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Ludwig DR. Abdominal Applications for T 1 Mapping: Promising, But in Need of Further Study. AJR Am J Roentgenol 2025. [PMID: 40266715 DOI: 10.2214/ajr.25.33093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/25/2025]
Affiliation(s)
- Daniel R Ludwig
- Mallinckrodt Institute of Radiology, Washington University School of Medicine
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2
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Welsh F, Sundaravadanan S, Sethi P, Kazeroun M, Fichera A, Nadziruddin I, Larkin SJ, Ansari-Pour N, Maughan T, Brady M, Banerjee R, Gooding S, Rees M. Quantitative liver function imaging and whole genome sequencing - Effective modalities for a new era in personalised decision-making for operable colorectal liver metastases? HPB (Oxford) 2025; 27:553-561. [PMID: 39827007 DOI: 10.1016/j.hpb.2024.12.023] [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: 10/17/2024] [Revised: 12/15/2024] [Accepted: 12/30/2024] [Indexed: 01/22/2025]
Abstract
BACKGROUND The optimal strategy for patients with colorectal liver metastases (CRLM) is unclear. The Precision1 prospective, observational trial assessed whether pre-operative functional imaging and whole genome sequencing (WGS), could enhance individualized decision-making. METHODS Patients with CRLM considered for hepatectomy were recruited. In addition to standard staging, patients underwent a quantitative multiparametric MRI (mpMRI) scan, to assess liver function. Use of mpMRI to aid surgical decision-making, was prospectively recorded, as were short-term clinical outcomes in patients who underwent hepatectomy. In the first 45 patients, WGS was performed on blood and liver tumour samples collected per-operatively. RESULTS 95 mpMRI scans were performed in 84 patients, who underwent 87 resections. The mpMRI scan affected surgical decision-making in 41 % (39/95) of scans, with 11 undergoing dual-vein embolization, 16 undergoing more conservative parenchymal-sparing surgery, 11 having more extensive surgery, and one patient following a low calorie diet pre-operatively. There were significant (Clavien-Dindo grades 3/4) complications in 5 % of patients, no Grade C post-hepatectomy liver failure, and zero 90-day mortality. WGS suggested additional therapeutic options and prognostic factors for 22 of 35 (63 %) evaluable patients. CONCLUSION Precision1 shows mpMRI can aid surgical decision-making, and optimise clinical outcomes. WGS provides additional information, to further enhance personalised decision-making.
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Affiliation(s)
- Fenella Welsh
- Hampshire Hospitals NHS Foundation Trust, Basingstoke, United Kingdom.
| | | | - Pulkit Sethi
- Hampshire Hospitals NHS Foundation Trust, Basingstoke, United Kingdom
| | - Mohammad Kazeroun
- Oxford Translational Myeloma Centre, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom
| | | | | | | | - Naser Ansari-Pour
- Oxford Translational Myeloma Centre, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom
| | - Tim Maughan
- Department of Oncology, University of Oxford, Oxford, United Kingdom
| | | | | | - Sarah Gooding
- MRC Molecular Haematology Unit, Weatherall Institute of Molecular Medicine, University of Oxford, Oxford, United Kingdom
| | - Myrddin Rees
- Hampshire Hospitals NHS Foundation Trust, Basingstoke, United Kingdom
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3
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Chen VL, Kuppa A, Oliveri A, Chen Y, Ponnandy P, Patel PB, Palmer ND, Speliotes EK. Human genetics of metabolic dysfunction-associated steatotic liver disease: from variants to cause to precision treatment. J Clin Invest 2025; 135:e186424. [PMID: 40166930 PMCID: PMC11957700 DOI: 10.1172/jci186424] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/02/2025] Open
Abstract
Metabolic dysfunction-associated steatotic liver disease (MASLD) is characterized by increased hepatic steatosis with cardiometabolic disease and is a leading cause of advanced liver disease. We review here the genetic basis of MASLD. The genetic variants most consistently associated with hepatic steatosis implicate genes involved in lipoprotein input or output, glucose metabolism, adiposity/fat distribution, insulin resistance, or mitochondrial/ER biology. The distinct mechanisms by which these variants promote hepatic steatosis result in distinct effects on cardiometabolic disease that may be best suited to precision medicine. Recent work on gene-environment interactions has shown that genetic risk is not fixed and may be exacerbated or attenuated by modifiable (diet, exercise, alcohol intake) and nonmodifiable environmental risk factors. Some steatosis-associated variants, notably those in patatin-like phospholipase domain-containing 3 (PNPLA3) and transmembrane 6 superfamily member 2 (TM6SF2), are associated with risk of developing adverse liver-related outcomes and provide information beyond clinical risk stratification tools, especially in individuals at intermediate to high risk for disease. Future work to better characterize disease heterogeneity by combining genetics with clinical risk factors to holistically predict risk and develop therapies based on genetic risk is required.
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Affiliation(s)
- Vincent L. Chen
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Annapurna Kuppa
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Antonino Oliveri
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Yanhua Chen
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Prabhu Ponnandy
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Puja B. Patel
- Department of Biochemistry, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
| | - Nicholette D. Palmer
- Department of Biochemistry, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
| | - Elizabeth K. Speliotes
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan, USA
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Beyer C, Andersson A, Shumbayawonda E, Alkhouri N, Banerjee A, Pandya P, Harisinghani M, Corey K, Dennis A, Pansini M. Quantitative MRI for Monitoring Metabolic Dysfunction-Associated Steatotic Liver Disease: A Test-Retest Repeatability Study. J Magn Reson Imaging 2025; 61:1947-1955. [PMID: 39319470 PMCID: PMC11896917 DOI: 10.1002/jmri.29610] [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: 06/28/2024] [Revised: 08/29/2024] [Accepted: 08/31/2024] [Indexed: 09/26/2024] Open
Abstract
BACKGROUND Quantitative magnetic resonance imaging metrics iron-corrected T1 (cT1) and liver fat from proton density fat-fraction (PDFF) are both commonly used as noninvasive biomarkers for metabolic dysfunction-associated steatohepatitis (MASH); however, their repeatability in this population has rarely been characterized. PURPOSE To quantify the variability of cT1 and liver fat fraction from PDFF in patients with biopsy-confirmed metabolic dysfunction-associated steatotic liver disease (MASLD) and MASH. STUDY TYPE Prospective, single center. POPULATION Twenty-one participants (female = 11, mean age 53 ± 24 years) with biopsy-confirmed MASLD, including 6 with MASH and fibrosis ≥2. FIELD STRENGTH/SEQUENCE 3 T; T1 and T2* mapping for the generation of cT1 (shMOLLI: CardioMaps and 2D MDE, T1map-FIESTA and LMS MOST: StarMap, 2D Multi-Echo FSPGR) and magnitude-only PDFF sequence for liver fat quantification (LMS IDEAL: StarMap, 2D Multi-Echo FSPGR). ASSESSMENT T1 mapping and PDFF scans were performed twice on the same day for all participants (N = 21), with an additional scan 2-4 weeks later for MASH patients with fibrosis ≥2 (N = 6). Whole liver segmentation masks were generated semi-automatically and average pixel counts within these masks were used for the calculation of cT1 and liver fat fraction. STATISTICAL TESTS Bland-Altman analysis for repeatability coefficient (RC) and 95% limits of agreement (LOA) and intraclass correlation coefficient (ICC). RESULTS Same-day RC was 32.1 msec (95% LOA: -36.6 to 24.2 msec) for cT1 and 0.6% (95% LOA: -0.5% to 0.7%) for liver fat fraction; the ICCs were 0.98 (0.96-0.99) and 1.0, respectively. Short-term RC was 65.2 msec (95% LOA: -63.8 to 76.5 msec) for cT1 and 2.6% (95% LOA: -2.8% to 3.1%) for liver fat fraction. DATA CONCLUSION In participants with MASLD and MASH, cT1 and liver fat fraction measurements show excellent test-retest repeatability, supporting their use in monitoring MASLD and MASH. LEVEL OF EVIDENCE 2 TECHNICAL EFFICACY: Stage 2.
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Affiliation(s)
| | | | | | | | - Ami Banerjee
- University College London Hospitals NHS TrustLondonUK
- Institute of Health InformaticsUniversity College LondonLondonUK
- Barts Health NHS Trust, The Royal London HospitalLondonUK
| | | | | | | | | | - Michele Pansini
- Clinica Di Radiologia EOC, Istituto Di Imaging Della Svizzera Italiana (IIMSI), Ente Ospedaliero CantonaleLuganoSwitzerland
- John Radcliffe Hospital, Oxford University Hospitals NHS Foundation TrustOxfordUK
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5
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van den Burg EL, Schoonakker MP, van Peet PG, le Cessie S, Numans ME, Pijl H, Lamb HJ. A fasting-mimicking diet programme reduces liver fat and liver inflammation/fibrosis measured by magnetic resonance imaging in patients with type 2 diabetes. Clin Nutr 2025; 47:136-145. [PMID: 40020647 DOI: 10.1016/j.clnu.2025.02.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2024] [Revised: 02/11/2025] [Accepted: 02/13/2025] [Indexed: 03/03/2025]
Abstract
BACKGROUND & AIMS This study aimed to assess whether a fasting-mimicking diet (FMD) programme as an adjunct to usual care can reduce liver fat and liver inflammation/fibrosis as measured by Magnetic Resonance Imaging (MRI) in patients with type 2 diabetes. METHODS This study analyses secondary outcomes of the Fasting In diabetes Treatment (FIT) trial, which was a randomised, controlled, assessor-blinded trial in which people with type 2 diabetes using metformin only and/or diet alone for glycaemic control were randomised to receive 5-consecutive day cycles of FMD monthly as adjunct to usual care or usual care only for twelve months. Laboratory measurements, anthropometric measurements and MRI were performed at baseline, 6 and 12 months. Two MRI-derived biomarkers were measured: proton density fat-fraction (PDFF), a biomarker for liver fat, and iron content corrected T1 (cT1), a biomarker for liver inflammation/fibrosis. RESULTS Data were available of 89 participants who completed baseline visits including MRI (n = 48 in the FMD group and n = 41 in the control group). Intention-to-treat analyses, using linear mixed models, revealed significant adjusted estimated treatment effects of the FMD on PDFF (-2.8 %, 95 % CI -4.7 to -0.8, p < 0.01) and cT1 (-29.9 ms, 95 % CI -51.8 to -8.0, p < 0.01) at 12 months. In a post-hoc analysis, more participants in the FMD group compared to the control group transitioned from high to low risk for liver disease and cardiovascular disease based on PDFF ≥5.6 %. In the FMD and control group combined, every percent decrease in PDFF was associated with a decrease in HbA1c of 0.75 mmol/mol (95 % CI 0.51 to 0.99), fasting glucose of 0.14 mmol/L (95 % CI 0.08 to 0.20), triglycerides of 0.04 mmol/L (95 % CI 0.02 to 0.07), total cholesterol of 0.03 mmol/L (95 % CI 0.01 to 0.05) and weight of 0.52 kg (CI 0.33 to 0.70). Every millisecond decrease in cT1 was associated with a decrease in HbA1c of 0.05 mmol/mol (95 % CI 0.02 to 0.08), fasting glucose of 0.01 mmol/L (95 % CI 0.00 to 0.02) and weight of 0.04 kg (CI 0.01 to 0.06). CONCLUSION Following an FMD programme for 5-consecutive days per month for twelve months reduces both liver PDFF and cT1 MRI-derived biomarkers in patients with type 2 diabetes, indicating a reduction in liver fat and liver inflammation/fibrosis. Decreases in PDFF and cT1 are associated with decreases in HbA1c, fasting glucose, triglycerides and weight. Decrease in PDFF was also associated with a decrease in total cholesterol. Monthly cycles of an FMD appear to be a valuable adjunct to regular treatment of type 2 diabetes. TRIAL REGISTRATION ClinicalTrials.gov: NCT03811587.
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Affiliation(s)
- Elske L van den Burg
- Department of Public Health and Primary Care, Leiden University Medical Centre (LUMC), Leiden, the Netherlands.
| | - Marjolein P Schoonakker
- Department of Public Health and Primary Care, Leiden University Medical Centre (LUMC), Leiden, the Netherlands
| | - Petra G van Peet
- Department of Public Health and Primary Care, Leiden University Medical Centre (LUMC), Leiden, the Netherlands
| | - Saskia le Cessie
- Department of Clinical Epidemiology, Leiden University Medical Centre (LUMC), Leiden, the Netherlands
| | - Mattijs E Numans
- Department of Public Health and Primary Care, Leiden University Medical Centre (LUMC), Leiden, the Netherlands
| | - Hanno Pijl
- Department of Public Health and Primary Care, Leiden University Medical Centre (LUMC), Leiden, the Netherlands; Department of Internal Medicine, Leiden University Medical Centre (LUMC), Leiden, the Netherlands
| | - Hildo J Lamb
- Department of Radiology, Cardio Vascular Imaging Group (CVIG), Leiden University Medical Centre (LUMC), Leiden, the Netherlands
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Shumbayawonda E, French M, Carolan JE, Beyer C, Lorgelly P, Tonev D, Banerjee R, Miller MH, Byrne CD, Patel J, Ajaz S, Agarwal K, Backhus J, Coenraad MJ, Schaapman JJ, Fraser A, Castelo Branco M, Barclay S, Dollinger MM, Cuthbertson DJ, Forton D, Lamb HJ. Utility and cost-effectiveness of LiverMultiScan for MASLD diagnosis: a real-world multi-national randomised clinical trial. COMMUNICATIONS MEDICINE 2025; 5:74. [PMID: 40102528 PMCID: PMC11920111 DOI: 10.1038/s43856-025-00796-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Accepted: 03/04/2025] [Indexed: 03/20/2025] Open
Abstract
BACKGROUND Increasing prevalence of metabolic dysfunction-associated liver disease (MASLD) and metabolic dysfunction-associated steatohepatitis (MASH) poses a growing healthcare burden. Noninvasive diagnostic tools to replace liver biopsy are urgently needed. We investigated the utility and cost-effectiveness of including multiparametric magnetic resonance imaging (mpMRI) to the management of adults with suspected MASLD multi-nationally. METHODS RADIcAL-1, a 1:1 randomised controlled trial (standard-of-care [SoC] vs. imaging arm [IA; SoC+mpMRI]) included 802 participants from Germany, Netherlands, Portugal and UK. Wilcoxon-rank tests were used to compare access to healthcare practitioners, patient assessments and proportion of patients with a diagnosis (%diagnosis). Liver fat and disease activity (corrected T1 [cT1]) were used to identify patients not requiring biopsy in the imaging arm. Primary endpoint was mpMRI cost-effectiveness and improvement in resource use (visits avoided) using mpMRI. RESULTS mpMRI is cost-effective with an ICER of €4968/QALY gained. 403 were randomised to IA and 399 to SoC. SoC has significantly more specialist appointments (p = 0.015) and patient assessments (p < 0.001). Across all involved hospitals, %diagnosis is significantly higher in the imaging arm (p = 0.0012). cT1 correctly classifies 50% of patients without MASH with fibrosis and can avoid biopsy. Including all costs, the imaging arm incurs higher short-term per-patient healthcare expenditure compared to the SoC arm (€1,300 vs. €830). CONCLUSION Adding mpMRI to SoC for the management of adults with suspected MASLD multi-nationally is cost-effective, enhances rate of diagnosis multi-nationally and increases rate of diagnosis without increasing other liver-related health care resource use. Due to the need for standardisation of SoC, widespread use can support optimisation of the MASLD clinical pathway and improve long-term patient management.
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Affiliation(s)
| | | | - Jane Elizabeth Carolan
- Perspectum Ltd, Oxford, UK
- Institute of Health Informatics, University College London, London, UK
- Institute of Epidemiology and Health Care, University College London, London, UK
| | | | - Paula Lorgelly
- Institute of Health Informatics, University College London, London, UK
| | | | | | | | - Christopher D Byrne
- Southampton National Institute for Health and Care Research Biomedical Research Centre, University Hospital Southampton, Southampton General Hospital, Southampton, UK
- Nutrition and Metabolism, Faculty of Medicine, University of Southampton, Southampton, UK
| | - Janisha Patel
- Southampton National Institute for Health and Care Research Biomedical Research Centre, University Hospital Southampton, Southampton General Hospital, Southampton, UK
- Nutrition and Metabolism, Faculty of Medicine, University of Southampton, Southampton, UK
| | - Saima Ajaz
- Institute of Liver Studies, Kings College Hospital, London, UK
| | - Kosh Agarwal
- Institute of Liver Studies, Kings College Hospital, London, UK
| | | | - Minneke J Coenraad
- Department of Gastroenterology and Hepatology, Leiden University Medical Center, Leiden, The Netherlands
| | - Jelte J Schaapman
- Department of Gastroenterology and Hepatology, Leiden University Medical Center, Leiden, The Netherlands
| | - Andrew Fraser
- Consultant Hepatologist and Gastroenterologist, Queen Elizabeth University Hospital, Glasgow, UK
| | - Miguel Castelo Branco
- CIBIT (Coimbra Institute for Biomedical Imaging and Translational) Research, Faculdade de Medicina, Instituto de Ciências Nucleares Aplicadas à Saúde, Universidade de Coimbra, Coimbra, Portugal
| | | | | | - Daniel J Cuthbertson
- Department of Cardiovascular and Metabolic Medicine, University of Liverpool, Liverpool, UK
| | - Daniel Forton
- Department of Gastroenterology and Hepatology, St. George's Hospital, London, UK
| | - Hildo J Lamb
- Department of Radiology, Leiden University Medical Center, Leiden, The Netherlands
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Huang DQ, Wong VWS, Rinella ME, Boursier J, Lazarus JV, Yki-Järvinen H, Loomba R. Metabolic dysfunction-associated steatotic liver disease in adults. Nat Rev Dis Primers 2025; 11:14. [PMID: 40050362 DOI: 10.1038/s41572-025-00599-1] [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: 02/07/2025] [Indexed: 03/09/2025]
Abstract
Metabolic dysfunction-associated steatotic liver disease (MASLD) is the umbrella term that comprises metabolic dysfunction-associated steatotic liver, or isolated hepatic steatosis, through to metabolic dysfunction-associated steatohepatitis, the progressive necroinflammatory disease form that can progress to fibrosis, cirrhosis and hepatocellular carcinoma. MASLD is estimated to affect more than one-third of adults worldwide. MASLD is closely associated with insulin resistance, obesity, gut microbial dysbiosis and genetic risk factors. The obesity epidemic and the growing prevalence of type 2 diabetes mellitus greatly contribute to the increasing burden of MASLD. The treatment and prevention of major metabolic comorbidities such as type 2 diabetes mellitus and obesity will probably slow the growth of MASLD. In 2023, the field decided on a new nomenclature and agreed on a set of research and action priorities, and in 2024, the US FDA approved the first drug, resmetirom, for the treatment of non-cirrhotic metabolic dysfunction-associated steatohepatitis with moderate to advanced fibrosis. Reliable, validated biomarkers that can replace histology for patient selection and primary end points in MASH trials will greatly accelerate the drug development process. Additionally, noninvasive tests that can reliably determine treatment response or predict response to therapy are warranted. Sustained efforts are required to combat the burden of MASLD by tackling metabolic risk factors, improving risk stratification and linkage to care, and increasing access to therapeutic agents and non-pharmaceutical interventions.
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Affiliation(s)
- Daniel Q Huang
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Division of Gastroenterology and Hepatology, Department of Medicine, National University Health System, Singapore, Singapore
| | - Vincent W S Wong
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
| | - Mary E Rinella
- University of Chicago Pritzker School of Medicine, Chicago, IL, USA
| | - Jerome Boursier
- Service d'Hépato-Gastroentérologie et Oncologie Digestive, Centre Hospitalier Universitaire d'Angers, Angers, France
- Laboratoire HIFIH, SFR ICAT 4208, Université d'Angers, Angers, France
| | - Jeffrey V Lazarus
- Barcelona Institute for Global Health (ISGlobal), Hospital Clínic, University of Barcelona, Barcelona, Spain
- Faculty of Medicine and Health Sciences, University of Barcelona, Barcelona, Spain
- City University of New York Graduate School of Public Health and Health Policy, New York, NY, USA
| | - Hannele Yki-Järvinen
- Department of Medicine, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
- Minerva Foundation Institute for Medical Research, Helsinki, Finland
| | - Rohit Loomba
- MASLD Research Center, Division of Gastroenterology and Hepatology, University of California at San Diego, San Diego, CA, USA.
- Division of Epidemiology, Department of Family Medicine and Public Health, University of California at San Diego, San Diego, CA, USA.
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Alkhouri N, Beyer C, Shumbayawonda E, Andersson A, Yale K, Rolph T, Chung RT, Vuppalanchi R, Cusi K, Loomba R, Pansini M, Dennis A. Decreases in cT1 and liver fat content reflect treatment-induced histological improvements in MASH. J Hepatol 2025; 82:438-445. [PMID: 39326675 DOI: 10.1016/j.jhep.2024.08.031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 08/26/2024] [Accepted: 08/29/2024] [Indexed: 09/28/2024]
Abstract
BACKGROUND & AIMS MRI biomarkers of liver disease are robust and reproducible alternatives to liver biopsy. Emerging data suggest that absolute reduction in iron-corrected T1 (cT1) of ≥80 ms and relative reduction in liver fat content (LFC) of 30% reflect histological improvement. We aimed to validate the associations of changes to these non-invasive biomarkers with histological improvement, specifically the resolution of steatohepatitis. METHODS We performed a retrospective analysis of participants from three interventional clinical trials who underwent multiparametric MRI to measure liver cT1 and LFC (LiverMultiScan) alongside biopsies at baseline and end of study. Responders were defined as those achieving resolution of steatohepatitis with no worsening in fibrosis. Differences in the magnitude of change in cT1 and LFC between responders and non-responders were assessed. RESULTS Individual patient data from 150 participants were included. There was a significant decrease in liver cT1 (-119 ms vs. -49 ms) and LFC (-65% vs. -29%) in responders compared to non-responders (p <0.001), respectively. The diagnostic accuracy to identify responders was 0.72 (AUC) for both. The Youden's index for cT1 to separate responders from non-responders was -82 ms and for liver fat was a 58% relative reduction. Those achieving a ≥80 ms reduction in cT1 were 5-fold more likely to achieve histological response (sensitivity 0.68; specificity 0.70). Those achieving a 30% relative reduction in liver fat were ∼4-fold more likely to achieve a histological response (sensitivity 0.77; specificity 0.53). CONCLUSIONS These results, from a pooled analysis of three drug trials, demonstrate that changes in multiparametric MRI markers of liver health (cT1 and LFC) can predict histological response for steatohepatitis following therapeutic intervention. IMPACT AND IMPLICATIONS We investigated the utility of two MRI-derived non-invasive tests, iron-corrected T1 mapping (cT1) and liver fat content from proton density fat fraction (PDFF), to predict histological improvement in patients who had undergone experimental treatment for metabolic dysfunction-associated steatohepatitis. Using data from 150 people who participated in one of three clinical trials, we observed that a reduction in cT1 by over 80 ms and a relative reduction in PDFF of over 58% were the optimal thresholds for change that predicted resolution of steatohepatitis on histology. PDFF as a marker of liver fat, and cT1 as a specific measure of liver disease activity, are both effective at identifying those who are likely responding to drug interventions and experiencing improvements in overall liver health. CLINICAL TRIAL NUMBER(S) NCT02443116, NCT03976401, NCT03551522.
