrition Department, Morbid Obesity Unit Coordinator, Vall d'Hebron University Hospital, Barcelona, Spain
- Centros de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas asociadas (CIBERdem), Instituto de Salud Carlos III, Madrid, Spain
| | - Sven Francque
- Department of Gastroenterology and Hepatology, Antwerp University Hospital, InflaMed Centre of Excellence, Laboratory for Experimental Medicine and Paediatrics, Translational Sciences in Inflammation and Immunology, Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium
| | - Juan G Abraldes
- Division of Gastroenterology (Liver Unit), University of Alberta, Edmonton, Canada
| | - Virginia Hernández-Gea
- Centros de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
- Liver Unit, Hospital Clinic Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat Barcelona, Barcelona, Spain
| | - Mònica Pons
- Liver Unit, Division of Digestive Diseases, Vall d'Hebron University Hospital, Vall d'Hebron Institute of Research (VHIR), Vall d'Hebron Barcelona Hospital Campus, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Thomas Reiberger
- Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | - Ian A Rowe
- Leeds Institute for Medical Research, University of Leeds, Leeds, UK
| | - Peter Rydqvist
- Medical Department, Madrigal Pharmaceuticals, West Conshohocken, PA, USA
| | - Elmer Schabel
- Federal Institute for Drugs and Medical Devices, Bonn, Germany
| | - Frank Tacke
- Department of Hepatology and Gastroenterology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Emmanuel A Tsochatzis
- UCL Institute for Liver and Digestive Health, Royal Free Hospital and UCL, London, UK
| | - Joan Genescà
- Liver Unit, Division of Digestive Diseases, Vall d'Hebron University Hospital, Vall d'Hebron Institute of Research (VHIR), Vall d'Hebron Barcelona Hospital Campus, Universitat Autònoma de Barcelona, Barcelona, Spain
- Centros de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
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Schreiner AD, Zhang J, Moran WP, Koch DG, Marsden J, Bays C, Mauldin PD, Gebregziabher M. Objective Measures of Cardiometabolic Risk and Advanced Fibrosis Risk Progression in Primary Care Patients With Metabolic Dysfunction-Associated Steatotic Liver Disease. Endocr Pract 2024; 30:1015-1022. [PMID: 39127111 PMCID: PMC11532012 DOI: 10.1016/j.eprac.2024.08.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2024] [Revised: 07/20/2024] [Accepted: 08/02/2024] [Indexed: 08/12/2024]
Abstract
BACKGROUND We examined the association of objective measures of cardiometabolic risk with progression to a high-risk for advanced fibrosis in patients with metabolic dysfunction-associated steatotic liver disease (MASLD) at initially low- and indeterminate-risk for advanced fibrosis. METHODS We performed a retrospective cohort study of primary care patients with MASLD between 2012 and 2021. We evaluated patients with MASLD and low- or indeterminate-risk Fibrosis-4 Index (FIB-4) scores and followed them until the outcome of a high-risk FIB-4 (≥2.67), or the end of the study period. Exposures of interest were body mass index, systolic blood pressure, hemoglobin A1c, cholesterol, estimated glomerular filtration rate, and smoking status. Variables were categorized by the threshold for primary care therapy intensification. Unadjusted and adjusted Cox regression models were developed for the outcome of time to a high-risk FIB-4 value. RESULTS The cohort included 1347 patients with a mean follow-up of 3.6 years (SD 2.7). Of the cohort, 258 (19%) had a subsequent FIB-4 > 2.67. In the fully adjusted Cox regression models, mean systolic blood pressure ≥ 150 mm Hg (1.57; 95% confidence interval (CI) 1.02-2.41) and glomerular filtration rate ≤ 59 ml/min (hazard ratio 2.78; 95%CI 2.17-3.58) were associated with an increased hazard of a high-risk FIB-4, while receiving a statin prescription (hazard ratio 0.51; 95%CI 0.39-0.66) was associated with a lower risk. CONCLUSIONS Nearly 1 in 5 primary care patients with MASLD transitioned to a high-risk FIB-4 score during 3.6 years of follow-up, and uncontrolled blood pressure and reduced kidney function were associated with an increased hazard of a FIB-4 at high-risk for advanced fibrosis.
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Affiliation(s)
- Andrew D Schreiner
- Department of Medicine, Medical University of South Carolina, Charleston, South Carolina.
| | - Jingwen Zhang
- Department of Medicine, Medical University of South Carolina, Charleston, South Carolina
| | - William P Moran
- Department of Medicine, Medical University of South Carolina, Charleston, South Carolina
| | - David G Koch
- Department of Medicine, Medical University of South Carolina, Charleston, South Carolina
| | - Justin Marsden
- Department of Medicine, Medical University of South Carolina, Charleston, South Carolina
| | - Chloe Bays
- Department of Medicine, Medical University of South Carolina, Charleston, South Carolina
| | - Patrick D Mauldin
- Department of Medicine, Medical University of South Carolina, Charleston, South Carolina
| | - Mulugeta Gebregziabher
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, South Carolina
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Bobo JFG, Keith BA, Marsden J, Zhang J, Schreiner AD. Patterns of gastroenterology specialty referral for primary care patients with metabolic dysfunction-associated steatotic liver disease. Am J Med Sci 2024; 368:455-461. [PMID: 39074780 PMCID: PMC11490385 DOI: 10.1016/j.amjms.2024.07.028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Revised: 07/17/2024] [Accepted: 07/17/2024] [Indexed: 07/31/2024]
Abstract
BACKGROUND As metabolic dysfunction-associated steatotic liver disease (MASLD) management extends into primary care, little is known about patterns of specialty referral for affected patients. We determined the proportion of primary care patients with MASLD that received a gastroenterology (GI) consultation and compared advanced fibrosis risk between patients with and without a referral. METHODS This retrospective study of electronic health record data from a primary care clinic included patients with MASLD, no competing chronic liver disease diagnoses, and no history of cirrhosis. Referral to GI for evaluation and management (E/M) any time after MASLD ascertainment was the outcome. Fibrosis-4 Index (FIB-4) scores were calculated, categorized by advanced fibrosis risk, and compared by receipt of a GI E/M referral. Logistic regression models were developed to determine the association of FIB-4 risk with receipt of a GI referral. RESULTS The cohort included 652 patients of which 12% had FIB-4 scores (≥2.67) at high-risk for advanced fibrosis. Overall, 31% of cohort patients received a GI referral for E/M. There was no difference in the proportion of patients with high (12% vs. 12%, p=0.952) risk FIB-4 scores by receipt of a GI E/M referral. In adjusted logistic regression models, high-risk FIB-4 scores (OR 1.01; 95% CI 0.59 - 1.71) were not associated with receipt of a referral. CONCLUSIONS Only 30% of patients in this primary care MASLD cohort received a GI E/M referral during the study period, and those patients with a referral did not differ by FIB-4 advanced fibrosis risk.
