1
|
Singh P, Singh R, Pasricha C, Kumari P. Navigating liver health with metabolomics: A comprehensive review. Clin Chim Acta 2025; 566:120038. [PMID: 39536895 DOI: 10.1016/j.cca.2024.120038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2024] [Revised: 11/06/2024] [Accepted: 11/10/2024] [Indexed: 11/16/2024]
Abstract
Non-alcoholic fatty liver disease (NAFLD) is the main cause of chronic liver disease worldwide, affecting one-fourth of the world's population. With more than half of the world's population, the Asia-Pacific region contributed 62.6 % of liver-related fatal incidents in 2015. Currently, liver imaging techniques such as computed tomography (CT), nuclear magnetic resonance (NMR) spectroscopy, and ultrasound are non-invasive imaging methods to diagnose the disease. A liver biopsy is the gold standard test for establishing the definite diagnosis of non-alcoholic steatohepatitis (NASH). However, there are still significant problems with sample variability and the procedure's invasiveness. Numerous studies have indicated various non-invasive biomarkers for both fibrosis and steatosis to counter the invasiveness of diagnostic procedures. Metabolomics could be a promising method for detecting early liver diseases, investigating pathophysiology, and developing drugs. Metabolomics, when utilized with other omics technologies, can result in a deeper understanding of biological systems. Metabolomics has emerged as a prominent research topic, offering extensive opportunities to investigate biomarkers for liver diseases that are both sensitive and specific. In this review, we have described the recent studies involving the use of a metabolomics approach in the diagnosis of liver diseases, which would be beneficial for the early detection and treatment of liver diseases.
Collapse
Affiliation(s)
- Preetpal Singh
- Chitkara College of Pharmacy, Chitkara University, Punjab, India
| | - Ravinder Singh
- Chitkara College of Pharmacy, Chitkara University, Punjab, India.
| | - Chirag Pasricha
- Chitkara College of Pharmacy, Chitkara University, Punjab, India
| | - Pratima Kumari
- Chitkara College of Pharmacy, Chitkara University, Punjab, India
| |
Collapse
|
2
|
Chung NT, Hsu CY, Shih NC, Wu JJ. Elevated concurrent carotid atherosclerosis rates in patients with metabolic dysfunction-associated fatty liver disease (MAFLD) compared to non-alcoholic fatty liver disease (NAFLD): A cross-sectional observational study. Nutr Metab Cardiovasc Dis 2025; 35:103767. [PMID: 39561692 DOI: 10.1016/j.numecd.2024.10.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2024] [Revised: 09/30/2024] [Accepted: 10/05/2024] [Indexed: 11/21/2024]
Abstract
BACKGROUND AND AIM Non-alcoholic fatty liver disease (NAFLD) has been recognized as an independent risk factor for atherosclerotic cardiovascular disease. Recently, there has been a shift towards diagnosing metabolic dysfunction-associated fatty liver disease (MAFLD), offering simplified criteria and improved risk assessment. However, the association between MAFLD and carotid atherosclerosis remains poorly understood. METHODS AND RESULTS The study analyzed the association of concurrent carotid atherosclerosis between NAFLD and MAFLD patients with a retrospective cohort design. The study enrolled participants who underwent abdominal and carotid artery ultrasounds from a medical center in Taiwan. NAFLD and MAFLD were diagnosed based on imaging and specific criteria. Associations between NAFLD, MAFLD, and carotid atherosclerosis were analyzed using logistic regression. Among 11,194 participants, 57.1 % were diagnosed with fatty liver disease, among which the NAFLD-MAFLD group comprised 4689 individuals, with 900 in the NAFLD-only group and 669 in the MAFLD-only group. Significant demographic and clinical differences were observed between groups. Logistic regression showed that the MAFLD-NAFLD group and MAFLD-only group had significantly higher odds of concomitant carotid atherosclerosis. Among MAFLD patients, 65.5 % had concurrent carotid arteriosclerosis with an odds ratio of 2.35 compared to non-MAFLD patients. The odds ratios for variables in MAFLD patients, such as diabetes mellitus, Fibrosis-4(FIB-4), number of FIB-4 > 1.3, and number of NAFLD fibrosis score > -1.455 were all greater than 2. CONCLUSIONS MAFLD is associated with a higher prevalence of carotid atherosclerosis, compared to NAFLD. This suggests that MAFLD may serve as a significant risk factor for cardiovascular complications.
Collapse
Affiliation(s)
- Nien-Ting Chung
- Department of Family Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Chiann-Yi Hsu
- Biostatistics Group, Department of Medical Research, Taichung Veterans General Hospital, Taiwan
| | - Nai-Chen Shih
- Department of Family Medicine, Taichung Veterans General Hospital, Taichung, Taiwan; Institute of Medicine, Chung Shan Medical University, Taichung, Taiwan
| | - Jia-Jyun Wu
- Department of Family Medicine, Taichung Veterans General Hospital, Taichung, Taiwan; Institute of Health Policy and Management, National Taiwan University, Taipei, Taiwan.
| |
Collapse
|
3
|
Chen VL, Morgan TR, Rotman Y, Patton HM, Cusi K, Kanwal F, Kim WR. Resmetirom therapy for metabolic dysfunction-associated steatotic liver disease: October 2024 updates to AASLD Practice Guidance. Hepatology 2025; 81:312-320. [PMID: 39422487 DOI: 10.1097/hep.0000000000001112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2024] [Accepted: 09/25/2024] [Indexed: 10/19/2024]
Affiliation(s)
- Vincent L Chen
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Timothy R Morgan
- Division of Gastroenterology, University of California Irvine, Irvine, CA, USA
- VA Long Beach Healthcare System, Long Beach, CA, USA
| | - Yaron Rotman
- Liver and Energy Metabolism Section, Liver Diseases Branch, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Heather M Patton
- Division of Gastroenterology and Hepatology, University of California San Diego, San Diego, CA, USA
- VA San Diego Healthcare System, San Diego, CA, USA
| | - Kenneth Cusi
- Division of Endocrinology, Diabetes, and Metabolism, University of Florida, Gainesville, FL, USA
| | - Fasiha Kanwal
- Section of Gastroenterology and Hepatology, Department of Medicine, Baylor College of Medicine, Houston, TX, USA
- VA Health Services Research and Development Service, Center for Innovations in Quality, Effectiveness, and Safety, Houston, TX, USA
- Michael E. DeBakey VA Medical Center, Houston, TX, USA
| | - W Ray Kim
- Division of Gastroenterology and Hepatology, Mayo Clinic Arizona, Phoenix, AZ, USA
| |
Collapse
|
4
|
Liu C, Xin Y, Huang Y, Xu L, Zhou R, Wang Y, Wang W. Reduction of Hepatic Fat Content by Dulaglutide for the Treatment of Diabetes Mellitus: A Two-Centre Open, Single-Arm Trial. Endocrinol Diabetes Metab 2025; 8:e70021. [PMID: 39718468 DOI: 10.1002/edm2.70021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2024] [Revised: 10/07/2024] [Accepted: 11/06/2024] [Indexed: 12/25/2024] Open
Abstract
BACKGROUND With the elevated level of NAFLD prevalence, the incidence of diabetes, hypertension, metabolic syndrome and other diseases is also significantly elevated. GLP-1RA can exert weight loss, glucose-lowering effects and various nonglycaemic effects. However, the relationship between quantitative reduction in hepatic fat content and improvement of pancreatic islet function by GLP-1RA is unclear. METHODS This trial was a single-arm open cohort study. A total of 38 patients with T2DM and NAFLD were enrolled in the GLP-1RA treatment group. The included patients were tested for biochemical and blood glucose levels, adiponectin and FGF21 levels, and liver fat content was measured using MRI. Measure the above indicators again after at least 3 months of GLP-1RA treatment. Divided into Q1 (average decrease of 0.37%) and Q2 (average decrease of 8.6%) groups based on the degree of reduction in liver fat content. RESULTS Q2 group showed an average reduction in liver fat content of 8.6%, a decrease in glycated haemoglobin of 18.17%, a weight loss of 7.29% and an increase in fasting c-peptide release by 1.03%, 1-h and 2-h postprandial c-peptide release by 28.86% and 18.28% respectively. In contrast, Q1 group had an average reduction in liver fat content of 0.37%, a decrease in glycated haemoglobin of only 6.53%, a weight loss of 3.41%, a decrease in fasting c-peptide release by 1.91% and an increase in 1-h and 2-h postprandial c-peptide release by 19.18% and 11.66% respectively. CONCLUSION Reduction in liver fat content effectively improves pancreatic islet function secretion, particularly postprandial c-peptide secretion, especially in the first hour after a meal. This improvement leads to a decrease in glycated haemoglobin levels and promotes better compliance with blood glucose control.
Collapse
Affiliation(s)
- Chuanfeng Liu
- Department of Hematology, Affiliated Hospital of Qingdao University, Qingdao, China
| | - Yu Xin
- Department of Endocrinology and Metabolic Diseases, Jiaozuo People's Hospital, Jiaozuo, China
- Department of Endocrinology and Metabolic Diseases, Affiliated Hospital of Qingdao University, Qingdao, China
| | - Yajing Huang
- Department of Endocrinology and Metabolic Diseases, Affiliated Hospital of Qingdao University, Qingdao, China
| | - Lili Xu
- Department of Endocrinology and Metabolic Diseases, Affiliated Hospital of Qingdao University, Qingdao, China
| | - Ruizhi Zhou
- Department of Radiology, Affiliated Hospital of Qingdao University, Qingdao, China
| | - Yangang Wang
- Department of Endocrinology and Metabolic Diseases, Affiliated Hospital of Qingdao University, Qingdao, China
| | - Wei Wang
- Department of Hematology, Affiliated Hospital of Qingdao University, Qingdao, China
| |
Collapse
|
5
|
Gries JJ, Lazarus JV, Brennan PN, Siddiqui MS, Targher G, Lang CC, Virani SS, Lavie CJ, Isaacs S, Arab JP, Cusi K, Krittanawong C. Interdisciplinary perspectives on the co-management of metabolic dysfunction-associated steatotic liver disease and coronary artery disease. Lancet Gastroenterol Hepatol 2025; 10:82-94. [PMID: 39674228 DOI: 10.1016/s2468-1253(24)00310-8] [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] [Received: 07/25/2024] [Revised: 09/11/2024] [Accepted: 09/12/2024] [Indexed: 12/16/2024]
Abstract
Metabolic dysfunction-associated steatotic liver disease (MASLD) has emerged as a public health threat as it affects approximately 38% of the adult population worldwide, with its prevalence rising in step with that of obesity and type 2 diabetes. Beyond the implications of MASLD for liver health, it is also associated with cardiovascular and vascular dysfunction. Although the many shared risk factors and common metabolic milieu might indicate that cardiovascular disease and MASLD are discrete outcomes from common systemic pathogeneses, a growing body of evidence has identified a potential causal relationship between MASLD and coronary artery disease, which is the leading cause of morbidity and mortality in people with MASLD and all-cause mortality worldwide. This Review takes an interdisciplinary approach, drawing on hepatology, cardiology, endocrinology, and metabolic and internal medicine specialists to help to delineate the intricate interplay between MASLD and coronary artery disease. It sheds light on novel opportunities for targeted interventions and personalised management strategies.
Collapse
Affiliation(s)
- Jacob J Gries
- Department of Internal Medicine, Geisinger Medical Center, Danville, PA, USA
| | - Jeffrey V Lazarus
- CUNY Graduate School of Public Health and Health Policy, New York, NY, USA; Barcelona Institute for Global Health, Hospital Clinic, University of Barcelona, Barcelona, Spain
| | - Paul N Brennan
- Division of Molecular and Clinical Medicine, School of Medicine, Ninewells Hospital & Medical School, University of Dundee, Dundee, UK
| | - Mohammad S Siddiqui
- Division of Gastroenterology, Hepatology, and Nutrition, Virginia Commonwealth University, Richmond, VA, USA
| | - Giovanni Targher
- Metabolic Diseases Research Unit, IRCCS Sacro Cuore Don Calabria Hospital, Negrar di Valpolicella (VR), Italy
| | - Chim C Lang
- Division of Molecular and Clinical Medicine, School of Medicine, Ninewells Hospital & Medical School, University of Dundee, Dundee, UK; Faculty of Medicine, National University of Malaysia, Kuala Lumpur, Malaysia
| | - Salim S Virani
- The Aga Khan University, Karachi, Pakistan; Section of Cardiology and Cardiovascular Research, Department of Medicine, Baylor College of Medicine, Houston, TX, USA
| | - Carl J Lavie
- John Ochsner Heart and Vascular Institute, Ochsner Clinical School, New Orleans, LA, USA
| | - Scott Isaacs
- Division of Endocrinology, Metabolism, and Lipids, Emory University School of Medicine, Atlanta, GA, USA
| | - Juan Pablo Arab
- Division of Gastroenterology, Hepatology, and Nutrition, Virginia Commonwealth University, Richmond, VA, USA; Department of Gastroenterology, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Kenneth Cusi
- Division of Endocrinology, Diabetes and Metabolism, The University of Florida, Gainesville, FL, USA
| | | |
Collapse
|
6
|
Hobeika C, Ronot M, Guiu B, Ferraioli G, Iijima H, Tada T, Lee DH, Kuroda H, Lee YH, Lee JM, Kim SY, Cassinotto C, Maiocchi L, Raimondi A, Nishimura T, Kumada T, Kwon EY, Jang JK, Correas JM, Valla D, Vilgrain V, Dioguardi Burgio M. Ultrasound-based steatosis grading system using 2D-attenuation imaging: An individual patient data meta-analysis with external validation. Hepatology 2025; 81:212-227. [PMID: 38652643 DOI: 10.1097/hep.0000000000000895] [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: 12/01/2023] [Accepted: 03/07/2024] [Indexed: 04/25/2024]
Abstract
BACKGROUND AND AIMS Noninvasive tools assessing steatosis, such as ultrasonography-based 2D-attenuation imaging (ATI), are needed to tackle the worldwide burden of steatotic liver disease. This one-stage individual patient data (IPD) meta-analysis aimed to create an ATI-based steatosis grading system. APPROACH AND RESULTS A systematic review (EMBASE + MEDLINE, 2018-2022) identified studies, including patients with histologically or magnetic resonance imaging proton-density fat fraction (MRI-PDFF)-verified ATI for grading steatosis (S0 to S3). One-stage IPD meta-analyses were conducted using generalized mixed models with a random study-specific intercept. Created ATI-based steatosis grading system (aS0 to aS3) was externally validated on a prospective cohort of patients with type 2 diabetes and metabolic dysfunction-associated steatotic liver disease (n=174, histologically and MRI-PDFF-verified steatosis). Eleven enrolled studies included 1374 patients, classified into S0, S1, S2, and S3 in 45.4%, 35.0%, 9.3%, and 10.3% of the cases. ATI was correlated with histological steatosis ( r = 0.60; 95% CI: 0.52, 0.67; p < 0.001) and MRI-PDFF ( r = 0.70; 95% CI: 0.66, 0.73; p < 0.001) but not with liver stiffness ( r = 0.03; 95% CI: -0.04, 0.11, p = 0.343). Steatosis grade was an independent factor associated with ATI (coefficient: 0.24; 95% CI: [0.22, 0.26]; p < 0.001). ATI marginal means within S0, S1, S2, and S3 subpopulations were 0.59 (95% CI: [0.58, 0.61]), 0.69 (95% CI [0.67, 0.71]), 0.78 (95% CI: [0.76, 0.81]), and 0.85 (95% CI: [0.83, 0.88]) dB/cm/MHz; all contrasts between grades were significant ( p < 0.0001). Three ATI thresholds were calibrated to create a new ATI-based steatosis grading system (aS0 to aS3, cutoffs: 0.66, 0.73, and 0.81 dB/cm/MHz). Its external validation showed Obuchowski measures of 0.84 ± 0.02 and 0.82 ± 0.02 with histologically based and MRI-PDFF-based references. CONCLUSIONS ATI is a reliable, noninvasive marker of steatosis. This validated ATI-based steatosis grading system could be valuable in assessing patients with metabolic dysfunction-associated steatotic liver disease.