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Affiliation(s)
| | | | | | | | - Kitty Yale
- Akero Therapeutics Inc., South San Francisco, California, USA
| | - Timothy Rolph
- Akero Therapeutics Inc., South San Francisco, California, USA
| | - Raymond T Chung
- Liver Center, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Raj Vuppalanchi
- Division of Gastroenterology and Hepatology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Kenneth Cusi
- Division of Endocrinology, Diabetes and Metabolism, University of Florida, Gainesville, FL, USA
| | - Rohit Loomba
- MASLD Research Center, University of California at San Diego, La Jolla, CA, USA
| | - Michele Pansini
- Clinica Di Radiologia EOC, Istituto Di Imaging Della Svizzera Italiana (IIMSI), Ente Ospedaliero Cantonale, Via Tesserete 46, 6900, Lugano, Switzerland; John Radcliffe Hospital, Oxford University Hospitals NHS Foundation Trust, OX3 0AG, Oxford, UK
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9
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Schaapman J, Shumbayawonda E, Castelo-Branco M, Caseiro Alves F, Costa T, Fitzpatrick E, Tupper K, Dhawan A, Deheragoda M, Sticova E, French M, Beyer C, Rymell S, Tonev D, Verspaget H, Neubauer S, Banerjee R, Lamb H, Coenraad M. MRI-serum-based score accurately identifies patients undergoing liver transplant without rejection avoiding the need for liver biopsy: A multisite European study. Liver Transpl 2025; 31:355-368. [PMID: 39171987 PMCID: PMC11827683 DOI: 10.1097/lvt.0000000000000450] [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: 03/01/2024] [Accepted: 07/09/2024] [Indexed: 08/23/2024]
Abstract
Serum liver tests (serum tests) and histological assessment for T-cell-mediated rejection are essential for post-liver transplant monitoring. Liver biopsy carries a risk of complications that are preferably avoided in low-risk patients. Multiparametric magnetic resonance imaging (mpMRI) is a reliable noninvasive diagnostic method that quantifies liver disease activity and has prognostic utility. Our aim was to determine whether using mpMRI in combination with serum tests could noninvasively identify low-risk patients who underwent liver transplants who are eligible to avoid invasive liver biopsies. In a multicenter prospective study (RADIcAL2), including 131 adult and pediatric (children and adolescent) patients with previous liver transplants from the Netherlands, Portugal, and the United Kingdom, concomitant mpMRI and liver biopsies were performed. Biopsies were centrally read by 2 expert pathologists. T-cell-mediated rejection was assessed using the BANFF global assessment. Diagnostic accuracy to discriminate no rejection versus indeterminate or T-cell-mediated liver transplant rejection was performed using the area under the receiver operating characteristic curve. In this study, 52% of patients received a routine (protocol) biopsy, while 48% had a biopsy for suspicion of pathology. Thirty-eight percent of patients had no rejection, while 62% had either indeterminate (21%) or T-cell-mediated rejection (41%). However, there was a high interobserver variability (0 < Cohen's Kappa < 0.85) across all histology scores. The combined score of mpMRI and serum tests had area under the receiver operating characteristic curve 0.7 (negative predictive value 0.8) to identify those without either indeterminate or T-cell-mediated rejection. Combining both imaging and serum biomarkers into a composite biomarker (imaging and serum biomarkers) has the potential to monitor the liver graft to effectively risk stratify patients and identify those most likely to benefit from a noninvasive diagnostic approach, reducing the need for liver biopsy.
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Affiliation(s)
- Jelte Schaapman
- Department of Gastroenterology and Hepatology, Leiden University Medical Center, Leiden, The Netherlands
| | | | - Miguel Castelo-Branco
- CIBIT (Coimbra Institute for Biomedical Imaging and Translational Research), Faculdade de Medicina, Instituto de Ciências Nucleares Aplicadas à Saúde, Universidade de Coimbra, Coimbra, Portugal
| | - Filipe Caseiro Alves
- CIBIT (Coimbra Institute for Biomedical Imaging and Translational Research), Faculdade de Medicina, Instituto de Ciências Nucleares Aplicadas à Saúde, Universidade de Coimbra, Coimbra, Portugal
| | - Tania Costa
- CIBIT (Coimbra Institute for Biomedical Imaging and Translational Research), Faculdade de Medicina, Instituto de Ciências Nucleares Aplicadas à Saúde, Universidade de Coimbra, Coimbra, Portugal
| | | | - Katie Tupper
- Institute of Liver Studies, Kings College London, London, UK
| | - Anil Dhawan
- Institute of Liver Studies, Kings College London, London, UK
| | | | - Eva Sticova
- Institute of Liver Studies, Kings College London, London, UK
| | | | - Cayden Beyer
- Translational Science, Perspectum Ltd., Oxford UK
| | | | | | - Hein Verspaget
- Department of Gastroenterology and Hepatology, Leiden University Medical Center, Leiden, The Netherlands
| | - Stefan Neubauer
- Radcliffe Department of Medicine, Oxford NIHR Biomedical Research Centre, Oxford, UK
| | | | - Hildo Lamb
- Department of Gastroenterology and Hepatology, Leiden University Medical Center, Leiden, The Netherlands
- Department of Radiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Minneke Coenraad
- Department of Gastroenterology and Hepatology, Leiden University Medical Center, Leiden, The Netherlands
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Wang Y, Song SJ, Jiang Y, Lai JCT, Wong GLH, Wong VWS, Yip TCF. Role of noninvasive tests in the prognostication of metabolic dysfunction-associated steatotic liver disease. Clin Mol Hepatol 2025; 31:S51-S75. [PMID: 38934108 PMCID: PMC11925434 DOI: 10.3350/cmh.2024.0246] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Revised: 06/20/2024] [Accepted: 06/26/2024] [Indexed: 06/28/2024] Open
Abstract
In managing metabolic dysfunction-associated steatotic liver disease, which affects over 30% of the general population, effective noninvasive biomarkers for assessing disease severity, monitoring disease progression, predicting the development of liver-related complications, and assessing treatment response are crucial. The advantage of simple fibrosis scores lies in their widespread accessibility through routinely performed blood tests and extensive validation in different clinical settings. They have shown reasonable accuracy in diagnosing advanced fibrosis and good performance in excluding the majority of patients with a low risk of liver-related complications. Among patients with elevated serum fibrosis scores, a more specific fibrosis and imaging biomarker has proved useful to accurately identify patients at risk of liver-related complications. Among specific fibrosis blood biomarkers, enhanced liver fibrosis is the most widely utilized and has been approved in the United States as a prognostic biomarker. For imaging biomarkers, the availability of vibration-controlled transient elastography has been largely improved over the past years, enabling the use of liver stiffness measurement (LSM) for accurate assessment of significant and advanced fibrosis, and cirrhosis. Combining LSM with other routinely available blood tests enhances the ability to diagnose at-risk metabolic dysfunction-associated steatohepatitis and predict liver-related complications, some reaching an accuracy comparable to that of liver biopsy. Magnetic resonance imaging-based modalities provide the most accurate quantification of liver fibrosis, though the current utilization is limited to research settings. Expanding their future use in clinical practice depends on factors such as cost and facility availability.
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Affiliation(s)
- Yue Wang
- Medical Data Analytic Center, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
- State Key Laboratory of Digestive Disease, Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China
| | - Sherlot Juan Song
- Medical Data Analytic Center, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
- State Key Laboratory of Digestive Disease, Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China
| | - Yichong Jiang
- Medical Data Analytic Center, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
- State Key Laboratory of Digestive Disease, Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China
| | - Jimmy Che-To Lai
- Medical Data Analytic Center, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
- State Key Laboratory of Digestive Disease, Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China
| | - Grace Lai-Hung Wong
- Medical Data Analytic Center, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
- State Key Laboratory of Digestive Disease, Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China
| | - Vincent Wai-Sun Wong
- Medical Data Analytic Center, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
- State Key Laboratory of Digestive Disease, Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China
| | - Terry Cheuk-Fung Yip
- Medical Data Analytic Center, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
- State Key Laboratory of Digestive Disease, Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China
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11
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Zhu L, Li Y, Yu X, Chen Y, Zhang J, Pang C, Xie J, Gao L, Du L, Cao W, Fan D, Cui C, Yu H, Deng B. Fighting Amyotrophic Lateral Sclerosis by Protecting the Liver? A Prospective Cohort Study. Ann Neurol 2025; 97:270-280. [PMID: 39425590 DOI: 10.1002/ana.27115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2024] [Revised: 10/02/2024] [Accepted: 10/03/2024] [Indexed: 10/21/2024]
Abstract
BACKGROUND Previous studies have observed liver abnormalities in amyotrophic lateral sclerosis (ALS) patients. This study aimed to investigate whether early signs of liver disease, measured by magnetic resonance imaging-derived iron-corrected T1-mapping (cT1), are risk factors for developing ALS. METHODS cT1 and proton density fat fraction were measured and automatically analyzed using LiverMultiScan® software. The Fibrosis-4 index was calculated using an established formula based on age and blood markers. Cox proportional hazard models were used to examine the relationship between liver disease, liver biomarkers, and incident ALS. RESULTS In a cohort of 533,707 individuals from UK Biobank, 24 ALS cases were identified among 28,328 participants with liver disease during the follow-up period. Among a total of 33,959 individuals with complete liver imaging data, 15 incident ALS cases were observed during a median follow-up period of 5.6 years. Individuals with liver disease had a higher risk of developing ALS, with an adjusted hazard ratio of 7.35 (95% CI 4.47-12.09; p < 0.001). An increase in cT1 was also associated with a higher risk of ALS. After adjusting for age, sex, Townsend deprivation index, smoking status, alcohol intake frequency, body mass index, proton density fat fraction, Fibrosis-4, and metabolic syndrome, an increase in cT1 remained significantly associated with a higher risk of ALS, with an adjusted hazard ratio of 3.15 (95% CI 1.79-5.55) per 1-SD increase. Sensitivity analyses confirmed these robust results. INTERPRETATION Liver disease activity, indicated by cT1, increases the risk of developing ALS, independent of metabolic syndrome, liver fat, or fibrosis. ANN NEUROL 2025;97:270-280.
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Affiliation(s)
- Luyi Zhu
- Department of Neurology, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Yaojia Li
- Department of Neurology, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Xinyue Yu
- Alberta Institute, Wenzhou Medical University, Wenzhou, China
| | - Yinuo Chen
- First Clinical College of Wenzhou Medical University, Wenzhou, China
| | - Junwei Zhang
- Department of Neurology, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Chunyang Pang
- Department of Neurology, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Jiali Xie
- Department of Neurology, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
- Department of Neurology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Lingfei Gao
- Department of Neurology, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Lihuai Du
- College of Mathematics and Physics, Wenzhou University, Wenzhou, China
| | - Wen Cao
- Department of Neurology, Peking University Third Hospital, Beijing, China
| | - Dongsheng Fan
- Department of Neurology, Peking University Third Hospital, Beijing, China
| | - Can Cui
- Department of Neurobiology, Care Sciences and Society, Karolinska Institute, Solna, Sweden
| | - Huan Yu
- Department of Pediatrics, Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, China
| | - Binbin Deng
- Department of Neurology, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
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12
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Chiyanika C, Shumbayawonda E, Pansini M, Liu KH, Yip TC, Wong VW, Chu WCW. Gamma-glutamyl transferase: A potential biomarker for pancreas steatosis in patients with concurrent obesity, insulin resistance and metabolic dysfunction-associated steatotic liver disease. Clin Obes 2025; 15:e12712. [PMID: 39436014 PMCID: PMC11706757 DOI: 10.1111/cob.12712] [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: 12/18/2023] [Revised: 08/30/2024] [Accepted: 10/03/2024] [Indexed: 10/23/2024]
Abstract
To evaluate the relationship between serum gamma-glutamyl transferase (GGT) levels and fatty pancreas in subjects with concurrent obesity, insulin resistance and metabolic dysfunction-associated steatotic liver disease (MASLD) without a history of pancreatitis. From March 2019 to September 2021, 31 adult subjects with concurrent obesity and MASLD were recruited as part of the study investigating the biological impact of bariatric surgery and lifestyle modification on obesity. Chemical shift encoded MRI of the abdomen, LiverMultiScan, anthropometric, clinical and blood biochemistry analyses were performed prior to any intervention at baseline. GGT (p <.001) was significantly different between those 'with fatty pancreas' and 'without fatty pancreas' groups. GGT (p <.001) was significantly different between those 'with both metabolic syndrome and fatty pancreas' and those 'with metabolic syndrome but without fatty pancreas.' GGT (p <.001) was also significantly different between those 'with both diabetes and fatty pancreas' and those 'with diabetes but without fatty pancreas'. Logistic regression analysis showed that abnormal GGT levels (p = .010) and Hypertension (p = .045) were significant independent predictors of fatty pancreas. GGT was associated with fatty pancreas by an odds ratio 7.333 (95% [CI]: 1.467-36.664), while the AUROC of GGT in determining fatty pancreas was 0.849. Elevation in serum GGT might be a potential marker to identify fatty pancreas.
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Affiliation(s)
- Chileka Chiyanika
- Department of Health Technology and InformaticsThe Hong Kong Polytechnic UniversityHong KongChina
- Department of Imaging and Interventional Radiology, Prince of Wales HospitalThe Chinese University of Hong KongHong KongChina
| | | | - Michele Pansini
- Translational SciencePerspectum Diagnostic limitedOxfordUK
- Clinica Di Radiologia EOC, Istituto Di Imaging Della Svizzera Italiana (IIMSI)Ente Ospedaliero CantonaleLuganoSwitzerland
- John Radcliffe HospitalOxford University Hospitals NHS Foundation TrustOxfordUK
| | - Kin Hung Liu
- Department of Imaging and Interventional Radiology, Prince of Wales HospitalThe Chinese University of Hong KongHong KongChina
| | - Terry Cheuk‐Fung Yip
- Medical Data Analytic CentreThe Chinese University of Hong KongHong KongChina
- Department of Medicine and TherapeuticsThe Chinese University of Hong KongHong KongChina
| | - Vincent Wai‐Sun Wong
- Medical Data Analytic CentreThe Chinese University of Hong KongHong KongChina
- Department of Medicine and TherapeuticsThe Chinese University of Hong KongHong KongChina
- Institute of Digestive DiseaseThe Chinese University of Hong KongHong KongChina
| | - Winnie Chiu Wing Chu
- Department of Imaging and Interventional Radiology, Prince of Wales HospitalThe Chinese University of Hong KongHong KongChina
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13
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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
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14
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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]
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15
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Imajo K, Saigusa Y, Kobayashi T, Nagai K, Nishida S, Kawamura N, Doi H, Iwaki M, Nogami A, Honda Y, Kessoku T, Ogawa Y, Kirikoshi H, Kokubu S, Utsunomiya D, Takahashi H, Aishima S, Sumida Y, Saito S, Yoneda M, Dennis A, Kin S, Andersson A, Nakajima A. Head-to-head comparison among FAST, MAST, and multiparametric MRI-based new score in diagnosing at-risk MASH. Eur Radiol 2024:10.1007/s00330-024-11215-3. [PMID: 39638942 DOI: 10.1007/s00330-024-11215-3] [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: 05/13/2024] [Revised: 08/14/2024] [Accepted: 10/13/2024] [Indexed: 12/07/2024]
Abstract
OBJECTIVES New scores were developed to identify at-risk metabolic dysfunction-associated steatohepatitis (MASH) using multiparametric MRI (mpMRI). MATERIALS AND METHODS A prospective study was conducted on 176 patients with suspected or diagnosed metabolic dysfunction-associated steatotic liver disease (MASLD) paired with an MR scan, vibration-controlled transient elastography (VCTE), and liver biopsy. Liver stiffness measurement (LSM) using magnetic resonance elastography (MRE), proton density fat fraction (PDFF), and mpMRI-based corrected T1 (cT1) were combined to develop a one-step strategy, named MPcT (MRE + PDFF + cT1, combined score), and a two-step strategy-MRE-based LSM followed by PDFF with cT1 (M-PcT, paired score) for diagnosing at-risk MASH. Each model was categorized using rule-in and rule-out criteria (three categorized analyses). To avoid overfitting, the diagnostic accuracies were evaluated based on 5-fold cross-validation. RESULTS PDFF + cT1 (PcT) had the highest diagnostic performance for severe activity (hepatic inflammation plus ballooning grade ≥ 3) and for NAS ≥ 4 (active MASH). Areas under receiver operating characteristic curves (AUROCs) of M-PcT (0.832) for detecting at-risk MASH were significantly higher than those of Fibroscan-AST (FAST) (0.744, p = 0.017), MRI-AST (MAST) (0.710, p = 0.002), and MPcT (0.695, p < 0.001) in three categorized analysis. Following the rule-in criteria, positive predictive values of M-PcT (84.5%) were higher than those of FAST (73.5%), MAST (70.0%), and MPcT (66.7%). Following the rule-out criteria, negative predictive values of M-PcT (88.7%) were higher than those of FAST (84.0%), MAST (73.9%), and MPcT (84.9%). CONCLUSIONS The two-step strategy, M-PcT (paired score), showed the reliability of rule-in/-out for at-risk MASH, with better predictive performance compared with FAST and MAST (combined score). CLINICAL TRIAL REGISTRATION This study is registered with ClinicalTrials.gov (number, UMIN000012757). KEY POINTS Question There is no mpMRI-based method for detecting as-risk MASH (NAFLD activity score ≥ 4 with fibrosis stage ≥ 2) like FAST and MAST scores. Findings MRE-based LSMs followed by PDFF with cT1 (M-PcT) were more useful in detecting at-risk MASH than the combined score (FAST and MAST). Clinical relevance By combining MRE and PDFF with cT1, it becomes possible to evaluate the pathology of MASH without the need for a liver biopsy, assisting in prognosis prediction and decision-making for treatment options.
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Affiliation(s)
- Kento Imajo
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
- Department of Gastroenterology, Shin-yurigaoka General Hospital, Kawasaki, Japan
- Minimally Invasive Surgical and Medical Oncology, Fukushima Medical University, Fukushima, Japan
| | - Yusuke Saigusa
- Department of Biostatistics, Yokohama City University School of Medicine, Kanazawa-ku, Japan
| | - Takashi Kobayashi
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Koki Nagai
- Department of Gastroenterology, Shin-yurigaoka General Hospital, Kawasaki, Japan
| | - Shinya Nishida
- Department of Gastroenterology, Shin-yurigaoka General Hospital, Kawasaki, Japan
| | - Nobuyoshi Kawamura
- Department of Gastroenterology, Shin-yurigaoka General Hospital, Kawasaki, Japan
| | - Hiroyoshi Doi
- Department of Gastroenterology, Shin-yurigaoka General Hospital, Kawasaki, Japan
| | - Michihiro Iwaki
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Asako Nogami
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Yasushi Honda
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Takaomi Kessoku
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
- Department of Palliative Medicine and Gastroenterology, International University Health and Welfare Narita Hospital, Narita, Japan
| | - Yuji Ogawa
- Department of Gastroenterology, National Hospital Organization Yokohama Medical Center, Yokohama, Japan
| | - Hiroyuki Kirikoshi
- Department of Clinical Laboratory, Yokohama City University Hospital, Yokohama, Japan
| | - Shigehiro Kokubu
- Department of Gastroenterology, Shin-yurigaoka General Hospital, Kawasaki, Japan
| | - Daisuke Utsunomiya
- Department of Radiology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Hirokazu Takahashi
- Division of Metabolism and Endocrinology, Faculty of Medicine, Saga University, Saga, Japan
| | - Shinichi Aishima
- Department of Pathology & Microbiology, Faculty of Medicine, Saga University, Saga, Japan
| | - Yoshio Sumida
- Graduate School of Healthcare Management, International University of Healthcare and Welfare, Minato-ku, Japan
| | - Satoru Saito
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Masato Yoneda
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | | | | | | | - Atsushi Nakajima
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Yokohama, Japan.
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Brewster F, Middleton Z, McWilliam A, Brocklehurst A, Radhakrishna G, Chuter R. Feasibility of using contrast-free quantitative magnetic resonance imaging for liver sparing stereotactic ablative body radiotherapy. Clin Transl Radiat Oncol 2024; 49:100859. [PMID: 39376618 PMCID: PMC11456905 DOI: 10.1016/j.ctro.2024.100859] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2024] [Revised: 09/06/2024] [Accepted: 09/10/2024] [Indexed: 10/09/2024] Open
Abstract
Background and purpose Tumours in the liver often develop on a background of liver cirrhosis and impaired liver function. As a result, radiotherapy treatments are limited by radiation-induced liver disease, parameterised by the liver mean dose (LMD). Liver function is highly heterogeneous, especially in liver cancer, but the use of LMD does not take this into account. One possible way to improve liver treatments is to use quantitative imaging techniques to assess liver health and prioritise the sparing of healthy liver tissue. Materials and methods Anatomical T2 and quantitative iron-corrected T1 (cT1) images were made available for 10 patients with liver metastases. Functional liver volumes were automatically segmented on the quantitative images using a threshold. Liver stereotactic ablative body radiotherapy (SABR) plans were made using a departmental protocol. Liver-sparing plans were then made by reducing the dose to the functional sub-volume. Results The sparing plans achieved a statistically significant ( p = 0.002 ) reduction in the functional liver mean dose, with a mean reduction of 1.4 Gy. The LMD was also significantly different ( p = 0.002 ) but had a smaller magnitude with a mean reduction of 0.7 Gy. There were some differences in the planning target volume D99% ( p = 0.04 ) but the sparing plans remained within the optimal tolerance and the D95% was not significantly different ( p = 0.2 ). Conclusions This study has, for the first time, demonstrated the use of cT1 maps in radiotherapy showing significant reductions in dose to the healthy liver. Further work is needed to validate this in liver cancer patients, who would likely benefit most.