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Affiliation(s)
- John F G Bobo
- Department of Medicine, Medical University of South Carolina, Charleston, SC 29425, USA
| | - Brad A Keith
- Department of Medicine, Medical University of South Carolina, Charleston, SC 29425, USA
| | - Justin Marsden
- Department of Medicine, Medical University of South Carolina, Charleston, SC 29425, USA
| | - Jingwen Zhang
- Department of Medicine, Medical University of South Carolina, Charleston, SC 29425, USA
| | - Andrew D Schreiner
- Department of Medicine, Medical University of South Carolina, Charleston, SC 29425, USA.
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Zhang X, Kam LY, Barnett SD, Henry L, Cheung R, Nguyen MH. Disease Progression for Histologic Diagnosis of Metabolic Dysfunction-Associated Steatotic Liver Disease in the Real-World: A Nationwide US Study. Dig Dis 2024; 43:36-45. [PMID: 39401491 PMCID: PMC11817862 DOI: 10.1159/000541945] [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: 03/04/2024] [Accepted: 10/06/2024] [Indexed: 11/12/2024]
Abstract
INTRODUCTION We compared clinical characteristics and outcomes in real-world metabolic dysfunction-associated steatotic liver disease (MASLD) patients with or without liver biopsy using a nationwide cohort in United States (USA) to fill in gaps in selection of biopsy patients. METHODS We conducted a retrospective cohort study of adult MASLD patients using Marketscan® Databases (1/2007-12/2021). Patients were categorized into those with or without liver biopsy during follow-up. RESULTS We analyzed 540,326 MASLD patients: 23,732 with and 516,594 without biopsy. Only 4% of MASLD patients received liver biopsy and biopsy rate decreased in the last 5 years (9.4%-3.6%). After 1:5 propensity score matching on baseline characteristics including age, sex, and comorbidities, a total of 23,731 patients with biopsy and 118,396 matched patients without biopsy were analyzed. The incidence per 1,000 person-years for hepatocellular carcinoma (HCC) was 0.22 versus 2.18, cirrhosis 29.75 versus 90.44, and hepatic decompensation 15.84 versus 28.25 compared patients with and without biopsy. In multivariable analysis, patients with biopsy had more than 9 times higher risk of developing HCC, 3 times higher risk of cirrhosis, and 78% higher risk of hepatic decompensation. In subgroup analysis, the association remained consistent when stratified by age (<50 and ≥50), sex, and diabetes mellitus. Predictors of having biopsy included age, metabolic diseases, and living in North central or Northeast of USA. CONCLUSION These data can inform clinical patient management that biopsy patients likely represent a selected group at higher risk for disease progression, especially in clinical trials for MASLD therapies. INTRODUCTION We compared clinical characteristics and outcomes in real-world metabolic dysfunction-associated steatotic liver disease (MASLD) patients with or without liver biopsy using a nationwide cohort in United States (USA) to fill in gaps in selection of biopsy patients. METHODS We conducted a retrospective cohort study of adult MASLD patients using Marketscan® Databases (1/2007-12/2021). Patients were categorized into those with or without liver biopsy during follow-up. RESULTS We analyzed 540,326 MASLD patients: 23,732 with and 516,594 without biopsy. Only 4% of MASLD patients received liver biopsy and biopsy rate decreased in the last 5 years (9.4%-3.6%). After 1:5 propensity score matching on baseline characteristics including age, sex, and comorbidities, a total of 23,731 patients with biopsy and 118,396 matched patients without biopsy were analyzed. The incidence per 1,000 person-years for hepatocellular carcinoma (HCC) was 0.22 versus 2.18, cirrhosis 29.75 versus 90.44, and hepatic decompensation 15.84 versus 28.25 compared patients with and without biopsy. In multivariable analysis, patients with biopsy had more than 9 times higher risk of developing HCC, 3 times higher risk of cirrhosis, and 78% higher risk of hepatic decompensation. In subgroup analysis, the association remained consistent when stratified by age (<50 and ≥50), sex, and diabetes mellitus. Predictors of having biopsy included age, metabolic diseases, and living in North central or Northeast of USA. CONCLUSION These data can inform clinical patient management that biopsy patients likely represent a selected group at higher risk for disease progression, especially in clinical trials for MASLD therapies.
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Affiliation(s)
- Xinrong Zhang
- Division of Gastroenterology and Hepatology, School of Medicine, Stanford University Medical Center, Palo Alto, CA, USA
| | - Leslie Yeeman Kam
- Division of Gastroenterology and Hepatology, School of Medicine, Stanford University Medical Center, Palo Alto, CA, USA
| | - Scott D. Barnett
- Division of Gastroenterology and Hepatology, School of Medicine, Stanford University Medical Center, Palo Alto, CA, USA
| | - Linda Henry
- Division of Gastroenterology and Hepatology, School of Medicine, Stanford University Medical Center, Palo Alto, CA, USA
| | - Ramsey Cheung
- Division of Gastroenterology and Hepatology, School of Medicine, Stanford University Medical Center, Palo Alto, CA, USA
- Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, USA
| | - Mindie H. Nguyen
- Division of Gastroenterology and Hepatology, School of Medicine, Stanford University Medical Center, Palo Alto, CA, USA
- Department of Epidemiology and Population Health, Stanford University, Palo Alto, CA, USA
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Zhang X, Zhao L, Dai Q, Hou T, Danford CJ, Lai M, Zhang X. Blood Magnesium Level and Risk of Hepatocellular Carcinoma in a Prospective Liver Cirrhosis Cohort. Cancer Epidemiol Biomarkers Prev 2024; 33:1368-1374. [PMID: 39037332 PMCID: PMC11579948 DOI: 10.1158/1055-9965.epi-24-0327] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2024] [Revised: 06/14/2024] [Accepted: 07/18/2024] [Indexed: 07/23/2024] Open
Abstract
BACKGROUND Higher magnesium intake was linked to a lower risk of hepatocellular carcinoma (HCC). However, the relationship between blood magnesium level and HCC has not been fully characterized, especially among patients with liver cirrhosis who are at a higher risk for HCC. METHODS In the Mass General Brigham Biobank, we developed a new prospective cohort of 1,430 patients with liver cirrhosis without liver cancer history using the validated International Classification of Diseases codes. We used Cox proportional hazards models to generate hazard ratios (HRs) with 95% confidence intervals (CI) for incident HCC and used generalized estimating equations to compare changes in liver biomarkers according to baseline blood magnesium, adjusting for age, sex, race, lifestyles, body mass index, type 2 diabetes, model for end-stage liver disease score, and hepatitis infection. RESULTS During a median follow-up period of 4.26 years, 109 patients developed HCC. Magnesium deficiency (<1.70 mg/dL; N = 158) was associated with a higher risk of HCC (HR = 1.93; 95% CI, 1.12-3.30) compared with magnesium sufficiency (≥1.70 mg/dL; N = 1282). This association remained robust in the 1-year lag analysis (HR = 2.18; 95% CI, 1.11-4.28) and in sensitivity analysis excluding patients with alcoholic liver disease (HR = 2.41; 95% CI, 1.23-4.74). Magnesium in the lowest quartile was associated with a faster increase in alanine transaminase (β = 4.35; 95% CI, 1.06-7.63), aspartate aminotransferase (β = 6.46; 95% CI, 0.28-12.6), direct bilirubin (β = 0.18; 95% CI, 0.01-0.35), and total bilirubin (β = 0.21; 95% CI, 0.03-0.39), compared with the highest quartile. CONCLUSIONS Lower blood magnesium level is associated with higher HCC risk and unfavorable liver biomarker changes. IMPACT If confirmed, our findings may potentially enable better identification of high-risk patients for HCC and inform better management strategies for liver cirrhosis.