Collapse
Affiliation(s)
- Christian Hobeika
- Department of HPB Surgery and Liver Transplantation, AP-HP, Hôpital Beaujon, Clichy, France
- Université Paris Cité, Inserm, CArcinose Péritoine Paris-Technologies, Paris, France
- Ajmera Transplant Centre, Toronto General Hospital, University Health Network, Toronto, Ontario, Canada
| | - Maxime Ronot
- Department of Radiology, Hôpital Beaujon, AP-HP.Nord, Clichy, France
- Université Paris Cité, Inserm, Centre de recherche sur l'inflammation, Paris, France
| | - Boris Guiu
- Department of Radiology, St-Eloi University Hospital, Montpellier, France
| | - Giovanna Ferraioli
- Dipartimento di Scienze Clinico-Chirurgiche, Diagnostiche e Pediatriche, University of Pavia, Pavia, Italy
| | - Hiroko Iijima
- Department of Internal Medicine, Division of Gastroenterology and Hepatology, Hyogo Medical University, Hyogo, Japan
| | - Toshifumi Tada
- Department of Internal Medicine, Japanese Red Cross Society Himeji Hospital, Hyogo, Japan
| | - Dong Ho Lee
- Department of Radiology, Seoul National University Hospital, Seoul, Republic of Korea
| | - Hidekatsu Kuroda
- Department of Internal Medicine, Division of Gastroenterology and Hepatology, Iwate Medical University, Iwate, Japan
| | - Young Hwan Lee
- Department of Radiology, Wonkwang University School of Medicine and Hospital, Iksan, Korea
| | - Jeong Min Lee
- Department of Radiology, Seoul National University Hospital and Seoul National University College of Medicine, Seoul, Korea
| | - So Yeon Kim
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | | | - Laura Maiocchi
- Ultrasound Unit, Dipartimento Servizi Diagnostici e per Immagini Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Ambra Raimondi
- Dipartimento di Scienze Clinico-Chirurgiche, Diagnostiche e Pediatriche, University of Pavia, Pavia, Italy
- Ultrasound Unit, Dipartimento Servizi Diagnostici e per Immagini Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Takashi Nishimura
- Department of Internal Medicine, Division of Gastroenterology and Hepatology, Hyogo Medical University, Hyogo, Japan
| | - Takashi Kumada
- Department of Nursing, Gifu Kyoritsu University, Gifu, Japan
| | - Eun Young Kwon
- Department of Radiology, Wonkwang University School of Medicine and Hospital, Iksan, Korea
| | - Jong Keon Jang
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Jean-Michel Correas
- AP-HP, Hôpital Necker Enfants Malades, Service d'Imagerie Adulte, Paris, France
- Sorbonne Université, CNRS, INSERM Laboratoire d'Imagerie Biomédicale, Paris, France
| | - Dominique Valla
- Université Paris Cité, Inserm, Centre de recherche sur l'inflammation, Paris, France
- Service d'hépatologie, Hôpital Beaujon, Clichy, France
| | - Valérie Vilgrain
- Department of Radiology, Hôpital Beaujon, AP-HP.Nord, Clichy, France
- Université Paris Cité, Inserm, Centre de recherche sur l'inflammation, Paris, France
| | - Marco Dioguardi Burgio
- Department of Radiology, Hôpital Beaujon, AP-HP.Nord, Clichy, France
- Université Paris Cité, Inserm, Centre de recherche sur l'inflammation, Paris, France
| |
Collapse
|
7
|
ElSayed NA, McCoy RG, Aleppo G, Bajaj M, Balapattabi K, Beverly EA, Briggs Early K, Bruemmer D, Cusi K, Echouffo-Tcheugui JB, Ekhlaspour L, Fleming TK, Garg R, Khunti K, Lal R, Levin SR, Lingvay I, Matfin G, Napoli N, Pandya N, Parish SJ, Pekas EJ, Pilla SJ, Pirih FQ, Polsky S, Segal AR, Jeffrie Seley J, Stanton RC, Verduzco-Gutierrez M, Younossi ZM, Bannuru RR. 4. Comprehensive Medical Evaluation and Assessment of Comorbidities: Standards of Care in Diabetes-2025. Diabetes Care 2025; 48:S59-S85. [PMID: 39651988 PMCID: PMC11635044 DOI: 10.2337/dc25-s004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2024]
|
8
|
Mirijello A, Pacilli G, Siena A, Mangiacotti A, D'Errico MM, Dilalla D, Lamacchia O, Fontana A, Copetti M, Piscitelli P, Targher G, De Cosmo SA. The Fibrosis-4 index predicts all-cause mortality in a cohort of patients at high cardiovascular risk partly through glomerular filtration rate reduction. Nutr Metab Cardiovasc Dis 2025; 35:103768. [PMID: 39561690 DOI: 10.1016/j.numecd.2024.10.007] [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: 08/20/2024] [Revised: 09/21/2024] [Accepted: 10/07/2024] [Indexed: 11/21/2024]
Abstract
BACKGROUND AND AIM Fibrosis-4 (FIB-4) index is a widely used test for non-invasively assessing liver fibrosis. We aimed to investigate the association between FIB-4 index and risk of all-cause mortality in patients at high cardiovascular (CV) risk and to determine whether coexisting renal dysfunction mediates this association. METHODS AND RESULTS Single-center prospective study of 994 patients with established or suspected coronary artery disease undergoing coronary angiography, followed for a median of 44 months. Mortality data were obtained through the Italian Health Card Database. At baseline, the median FIB-4 index was greater in deceased vs. alive patients (1.71 vs. 1.38, p < 0.001) and in those with reduced eGFR than in those with normal eGFR (1.65 vs. 1.37, p < 0.001). For each unit increase in the baseline log-FIB-4 index, the risk of all-cause mortality sharply increased during the follow-up (hazard ratio [HR] 2.31, 95%CI 1.31-4.08, p = 0.004). Similarly, assuming the lowest baseline FIB-4 risk category as the reference, the risk of all-cause mortality progressively increased across the indeterminate (HR 1.82, 95%CI 1.18-2.82, p = 0.007) and the highest baseline FIB-4 risk categories (HR 2.33, 95%CI 1.37-3.97; p = 0.002). A causal mediation analysis showed that about one-third of the effect of FIB-4 index on mortality risk was mediated by reduced eGFR (32.8 %, p = 0.01). CONCLUSIONS Increased FIB-4 index predicts the long-term risk of all-cause mortality in patients at high CV risk, and this risk is, at least in part, mediated by reduced eGFR. Further prospective studies are needed to confirm these findings.
Collapse
Affiliation(s)
- Antonio Mirijello
- Unit of Internal Medicine, Fondazione IRCCS Casa Sollievo Della Sofferenza, 71013, San Giovanni Rotondo, Italy.
| | - Gabriella Pacilli
- Unit of Internal Medicine, Fondazione IRCCS Casa Sollievo Della Sofferenza, 71013, San Giovanni Rotondo, Italy
| | - Antonio Siena
- Unit of Internal Medicine, Fondazione IRCCS Casa Sollievo Della Sofferenza, 71013, San Giovanni Rotondo, Italy
| | - Antonio Mangiacotti
- Unit of Internal Medicine, Fondazione IRCCS Casa Sollievo Della Sofferenza, 71013, San Giovanni Rotondo, Italy
| | - Maria Maddalena D'Errico
- Unit of Geriatrics, Fondazione IRCCS Casa Sollievo Della Sofferenza, 71013 San Giovanni Rotondo, Italy
| | - Daria Dilalla
- Endocrinology Unit, Department of Medical Sciences, University of Foggia, Foggia, Italy
| | - Olga Lamacchia
- Endocrinology Unit, Department of Medical Sciences, University of Foggia, Foggia, Italy
| | - Andrea Fontana
- Unit of Biostatistics, Fondazione IRCCS Casa Sollievo Della Sofferenza, 71013, San Giovanni Rotondo, Italy
| | - Massimiliano Copetti
- Unit of Biostatistics, Fondazione IRCCS Casa Sollievo Della Sofferenza, 71013, San Giovanni Rotondo, Italy
| | - Pamela Piscitelli
- Unit of Internal Medicine, Fondazione IRCCS Casa Sollievo Della Sofferenza, 71013, San Giovanni Rotondo, Italy.
| | - Giovanni Targher
- Metabolic Diseases Research Unit, IRCCS Sacro Cuore - Don Calabria Hospital, 37024, Negrar di Valpolicella VR, Italy; Department of Medicine, University of Verona Faculty of Medicine and Surgery, 37126 Verona, Italy
| | - Salvatore A De Cosmo
- Unit of Internal Medicine, Fondazione IRCCS Casa Sollievo Della Sofferenza, 71013, San Giovanni Rotondo, Italy.
| |
Collapse
|
9
|
Bril F, Elbert A. Metabolic dysfunction-associated steatotic liver disease and urinary system cancers: Mere coincidence or reason for concern? Metabolism 2025; 162:156066. [PMID: 39551388 DOI: 10.1016/j.metabol.2024.156066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2024] [Revised: 11/06/2024] [Accepted: 11/07/2024] [Indexed: 11/19/2024]
Abstract
Metabolic dysfunction-associated steatotic liver disease (MASLD) is a systemic disease characterized by insulin resistance and lipotoxicity. Its association with type 2 diabetes, cardiovascular disease, liver cirrhosis, and hepatocellular carcinoma are well described. However, the association of MASLD and extra-hepatic cancers has received significantly less attention. This narrative review will summarize the conflicting evidence regarding the association between MASLD and cancers of the urinary system, including renal cell carcinoma, urothelial carcinoma, and prostate adenocarcinoma. It will explore potential mechanisms that could be responsible for a higher risk of urinary system cancers in patients with MASLD. We hope that our comprehensive assessment of the literature will help the readers to better interpret the available evidence.
Collapse
Affiliation(s)
- Fernando Bril
- Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, University of Alabama at Birmingham, Birmingham (UAB), AL, USA; UAB Comprehensive Diabetes Center, University of Alabama at Birmingham, Birmingham, AL, USA.
| | - Alicia Elbert
- Centro de Enfermedades Renales e Hipertension Arterial (CEREHA), Buenos Aires, Argentina
| |
Collapse
|
10
|
Malandris K, Korakas E, Sarakapina A, Kalopitas G, Iatridi F, Liakos A, Bekiari E, Giouleme O, Tzatzagou G, Karagiannis T, Paschos P, Vasilakou D, Lambadiari V, Tzamou E, Daravigkas D, Sinakos E, Tsapas A. Accuracy of Controlled Attenuation Parameter for Liver Steatosis in High-Risk Patients for MASLD Using MRI-Proton Density Fat Fraction as Reference Standard. Dig Dis Sci 2024:10.1007/s10620-024-08799-7. [PMID: 39708259 DOI: 10.1007/s10620-024-08799-7] [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: 07/11/2024] [Accepted: 12/11/2024] [Indexed: 12/23/2024]
Abstract
AIM Controlled attenuation parameter (CAP) enables the noninvasive diagnosis of liver steatosis. Magnetic resonance imaging proton density fat fraction (MRI-PDFF) is increasingly used over biopsy for the assessment of steatosis in patients at risk for metabolic dysfunction-associated steatotic liver disease (MASLD). We assessed the accuracy of CAP for liver steatosis defined as MRI-PDFF ≥ 5%. METHODS We performed a cross-sectional, diagnostic accuracy study. We prospectively recruited consecutive adult participants with type 2 diabetes and body mass index (BMI) ≥ 25 kg/m2, who underwent CAP and MRI-PDFF within two weeks. RESULTS We included 113 participants. The area under the receiver operating characteristic (AUROC) of CAP for MRI-PDFF ≥ 5% was 0.82 [95% confidence interval (CI) 0.74-0.89]. CAP thresholds for ruling-out (sensitivity > 90%) and ruling-in (specificity > 90%) liver steatosis were below 249 and over 328 dB/m respectively. The AUROC of CAP for the detection of MRI-PDFF ≥ 10% was 0.81 (0.73-0.88). CAP thresholds for ruling-out and ruling-in MRI-PDFF ≥ 10% were below 271 and over 345 dB/m respectively. CAP measurements with an interquartile range (IQR) < 30 dB/m improved the detection of higher steatosis grades. CONCLUSION CAP has acceptable accuracy for diagnosing MRI-PDFF defined steatosis. Values below 249 dB/m can be used to rule-out liver steatosis, while values over 328 dB/m can set the diagnosis. An IQR < 30 dB/m might improve the accuracy of CAP for higher steatosis grades. CLINICAL TRIAL REGISTRATION Not applicable.
Collapse
Affiliation(s)
- Konstantinos Malandris
- Second Medical Department, Aristotle University of Thessaloniki, Thessaloniki, Greece.
- Clinical Research and Evidence-Based Medicine Unit, Aristotle University of Thessaloniki, Konstantinoupoleos 49, 54642, Thessaloniki, Greece.
| | - Emmanouil Korakas
- Second Department of Internal Medicine, Research Institute and Diabetes Center, National and Kapodistrian University of Athens, Athens, Greece
| | - Anna Sarakapina
- First Medical Department, "Papageorgiou" Hospital, Thessaloniki, Greece
| | - Georgios Kalopitas
- First Medical Department, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Fotini Iatridi
- Clinical Research and Evidence-Based Medicine Unit, Aristotle University of Thessaloniki, Konstantinoupoleos 49, 54642, Thessaloniki, Greece
| | - Aris Liakos
- Second Medical Department, Aristotle University of Thessaloniki, Thessaloniki, Greece
- Clinical Research and Evidence-Based Medicine Unit, Aristotle University of Thessaloniki, Konstantinoupoleos 49, 54642, Thessaloniki, Greece
| | - Eleni Bekiari
- Second Medical Department, Aristotle University of Thessaloniki, Thessaloniki, Greece
- Clinical Research and Evidence-Based Medicine Unit, Aristotle University of Thessaloniki, Konstantinoupoleos 49, 54642, Thessaloniki, Greece
| | - Olga Giouleme
- Second Propedeutic Medical Department, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | | | - Thomas Karagiannis
- Second Medical Department, Aristotle University of Thessaloniki, Thessaloniki, Greece
- Clinical Research and Evidence-Based Medicine Unit, Aristotle University of Thessaloniki, Konstantinoupoleos 49, 54642, Thessaloniki, Greece
| | - Paschalis Paschos
- First Medical Department, "Papageorgiou" Hospital, Thessaloniki, Greece
| | - Despoina Vasilakou
- Second Medical Department, Aristotle University of Thessaloniki, Thessaloniki, Greece
- Clinical Research and Evidence-Based Medicine Unit, Aristotle University of Thessaloniki, Konstantinoupoleos 49, 54642, Thessaloniki, Greece
| | - Vaia Lambadiari
- Second Department of Internal Medicine, Research Institute and Diabetes Center, National and Kapodistrian University of Athens, Athens, Greece
| | - Elli Tzamou
- Affidea Diagnostic Center, Thessaloniki, Greece
| | | | - Emmanouil Sinakos
- Fourth Medical Department, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Apostolos Tsapas
- Second Medical Department, Aristotle University of Thessaloniki, Thessaloniki, Greece
- Clinical Research and Evidence-Based Medicine Unit, Aristotle University of Thessaloniki, Konstantinoupoleos 49, 54642, Thessaloniki, Greece
- Harris Manchester College, University of Oxford, Oxford, UK
| |
Collapse
|
11
|
Sun HY, Wu LC, Xu MJ, Zheng ED, Yu YC, Ye Y. Clinical Significance of Serum Bile Acid Profiles in Fatty Liver. Diabetes Metab Syndr Obes 2024; 17:4843-4856. [PMID: 39722833 PMCID: PMC11668968 DOI: 10.2147/dmso.s494810] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/05/2024] [Accepted: 11/30/2024] [Indexed: 12/28/2024] Open
Abstract
Objective This study aims to investigate the alterations in serum bile acid profiles among individuals with fatty liver (including non-alcoholic fatty liver (NAFL) and alcoholic fatty liver (AFL) and evaluate their clinical significance when combined with liver enzyme levels. Methods A cohort of 110 individuals with fatty liver (including non-alcoholic fatty liver 58 individuals and alcoholic fatty liver 52 individuals) was selected from the Department of Gastroenterology at Wenzhou People's Hospital between January 2021 and December 2022, while a control group of 66 healthy individuals was recruited from the hospital's health examination center during the same period. Clinical data and blood samples were collected from all participants. Serum bile acid profiles were quantified using ultra-performance liquid chromatography coupled with tandem mass spectrometry (UPLC-MS/MS). Statistical analysis was conducted in conjunction with liver enzyme indicators. Results In the NAFL group, GCA, TCA, and TCDCA levels were significantly elevated compared to the control group, with GCA (AUC 0.754, sensitivity 0.707, specificity 0.712), TCA (AUC 0.770, sensitivity 0.724, specificity 0.712), and TCDCA (AUC 0.782, sensitivity 0.810, specificity 0.652) showing strong diagnostic value. In the AFL group, TCDCA, TCA, GCA, TUDCA, and GUDCA were significantly elevated, with AUC values ranging from 0.848 to 0.912. Among these, TUDCA had the highest sensitivity (0.885) and specificity (0.773) for AFL diagnosis. TUDCA (sensitivity 0.615, specificity 0.897) was the key bile acid distinguishing AFL from NAFL, with an optimal cut-off of 36.33 nmol/L. These bile acids show significant diagnostic potential for differentiating NAFL and AFL. Conclusion The bile acid profiles in both NAFL and AFL patients show changes, which hold potential clinical significance and may serve as serum biomarkers to differentiate NAFL from AFL.
Collapse
Affiliation(s)
- Hao-Yue Sun
- Department of Gastroenterology, The Wenzhou Third Clinical Institute Affiliated to Wenzhou Medical University, Wenzhou People’s Hospital, The Third Affiliated Hospital of Shanghai University, Wenzhou, Zhejiang, 325000, People’s Republic of China
| | - Le-Can Wu
- Department of Gastroenterology, The Wenzhou Third Clinical Institute Affiliated to Wenzhou Medical University, Wenzhou People’s Hospital, The Third Affiliated Hospital of Shanghai University, Wenzhou, Zhejiang, 325000, People’s Republic of China
| | - Meng-Jie Xu
- Department of Laboratory Medicine, The Wenzhou Third Clinical Institute Affiliated to Wenzhou Medical University, Wenzhou People’s Hospital, The Third Affiliated Hospital of Shanghai University, Wenzhou, Zhejiang, 325000, People’s Republic of China
| | - En-Dian Zheng
- Department of Gastroenterology, The Wenzhou Third Clinical Institute Affiliated to Wenzhou Medical University, Wenzhou People’s Hospital, The Third Affiliated Hospital of Shanghai University, Wenzhou, Zhejiang, 325000, People’s Republic of China
| | - Ying-Cong Yu
- Department of Gastroenterology, The Wenzhou Third Clinical Institute Affiliated to Wenzhou Medical University, Wenzhou People’s Hospital, The Third Affiliated Hospital of Shanghai University, Wenzhou, Zhejiang, 325000, People’s Republic of China
| | - Yi Ye
- Department of Gastroenterology, The Wenzhou Third Clinical Institute Affiliated to Wenzhou Medical University, Wenzhou People’s Hospital, The Third Affiliated Hospital of Shanghai University, Wenzhou, Zhejiang, 325000, People’s Republic of China
| |
Collapse
|
12
|
Pramukti H, Yunihastuti E, Gani RA, Rinaldi I, Hasan I, Maria S. Non-alcoholic fatty liver disease among people living with HIV on long-term antiretroviral therapy in Indonesia: Prevalence and related factors. SAGE Open Med 2024; 12:20503121241292678. [PMID: 39713267 PMCID: PMC11660071 DOI: 10.1177/20503121241292678] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2024] [Accepted: 10/03/2024] [Indexed: 12/24/2024] Open
Abstract
Background/objectives As people with human immunodeficiency virus experience longer life expectancy, other causes of morbidity and mortality are being increasingly identified. The incidence of non-alcoholic fatty liver disease has recently been on the rise in Indonesia. People with human immunodeficiency virus on antiretroviral therapy are also at an increased risk of having non-alcoholic fatty liver disease. The study aimed to define the prevalence and factors associated with non-alcoholic fatty liver disease in people with human immunodeficiency virus on stable antiretroviral therapy. Methods A cross-sectional study of people with human immunodeficiency virus, on antiretroviral therapy, age younger than 18 years old, and without hepatitis co-infection was conducted at the human immunodeficiency virus Integrated Clinic Cipto Mangunkusumo Hospital, Jakarta, Indonesia. Non-alcoholic fatty liver disease was diagnosed using transient elastography with associated controlled attenuation parameter examination (diagnostic cutoff: 238 db/m). A logistic regression test with Poisson regression was used to evaluate factors associated with non-alcoholic fatty liver disease. Results One hundred and five people with human immunodeficiency virus were included, with a median age of 39 years and 65.7% were men. The prevalence of non-alcoholic fatty liver disease was 52.4%. Factors related to non-alcoholic fatty liver disease were hypertension (aPR: 1.49, 95% CI: 1.03-2.14, p = 0.033) and triglyceride levels (aPR: 1.001, 95% CI: 1.000-1.002, p = 0.024). No human immunodeficiency virus-specific variables were associated with non-alcoholic fatty liver disease. Conclusions More than half of Indonesian people with human immunodeficiency virus on antiretroviral therapy in this study were found to have non-alcoholic fatty liver disease. Hypertension and increased triglyceride levels were related to non-alcoholic fatty liver disease. Screening for non-alcoholic fatty liver disease should be implemented as a means of early intervention and to prevent complications.