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Affiliation(s)
- Frank Brewster
- Christie Medical Physics and Engineering, The Christie NHS Foundation Trust, Manchester, UK
| | | | - Alan McWilliam
- Department of Radiotherapy Related Research, Division of Clinical Cancer Science, School of Medical Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, UK
| | - Andrew Brocklehurst
- Department of Clinical Oncology, The Christie NHS Foundation Trust, Manchester, UK
| | - Ganesh Radhakrishna
- Department of Clinical Oncology, The Christie NHS Foundation Trust, Manchester, UK
| | - Robert Chuter
- Christie Medical Physics and Engineering, The Christie NHS Foundation Trust, Manchester, UK
- Department of Radiotherapy Related Research, Division of Clinical Cancer Science, School of Medical Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, UK
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17
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Li J. Editorial for "Reference Values for Water-Specific T1 of the Liver at 3T: T2*-Compensation and the Confounding Effects of Fat". J Magn Reson Imaging 2024; 60:2076-2077. [PMID: 38450894 DOI: 10.1002/jmri.29320] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Accepted: 01/23/2024] [Indexed: 03/08/2024] Open
Affiliation(s)
- Jianqi Li
- Shanghai Key Laboratory of Magnetic Resonance, School of Physics and Electronic Science, East China Normal University, Shanghai, China
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18
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Hosseini Shabanan S, Martins VF, Wolfson T, Weeks JT, Ceriani L, Behling C, Chernyak V, El Kaffas A, Borhani AA, Han A, Wang K, Fowler KJ, Sirlin CB. MASLD: What We Have Learned and Where We Need to Go-A Call to Action. Radiographics 2024; 44:e240048. [PMID: 39418184 PMCID: PMC11580021 DOI: 10.1148/rg.240048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2024] [Revised: 04/16/2024] [Accepted: 04/24/2024] [Indexed: 10/19/2024]
Abstract
Since its introduction in 1980, fatty liver disease (now termed metabolic dysfunction-associated steatotic liver disease [MASLD]) has grown in prevalence significantly, paralleling the rise of obesity worldwide. While MASLD has been the subject of extensive research leading to significant progress in the understanding of its pathophysiology and progression factors, several gaps in knowledge remain. In this pictorial review, the authors present the latest insights into MASLD, covering its recent nomenclature change, spectrum of disease, epidemiology, morbidity, and mortality. The authors also discuss current qualitative and quantitative imaging methods for assessing and monitoring MASLD. Last, they propose six unsolved challenges in MASLD assessment, which they term the proliferation, reproducibility, reporting, needle-in-the-haystack, availability, and knowledge problems. These challenges offer opportunities for the radiology community to proactively contribute to their resolution. The authors conclude with a call to action for the entire radiology community to claim a seat at the table, collaborate with other societies, and commit to advancing the development, validation, dissemination, and accessibility of the imaging technologies required to combat the looming health care crisis of MASLD.
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Affiliation(s)
| | | | - Tanya Wolfson
- From the Department of Radiology, UC San Diego Altman Clinical and
Translational Research Institute Liver Imaging Group, University of California
San Diego, 9452 Medical Center Dr, La Jolla, CA 92037 (S.H.S., V.F.M., T.W.,
J.T.W., L.C., K.J.F., C.B.S.); Pacific Rim Pathology, San Diego, Calif (C.B.);
Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY
(V.C.); Department of Radiology, Stanford University School of Medicine,
Stanford, Calif (A.E.K.); Department of Radiology, Northwestern University
Feinberg School of Medicine, Chicago, Ill (A.A.B.); Department of Biomedical
Engineering and Mechanics, Virginia Polytechnic Institute and State University,
Blacksburg, Va (A.H.); and Department of Radiology, University of California San
Francisco, Calif (K.W.)
| | - Jake T. Weeks
- From the Department of Radiology, UC San Diego Altman Clinical and
Translational Research Institute Liver Imaging Group, University of California
San Diego, 9452 Medical Center Dr, La Jolla, CA 92037 (S.H.S., V.F.M., T.W.,
J.T.W., L.C., K.J.F., C.B.S.); Pacific Rim Pathology, San Diego, Calif (C.B.);
Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY
(V.C.); Department of Radiology, Stanford University School of Medicine,
Stanford, Calif (A.E.K.); Department of Radiology, Northwestern University
Feinberg School of Medicine, Chicago, Ill (A.A.B.); Department of Biomedical
Engineering and Mechanics, Virginia Polytechnic Institute and State University,
Blacksburg, Va (A.H.); and Department of Radiology, University of California San
Francisco, Calif (K.W.)
| | - Lael Ceriani
- From the Department of Radiology, UC San Diego Altman Clinical and
Translational Research Institute Liver Imaging Group, University of California
San Diego, 9452 Medical Center Dr, La Jolla, CA 92037 (S.H.S., V.F.M., T.W.,
J.T.W., L.C., K.J.F., C.B.S.); Pacific Rim Pathology, San Diego, Calif (C.B.);
Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY
(V.C.); Department of Radiology, Stanford University School of Medicine,
Stanford, Calif (A.E.K.); Department of Radiology, Northwestern University
Feinberg School of Medicine, Chicago, Ill (A.A.B.); Department of Biomedical
Engineering and Mechanics, Virginia Polytechnic Institute and State University,
Blacksburg, Va (A.H.); and Department of Radiology, University of California San
Francisco, Calif (K.W.)
| | - Cynthia Behling
- From the Department of Radiology, UC San Diego Altman Clinical and
Translational Research Institute Liver Imaging Group, University of California
San Diego, 9452 Medical Center Dr, La Jolla, CA 92037 (S.H.S., V.F.M., T.W.,
J.T.W., L.C., K.J.F., C.B.S.); Pacific Rim Pathology, San Diego, Calif (C.B.);
Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY
(V.C.); Department of Radiology, Stanford University School of Medicine,
Stanford, Calif (A.E.K.); Department of Radiology, Northwestern University
Feinberg School of Medicine, Chicago, Ill (A.A.B.); Department of Biomedical
Engineering and Mechanics, Virginia Polytechnic Institute and State University,
Blacksburg, Va (A.H.); and Department of Radiology, University of California San
Francisco, Calif (K.W.)
| | - Victoria Chernyak
- From the Department of Radiology, UC San Diego Altman Clinical and
Translational Research Institute Liver Imaging Group, University of California
San Diego, 9452 Medical Center Dr, La Jolla, CA 92037 (S.H.S., V.F.M., T.W.,
J.T.W., L.C., K.J.F., C.B.S.); Pacific Rim Pathology, San Diego, Calif (C.B.);
Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY
(V.C.); Department of Radiology, Stanford University School of Medicine,
Stanford, Calif (A.E.K.); Department of Radiology, Northwestern University
Feinberg School of Medicine, Chicago, Ill (A.A.B.); Department of Biomedical
Engineering and Mechanics, Virginia Polytechnic Institute and State University,
Blacksburg, Va (A.H.); and Department of Radiology, University of California San
Francisco, Calif (K.W.)
| | - Ahmed El Kaffas
- From the Department of Radiology, UC San Diego Altman Clinical and
Translational Research Institute Liver Imaging Group, University of California
San Diego, 9452 Medical Center Dr, La Jolla, CA 92037 (S.H.S., V.F.M., T.W.,
J.T.W., L.C., K.J.F., C.B.S.); Pacific Rim Pathology, San Diego, Calif (C.B.);
Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY
(V.C.); Department of Radiology, Stanford University School of Medicine,
Stanford, Calif (A.E.K.); Department of Radiology, Northwestern University
Feinberg School of Medicine, Chicago, Ill (A.A.B.); Department of Biomedical
Engineering and Mechanics, Virginia Polytechnic Institute and State University,
Blacksburg, Va (A.H.); and Department of Radiology, University of California San
Francisco, Calif (K.W.)
| | - Amir A. Borhani
- From the Department of Radiology, UC San Diego Altman Clinical and
Translational Research Institute Liver Imaging Group, University of California
San Diego, 9452 Medical Center Dr, La Jolla, CA 92037 (S.H.S., V.F.M., T.W.,
J.T.W., L.C., K.J.F., C.B.S.); Pacific Rim Pathology, San Diego, Calif (C.B.);
Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY
(V.C.); Department of Radiology, Stanford University School of Medicine,
Stanford, Calif (A.E.K.); Department of Radiology, Northwestern University
Feinberg School of Medicine, Chicago, Ill (A.A.B.); Department of Biomedical
Engineering and Mechanics, Virginia Polytechnic Institute and State University,
Blacksburg, Va (A.H.); and Department of Radiology, University of California San
Francisco, Calif (K.W.)
| | - Aiguo Han
- From the Department of Radiology, UC San Diego Altman Clinical and
Translational Research Institute Liver Imaging Group, University of California
San Diego, 9452 Medical Center Dr, La Jolla, CA 92037 (S.H.S., V.F.M., T.W.,
J.T.W., L.C., K.J.F., C.B.S.); Pacific Rim Pathology, San Diego, Calif (C.B.);
Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY
(V.C.); Department of Radiology, Stanford University School of Medicine,
Stanford, Calif (A.E.K.); Department of Radiology, Northwestern University
Feinberg School of Medicine, Chicago, Ill (A.A.B.); Department of Biomedical
Engineering and Mechanics, Virginia Polytechnic Institute and State University,
Blacksburg, Va (A.H.); and Department of Radiology, University of California San
Francisco, Calif (K.W.)
| | - Kang Wang
- From the Department of Radiology, UC San Diego Altman Clinical and
Translational Research Institute Liver Imaging Group, University of California
San Diego, 9452 Medical Center Dr, La Jolla, CA 92037 (S.H.S., V.F.M., T.W.,
J.T.W., L.C., K.J.F., C.B.S.); Pacific Rim Pathology, San Diego, Calif (C.B.);
Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY
(V.C.); Department of Radiology, Stanford University School of Medicine,
Stanford, Calif (A.E.K.); Department of Radiology, Northwestern University
Feinberg School of Medicine, Chicago, Ill (A.A.B.); Department of Biomedical
Engineering and Mechanics, Virginia Polytechnic Institute and State University,
Blacksburg, Va (A.H.); and Department of Radiology, University of California San
Francisco, Calif (K.W.)
| | - Kathryn J. Fowler
- From the Department of Radiology, UC San Diego Altman Clinical and
Translational Research Institute Liver Imaging Group, University of California
San Diego, 9452 Medical Center Dr, La Jolla, CA 92037 (S.H.S., V.F.M., T.W.,
J.T.W., L.C., K.J.F., C.B.S.); Pacific Rim Pathology, San Diego, Calif (C.B.);
Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY
(V.C.); Department of Radiology, Stanford University School of Medicine,
Stanford, Calif (A.E.K.); Department of Radiology, Northwestern University
Feinberg School of Medicine, Chicago, Ill (A.A.B.); Department of Biomedical
Engineering and Mechanics, Virginia Polytechnic Institute and State University,
Blacksburg, Va (A.H.); and Department of Radiology, University of California San
Francisco, Calif (K.W.)
| | - Claude B. Sirlin
- From the Department of Radiology, UC San Diego Altman Clinical and
Translational Research Institute Liver Imaging Group, University of California
San Diego, 9452 Medical Center Dr, La Jolla, CA 92037 (S.H.S., V.F.M., T.W.,
J.T.W., L.C., K.J.F., C.B.S.); Pacific Rim Pathology, San Diego, Calif (C.B.);
Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY
(V.C.); Department of Radiology, Stanford University School of Medicine,
Stanford, Calif (A.E.K.); Department of Radiology, Northwestern University
Feinberg School of Medicine, Chicago, Ill (A.A.B.); Department of Biomedical
Engineering and Mechanics, Virginia Polytechnic Institute and State University,
Blacksburg, Va (A.H.); and Department of Radiology, University of California San
Francisco, Calif (K.W.)
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19
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de Celis Alonso B, Shumbayawonda E, Beyer C, Hidalgo-Tobon S, López-Martínez B, Dies-Suarez P, Klunder-Klunder M, Miranda-Lora AL, Pérez EB, Thomaides-Brears H, Banerjee R, Thomas EL, Bell JD, So PW. Liver magnetic resonance imaging, non-alcoholic fatty liver disease and metabolic syndrome risk in pre-pubertal Mexican boys. Sci Rep 2024; 14:26104. [PMID: 39478096 PMCID: PMC11526175 DOI: 10.1038/s41598-024-77307-8] [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: 03/06/2024] [Accepted: 10/21/2024] [Indexed: 11/02/2024] Open
Abstract
Rising global pediatric obesity rates, increase non-alcoholic fatty liver disease (NAFLD) and metabolic syndrome (MetS) prevalence, with MetS being a NAFLD risk factor. NAFLD can be asymptomatic, with liver function tests insensitive to mild disease, and liver biopsy, risking complications. Thus, we investigated multiparametric MRI (mpMRI) metrics of liver fat (proton density fat fraction, PDFF) and disease activity (fibro-inflammation; iron-corrected T1, cT1), in a Hispanic pre-pubertal pediatric cohort, with increased risk of NAFLD. Pre-pubertal boys (n = 81) of varying Body-Mass Index (BMI) were recruited in Mexico City. Most children (81%) had normal liver transaminase levels, 38% had high BMI, and 14% had ≥ 3 MetS risk factors. Applying mpMRI thresholds, 12%, 7% and 4% of the cohort had NAFLD, NASH and high-risk NASH respectively. Participants with ≥ 3 MetS risk factors had higher cT1 (834 ms vs. 737 ms, p = 0.004) and PDFF (8.7% vs. 2.2%, p < 0.001) compared to those without risk factors. Those with elevated cT1 tended to have high BMI and high insulin (p = 0.005), HOMA-IR (p = 0.005) and leptin (p < 0.001). The significant association of increased risk of MetS with abnormal mpMRI, particularly cT1, proposes the potential of using mpMRI for routine pediatric NAFLD screening of high-risk (high BMI, high MetS risk score) populations.
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Affiliation(s)
- Benito de Celis Alonso
- Faculty of Physical and Mathematical Sciences, Benemérita Universidad Autónoma de Puebla, Puebla, Mexico
| | | | | | - Silvia Hidalgo-Tobon
- Imaging Department, Children's Hospital of Mexico Federico Gómez, Mexico City, Mexico
- Physics Department, UAM Iztapalapa, Mexico City, Mexico
| | | | - Pilar Dies-Suarez
- Imaging Department, Children's Hospital of Mexico Federico Gómez, Mexico City, Mexico
| | - Miguel Klunder-Klunder
- Epidemiological Research Unit in Endocrinology and Nutrition, Children's Hospital of Mexico Federico Gomez, Mexico City, Mexico
| | - América Liliana Miranda-Lora
- Epidemiological Research Unit in Endocrinology and Nutrition, Children's Hospital of Mexico Federico Gomez, Mexico City, Mexico
| | | | | | | | - E Louise Thomas
- Research Centre for Optimal Health, University of Westminster, London, UK
| | - Jimmy D Bell
- Research Centre for Optimal Health, University of Westminster, London, UK
| | - Po-Wah So
- Department of Neuroimaging, King's College London, London, UK.
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20
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Inciardi RM, Merlo M, Bellicini M, Setti M, De Luca A, Di Meo N, Rondi P, Pagnesi M, Adamo M, Lombardi CM, Rizzi JG, Farina D, Mantovani A, Targher G, Sinagra G, Metra M. Hepatic T1-time, cardiac structure and function and cardiovascular outcomes in patients with dilated cardiomyopathy. Eur J Intern Med 2024; 127:84-90. [PMID: 38719725 DOI: 10.1016/j.ejim.2024.04.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Revised: 03/24/2024] [Accepted: 04/12/2024] [Indexed: 09/05/2024]
Abstract
AIM Liver damage frequently occurs in patients with cardiovascular (CV) disease and is associated with adverse clinical outcomes. The associations of liver damage with cardiac structure/function measures and the risk of adverse CV events in patients with dilated cardiomyopathy (DCM) are poorly known. METHODS We retrospectively enrolled consecutive patients with DCM undergoing cardiac magnetic resonance imaging (MRI). In addition to standard cardiac assessment, iron-corrected T1 mapping was also assessed in the liver. Cross-sectional associations between hepatic T1-time and cardiac structure and function were examined accounting for potential confounders. Longitudinal associations between hepatic T1-time and the risk of hospitalization for HF or CV death were also assessed. RESULTS Overall, 120 stable patients with established DCM were included in the study (mean age 54.7 years, 26 % women). The mean hepatic iron-corrected T1-time was 563±73 ms. In linear regression analyses, measures of left atrial structure (LA maximal volume, p = 0.035, LA minimal volume=0.012), interventricular septum thickness (p = 0.026), and right ventricular ejection fraction (p = 0.005) were significantly associated with greater hepatic T1-time. Over a mean follow-up of 4.5 ± 1.8 years, 32 (27 %) died or were hospitalized for HF at a rate of 6.7 per 100 person-year. Higher hepatic iron-corrected T1-time was independently associated with a higher risk of adverse events (adjusted-hazard ratio 1.71, 95 % confidence interval: 1.14-2.56, p = 0.009). Patients with a hepatic T1-time ≥563 ms had a higher risk of CV events (log-rank p = 0.03). CONCLUSION Among stable patients with DCM, higher hepatic iron-corrected T1-time is associated with worse cardiac size and function and with higher rates of hospitalization for HF or CV death. CONDENSED ABSTRACT Limited data exist regarding the clinical value of hepatic T1-time in patients with dilated cardiomyopathy (DCM) undergoing cardiac Magnetic Resonance imaging (MRI). We found that higher hepatic iron-corrected T1-time is associated with worse cardiac size and function, even after accounting for clinical confounders. Over a mean follow-up of 4.5 ± 1.8 years, higher hepatic iron-corrected T1-time was independently associated with a higher risk of hospitalization for heart failure or cardiovascular death. Among stable patients with DCM, the evaluation of liver tissue by cardiac MRI may provide useful clinical information for CV risk stratification.
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Affiliation(s)
- Riccardo M Inciardi
- ASST Spedali Civili di Brescia, Division of Cardiology and Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Brescia, Italy
| | - Marco Merlo
- Center for Diagnosis and Treatment of Cardiomyopathies, Cardiovascular Department, Azienda Sanitaria Universitaria Giuliano-Isontina (ASUGI), University of Trieste, Trieste, Italy
| | - Mariagiulia Bellicini
- ASST Spedali Civili di Brescia, Division of Cardiology and Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Brescia, Italy
| | - Martina Setti
- Section of Cardiology, Department of Medicine, University of Verona, Verona, Italy
| | - Antonio De Luca
- Cardio-Thoraco-Vascular Department, University of Trieste, Trieste, Italy
| | - Nunzia Di Meo
- ASST Spedali Civili di Brescia, Division of Radiology and Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Brescia, Italy
| | - Paolo Rondi
- ASST Spedali Civili di Brescia, Division of Radiology and Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Brescia, Italy
| | - Matteo Pagnesi
- ASST Spedali Civili di Brescia, Division of Cardiology and Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Brescia, Italy
| | - Marianna Adamo
- ASST Spedali Civili di Brescia, Division of Cardiology and Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Brescia, Italy
| | - Carlo M Lombardi
- ASST Spedali Civili di Brescia, Division of Cardiology and Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Brescia, Italy
| | - Jacopo Giulio Rizzi
- Center for Diagnosis and Treatment of Cardiomyopathies, Cardiovascular Department, Azienda Sanitaria Universitaria Giuliano-Isontina (ASUGI), University of Trieste, Trieste, Italy
| | - Davide Farina
- ASST Spedali Civili di Brescia, Division of Radiology and Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Brescia, Italy
| | | | - Giovanni Targher
- Department of Medicine, University of Verona, Verona, Italy; Metabolic Diseases Research Unit, IRCCS Sacro Cuore - Don Calabria Hospital, Negrar di Valpolicella (VR), Italy
| | - Gianfranco Sinagra
- Center for Diagnosis and Treatment of Cardiomyopathies, Cardiovascular Department, Azienda Sanitaria Universitaria Giuliano-Isontina (ASUGI), University of Trieste, Trieste, Italy
| | - Marco Metra
- ASST Spedali Civili di Brescia, Division of Cardiology and Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Brescia, Italy.
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21
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Tacke F, Horn P, Wai-Sun Wong V, Ratziu V, Bugianesi E, Francque S, Zelber-Sagi S, Valenti L, Roden M, Schick F, Yki-Järvinen H, Gastaldelli A, Vettor R, Frühbeck G, Dicker D. EASL-EASD-EASO Clinical Practice Guidelines on the management of metabolic dysfunction-associated steatotic liver disease (MASLD). J Hepatol 2024; 81:492-542. [PMID: 38851997 DOI: 10.1016/j.jhep.2024.04.031] [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: 04/30/2024] [Accepted: 04/30/2024] [Indexed: 06/10/2024]
Abstract
Metabolic dysfunction-associated steatotic liver disease (MASLD), previously termed non-alcoholic fatty liver disease (NAFLD), is defined as steatotic liver disease (SLD) in the presence of one or more cardiometabolic risk factor(s) and the absence of harmful alcohol intake. The spectrum of MASLD includes steatosis, metabolic dysfunction-associated steatohepatitis (MASH, previously NASH), fibrosis, cirrhosis and MASH-related hepatocellular carcinoma (HCC). This joint EASL-EASD-EASO guideline provides an update on definitions, prevention, screening, diagnosis and treatment for MASLD. Case-finding strategies for MASLD with liver fibrosis, using non-invasive tests, should be applied in individuals with cardiometabolic risk factors, abnormal liver enzymes, and/or radiological signs of hepatic steatosis, particularly in the presence of type 2 diabetes (T2D) or obesity with additional metabolic risk factor(s). A stepwise approach using blood-based scores (such as FIB-4) and, sequentially, imaging techniques (such as transient elastography) is suitable to rule-out/in advanced fibrosis, which is predictive of liver-related outcomes. In adults with MASLD, lifestyle modification - including weight loss, dietary changes, physical exercise and discouraging alcohol consumption - as well as optimal management of comorbidities - including use of incretin-based therapies (e.g. semaglutide, tirzepatide) for T2D or obesity, if indicated - is advised. Bariatric surgery is also an option in individuals with MASLD and obesity. If locally approved and dependent on the label, adults with non-cirrhotic MASH and significant liver fibrosis (stage ≥2) should be considered for a MASH-targeted treatment with resmetirom, which demonstrated histological effectiveness on steatohepatitis and fibrosis with an acceptable safety and tolerability profile. No MASH-targeted pharmacotherapy can currently be recommended for the cirrhotic stage. Management of MASH-related cirrhosis includes adaptations of metabolic drugs, nutritional counselling, surveillance for portal hypertension and HCC, as well as liver transplantation in decompensated cirrhosis.