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Affiliation(s)
- Xinyuan Zhang
- Channing Division of Network Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
| | - Longgang Zhao
- Channing Division of Network Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
| | - Qi Dai
- Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Tao Hou
- Department of Nutrition, Harvard T. H. Chan School of Public Health, Boston, MA, USA
| | | | - Michelle Lai
- Division of Gastroenterology and Hepatology, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Xuehong Zhang
- Channing Division of Network Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
- Department of Nutrition, Harvard T. H. Chan School of Public Health, Boston, MA, USA
- Yale University School of Nursing, Orange, CT, USA
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Zhang YF, Qiao W, Zhuang J, Feng H, Zhang Z, Zhang Y. Association of ultra-processed food intake with severe non-alcoholic fatty liver disease: a prospective study of 143073 UK Biobank participants. J Nutr Health Aging 2024; 28:100352. [PMID: 39340900 DOI: 10.1016/j.jnha.2024.100352] [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: 04/24/2024] [Revised: 08/21/2024] [Accepted: 08/28/2024] [Indexed: 09/30/2024]
Abstract
BACKGROUND Previous studies indicate a link between non-alcoholic fatty liver disease (NAFLD) and unhealthy dietary patterns or nutrient intake. However, it remains unclear whether ultra-processed foods (UPF) contribute to an increased risk of NAFLD. This study aimed to explore how ultra-processed food consumption correlates with severe NAFLD using the UK Biobank data. METHODS This prospective cohort study included 143,073 participants from the UK Biobank. UPF consumption levels were determined using the NOVA classification and quantified from 24-h dietary recall data. The association between UPF consumption and severe NAFLD (hospitalization or death) was initially examined using Cox proportional hazards models with intake quartiles. Nonlinear associations were investigated using penalized cubic splines fitted in the Cox proportional hazards models. Adjustments were made for general characteristics, sociodemographic factors, body mass index (BMI), and lifestyle. RESULTS Throughout the median follow-up period of 10.5 years, 1,445 participants developed severe NAFLD. The adjusted models indicated a significant increase in severe NAFLD risk in higher UPF intake groups compared to the lowest quartile (HR: 1.26 [95% CI: 1.11-1.43]). Subgroup analysis revealed that individuals with a BMI of 25 or higher were at greater risk in the highest quartile of UPF consumption. Sensitivity analyses yielded results consistent with these findings. CONCLUSION Higher consumption of UPF is associated with an increased risk of severe NAFLD. Reducing the intake of UPF can be a potential approach to lower the risk of NAFLD.
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Affiliation(s)
- Yi-Feng Zhang
- School of Public Health (Shenzhen), Sun Yat-sen University, Shenzhen, Guangdong, China
| | - Wanning Qiao
- School of Public Health (Shenzhen), Sun Yat-sen University, Shenzhen, Guangdong, China
| | - Jinhong Zhuang
- School of Public Health (Shenzhen), Sun Yat-sen University, Shenzhen, Guangdong, China
| | - Hanxiao Feng
- School of Public Health (Shenzhen), Sun Yat-sen University, Shenzhen, Guangdong, China
| | - Zhilan Zhang
- School of Public Health (Shenzhen), Sun Yat-sen University, Shenzhen, Guangdong, China
| | - Yang Zhang
- School of Public Health (Shenzhen), Sun Yat-sen University, Shenzhen, Guangdong, China; Guangdong Provincial Key Laboratory of Diabetology, Guangzhou Key Laboratory of Mechanistic and Translational Obesity Research, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, China.
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Allen AM, Younossi ZM, Diehl AM, Charlton MR, Lazarus JV. Envisioning how to advance the MASH field. Nat Rev Gastroenterol Hepatol 2024; 21:726-738. [PMID: 38834817 DOI: 10.1038/s41575-024-00938-9] [Citation(s) in RCA: 15] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/02/2024] [Indexed: 06/06/2024]
Abstract
Since 1980, the cumulative effort of scientists and health-care stakeholders has advanced the prerequisites to address metabolic dysfunction-associated steatotic liver disease (MASLD), a prevalent chronic non-communicable liver disease. This effort has led to, among others, the approval of the first drug specific for metabolic dysfunction-associated steatohepatitis (MASH; formerly known as nonalcoholic steatohepatitis). Despite substantial progress, MASLD is still a leading cause of advanced chronic liver disease, including primary liver cancer. This Perspective contextualizes the nomenclature change from nonalcoholic fatty liver disease to MASLD and proposes important considerations to accelerate further progress in the field, optimize patient-centric multidisciplinary care pathways, advance pharmacological, behavioural and diagnostic research, and address health disparities. Key regulatory and other steps necessary to optimize the approval and access to upcoming additional pharmacological therapeutic agents for MASH are also outlined. We conclude by calling for increased education and awareness, enhanced health system preparedness, and concerted action by policy-makers to further the public health and policy agenda to achieve at least parity with other non-communicable diseases and to aid in growing the community of practice to reduce the human and economic burden and end the public health threat of MASLD and MASH by 2030.