Collapse
Affiliation(s)
- Hikmat Pramukti
- Faculty of Medicine, Department of Internal Medicine, Universitas Indonesia/Cipto Mangunkusumo Hospital, Jakarta, Indonesia
| | - Evy Yunihastuti
- Faculty of Medicine, Department of Internal Medicine, Universitas Indonesia/Cipto Mangunkusumo Hospital, Jakarta, Indonesia
| | - Rino A Gani
- Faculty of Medicine, Department of Internal Medicine, Universitas Indonesia/Cipto Mangunkusumo Hospital, Jakarta, Indonesia
| | - Ikhwan Rinaldi
- Faculty of Medicine, Department of Internal Medicine, Universitas Indonesia/Cipto Mangunkusumo Hospital, Jakarta, Indonesia
| | - Irsan Hasan
- Faculty of Medicine, Department of Internal Medicine, Universitas Indonesia/Cipto Mangunkusumo Hospital, Jakarta, Indonesia
| | - Suzy Maria
- Faculty of Medicine, Department of Internal Medicine, Universitas Indonesia/Cipto Mangunkusumo Hospital, Jakarta, Indonesia
| |
Collapse
|
13
|
Younossi ZM, Estep JM, Felix S, Lam B, Younossi Z, Racila A, Stepanova M. Type 2 diabetes and the minor allele of PNPLA3 consistently identify high-risk metabolic dysfunction associated steatotic liver disease. Diabetes Res Clin Pract 2024; 219:111960. [PMID: 39675485 DOI: 10.1016/j.diabres.2024.111960] [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: 09/23/2024] [Revised: 11/14/2024] [Accepted: 12/10/2024] [Indexed: 12/17/2024]
Abstract
BACKGROUND Association of genetic factors with non-invasive tests (NITs) for MASLD has not been well established. METHODS Clinical and laboratory data, liver biopsy and/or liver stiffness measurement (LSM) by transient elastography were collected from MASLD patients seen in tertiary care hepatology practices. Minor allele frequency for genomic loci rs641738 (MBOAT7), rs58542926 (TM6SF2), rs738409 (PNPLA3), rs62305723 (HSD1713B) were evaluated for association with high ELF (≥11.3), high FIB-4 (≥3.25), high LSM (≥10 kPa), histologic fibrosis (stage 3/4 vs. stages 0-2). RESULTS Among 2289 MASLD patients with available polymorphism and liver fibrosis/NIT data [52 ± 13 years, 46 % male, BMI 36.6 ± 9.9, 35 % type 2 diabetes (T2D)], 53 % had high-risk allele (C > G) at rs738409 (PNPLA3), 70 % high-risk allele (C > T) at rs641738 (MBOAT7), 18 % high-risk minor allele (C > T) at rs58542926 (TM6SF2), 11 % low-risk minor allele (G > A) at rs62305723 (HSD17b13). Only PNPLA3-rs738409 (47 % CC, 40 % CG, 13 % GG) was significantly associated with higher NIT scores and histologic fibrosis: high ELF 2.8 % CC vs. 8.1 % CG/GG; high FIB-4 4.7 % CC vs. 11.6 % CG/GG; high LSM 10 % vs. 19 %; advanced histologic fibrosis 34 % CC vs. 60 % CG/GG (all p < 0.01). Similar associations of PNPLA3-rs738409 with NITs were observed in a subgroup of MASLD patients with T2D (n = 799; all p < 0.05). The PNPLA3-rs738409 CG/GG genotype, older age and T2D were independently associated with high ELF [OR (95 % CI) = 3.25 (2.03-5.20)], FIB-4 [OR = 2.75 (1.90-3.98)], LSM [OR = 2.71 (1.60-4.59)] scores and advanced histologic fibrosis [OR = 2.56 (1.81-3.62)]. CONCLUSIONS The polymorphism rs738409 in the PNPLA3 gene, T2D, and older age were independent predictors of high-risk MASLD.
Collapse
Affiliation(s)
- Zobair M Younossi
- The Global NASH Council, Washington, DC, United States; Beatty Liver and Obesity Research Program, Inova Health System, Falls Church, VA, United States.
| | - J Michael Estep
- The Global NASH Council, Washington, DC, United States; Beatty Liver and Obesity Research Program, Inova Health System, Falls Church, VA, United States
| | - Sean Felix
- Beatty Liver and Obesity Research Program, Inova Health System, Falls Church, VA, United States
| | - Brian Lam
- The Global NASH Council, Washington, DC, United States; Beatty Liver and Obesity Research Program, Inova Health System, Falls Church, VA, United States
| | - Zaid Younossi
- Beatty Liver and Obesity Research Program, Inova Health System, Falls Church, VA, United States; Center for Outcomes Research in Liver Diseases, Washington DC, United States
| | - Andrei Racila
- The Global NASH Council, Washington, DC, United States; Beatty Liver and Obesity Research Program, Inova Health System, Falls Church, VA, United States
| | - Maria Stepanova
- The Global NASH Council, Washington, DC, United States; Beatty Liver and Obesity Research Program, Inova Health System, Falls Church, VA, United States; Center for Outcomes Research in Liver Diseases, Washington DC, United States
| |
Collapse
|
14
|
Mohamed AS, Ahmad HM, Sharawy MA, Kamel FMM. The effect of vildagliptin versus metformin on hepatic steatosis in type 2 diabetic patients: a randomized controlled trial. BMC Pharmacol Toxicol 2024; 25:94. [PMID: 39673064 PMCID: PMC11645785 DOI: 10.1186/s40360-024-00818-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2024] [Accepted: 11/20/2024] [Indexed: 12/15/2024] Open
Abstract
BACKGROUND The risk of hepatic steatosis (HS) is elevated in patients with type 2 diabetes mellitus (T2D). Antidiabetic medications may contribute to the prevention or treatment of HS. This study aimed to compare the effects of vildagliptin and metformin on hepatic steatosis in newly diagnosed T2D patients, using the Hepatic Steatosis Index (HSI) and ultrasound grading. METHODS The study included 246 newly diagnosed T2D patients who were randomly assigned to two groups. The first group (117 patients) received 50 mg of vildagliptin orally twice daily. The second group (129 patients) received 500 mg of metformin orally twice daily with meals, and the dosage could be gradually increased by 500 mg per week, up to a maximum daily dose of 2000 mg. Baseline and 6-month follow-up assessments included fasting blood glucose (FBG), HbA1c, weight, body mass index (BMI), waist circumference (WC), hip circumference (HC), the Hepatic Steatosis Index (HSI), and hepatic steatosis grading via ultrasound. RESULTS Both groups showed significant improvements in FBG, HbA1c, weight, BMI, WC, HC, HSI, and ultrasound grading of hepatic steatosis from baseline to the 6-month follow-up (p < 0.001). The metformin group demonstrated significantly greater reductions in weight and BMI compared to the vildagliptin group (p = 0.001 and p = 0.009, respectively). However, there was no significant difference between the two groups in terms of hepatic steatosis improvement on ultrasound. Correlation analysis revealed that HSI was significantly associated with HbA1c, BMI, WC, and HC (p < 0.001 for all), as well as FBG (p = 0.008), but not with age. The lipid profile, particularly total cholesterol and LDL, was identified as a stronger predictor of hepatic steatosis, based on high AUC, sensitivity, and specificity values. CONCLUSION Both vildagliptin and metformin are effective in improving glycemic control in newly diagnosed T2D patients, as evidenced by reductions in FBG and HbA1c levels. Additionally, both drugs significantly reduced the HSI, body weight, and BMI, with metformin showing a more pronounced effect on weight and BMI. Both vildagliptin and metformin effectively decreased hepatic steatosis in T2D patients. Total cholesterol and LDL are important predictors of hepatic steatosis. TRIAL REGISTRATION Trial Registration ID: UMIN000055121, registered on 30/07/2024 (retrospectively registered).
Collapse
Affiliation(s)
- Asmaa S Mohamed
- Clinical Pharmacy and Pharmacy Practice Department, Faculty of Pharmacy, Port said University, Port said, Egypt.
| | - Hosam M Ahmad
- Internal Medicine and Biomedical Chemistry Departments, Egypt Ministry of Health and Population, Minia, Egypt
| | - Mohammed A Sharawy
- Internal Medicine Department, Faculty of Medicine, Minia University, Minia, Egypt
| | - Fatma M M Kamel
- Internal Medicine Department, Faculty of Medicine, Minia University, Minia, Egypt
| |
Collapse
|
15
|
Lindfors A, Strandberg R, Hagström H. Screening for advanced liver fibrosis due to metabolic dysfunction-associated steatotic liver disease alongside retina scanning in people with type 2 diabetes: a cross-sectional study. Lancet Gastroenterol Hepatol 2024:S2468-1253(24)00313-3. [PMID: 39675369 DOI: 10.1016/s2468-1253(24)00313-3] [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: 07/03/2024] [Revised: 09/11/2024] [Accepted: 09/13/2024] [Indexed: 12/17/2024]
Abstract
BACKGROUND International guidelines suggest screening for advanced fibrosis due to metabolic dysfunction-associated steatotic liver disease in people with type 2 diabetes, but how to implement these guidelines in clinical care remains unclear. We hypothesise that examination with VCTE could be implemented simultaneously with retina scanning with a high acceptance rate in people with type 2 diabetes. METHODS In this cross-sectional study, we offered VCTE to people with type 2 diabetes referred to routine retina scanning in a large retina scanning facility in Stockholm, Sweden. We excluded people with type 1 diabetes, currently pregnant, with known liver disease, reporting high alcohol consumption, who did not speak Swedish, or younger than 18 years. Between Nov 6, 2020, and June 20, 2023, we conducted surveys with included participants and collected data from medical records on diabetes retinopathy, sex, and VCTE measurements. Increased liver stiffness was defined as at least 8·0 kPa, and possible advanced fibrosis as more than 12·0 kPa. Presence of metabolic dysfunction-associated steatotic liver disease was defined as a controlled attenuation parameter (CAP) value of 280 dB/m or higher. Participants with a liver stiffness measurement of at least 8·0 kPa or those with unreliable measurements were subsequently referred for a secondary evaluation at a liver specialist, including a follow-up liver stiffness measurement with VCTE. The primary outcome was the proportion of eligible people approached for screening who accepted. Secondary outcomes were the prevalence of elevated liver stiffness (≥8·0 kPa or >12·0 kPa), presence of metabolic dysfunction-associated steatotic liver disease, and the proportion of elevated liver stiffness readings at the first VCTE examination that were not elevated in the secondary evaluation with a liver specialist. Secondary outcomes were assessed in all participants who accepted screening, except false positives, which were assessed only in participants who had a second examination. FINDINGS 1301 participants were eligible to undergo assessment with VCTE, which was accepted by 1005 (77·2%). 973 (96·8%) participants had complete measurements, of whom 504 (51·8%) had CAP values of 280 dB/m or higher, indicating metabolic dysfunction-associated steatotic liver disease. Of 977 participants with reliable liver stiffness measurements, 154 (15·8%) had values of at least 8·0 kPa, suggestive of liver fibrosis, and 49 (5·0%) had values higher than 12·0 kPa, indicating possible advanced fibrosis. However, upon reassessment with a second VCTE after referral, 56 (45·2%) of 124 individuals had values less than 8·0 kPa. 74 (7·4%) of 1005 participants had a final liver stiffness of at least 8·0 kPa; 29 (2·9%) had values greater than 12·0 kPa. INTERPRETATION Simultaneous examination with VCTE alongside retina scanning had a high acceptance rate among people with type 2 diabetes and could be a strategy for case-finding of people with fibrosis due to metabolic dysfunction-associated steatotic liver disease. However, a high proportion of participants in our study with elevated liver stiffness measurement at the screening visit did not have an elevated liver stiffness measurement at secondary evaluation, suggesting false-positive findings were common. FUNDING Gilead Sciences, Pfizer, Region Stockholm, Åke Wiberg Foundation, and Bengt Ihre Foundation.
Collapse
Affiliation(s)
- Andrea Lindfors
- Division of Hepatology, Department of Upper Gastrointestinal Diseases, Karolinska University Hospital, Stockholm, Sweden; Department of Medicine, Karolinska Institutet, Stockholm, Sweden
| | | | - Hannes Hagström
- Division of Hepatology, Department of Upper Gastrointestinal Diseases, Karolinska University Hospital, Stockholm, Sweden; Department of Medicine, Karolinska Institutet, Stockholm, Sweden.
| |
Collapse
|
16
|
Han Y, Liu J, Li W, Zhang F, Mao Y. Association Between Percent Body Fat Reduction and Changes of the Metabolic Score for Insulin Resistance in Overweight/Obese People with Metabolic Dysfunction-Associated Steatotic Liver Disease. Diabetes Metab Syndr Obes 2024; 17:4735-4747. [PMID: 39678229 PMCID: PMC11646437 DOI: 10.2147/dmso.s486841] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2024] [Accepted: 11/29/2024] [Indexed: 12/17/2024] Open
Abstract
Purpose This study investigated the relationship between the difference in percent body fat (∆PBF) decrease and the change in the metabolic score for insulin resistance (METS-IR) in Chinese overweight/obese people with combined metabolic dysfunction-associated steatotic liver disease (MASLD) after weight loss. Patients and Methods A total of 357 overweight/obese MASLD patients were included using a retrospective study method. The subjects were divided into two groups (< 5% and ≥ 5%) based on the ∆PBF. The changes in METS-IR (∆METS-IR) and metabolic indices before and after fat loss were compared between the two groups. Spearman correlation analysis was employed to investigate the correlation between METS-IR changes and the decrease in PBF. A linear regression model was fitted using a restricted cubic spline (RCS) curve to investigate the dynamic relationship between ∆METS-IR and ∆PBF. Results Following the fat reduction, both groups' body measurements and liver fat content exhibited a notable reduction, accompanied by a decline in METS-IR. In particular, the decrease in METS-IR was more pronounced in the group with a ≥5% decrease in PBF. Significant correlations were observed between ∆PBF and various insulin resistance indices. The correlation between ΔPBF and ∆METS-IR was noteworthy (r = 0.438, p < 0.001). RCS analysis revealed that when ΔPBF exceeded 3.2%, ∆METS-IR exhibited an upward trend with further reduction in PBF. Conclusion The reduction of PBF was closely associated with changes in METS-IR, indicating that fat loss is an effective method for improving insulin resistance in overweight/obese MASLD patients.
Collapse
Affiliation(s)
- Yan Han
- Department of Endocrinology, Changzhou Third People’s Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, Jiangsu, People’s Republic of China
- Department of Clinical Nutrition, Changzhou Third People’s Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, Jiangsu, People’s Republic of China
| | - Jinhan Liu
- Department of Clinical Nutrition, Changzhou Third People’s Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, Jiangsu, People’s Republic of China
- Department of Liver Diseases, Changzhou Third People’s Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, Jiangsu, People’s Republic of China
| | - Wenjian Li
- Department of Urology, Changzhou Third People’s Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, Jiangsu, People’s Republic of China
| | - Fan Zhang
- Department of Endocrinology, Changzhou Third People’s Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, Jiangsu, People’s Republic of China
- Department of Clinical Nutrition, Changzhou Third People’s Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, Jiangsu, People’s Republic of China
| | - Yonghua Mao
- Department of Endocrinology, Changzhou Third People’s Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, Jiangsu, People’s Republic of China
- Department of Nursing, Changzhou Third People’s Hospital, Changzhou Medical Center, Nanjing Medical University, Changzhou, Jiangsu, People’s Republic of China
| |
Collapse
|
17
|
Liang C, Liu X, Sun Z, Wen L, Wu J, Shi S, Liu X, Luo N, Li X. Lipid nanosystems for fatty liver therapy and targeted medication delivery: a comprehensive review. Int J Pharm 2024; 669:125048. [PMID: 39653287 DOI: 10.1016/j.ijpharm.2024.125048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2024] [Revised: 11/30/2024] [Accepted: 12/04/2024] [Indexed: 12/15/2024]
Abstract
Fatty liver is considered to be the most common chronic liver disease with a high global incidence, which can lead to cirrhosis and liver cancer in severe cases, and there is no specific drug for the treatment of fatty liver in the clinic. The use of lipid nanosystems has the potential to be an effective means of fatty liver treatment. The pathogenesis and intervening factors associated with the development of fatty liver are reviewed, and the advantages and the disadvantages of different lipid nanosystems for the treatment of fatty liver are comprehensively discussed, including liposomes, solid lipid nanoparticles, nanostructured lipid carriers, nanoemulsions, microemulsions, and phospholipid complexes. The composition and characterisation of these lipid nanosystems are highlighted and summarised with a view to improving the efficiency of lipid nanosystems for the treatment of fatty liver. In addition, active targeting and passive targeting strategies used for fatty liver therapy are discussed in detail.