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22
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Lee V, Han Y, Toh DF, Bryant JA, Boubertakh R, Le TT, Chin CWL. Differential association of abdominal, liver, and epicardial adiposity with anthropometry, diabetes, and cardiac remodeling in Asians. Front Endocrinol (Lausanne) 2024; 15:1439691. [PMID: 39257902 PMCID: PMC11385302 DOI: 10.3389/fendo.2024.1439691] [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: 05/28/2024] [Accepted: 07/29/2024] [Indexed: 09/12/2024] Open
Abstract
Background Heterogenous deposition and homeostasis roles of physiologic and ectopic adipose tissues underscore the impact of fat compartmentalization on cardiometabolic risk. We aimed to characterize the distribution of abdominal visceral adipose tissue (VAT), subcutaneous adipose tissue (SAT), epicardial adipose tissue (EAT), and liver fat on magnetic resonance imaging (MRI), and evaluate their associations with anthropometric indices and adverse cardiac remodeling. Methods In this cross-sectional observational study, 149 Asian adults (57.0 ± 12.8 years; 65% males) with at least one cardiometabolic risk factor underwent multiparametric fat and cardiovascular MRI. Anthropometric indices included body mass index (BMI), waist circumference (WC), waist-hip ratio (WHR), and bioimpedance body fat mass (BFM). Associations between fat depots and anthropometric measures as well as cardiac remodeling features were examined as a single cohort and stratified by type 2 diabetes mellitus (T2DM) status. Results VAT and SAT had opposing associations with liver fat and EAT. Therefore the VAT/SAT ratio was explored as an integrated marker of visceral adiposity. VAT/SAT was positively associated with EAT (β=0.35, P<0.001) and liver fat (β=0.32, P=0.003) independent of confounders. Of the anthropometric measurements assessed, only WHR was independently associated with VAT/SAT (β=0.17, P=0.021). Individuals with T2DM had higher VAT and lower SAT compared to those without T2DM, translating to a significantly higher VAT/SAT ratio. EAT volume was independently associated with adverse features of cardiac remodeling: increased left ventricular (LV) mass (β=0.24, P=0.005), larger myocyte volume (β=0.26, P=0.001), increased myocardial fibrosis (β=0.19, P=0.023), higher concentricity (β=0.18, P=0.035), and elevated wall stress (β=-0.18, P=0.023). Conclusion Multiparametric MRI revealed abdominal VAT and SAT have differential associations with anthropometric indices and ectopic fats in a single cohort of Asians at risk of cardiometabolic disease. People with T2DM have expanded VAT and diminished SAT, endorsing the VAT/SAT ratio beyond usual anthropometric measurements as a marker for multiorgan visceral fat composition. Among the fat depots examined, EAT is uniquely associated with adverse cardiac remodeling, suggesting its distinctive cardiometabolic properties and implications.
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Affiliation(s)
- Vivian Lee
- National Heart Research Institute Singapore (NHRIS), National Heart Centre Singapore, Singapore, Singapore
| | - Yiying Han
- Department of Cardiology, National Heart Centre Singapore, Singapore, Singapore
| | - Desiree-Faye Toh
- National Heart Research Institute Singapore (NHRIS), National Heart Centre Singapore, Singapore, Singapore
| | - Jennifer A. Bryant
- Department of Cardiology, National Heart Centre Singapore, Singapore, Singapore
| | - Redha Boubertakh
- National Heart Research Institute Singapore (NHRIS), National Heart Centre Singapore, Singapore, Singapore
- Cardiovascular Academic Clinical Program (ACP), Duke-National University of Singapore (Duke-NUS) Medical School, Singapore, Singapore
| | - Thu-Thao Le
- National Heart Research Institute Singapore (NHRIS), National Heart Centre Singapore, Singapore, Singapore
- Cardiovascular Academic Clinical Program (ACP), Duke-National University of Singapore (Duke-NUS) Medical School, Singapore, Singapore
| | - Calvin W. L. Chin
- National Heart Research Institute Singapore (NHRIS), National Heart Centre Singapore, Singapore, Singapore
- Department of Cardiology, National Heart Centre Singapore, Singapore, Singapore
- Cardiovascular Academic Clinical Program (ACP), Duke-National University of Singapore (Duke-NUS) Medical School, Singapore, Singapore
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23
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Anbarasu CR, Williams-Perez S, Camp ER, Erstad DJ. Surgical Implications for Nonalcoholic Steatohepatitis-Related Hepatocellular Carcinoma. Cancers (Basel) 2024; 16:2773. [PMID: 39199546 PMCID: PMC11352989 DOI: 10.3390/cancers16162773] [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: 04/25/2024] [Revised: 07/27/2024] [Accepted: 07/31/2024] [Indexed: 09/01/2024] Open
Abstract
Hepatocellular carcinoma (HCC) is an aggressive form of liver cancer that arises in a background of chronic hepatic injury. Metabolic syndrome-associated fatty liver disease (MAFLD) and its severe form, nonalcoholic steatohepatitis (NASH), are increasingly common mechanisms for new HCC cases. NASH-HCC patients are frequently obese and medically complex, posing challenges for clinical management. In this review, we discuss NASH-specific challenges and the associated implications, including benefits of minimally invasive operative approaches in obese patients; the value of y90 as a locoregional therapy; and the roles of weight loss and immunotherapy in disease management. The relevant literature was identified through queries of PubMed, Google Scholar, and clinicaltrials.gov. Provider understanding of clinical nuances specific to NASH-HCC can improve treatment strategy and patient outcomes.
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Affiliation(s)
| | | | - Ernest R. Camp
- Department of Surgery, Baylor College of Medicine, Houston, TX 77030, USA
- Department of Surgery, Michael E. DeBakey VA Medical Center, Houston, TX 77030, USA
| | - Derek J. Erstad
- Department of Surgery, Baylor College of Medicine, Houston, TX 77030, USA
- Department of Surgery, Michael E. DeBakey VA Medical Center, Houston, TX 77030, USA
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24
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Tincopa MA, Loomba R. Noninvasive Tests to Assess Fibrosis and Disease Severity in Metabolic Dysfunction-Associated Steatotic Liver Disease. Semin Liver Dis 2024; 44:287-299. [PMID: 38981691 DOI: 10.1055/s-0044-1788277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/11/2024]
Abstract
Risk of disease progression and clinical outcomes in metabolic dysfunction-associated steatotic liver disease (MASLD) is associated with fibrosis stage and presence of "at-risk metabolic dysfunction-associated steatohepatitis (MASH)." Although liver biopsy is considered the gold standard to diagnose MASH and stage of fibrosis, biopsy is infrequently performed in clinical practice and has associated sampling error, lack of interrater reliability, and risk for procedural complications. Noninvasive tests (NITs) are routinely used in clinical practice for risk stratification of patients with MASLD. Several NITs are being developed for detecting "at-risk MASH" and cirrhosis. Clinical care guidelines apply NITs to identify patients needing subspecialty referral. With recently approved Food and Drug Administration treatment for MASH and additional emerging pharmacotherapy, NITs will identify patients who will most benefit from treatment, monitor treatment response, and assess risk for long-term clinical outcomes. In this review, we examine the performance of NITs to detect "at-risk MASH," fibrosis stage, response to treatment, and risk of clinical outcomes in MASLD and MASH.
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Affiliation(s)
- Monica A Tincopa
- Division of Gastroenterology and Hepatology, MASLD Research Center, University of California at San Diego, La Jolla, California
| | - Rohit Loomba
- Division of Gastroenterology and Hepatology, MASLD Research Center, University of California at San Diego, La Jolla, California
- School of Public Health, University of California at San Diego, La Jolla, California
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25
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Mózes FE, Lee JA, Vali Y, Selvaraj EA, Jayaswal ANA, Boursier J, de Lédinghen V, Lupșor-Platon M, Yilmaz Y, Chan WK, Mahadeva S, Karlas T, Wiegand J, Shalimar, Tsochatzis E, Liguori A, Wong VWS, Lee DH, Holleboom AG, van Dijk AM, Mak AL, Hagström H, Akbari C, Hirooka M, Lee DH, Kim W, Okanoue T, Shima T, Nakajima A, Yoneda M, Thuluvath PJ, Li F, Berzigotti A, Mendoza YP, Noureddin M, Truong E, Fournier-Poizat C, Geier A, Tuthill T, Yunis C, Anstee QM, Harrison SA, Bossuyt PM, Pavlides M. Diagnostic accuracy of non-invasive tests to screen for at-risk MASH-An individual participant data meta-analysis. Liver Int 2024; 44:1872-1885. [PMID: 38573034 DOI: 10.1111/liv.15914] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Revised: 02/07/2024] [Accepted: 03/17/2024] [Indexed: 04/05/2024]
Abstract
BACKGROUND & AIMS There is a need to reduce the screen failure rate (SFR) in metabolic dysfunction-associated steatohepatitis (MASH) clinical trials (MASH+F2-3; MASH+F4) and identify people with high-risk MASH (MASH+F2-4) in clinical practice. We aimed to evaluate non-invasive tests (NITs) screening approaches for these target conditions. METHODS This was an individual participant data meta-analysis for the performance of NITs against liver biopsy for MASH+F2-4, MASH+F2-3 and MASH+F4. Index tests were the FibroScan-AST (FAST) score, liver stiffness measured using vibration-controlled transient elastography (LSM-VCTE), the fibrosis-4 score (FIB-4) and the NAFLD fibrosis score (NFS). Area under the receiver operating characteristics curve (AUROC) and thresholds including those that achieved 34% SFR were reported. RESULTS We included 2281 unique cases. The prevalence of MASH+F2-4, MASH+F2-3 and MASH+F4 was 31%, 24% and 7%, respectively. Area under the receiver operating characteristics curves for MASH+F2-4 were .78, .75, .68 and .57 for FAST, LSM-VCTE, FIB-4 and NFS. Area under the receiver operating characteristics curves for MASH+F2-3 were .73, .67, .60, .58 for FAST, LSM-VCTE, FIB-4 and NFS. Area under the receiver operating characteristics curves for MASH+F4 were .79, .84, .81, .76 for FAST, LSM-VCTE, FIB-4 and NFS. The sequential combination of FIB-4 and LSM-VCTE for the detection of MASH+F2-3 with threshold of .7 and 3.48, and 5.9 and 20 kPa achieved SFR of 67% and sensitivity of 60%, detecting 15 true positive cases from a theoretical group of 100 participants at the prevalence of 24%. CONCLUSIONS Sequential combinations of NITs do not compromise diagnostic performance and may reduce resource utilisation through the need of fewer LSM-VCTE examinations.
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Affiliation(s)
- Ferenc E Mózes
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, OCMR, University of Oxford, Oxford, UK
| | - Jenny A Lee
- Department of Epidemiology and Data Science, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Yasaman Vali
- Department of Epidemiology and Data Science, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Emmanuel A Selvaraj
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, OCMR, University of Oxford, Oxford, UK
- Translational Gastroenterology Unit, University of Oxford, Oxford, UK
- Oxford NIHR Biomedical Research Centre, Oxford University Hospitals NHS Foundation Trust and the University of Oxford, Oxford, UK
| | - Arjun N A Jayaswal
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, OCMR, University of Oxford, Oxford, UK
| | - Jérôme Boursier
- Laboratoire HIFIH, UPRES EA 3859, SFR ICAT 4208, Université d'Angers, Angers, France
- Service d'Hépato-Gastroentérologie et Oncologie Digestive, Centre Hospitalier Universitaire d'Angers, Angers, France
| | - Victor de Lédinghen
- Centre d'Investigation de la Fibrose Hépatique, Hôpital Haut-Lévêque, Bordeaux University Hospital, Pessac, France
- INSERM1312, Bordeaux University, Bordeaux, France
| | - Monica Lupșor-Platon
- Department of Medical Imaging, Iuliu Hațieganu University of Medicine and Pharmacy, Regional Institute of Gastroenterology and Hepatology "Prof.Dr. Octavian Fodor", Cluj-Napoca, Romania
| | - Yusuf Yilmaz
- Department of Gastroenterology, School of Medicine, Marmara University, Istanbul, Turkey
- Department of Gastroenterology, School of Medicine, Recep Tayyip Erdoğan University, Rize, Turkey
| | - Wah-Kheong Chan
- Gastroenterology and Hepatology Unit, Department of Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Sanjiv Mahadeva
- Gastroenterology and Hepatology Unit, Department of Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Thomas Karlas
- Department of Oncology, Gastroenterology, Hepatology, Pulmonology and Infectious Diseases, University Hospital Leipzig, Leipzig, Germany
| | - Johannes Wiegand
- Department of Oncology, Gastroenterology, Hepatology, Pulmonology and Infectious Diseases, University Hospital Leipzig, Leipzig, Germany
| | - Shalimar
- Department of Gastroenterology, All India Institute of Medical Sciences, New Delhi, India
| | - Emmanouil Tsochatzis
- Sheila Sherlock Liver Unit and UCL Institute for Liver and Digestive Health, Royal Free Hospital and University College London, London, UK
| | - Antonio Liguori
- Sheila Sherlock Liver Unit and UCL Institute for Liver and Digestive Health, Royal Free Hospital and University College London, London, UK
- Department of Translational Medicine and Surgery, Università Cattolica Del Sacro Cuore, Rome, Italy
| | - Vincent Wai-Sun Wong
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, Hong Kong
| | - Dae Ho Lee
- Department of Internal Medicine, Gil Medical Center, Gachon University College of Medicine, Incheon, Korea
| | - Adriaan G Holleboom
- Department of Vascular Medicine, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Anne-Marieke van Dijk
- Department of Vascular Medicine, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Anne Linde Mak
- Department of Vascular Medicine, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Hannes Hagström
- Division of Liver and Pancreatic diseases, Department of Upper GI, Karolinska University Hospital, Stockholm, Sweden
- Department of Medicine, Huddinge, Karolinska Institutet, Stockholm, Sweden
| | - Camilla Akbari
- Department of Medicine, Huddinge, Karolinska Institutet, Stockholm, Sweden
| | - Masashi Hirooka
- Department of Gastroenterology and Metabology, Ehime University Graduate School of Medicine, Touon, Ehime, Japan
| | - Dong Hyeon Lee
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Seoul National University College of Medicine, Seoul Metropolitan Government Boramae Medical Center, Seoul, Republic of Korea
| | - Won Kim
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Seoul National University College of Medicine, Seoul Metropolitan Government Boramae Medical Center, Seoul, Republic of Korea
| | - Takeshi Okanoue
- Department of Gastroenterology and Hepatology, Saiseikai Suita Hospital, Suita, Japan
| | - Toshihide Shima
- Department of Gastroenterology and Hepatology, Saiseikai Suita Hospital, Suita, Japan
| | - Atsushi Nakajima
- Department of Gastroenterology and Hepatology, Yokohama City University School of Medicine, Yokohama, Japan
| | - Masato Yoneda
- Department of Gastroenterology and Hepatology, Yokohama City University School of Medicine, Yokohama, Japan
| | - Paul J Thuluvath
- Institute of Digestive Health and Liver Diseases, Mercy Medical Center, Baltimore, Maryland, USA
- Department of Medicine, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Feng Li
- Institute of Digestive Health and Liver Diseases, Mercy Medical Center, Baltimore, Maryland, USA
| | - Annalisa Berzigotti
- Department for Visceral Medicine and Surgery, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
- Department of Biomedical Research, University of Bern, Bern, Switzerland
| | - Yuly P Mendoza
- Department for Visceral Medicine and Surgery, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
- Graduate School for Health Sciences (GHS), University of Bern, Bern, Switzerland
| | - Mazen Noureddin
- Houston Research Institute, Houston Methodist Hospital, Houston, Texas, USA
| | - Emily Truong
- Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | | | - Andreas Geier
- Division of Hepatology, University Hospital Würzburg, Würzburg, Germany
| | - Theresa Tuthill
- Internal Medicine Research Unit, Pfizer Inc, Cambridge, Massachusetts, USA
| | - Carla Yunis
- Clinical Development and Operations, Global Product Development, Pfizer, Inc, Lake Mary, Florida, USA
| | - Quentin M Anstee
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
- Newcastle NIHR Biomedical Research Centre, Newcastle upon Tyne Hospitals NHS Trust, Newcastle upon Tyne, UK
| | - Stephen A Harrison
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, OCMR, University of Oxford, Oxford, UK
| | - Patrick M Bossuyt
- Department of Epidemiology and Data Science, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Michael Pavlides
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, OCMR, University of Oxford, Oxford, UK
- Translational Gastroenterology Unit, University of Oxford, Oxford, UK
- Oxford NIHR Biomedical Research Centre, Oxford University Hospitals NHS Foundation Trust and the University of Oxford, Oxford, UK
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26
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Loomba R, Hartman ML, Lawitz EJ, Vuppalanchi R, Boursier J, Bugianesi E, Yoneda M, Behling C, Cummings OW, Tang Y, Brouwers B, Robins DA, Nikooie A, Bunck MC, Haupt A, Sanyal AJ. Tirzepatide for Metabolic Dysfunction-Associated Steatohepatitis with Liver Fibrosis. N Engl J Med 2024; 391:299-310. [PMID: 38856224 DOI: 10.1056/nejmoa2401943] [Citation(s) in RCA: 90] [Impact Index Per Article: 90.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/11/2024]
Abstract
BACKGROUND Metabolic dysfunction-associated steatohepatitis (MASH) is a progressive liver disease associated with liver-related complications and death. The efficacy and safety of tirzepatide, an agonist of the glucose-dependent insulinotropic polypeptide and glucagon-like peptide-1 receptors, in patients with MASH and moderate or severe fibrosis is unclear. METHODS We conducted a phase 2, dose-finding, multicenter, double-blind, randomized, placebo-controlled trial involving participants with biopsy-confirmed MASH and stage F2 or F3 (moderate or severe) fibrosis. Participants were randomly assigned to receive once-weekly subcutaneous tirzepatide (5 mg, 10 mg, or 15 mg) or placebo for 52 weeks. The primary end point was resolution of MASH without worsening of fibrosis at 52 weeks. A key secondary end point was an improvement (decrease) of at least one fibrosis stage without worsening of MASH. RESULTS Among 190 participants who had undergone randomization, 157 had liver-biopsy results at week 52 that could be evaluated, with missing values imputed under the assumption that they would follow the pattern of results in the placebo group. The percentage of participants who met the criteria for resolution of MASH without worsening of fibrosis was 10% in the placebo group, 44% in the 5-mg tirzepatide group (difference vs. placebo, 34 percentage points; 95% confidence interval [CI], 17 to 50), 56% in the 10-mg tirzepatide group (difference, 46 percentage points; 95% CI, 29 to 62), and 62% in the 15-mg tirzepatide group (difference, 53 percentage points; 95% CI, 37 to 69) (P<0.001 for all three comparisons). The percentage of participants who had an improvement of at least one fibrosis stage without worsening of MASH was 30% in the placebo group, 55% in the 5-mg tirzepatide group (difference vs. placebo, 25 percentage points; 95% CI, 5 to 46), 51% in the 10-mg tirzepatide group (difference, 22 percentage points; 95% CI, 1 to 42), and 51% in the 15-mg tirzepatide group (difference, 21 percentage points; 95% CI, 1 to 42). The most common adverse events in the tirzepatide groups were gastrointestinal events, and most were mild or moderate in severity. CONCLUSIONS In this phase 2 trial involving participants with MASH and moderate or severe fibrosis, treatment with tirzepatide for 52 weeks was more effective than placebo with respect to resolution of MASH without worsening of fibrosis. Larger and longer trials are needed to further assess the efficacy and safety of tirzepatide for the treatment of MASH. (Funded by Eli Lilly; SYNERGY-NASH ClinicalTrials.gov number, NCT04166773.).