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Affiliation(s)
- Alina M Allen
- Division of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic, Rochester, MN, USA
| | - Zobair M Younossi
- Beatty Liver and Obesity Research Program, Inova Health System, Falls Church, VA, USA
- The Global NASH Council, Washington DC, USA
| | | | - Michael R Charlton
- Center for Liver Diseases, Department of Medicine, The University of Chicago, Chicago, IL, USA
| | - Jeffrey V Lazarus
- The Global NASH Council, Washington DC, USA.
- CUNY Graduate School of Public Health and Health Policy (CUNY SPH), New York, NY, USA.
- Barcelona Institute for Global Health (ISGlobal), Hospital Clínic, University of Barcelona, Barcelona, Spain.
- Faculty of Medicine and Health Sciences, University of Barcelona, Barcelona, Spain.
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Åström H, Shang Y, Hagström H, Wester A. Persons with metabolic dysfunction-associated steatotic liver disease are at increased risk of severe depression. Liver Int 2024; 44:2551-2563. [PMID: 38949395 DOI: 10.1111/liv.16019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Revised: 06/07/2024] [Accepted: 06/17/2024] [Indexed: 07/02/2024]
Abstract
BACKGROUND AND AIM Few population-based studies have investigated the association between metabolic dysfunction-associated steatotic liver disease (MASLD) and depression. Additionally, it remains unclear if depression affects progression to major adverse liver outcomes (MALO) in MASLD. METHODS All patients in Sweden with newly diagnosed MASLD between 2006 and 2020 were identified from the National Patient Register. Each patient was matched on age, sex, inclusion year, and municipality with up to 10 comparators from the general population. Cox regression was used to compare rates of severe depression in persons with MASLD to the comparators. In persons with MASLD, Cox regression was used to estimate rates of MALO using severe depression before baseline or diagnosed during follow-up as a time-varying exposure. RESULTS We included 11 301 persons with MASLD and 104 205 comparators who were followed for a median of 3.9 (IQR 1.5-7.6) and 4.9 years (IQR 2.3-8.7), respectively. The median age was 56 years and 5576 of 11 301 (49.3%) persons with MASLD were male. Incident severe depression developed in 228 of 11 301 (2.0%) persons with MASLD and 1160 of 104 205 (1.1%) comparators (fully adjusted hazard ratio [HR] = 1.8, 95% CI = 1.5-2.1). Of persons with MASLD, 25 of 1229 (2.0%) of those with severe depression before or after baseline progressed to MALO compared to 322 of 10 326 (3.1%) of those without severe depression (fully adjusted HR = 1.0, 95% CI = .6-1.5). CONCLUSIONS We confirm an association between MASLD and severe depression. However, no association between severe depression and incident MALO was found, but conclusions are limited by few observed outcomes.
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Affiliation(s)
- Hanne Åström
- Department of Medicine, Huddinge, Karolinska Institutet, Stockholm, Sweden
| | - Ying Shang
- Department of Medicine, Huddinge, Karolinska Institutet, Stockholm, Sweden
| | - Hannes Hagström
- Department of Medicine, Huddinge, Karolinska Institutet, Stockholm, Sweden
- Division of Hepatology, Department of Upper GI, Karolinska University Hospital, Stockholm, Sweden
| | - Axel Wester
- Department of Medicine, Huddinge, Karolinska Institutet, Stockholm, Sweden
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Kendall TJ, Chng E, Ren Y, Tai D, Ho G, Fallowfield JA. Outcome prediction in metabolic dysfunction-associated steatotic liver disease using stain-free digital pathological assessment. Liver Int 2024; 44:2511-2516. [PMID: 39109545 DOI: 10.1111/liv.16062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Revised: 07/23/2024] [Accepted: 07/27/2024] [Indexed: 10/10/2024]
Abstract
Computational quantification reduces observer-related variability in histological assessment of metabolic dysfunction-associated steatotic liver disease (MASLD). We undertook stain-free imaging using the SteatoSITE resource to generate tools directly predictive of clinical outcomes. Unstained liver biopsy sections (n = 452) were imaged using second-harmonic generation/two-photon excitation fluorescence (TPEF) microscopy, and all-cause mortality and hepatic decompensation indices constructed. The mortality index had greater predictive power for all-cause mortality (index >.14 vs. =.14, HR 4.49, p = .003) than the non-alcoholic steatohepatitis-Clinical Research Network (NASH-CRN) (hazard ratio (HR) 3.41, 95% confidence intervals (CI) 1.43-8.15, p = .003) and qFibrosis stage (HR 3.07, 95% CI 1.30-7.26, p = .007). The decompensation index had greater predictive power for decompensation events (index >.31 vs. =.31, HR 5.96, p < .001) than the NASH-CRN (HR 3.65, 95% CI 1.81-7.35, p < .001) or qFibrosis stage (HR 3.59, 95% CI 1.79-7.20, p < .001). These tools directly predict hard endpoints in MASLD, without relying on ordinal fibrosis scores as a surrogate, and demonstrate predictive value at least equivalent to traditional or computational ordinal fibrosis scores.