Collapse
Affiliation(s)
- Chuipeng Liang
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China; School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China
| | - Xing Liu
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China; School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China
| | - Zihao Sun
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China; School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China
| | - Lin Wen
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China; School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China
| | - Jijiao Wu
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China; School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China
| | - Sanjun Shi
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China; School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China
| | - Xiaolian Liu
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China; School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China
| | - Nini Luo
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China; College of Medical Technology, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China; Chongqing Key Laboratory of Sichuan-Chongqing Co-construction for Diagnosis and Treatment of Infectious Diseases Integrated Traditional Chinese and Western Medicine, 400021, China.
| | - Xiaofang Li
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China; School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China.
| |
Collapse
|
18
|
Mogna-Peláez P, Riezu-Boj JI, Milagro FI, Clemente-Larramendi I, Esteban Echeverría S, Herrero JI, Elorz M, Benito-Boillos A, Tobaruela-Resola AL, González-Muniesa P, Tur JA, Martínez JA, Abete I, Zulet MA. Sex-Dependent Gut Microbiota Features and Functional Signatures in Metabolic Disfunction-Associated Steatotic Liver Disease. Nutrients 2024; 16:4198. [PMID: 39683591 DOI: 10.3390/nu16234198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2024] [Revised: 11/30/2024] [Accepted: 12/02/2024] [Indexed: 12/18/2024] Open
Abstract
Background/Objectives: This study investigates the gut microbiota's role in metabolic dysfunction-associated steatotic liver disease (MASLD), focusing on microbial and functional signatures and sex-based differences. Methods: Using baseline data from 98 MASLD patients and 45 controls from the Fatty Liver in Obesity (FLiO) study, the gut microbiota was profiled with 16S gene sequencing, followed by statistical and machine learning analyses to identify disease-associated microbial signatures. Results: Notable alpha and beta diversity differences were observed between MASLD patients and the controls, varying by sex. Machine learning models highlighted specific microbial signatures for each sex, achieving high accuracy (area under the receiver operating characteristic curves of 0.91 for women and 0.72 for men). The key microbial taxa linked to MASLD included Christensenella and Limosilactobacillus in women and Beduinibacterium and Anaerotruncus in men. Functional profiling showed that MASLD patients had increased pathways for amine biosynthesis and amino acid degradation, while the controls exhibited enhanced fermentation pathways. These microbial features were associated with systemic inflammation, insulin resistance, and metabolite production linked to gut dysbiosis. Conclusions: The findings support the potential of gut microbiota signatures to be used as non-invasive indicators of MASLD and highlight sex-specific variations that could inform personalized diagnostic and therapeutic approaches.
Collapse
Affiliation(s)
- Paola Mogna-Peláez
- Department of Nutrition, Food Sciences and Physiology and Centre for Nutrition Research, Faculty of Pharmacy and Nutrition, University of Navarra, 31008 Pamplona, Spain
| | - José I Riezu-Boj
- Department of Nutrition, Food Sciences and Physiology and Centre for Nutrition Research, Faculty of Pharmacy and Nutrition, University of Navarra, 31008 Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), 31008 Pamplona, Spain
| | - Fermin I Milagro
- Department of Nutrition, Food Sciences and Physiology and Centre for Nutrition Research, Faculty of Pharmacy and Nutrition, University of Navarra, 31008 Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), 31008 Pamplona, Spain
- Biomedical Research Centre Network in Physiopathology of Obesity and Nutrition (CIBERobn), Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Iñigo Clemente-Larramendi
- Department of Nutrition, Food Sciences and Physiology and Centre for Nutrition Research, Faculty of Pharmacy and Nutrition, University of Navarra, 31008 Pamplona, Spain
| | - Sergio Esteban Echeverría
- Department of Nutrition, Food Sciences and Physiology and Centre for Nutrition Research, Faculty of Pharmacy and Nutrition, University of Navarra, 31008 Pamplona, Spain
| | - José I Herrero
- Navarra Institute for Health Research (IdiSNA), 31008 Pamplona, Spain
- Liver Unit, Clínica Universidad de Navarra, 31008 Pamplona, Spain
- Biomedical Research Centre Network in Hepatic and Digestive Diseases (CIBERehd), 28029 Madrid, Spain
| | - Mariana Elorz
- Navarra Institute for Health Research (IdiSNA), 31008 Pamplona, Spain
- Department of Radiology, Clínica Universidad de Navarra, 31008 Pamplona, Spain
| | - Alberto Benito-Boillos
- Navarra Institute for Health Research (IdiSNA), 31008 Pamplona, Spain
- Department of Radiology, Clínica Universidad de Navarra, 31008 Pamplona, Spain
| | - Ana Luz Tobaruela-Resola
- Department of Nutrition, Food Sciences and Physiology and Centre for Nutrition Research, Faculty of Pharmacy and Nutrition, University of Navarra, 31008 Pamplona, Spain
| | - Pedro González-Muniesa
- Department of Nutrition, Food Sciences and Physiology and Centre for Nutrition Research, Faculty of Pharmacy and Nutrition, University of Navarra, 31008 Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), 31008 Pamplona, Spain
- Biomedical Research Centre Network in Physiopathology of Obesity and Nutrition (CIBERobn), Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Josep A Tur
- Biomedical Research Centre Network in Physiopathology of Obesity and Nutrition (CIBERobn), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Research Group on Community Nutrition and Oxidative Stress, University of Balearic Islands-IUNICS & IDISBA, 07122 Palma, Spain
| | - J Alfredo Martínez
- Biomedical Research Centre Network in Physiopathology of Obesity and Nutrition (CIBERobn), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Precision Nutrition and Cardiovascular Health Program, IMDEA Food, CEI UAM + CSIC, 28049 Madrid, Spain
| | - Itziar Abete
- Department of Nutrition, Food Sciences and Physiology and Centre for Nutrition Research, Faculty of Pharmacy and Nutrition, University of Navarra, 31008 Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), 31008 Pamplona, Spain
- Biomedical Research Centre Network in Physiopathology of Obesity and Nutrition (CIBERobn), Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - M Angeles Zulet
- Department of Nutrition, Food Sciences and Physiology and Centre for Nutrition Research, Faculty of Pharmacy and Nutrition, University of Navarra, 31008 Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), 31008 Pamplona, Spain
- Biomedical Research Centre Network in Physiopathology of Obesity and Nutrition (CIBERobn), Instituto de Salud Carlos III, 28029 Madrid, Spain
| |
Collapse
|
19
|
Au K, Zheng MH, Lee WJ, Ghanem OM, Mahawar K, Shabbir A, le Roux CW, Targher G, Byrne CD, Yilmaz Y, Valenti L, Sebastiani G, Treeprasertsuk S, Hui HX, Sakran N, Neto MG, Kermansaravi M, Kow L, Seki Y, Tham KW, Dang J, Cohen RV, Stier C, AlSabah S, Oviedo RJ, Chiappetta S, Parmar C, Yang W. Resmetirom and Metabolic Dysfunction-Associated Steatohepatitis: Perspectives on Multidisciplinary Management from Global Healthcare Professionals. Curr Obes Rep 2024; 13:818-830. [PMID: 39110384 DOI: 10.1007/s13679-024-00582-z] [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] [Accepted: 07/25/2024] [Indexed: 08/25/2024]
Abstract
PURPOSE OF REVIEW The approval of resmetirom brings great hope to patients with metabolic dysfunction-associated steatohepatitis (MASH). The purpose of this review is to explore its impact on the global health environment. The implementation of multidisciplinary management MASH is proposed. RECENT FINDINGS Resmetirom has benefits in the treatment of MASH, and its safety and effectiveness have been studied. The adverse events (AEs) need to be noticed. To improve patient outcomes, a multimodal approach with medication such as resmetirom, combined with metabolic and bariatric surgery (MBS) and lifestyle interventions can be conducted. MASH, a liver disease linked with obesity, is a challenging global healthcare burden compounded by the absence of any approved pharmacotherapy. The recent conditional approval by the Food and Drug Administration (FDA) in the United States of resmetirom, an oral, liver-directed, thyroid hormone receptor beta-selective agonist, marks a significant milestone, offering a treatment option for adults with non-cirrhotic MASH and who have moderate to advanced liver fibrosis. This narrative review discusses the efficacy and safety of resmetirom and its role in the therapeutic landscape of MASH treatment. Despite the promising hepatoprotective effect of resmetirom on histological liver endpoints, its use need further research, particularly regarding ethnic differences, effectiveness and cost-effectiveness, production scalability, social acceptance and accessibility. In addition, integrating resmetirom with other multidisciplinary therapeutic approaches, including lifestyle changes and MBS, might further improve clinical liver-related and cardiometabolic outcomes of individuals with MASH. This review highlights the importance of a comprehensive treatment strategy, supporting continued innovation and collaborative research to refine treatment guidelines and consensus for managing MASH, thereby improving clinical patient outcomes in the growing global epidemic of MASH. Studies done to date have been relatively short and ongoing, the course of the disease is highly variable, the conditions of various patients vary, and given this complex clinical phenotype, it may take many years of clinical trials to show long-term benefits.
Collapse
Affiliation(s)
- Kahei Au
- Department of Metabolic and Bariatric Surgery, The First Affiliated Hospital of Jinan University, No. 613 Huangpu Avenue West, Guangzhou, China
| | - Ming-Hua Zheng
- Department of Hepatology, MAFLD Research Center, 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, China
| | - Wei-Jei Lee
- Medical Weight Loss Center, China Medical University Shinchu Hospital, Zhubei City, Taiwan
| | - Omar M Ghanem
- Department of Surgery, Mayo Clinic, Rochester, MN, USA
| | - Kamal Mahawar
- Department of Upper Gastrointestinal Surgery, South Tyneside and Sunderland NHS Foundation Trust, Sunderland, UK
| | - Asim Shabbir
- National University of Singapore, Singapore, Singapore
| | - Carel W le Roux
- Diabetes Complications Research Centre, University College Dublin, Dublin, Ireland
| | - Giovanni Targher
- Department of Medicine, University of Verona, Verona, Italy
- Metabolic Diseases Research Unit, IRCCS Sacro Cuore - Don Calabria Hospital, Negrar di Valpolicella, Italy
| | - Christopher D Byrne
- Southampton National Institute for Health and Care Research Biomedical Research Centre, University Hospital Southampton, and University of Southampton, Southampton General Hospital, Southampton, UK
| | - Yusuf Yilmaz
- Department of Gastroenterology, School of Medicine, Recep Tayyip Erdoğan University, Rize, Turkey
| | - Luca Valenti
- Department of Pathophysiology and Transplantation, Università Degli Studi di Milano, Milan, Italy
- Precision Medicine, Biological Resource Center, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico Milano, Milan, Italy
| | - Giada Sebastiani
- Division of Gastroenterology and Hepatology, Chronic Viral Illness Service, McGill University Health Centre, Royal Victoria Hospital, Montreal, Canada
| | | | - Hannah Xiaoyan Hui
- School of Biomedical Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Nasser Sakran
- Department of General Surgery, Holy Family Hospital, Nazareth, Israel
- The Azrieli Faculty of Medicine, Bar-Ilan University, Ramat Gan, Israel
| | - Manoel Galvao Neto
- Orlando Health Weight Loss and Bariatric Surgery Institute, Orlando, USA
- Mohak Bariatric and Robotic Center, Indore, India
| | - Mohammad Kermansaravi
- Department of Surgery, Division of Minimally Invasive and Bariatric Surgery, School of Medicine, Hazrat-E Fatemeh Hospital, Iran University of Medical Sciences, Tehran, Iran
| | - Lilian Kow
- Department GI Surgery, Flinders University South Australia, Adelaide, Australia
| | - Yosuke Seki
- Weight Loss and Metabolic Surgery Centre, Yotsuya Medical Cube, Tokyo, Japan
| | | | - Jerry Dang
- Digestive Disease Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Ricardo V Cohen
- The Center for Obesity and Diabetes, Hospital Alemao Oswaldo Cruz, Sao Paulo, Brazil
| | - Christine Stier
- Department of MBS and Bariatric Endoscopy, University Hospital Mannheim, Heidelberg University, Mannheim, Baden-Wuerttenberg, Germany
| | - Salman AlSabah
- Department of Surgery, Kuwait University, Kuwait, Kuwait
| | - Rodolfo J Oviedo
- Nacogdoches Medical Center, Nacogdoches, TX, USA
- University of Houston Tilman J. Fertitta Family College of Medicine, Houston, TX, USA
- Sam Houston State University College of Osteopathic Medicine, Conroe, TX, USA
| | - Sonja Chiappetta
- Bariatric and Metabolic Surgery Unit, Department for General and Laparoscopic Surgery, Ospedale Evangelico Betania, Naples, Italy
| | - Chetan Parmar
- Department of Surgery, Whittington Hospital,, University College London, London, UK
| | - Wah Yang
- Department of Metabolic and Bariatric Surgery, The First Affiliated Hospital of Jinan University, No. 613 Huangpu Avenue West, Guangzhou, China.
| |
Collapse
|
20
|
Malandris K, Arampidis D, Mainou M, Papadopoulos N, Karagiannis T, Nayfeh T, Liakos A, Sinakos E, Tsapas A, Bekiari E. FibroScan-AST score for diagnosing fibrotic MASH: A systematic review and meta-analysis of diagnostic test accuracy studies. J Gastroenterol Hepatol 2024; 39:2582-2591. [PMID: 39394945 DOI: 10.1111/jgh.16770] [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: 05/28/2024] [Revised: 09/11/2024] [Accepted: 09/29/2024] [Indexed: 10/14/2024]
Abstract
BACKGROUND AND AIM Following the approval of the first agent for the management of metabolic dysfunction-associated steatohepatitis (MASH), identification of patients with fibrotic MASH (MASH with NAS ≥ 4 and fibrosis stage ≥ 2) is crucial. We assessed the performance of FibroScan-aspartate aminotransferase (AST) score (FAST) for ruling in/out fibrotic MASH. METHODS We searched Medline, Cochrane Library, Web of Science, Scopus, and gray literature sources up to January 11, 2024. Studies were eligible if they assessed the accuracy of FAST score for the detection of fibrotic MASH using biopsy as the reference standard at previously reported thresholds (FAST ≥ 0.67 for ruling-in and ≤ 0.35 for ruling-out fibrotic MASH). We calculated pooled sensitivity and specificity estimates for FAST thresholds alongside 95% confidence intervals following bivariate random- effects models. We assessed the certainty of evidence using the Grading of Recommendations Assessment, Development and Evaluation framework. RESULTS We included 16 studies with 8838 participants. A FAST score ≥ 0.67 yielded a pooled specificity of 0.87 (0.82-0.90) while a FAST score ≤ 0.35 yielded a summary sensitivity of 0.88 (0.83-0.91). At a prevalence of 30%, the positive predictive value for ruling-in fibrotic MASH was 60% while the negative predictive value for ruling-out the target condition was 91%. AST levels, cirrhosis prevalence, and number of pathologists reviewing biopsies were sources of heterogeneity among studies. The certainty of evidence was low to very low. CONCLUSIONS FAST score can be used as a triage test for ruling out fibrotic MASH. Nevertheless, its low positive predictive value necessitates sequential testing for ruling-in fibrotic MASH.
Collapse
Affiliation(s)
- Konstantinos Malandris
- Clinical Research and Evidence-Based Medicine Unit, Second Medical Department, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Dimitrios Arampidis
- Clinical Research and Evidence-Based Medicine Unit, Second Medical Department, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Maria Mainou
- Clinical Research and Evidence-Based Medicine Unit, Second Medical Department, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Nikolaos Papadopoulos
- School of Medicine, Faculty of Health Science, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Thomas Karagiannis
- Clinical Research and Evidence-Based Medicine Unit, Second Medical Department, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Tarek Nayfeh
- Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Aris Liakos
- Clinical Research and Evidence-Based Medicine Unit, Second Medical Department, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Emmanouil Sinakos
- Fourth Medical Department, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Apostolos Tsapas
- Clinical Research and Evidence-Based Medicine Unit, Second Medical Department, Aristotle University of Thessaloniki, Thessaloniki, Greece
- Harris Manchester College, University of Oxford, Oxford, UK
| | - Eleni Bekiari
- Clinical Research and Evidence-Based Medicine Unit, Second Medical Department, Aristotle University of Thessaloniki, Thessaloniki, Greece
| |
Collapse
|
21
|
Noureddin M, Charlton MR, Harrison SA, Bansal MB, Alkhouri N, Loomba R, Sanyal AJ, Rinella ME. Expert Panel Recommendations: Practical Clinical Applications for Initiating and Monitoring Resmetirom in Patients With MASH/NASH and Moderate to Noncirrhotic Advanced Fibrosis. Clin Gastroenterol Hepatol 2024; 22:2367-2377. [PMID: 39038768 DOI: 10.1016/j.cgh.2024.07.003] [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: 06/12/2024] [Revised: 07/15/2024] [Accepted: 07/15/2024] [Indexed: 07/24/2024]
Abstract
Metabolic dysfunction-associated steatotic liver disease affects 1 in 4 people in the United States and western Europe, with an important proportion developing metabolic dysfunction-associated steatohepatitis (MASH), the progressive subtype of metabolic dysfunction-associated steatotic liver disease. Cirrhosis caused by MASH is a leading indication for liver transplantation and the most common cause of hepatocellular carcinoma. Hitherto, there have been no specific pharmacotherapies for MASH. The recent conditional approval by the Food and Drug Administration of resmetirom for the treatment of moderate or advanced MASH presents a much-anticipated therapeutic option for patients with noncirrhotic advanced MASH. Specifically, the intended population for resmetirom are patients with MASH and fibrosis stages 2 or 3. The approval of resmetirom also presents important challenges, including how to noninvasively identify patients with fibrosis stages 2-3, and how to exclude patients with more advanced disease who should not be treated until further data emerge on the use of resmetirom in this population. Herein we consider the available literature with regard to identifying the intended population for treatment with resmetirom and in proposing criteria for stopping treatment.
Collapse
Affiliation(s)
- Mazen Noureddin
- Houston Methodist Hospital, Houston Research Institute, Houston, Texas
| | | | - Stephen A Harrison
- Radcliffe Department of Medicine, University of Oxford, Oxford, United Kingdom
| | | | | | | | - Arun J Sanyal
- Virginia Commonwealth University, Richmond, Virginia
| | - Mary E Rinella
- University of Chicago, Pritzker School of Medicine, Chicago, Illinois.
| |
Collapse
|
22
|
Newsome PN, Sanyal AJ, Engebretsen KA, Kliers I, Østergaard L, Vanni D, Bugianesi E, Rinella ME, Roden M, Ratziu V. Semaglutide 2.4 mg in Participants With Metabolic Dysfunction-Associated Steatohepatitis: Baseline Characteristics and Design of the Phase 3 ESSENCE Trial. Aliment Pharmacol Ther 2024; 60:1525-1533. [PMID: 39412509 PMCID: PMC11599791 DOI: 10.1111/apt.18331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/12/2024] [Revised: 07/18/2024] [Accepted: 09/26/2024] [Indexed: 11/28/2024]
Abstract
BACKGROUND Semaglutide, a glucagon-like peptide-1 receptor agonist, has demonstrated potential beneficial effects in metabolic dysfunction-associated steatohepatitis (MASH). AIMS To describe the trial design and baseline characteristics of the 'Effect of Semaglutide in Subjects with Non-cirrhotic Non-alcoholic Steatohepatitis' (ESSENCE) trial (NCT04822181). METHODS ESSENCE is a two-part, phase 3, randomised, multicentre trial evaluating the effect of subcutaneous semaglutide 2.4 mg in participants with biopsy-proven MASH and fibrosis stage 2 or 3. The primary objective of Part 1 is to demonstrate that semaglutide improves liver histology compared with placebo. The two primary endpoints are: resolution of steatohepatitis and no worsening of liver fibrosis, and improvement in liver fibrosis and no worsening of steatohepatitis. The Part 2 objective is based on clinical outcomes. The current work reports baseline characteristics of the first 800 randomised participants which includes demographics, laboratory parameters, liver histology, non-invasive tests and presence of metabolic dysfunction-associated steatotic liver disease (MASLD) cardiometabolic criteria. RESULTS Of 800 participants, 250 (31.3%) had fibrosis stage 2 and 550 (68.8%) had fibrosis stage 3. In the overall population, mean (standard deviation [SD]) age was 56 (11.6) years, 57.1% were female, mean (SD) body mass index was 34.6 (7.2) kg/m2, 55.5% had type 2 diabetes and > 99% had at least one MASLD cardiometabolic criterion according to the published definition. CONCLUSION The ESSENCE baseline population includes participants with clinically significant fibrosis stages 2 and 3. Although MASLD cardiometabolic criteria were not a requirement for study enrolment, almost all participants (> 99%) had at least one MASLD cardiometabolic criterion. TRIAL REGISTRATION NCT04822181.