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Affiliation(s)
- Rohit Loomba
- From the Metabolic Dysfunction-Associated Steatotic Liver Disease Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla (R.L.), and Pacific Rim Pathology, San Diego (C.B.) - both in California; Eli Lilly (M.L.H., Y.T., B.B., D.A.R., A.N., M.C.B., A.H.), the Division of Gastroenterology and Hepatology, Department of Medicine, Indiana University School of Medicine (R.V.), and the Department of Pathology and Laboratory Medicine, Indiana University (O.W.C.) - all in Indianapolis; the Texas Liver Institute, University of Texas Health, San Antonio (E.J.L.); the Department of Hepato-Gastroenterology and Digestive Oncology, Angers University Hospital, and Hemodynamics, Interaction of Fibrosis and Hepatic Tumor Invasiveness Laboratory, Structure Fédérative de Recherche Interactions Cellulaires et Applications Thérapeutiques 4208, Angers University - both in Angers, France (J.B.); the Division of Gastroenterology, Department of Medical Sciences, University of Turin, Turin, Italy (E.B.); the Department of Gastroenterology and Hepatology, Yokohama City University, Yokohama, Japan (M.Y.); and the Stravitz-Sanyal Institute for Liver Disease and Metabolic Health and Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University School of Medicine, Richmond (A.J.S.)
| | - Mark L Hartman
- From the Metabolic Dysfunction-Associated Steatotic Liver Disease Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla (R.L.), and Pacific Rim Pathology, San Diego (C.B.) - both in California; Eli Lilly (M.L.H., Y.T., B.B., D.A.R., A.N., M.C.B., A.H.), the Division of Gastroenterology and Hepatology, Department of Medicine, Indiana University School of Medicine (R.V.), and the Department of Pathology and Laboratory Medicine, Indiana University (O.W.C.) - all in Indianapolis; the Texas Liver Institute, University of Texas Health, San Antonio (E.J.L.); the Department of Hepato-Gastroenterology and Digestive Oncology, Angers University Hospital, and Hemodynamics, Interaction of Fibrosis and Hepatic Tumor Invasiveness Laboratory, Structure Fédérative de Recherche Interactions Cellulaires et Applications Thérapeutiques 4208, Angers University - both in Angers, France (J.B.); the Division of Gastroenterology, Department of Medical Sciences, University of Turin, Turin, Italy (E.B.); the Department of Gastroenterology and Hepatology, Yokohama City University, Yokohama, Japan (M.Y.); and the Stravitz-Sanyal Institute for Liver Disease and Metabolic Health and Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University School of Medicine, Richmond (A.J.S.)
| | - Eric J Lawitz
- From the Metabolic Dysfunction-Associated Steatotic Liver Disease Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla (R.L.), and Pacific Rim Pathology, San Diego (C.B.) - both in California; Eli Lilly (M.L.H., Y.T., B.B., D.A.R., A.N., M.C.B., A.H.), the Division of Gastroenterology and Hepatology, Department of Medicine, Indiana University School of Medicine (R.V.), and the Department of Pathology and Laboratory Medicine, Indiana University (O.W.C.) - all in Indianapolis; the Texas Liver Institute, University of Texas Health, San Antonio (E.J.L.); the Department of Hepato-Gastroenterology and Digestive Oncology, Angers University Hospital, and Hemodynamics, Interaction of Fibrosis and Hepatic Tumor Invasiveness Laboratory, Structure Fédérative de Recherche Interactions Cellulaires et Applications Thérapeutiques 4208, Angers University - both in Angers, France (J.B.); the Division of Gastroenterology, Department of Medical Sciences, University of Turin, Turin, Italy (E.B.); the Department of Gastroenterology and Hepatology, Yokohama City University, Yokohama, Japan (M.Y.); and the Stravitz-Sanyal Institute for Liver Disease and Metabolic Health and Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University School of Medicine, Richmond (A.J.S.)
| | - Raj Vuppalanchi
- From the Metabolic Dysfunction-Associated Steatotic Liver Disease Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla (R.L.), and Pacific Rim Pathology, San Diego (C.B.) - both in California; Eli Lilly (M.L.H., Y.T., B.B., D.A.R., A.N., M.C.B., A.H.), the Division of Gastroenterology and Hepatology, Department of Medicine, Indiana University School of Medicine (R.V.), and the Department of Pathology and Laboratory Medicine, Indiana University (O.W.C.) - all in Indianapolis; the Texas Liver Institute, University of Texas Health, San Antonio (E.J.L.); the Department of Hepato-Gastroenterology and Digestive Oncology, Angers University Hospital, and Hemodynamics, Interaction of Fibrosis and Hepatic Tumor Invasiveness Laboratory, Structure Fédérative de Recherche Interactions Cellulaires et Applications Thérapeutiques 4208, Angers University - both in Angers, France (J.B.); the Division of Gastroenterology, Department of Medical Sciences, University of Turin, Turin, Italy (E.B.); the Department of Gastroenterology and Hepatology, Yokohama City University, Yokohama, Japan (M.Y.); and the Stravitz-Sanyal Institute for Liver Disease and Metabolic Health and Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University School of Medicine, Richmond (A.J.S.)
| | - Jérôme Boursier
- From the Metabolic Dysfunction-Associated Steatotic Liver Disease Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla (R.L.), and Pacific Rim Pathology, San Diego (C.B.) - both in California; Eli Lilly (M.L.H., Y.T., B.B., D.A.R., A.N., M.C.B., A.H.), the Division of Gastroenterology and Hepatology, Department of Medicine, Indiana University School of Medicine (R.V.), and the Department of Pathology and Laboratory Medicine, Indiana University (O.W.C.) - all in Indianapolis; the Texas Liver Institute, University of Texas Health, San Antonio (E.J.L.); the Department of Hepato-Gastroenterology and Digestive Oncology, Angers University Hospital, and Hemodynamics, Interaction of Fibrosis and Hepatic Tumor Invasiveness Laboratory, Structure Fédérative de Recherche Interactions Cellulaires et Applications Thérapeutiques 4208, Angers University - both in Angers, France (J.B.); the Division of Gastroenterology, Department of Medical Sciences, University of Turin, Turin, Italy (E.B.); the Department of Gastroenterology and Hepatology, Yokohama City University, Yokohama, Japan (M.Y.); and the Stravitz-Sanyal Institute for Liver Disease and Metabolic Health and Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University School of Medicine, Richmond (A.J.S.)
| | - Elisabetta Bugianesi
- From the Metabolic Dysfunction-Associated Steatotic Liver Disease Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla (R.L.), and Pacific Rim Pathology, San Diego (C.B.) - both in California; Eli Lilly (M.L.H., Y.T., B.B., D.A.R., A.N., M.C.B., A.H.), the Division of Gastroenterology and Hepatology, Department of Medicine, Indiana University School of Medicine (R.V.), and the Department of Pathology and Laboratory Medicine, Indiana University (O.W.C.) - all in Indianapolis; the Texas Liver Institute, University of Texas Health, San Antonio (E.J.L.); the Department of Hepato-Gastroenterology and Digestive Oncology, Angers University Hospital, and Hemodynamics, Interaction of Fibrosis and Hepatic Tumor Invasiveness Laboratory, Structure Fédérative de Recherche Interactions Cellulaires et Applications Thérapeutiques 4208, Angers University - both in Angers, France (J.B.); the Division of Gastroenterology, Department of Medical Sciences, University of Turin, Turin, Italy (E.B.); the Department of Gastroenterology and Hepatology, Yokohama City University, Yokohama, Japan (M.Y.); and the Stravitz-Sanyal Institute for Liver Disease and Metabolic Health and Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University School of Medicine, Richmond (A.J.S.)
| | - Masato Yoneda
- From the Metabolic Dysfunction-Associated Steatotic Liver Disease Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla (R.L.), and Pacific Rim Pathology, San Diego (C.B.) - both in California; Eli Lilly (M.L.H., Y.T., B.B., D.A.R., A.N., M.C.B., A.H.), the Division of Gastroenterology and Hepatology, Department of Medicine, Indiana University School of Medicine (R.V.), and the Department of Pathology and Laboratory Medicine, Indiana University (O.W.C.) - all in Indianapolis; the Texas Liver Institute, University of Texas Health, San Antonio (E.J.L.); the Department of Hepato-Gastroenterology and Digestive Oncology, Angers University Hospital, and Hemodynamics, Interaction of Fibrosis and Hepatic Tumor Invasiveness Laboratory, Structure Fédérative de Recherche Interactions Cellulaires et Applications Thérapeutiques 4208, Angers University - both in Angers, France (J.B.); the Division of Gastroenterology, Department of Medical Sciences, University of Turin, Turin, Italy (E.B.); the Department of Gastroenterology and Hepatology, Yokohama City University, Yokohama, Japan (M.Y.); and the Stravitz-Sanyal Institute for Liver Disease and Metabolic Health and Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University School of Medicine, Richmond (A.J.S.)
| | - Cynthia Behling
- From the Metabolic Dysfunction-Associated Steatotic Liver Disease Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla (R.L.), and Pacific Rim Pathology, San Diego (C.B.) - both in California; Eli Lilly (M.L.H., Y.T., B.B., D.A.R., A.N., M.C.B., A.H.), the Division of Gastroenterology and Hepatology, Department of Medicine, Indiana University School of Medicine (R.V.), and the Department of Pathology and Laboratory Medicine, Indiana University (O.W.C.) - all in Indianapolis; the Texas Liver Institute, University of Texas Health, San Antonio (E.J.L.); the Department of Hepato-Gastroenterology and Digestive Oncology, Angers University Hospital, and Hemodynamics, Interaction of Fibrosis and Hepatic Tumor Invasiveness Laboratory, Structure Fédérative de Recherche Interactions Cellulaires et Applications Thérapeutiques 4208, Angers University - both in Angers, France (J.B.); the Division of Gastroenterology, Department of Medical Sciences, University of Turin, Turin, Italy (E.B.); the Department of Gastroenterology and Hepatology, Yokohama City University, Yokohama, Japan (M.Y.); and the Stravitz-Sanyal Institute for Liver Disease and Metabolic Health and Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University School of Medicine, Richmond (A.J.S.)
| | - Oscar W Cummings
- From the Metabolic Dysfunction-Associated Steatotic Liver Disease Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla (R.L.), and Pacific Rim Pathology, San Diego (C.B.) - both in California; Eli Lilly (M.L.H., Y.T., B.B., D.A.R., A.N., M.C.B., A.H.), the Division of Gastroenterology and Hepatology, Department of Medicine, Indiana University School of Medicine (R.V.), and the Department of Pathology and Laboratory Medicine, Indiana University (O.W.C.) - all in Indianapolis; the Texas Liver Institute, University of Texas Health, San Antonio (E.J.L.); the Department of Hepato-Gastroenterology and Digestive Oncology, Angers University Hospital, and Hemodynamics, Interaction of Fibrosis and Hepatic Tumor Invasiveness Laboratory, Structure Fédérative de Recherche Interactions Cellulaires et Applications Thérapeutiques 4208, Angers University - both in Angers, France (J.B.); the Division of Gastroenterology, Department of Medical Sciences, University of Turin, Turin, Italy (E.B.); the Department of Gastroenterology and Hepatology, Yokohama City University, Yokohama, Japan (M.Y.); and the Stravitz-Sanyal Institute for Liver Disease and Metabolic Health and Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University School of Medicine, Richmond (A.J.S.)
| | - Yuanyuan Tang
- From the Metabolic Dysfunction-Associated Steatotic Liver Disease Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla (R.L.), and Pacific Rim Pathology, San Diego (C.B.) - both in California; Eli Lilly (M.L.H., Y.T., B.B., D.A.R., A.N., M.C.B., A.H.), the Division of Gastroenterology and Hepatology, Department of Medicine, Indiana University School of Medicine (R.V.), and the Department of Pathology and Laboratory Medicine, Indiana University (O.W.C.) - all in Indianapolis; the Texas Liver Institute, University of Texas Health, San Antonio (E.J.L.); the Department of Hepato-Gastroenterology and Digestive Oncology, Angers University Hospital, and Hemodynamics, Interaction of Fibrosis and Hepatic Tumor Invasiveness Laboratory, Structure Fédérative de Recherche Interactions Cellulaires et Applications Thérapeutiques 4208, Angers University - both in Angers, France (J.B.); the Division of Gastroenterology, Department of Medical Sciences, University of Turin, Turin, Italy (E.B.); the Department of Gastroenterology and Hepatology, Yokohama City University, Yokohama, Japan (M.Y.); and the Stravitz-Sanyal Institute for Liver Disease and Metabolic Health and Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University School of Medicine, Richmond (A.J.S.)
| | - Bram Brouwers
- From the Metabolic Dysfunction-Associated Steatotic Liver Disease Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla (R.L.), and Pacific Rim Pathology, San Diego (C.B.) - both in California; Eli Lilly (M.L.H., Y.T., B.B., D.A.R., A.N., M.C.B., A.H.), the Division of Gastroenterology and Hepatology, Department of Medicine, Indiana University School of Medicine (R.V.), and the Department of Pathology and Laboratory Medicine, Indiana University (O.W.C.) - all in Indianapolis; the Texas Liver Institute, University of Texas Health, San Antonio (E.J.L.); the Department of Hepato-Gastroenterology and Digestive Oncology, Angers University Hospital, and Hemodynamics, Interaction of Fibrosis and Hepatic Tumor Invasiveness Laboratory, Structure Fédérative de Recherche Interactions Cellulaires et Applications Thérapeutiques 4208, Angers University - both in Angers, France (J.B.); the Division of Gastroenterology, Department of Medical Sciences, University of Turin, Turin, Italy (E.B.); the Department of Gastroenterology and Hepatology, Yokohama City University, Yokohama, Japan (M.Y.); and the Stravitz-Sanyal Institute for Liver Disease and Metabolic Health and Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University School of Medicine, Richmond (A.J.S.)
| | - Deborah A Robins
- From the Metabolic Dysfunction-Associated Steatotic Liver Disease Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla (R.L.), and Pacific Rim Pathology, San Diego (C.B.) - both in California; Eli Lilly (M.L.H., Y.T., B.B., D.A.R., A.N., M.C.B., A.H.), the Division of Gastroenterology and Hepatology, Department of Medicine, Indiana University School of Medicine (R.V.), and the Department of Pathology and Laboratory Medicine, Indiana University (O.W.C.) - all in Indianapolis; the Texas Liver Institute, University of Texas Health, San Antonio (E.J.L.); the Department of Hepato-Gastroenterology and Digestive Oncology, Angers University Hospital, and Hemodynamics, Interaction of Fibrosis and Hepatic Tumor Invasiveness Laboratory, Structure Fédérative de Recherche Interactions Cellulaires et Applications Thérapeutiques 4208, Angers University - both in Angers, France (J.B.); the Division of Gastroenterology, Department of Medical Sciences, University of Turin, Turin, Italy (E.B.); the Department of Gastroenterology and Hepatology, Yokohama City University, Yokohama, Japan (M.Y.); and the Stravitz-Sanyal Institute for Liver Disease and Metabolic Health and Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University School of Medicine, Richmond (A.J.S.)
| | - Amir Nikooie
- From the Metabolic Dysfunction-Associated Steatotic Liver Disease Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla (R.L.), and Pacific Rim Pathology, San Diego (C.B.) - both in California; Eli Lilly (M.L.H., Y.T., B.B., D.A.R., A.N., M.C.B., A.H.), the Division of Gastroenterology and Hepatology, Department of Medicine, Indiana University School of Medicine (R.V.), and the Department of Pathology and Laboratory Medicine, Indiana University (O.W.C.) - all in Indianapolis; the Texas Liver Institute, University of Texas Health, San Antonio (E.J.L.); the Department of Hepato-Gastroenterology and Digestive Oncology, Angers University Hospital, and Hemodynamics, Interaction of Fibrosis and Hepatic Tumor Invasiveness Laboratory, Structure Fédérative de Recherche Interactions Cellulaires et Applications Thérapeutiques 4208, Angers University - both in Angers, France (J.B.); the Division of Gastroenterology, Department of Medical Sciences, University of Turin, Turin, Italy (E.B.); the Department of Gastroenterology and Hepatology, Yokohama City University, Yokohama, Japan (M.Y.); and the Stravitz-Sanyal Institute for Liver Disease and Metabolic Health and Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University School of Medicine, Richmond (A.J.S.)
| | - Mathijs C Bunck
- From the Metabolic Dysfunction-Associated Steatotic Liver Disease Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla (R.L.), and Pacific Rim Pathology, San Diego (C.B.) - both in California; Eli Lilly (M.L.H., Y.T., B.B., D.A.R., A.N., M.C.B., A.H.), the Division of Gastroenterology and Hepatology, Department of Medicine, Indiana University School of Medicine (R.V.), and the Department of Pathology and Laboratory Medicine, Indiana University (O.W.C.) - all in Indianapolis; the Texas Liver Institute, University of Texas Health, San Antonio (E.J.L.); the Department of Hepato-Gastroenterology and Digestive Oncology, Angers University Hospital, and Hemodynamics, Interaction of Fibrosis and Hepatic Tumor Invasiveness Laboratory, Structure Fédérative de Recherche Interactions Cellulaires et Applications Thérapeutiques 4208, Angers University - both in Angers, France (J.B.); the Division of Gastroenterology, Department of Medical Sciences, University of Turin, Turin, Italy (E.B.); the Department of Gastroenterology and Hepatology, Yokohama City University, Yokohama, Japan (M.Y.); and the Stravitz-Sanyal Institute for Liver Disease and Metabolic Health and Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University School of Medicine, Richmond (A.J.S.)
| | - Axel Haupt
- From the Metabolic Dysfunction-Associated Steatotic Liver Disease Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla (R.L.), and Pacific Rim Pathology, San Diego (C.B.) - both in California; Eli Lilly (M.L.H., Y.T., B.B., D.A.R., A.N., M.C.B., A.H.), the Division of Gastroenterology and Hepatology, Department of Medicine, Indiana University School of Medicine (R.V.), and the Department of Pathology and Laboratory Medicine, Indiana University (O.W.C.) - all in Indianapolis; the Texas Liver Institute, University of Texas Health, San Antonio (E.J.L.); the Department of Hepato-Gastroenterology and Digestive Oncology, Angers University Hospital, and Hemodynamics, Interaction of Fibrosis and Hepatic Tumor Invasiveness Laboratory, Structure Fédérative de Recherche Interactions Cellulaires et Applications Thérapeutiques 4208, Angers University - both in Angers, France (J.B.); the Division of Gastroenterology, Department of Medical Sciences, University of Turin, Turin, Italy (E.B.); the Department of Gastroenterology and Hepatology, Yokohama City University, Yokohama, Japan (M.Y.); and the Stravitz-Sanyal Institute for Liver Disease and Metabolic Health and Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University School of Medicine, Richmond (A.J.S.)
| | - Arun J Sanyal
- From the Metabolic Dysfunction-Associated Steatotic Liver Disease Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla (R.L.), and Pacific Rim Pathology, San Diego (C.B.) - both in California; Eli Lilly (M.L.H., Y.T., B.B., D.A.R., A.N., M.C.B., A.H.), the Division of Gastroenterology and Hepatology, Department of Medicine, Indiana University School of Medicine (R.V.), and the Department of Pathology and Laboratory Medicine, Indiana University (O.W.C.) - all in Indianapolis; the Texas Liver Institute, University of Texas Health, San Antonio (E.J.L.); the Department of Hepato-Gastroenterology and Digestive Oncology, Angers University Hospital, and Hemodynamics, Interaction of Fibrosis and Hepatic Tumor Invasiveness Laboratory, Structure Fédérative de Recherche Interactions Cellulaires et Applications Thérapeutiques 4208, Angers University - both in Angers, France (J.B.); the Division of Gastroenterology, Department of Medical Sciences, University of Turin, Turin, Italy (E.B.); the Department of Gastroenterology and Hepatology, Yokohama City University, Yokohama, Japan (M.Y.); and the Stravitz-Sanyal Institute for Liver Disease and Metabolic Health and Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University School of Medicine, Richmond (A.J.S.)
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Choi SJ, Yoon S, Kim KK, Kim D, Lee HE, Kim KG, Shin SK, Park IB, Kim SM, Lee DH. A Composite Blood Biomarker Including AKR1B10 and Cytokeratin 18 for Progressive Types of Nonalcoholic Fatty Liver Disease. Diabetes Metab J 2024; 48:740-751. [PMID: 38311058 PMCID: PMC11307119 DOI: 10.4093/dmj.2023.0189] [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: 06/18/2023] [Accepted: 08/16/2023] [Indexed: 02/06/2024] Open
Abstract
BACKGRUOUND We aimed to evaluate whether composite blood biomarkers including aldo-keto reductase family 1 member B10 (AKR1B10) and cytokeratin 18 (CK-18; a nonalcoholic steatohepatitis [NASH] marker) have clinically applicable performance for the diagnosis of NASH, advanced liver fibrosis, and high-risk NASH (NASH+significant fibrosis). METHODS A total of 116 subjects including healthy control subjects and patients with biopsy-proven nonalcoholic fatty liver disease (NAFLD) were analyzed to assess composite blood-based and imaging-based biomarkers either singly or in combination. RESULTS A composite blood biomarker comprised of AKR1B10, CK-18, aspartate aminotransferase (AST), and alanine aminotransferase (ALT) showed excellent performance for the diagnosis of, NASH, advanced fibrosis, and high-risk NASH, with area under the receiver operating characteristic curve values of 0.934 (95% confidence interval [CI], 0.888 to 0.981), 0.902 (95% CI, 0.832 to 0.971), and 0.918 (95% CI, 0.862 to 0.974), respectively. However, the performance of this blood composite biomarker was inferior to that various magnetic resonance (MR)-based composite biomarkers, such as proton density fat fraction/MR elastography- liver stiffness measurement (MRE-LSM)/ALT/AST for NASH, MRE-LSM+fibrosis-4 index for advanced fibrosis, and the known MR imaging-AST (MAST) score for high-risk NASH. CONCLUSION Our blood composite biomarker can be useful to distinguish progressive forms of NAFLD as an initial noninvasive test when MR-based tools are not available.
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Affiliation(s)
- Seung Joon Choi
- Department of Radiology, Gachon University Gil Medical Center, Gachon University College of Medicine, Incheon, Korea
| | - Sungjin Yoon
- Department of Radiology, Gachon University Gil Medical Center, Gachon University College of Medicine, Incheon, Korea
| | - Kyoung-Kon Kim
- Department of Family Medicine, Gachon University Gil Medical Center, Gachon University College of Medicine, Incheon, Korea
| | - Doojin Kim
- Department of Surgery, Gachon University Gil Medical Center, Gachon University College of Medicine, Incheon, Korea
| | - Hye Eun Lee
- Department of Internal Medicine, Gachon University Gil Medical Center, Gachon University College of Medicine, Incheon, Korea
| | - Kwang Gi Kim
- Department of Biomedical Engineering, Gachon University Gil Medical Center, Gachon University College of Medicine, Incheon, Korea
| | - Seung Kak Shin
- Department of Internal Medicine, Gachon University Gil Medical Center, Gachon University College of Medicine, Incheon, Korea
| | - Ie Byung Park
- Department of Internal Medicine, Gachon University Gil Medical Center, Gachon University College of Medicine, Incheon, Korea
| | - Seong Min Kim
- Department of Surgery, Gachon University Gil Medical Center, Gachon University College of Medicine, Incheon, Korea
| | - Dae Ho Lee
- Department of Internal Medicine, Gachon University Gil Medical Center, Gachon University College of Medicine, Incheon, Korea
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Savino A, Loglio A, Neri F, Camagni S, Pasulo L, Lucà MG, Trevisan R, Fagiuoli S, Viganò M. Metabolic-Dysfunction-Associated Steatotic Liver Disease (MASLD) after Liver Transplantation: A Narrative Review of an Emerging Issue. J Clin Med 2024; 13:3871. [PMID: 38999436 PMCID: PMC11242808 DOI: 10.3390/jcm13133871] [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: 05/30/2024] [Revised: 06/23/2024] [Accepted: 06/24/2024] [Indexed: 07/14/2024] Open
Abstract
The development of steatotic liver disease after liver transplant (LT) is widely described, and epidemiological data have revealed an increased incidence in recent times. Its evolution runs from simple steatosis to steatohepatitis and, in a small proportion of patients, to significant fibrosis and cirrhosis. Apparently, post-LT steatotic disease has no impact on the recipient's overall survival; however, a higher cardiovascular and malignancy burden has been reported. Many donors' and recipients' risk factors have been associated with this occurrence, although the recipient-related ones seem of greater impact. Particularly, pre- and post-LT metabolic alterations are strictly associated with steatotic graft disease, sharing common pathophysiologic mechanisms that converge on insulin resistance. Other relevant risk factors include genetic variants, sex, age, baseline liver diseases, and immunosuppressive drugs. Diagnostic evaluation relies on liver biopsy, although non-invasive methods are being increasingly used to detect and monitor both steatosis and fibrosis stages. Management requires a multifaceted approach focusing on lifestyle modifications, the optimization of immunosuppressive therapy, and the management of metabolic complications. This review aims to synthesize the current knowledge of post-LT steatotic liver disease, focusing on the recent definition of metabolic-dysfunction-associated steatotic liver disease (MASLD) and its metabolic and multisystemic concerns.
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Affiliation(s)
- Alberto Savino
- Gastroenterology Hepatology and Transplantation Unit, ASST Papa Giovanni XXIII, Piazza OMS 1, 24127 Bergamo, Italy; (A.S.); (S.F.)