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Affiliation(s)
- Timothy J Kendall
- Centre for Inflammation Research, Institute for Regeneration and Repair, University of Edinburgh, Edinburgh, UK
- Edinburgh Pathology, University of Edinburgh, Edinburgh, UK
| | | | - Yayun Ren
- HistoIndex Pte Ltd, Singapore, Singapore
| | - Dean Tai
- HistoIndex Pte Ltd, Singapore, Singapore
| | - Gideon Ho
- HistoIndex Pte Ltd, Singapore, Singapore
| | - Jonathan A Fallowfield
- Centre for Inflammation Research, Institute for Regeneration and Repair, University of Edinburgh, Edinburgh, UK
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Männistö V, Salomaa V, Jula A, Lundqvist A, Männistö S, Perola M, Åberg F. ALT levels, alcohol use, and metabolic risk factors have prognostic relevance for liver-related outcomes in the general population. JHEP Rep 2024; 6:101172. [PMID: 39430577 PMCID: PMC11489338 DOI: 10.1016/j.jhepr.2024.101172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Revised: 07/16/2024] [Accepted: 07/18/2024] [Indexed: 10/22/2024] Open
Abstract
Background & Aims A new nomenclature and subclassification for steatotic liver disease (SLD) was recently introduced. We validated the prognostic value of SLD subclasses in a Finnish population-based cohort and explored the impact of metabolic risk factors and alcohol consumption on liver-related outcomes and death. Methods The study included 23,910 individuals (47% men, mean age 50.5 ± 14.0 years, BMI 27.0 ± 4.7 kg/m2) from the FINRISK and Health 2000 health examination surveys with healthcare registry linkage for severe liver-related outcomes and deaths. SLD was identified by alanine aminotransferase (ALT) levels >20 U/L in women and >30 U/L in men (primary analysis) or fatty liver index (FLI) ≥60 (sensitivity analysis). Results The prevalence of ALT-defined SLD was 43% (n = 10,380), with subclass rates of 34.5% for metabolic dysfunction-associated steatotic liver disease (MASLD), 4.2% for coexistent MASLD and alcohol-related liver disease (ALD) (i.e., MetALD), and 1.8% for ALD. During a median 13.3-year follow-up, we observed 129 liver-related events. MetALD and ALD increased the age- and sex-adjusted liver-related outcome risk by fourfold (HR 3.83, 95% CI 2.51-5.84, p <0.001) and eightfold (HR 7.90, 95% CI 5.16-12.30, p <0.001), respectively, compared with patients with MASLD. ALD was also associated with the highest risk for non-liver mortality. Metabolic risk factors were present in 93% and 96% of individuals with ALT-defined SLD and ALD, respectively. Alcohol use amplified the risk of liver-related outcomes in individuals with MASLD. Sensitivity analyses by the FLI were similar. Conclusion SLD is a significant public health concern. Nearly all ALD cases exhibit metabolic risk factors. Among ALT-defined SLD subclasses, ALD presents the highest risk for both liver-related and non-liver-related outcomes. Alcohol use increases the risk of liver-related outcomes in individuals with MASLD. Impact and implications This study provides important information for physicians, researchers, and patients, demonstrating that the new classification of steatotic liver disease (SLD) has prognostic relevance at the population level. Evaluating the SLD subclass for a patient helps in understanding the magnitude of the risk for liver- and non-liver-related outcomes. In particular, the risks are highest in those with alcohol-related liver disease (ALD), but also increased in individuals with coexisting metabolic dysfunction-associated steatotic liver disease (MASLD) and ALD (MetALD) when compared with those with MASLD. However, alcohol use increased the risk of liver-related outcomes also in individuals with MASLD, highlighting the importance of evaluating alcohol use in every patient with SLD. Nearly all individuals with ALD have metabolic risk factors, and it is important to treat these factors to improve the survival of these patients.
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Affiliation(s)
- Ville Männistö
- Institute of Clinical Medicine, University of Eastern Finland, Kuopio, Finland
- Department of Medicine, Kuopio University Hospital, Kuopio, Finland
| | | | - Antti Jula
- Finnish Institute for Health and Welfare, Finland
| | | | | | | | - Fredrik Åberg
- Transplantation and Liver Surgery, Helsinki University Hospital and University of Helsinki, Finland
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Schreiner AD, Zhang J, Moran WP, Koch DG, Marsden J, Livingston S, Bays C, Mauldin PD, Gebregziabher M. FIB-4 as a Time-varying Covariate and Its Association With Severe Liver Disease in Primary Care: A Time-dependent Cox Regression Analysis. J Clin Gastroenterol 2024; 58:917-922. [PMID: 37983873 PMCID: PMC11096263 DOI: 10.1097/mcg.0000000000001935] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Accepted: 10/02/2023] [Indexed: 11/22/2023]
Abstract
BACKGROUND AND GOALS The Fibrosis-4 Index (FIB-4) has demonstrated a strong association with severe liver disease (SLD) outcomes in primary care, but previous studies have only evaluated this relationship using 1 or 2 FIB-4 scores. In this study, we determined the association of FIB-4 as a time-varying covariate with SLD risk using time-dependent Cox regression models. STUDY This retrospective cohort study included primary care patients with at least 2 FIB-4 scores between 2012 and 2021. The outcome was the occurrence of an SLD event, a composite of cirrhosis, complications of cirrhosis, hepatocellular carcinoma, and liver transplantation. The primary predictor was FIB-4 advanced fibrosis risk, categorized as low-(<1.3), indeterminate-(1.3≤FIB to 4<2.67), and high-risk (≥2.67). FIB-4 scores were calculated and the index, last, and maximum FIB-4s were identified. Time-dependent Cox regression models were used to estimate hazard ratios (HR) and their corresponding 95% CI with adjustment for potentially confounding covariates. RESULTS In the cohort, 20,828 patients had a median of 5 (IQR: 3 to 11) FIB-4 scores each and 3% (n=667) suffered an SLD outcome during follow-up. Maximum FIB-4 scores were indeterminate-risk for 34% (7149) and high-risk for 24% (4971) of the sample, and 32% (6692) of patients had an increase in fibrosis risk category compared with their index value. The adjusted Cox regression model demonstrated an association between indeterminate- (hazard ratio 3.21; 95% CI 2.33-4.42) and high-risk (hazard ratio 20.36; 95% CI 15.03-27.57) FIB-4 scores with SLD outcomes. CONCLUSIONS Multiple FIB-4 values per patient are accessible in primary care, FIB-4 fibrosis risk assessments change over time, and high-risk FIB-4 scores (≥2.67) are strongly associated with severe liver disease outcomes when accounting for FIB-4 as a time-varying variable.