Collapse
Affiliation(s)
- Philip N. Newsome
- Roger Williams Institute of Liver Studies, Faculty of Life Sciences and MedicineKing's College London and King's College HospitalLondonUK
- College of Medical and Dental SciencesUniversity of BirminghamBirminghamUK
| | - Arun J. Sanyal
- VCU School of MedicineStravitz‐Sanyal Institute for Liver Disease and Metabolic HealthRichmondVirginiaUSA
| | | | | | | | | | | | - Mary E. Rinella
- Division of Gastroenterology, Hepatology and NutritionUniversity of ChicagoChicagoIllinoisUSA
| | - Michael Roden
- Department of Endocrinology and Diabetology, Medical Faculty and University Hospital DüsseldorfHeinrich Heine University DüsseldorfDüsseldorfGermany
- Institute for Clinical Diabetology, German Diabetes CenterLeibniz Center for Diabetes Research at Heinrich Heine University DüsseldorfDüsseldorfGermany
- German Center for Diabetes Research, Partner DüsseldorfMünchen‐NeuherbergGermany
| | - Vlad Ratziu
- Sorbonne Université, Institute for Cardiometabolism and NutritionHospital Pitié‐Salpêtrière, INSERM UMRS 1138 CRCParisFrance
| |
Collapse
|
23
|
Kitsios K, Trakatelli CM, Antza C, Triantafyllou A, Sarigianni M, Kotsis V. Treatment of Metabolic (Dysfunction)-Associated Fatty Liver Disease: Evidence from Randomized Controlled Trials-A Short Review. Metab Syndr Relat Disord 2024; 22:703-708. [PMID: 39088384 DOI: 10.1089/met.2024.0059] [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: 08/03/2024] Open
Abstract
Metabolic-associated fatty liver disease (MALFD) is a highly prevalent and progressive disease, strongly related to obesity, metabolic syndrome, and cardiovascular disease. It comprises a spectrum of liver pathology from steatosis (fat accumulation in the hepatocytes) to steatosis with inflammation (metabolic-associated steatohepatitis, MASH), fibrosis, cirrhosis, and hepatocellular carcinoma. There is currently only one medication, resmetirom, US Food and Drug Administration approved for the treatment of MALFD. Evidence from randomized trials supports the efficacy of hypocaloric diets and exercise in MASH resolution. Moreover, substantial weight loss after bariatric surgery can lead to significant and longitudinally sustained MASH resolution, improvement in liver fibrosis, and decrease in the risk of major cardiovascular adverse events. Pioglitazone, an insulin sensitizer, initiated at the early stages, before the progression to fibrosis, may be effective in resolution of MASH in patients with or without type 2 diabetes. Glucagon-like peptide-1 (GLP-1) receptor agonists (RAs), semaglutide and liraglutide, may also be effective in resolution of MASH but not of fibrosis. Preliminary data from interventions with tirzepatide, a dual GLP-1 and glucose-dependent insulinotropic polypeptide RA, and sodium-glucose cotransporter 2 inhibitors are encouraging, but more data based on liver biopsy are needed.
Collapse
Affiliation(s)
- Konstantinos Kitsios
- Third Department of Internal Medicine, Aristotle University of Thessaloniki, Papageorgiou General Hospital, Thessaloniki, Greece
| | - Christina-Maria Trakatelli
- Third Department of Internal Medicine, Aristotle University of Thessaloniki, Papageorgiou General Hospital, Thessaloniki, Greece
| | - Christina Antza
- Third Department of Internal Medicine, Aristotle University of Thessaloniki, Papageorgiou General Hospital, Thessaloniki, Greece
| | - Areti Triantafyllou
- Third Department of Internal Medicine, Aristotle University of Thessaloniki, Papageorgiou General Hospital, Thessaloniki, Greece
| | - Maria Sarigianni
- Third Department of Internal Medicine, Aristotle University of Thessaloniki, Papageorgiou General Hospital, Thessaloniki, Greece
| | - Vasilios Kotsis
- Third Department of Internal Medicine, Aristotle University of Thessaloniki, Papageorgiou General Hospital, Thessaloniki, Greece
| |
Collapse
|
24
|
Anastasiou G, Stefanakis K, Hill MA, Mantzoros CS. Expanding diagnostic and therapeutic horizons for MASH: Comparison of the latest and conventional therapeutic approaches. Metabolism 2024; 161:156044. [PMID: 39362519 DOI: 10.1016/j.metabol.2024.156044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2024] [Revised: 09/26/2024] [Accepted: 09/26/2024] [Indexed: 10/05/2024]
Affiliation(s)
- Georgia Anastasiou
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
| | - Konstantinos Stefanakis
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
| | - Michael A Hill
- Dalton Cardiovascular Research Center and Department of Medical Pharmacology and Physiology, University of Missouri, Columbia, MO, USA
| | - Christos S Mantzoros
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA; Section of Endocrinology, Boston VA Healthcare System, Harvard Medical School, Boston, MA, USA.
| |
Collapse
|
25
|
Sakai K, Okamura T, Toyokuni E, Okada H, Obora A, Kojima T, Hamaguchi M, Fukui M. Metabolic dysfunction-associated steatotic liver disease: A superior predictor for incident type 2 diabetes over traditional criteria - NAGALA study. J Diabetes Investig 2024; 15:1788-1796. [PMID: 39283748 PMCID: PMC11615691 DOI: 10.1111/jdi.14315] [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: 05/19/2024] [Revised: 08/28/2024] [Accepted: 09/02/2024] [Indexed: 12/06/2024] Open
Abstract
AIMS/INTRODUCTION The 2023 Delphi consensus recommended the use of new term, metabolic dysfunction-associated steatotic liver disease (MASLD), aiming conceptual shift from the conventional non-alcoholic fatty liver disease (NAFLD). The association between NAFLD and type 2 diabetes mellitus (T2DM) development is well known. This study aimed to examine the correlation between MASLD and T2DM development, comparing their utility as predictors. MATERIALS AND METHODS This retrospective cohort study obtained data from a medical health checkup program conducted at Asahi University Hospital, Japan, between 2004 and 2021. Logistic regression analysis was used to assess the association between MASLD and incident T2DM over 5 years. To compare the predictive utility of NAFLD and MASLD, receiver operating characteristic curves were drawn, followed by area under the curve (AUC) comparisons. RESULTS In total, 15,039 participants (59.6% males; median [interquartile range {IQR}] age, 44 [38, 50] years) were included. Out of 2,682 participants meeting the criteria for MASLD, 234 individuals (8.7%) developed T2DM. Multivariate analysis revealed a significantly elevated risk of T2DM in MASLD compared with the reference healthy group (without steatotic liver disease or cardiometabolic risk), presenting an OR of 127.00 (95% CI 40.40-399.00, P < 0.001). The concordance rate of diagnosis between NAFLD and MASLD was 98.7%. The AUC values were 0.799 for NAFLD and 0.807 for MASLD, respectively. Comparative analysis of the AUC showed a statistical difference between NAFLD and MASLD (P < 0.001). CONCLUSIONS MASLD was shown to be a significant risk factor for incident T2DM, exhibiting a potentially higher predictive capacity than conventional NAFLD.
Collapse
Affiliation(s)
- Kimiko Sakai
- Department of Endocrinology and Metabolism, Graduate School of Medical ScienceKyoto Prefectural University of MedicineKyotoJapan
| | - Takuro Okamura
- Department of Endocrinology and Metabolism, Graduate School of Medical ScienceKyoto Prefectural University of MedicineKyotoJapan
| | - Ema Toyokuni
- Department of Endocrinology and Metabolism, Graduate School of Medical ScienceKyoto Prefectural University of MedicineKyotoJapan
| | - Hiroshi Okada
- Department of Endocrinology and Metabolism, Graduate School of Medical ScienceKyoto Prefectural University of MedicineKyotoJapan
| | - Akihiro Obora
- Department of GastroenterologyAsahi University HospitalGifuJapan
| | - Takao Kojima
- Department of GastroenterologyAsahi University HospitalGifuJapan
| | - Masahide Hamaguchi
- Department of Endocrinology and Metabolism, Graduate School of Medical ScienceKyoto Prefectural University of MedicineKyotoJapan
| | - Michiaki Fukui
- Department of Endocrinology and Metabolism, Graduate School of Medical ScienceKyoto Prefectural University of MedicineKyotoJapan
| |
Collapse
|
26
|
Lazarus JV, Ivancovsky Wajcman D, Mark HE, Younossi ZM, Kopka CJ, Cohen N, Bansal MB, Betel M, Brennan PN. Opportunities and challenges following approval of resmetirom for MASH liver disease. Nat Med 2024; 30:3402-3405. [PMID: 38641752 DOI: 10.1038/s41591-024-02958-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/21/2024]
Affiliation(s)
- Jeffrey V Lazarus
- City University of New York 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.
- Global NASH Council, Washington, DC, USA.
| | - Dana Ivancovsky Wajcman
- Barcelona Institute for Global Health (ISGlobal), Hospital Clínic, University of Barcelona, Barcelona, Spain
- Global NASH Council, Washington, DC, USA
| | - Henry E Mark
- Barcelona Institute for Global Health (ISGlobal), Hospital Clínic, University of Barcelona, Barcelona, Spain
- Global NASH Council, Washington, DC, USA
| | - Zobair M Younossi
- Global NASH Council, Washington, DC, USA
- Beatty Liver and Obesity Research Program, Inova Health System, Falls Church, VA, USA
| | - Christopher J Kopka
- Barcelona Institute for Global Health (ISGlobal), Hospital Clínic, University of Barcelona, Barcelona, Spain
| | - Nevin Cohen
- City University of New York Graduate School of Public Health and Health Policy (CUNY SPH), New York, NY, USA
| | - Meena B Bansal
- Division of Liver Diseases, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | - Paul N Brennan
- Global NASH Council, Washington, DC, USA
- Division of Molecular and Clinical Medicine, University of Dundee, Dundee, UK
| |
Collapse
|
27
|
Francque SM, Vonghia L. Expanding the armamentarium for metabolic dysfunction-associated steatohepatitis. Lancet Gastroenterol Hepatol 2024; 9:1066-1067. [PMID: 39396530 DOI: 10.1016/s2468-1253(24)00306-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/06/2024] [Accepted: 09/09/2024] [Indexed: 10/15/2024]
Affiliation(s)
- Sven M Francque
- Department of Gastroenterology Hepatology, Antwerp University Hospital, Edegem B-2650, Belgium; 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.
| | - Luisa Vonghia
- Department of Gastroenterology Hepatology, Antwerp University Hospital, Edegem B-2650, Belgium; 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
| |
Collapse
|
28
|
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.
Collapse
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
| |
Collapse
|
29
|
Volčanšek Š, Janež A, Rizzo M, Muzurović E. Monitoring the liver as a part of the cardio-renal-metabolic continuum - What is cooking and burning with non-invasive tests and treatment options? J Diabetes Complications 2024; 38:108875. [PMID: 39353809 DOI: 10.1016/j.jdiacomp.2024.108875] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/16/2024] [Revised: 09/18/2024] [Accepted: 09/20/2024] [Indexed: 10/04/2024]
Affiliation(s)
- Špela Volčanšek
- Department of Endocrinology, Diabetes and Metabolic Diseases, University Medical Center Ljubljana, Zaloška 7, 1000 Ljubljana, Slovenia; Medical Faculty Ljubljana, Vrazov trg 2, 1000 Ljubljana, Slovenia
| | - Andrej Janež
- Department of Endocrinology, Diabetes and Metabolic Diseases, University Medical Center Ljubljana, Zaloška 7, 1000 Ljubljana, Slovenia; Medical Faculty Ljubljana, Vrazov trg 2, 1000 Ljubljana, Slovenia
| | - Manfredi Rizzo
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties, University of Palermo, Palermo, Italy; Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates
| | - Emir Muzurović
- Department of Internal Medicine, Endocrinology Section, Clinical Centre of Montenegro, Podgorica, Montenegro; Faculty of Medicine, University of Montenegro, Podgorica, Montenegro.
| |
Collapse
|
30
|
Fan JG, Xu XY, Yang RX, Nan YM, Wei L, Jia JD, Zhuang H, Shi JP, Li XY, Sun C, Li J, Wong VWS, Duan ZP. Guideline for the Prevention and Treatment of Metabolic Dysfunction-associated Fatty Liver Disease (Version 2024). J Clin Transl Hepatol 2024; 12:955-974. [PMID: 39544247 PMCID: PMC11557364 DOI: 10.14218/jcth.2024.00311] [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: 08/28/2024] [Revised: 10/07/2024] [Accepted: 10/11/2024] [Indexed: 11/17/2024] Open
Abstract
With the rising epidemic of obesity, metabolic syndrome, and type 2 diabetes mellitus in China, metabolic dysfunction-associated non-alcoholic fatty liver disease has become the most prevalent chronic liver disease. This condition frequently occurs in Chinese patients with alcoholic liver disease and chronic hepatitis B. To address the impending public health crisis of non-alcoholic fatty liver disease and its underlying metabolic issues, the Chinese Society of Hepatology and the Chinese Medical Association convened a panel of clinical experts to revise and update the "Guideline of prevention and treatment of non-alcoholic fatty liver disease (2018, China)". The new edition, titled "Guideline for the prevention and treatment of metabolic dysfunction-associated fatty liver disease (Version 2024)", offers comprehensive recommendations on key clinical issues, including screening and monitoring, diagnosis and evaluation, treatment, and follow-up for metabolic dysfunction-associated fatty liver disease and metabolic dysfunction-associated steatotic liver disease. Metabolic dysfunction-associated fatty liver disease is now the preferred English term and is used interchangeably with metabolic dysfunction-associated steatotic liver disease. Additionally, the guideline emphasizes the importance of multidisciplinary collaboration among hepatologists and other specialists to manage cardiometabolic disorders and liver disease effectively.
Collapse
Affiliation(s)
- Jian-Gao Fan
- Department of Gastroenterology, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xiao-Yuan Xu
- Department of Infectious Diseases, Peking University First Hospital, Beijing, China
| | - Rui-Xu Yang
- Department of Gastroenterology, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yue-Min Nan
- Department of Traditional and Western Medical Hepatology, Hebei Medical University Third Hospital, Shijiazhuang, Hebei, China
| | - Lai Wei
- Hepatopancreatobiliary Centre, Beijing Tsinghua Changgung Hospital, Tsinghua University, Beijing, China
| | - Ji-Dong Jia
- Liver Research Centre, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Hui Zhuang
- Department of Microbiology and Centre for Infectious Diseases, Peking University Health Science Centre, Beijing, China
| | - Jun-Ping Shi
- Department of Hepatology, The Affiliated Hospital of Hangzhou Normal University, Hangzhou, Zhejiang, China
| | - Xiao-Ying Li
- Department of Endocrinology and Metabolism, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Chao Sun
- Department of Gastroenterology, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jie Li
- Department of Infectious Disease, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
| | - Vincent Wai-Sun Wong
- State Key Laboratory of Digestive Disease, Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China
| | - Zhong-Ping Duan
- Fourth Department of Liver Disease, Beijing Youan Hospital, Capital Medical University, Beijing, China
| | - Chinese Society of Hepatology, Chinese Medical Association
- Department of Gastroenterology, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Department of Infectious Diseases, Peking University First Hospital, Beijing, China
- Department of Traditional and Western Medical Hepatology, Hebei Medical University Third Hospital, Shijiazhuang, Hebei, China
- Hepatopancreatobiliary Centre, Beijing Tsinghua Changgung Hospital, Tsinghua University, Beijing, China
- Liver Research Centre, Beijing Friendship Hospital, Capital Medical University, Beijing, China
- Department of Microbiology and Centre for Infectious Diseases, Peking University Health Science Centre, Beijing, China
- Department of Hepatology, The Affiliated Hospital of Hangzhou Normal University, Hangzhou, Zhejiang, China
- Department of Endocrinology and Metabolism, Zhongshan Hospital, Fudan University, Shanghai, China
- Department of Infectious Disease, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
- State Key Laboratory of Digestive Disease, Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China
- Fourth Department of Liver Disease, Beijing Youan Hospital, Capital Medical University, Beijing, China
| |
Collapse
|
31
|
Talha M, Ali MH, Nadeem ZA, Akram U, Saravanan PB, Khalid MHA. Efficacy and safety of resmetirom for the treatment of nonalcoholic steatohepatitis: a GRADE assessed systematic review and meta-analysis. Eur J Gastroenterol Hepatol 2024:00042737-990000000-00442. [PMID: 39589833 DOI: 10.1097/meg.0000000000002892] [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] [Indexed: 11/28/2024]
Abstract
There are no Food and Drug Administration (FDA)-approved treatment options for nonalcoholic steatohepatitis (NASH) which is a prevailing disease that leads to fibrosis, cirrhosis, or hepatocellular carcinoma. Hence, this systematic review and meta-analysis aims to determine the efficacy and safety of resmetirom, the first FDA-approved drug, for the treatment of NASH. A Grading of Recommendations, Assessment, Development, and Evaluation assessed systematic search of Cochrane Library, MEDLINE, Scopus, and Google Scholar database was conducted from inception till 31 March 2024. Meta-analyses were carried out in accordance with the PRISMA statement. Heterogeneity was determined to be significant if found above 50%. This meta-analysis encompasses three randomized clinical trials, including a total of 2231 patients. The findings show resmetirom's significant efficacy in several key outcomes, including improvement in fibrosis risk ratios, 1.67 [95% confidence intervals (CI), 1.26-2.20], reductions in liver fat content (95% CI, -39.58 to -23.5), and enhanced liver fibrosis score (95% CI, -0.37 to -0.13) along with improved levels of liver enzymes. Resmetirom was found to be associated with nausea and diarrhea. This is the first systematic review and meta-analysis to determine the safety and efficacy of resmetirom which showed significant positive results in fibrosis improvement, liver fat content, lipid profiles, and liver enzymes in comparison to placebo. Moreover, moderate side effects, such as diarrhea and nausea, were seen in few patients indicating a satisfactory safety profile.