- Gastroenterology, Department of Medicine, University of Milan Bicocca, 20126 Milan, Italy
| | - Alessandro Loglio
- Gastroenterology Hepatology and Transplantation Unit, ASST Papa Giovanni XXIII, Piazza OMS 1, 24127 Bergamo, Italy; (A.S.); (S.F.)
| | - Flavia Neri
- Department of Organ Failure and Transplantation, ASST Papa Giovanni XXIII, 24127 Bergamo, Italy
| | - Stefania Camagni
- Department of Organ Failure and Transplantation, ASST Papa Giovanni XXIII, 24127 Bergamo, Italy
| | - Luisa Pasulo
- Gastroenterology Hepatology and Transplantation Unit, ASST Papa Giovanni XXIII, Piazza OMS 1, 24127 Bergamo, Italy; (A.S.); (S.F.)
| | - Maria Grazia Lucà
- Gastroenterology Hepatology and Transplantation Unit, ASST Papa Giovanni XXIII, Piazza OMS 1, 24127 Bergamo, Italy; (A.S.); (S.F.)
| | - Roberto Trevisan
- Endocrine and Diabetology Unit, ASST Papa Giovanni XXIII, 24127 Bergamo, Italy
- Department of Medicine and Surgery, University of Milano Bicocca, 20126 Milan, Italy
| | - Stefano Fagiuoli
- Gastroenterology Hepatology and Transplantation Unit, ASST Papa Giovanni XXIII, Piazza OMS 1, 24127 Bergamo, Italy; (A.S.); (S.F.)
- Gastroenterology, Department of Medicine, University of Milan Bicocca, 20126 Milan, Italy
| | - Mauro Viganò
- Gastroenterology Hepatology and Transplantation Unit, ASST Papa Giovanni XXIII, Piazza OMS 1, 24127 Bergamo, Italy; (A.S.); (S.F.)
- Gastroenterology, Department of Medicine, University of Milan Bicocca, 20126 Milan, Italy
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EASL-EASD-EASO Clinical Practice Guidelines on the Management of Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD). Obes Facts 2024; 17:374-444. [PMID: 38852583 PMCID: PMC11299976 DOI: 10.1159/000539371] [Citation(s) in RCA: 18] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Accepted: 05/15/2024] [Indexed: 06/11/2024] Open
Abstract
Metabolic dysfunction-associated steatotic liver disease (MASLD), previously termed non-alcoholic fatty liver disease (NAFLD), is defined as steatotic liver disease (SLD) in the presence of one or more cardiometabolic risk factor(s) and the absence of harmful alcohol intake. The spectrum of MASLD includes steatosis, metabolic dysfunction-associated steatohepatitis (MASH, previously NASH), fibrosis, cirrhosis and MASH-related hepatocellular carcinoma (HCC). This joint EASL-EASD-EASO guideline provides an update on definitions, prevention, screening, diagnosis and treatment for MASLD. Case-finding strategies for MASLD with liver fibrosis, using non-invasive tests, should be applied in individuals with cardiometabolic risk factors, abnormal liver enzymes, and/or radiological signs of hepatic steatosis, particularly in the presence of type 2 diabetes (T2D) or obesity with additional metabolic risk factor(s). A stepwise approach using blood-based scores (such as FIB-4) and, sequentially, imaging techniques (such as transient elastography) is suitable to rule-out/in advanced fibrosis, which is predictive of liver-related outcomes. In adults with MASLD, lifestyle modification - including weight loss, dietary changes, physical exercise and discouraging alcohol consumption - as well as optimal management of comorbidities - including use of incretin-based therapies (e.g. semaglutide, tirzepatide) for T2D or obesity, if indicated - is advised. Bariatric surgery is also an option in individuals with MASLD and obesity. If locally approved and dependent on the label, adults with non-cirrhotic MASH and significant liver fibrosis (stage ≥2) should be considered for a MASH-targeted treatment with resmetirom, which demonstrated histological effectiveness on steatohepatitis and fibrosis with an acceptable safety and tolerability profile. No MASH-targeted pharmacotherapy can currently be recommended for the cirrhotic stage. Management of MASH-related cirrhosis includes adaptations of metabolic drugs, nutritional counselling, surveillance for portal hypertension and HCC, as well as liver transplantation in decompensated cirrhosis.
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Noureddin N, Copur-Dahi N, Loomba R. Monitoring disease progression in metabolic dysfunction-associated steatotic liver disease. Aliment Pharmacol Ther 2024; 59 Suppl 1:S41-S51. [PMID: 38813822 PMCID: PMC11141723 DOI: 10.1111/apt.17752] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Revised: 09/20/2023] [Accepted: 09/25/2023] [Indexed: 05/31/2024]
Abstract
BACKGROUND Metabolic dysfunction-associated steatotic liver disease (MASLD) is the most common cause of chronic liver disease. Its prevalence is increasing with the epidemic of obesity and metabolic syndrome. MASLD progression into metabolic dysfunction-associated steatohepatitis (MASH) and advanced fibrosis may lead to decompensated cirrhosis and development of liver-related events, hepatocellular carcinoma and death. Monitoring disease progression is critical in decreasing morbidity, mortality, need for transplant and economic burden. Assessing for treatment response once FDA-approved medications are available is still an unmet clinical need. AIMS To explore the most up-to-date literature on testing used for monitoring disease progression and treatment response METHODS: We searched PubMed from inception to 15 August 2023, using the following MeSH terms: 'MASLD', 'Metabolic dysfunction-associated steatotic liver disease', 'MASH', 'metabolic dysfunction-associated steatohepatitis', 'Non-Alcoholic Fatty Liver Disease', 'NAFLD', 'non-alcoholic steatohepatitis', 'NASH', 'Biomarkers', 'clinical trial'. Articles were also identified through searches of the authors' files. The final reference list was generated based on originality and relevance to this review's broad scope, considering only papers published in English. RESULTS We have cited 101 references in this review detailing methods to monitor MASLD disease progression and treatment response. CONCLUSION Various biomarkers can be used in different care settings to monitor disease progression. Further research is needed to validate noninvasive tests more effectively.
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Affiliation(s)
- Nabil Noureddin
- MASLD Research Center, University of California at San Diego, La Jolla, CA, USA
- Division of Gastroenterology & Hepatology, University of California at San Diego, La Jolla, CA, USA
| | - Nedret Copur-Dahi
- Division of Gastroenterology & Hepatology, University of California at San Diego, La Jolla, CA, USA
| | - Rohit Loomba
- MASLD Research Center, University of California at San Diego, La Jolla, CA, USA
- Division of Gastroenterology & Hepatology, University of California at San Diego, La Jolla, CA, USA
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31
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Chan WK, Petta S, Noureddin M, Goh GBB, Wong VWS. Diagnosis and non-invasive assessment of MASLD in type 2 diabetes and obesity. Aliment Pharmacol Ther 2024; 59 Suppl 1:S23-S40. [PMID: 38813831 DOI: 10.1111/apt.17866] [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: 08/28/2023] [Revised: 09/24/2023] [Accepted: 12/26/2023] [Indexed: 05/31/2024]
Abstract
BACKGROUND Metabolic dysfunction-associated steatotic liver disease (MASLD) is currently the most common chronic liver disease and an important cause of cirrhosis and hepatocellular carcinoma. It is strongly associated with type 2 diabetes and obesity. Because of the huge number of patients at risk of MASLD, it is imperative to use non-invasive tests appropriately. AIMS To provide a narrative review on the performance and limitations of non-invasive tests, with a special emphasis on the impact of diabetes and obesity. METHODS We searched PubMed and Cochrane databases for articles published from 1990 to August 2023. RESULTS Abdominal ultrasonography remains the primary method to diagnose hepatic steatosis, while magnetic resonance imaging proton density fat fraction is currently the gold standard to quantify steatosis. Simple fibrosis scores such as the Fibrosis-4 index are well suited as initial assessment in primary care and non-hepatology settings to rule out advanced fibrosis and future risk of liver-related complications. However, because of its low positive predictive value, an abnormal test should be followed by specific blood (e.g. Enhanced Liver Fibrosis score) or imaging biomarkers (e.g. vibration-controlled transient elastography and magnetic resonance elastography) of fibrosis. Some non-invasive tests of fibrosis appear to be less accurate in patients with diabetes. Obesity also affects the performance of abdominal ultrasonography and transient elastography, whereas magnetic resonance imaging may not be feasible in some patients with severe obesity. CONCLUSIONS This article highlights issues surrounding the clinical application of non-invasive tests for MASLD in patients with type 2 diabetes and obesity.
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Affiliation(s)
- Wah-Kheong Chan
- Gastroenterology and Hepatology Unit, Department of Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Salvatore Petta
- Sezione di Gastroenterologia, PROMISE, University of Palermo, Palermo, Italy
- Department of Economics and Statistics, University of Palermo, Palermo, Italy
| | - Mazen Noureddin
- Houston Methodist Hospital, Houston Research Institute, Houston, Texas, USA
| | - George Boon Bee Goh
- Department of Gastroenterology and Hepatology, Singapore General Hospital, Singapore
- Medicine Academic Clinical Program, Duke-NUS Medical School, Singapore
| | - Vincent Wai-Sun Wong
- Medical Data Analytics Centre, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
- State Key Laboratory of Digestive Disease, Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China
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Tincopa MA, Anstee QM, Loomba R. New and emerging treatments for metabolic dysfunction-associated steatohepatitis. Cell Metab 2024; 36:912-926. [PMID: 38608696 DOI: 10.1016/j.cmet.2024.03.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Revised: 02/01/2024] [Accepted: 03/18/2024] [Indexed: 04/14/2024]
Abstract
Metabolic dysfunction-associated steatohepatitis (MASH) is a leading etiology of chronic liver disease worldwide, with increasing incidence and prevalence in the setting of the obesity epidemic. MASH is also a leading indication for liver transplantation, given its associated risk of progression to end-stage liver disease. A key challenge in managing MASH is the lack of approved pharmacotherapy. In its absence, lifestyle interventions with a focus on healthy nutrition and regular physical activity have been the cornerstone of therapy. Real-world efficacy and sustainability of lifestyle interventions are low, however. Pharmacotherapy development for MASH is emerging with promising data from several agents with different mechanisms of action (MOAs) in phase 3 clinical trials. In this review, we highlight ongoing challenges and potential solutions in drug development for MASH and provide an overview of available data from emerging therapies across multiple MOAs.
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Affiliation(s)
- Monica A Tincopa
- MASLD Research Center, Division of Gastroenterology and Hepatology, University of California, San Diego, La Jolla, CA 92103, USA
| | - 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
| | - Rohit Loomba
- MASLD Research Center, Division of Gastroenterology and Hepatology, University of California, San Diego, La Jolla, CA 92103, USA; School of Public Health, University of California, San Diego, La Jolla, CA 92103, USA.
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Kokkorakis M, Muzurović E, Volčanšek Š, Chakhtoura M, Hill MA, Mikhailidis DP, Mantzoros CS. Steatotic Liver Disease: Pathophysiology and Emerging Pharmacotherapies. Pharmacol Rev 2024; 76:454-499. [PMID: 38697855 DOI: 10.1124/pharmrev.123.001087] [Citation(s) in RCA: 24] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2023] [Revised: 12/22/2023] [Accepted: 01/25/2024] [Indexed: 05/05/2024] Open
Abstract
Steatotic liver disease (SLD) displays a dynamic and complex disease phenotype. Consequently, the metabolic dysfunction-associated steatotic liver disease (MASLD)/metabolic dysfunction-associated steatohepatitis (MASH) therapeutic pipeline is expanding rapidly and in multiple directions. In parallel, noninvasive tools for diagnosing and monitoring responses to therapeutic interventions are being studied, and clinically feasible findings are being explored as primary outcomes in interventional trials. The realization that distinct subgroups exist under the umbrella of SLD should guide more precise and personalized treatment recommendations and facilitate advancements in pharmacotherapeutics. This review summarizes recent updates of pathophysiology-based nomenclature and outlines both effective pharmacotherapeutics and those in the pipeline for MASLD/MASH, detailing their mode of action and the current status of phase 2 and 3 clinical trials. Of the extensive arsenal of pharmacotherapeutics in the MASLD/MASH pipeline, several have been rejected, whereas other, mainly monotherapy options, have shown only marginal benefits and are now being tested as part of combination therapies, yet others are still in development as monotherapies. Although the Food and Drug Administration (FDA) has recently approved resmetirom, additional therapeutic approaches in development will ideally target MASH and fibrosis while improving cardiometabolic risk factors. Due to the urgent need for the development of novel therapeutic strategies and the potential availability of safety and tolerability data, repurposing existing and approved drugs is an appealing option. Finally, it is essential to highlight that SLD and, by extension, MASLD should be recognized and approached as a systemic disease affecting multiple organs, with the vigorous implementation of interdisciplinary and coordinated action plans. SIGNIFICANCE STATEMENT: Steatotic liver disease (SLD), including metabolic dysfunction-associated steatotic liver disease and metabolic dysfunction-associated steatohepatitis, is the most prevalent chronic liver condition, affecting more than one-fourth of the global population. This review aims to provide the most recent information regarding SLD pathophysiology, diagnosis, and management according to the latest advancements in the guidelines and clinical trials. Collectively, it is hoped that the information provided furthers the understanding of the current state of SLD with direct clinical implications and stimulates research initiatives.
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Affiliation(s)
- Michail Kokkorakis
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts (M.K., C.S.M.); Department of Clinical Pharmacy and Pharmacology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands (M.K.); Endocrinology Section, Department of Internal Medicine, Clinical Center of Montenegro, Podgorica, Montenegro (E.M.); Faculty of Medicine, University of Montenegro, Podgorica, Montenegro (E.M.); Department of Endocrinology, Diabetes, and Metabolic Diseases, University Medical Center Ljubljana, Ljubljana, Slovenia (Š.V.); Medical Faculty Ljubljana, Ljubljana, Slovenia (Š.V.); Division of Endocrinology, Department of Internal Medicine, American University of Beirut Medical Center, Beirut, Lebanon (M.C.); Dalton Cardiovascular Research Center, University of Missouri, Columbia, Missouri (M.A.H.); Department of Medical Pharmacology and Physiology, School of Medicine, University of Missouri, Columbia, Missouri (M.A.H.); Department of Clinical Biochemistry, Royal Free Hospital Campus, University College London Medical School, University College London (UCL), London, United Kingdom (D.P.M.); Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates (D.P.M.); and Boston VA Healthcare System, Harvard Medical School, Boston, Massachusetts (C.S.M.)
| | - Emir Muzurović
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts (M.K., C.S.M.); Department of Clinical Pharmacy and Pharmacology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands (M.K.); Endocrinology Section, Department of Internal Medicine, Clinical Center of Montenegro, Podgorica, Montenegro (E.M.); Faculty of Medicine, University of Montenegro, Podgorica, Montenegro (E.M.); Department of Endocrinology, Diabetes, and Metabolic Diseases, University Medical Center Ljubljana, Ljubljana, Slovenia (Š.V.); Medical Faculty Ljubljana, Ljubljana, Slovenia (Š.V.); Division of Endocrinology, Department of Internal Medicine, American University of Beirut Medical Center, Beirut, Lebanon (M.C.); Dalton Cardiovascular Research Center, University of Missouri, Columbia, Missouri (M.A.H.); Department of Medical Pharmacology and Physiology, School of Medicine, University of Missouri, Columbia, Missouri (M.A.H.); Department of Clinical Biochemistry, Royal Free Hospital Campus, University College London Medical School, University College London (UCL), London, United Kingdom (D.P.M.); Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates (D.P.M.); and Boston VA Healthcare System, Harvard Medical School, Boston, Massachusetts (C.S.M.)
| | - Špela Volčanšek
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts (M.K., C.S.M.); Department of Clinical Pharmacy and Pharmacology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands (M.K.); Endocrinology Section, Department of Internal Medicine, Clinical Center of Montenegro, Podgorica, Montenegro (E.M.); Faculty of Medicine, University of Montenegro, Podgorica, Montenegro (E.M.); Department of Endocrinology, Diabetes, and Metabolic Diseases, University Medical Center Ljubljana, Ljubljana, Slovenia (Š.V.); Medical Faculty Ljubljana, Ljubljana, Slovenia (Š.V.); Division of Endocrinology, Department of Internal Medicine, American University of Beirut Medical Center, Beirut, Lebanon (M.C.); Dalton Cardiovascular Research Center, University of Missouri, Columbia, Missouri (M.A.H.); Department of Medical Pharmacology and Physiology, School of Medicine, University of Missouri, Columbia, Missouri (M.A.H.); Department of Clinical Biochemistry, Royal Free Hospital Campus, University College London Medical School, University College London (UCL), London, United Kingdom (D.P.M.); Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates (D.P.M.); and Boston VA Healthcare System, Harvard Medical School, Boston, Massachusetts (C.S.M.)
| | - Marlene Chakhtoura
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts (M.K., C.S.M.); Department of Clinical Pharmacy and Pharmacology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands (M.K.); Endocrinology Section, Department of Internal Medicine, Clinical Center of Montenegro, Podgorica, Montenegro (E.M.); Faculty of Medicine, University of Montenegro, Podgorica, Montenegro (E.M.); Department of Endocrinology, Diabetes, and Metabolic Diseases, University Medical Center Ljubljana, Ljubljana, Slovenia (Š.V.); Medical Faculty Ljubljana, Ljubljana, Slovenia (Š.V.); Division of Endocrinology, Department of Internal Medicine, American University of Beirut Medical Center, Beirut, Lebanon (M.C.); Dalton Cardiovascular Research Center, University of Missouri, Columbia, Missouri (M.A.H.); Department of Medical Pharmacology and Physiology, School of Medicine, University of Missouri, Columbia, Missouri (M.A.H.); Department of Clinical Biochemistry, Royal Free Hospital Campus, University College London Medical School, University College London (UCL), London, United Kingdom (D.P.M.); Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates (D.P.M.); and Boston VA Healthcare System, Harvard Medical School, Boston, Massachusetts (C.S.M.)
| | - Michael A Hill
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts (M.K., C.S.M.); Department of Clinical Pharmacy and Pharmacology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands (M.K.); Endocrinology Section, Department of Internal Medicine, Clinical Center of Montenegro, Podgorica, Montenegro (E.M.); Faculty of Medicine, University of Montenegro, Podgorica, Montenegro (E.M.); Department of Endocrinology, Diabetes, and Metabolic Diseases, University Medical Center Ljubljana, Ljubljana, Slovenia (Š.V.); Medical Faculty Ljubljana, Ljubljana, Slovenia (Š.V.); Division of Endocrinology, Department of Internal Medicine, American University of Beirut Medical Center, Beirut, Lebanon (M.C.); Dalton Cardiovascular Research Center, University of Missouri, Columbia, Missouri (M.A.H.); Department of Medical Pharmacology and Physiology, School of Medicine, University of Missouri, Columbia, Missouri (M.A.H.); Department of Clinical Biochemistry, Royal Free Hospital Campus, University College London Medical School, University College London (UCL), London, United Kingdom (D.P.M.); Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates (D.P.M.); and Boston VA Healthcare System, Harvard Medical School, Boston, Massachusetts (C.S.M.)
| | - Dimitri P Mikhailidis
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts (M.K., C.S.M.); Department of Clinical Pharmacy and Pharmacology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands (M.K.); Endocrinology Section, Department of Internal Medicine, Clinical Center of Montenegro, Podgorica, Montenegro (E.M.); Faculty of Medicine, University of Montenegro, Podgorica, Montenegro (E.M.); Department of Endocrinology, Diabetes, and Metabolic Diseases, University Medical Center Ljubljana, Ljubljana, Slovenia (Š.V.); Medical Faculty Ljubljana, Ljubljana, Slovenia (Š.V.); Division of Endocrinology, Department of Internal Medicine, American University of Beirut Medical Center, Beirut, Lebanon (M.C.); Dalton Cardiovascular Research Center, University of Missouri, Columbia, Missouri (M.A.H.); Department of Medical Pharmacology and Physiology, School of Medicine, University of Missouri, Columbia, Missouri (M.A.H.); Department of Clinical Biochemistry, Royal Free Hospital Campus, University College London Medical School, University College London (UCL), London, United Kingdom (D.P.M.); Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates (D.P.M.); and Boston VA Healthcare System, Harvard Medical School, Boston, Massachusetts (C.S.M.)
| | - Christos S Mantzoros
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts (M.K., C.S.M.); Department of Clinical Pharmacy and Pharmacology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands (M.K.); Endocrinology Section, Department of Internal Medicine, Clinical Center of Montenegro, Podgorica, Montenegro (E.M.); Faculty of Medicine, University of Montenegro, Podgorica, Montenegro (E.M.); Department of Endocrinology, Diabetes, and Metabolic Diseases, University Medical Center Ljubljana, Ljubljana, Slovenia (Š.V.); Medical Faculty Ljubljana, Ljubljana, Slovenia (Š.V.); Division of Endocrinology, Department of Internal Medicine, American University of Beirut Medical Center, Beirut, Lebanon (M.C.); Dalton Cardiovascular Research Center, University of Missouri, Columbia, Missouri (M.A.H.); Department of Medical Pharmacology and Physiology, School of Medicine, University of Missouri, Columbia, Missouri (M.A.H.); Department of Clinical Biochemistry, Royal Free Hospital Campus, University College London Medical School, University College London (UCL), London, United Kingdom (D.P.M.); Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates (D.P.M.); and Boston VA Healthcare System, Harvard Medical School, Boston, Massachusetts (C.S.M.)