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Affiliation(s)
- Andrew D Schreiner
- Department of Medicine, Medical University of South Carolina, Charleston, SC
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC
| | - Jingwen Zhang
- Department of Medicine, Medical University of South Carolina, Charleston, SC
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC
| | - William P Moran
- Department of Medicine, Medical University of South Carolina, Charleston, SC
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC
| | - David G Koch
- Department of Medicine, Medical University of South Carolina, Charleston, SC
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC
| | - Justin Marsden
- Department of Medicine, Medical University of South Carolina, Charleston, SC
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC
| | - Sherry Livingston
- Department of Medicine, Medical University of South Carolina, Charleston, SC
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC
| | - Chloe Bays
- Department of Medicine, Medical University of South Carolina, Charleston, SC
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC
| | - Patrick D Mauldin
- Department of Medicine, Medical University of South Carolina, Charleston, SC
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC
| | - Mulugeta Gebregziabher
- Department of Medicine, Medical University of South Carolina, Charleston, SC
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC
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Danpanichkul P, Ng CH, Muthiah MD, Duangsonk K, Kongarin S, Srisurapanont K, Pingwang P, Songmueang N, Nonthasoot C, Manosroi W, Nathisuwan S, Li F, Yang JD, Chen VL, Kim D, Noureddin M, Huang DQ, Wijarnpreecha K. Metabolic Syndrome and Metabolic Dysfunction-Associated Steatotic Liver Disease in Premenopausal Women: Global Trends and Projections to 2040. Mayo Clin Proc 2024; 99:1615-1628. [PMID: 38551541 DOI: 10.1016/j.mayocp.2023.12.025] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Revised: 12/10/2023] [Accepted: 12/28/2023] [Indexed: 10/05/2024]
Abstract
OBJECTIVE To quantify the burden of metabolic dysfunction-associated steatotic liver disease (MASLD) and related metabolic disorders in premenopausal women. PATIENTS AND METHODS Between 2010 and 2019, global evaluations of prevalence, mortality, disability-adjusted life years (DALYs), and their age-standardized rate (ASR) were conducted for metabolic conditions such as MASLD, type 2 diabetes mellitus, dyslipidemia, hypertension (HTN), obesity, and polycystic ovarian syndrome. Subgroup assessments were conducted according to geographical regions and the sociodemographic index. The predictive models were established to estimate mortality and DALYs through 2040. RESULTS In 2019, the most significant ASR of deaths was found in HTN (11.37; 9.52 to 13.45), followed by obesity (10.49; 7.57 to 13.64). In contrast, the greatest ASR of DALYs was attributed to obesity (816.13; 581.41 to 1073.32), followed by HTN (634.73; 536.75 to 744.77). The mortality rates for dyslipidemia (-0.55%) and HTN (-0.72%) have been decreasing over time, but there has been an increase in obesity (+0.58%), type 2 diabetes mellitus (+0.85%), and MASLD (+0.51%). Lower sociodemographic index countries exhibit a higher disability-to-prevalence ratio. In 2040, obesity is predicted to cause the most deaths (+41.59% from 2019). CONCLUSION The escalating impact of metabolic syndrome, the rising trends in death rates linked to obesity, and the disparities based on region and socioeconomic status in premenopausal women underscore the alarming increase in the global burden of metabolic syndrome.
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Affiliation(s)
- Pojsakorn Danpanichkul
- Immunology Unit, Chiang Mai University, Chiang Mai, Thailand; Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand.
| | - Cheng Han Ng
- Division of Gastroenterology and Hepatology, Department of Medicine, National University Health System, Singapore
| | - Mark D Muthiah
- Division of Gastroenterology and Hepatology, Department of Medicine, National University Health System, Singapore; Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Kwanjit Duangsonk
- Department of Microbiology, Chiang Mai University, Chiang Mai, Thailand
| | | | | | | | | | | | - Worapaka Manosroi
- Division of Endocrinology, Department of Internal Medicine, Chiang Mai University, Chiang Mai, Thailand; Clinical Epidemiology and Clinical Statistics Center, Chiang Mai University, Chiang Mai, Thailand
| | - Surakit Nathisuwan
- Clinical Pharmacy Division, Department of Pharmacy, Faculty of Pharmacy, Mahidol University, Thailand
| | - Fang Li
- School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Ju Dong Yang
- Karsh Division of Gastroenterology and Hepatology, Comprehensive Transplant Center, and Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Vincent L Chen
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Donghee Kim
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Mazen Noureddin
- Houston Research Institute and Houston Methodist Hospital, Houston, TX, USA
| | - Daniel Q Huang
- Division of Gastroenterology and Hepatology, Department of Medicine, National University Health System, Singapore; Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Karn Wijarnpreecha
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Arizona College of Medicine, Phoenix, AZ, USA; Department of Internal Medicine, Banner University Medical Center, Phoenix, AZ, USA.
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Fishman JC, Qian C, Kim Y, Rochon H, Szabo SM, Sun R, Charlton M. Cost burden of cirrhosis and liver disease progression in metabolic dysfunction-associated steatohepatitis: A US cohort study. J Manag Care Spec Pharm 2024; 30:929-941. [PMID: 38845444 PMCID: PMC11365567 DOI: 10.18553/jmcp.2024.24069] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/31/2024]
Abstract
BACKGROUND Metabolic dysfunction-associated steatohepatitis (MASH), formerly nonalcoholic steatohepatitis, is characterized by fat accumulation and inflammation of the liver and may result in progression to cirrhosis and liver-related events. OBJECTIVE To characterize the impact of cirrhosis and progression to liver-related events on costs and health care resource use (HCRU) among MASH patients in the United States. METHODS The study cohort included patients with diagnosed nonalcoholic steatohepatitis (International Classification of Diseases, Tenth Revision, Clinical Modification code K75.81) in Optum's deidentified Clinformatics Data Mart Database (October 2015 to December 2022) and were stratified by baseline cirrhosis status. Among those without cirrhosis at baseline, patients were further stratified by status of progression to cirrhosis during follow-up. Total HCRU and costs per-person per-year (PPPY) were estimated and compared descriptively between the cohorts. In addition, gamma generalized linear models were used to compare costs PPPY between those with vs without cirrhosis at baseline, as well as with vs without progression during follow-up, while adjusting for baseline patient and disease characteristics. Annual costs per person were also longitudinally modeled using gamma generalized linear mixed models to understand longitudinal changes in costs PPPY while accounting for time correlations within individual patients. Lastly, a series of sensitivity analyses were conducted to assess the impact of study design features and clinical variations of total costs PPPY. RESULTS A total of 28,576 adults were included, and 9,157 (32.0%) had baseline cirrhosis; of the 19,419 without baseline cirrhosis, a total of 4,235 (21.8%) progressed over follow-up. Mean (SD) HCRU and costs PPPY were higher among patients with cirrhosis ($110,403 [$226,037]) than without ($28,340 [$61,472]; P < 0.01) and among those with progression ($58,128 [$102,626]) than without ($20,031 [$39,740]; P < 0.01). Costs remained significantly greater when adjusted for covariates, with a risk ratio (95% CI) of 1.99 (1.89-2.09) when comparing with vs without baseline cirrhosis and 2.28 (2.15-2.42) when comparing with vs without progression over follow-up. Costs increased with each subsequent year, to 21% by year 6 among those with cirrhosis at baseline and 49% among those without baseline cirrhosis who progressed. CONCLUSIONS The financial burden of MASH is substantial and significantly greater among those with cirrhosis or disease progression. Although patients without cirrhosis incur lower burden, the increase over time is greater and associated with progression. Therapies that slow progression may help alleviate the financial burden, and strategies are needed to identify patients with MASH at risk of progressing to cirrhosis.