Collapse
Affiliation(s)
- Muhammad Talha
- Department of Medicine, Shaikh Khalifa Bin Zayed Al-Nahyan Medical College
| | - Mohammad Haris Ali
- Department of Medicine, Shaikh Khalifa Bin Zayed Al-Nahyan Medical College
| | - Zain Ali Nadeem
- Department of Medicine, Allama Iqbal Medical College, Lahore, Pakistan
| | - Umar Akram
- Department of Medicine, Allama Iqbal Medical College, Lahore, Pakistan
| | - Praveen Bharath Saravanan
- Department of Internal Medicine, K.A.P. Viswanatham Government Medical College, Tiruchirappalli, India
| | | |
Collapse
|
32
|
Palupi PD, Wei CY, Chou WH, Lin MR, Wan YJY, Chang WC. Dietary contributions in the genetic variation of liver fibrosis: a genome-wide association study of fibrosis-4 index in the liver fibrosis development. Cell Biosci 2024; 14:141. [PMID: 39578894 PMCID: PMC11583755 DOI: 10.1186/s13578-024-01321-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2024] [Accepted: 11/04/2024] [Indexed: 11/24/2024] Open
Abstract
BACKGROUND The fibrosis-4 (FIB-4) index is a non-invasive method to assess the severity of liver fibrosis. The development of liver fibrosis is influenced by genetic predisposition and dietary factors. However, the modulating effect of dietary factors on the genetic susceptibility of liver fibrosis remains unclear. The study aims to investigate the role of dietary factors in modulating the genetic susceptibility of liver fibrosis. METHODS Here, we conducted a genome-wide association study (GWAS) of FIB-4 index-directed liver fibrosis risk, adjusted with diet, lifestyle factors, and hepatitis serological markers. The high (N = 1,476) and low (N = 36,735) liver fibrosis risk groups were defined with a FIB-4 > 2.67 and < 1.3, respectively. RESULTS The age-related FIB-4 variation showed subjects with a FIB-4 > 2.67 (3.8%), indicating high fibrosis risk, occurred predominantly among individuals above 60 years old. The multivariable analysis showed that tea intake is significantly associated with a reduced risk of liver fibrosis. The GWAS adjusted for sex, age, age2, dietary factors (tea and coffee consumption, vegetarian preference), lifestyle (alcohol consumption, physical activity), hepatitis serological markers (anti-HCV, HBsAg, HBeAg), and the top ten principal components indicated 25 genome-wide significant signals (p < 5 × 10- 8). Two variants (rs56293029 and rs9389269) were previously associated with the FIB-4 index in alcohol-related cirrhosis, while the 23 SNPs remaining were novel. The rs9399136 (HBS1L) is a protective variant, and rs9274407 (HLA-DQB1) is a risk variant, both contributing to liver fibrosis development. Our results showed that genetic factors play a major role in liver fibrosis, while dietary factors have minor effects on disease progression. Pathway analysis suggested the potential of immune response and hematopoietic systems function in the pathogenesis of liver disease. CONCLUSIONS The studies not only revealed the protective role of rs9399136 (HBS1L) and the risk effect of rs9274407 (HLA-DQB1) toward liver fibrosis in a Taiwanese population, but also demonstrated that individual consumption patterns, such as tea uptake, have a minor impact on liver fibrosis prevention. The pathway analysis from GWAS variants further indicated the importance of immune responses in the pathogenesis of liver fibrosis.
Collapse
Affiliation(s)
- Poppy Diah Palupi
- Department of Clinical Pharmacy, School of Pharmacy, College of Pharmacy, Taipei Medical University, Taipei, 11031, Taiwan
| | - Chun-Yu Wei
- Core Laboratory of Neoantigen Analysis for Personalized Cancer Vaccine, Office of R&D, Taipei Medical University, Taipei, 11031, Taiwan
| | - Wan-Hsuan Chou
- Department of Clinical Pharmacy, School of Pharmacy, College of Pharmacy, Taipei Medical University, Taipei, 11031, Taiwan
| | - Min-Rou Lin
- Department of Clinical Pharmacy, School of Pharmacy, College of Pharmacy, Taipei Medical University, Taipei, 11031, Taiwan
| | - Yu-Jui Yvonne Wan
- Department of Clinical Pharmacy, School of Pharmacy, College of Pharmacy, Taipei Medical University, Taipei, 11031, Taiwan
- Department of Medical Pathology and Laboratory Medicine, University of California, Davis, Sacramento, CA, USA
| | - Wei-Chiao Chang
- Department of Clinical Pharmacy, School of Pharmacy, College of Pharmacy, Taipei Medical University, Taipei, 11031, Taiwan.
- Master Program in Clinical Genomics and Proteomics, Taipei Medical University, Taipei, 11031, Taiwan.
- Integrative Research Center for Critical Care, Department of Pharmacy, Taipei Medical University-Wan-Fang Hospital, Taipei, 11696, Taiwan.
- Department of Pharmacy, Wan Fang Hospital, Taipei Medical University, Taipei, 11696, Taiwan.
| |
Collapse
|
33
|
Kaylan KB, Paul S. NAFLD No More: A Review of Current Guidelines in the Diagnosis and Evaluation of Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD). Curr Diab Rep 2024; 25:5. [PMID: 39535566 DOI: 10.1007/s11892-024-01558-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/10/2024] [Indexed: 11/16/2024]
Abstract
PURPOSE OF REVIEW Provide a concise update on metabolic dysfunction-associated steatotic liver disease (MASLD), formerly known as non-alcoholic fatty liver disease (NAFLD), as well as a practical approach to screening and initial evaluation. RECENT FINDINGS Nomenclature changes have placed a greater focus on cardiometabolic risk factors in the definition of MASLD. Screening for MASLD is by stepwise noninvasive serum and imaging tests which can identify patients at risk for advanced fibrosis and liver-related complications. MASLD has been increasing in prevalence and disease burden but is underrecognized in primary care and endocrinology clinics. Multiple society guidelines, synthesized here, provide a framework for the initial approach in the diagnosis and evaluation of MASLD. Recent advances in pharmacologic treatment underline the importance of screening for patients who are at risk for advanced fibrosis as they are most likely to benefit from new drug classes, such as the liver-directed thyroid receptor agonist resmiterom.
Collapse
Affiliation(s)
- Kerim B Kaylan
- Section of Adult and Pediatric Endocrinology, Diabetes, and Metabolism, The University of Chicago Medicine, Chicago, IL, USA
| | - Sonali Paul
- Section of Gastroenterology, Hepatology, and Nutrition, Center for Liver Diseases, The University of Chicago Medicine, Chicago, IL, USA.
| |
Collapse
|
34
|
Paik A, Henry L, de Avila L, AlQahtani S, Nader F, Paik JM, Younossi ZM. Food Swamps and Food Deserts Impact on Metabolic Dysfunction-Associated Steatotic Liver Disease Mortality in U.S. Counties. Clin Gastroenterol Hepatol 2024:S1542-3565(24)00989-3. [PMID: 39542386 DOI: 10.1016/j.cgh.2024.08.053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2024] [Revised: 08/16/2024] [Accepted: 08/20/2024] [Indexed: 11/17/2024]
Abstract
BACKGROUND AND AIMS Lacking access to quality food may increase the risk of metabolic dysfunction-associated steatotic liver disease (MASLD). We investigated associations between food environment factors (food deserts and food swamps) and MASLD-related mortality across the United States. METHODS MASLD-related deaths were obtained from the National Vital Statistics System (2016-2020) and food environment factors from Food Environment Atlas. Food deserts are areas where low-income residents have limited access to affordable and nutritious food due to a scarcity of nearby grocery stores. Food swamps are areas oversaturated with outlets offering limited healthy food options. RESULTS Counties in the highest mortality quartile (fourth quartile) compared with the lowest mortality quartile (first quartile) were predominantly located in the South region (78.7% vs 23.5%) and rural areas (76.1% vs 26.6%). These counties also had higher rates of elderly residents (19.4% vs 16.5%), Hispanic residents (13.1% vs 10.5%), household crowding (2.83% vs 2.37%), no broadband Internet subscription (23.9% vs 12.7%), no high school diploma (16.1% vs 9.0%), poverty (30.2% vs 18.5%), unemployment (6.4% vs 4.7%), food deserts (8.7% vs 5.8%), and food swamp ratio (5.69 vs 4.28) (all P values <.001). After adjusting for county sociodemographic and clinical factors and regions, mixed-effects linear regression models showed significant differences in mortality rates (per 100,000) between counties with the highest vs lowest quartiles of food deserts (25.65 vs 12.75, adjusted difference = 3.66 [95% confidence interval, 2.66-4.72]) and food swamps (27.13 vs 20.15 per 100,000, adjusted difference = 3.57 [95% confidence interval, 2.44-4.71]). CONCLUSIONS In the United States, addressing sociodemographic and food environment disparities is paramount to reduce MASLD-related mortality.
Collapse
Affiliation(s)
- Annette Paik
- The Global NASH Council, Washington, DC; Beatty Liver and Obesity Research Program, Inova Health System, Falls Church, Virginia
| | - Linda Henry
- The Global NASH Council, Washington, DC; Beatty Liver and Obesity Research Program, Inova Health System, Falls Church, Virginia
| | - Leyla de Avila
- The Global NASH Council, Washington, DC; Beatty Liver and Obesity Research Program, Inova Health System, Falls Church, Virginia
| | - Saleh AlQahtani
- The Global NASH Council, Washington, DC; Organ Transplant Center of Excellence, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia; Division of Gastroenterology and Hepatology, Johns Hopkins University, Baltimore, Maryland
| | - Fatema Nader
- The Global NASH Council, Washington, DC; Beatty Liver and Obesity Research Program, Inova Health System, Falls Church, Virginia; Center for Outcomes Research in Liver Diseases, Washington, DC
| | - James M Paik
- The Global NASH Council, Washington, DC; Beatty Liver and Obesity Research Program, Inova Health System, Falls Church, Virginia; Center for Outcomes Research in Liver Diseases, Washington, DC
| | - Zobair M Younossi
- The Global NASH Council, Washington, DC; Beatty Liver and Obesity Research Program, Inova Health System, Falls Church, Virginia.
| |
Collapse
|
35
|
Dawod S, Brown K. Non-invasive testing in metabolic dysfunction-associated steatotic liver disease. Front Med (Lausanne) 2024; 11:1499013. [PMID: 39606621 PMCID: PMC11598437 DOI: 10.3389/fmed.2024.1499013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2024] [Accepted: 10/29/2024] [Indexed: 11/29/2024] Open
Abstract
Metabolic dysfunction-associated steatotic liver disease (MASLD), previously referred to as non-alcoholic fatty liver disease (NAFLD), is a leading cause of chronic liver disease, affecting up to 30% of the global population. MASLD is strongly associated with metabolic risk factors such as obesity and type 2 diabetes, and can progress to advanced stages including cirrhosis and hepatocellular carcinoma. Early diagnosis and accurate staging of fibrosis are critical in managing the disease and preventing complications. While liver biopsy has long been considered the gold standard for assessing fibrosis, it is invasive and carries associated risks. In response, non-invasive tests (NITs) have emerged as essential alternatives for the diagnosis and monitoring of MASLD. Key methods include blood-based biomarkers such as the Fibrosis-4 (FIB-4) score, NAFLD Fibrosis Score (NFS), and Enhanced Liver Fibrosis (ELF) test, as well as imaging modalities like vibration-controlled transient elastography (VCTE) and magnetic resonance elastography (MRE). These tests provide safer, more accessible methods for identifying liver fibrosis and guiding clinical management. They are integral in assessing disease severity, guiding treatment decisions, and monitoring disease progression, particularly in light of emerging therapies. NITs have become increasingly recommended by clinical guidelines as they reduce the need for invasive procedures like liver biopsy, improving patient care and outcomes. In conclusion, non-invasive testing plays a crucial role in the effective management of MASLD, offering reliable alternatives for diagnosis and monitoring while minimizing risks associated with traditional invasive methods.
Collapse
|
36
|
Abhadiomhen SE, Nzeakor EO, Oyibo K. Health Risk Assessment Using Machine Learning: Systematic Review. ELECTRONICS 2024; 13:4405. [DOI: 10.3390/electronics13224405] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/04/2024]
Abstract
According to the World Health Organization, chronic illnesses account for over 70% of deaths globally, underscoring the need for effective health risk assessment (HRA). While machine learning (ML) has shown potential in enhancing HRA, no systematic review has explored its application in general health risk assessments. Existing reviews typically focus on specific conditions. This paper reviews published articles that utilize ML for HRA, and it aims to identify the model development methods. A systematic review following Tranfield et al.’s three-stage approach was conducted, and it adhered to the PRISMA protocol. The literature was sourced from five databases, including PubMed. Of the included articles, 42% (11/26) addressed general health risks. Secondary data sources were most common (14/26, 53.85%), while primary data were used in eleven studies, with nine (81.81%) using data from a specific population. Random forest was the most popular algorithm, which was used in nine studies (34.62%). Notably, twelve studies implemented multiple algorithms, while seven studies incorporated model interpretability techniques. Although these studies have shown promise in addressing digital health inequities, more research is needed to include diverse sample populations, particularly from underserved communities, to enhance the generalizability of existing models. Furthermore, model interpretability should be prioritized to ensure transparent, trustworthy, and broadly applicable healthcare solutions.
Collapse
Affiliation(s)
- Stanley Ebhohimhen Abhadiomhen
- Department of Electrical Engineering and Computer Science, York University, 4700 Keele Street, Toronto, ON M3J 1P3, Canada
- Department of Computer Science, University of Nigeria, Nsukka 400241, Nigeria
| | - Emmanuel Onyekachukwu Nzeakor
- Department of Electrical Engineering and Computer Science, York University, 4700 Keele Street, Toronto, ON M3J 1P3, Canada
| | - Kiemute Oyibo
- Department of Electrical Engineering and Computer Science, York University, 4700 Keele Street, Toronto, ON M3J 1P3, Canada
| |
Collapse
|
37
|
Kim J, Ito T, Arai T, Atsukawa M, Kawanaka M, Toyoda H, Honda T, Yu ML, Yoon EL, Jun DW, Cha K, Nguyen MH. Modified FIB-4 Index in Type 2 Diabetes Mellitus with Steatosis: A Non-Linear Predictive Model for Advanced Hepatic Fibrosis. Diagnostics (Basel) 2024; 14:2500. [PMID: 39594165 PMCID: PMC11592587 DOI: 10.3390/diagnostics14222500] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2024] [Revised: 11/04/2024] [Accepted: 11/05/2024] [Indexed: 11/28/2024] Open
Abstract
Background: The Fibrosis-4 (FIB-4) index is widely recommended as a first-tier method for screening advanced hepatic fibrosis; however, its diagnostic performance is known to be suboptimal in patients with Type 2 diabetes mellitus (T2DM). We aim to propose a modified FIB-4, using the parameters of the existing FIB-4, tailored specifically for diabetic patients with metabolic dysfunction-associated steatotic liver disease (MASLD). Methods: A total of 1503 patients who underwent liver biopsy were divided into T2DM (n = 517) and non-T2DM (n = 986) groups. The model was developed using multiple regression analysis in the derivation cohort and validated in the validation cohort. Diagnostic accuracy was evaluated using the area under the receiver operating characteristic (AUC) curves. Results: Among the 1503 individuals, those with T2DM were older, more likely to be male, and had a higher prevalence of advanced hepatic fibrosis (≥F3) compared to non-T2DM individuals. Independent risk factors for advanced fibrosis in T2DM included age, AST, AST/ALT ratio, albumin, triglycerides, and platelet count. The optimized FIB-4 model for T2DM with MASLD (Diabetes Fibrosis Index) demonstrated superior diagnostic accuracy (AUC 0.771) compared to the FIB-4 (AUC 0.735, p = 0.012). The model showed a higher negative predictive value than the original FIB-4 across all age groups in the diabetic group. Conclusions: The newly optimized FIB-4 model for T2DM with MASLD (Diabetes Fibrosis Index), incorporating a non-linear predictive model, improves diagnostic performance (AUC) and the negative predictive value in MASLD with T2DM.
Collapse
Affiliation(s)
- Jonghyun Kim
- Research Institute for Convergence of Basic Science, Department of Applied Statistics, College of Natural Sciences, Hanyang University, Seoul 04763, Republic of Korea;
| | - Takanori Ito
- Department of Gastroenterology and Hepatology, Nagoya University Hospital, Nagoya 466-8560, Japan; (T.I.); (T.H.)
| | - Taeang Arai
- Division of Gastroenterology and Hepatology, Nippon Medical School, Tokyo 113-8602, Japan; (T.A.); (M.A.)
| | - Masanori Atsukawa
- Division of Gastroenterology and Hepatology, Nippon Medical School, Tokyo 113-8602, Japan; (T.A.); (M.A.)
| | - Miwa Kawanaka
- Department of General Internal Medicine, Kawasaki Medical School General Medical Center, Okayama 700-8505, Japan;
| | - Hidenori Toyoda
- Department of Gastroenterology, Ogaki Municipal Hospital, Ogaki 503-8502, Japan;
| | - Takashi Honda
- Department of Gastroenterology and Hepatology, Nagoya University Hospital, Nagoya 466-8560, Japan; (T.I.); (T.H.)
| | - Ming-Lung Yu
- Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan;
| | - Eileen L. Yoon
- Department of Internal Medicine, Hanyang University College of Medicine, Seoul 04763, Republic of Korea;
| | - Dae Won Jun
- Department of Internal Medicine, Hanyang University College of Medicine, Seoul 04763, Republic of Korea;
| | - Kyungjoon Cha
- Research Institute for Convergence of Basic Science, Department of Applied Statistics, College of Natural Sciences, Hanyang University, Seoul 04763, Republic of Korea;
- Department of Mathematics, College of Natural Sciences, Hanyang University, 222, Wangsimni-ro, Seongdong-gu, Seoul 04763, Republic of Korea
| | - Mindie H. Nguyen
- Division of Gastroenterology and Hepatology, Department of Medicine, Stanford University Medical Center, Palo Alto, CA 94304, USA
- Department of Epidemiology and Population Health, Stanford University Medical Center, Palo Alto, CA 94304, USA
| |
Collapse
|
38
|
Auwerx C, Kutalik Z, Reymond A. The pleiotropic spectrum of proximal 16p11.2 CNVs. Am J Hum Genet 2024; 111:2309-2346. [PMID: 39332410 PMCID: PMC11568765 DOI: 10.1016/j.ajhg.2024.08.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Revised: 08/18/2024] [Accepted: 08/21/2024] [Indexed: 09/29/2024] Open
Abstract
Recurrent genomic rearrangements at 16p11.2 BP4-5 represent one of the most common causes of genomic disorders. Originally associated with increased risk for autism spectrum disorder, schizophrenia, and intellectual disability, as well as adiposity and head circumference, these CNVs have since been associated with a plethora of phenotypic alterations, albeit with high variability in expressivity and incomplete penetrance. Here, we comprehensively review the pleiotropy associated with 16p11.2 BP4-5 rearrangements to shine light on its full phenotypic spectrum. Illustrating this phenotypic heterogeneity, we expose many parallels between findings gathered from clinical versus population-based cohorts, which often point to the same physiological systems, and emphasize the role of the CNV beyond neuropsychiatric and anthropometric traits. Revealing the complex and variable clinical manifestations of this CNV is crucial for accurate diagnosis and personalized treatment strategies for carrier individuals. Furthermore, we discuss areas of research that will be key to identifying factors contributing to phenotypic heterogeneity and gaining mechanistic insights into the molecular pathways underlying observed associations, while demonstrating how diversity in affected individuals, cohorts, experimental models, and analytical approaches can catalyze discoveries.