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Simon TG, Wilechansky RM, Stoyanova S, Grossman A, Dichtel LE, Lauer GM, Miller KK, Hoshida Y, Corey KE, Loomba R, Chung RT, Chan AT. Aspirin for Metabolic Dysfunction-Associated Steatotic Liver Disease Without Cirrhosis: A Randomized Clinical Trial. JAMA 2024; 331:920-929. [PMID: 38502074 PMCID: PMC10951738 DOI: 10.1001/jama.2024.1215] [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: 08/09/2023] [Accepted: 01/26/2024] [Indexed: 03/20/2024]
Abstract
Importance Aspirin may reduce severity of metabolic dysfunction-associated steatotic liver disease (MASLD) and lower the incidence of end-stage liver disease and hepatocellular carcinoma, in patients with MASLD. However, the effect of aspirin on MASLD is unknown. Objective To test whether low-dose aspirin reduces liver fat content, compared with placebo, in adults with MASLD. Design, Setting, and Participants This 6-month, phase 2, randomized, double-blind, placebo-controlled clinical trial was conducted at a single hospital in Boston, Massachusetts. Participants were aged 18 to 70 years with established MASLD without cirrhosis. Enrollment occurred between August 20, 2019, and July 19, 2022, with final follow-up on February 23, 2023. Interventions Participants were randomized (1:1) to receive either once-daily aspirin, 81 mg (n = 40) or identical placebo pills (n = 40) for 6 months. Main Outcomes and Measures The primary end point was mean absolute change in hepatic fat content, measured by proton magnetic resonance spectroscopy (MRS) at 6-month follow-up. The 4 key secondary outcomes included mean percentage change in hepatic fat content by MRS, the proportion achieving at least 30% reduction in hepatic fat, and the mean absolute and relative reductions in hepatic fat content, measured by magnetic resonance imaging proton density fat fraction (MRI-PDFF). Analyses adjusted for the baseline value of the corresponding outcome. Minimal clinically important differences for study outcomes were not prespecified. Results Among 80 randomized participants (mean age, 48 years; 44 [55%] women; mean hepatic fat content, 35% [indicating moderate steatosis]), 71 (89%) completed 6-month follow-up. The mean absolute change in hepatic fat content by MRS was -6.6% with aspirin vs 3.6% with placebo (difference, -10.2% [95% CI, -27.7% to -2.6%]; P = .009). Compared with placebo, aspirin treatment significantly reduced relative hepatic fat content (-8.8 vs 30.0 percentage points; mean difference, -38.8 percentage points [95% CI, -66.7 to -10.8]; P = .007), increased the proportion of patients with 30% or greater relative reduction in hepatic fat (42.5% vs 12.5%; mean difference, 30.0% [95% CI, 11.6% to 48.4%]; P = .006), reduced absolute hepatic fat content by MRI-PDFF (-2.7% vs 0.9%; mean difference, -3.7% [95% CI, -6.1% to -1.2%]; P = .004]), and reduced relative hepatic fat content by MRI-PDFF (-11.7 vs 15.7 percentage points; mean difference, -27.3 percentage points [95% CI, -45.2 to -9.4]; P = .003). Thirteen participants (32.5%) in each group experienced an adverse event, most commonly upper respiratory tract infections (10.0% in each group) or arthralgias (5.0% for aspirin vs 7.5% for placebo). One participant randomized to aspirin (2.5%) experienced drug-related heartburn. Conclusions and Relevance In this preliminary randomized clinical trial of patients with MASLD, 6 months of daily low-dose aspirin significantly reduced hepatic fat quantity compared with placebo. Further study in a larger sample size is necessary to confirm these findings. Trial Registration ClinicalTrials.gov Identifier: NCT04031729.
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Affiliation(s)
- Tracey G. Simon
- Clinical and Translational Epidemiology Unit (CTEU), Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, Massachusetts
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Robert M. Wilechansky
- Clinical and Translational Epidemiology Unit (CTEU), Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, Massachusetts
- Division of Gastroenterology and Hepatology, Department of Medicine, Massachusetts General Hospital, Boston
| | - Stefania Stoyanova
- Division of Gastroenterology and Hepatology, Department of Medicine, Massachusetts General Hospital, Boston
| | - Alessandra Grossman
- Division of Gastroenterology and Hepatology, Department of Medicine, Massachusetts General Hospital, Boston
| | - Laura E. Dichtel
- Harvard Medical School, Boston, Massachusetts
- Neuroendocrine Unit, Department of Medicine, Massachusetts General Hospital, Boston
| | - Georg M. Lauer
- Harvard Medical School, Boston, Massachusetts
- Division of Gastroenterology and Hepatology, Department of Medicine, Massachusetts General Hospital, Boston
| | - Karen K. Miller
- Harvard Medical School, Boston, Massachusetts
- Neuroendocrine Unit, Department of Medicine, Massachusetts General Hospital, Boston
| | - Yujin Hoshida
- Division of Digestive and Liver Diseases, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas
| | - Kathleen E. Corey
- Clinical and Translational Epidemiology Unit (CTEU), Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, Massachusetts
- Division of Gastroenterology and Hepatology, Department of Medicine, Massachusetts General Hospital, Boston
| | - Rohit Loomba
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California San Diego, La Jolla
| | - Raymond T. Chung
- Clinical and Translational Epidemiology Unit (CTEU), Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, Massachusetts
- Division of Gastroenterology and Hepatology, Department of Medicine, Massachusetts General Hospital, Boston
| | - Andrew T. Chan
- Clinical and Translational Epidemiology Unit (CTEU), Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, Massachusetts
- Division of Gastroenterology and Hepatology, Department of Medicine, Massachusetts General Hospital, Boston
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Lobig F, Graham J, Damania A, Sattin B, Reis J, Bharadwaj P. Enhancing patient outcomes: the role of clinical utility in guiding healthcare providers in curating radiology AI applications. Front Digit Health 2024; 6:1359383. [PMID: 38515551 PMCID: PMC10955074 DOI: 10.3389/fdgth.2024.1359383] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Accepted: 02/26/2024] [Indexed: 03/23/2024] Open
Abstract
With advancements in artificial intelligence (AI) dominating the headlines, diagnostic imaging radiology is no exception to the accelerating role that AI is playing in today's technology landscape. The number of AI-driven radiology diagnostic imaging applications (digital diagnostics) that are both commercially available and in-development is rapidly expanding as are the potential benefits these tools can deliver for patients and providers alike. Healthcare providers seeking to harness the potential benefits of digital diagnostics may consider evaluating these tools and their corresponding use cases in a systematic and structured manner to ensure optimal capital deployment, resource utilization, and, ultimately, patient outcomes-or clinical utility. We propose several guiding themes when using clinical utility to curate digital diagnostics.
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Affiliation(s)
- Franziska Lobig
- Digital & Commercial Innovation, Pharmaceuticals, MACS Radiology, Bayer AG, Berlin, Germany
| | - Jacob Graham
- Life Sciences, Guidehouse Inc, New York, NY, United States
| | | | - Brian Sattin
- Life Sciences, Guidehouse Inc, New York, NY, United States
| | - Joana Reis
- Digital & Commercial Innovation, Pharmaceuticals, MACS Radiology, Bayer AG, Berlin, Germany
| | - Prateek Bharadwaj
- Digital & Commercial Innovation, Pharmaceuticals, MACS Radiology, Bayer AG, Berlin, Germany
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Rui F, Yeo YH, Xu L, Zheng Q, Xu X, Ni W, Tan Y, Zeng QL, He Z, Tian X, Xue Q, Qiu Y, Zhu C, Ding W, Wang J, Huang R, Xu Y, Chen Y, Fan J, Fan Z, Qi X, Huang DQ, Xie Q, Shi J, Wu C, Li J. Development of a machine learning-based model to predict hepatic inflammation in chronic hepatitis B patients with concurrent hepatic steatosis: a cohort study. EClinicalMedicine 2024; 68:102419. [PMID: 38292041 PMCID: PMC10827491 DOI: 10.1016/j.eclinm.2023.102419] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Revised: 12/21/2023] [Accepted: 12/22/2023] [Indexed: 02/01/2024] Open
Abstract
BACKGROUND With increasingly prevalent coexistence of chronic hepatitis B (CHB) and hepatic steatosis (HS), simple, non-invasive diagnostic methods to accurately assess the severity of hepatic inflammation are needed. We aimed to build a machine learning (ML) based model to detect hepatic inflammation in patients with CHB and concurrent HS. METHODS We conducted a multicenter, retrospective cohort study in China. Treatment-naive CHB patients with biopsy-proven HS between April 2004 and September 2022 were included. The optimal features for model development were selected by SHapley Additive explanations, and an ML algorithm with the best accuracy to diagnose moderate to severe hepatic inflammation (Scheuer's system ≥ G3) was determined and assessed by decision curve analysis (DCA) and calibration curve. This study is registered with ClinicalTrials.gov (NCT05766449). FINDINGS From a pool of 1,787 treatment-naive patients with CHB and HS across eleven hospitals, 689 patients from nine of these hospitals were chosen for the development of the diagnostic model. The remaining two hospitals contributed to two independent external validation cohorts, comprising 509 patients in validation cohort 1 and 589 in validation cohort 2. Eleven features regarding inflammation, hepatic and metabolic functions were identified. The gradient boosting classifier (GBC) model showed the best performance in predicting moderate to severe hepatic inflammation, with an area under the receiver operating characteristic curve (AUROC) of 0.86 (95% CI 0.83-0.88) in the training cohort, and 0.89 (95% CI 0.86-0.92), 0.76 (95% CI 0.73-0.80) in the first and second external validation cohorts, respectively. A publicly accessible web tool was generated for the model. INTERPRETATION Using simple parameters, the GBC model predicted hepatic inflammation in CHB patients with concurrent HS. It holds promise for guiding clinical management and improving patient outcomes. FUNDING This research was supported by the National Natural Science Foundation of China (No. 82170609, 81970545), Natural Science Foundation of Shandong Province (Major Project) (No. ZR2020KH006), Natural Science Foundation of Jiangsu Province (No.BK20231118), Tianjin Key Medical Discipline (Specialty), Construction Project, TJYXZDXK-059B, Tianjin Health Science and Technology Project key discipline special, TJWJ2022XK034, and Research project of Chinese traditional medicine and Chinese traditional medicine combined with Western medicine of Tianjin municipal health and Family Planning Commission (2021022).
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Affiliation(s)
- Fajuan Rui
- Department of Infectious Diseases, Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
- Department of Infectious Disease, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
- Institute of Viruses and Infectious Diseases, Nanjing University, Nanjing, Jiangsu, China
| | - Yee Hui Yeo
- Karsh Division of Gastroenterology and Hepatology, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Liang Xu
- Clinical School of the Second People's Hospital, Tianjin Medical University, Tianjin, China
- Department of Hepatology, Tianjin Second People's Hospital, Tianjin, China
- Tianjin Research Institute of Liver Diseases, Tianjin, China
| | - Qi Zheng
- Department of Hepatology, Hepatology Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, Fujian, China
| | - Xiaoming Xu
- Department of Infectious Diseases, Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
- Department of Infectious Disease, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
- Institute of Viruses and Infectious Diseases, Nanjing University, Nanjing, Jiangsu, China
| | - Wenjing Ni
- Department of Infectious Diseases, Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
- Department of Infectious Disease, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
- Institute of Viruses and Infectious Diseases, Nanjing University, Nanjing, Jiangsu, China
| | - Youwen Tan
- Department of Hepatology, The Third Hospital of Zhenjiang Affiliated Jiangsu University, Zhenjiang, Jiangsu, China
| | - Qing-Lei Zeng
- Department of Infectious Diseases and Hepatology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Zebao He
- Department of Infectious Diseases, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Taizhou, Zhejiang, China
| | - Xiaorong Tian
- School of Computer Science, China University of Geosciences, Wuhan, Hubei, China
- Hubei Key Laboratory of Intelligent Geo-Information Processing, China University of Geosciences, Wuhan, Hubei, China
| | - Qi Xue
- Department of Infectious Disease, Shandong Provincial Hospital Affiliated to Shandong Frist Medical University, Ji'nan, Shandong, China
| | - Yuanwang Qiu
- Department of Infectious Diseases, The Fifth People's Hospital of Wuxi, Wuxi, Jiangsu, China
| | - Chuanwu Zhu
- Department of Infectious Diseases, The Affiliated Infectious Diseases Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Weimao Ding
- Department of Hepatology, Huai'an No.4 People's Hospital, Huai'an, Jiangsu, China
| | - Jian Wang
- Department of Infectious Disease, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
- Institute of Viruses and Infectious Diseases, Nanjing University, Nanjing, Jiangsu, China
| | - Rui Huang
- Department of Infectious Disease, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
- Institute of Viruses and Infectious Diseases, Nanjing University, Nanjing, Jiangsu, China
| | - Yayun Xu
- Department of Infectious Disease, Shandong Provincial Hospital, Shandong University, Ji'nan, Shandong, China
| | - Yunliang Chen
- School of Computer Science, China University of Geosciences, Wuhan, Hubei, China
- Hubei Key Laboratory of Intelligent Geo-Information Processing, China University of Geosciences, Wuhan, Hubei, China
| | - Junqing Fan
- School of Computer Science, China University of Geosciences, Wuhan, Hubei, China
- Hubei Key Laboratory of Intelligent Geo-Information Processing, China University of Geosciences, Wuhan, Hubei, China
| | - Zhiwen Fan
- Department of Pathology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
| | - Xiaolong Qi
- Center of Portal Hypertension, Department of Radiology, Zhongda Hospital, Medical of School, Southeast University, Nanjing, Jiangsu, China
| | - Daniel Q. Huang
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Division of Gastroenterology and Hepatology, Department of Medicine, National University Health System, Singapore
| | - Qing Xie
- Department of Infectious Diseases, Ruijin Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, China
| | - Junping Shi
- Department of Infectious & Hepatology Diseases, The Affiliated Hospital of Hangzhou Normal University, Hangzhou, Zhejiang, China
| | - Chao Wu
- Department of Infectious Diseases, Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
- Department of Infectious Disease, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
- Institute of Viruses and Infectious Diseases, Nanjing University, Nanjing, Jiangsu, China
| | - Jie Li
- Department of Infectious Diseases, Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
- Department of Infectious Disease, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
- Institute of Viruses and Infectious Diseases, Nanjing University, Nanjing, Jiangsu, China
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Thanaj M, Basty N, Cule M, Sorokin EP, Whitcher B, Bell JD, Thomas EL. Liver shape analysis using statistical parametric maps at population scale. BMC Med Imaging 2024; 24:15. [PMID: 38195400 PMCID: PMC10775563 DOI: 10.1186/s12880-023-01149-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Accepted: 10/31/2023] [Indexed: 01/11/2024] Open
Abstract
BACKGROUND Morphometric image analysis enables the quantification of differences in the shape and size of organs between individuals. METHODS Here we have applied morphometric methods to the study of the liver by constructing surface meshes from liver segmentations from abdominal MRI images in 33,434 participants in the UK Biobank. Based on these three dimensional mesh vertices, we evaluated local shape variations and modelled their association with anthropometric, phenotypic and clinical conditions, including liver disease and type-2 diabetes. RESULTS We found that age, body mass index, hepatic fat and iron content, as well as, health traits were significantly associated with regional liver shape and size. Interaction models in groups with specific clinical conditions showed that the presence of type-2 diabetes accelerates age-related changes in the liver, while presence of liver fat further increased shape variations in both type-2 diabetes and liver disease. CONCLUSIONS The results suggest that this novel approach may greatly benefit studies aiming at better categorisation of pathologies associated with acute and chronic clinical conditions.
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Affiliation(s)
- Marjola Thanaj
- Research Centre for Optimal Health, School of Life Sciences, University of Westminster, London, UK.
| | - Nicolas Basty
- Research Centre for Optimal Health, School of Life Sciences, University of Westminster, London, UK
| | | | | | - Brandon Whitcher
- Research Centre for Optimal Health, School of Life Sciences, University of Westminster, London, UK
| | - Jimmy D Bell
- Research Centre for Optimal Health, School of Life Sciences, University of Westminster, London, UK
| | - E Louise Thomas
- Research Centre for Optimal Health, School of Life Sciences, University of Westminster, London, UK
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Marti-Aguado D, Arnouk J, Liang JX, Lara-Romero C, Behari J, Furlan A, Jimenez-Pastor A, Ten-Esteve A, Alfaro-Cervello C, Bauza M, Gallen-Peris A, Gimeno-Torres M, Merino-Murgui V, Perez-Girbes A, Benlloch S, Pérez-Rojas J, Puglia V, Ferrández-Izquierdo A, Aguilera V, Giesteira B, França M, Monton C, Escudero-García D, Alberich-Bayarri Á, Serra MA, Bataller R, Romero-Gomez M, Marti-Bonmati L. Development and validation of an image biomarker to identify metabolic dysfunction associated steatohepatitis: MR-MASH score. Liver Int 2024; 44:202-213. [PMID: 37904633 DOI: 10.1111/liv.15766] [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: 07/07/2023] [Revised: 09/11/2023] [Accepted: 10/08/2023] [Indexed: 11/01/2023]
Abstract
BACKGROUND AND AIMS Diagnosis of metabolic dysfunction-associated steatohepatitis (MASH) requires histology. In this study, a magnetic resonance imaging (MRI) score was developed and validated to identify MASH in patients with metabolic dysfunction-associated steatotic liver disease (MASLD). Secondarily, a screening strategy for MASH diagnosis was investigated. METHODS This prospective multicentre study included 317 patients with biopsy-proven MASLD and contemporaneous MRI. The discovery cohort (Spain, Portugal) included 194 patients. NAFLD activity score (NAS) and fibrosis were assessed with the NASH-CRN histologic system. MASH was defined by the presence of steatosis, lobular inflammation, and ballooning, with NAS ≥4 with or without fibrosis. An MRI-based composite biomarker of Proton Density Fat Fraction and waist circumference (MR-MASH score) was developed. Findings were afterwards validated in an independent cohort (United States, Spain) with different MRI protocols. RESULTS In the derivation cohort, 51% (n = 99) had MASH. The MR-MASH score identified MASH with an AUC = .88 (95% CI .83-.93) and strongly correlated with NAS (r = .69). The MRI score lower cut-off corresponded to 88% sensitivity with 86% NPV, while the upper cut-off corresponded to 92% specificity with 87% PPV. MR-MASH was validated with an AUC = .86 (95% CI .77-.92), 91% sensitivity (lower cut-off) and 87% specificity (upper cut-off). A two-step screening strategy with sequential MR-MASH examination performed in patients with indeterminate-high FIB-4 or transient elastography showed an 83-84% PPV to identify MASH. The AUC of MR-MASH was significantly higher than that of the FAST score (p < .001). CONCLUSIONS The MR-MASH score has clinical utility in the identification and management of patients with MASH at risk of progression.
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Affiliation(s)
- David Marti-Aguado
- Digestive Disease Department, Clinic University Hospital, INCLIVA Health Research Institute, Valencia, Spain
- Biomedical Imaging Research Group (GIBI230), La Fe Health Research Institute, and Imaging La Fe node at Distributed Network for Biomedical Imaging (ReDIB) Unique Scientific and Technical Infrastructures (ICTS), Valencia, Spain
| | - Joud Arnouk
- Division of Gastroenterology, Hepatology and Nutrition, Center for Liver Diseases, Pittsburgh Liver Research Center, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
| | - Jia-Xu Liang
- Digestive Diseases Department, CIBERehd, Virgen del Rocio University Hospital, Seville, Spain
- Institute of Biomedicine of Seville (HUVR/CSIC/US), Department of Medicine, University of Seville, Seville, Spain
| | - Carmen Lara-Romero
- Digestive Diseases Department, CIBERehd, Virgen del Rocio University Hospital, Seville, Spain
- Institute of Biomedicine of Seville (HUVR/CSIC/US), Department of Medicine, University of Seville, Seville, Spain
| | - Jaideep Behari
- Division of Gastroenterology, Hepatology and Nutrition, Center for Liver Diseases, Pittsburgh Liver Research Center, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
| | - Alessandro Furlan
- Division of Abdominal Imaging, Department of Radiology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Ana Jimenez-Pastor
- Biomedical Imaging Research Group (GIBI230), La Fe Health Research Institute, and Imaging La Fe node at Distributed Network for Biomedical Imaging (ReDIB) Unique Scientific and Technical Infrastructures (ICTS), Valencia, Spain
- Quantitative Imaging Biomarkers in Medicine, QUIBIM SL, Valencia, Spain
| | - Amadeo Ten-Esteve
- Biomedical Imaging Research Group (GIBI230), La Fe Health Research Institute, and Imaging La Fe node at Distributed Network for Biomedical Imaging (ReDIB) Unique Scientific and Technical Infrastructures (ICTS), Valencia, Spain
| | - Clara Alfaro-Cervello
- Pathology Department, Clinic University Hospital, INCLIVA Health Research Institute, Valencia, Spain
- Faculty of Medicine, University of Valencia, Valencia, Spain
| | - Mónica Bauza
- Pathology Department, La Fe University and Polytechnic Hospital, Valencia, Spain
| | - Ana Gallen-Peris
- Digestive Disease Department, Hospital Arnau de Vilanova, Valencia, Spain
| | - Marta Gimeno-Torres
- Digestive Disease Department, La Fe University and Polytechnic Hospital, Valencia, Spain
| | - Víctor Merino-Murgui
- Digestive Disease Department, Clinic University Hospital, INCLIVA Health Research Institute, Valencia, Spain
| | - Alexandre Perez-Girbes
- Biomedical Imaging Research Group (GIBI230), La Fe Health Research Institute, and Imaging La Fe node at Distributed Network for Biomedical Imaging (ReDIB) Unique Scientific and Technical Infrastructures (ICTS), Valencia, Spain
- Radiology Department, La Fe University and Polytechnic Hospital, Valencia, Spain
| | - Salvador Benlloch
- Digestive Disease Department, Hospital Arnau de Vilanova, Valencia, Spain
- CIBERehd, Centro de Investigación Biomédica en Red en Enfermedades Hepáticas y Digestivas, Instituto de Salud Carlos III, Madrid, Spain
| | - Judith Pérez-Rojas
- Pathology Department, La Fe University and Polytechnic Hospital, Valencia, Spain
| | - Víctor Puglia
- Pathology Department, Hospital Arnau de Vilanova, Valencia, Spain
| | - Antonio Ferrández-Izquierdo
- Pathology Department, Clinic University Hospital, INCLIVA Health Research Institute, Valencia, Spain
- Faculty of Medicine, University of Valencia, Valencia, Spain
| | - Victoria Aguilera
- CIBERehd, Centro de Investigación Biomédica en Red en Enfermedades Hepáticas y Digestivas, Instituto de Salud Carlos III, Madrid, Spain
- Hepatology and Liver Transplantation Unit, La Fe University and Polytechnic Hospital, Valencia, Spain
| | - Bruno Giesteira
- Radiology Department, Centro Hospitalar Universitário do Porto, Instituto de Ciências Biomédicas de Abel Salazar, University of Porto, Porto, Portugal
| | - Manuela França
- Radiology Department, Centro Hospitalar Universitário do Porto, Instituto de Ciências Biomédicas de Abel Salazar, University of Porto, Porto, Portugal
| | - Cristina Monton
- Digestive Disease Department, Clinic University Hospital, INCLIVA Health Research Institute, Valencia, Spain
| | - Desamparados Escudero-García
- Digestive Disease Department, Clinic University Hospital, INCLIVA Health Research Institute, Valencia, Spain
- Faculty of Medicine, University of Valencia, Valencia, Spain
| | - Ángel Alberich-Bayarri
- Biomedical Imaging Research Group (GIBI230), La Fe Health Research Institute, and Imaging La Fe node at Distributed Network for Biomedical Imaging (ReDIB) Unique Scientific and Technical Infrastructures (ICTS), Valencia, Spain
- Quantitative Imaging Biomarkers in Medicine, QUIBIM SL, Valencia, Spain
| | - Miguel A Serra
- Digestive Disease Department, Clinic University Hospital, INCLIVA Health Research Institute, Valencia, Spain
- Faculty of Medicine, University of Valencia, Valencia, Spain
| | - Ramon Bataller
- Division of Gastroenterology, Hepatology and Nutrition, Center for Liver Diseases, Pittsburgh Liver Research Center, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
| | - Manuel Romero-Gomez
- Digestive Diseases Department, CIBERehd, Virgen del Rocio University Hospital, Seville, Spain
- Institute of Biomedicine of Seville (HUVR/CSIC/US), Department of Medicine, University of Seville, Seville, Spain
- University of Seville, Seville, Spain
| | - Luis Marti-Bonmati
- Biomedical Imaging Research Group (GIBI230), La Fe Health Research Institute, and Imaging La Fe node at Distributed Network for Biomedical Imaging (ReDIB) Unique Scientific and Technical Infrastructures (ICTS), Valencia, Spain
- Radiology Department, La Fe University and Polytechnic Hospital, Valencia, Spain
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Kadi D, Loomba R, Bashir MR. Diagnosis and Monitoring of Nonalcoholic Steatohepatitis: Current State and Future Directions. Radiology 2024; 310:e222695. [PMID: 38226882 DOI: 10.1148/radiol.222695] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2024]
Abstract
Nonalcoholic fatty liver disease (NAFLD) is a common liver disease, with a worldwide prevalence of 25%. NAFLD is a spectrum that includes nonalcoholic fatty liver defined histologically by isolated hepatocytes steatosis without inflammation and nonalcoholic steatohepatitis (NASH) is the inflammatory subtype of NAFLD and is associated with disease progression, development of cirrhosis, and increased rates of liver-specific and overall mortality. The differentiation between NAFLD and NASH as well as staging NASH are important yet challenging clinical problems. Liver biopsy is currently the standard for disease diagnosis and fibrosis staging. However, this procedure is invasive, costly, and cannot be used for longitudinal monitoring. Therefore, several noninvasive quantitative imaging biomarkers have been proposed that can estimate the severity of hepatic steatosis and fibrosis. Despite this, noninvasive diagnosis of NASH and accurate risk stratification remain unmet needs. In this work, the most relevant available imaging biomarkers are reviewed and their application in patients with NAFLD are discussed.