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Affiliation(s)
| | | | - Yestle Kim
- Madrigal Pharmaceuticals, Inc., West Conshohocken, PA
| | | | | | - Rosie Sun
- Broadstreet HEOR, Vancouver, BC, Canada
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Danpanichkul P, Suparan K, Dutta P, Kaeosri C, Sukphutanan B, Pang Y, Kulthamrongsri N, Jaisa-Aad M, Ng CH, Teng M, Nakano M, Morishita A, Alkhouri N, Yang JD, Chen VL, Kim D, Fallon MB, Diaz LA, Arab JP, Mantzoros CS, Noureddin M, Lazarus JV, Wijarnpreecha K. Disparities in metabolic dysfunction-associated steatotic liver disease and cardiometabolic conditions in low and lower middle-income countries: a systematic analysis from the global burden of disease study 2019. Metabolism 2024; 158:155958. [PMID: 38942169 DOI: 10.1016/j.metabol.2024.155958] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Revised: 06/08/2024] [Accepted: 06/23/2024] [Indexed: 06/30/2024]
Abstract
OBJECTIVE Metabolic dysfunction-associated steatotic liver disease (MASLD) and cardiometabolic conditions affect populations across economic strata. Nevertheless, there are limited epidemiological studies addressing these diseases in low (LICs) and lower-middle-income countries (lower MICs). Therefore, an analysis of the trend of MASLD and cardiometabolic conditions in these countries is necessary. METHODS From 2000 to 2019, jointpoint regression analysis was employed to calculate the prevalence, mortality, and disability-adjusted life years (DALYs) for cardiometabolic conditions including MASLD, type 2 diabetes mellitus (T2DM), dyslipidemia (DLP), hypertension (HTN), obesity, peripheral artery disease (PAD), atrial fibrillation and flutter (AF/AFL), ischemic heart disease (IHD), stroke, and chronic kidney disease from HTN and T2DM, in LICs and lower MICs (according to the World Bank Classification 2019) using the Global Burden of Disease 2019 data. RESULTS Among the eleven cardiometabolic conditions, MASLD (533.65 million), T2DM (162.96 million), and IHD (76.81 million) had the highest prevalence in LICs and Lower MICs in 2019. MASLD represented the largest proportion of global prevalence in these countries (43 %). From 2000 to 2019, mortality in LICs and lower MICs increased in all cardiometabolic conditions, with obesity-related mortality having the highest increase (+134 %). During this timeframe, there were increased age-standardized death rates (ASDR) from obesity, PAD, and AF/AFL. From all conditions, the DALYs-to-prevalence ratio was higher in LICs and lower MICs than the global average. CONCLUSION The burden of MASLD and cardiometabolic conditions is increasing worldwide, with LICs and lower MICs experiencing higher (DALYs) disability per prevalence. As these conditions are preventable, counteracting these trends requires not only the modification of ongoing actions but also the strategizing of immediate interventions.
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Affiliation(s)
- Pojsakorn Danpanichkul
- Department of Internal Medicine, Texas Tech University Health Sciences Center, Lubbock, TX, USA.
| | - Kanokphong Suparan
- Immunology Unit, Department of Microbiology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Priyata Dutta
- Department of Internal Medicine, Trinity Health, Ann Arbor, MI, USA
| | | | | | - Yanfang Pang
- Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, Guangxi 533000, China; National Immunological Laboratory of Traditional Chinese Medicine, Baise, Guangxi 533000, China; Key Laboratory of Research on Clinical Molecular Diagnosis for High Incidence Diseases in Western Guangxi, Baise, Guangxi 533000, China; Department of Microbiology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Narathorn Kulthamrongsri
- Department of Internal Medicine, John A. Burns School of Medicine, University of Hawai'i, Honolulu, Hawaii, USA
| | | | - Cheng Han Ng
- Department of Medicine, Kurume University School of Medicine, Kurume, Japan
| | - Margaret Teng
- Division of Gastroenterology and Hepatology, Department of Medicine, National University Health System, Singapore
| | - Masahito Nakano
- Department of Medicine, Kurume University School of Medicine, Kurume, Japan
| | - Asahiro Morishita
- Department of Gastroenterology and Neurology, Kagawa University, Kita-gun, Kagawa 761-0793, Japan
| | - Naim Alkhouri
- Department of Hepatology, Arizona Liver Health, Chandler, AZ, USA
| | - Ju Dong Yang
- Karsh Division of Gastroenterology and Hepatology, Comprehensive Transplant Center, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Vincent L Chen
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Donghee Kim
- Division of Gastroenterology and Hepatology, Stanford University School of Medicine, Stanford, CA, USA
| | - Michael B Fallon
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Arizona College of Medicine, Phoenix, AZ, USA; Department of Internal Medicine, Banner University Medical Center, Phoenix, AZ, USA
| | - Luis Antonio Diaz
- Departamento de Gastroenterologia, Escuela de Medicina, Pontificia Universidad Catolica de Chile, Santiago, Chile; Observatorio Multicéntrico de Enfermedades Gastrointestinales, OMEGA, Santiago, Chile; MASLD Research Center, Division of Gastroenterology and Hepatology, University of California San Diego, San Diego, CA, USA; The Global NASH Council, Washington, DC, USA
| | - Juan Pablo Arab
- Departamento de Gastroenterologia, Escuela de Medicina, Pontificia Universidad Catolica de Chile, Santiago, Chile; Observatorio Multicéntrico de Enfermedades Gastrointestinales, OMEGA, Santiago, Chile; Division of Gastroenterology, Hepatology, and Nutrition, Department of Internal Medicine, Virginia Commonwealth University School of Medicine, Richmond, VA, USA
| | - Christos S Mantzoros
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA; Department of Medicine, Boston VA Healthcare System, Boston, MA, USA
| | - Mazen Noureddin
- Houston Research Institute and Houston Methodist Hospital, Houston, TX, USA
| | - Jeffrey V Lazarus
- The Global NASH Council, Washington, DC, USA; CUNY Graduate School of Public Health and Health Policy (CUNY SPH), New York, NY, USA; Faculty of Medicine and Health Sciences, University of Barcelona, Barcelona, Spain; Barcelona Institute for Global Health (ISGlobal), Hospital Clínic, University of Barcelona, Barcelona, Spain
| | - Karn Wijarnpreecha
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Arizona College of Medicine, Phoenix, AZ, USA; Department of Internal Medicine, Banner University Medical Center, Phoenix, AZ, USA; BIO5 Institute, University of Arizona College of Medicine-Phoenix, Phoenix, AZ, USA.