Collapse
Affiliation(s)
- Chiara Auwerx
- Center for Integrative Genomics, University of Lausanne, Lausanne, Switzerland; Department of Computational Biology, University of Lausanne, Lausanne, Switzerland; Swiss Institute of Bioinformatics, Lausanne, Switzerland; University Center for Primary Care and Public Health, Lausanne, Switzerland
| | - Zoltán Kutalik
- Department of Computational Biology, University of Lausanne, Lausanne, Switzerland; Swiss Institute of Bioinformatics, Lausanne, Switzerland; University Center for Primary Care and Public Health, Lausanne, Switzerland
| | - Alexandre Reymond
- Center for Integrative Genomics, University of Lausanne, Lausanne, Switzerland.
| |
Collapse
|
39
|
Mahmoud M, Kawtharany H, Awali M, Mahmoud N, Mohamed I, Syn WK. The Effects of Testosterone Replacement Therapy in Adult Men With Metabolic Dysfunction-Associated Steatotic Liver Disease: A Systematic Review and Meta-analysis. Clin Transl Gastroenterol 2024:01720094-990000000-00325. [PMID: 39503363 DOI: 10.14309/ctg.0000000000000787] [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: 04/11/2024] [Accepted: 10/30/2024] [Indexed: 11/08/2024] Open
Abstract
INTRODUCTION Sex steroids modulate metabolic dysfunction-associated steatotic liver disease (MASLD) pathobiology. We hypothesized that testosterone treatment (TT) modulates progression of MASLD and performed a systematic review to evaluate the efficacy of TT on liver steatosis and fibrosis. METHODS We searched PubMed and Embase from inception until November 2023. We screened 1,489 studies and identified 9 eligible studies. We assessed risk of bias for randomized trials using RoB-2 "Cochrane risk of bias tool for randomized trials," nonrandomized studies using ROBINS-I tool "Risk of Bias In Nonrandomized Studies-of Interventions," and Murad's tool for single-arm studies. We pooled estimates using RevMan 5. RESULTS Three randomized controlled trials|, 4 nonrandomized studies, and 2 single-arm studies were identified. The population of interest comprised men with MASLD. TT was administered at varying doses, routes, and frequencies, with follow-up ranging from 12 weeks to 8 years. Liver fibrosis and steatosis were assessed using liver biopsy in 3 studies, CT/MRI in 5, and serum scores in 2. All studies provided evidence of reduction in liver steatosis with TT compared with no TT. In addition, the LiFT (randomized controlled trials) trial demonstrated a resolution of MASLD/ metabolic dysfunction-associated steatohepatitis and a regression in liver fibrosis. TT led to decrease in liver enzymes. Studies were heterogenous in terms of population characteristics, treatment modalities, endpoints, and follow-up. Adverse events were comparable between the 2 groups. DISCUSSION TT is a promising treatment option for men with MASLD and low testosterone. It may improve liver steatosis and reduce liver fibrosis. Large, double-blinded randomized placebo-controlled trials are needed.
Collapse
Affiliation(s)
- Maya Mahmoud
- Department of Internal Medicine, Saint Louis University, St Louis, Missouri, USA
| | - Hassan Kawtharany
- Evidence-Based Practice and Impact Center, Department of Internal Medicine, University of Kansas Medical Center, Kansas City, Kansas, USA
| | - Mohamed Awali
- Department of Radiology, Washington University in Saint Louis, St Louis, Missouri, USA
| | - Nadine Mahmoud
- Pulmonary and Critical Care Medicine, Department of Internal Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Islam Mohamed
- Department of Internal Medicine, University of Missouri-Kansas City, Kansas City, Missouri, USA
| | - Wing-Kin Syn
- Division of Gastroenterology & Hepatology, Department of Internal Medicine, Saint Louis University, St Louis, Missouri, USA
- Department of Physiology, Faculty of Medicine and Nursing, University of Basque Country UPV/EHU, Leioa, Spain
| |
Collapse
|
40
|
Ilagan-Ying YC, Gordon KS, Tate JP, Lim JK, Torgersen J, Lo Re V, Justice AC, Taddei TH. Risk Score for Hepatocellular Cancer in Adults Without Viral Hepatitis or Cirrhosis. JAMA Netw Open 2024; 7:e2443608. [PMID: 39504020 PMCID: PMC11541635 DOI: 10.1001/jamanetworkopen.2024.43608] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2024] [Accepted: 09/16/2024] [Indexed: 11/08/2024] Open
Abstract
Importance Hepatocellular carcinoma (HCC) is typically detected only at advanced stages when treatment options are limited. Most of the current HCC risk models focus on patients with viral hepatitis or diagnosed cirrhosis or require variables not routinely available in clinical care. Objective To identify modifiable HCC risk factors in the general population and to develop a risk score to inform HCC screening and risk-factor modification interventions for high-risk individuals without viral hepatitis or decompensated cirrhosis. Design, Setting, and Participants This cohort study analyzed demographic, clinical, laboratory, and diagnostic data from the US Department of Veterans Affairs (VA) electronic health records. Data were divided into development and validation samples. Veterans aged 30 to 95 years were included, and those with hepatitis B or C virus infection, hepatic decompensation, or prevalent HCC were excluded. Patients were followed up until the occurrence of HCC diagnosis, death, or December 31, 2021. A Cox proportional hazards regression model for 10-year risk of HCC was developed and used to create an HCC risk score, and performance in development and validation samples and in patient subgroups was evaluated. One outpatient visit date per person at least 18 months after VA entry, between October 1, 2007, and March 31, 2020, was randomly selected and used as the index date for the start of follow-up. Analyses were performed from March 2023 to May 2024. Exposures Age, sex, race and ethnicity, body mass index, liver fibrosis (detected with Fibrosis-4 Index [FIB-4]), diabetes status, smoking status, and alcohol use. Main Outcomes and Measures First HCC diagnosis during follow-up. This information was ascertained from VA national cancer registry topography and histology codes and from International Classification of Diseases, Ninth Revision and International Statistical Classification of Diseases, Tenth Revision, Clinical Modification diagnosis codes for the inpatient or outpatient visits. Results This study of 6 509 288 veterans included 6 048 917 males (92.9%), with a median (IQR) age of 65 (54-74) years, who identified as being of Hispanic (5.3%), non-Hispanic Black (15.0%), non-Hispanic White (68.9%), or other (4.6%) race and ethnicity. Overall, 15 142 patients (0.2%) developed HCC, 69.5% of whom had FIB-4 of 3.25 or lower at baseline. While FIB-4 was the most important variable, age, sex, race and ethnicity, body mass index, diabetes, smoking, and alcohol use were also informative. Discrimination in the development sample was better than FIB-4 alone (C statistic, 0.83 [95% CI, 0.82-0.85] vs 0.79 [95% CI, 0.77-0.80]). The HCC risk score performed consistently well in the validation sample and in all subgroups. A FIB-4 threshold of 3.25 would screen 5.0% of the cohort at a cost of 28 false-positives for every true-positive; a model risk score of 58 would screen 4.7% of the cohort at a cost of 23 false-positives for every true-positive. Conclusions and Relevance Results of this study suggest that a multivariable risk score that uses routinely available clinical data outperforms FIB-4 alone in identifying patients at risk of HCC who do not have viral hepatitis or hepatic decompensation at baseline.
Collapse
Affiliation(s)
- Ysabel C. Ilagan-Ying
- Department of Medicine, Yale School of Medicine, New Haven, Connecticut
- Department of Medicine, Veterans Affairs Connecticut Healthcare, West Haven, Connecticut
| | - Kirsha S. Gordon
- Department of Medicine, Yale School of Medicine, New Haven, Connecticut
- Department of Medicine, Veterans Affairs Connecticut Healthcare, West Haven, Connecticut
| | - Janet P. Tate
- Department of Medicine, Yale School of Medicine, New Haven, Connecticut
- Department of Medicine, Veterans Affairs Connecticut Healthcare, West Haven, Connecticut
| | - Joseph K. Lim
- Department of Medicine, Yale School of Medicine, New Haven, Connecticut
- Department of Medicine, Veterans Affairs Connecticut Healthcare, West Haven, Connecticut
| | - Jessie Torgersen
- Division of Infectious Diseases, Department of Medicine and Center for Clinical Epidemiology and Biostatistics, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia
| | - Vincent Lo Re
- Division of Infectious Diseases, Department of Medicine and Center for Clinical Epidemiology and Biostatistics, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia
| | - Amy C. Justice
- Department of Medicine, Yale School of Medicine, New Haven, Connecticut
- Department of Medicine, Veterans Affairs Connecticut Healthcare, West Haven, Connecticut
- Department of Health Policy and Management, Yale School of Public Health, New Haven, Connecticut
| | - Tamar H. Taddei
- Department of Medicine, Yale School of Medicine, New Haven, Connecticut
- Department of Medicine, Veterans Affairs Connecticut Healthcare, West Haven, Connecticut
| |
Collapse
|
41
|
Bondurant J, Paul S. Double Trouble: Metabolic Dysfunction-Associated Fatty Liver Disease in Fraternal Twins. J Pediatr Health Care 2024:S0891-5245(24)00315-8. [PMID: 39503674 DOI: 10.1016/j.pedhc.2024.10.012] [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: 10/04/2024] [Accepted: 10/14/2024] [Indexed: 11/08/2024]
Abstract
Pediatric cases of metabolic dysfunction-associated fatty liver disease (MASLD, formerly termed non-alcoholic fatty liver disease (NAFLD) are a troubling new outcome of the pediatric obesity epidemic. Advising patients and families with this condition is challenging considering the nutrition needed to sustain developmentally appropriate growth in youth. Describing risk factors, comorbidities, management, and referrals for MASLD could improve surveillance and outcomes for this condition. MASLD is commonly seen with other comorbidities such as dyslipidemia, obstructive sleep apnea, type 2 diabetes, hypothyroidism, anxiety, and depression. Considerations of epigenetics, diabetes, and adverse childhood experiences will be explored as additional underlying contributors to MASLD. Screening patients for this condition in conjunction with other comorbidities is essential to preventing the progression to non-alcoholic steatohepatitis (NASH) and cirrhosis, as well as lowering the risk for hepatocellular carcinoma. This fraternal twin case report describes pertinent diagnostics, recommendations for referrals, follow-up consultations, and red flags for more advanced liver disease.
Collapse
|
42
|
Israelsen M, Francque S, Tsochatzis EA, Krag A. Steatotic liver disease. Lancet 2024; 404:1761-1778. [PMID: 39488409 DOI: 10.1016/s0140-6736(24)01811-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2024] [Revised: 08/27/2024] [Accepted: 08/28/2024] [Indexed: 11/04/2024]
Abstract
Steatotic liver disease is the overarching term for conditions characterised by abnormal lipid accumulation in the liver (liver or hepatic steatosis). Steatotic liver disease encompasses what was previously termed non-alcoholic fatty liver disease (NAFLD), which is now called metabolic dysfunction-associated steatotic liver disease (MASLD). Additionally, steatotic liver disease includes alcohol-related liver disease (ALD) and MetALD, the new classification for the overlap between MASLD and ALD, and rare causes of liver steatosis. Cirrhosis is globally the 11th leading cause of death, and steatotic liver disease has become the leading cause of cirrhosis in the EU and USA. Steatotic liver disease affects around 30% of the global population and is mainly driven by obesity, type 2 diabetes, and alcohol intake, but only a minor proportion with steatotic liver disease progress to cirrhosis. The presence and progression of liver fibrosis led by hepatic inflammation is the main predictor of liver-related death across the entire spectrum of steatotic liver diseases. A combination of recent advancements of widely available biomarkers for early detection of liver fibrosis together with considerable advancements in therapeutic interventions offer the possibility to reduce morbidity and mortality in patients with steatotic liver disease. This Seminar covers the recent reclassification of steatotic liver disease and how it reflects clinical practice and prognosis. For early detection of liver fibrosis, we propose a collaborative diagnostic framework between primary care and liver specialists. Lastly, we discuss current best practices for managing steatotic liver disease, we explore therapeutic targets across the spectrum of steatotic liver diseases, and we review the pipeline of drugs in development for MASLD.
Collapse
Affiliation(s)
- Mads Israelsen
- Centre for Liver Research and Department of Gastroenterology and Hepatology, Odense University Hospital, Odense, Denmark; Institute of Clinical Research, Faculty of Health Sciences, University of Southern Denmark, Odense, Denmark
| | - Sven Francque
- Department of Gastroenterology and Hepatology, Antwerp University Hospital, Antwerp, Belgium; Laboratory of Experimental Medicine and Paediatrics, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium; InflaMed Centre of Excellence, Translational Sciences in Inflammation and Immunology, University of Antwerp, Antwerp, Belgium
| | - Emmanuel A Tsochatzis
- UCL Institute for Liver and Digestive Health, Royal Free Hospital, University College of London, London, UK
| | - Aleksander Krag
- Centre for Liver Research and Department of Gastroenterology and Hepatology, Odense University Hospital, Odense, Denmark; Institute of Clinical Research, Faculty of Health Sciences, University of Southern Denmark, Odense, Denmark.
| |
Collapse
|
43
|
Le Corvec M, Farrugia MA, Nguyen-Khac E, Régimbeau JM, Dharhri A, Chatelain D, Khamphommala L, Gautier AL, Le Berre N, Frey S, Bronowicki JP, Brunaud L, Maréchal C, Blanchet MC, Frering V, Delwaide J, Kohnen L, Haumann A, Delvenne P, Sarfati-Lebreton M, Tariel H, Bernard J, Toullec A, Boursier J, Bedossa P, Gual P, Anty R, Iannelli A. Blood-based MASH diagnostic in candidates for bariatric surgery using mid-infrared spectroscopy: a European multicenter prospective study. Sci Rep 2024; 14:26452. [PMID: 39488538 PMCID: PMC11531585 DOI: 10.1038/s41598-024-72704-5] [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: 02/28/2024] [Accepted: 09/10/2024] [Indexed: 11/04/2024] Open
Abstract
Metabolic dysfunction-associated steatotic liver disease (MASLD) is common in individuals with obesity. Sexual dimorphism is present in MASLD. A noninvasive test to diagnose the severity of the disease, in particular the presence of Metabolic dysfunction-associated steatohepatitis (MASH), is lacking. This European multicenter prospective study uses a blood test based on mid-infrared (MIR) metabolic fingerprinting of individuals with severe or morbid obesity to diagnose MASH. Three hundred eighty-two individuals with severe or morbid obesity undergoing bariatric surgery were enrolled prospectively. Liver biopsies were obtained during surgery and assessed centrally. An algorithm was defined to calculate a score from the recorded MIR spectrum and to establish a diagnostic threshold to classify patients with MASH. Among the women (n = 217), MASH was diagnosed in 14.3% of cases. For women, the performance in terms of AUC were 0.83 and 0.82 in the calibration and validation groups, respectively. For a threshold of 0.1817, sensitivities were 86% and 70%, specificities were 81% and 75%, PPV were 43% and 32%, NPV were 97% and 94% and ACC were 82% and 74% for the calibration and validation groups, respectively. For men (n = 78; MASH: 33.3%), the performance of the spectral model was poor. The metabolic fingerprint obtained by MIR spectroscopy can rule out MASH in women with severe or morbid obesity. Its value in men needs new studies.Trial registration: ClinicalTrials.gov identifier: ClinicalTrials.gov identifier: NCT03978247 (04/06/2019).