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Lundberg Båve A, von Seth E, Ingre M, Nordenvall C, Bergquist A. Autoimmune diseases in primary sclerosing cholangitis and their first-degree relatives. Hepatology 2024; 80:527-535. [PMID: 38441983 DOI: 10.1097/hep.0000000000000823] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/11/2023] [Accepted: 02/14/2024] [Indexed: 03/07/2024]
Abstract
BACKGROUND AND AIMS Primary sclerosing cholangitis (PSC) is linked to inflammatory bowel disease (IBD). However, there is limited overlap between IBD and PSC risk genes, but a stronger association between PSC and other autoimmune conditions. We aimed to assess the coexistence and familial association of autoimmune disorders in PSC, and the influence of autoimmune comorbidity on severe outcomes. APPROACH AND RESULTS In a matched cohort study, 1378 individuals with PSC and 13,549 general population comparators and their first-degree relatives were evaluated. National registries provided data on diagnoses and outcomes (liver transplantation, hepatobiliary cancer, and liver-related death). The OR of autoimmune disease was estimated by logistic regression. The Fine and Gray competing risk regression estimated HRs for severe outcomes. The prevalence of non-IBD, non-autoimmune hepatitis, and autoimmune disease was 18% in PSC and 11% in comparators, OR: 1.77 (95% CI: 1.53-2.05). Highest odds were seen for celiac disease [OR: 4.36 (95% CI: 2.44-7.49)], sarcoidosis [OR: 2.74 (95% CI: 1.29-5.33)], diabetes type 1 [OR: 2.91 (95% CI: 2.05-4.05)], and autoimmune skin disease [OR: 2.15 (95% CI: 1.52-2.96)]. First-degree relatives of individuals with PSC had higher odds of developing IBD, autoimmune hepatitis, and any autoimmune disease than relatives of the comparators [OR: 3.25 (95% CI: 2.68-3.91); OR: 5.94 (95% CI: 2.82-12.02); OR: 1.34 (95% CI: 1.19-1.50)]. Autoimmune comorbidity in PSC was not associated with poorer outcomes [HR: 0.96 (95% CI: 0.71-1.28)]. CONCLUSIONS Individuals with PSC and their first-degree relatives had higher odds of autoimmune disease compared to matched comparators. This finding provides validation for prior genetic discoveries at a phenotypic level. Autoimmune comorbidity did not impact severe outcomes.
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Affiliation(s)
- Aiva Lundberg Båve
- Department of Medicine Huddinge, Karolinska Institutet, Huddinge, Stockholm, Sweden
- Department of Upper GI Disease, Division of Hepatology, Karolinska University Hospital, Stockholm, Sweden
| | - Erik von Seth
- Department of Medicine Huddinge, Karolinska Institutet, Huddinge, Stockholm, Sweden
- Department of Upper GI Disease, Division of Hepatology, Karolinska University Hospital, Stockholm, Sweden
| | - Michael Ingre
- Department of Medicine Huddinge, Karolinska Institutet, Huddinge, Stockholm, Sweden
- Department of Upper GI Disease, Division of Hepatology, Karolinska University Hospital, Stockholm, Sweden
| | - Caroline Nordenvall
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
- Department of Pelvic Cancer, Karolinska University Hospital, Stockholm, Sweden
| | - Annika Bergquist
- Department of Medicine Huddinge, Karolinska Institutet, Huddinge, Stockholm, Sweden
- Department of Upper GI Disease, Division of Hepatology, Karolinska University Hospital, Stockholm, Sweden
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Drozdov I, Szubert B, Rowe IA, Kendall TJ, Fallowfield JA. Accurate prediction of all-cause mortality in patients with metabolic dysfunction-associated steatotic liver disease using electronic health records. Ann Hepatol 2024; 29:101528. [PMID: 38971372 DOI: 10.1016/j.aohep.2024.101528] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Accepted: 06/13/2024] [Indexed: 07/08/2024]
Abstract
INTRODUCTION AND OBJECTIVES Despite the huge clinical burden of MASLD, validated tools for early risk stratification are lacking, and heterogeneous disease expression and a highly variable rate of progression to clinical outcomes result in prognostic uncertainty. We aimed to investigate longitudinal electronic health record-based outcome prediction in MASLD using a state-of-the-art machine learning model. PATIENTS AND METHODS n = 940 patients with histologically-defined MASLD were used to develop a deep-learning model for all-cause mortality prediction. Patient timelines, spanning 12 years, were fully-annotated with demographic/clinical characteristics, ICD-9 and -10 codes, blood test results, prescribing data, and secondary care activity. A Transformer neural network (TNN) was trained to output concomitant probabilities of 12-, 24-, and 36-month all-cause mortality. In-sample performance was assessed using 5-fold cross-validation. Out-of-sample performance was assessed in an independent set of n = 528 MASLD patients. RESULTS In-sample model performance achieved AUROC curve 0.74-0.90 (95 % CI: 0.72-0.94), sensitivity 64 %-82 %, specificity 75 %-92 % and Positive Predictive Value (PPV) 94 %-98 %. Out-of-sample model validation had AUROC 0.70-0.86 (95 % CI: 0.67-0.90), sensitivity 69 %-70 %, specificity 96 %-97 % and PPV 75 %-77 %. Key predictive factors, identified using coefficients of determination, were age, presence of type 2 diabetes, and history of hospital admissions with length of stay >14 days. CONCLUSIONS A TNN, applied to routinely-collected longitudinal electronic health records, achieved good performance in prediction of 12-, 24-, and 36-month all-cause mortality in patients with MASLD. Extrapolation of our technique to population-level data will enable scalable and accurate risk stratification to identify people most likely to benefit from anticipatory health care and personalized interventions.
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Affiliation(s)
| | | | - Ian A Rowe
- Leeds Institute of Medical Research, University of Leeds, UK; Leeds Liver Unit, St James's University Hospital, Leeds Teaching Hospitals, UK
| | - Timothy J Kendall
- Edinburgh Pathology, University of Edinburgh, Edinburgh, UK; Centre for Inflammation Research, Institute for Regeneration and Repair, University of Edinburgh, Edinburgh, UK
| | - Jonathan A Fallowfield
- Centre for Inflammation Research, Institute for Regeneration and Repair, University of Edinburgh, Edinburgh, UK.
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