Collapse
Affiliation(s)
| | - Marwin A Farrugia
- INSERM U1065, C3M, Nice Hospital, Université Cote d'Azur, Nice, France
| | - Eric Nguyen-Khac
- Department of Gastroenterology, Amiens University Hospital, Picardie University, Amiens, France
| | - Jean-Marc Régimbeau
- Department of Digestive Surgery, Amiens, France
- SSPC (Simplification des Soins des Patients Complexes) - UR7518, Unit of Clinical Research, University of Picardie Jules Verne, Amiens, France
| | - Abdennaceur Dharhri
- Department of Digestive Surgery, Amiens, France
- SSPC (Simplification des Soins des Patients Complexes) - UR7518, Unit of Clinical Research, University of Picardie Jules Verne, Amiens, France
| | - Denis Chatelain
- Department of Pathology, Amiens University and Hospital, Université de Picardie Jules Verne, Amiens, France
| | - Litavan Khamphommala
- Department of Digestive, Hepatobiliary Surgery, Centre Hospitalier Privé Saint-Grégoire, Saint-Gregoire, France
| | - Anne-Lise Gautier
- Biology Laboratory, Centre Hospitalier Privé Saint-Grégoire, Saint-Gregoire, France
| | | | - Sébastien Frey
- Digestive Surgery, University Hospital of Nice, Archet 2 Hospital, Nice, France
| | - Jean-Pierre Bronowicki
- Inserm U1254 and Department of Hepato-Gastroenterology, University Hospital of Nancy Brabois, Université de Lorraine, Vandoeuvre-les-Nancy, France
| | - Laurent Brunaud
- Department of Gastrointestinal, Visceral, Metabolic, and Cancer Surgery (CVMC), Faculté de Medicine, CHRU NANCY, Hopital Brabois adultes, INSERM U1256-NGERE, Université de Lorraine, 54511, Vandoeuvre-les-Nancy, France
| | - Chloé Maréchal
- Inserm U1254 and Department of Hepato-Gastroenterology, University Hospital of Nancy Brabois, Université de Lorraine, Vandoeuvre-les-Nancy, France
| | - Marie-Cécile Blanchet
- Department of General, Visceral and Endocrine Surgery, Clinique de la Sauvegarde, Lyon, France
| | - Vincent Frering
- Department of General, Visceral and Endocrine Surgery, Clinique de la Sauvegarde, Lyon, France
| | - Jean Delwaide
- Department of Hepatology and Gastroenterology, Centre Hospitalier Universitaire de Liège, Liège, Belgium
| | - Laurent Kohnen
- Department of Abdominal Surgery and Transplantation, Centre Hospitalier Universitaire de Liège, Liège, Belgium
| | - Alexandre Haumann
- Department of Abdominal Surgery and Transplantation, Centre Hospitalier Universitaire de Liège, Liège, Belgium
| | - Philippe Delvenne
- Department of Pathology, Clinique Hospitalo-Universitaire (CHU) University Hospital, Liege University, Liege, Belgium
| | - Marine Sarfati-Lebreton
- Department of Hepato-Gastroenterology and Digestive Oncology, Université, Angers University Hospital, Angers, France
| | | | | | | | - Jérôme Boursier
- Department of Hepato-Gastroenterology and Digestive Oncology, Université, Angers University Hospital, Angers, France
| | - Pierre Bedossa
- Department of Pathology, Beaujon Hospital Paris Diderot University, Paris, France
| | - Philippe Gual
- INSERM U1065, C3M, Nice Hospital, Université Cote d'Azur, Nice, France.
| | - Rodolphe Anty
- INSERM U1065, C3M, Nice Hospital, Université Cote d'Azur, Nice, France.
| | - Antonio Iannelli
- INSERM U1065, C3M, Nice Hospital, Université Cote d'Azur, Nice, France
| |
Collapse
|
44
|
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.
Collapse
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.
| |
Collapse
|
45
|
Mucinski JM, Salvador AF, Moore MP, Fordham TM, Anderson JM, Shryack G, Cunningham RP, Lastra G, Gaballah AH, Diaz-Arias A, Ibdah JA, Rector RS, Parks EJ. Histological improvements following energy restriction and exercise: The role of insulin resistance in resolution of MASH. J Hepatol 2024; 81:781-793. [PMID: 38914313 DOI: 10.1016/j.jhep.2024.06.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Revised: 05/29/2024] [Accepted: 06/04/2024] [Indexed: 06/26/2024]
Abstract
BACKGROUND & AIMS Metabolic dysfunction-associated steatohepatitis (MASH) is one of the most common liver diseases worldwide and is characterized by multi-tissue insulin resistance. The effects of a 10-month energy restriction and exercise intervention on liver histology, anthropometrics, plasma biochemistries, and insulin sensitivity were compared to standard of care (control) to understand mechanisms that support liver health improvements. METHODS Following medical diagnosis of MASH, individuals were randomized to treatment (n = 16) or control (n = 8). Liver fat (magnetic resonance spectroscopy), 18-hour plasma biochemical measurements, and isotopically labeled hyperinsulinemic-euglycemic clamps were completed pre- and post-intervention. Body composition and cardiorespiratory fitness (VO2peak) were also measured mid-intervention. Those in the treatment group were counseled to reduce energy intake and completed supervised, high-intensity interval training (3x/week) for 10 months. Controls continued physician-directed care. RESULTS Treatment induced significant (p <0.05) reductions in body weight, fat mass, and liver injury, while VO2peak (p <0.05) and non-esterified fatty acid suppression (p = 0.06) were improved. Both groups exhibited reductions in total energy intake, hemoglobin A1c, hepatic insulin resistance, and liver fat (p <0.05). Compared to control, treatment induced a two-fold increase in peripheral insulin sensitivity which was significantly related to higher VO2peak and resolution of liver disease. CONCLUSIONS Exercise and energy restriction elicited significant and clinically meaningful treatment effects on liver health, potentially driven by a redistribution of excess nutrients to skeletal muscle, thereby reducing hepatic nutrient toxicity. Clinical guidelines should emphasize the addition of aerobic exercise in lifestyle treatments for the greatest histologic benefit in individuals with advanced MASH. IMPACT AND IMPLICATIONS The mechanisms that underpin histologic improvement in individuals with metabolic dysfunction-associated steatohepatitis (MASH) are not well understood. This study evaluated the relationship between liver and metabolic health, testing how changes in one may affect the other. We investigated the effects of energy restriction and exercise on the association between multi-tissue insulin sensitivity and histologic improvements in participants with biopsy-proven MASH. For the first time, these results show that an improvement in peripheral (but not hepatic) insulin sensitivity and systemic markers of muscle function (i.e. cardiorespiratory fitness) were strongly related to resolution of liver disease. Extrahepatic disposal of substrates and improved fitness levels supported histologic improvement, confirming the addition of exercise as crucial to lifestyle interventions in MASH. CLINICAL TRIAL NUMBER NCT03151798.
Collapse
Affiliation(s)
- Justine M Mucinski
- Department of Nutrition and Exercise Physiology, University of Missouri, Columbia, MO 65212, United States
| | - Amadeo F Salvador
- Department of Nutrition and Exercise Physiology, University of Missouri, Columbia, MO 65212, United States
| | - Mary P Moore
- Department of Nutrition and Exercise Physiology, University of Missouri, Columbia, MO 65212, United States; Research Service, Harry S Truman Memorial Veterans Medical Center, Columbia, MO 65201, United States
| | - Talyia M Fordham
- Department of Nutrition and Exercise Physiology, University of Missouri, Columbia, MO 65212, United States
| | - Jennifer M Anderson
- Department of Nutrition and Exercise Physiology, University of Missouri, Columbia, MO 65212, United States
| | - Grace Shryack
- Department of Nutrition and Exercise Physiology, University of Missouri, Columbia, MO 65212, United States; NextGen Precision Health, Columbia, MO 65201, United States
| | - Rory P Cunningham
- Department of Nutrition and Exercise Physiology, University of Missouri, Columbia, MO 65212, United States; Research Service, Harry S Truman Memorial Veterans Medical Center, Columbia, MO 65201, United States
| | - Guido Lastra
- Endocrinology and Metabolism, School of Medicine, University of Missouri, Columbia, MO 65212, United States
| | - Ayman H Gaballah
- Department of Radiology, School of Medicine, University of Missouri, Columbia, MO, 65212, United States
| | - Alberto Diaz-Arias
- Boyce & Bynum Pathology Laboratories, Columbia, MO, 65201, United States
| | - Jamal A Ibdah
- Department of Nutrition and Exercise Physiology, University of Missouri, Columbia, MO 65212, United States; Research Service, Harry S Truman Memorial Veterans Medical Center, Columbia, MO 65201, United States; Department of Medicine, Division of Gastroenterology and Hepatology, School of Medicine, University of Missouri, Columbia, MO 65212, United States; Department of Medical Pharmacology and Physiology, University of Missouri, Columbia, MO, 65212, United States
| | - R Scott Rector
- Department of Nutrition and Exercise Physiology, University of Missouri, Columbia, MO 65212, United States; Research Service, Harry S Truman Memorial Veterans Medical Center, Columbia, MO 65201, United States; NextGen Precision Health, Columbia, MO 65201, United States; Department of Medicine, Division of Gastroenterology and Hepatology, School of Medicine, University of Missouri, Columbia, MO 65212, United States
| | - Elizabeth J Parks
- Department of Nutrition and Exercise Physiology, University of Missouri, Columbia, MO 65212, United States; NextGen Precision Health, Columbia, MO 65201, United States; Department of Medicine, Division of Gastroenterology and Hepatology, School of Medicine, University of Missouri, Columbia, MO 65212, United States.
| |
Collapse
|
46
|
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.
Collapse
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
| |
Collapse
|
47
|
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.
Collapse
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
| |
Collapse
|
48
|
Coskun M, Sendur HN, Babayeva A, Cerit MN, Cerit ET, Yalcin MM, Altinova AE, Akturk M, Karakoc MA, Toruner FB. Quantitative ultrasound techniques and biochemical markers to assess liver steatosis and fibrosis in newly diagnosed acromegaly. J Endocrinol Invest 2024; 47:2823-2833. [PMID: 38709454 PMCID: PMC11473633 DOI: 10.1007/s40618-024-02384-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/30/2023] [Accepted: 04/25/2024] [Indexed: 05/07/2024]
Abstract
PURPOSE The liver is known to be protected from steatosis under the influence of high GH/IGF-1. Cytokeratin 18 (CK18) and insulin-like growth factor binding protein 7 (IGFBP7) increase in liver steatosis and fibrosis. The aim of this study was to use quantitative ultrasound techniques and biochemical markers to assess liver steatosis and liver fibrosis in newly diagnosed acromegaly. METHODS This single-center, cross-sectional study included 23 patients with newly diagnosed acromegaly and 46 age, sex, body mass index (BMI) and waist circumference (WC)-matched controls. Liver steatosis was assessed using tissue attenuation imaging (TAI), and stiffness, indicative of fibrosis, was assessed by shear wave elastography (SWE). Serum IGFBP7 and CK18 were studied by ELISA. RESULTS The acromegaly group had significantly lower liver steatosis (p = 0.006) and higher liver stiffness (p = 0.004), serum IGFBP7 (p = 0.048) and CK18 (p = 0.005) levels than the control group. The presence of fibrosis (p = 0.012) was significantly higher in the acromegaly group than in the control group. Moreover, CK18 was positively correlated with liver stiffness, WC, HOMA-IR, HbA1c, and triglyceride. In the acromegaly group, liver steatosis was negatively correlated with GH level. Stepwise multiple linear regression analysis revealed that BMI (p = 0.008) and CK18 (p = 0.015) were independent risk factors for increased liver stiffness. CONCLUSION This study showed that there was an increased presence of liver fibrosis independent of liver steatosis in newly diagnosed acromegaly. Serum CK18 appears to be a potential marker of increased liver fibrosis in acromegaly.
Collapse
Affiliation(s)
- M Coskun
- Department of Endocrinology and Metabolism, Faculty of Medicine, Gazi University, Ankara, Turkey.
| | - H N Sendur
- Department of Radiology, Faculty of Medicine, Gazi University, 06100, Ankara, Turkey
| | - A Babayeva
- Department of Endocrinology and Metabolism, Faculty of Medicine, Gazi University, Ankara, Turkey
| | - M N Cerit
- Department of Radiology, Faculty of Medicine, Gazi University, 06100, Ankara, Turkey
| | - E T Cerit
- Department of Endocrinology and Metabolism, Faculty of Medicine, Gazi University, Ankara, Turkey
| | - M M Yalcin
- Department of Endocrinology and Metabolism, Faculty of Medicine, Gazi University, Ankara, Turkey
| | - A E Altinova
- Department of Endocrinology and Metabolism, Faculty of Medicine, Gazi University, Ankara, Turkey
| | - M Akturk
- Department of Endocrinology and Metabolism, Faculty of Medicine, Gazi University, Ankara, Turkey
| | - M A Karakoc
- Department of Endocrinology and Metabolism, Faculty of Medicine, Gazi University, Ankara, Turkey
| | - F B Toruner
- Department of Endocrinology and Metabolism, Faculty of Medicine, Gazi University, Ankara, Turkey
| |
Collapse
|
49
|
Petroff D, Berg T, Wiegand J. Transitioning FIB-4 score: From fibrosis screening tool to key biomarker for clinical endpoints. J Hepatol 2024; 81:e228-e229. [PMID: 38777260 DOI: 10.1016/j.jhep.2024.05.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2024] [Accepted: 05/10/2024] [Indexed: 05/25/2024]
Affiliation(s)
- David Petroff
- Clinical Trial Centre Leipzig, Leipzig University, Germany
| | - Thomas Berg
- Division of Hepatology, Department of Medicine II, Leipzig University Medical Centre, Germany
| | - Johannes Wiegand
- Division of Hepatology, Department of Medicine II, Leipzig University Medical Centre, Germany.
| |
Collapse
|
50
|
Huang JF, Chang TJ, Yeh ML, Shen FC, Tai CM, Chen JF, Huang YH, Hsu CY, Cheng PN, Lin CL, Hung CH, Chen CC, Lee MH, Lee CC, Lin CW, Liu SC, Yang HI, Chien RN, Kuo CS, Peng CY, Chang ML, Huang CF, Yang YS, Yang HC, Lin HC, Ou HY, Liu CJ, Tseng CH, Kao JH, Chuang WL, Huang CN, Chen PJ, Wang CY, Yu ML. Clinical care guidance in patients with diabetes and metabolic dysfunction-associated steatotic liver disease: A joint consensus. Hepatol Commun 2024; 8:e0571. [PMID: 39470335 PMCID: PMC11524742 DOI: 10.1097/hc9.0000000000000571] [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: 06/22/2024] [Accepted: 08/05/2024] [Indexed: 10/30/2024] Open
Abstract
Metabolic dysfunction-associated steatotic liver disease (MASLD) is the most prevalent chronic liver disease worldwide, affecting >30% of the global population. Metabolic dysregulation, particularly insulin resistance and its subsequent manifestation as type 2 diabetes mellitus, serves as the fundamental pathogenesis of metabolic liver disease. Clinical evidence of the recent nomenclature evolution is accumulating. The interaction and impacts are bidirectional between MASLD and diabetes in terms of disease course, risk, and prognosis. Therefore, there is an urgent need to highlight the multifaceted links between MASLD and diabetes for both hepatologists and diabetologists. The surveillance strategy, risk stratification of management, and current therapeutic achievements of metabolic liver disease remain the major pillars in a clinical care setting. Therefore, the Taiwan Association for the Study of the Liver (TASL), Taiwanese Association of Diabetes Educators, and Diabetes Association of the Republic of China (Taiwan) collaboratively completed the first guidance in patients with diabetes and MASLD, which provides practical recommendations for patient care.
Collapse
Affiliation(s)
- Jee-Fu Huang
- Hepatobiliary Division, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
- Graduate Institute of Clinical Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
- College of Medicine and Center for Liquid Biopsy and Cohort Research, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Tien-Jyun Chang
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Ming-Lun Yeh
- Hepatobiliary Division, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Feng-Chih Shen
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan
- School of Medicine, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Chi-Ming Tai
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, E-Da Hospital, School of Medicine, I-Shou University, Kaohsiung, Taiwan
| | - Jung-Fu Chen
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan
| | - Yi-Hsiang Huang
- Institute of Clinical Medicine, National Yang Ming Chiao Tung University Faculty of Medicine, Taipei, Taiwan
- Healthcare and Services Center and Therapeutic and Research Center of Liver Cancer, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Chih-Yao Hsu
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Taipei City Hospital Renai Branch, Taipei, Taiwan
| | - Pin-Nan Cheng
- Department of Internal Medicine, National Cheng Kung University Hospital, Tainan, Taiwan
- College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Ching-Ling Lin
- Department of Internal Medicine, Cathay General Hospital, Taipei, Taiwan
| | - Chao-Hung Hung
- School of Medicine, College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Division of Hepatogastroenterology, Department of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan
| | - Ching-Chu Chen
- Division of Endocrinology and Metabolism, Department of Medicine, China Medical University Hospital, Taichung, Taiwan
- School of Chinese Medicine, China Medical University, Taichung, Taiwan
| | - Mei-Hsuan Lee
- Institute of Clinical Medicine, National Yang Ming Chiao Tung University Faculty of Medicine, Taipei, Taiwan
| | - Chun-Chuan Lee
- Division of Endocrinology and Metabolism, Department of Internal Medicine, MacKay Memorial Hospital, Taipei, Taiwan
- Department of Medicine, Mackay Medical College, Taipei, Taiwan
| | - Chih-Wen Lin
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, E-Da Hospital, School of Medicine, I-Shou University, Kaohsiung, Taiwan
| | - Sung-Chen Liu
- Division of Endocrinology and Metabolism, Department of Internal Medicine, MacKay Memorial Hospital, Taipei, Taiwan
- Department of Medicine, Mackay Medical College, Taipei, Taiwan
| | - Hwai-I Yang
- Genomics Research Center, Academia Sinica, Taipei, Taiwan
| | - Rong-Nan Chien
- Department of Gastroenterology and Hepatobiliary Disease, Linkou Chang Gung Memorial Hospital, Taipei, Taiwan
| | - Chin-Sung Kuo
- Division of Endocrinology and Metabolism, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Cheng-Yuan Peng
- Department of Internal Medicine, Center for Digestive Medicine, China Medical University Hospital, Taichung, Taiwan
- School of Medicine, China Medical University, Taichung, Taiwan
| | - Ming-Ling Chang
- Department of Gastroenterology and Hepatobiliary Disease, Linkou Chang Gung Memorial Hospital, Taipei, Taiwan
| | - Chung-Feng Huang
- Hepatobiliary Division, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Yi-Sun Yang
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Chung-Shan Medical University Hospital, Taichung, Taiwan
| | - Hung-Chih Yang
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
- Department and Graduate Institute of Microbiology, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Han-Chieh Lin
- Division of Gastroenterology and Hepatology, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Horng-Yih Ou
- Department of Internal Medicine, National Cheng Kung University Hospital, Tainan, Taiwan
- College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Chun-Jen Liu
- Division of Gastroenterology & Hepatology, Hepatitis Research Center, National Taiwan University Hospital, Taipei, Taiwan
| | - Chin-Hsiao Tseng
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Jia-Horng Kao
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Wan-Long Chuang
- Hepatobiliary Division, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Chien-Ning Huang
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Chung-Shan Medical University Hospital, Taichung, Taiwan
| | - Pei-Jer Chen
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Chih-Yuan Wang
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Ming-Lung Yu
- Hepatobiliary Division, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
- College of Medicine and Center for Liquid Biopsy and Cohort Research, Kaohsiung Medical University, Kaohsiung, Taiwan
- School of Medicine and Doctoral Program of Clinical and Experimental Medicine, College of Medicine, Center of Excellence for Metabolic Associated Fatty Liver Disease, National Sun Yat-sen University, Kaohsiung, Taiwan
| |
Collapse
|