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Affiliation(s)
- Diana Kadi
- From the Department of Radiology (D.K., M.R.B.), Center for Advanced Magnetic Resonance Development (M.R.B.), Department of Pathology (M.R.B.), and Division of Hepatology (M.R.B.), Duke University Medical Center, Durham, NC 27705; and Division of Gastroenterology, Department of Medicine, NAFLD Research Center, University of California at San Diego, La Jolla, Calif (R.L.)
| | - Rohit Loomba
- From the Department of Radiology (D.K., M.R.B.), Center for Advanced Magnetic Resonance Development (M.R.B.), Department of Pathology (M.R.B.), and Division of Hepatology (M.R.B.), Duke University Medical Center, Durham, NC 27705; and Division of Gastroenterology, Department of Medicine, NAFLD Research Center, University of California at San Diego, La Jolla, Calif (R.L.)
| | - Mustafa R Bashir
- From the Department of Radiology (D.K., M.R.B.), Center for Advanced Magnetic Resonance Development (M.R.B.), Department of Pathology (M.R.B.), and Division of Hepatology (M.R.B.), Duke University Medical Center, Durham, NC 27705; and Division of Gastroenterology, Department of Medicine, NAFLD Research Center, University of California at San Diego, La Jolla, Calif (R.L.)
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Noureddin M, Khan S, Portell F, Jorkasky D, Dennis J, Khan O, Johansson L, Johansson E, Sanyal AJ. Safety and efficacy of once-daily HU6 versus placebo in people with non-alcoholic fatty liver disease and high BMI: a randomised, double-blind, placebo-controlled, phase 2a trial. Lancet Gastroenterol Hepatol 2023; 8:1094-1105. [PMID: 37806314 DOI: 10.1016/s2468-1253(23)00198-x] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Revised: 06/26/2023] [Accepted: 06/27/2023] [Indexed: 10/10/2023]
Abstract
BACKGROUND HU6 is a controlled metabolic accelerator that is metabolised in the liver to the mitochondrial uncoupler 2,4-dinitrophenol and increases substrate utilisation so that fat and other carbon sources are oxidised in the body rather than accumulated. We aimed to assess the safety and efficacy of HU6 compared with placebo in people with non-alcoholic fatty liver disease (NAFLD) and high BMI. METHODS This randomised, double-blind, placebo-controlled, phase 2a trial was done at a single community site in the USA. Adults (aged 28-65 years) with a BMI of 28-45 kg/m2, a FibroScan controlled attenuation parameter score of more than 270 decibels per metre, and at least 8% liver fat by MRI-proton density fat fraction (MRI-PDFF) were randomly assigned (1:1:1:1) to receive, under fasting conditions, either once-daily HU6 100 mg, HU6 300 mg, HU6 450 mg, or matching placebo by oral administration for 61 days. Randomisation was blocked (groups of four) and stratified by baseline glycated haemoglobin (<5·7% vs ≥5·7%; 39 mmol/mol). All participants and study personnel involved with outcome assessments were masked to treatment assignment. The primary endpoint was the relative change in liver fat content from baseline to day 61, as assessed by MRI-PDFF, and was analysed in the full analysis set (FAS), which comprised all participants who were randomly assigned, received at least one dose of treatment, and had less than 4·5 kg of weight gain or weight loss from the time of screening to day 1 of treatment. The safety population included all participants who were randomly assigned and received at least one dose of study drug. This study was registered at ClinicalTrials.gov, NCT04874233, and is complete. FINDINGS Between April 28, 2021, and Nov 29, 2021, 506 participants were assessed for eligibility and 80 adults (39 [49%] women and 41 [51%] men) were enrolled and randomly assigned to placebo (n=20), HU6 150 mg (n=20), HU6 300 mg (n=21), or HU6 450 mg (n=19). One participant in the HU6 450 mg group was excluded from the FAS due to weight gain. Relative mean change in liver fat content from baseline to day 61 was -26·8% (SD 17·4) for the HU6 150 mg group, -35·6% (13·8) for the HU6 300 mg group, -33·0% (18·4) for the HU6 450 mg group, and 5·4% (19·8) for the placebo group. Three people treated with HU6 (two treated with 150 mg and one treated with 300 mg) and two people treated with placebo discontinued treatment due to treatment-emergent adverse events (TEAEs). No serious TEAEs were reported. In those treated with HU6, flushing (19 [32%] participants), diarrhoea (15 [25%] participants), and palpitations (seven [12%] participants) were the most frequently reported TEAEs (in the placebo group, two [10%] participants had flushing, none had diarrhoea, and one [5%] had palpitations). There were no deaths. INTERPRETATION HU6 could be a promising pharmacological agent for treating patients with obesity and NAFLD and its metabolic complications. FUNDING Rivus Pharmaceuticals.
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Affiliation(s)
- Mazen Noureddin
- Houston Research Institute, Houston Methodist Hospital, Houston, TX, USA.
| | | | | | | | | | - Omer Khan
- Rivus Pharmaceuticals, Charlottesville, VA, USA
| | | | | | - Arun J Sanyal
- Stravitz-Sanyal Institute of Liver Disease and Metabolic Health, Department of Internal Medicine, VCU School of Medicine, Richmond, VA, USA
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Dichtel LE, Corey KE, Haines MS, Chicote ML, Lee H, Kimball A, Colling C, Simon TG, Long MT, Husseini J, Bredella MA, Miller KK. Growth Hormone Administration Improves Nonalcoholic Fatty Liver Disease in Overweight/Obesity: A Randomized Trial. J Clin Endocrinol Metab 2023; 108:e1542-e1550. [PMID: 37379033 PMCID: PMC10655511 DOI: 10.1210/clinem/dgad375] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 06/05/2023] [Accepted: 06/20/2023] [Indexed: 06/29/2023]
Abstract
CONTEXT Overweight and obesity are associated with relative growth hormone (GH) deficiency, which has been implicated in the development of nonalcoholic fatty liver disease (NAFLD). NAFLD is a progressive disease without effective treatments. OBJECTIVE We hypothesized that GH administration would reduce hepatic steatosis in individuals with overweight/obesity and NAFLD. METHODS In this 6-month randomized, double-blind, placebo-controlled trial of low-dose GH administration, 53 adults aged 18 to 65 years with BMI ≥25 kg/m2 and NAFLD without diabetes were randomized to daily subcutaneous GH or placebo, targeting insulin-like growth factor 1 (IGF-1) to the upper normal quartile. The primary endpoint was intrahepatic lipid content (IHL) by proton magnetic resonance spectroscopy (1H-MRS) assessed before treatment and at 6 months. RESULTS Subjects were randomly assigned to a treatment group (27 GH; 26 placebo), with 41 completers (20 GH and 21 placebo) at 6 months. Reduction in absolute % IHL by 1H-MRS was significantly greater in the GH vs placebo group (mean ± SD: -5.2 ± 10.5% vs 3.8 ± 6.9%; P = .009), resulting in a net mean treatment effect of -8.9% (95% CI, -14.5 to -3.3%). All side effects were similar between groups, except for non-clinically significant lower extremity edema, which was more frequent in the GH vs placebo group (21% vs 0%, P = .02). There were no study discontinuations due to worsening of glycemic status, and there were no significant differences in change in glycemic measures or insulin resistance between the GH and placebo groups. CONCLUSION GH administration reduces hepatic steatosis in adults with overweight/obesity and NAFLD without worsening glycemic measures. The GH/IGF-1 axis may lead to future therapeutic targets for NAFLD.
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Affiliation(s)
- Laura E Dichtel
- Neuroendocrine Unit, Department of Medicine, Massachusetts General Hospital/Harvard Medical School, Boston, MA 02114, USA
| | - Kathleen E Corey
- Division of Gastroenterology, Department of Medicine, Massachusetts General Hospital/Harvard Medical School, Boston, MA 02114, USA
| | - Melanie S Haines
- Neuroendocrine Unit, Department of Medicine, Massachusetts General Hospital/Harvard Medical School, Boston, MA 02114, USA
| | - Mark L Chicote
- Neuroendocrine Unit, Department of Medicine, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Hang Lee
- Biostatistics Center, Massachusetts General Hospital/Harvard Medical School, Boston, MA 02114, USA
| | - Allison Kimball
- Neuroendocrine Unit, Department of Medicine, Massachusetts General Hospital/Harvard Medical School, Boston, MA 02114, USA
| | - Caitlin Colling
- Neuroendocrine Unit, Department of Medicine, Massachusetts General Hospital/Harvard Medical School, Boston, MA 02114, USA
| | - Tracey G Simon
- Division of Gastroenterology, Department of Medicine, Massachusetts General Hospital/Harvard Medical School, Boston, MA 02114, USA
| | - Michelle T Long
- Section of Gastroenterology, Boston Medical Center, Boston University School of Medicine, Boston, MA 02118, USA
| | - Jad Husseini
- Department of Radiology, Massachusetts General Hospital/Harvard Medical School, Boston, MA 02114, USA
| | - Miriam A Bredella
- Department of Radiology, Massachusetts General Hospital/Harvard Medical School, Boston, MA 02114, USA
| | - Karen K Miller
- Neuroendocrine Unit, Department of Medicine, Massachusetts General Hospital/Harvard Medical School, Boston, MA 02114, USA
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Xia T, Du M, Li H, Wang Y, Zha J, Wu T, Ju S. Association between Liver MRI Proton Density Fat Fraction and Liver Disease Risk. Radiology 2023; 309:e231007. [PMID: 37874242 DOI: 10.1148/radiol.231007] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2023]
Abstract
Background A better understanding of the association between liver MRI proton density fat fraction (PDFF) and liver diseases might support the clinical implementation of MRI PDFF. Purpose To quantify the genetically predicted causal effect of liver MRI PDFF on liver disease risk. Materials and Methods This population-based prospective observational study used summary-level data mainly from the UK Biobank and FinnGen. Mendelian randomization analysis was conducted using the inverse variance-weighted method to explore the causal association between genetically predicted liver MRI PDFF and liver disease risk with Bonferroni correction. The individual-level data were downloaded between August and December 2020 from the UK Biobank. Logistic regression analysis was performed to validate the association between liver MRI PDFF polygenic risk score and liver disease risk. Mediation analyses were performed using multivariable mendelian randomization. Results Summary-level and individual-level data were obtained from 32 858 participants and 378 436 participants (mean age, 57 years ± 8 [SD]; 203 108 female participants), respectively. Genetically predicted high liver MRI PDFF was associated with increased risks of malignant liver neoplasm (odds ratio [OR], 4.5; P < .001), alcoholic liver disease (OR, 1.9; P < .001), fibrosis and cirrhosis of the liver (OR, 3.0; P < .004), fibrosis of the liver (OR, 3.6; P = .002), cirrhosis of the liver (OR, 3.8; P < .001), nonalcoholic steatohepatitis (OR, 7.7; P < .001), and nonalcoholic fatty liver disease (NAFLD) (OR, 4.4; P < .001). Individual-level evidence supported these associations after grouping participants based on liver MRI PDFF polygenic risk score (all P < .004). The mediation analysis indicated that genetically predicted high-density lipoprotein cholesterol, type 2 diabetes mellitus, and waist-to-hip ratio (mediation effects, 25.1%-46.3%) were related to the occurrence of fibrosis and cirrhosis of the liver, cirrhosis of the liver, and NAFLD at liver MRI PDFF (all P < .05). Conclusion This study provided evidence of the association between genetically predicted liver MRI PDFF and liver health. © RSNA, 2023 Supplemental material is available for this article. See also the editorials by Reeder and Starekova and Monsell in this issue.
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Affiliation(s)
- Tianyi Xia
- From the Jiangsu Key Laboratory of Molecular and Functional Imaging, Department of Radiology, Zhongda Hospital, School of Medicine, Southeast University, 87 Ding Jia Qiao Road, Nanjing 210009, China (T.X., Y.W., J.Z., T.W., S.J.); and Department of Biostatistics, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, China (M.D., H.L.)
| | - Mulong Du
- From the Jiangsu Key Laboratory of Molecular and Functional Imaging, Department of Radiology, Zhongda Hospital, School of Medicine, Southeast University, 87 Ding Jia Qiao Road, Nanjing 210009, China (T.X., Y.W., J.Z., T.W., S.J.); and Department of Biostatistics, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, China (M.D., H.L.)
| | - Huiqin Li
- From the Jiangsu Key Laboratory of Molecular and Functional Imaging, Department of Radiology, Zhongda Hospital, School of Medicine, Southeast University, 87 Ding Jia Qiao Road, Nanjing 210009, China (T.X., Y.W., J.Z., T.W., S.J.); and Department of Biostatistics, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, China (M.D., H.L.)
| | - Yuancheng Wang
- From the Jiangsu Key Laboratory of Molecular and Functional Imaging, Department of Radiology, Zhongda Hospital, School of Medicine, Southeast University, 87 Ding Jia Qiao Road, Nanjing 210009, China (T.X., Y.W., J.Z., T.W., S.J.); and Department of Biostatistics, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, China (M.D., H.L.)
| | - Junhao Zha
- From the Jiangsu Key Laboratory of Molecular and Functional Imaging, Department of Radiology, Zhongda Hospital, School of Medicine, Southeast University, 87 Ding Jia Qiao Road, Nanjing 210009, China (T.X., Y.W., J.Z., T.W., S.J.); and Department of Biostatistics, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, China (M.D., H.L.)
| | - Tong Wu
- From the Jiangsu Key Laboratory of Molecular and Functional Imaging, Department of Radiology, Zhongda Hospital, School of Medicine, Southeast University, 87 Ding Jia Qiao Road, Nanjing 210009, China (T.X., Y.W., J.Z., T.W., S.J.); and Department of Biostatistics, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, China (M.D., H.L.)
| | - Shenghong Ju
- From the Jiangsu Key Laboratory of Molecular and Functional Imaging, Department of Radiology, Zhongda Hospital, School of Medicine, Southeast University, 87 Ding Jia Qiao Road, Nanjing 210009, China (T.X., Y.W., J.Z., T.W., S.J.); and Department of Biostatistics, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, China (M.D., H.L.)
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Li J, Lu X, Zhu Z, Kalutkiewicz KJ, Mounajjed T, Therneau TM, Venkatesh SK, Sui Y, Glaser KJ, Hoodeshenas S, Manduca A, Shah VH, Ehman RL, Allen AM, Yin M. Head-to-head comparison of magnetic resonance elastography-based liver stiffness, fat fraction, and T1 relaxation time in identifying at-risk NASH. Hepatology 2023; 78:1200-1208. [PMID: 37080558 PMCID: PMC10521779 DOI: 10.1097/hep.0000000000000417] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 03/14/2023] [Accepted: 03/24/2023] [Indexed: 04/22/2023]
Abstract
BACKGROUND AND AIMS The presence of at-risk NASH is associated with an increased risk of cirrhosis and complications. Therefore, noninvasive identification of at-risk NASH with an accurate biomarker is a critical need for pharmacologic therapy. We aim to explore the performance of several magnetic resonance (MR)-based imaging parameters in diagnosing at-risk NASH. APPROACH AND RESULTS This prospective clinical trial (NCT02565446) includes 104 paired MR examinations and liver biopsies performed in patients with suspected or diagnosed NAFLD. Magnetic resonance elastography-assessed liver stiffness (LS), 6-point Dixon-derived proton density fat fraction (PDFF), and single-point saturation-recovery acquisition-calculated T1 relaxation time were explored. Among all predictors, LS showed the significantly highest accuracy in diagnosing at-risk NASH [AUC LS : 0.89 (0.82, 0.95), AUC PDFF : 0.70 (0.58, 0.81), AUC T1 : 0.72 (0.61, 0.82), z -score test z >1.96 for LS vs any of others]. The optimal cutoff value of LS to identify at-risk NASH patients was 3.3 kPa (sensitivity: 79%, specificity: 82%, negative predictive value: 91%), whereas the optimal cutoff value of T1 was 850 ms (sensitivity: 75%, specificity: 63%, and negative predictive value: 87%). PDFF had the highest performance in diagnosing NASH with any fibrosis stage [AUC PDFF : 0.82 (0.72, 0.91), AUC LS : 0.73 (0.63, 0.84), AUC T1 : 0.72 (0.61, 0.83), |z| <1.96 for all]. CONCLUSION Magnetic resonance elastography-assessed LS alone outperformed PDFF, and T1 in identifying patients with at-risk NASH for therapeutic trials.
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Affiliation(s)
- Jiahui Li
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | - Xin Lu
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Zheng Zhu
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | | | - Taofic Mounajjed
- Division of Anatomic Pathology, Mayo Clinic, Rochester, Minnesota, USA
| | - Terry M. Therneau
- Department of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota, USA
| | | | - Yi Sui
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | - Kevin J. Glaser
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | | | - Armando Manduca
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | - Vijay H. Shah
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA
| | | | - Alina M. Allen
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA
| | - Meng Yin
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
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Tilg H, Byrne CD, Targher G. NASH drug treatment development: challenges and lessons. Lancet Gastroenterol Hepatol 2023; 8:943-954. [PMID: 37597527 DOI: 10.1016/s2468-1253(23)00159-0] [Citation(s) in RCA: 36] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Revised: 05/19/2023] [Accepted: 05/19/2023] [Indexed: 08/21/2023]
Abstract
Non-alcoholic fatty liver disease (NAFLD) has become the most common chronic liver disease worldwide. Although NAFLD is tightly linked to obesity and type 2 diabetes, this liver disease also affects individuals who do not have obesity. NAFLD increases the risk of developing cardiovascular disease, chronic kidney disease, and certain extrahepatic cancers. There is currently no licensed pharmacotherapy for NAFLD, despite numerous clinical trials in the past two decades. Currently, the reason so few drugs have been successful in the treatment of NAFLD in a trial setting is not fully understood. As cardiovascular disease is the predominant cause of mortality in people with NAFLD, future pharmacotherapies for NAFLD must consider associated cardiometabolic risk factors. The successful use of glucose-lowering drugs in the treatment of type 2 diabetes in patients with NAFLD indicates that this strategy is important, and worth developing further. Greater public awareness of NAFLD is needed because collaboration between all stakeholders is vital to enable a holistic approach to successful treatment.
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Affiliation(s)
- Herbert Tilg
- Department of Internal Medicine I, Gastroenterology, Hepatology, Endocrinology & Metabolism, Medical University Innsbruck, Innsbruck, Austria.
| | - Christopher D Byrne
- National Institute for Health and Care Research, Southampton Biomedical Research Centre, University Hospital Southampton and University of Southampton, Southampton, UK
| | - Giovanni Targher
- Endocrinology, Diabetes, and Metabolism, Department of Medicine, University of Verona, Verona, Italy; IRCCS Ospedale Sacro Cuore Don Calabria, Negrar di Valpolicella, Italy
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Xu Q, Feng M, Ren Y, Liu X, Gao H, Li Z, Su X, Wang Q, Wang Y. From NAFLD to HCC: Advances in noninvasive diagnosis. Biomed Pharmacother 2023; 165:115028. [PMID: 37331252 DOI: 10.1016/j.biopha.2023.115028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2023] [Revised: 06/10/2023] [Accepted: 06/14/2023] [Indexed: 06/20/2023] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) has gradually become one of the major liver health problems in the world. The dynamic course of the disease goes through steatosis, inflammation, fibrosis, and carcinoma. Before progressing to carcinoma, timely and effective intervention will make the condition better, which highlights the importance of early diagnosis. With the further study of the biological mechanism in the pathogenesis and progression of NAFLD, some potential biomarkers have been discovered, and the possibility of their clinical application is gradually being discussed. At the same time, the progress of imaging technology and the emergence of new materials and methods also provide more possibilities for the diagnosis of NAFLD. This article reviews the diagnostic markers and advanced diagnostic methods of NAFLD in recent years.
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Affiliation(s)
- Qinchen Xu
- Department of Clinical Laboratory, The Second Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250033, China
| | - Maoxiao Feng
- Department of Clinical Laboratory, Shandong Provincial Hospital Affiliated to Shandong First Medical University, 250021, Jinan, Shandong Province, China
| | - Yidan Ren
- Department of Clinical Laboratory, The Second Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250033, China
| | - Xiaoyan Liu
- Department of Clinical Laboratory, Shandong Provincial Hospital Affiliated to Shandong First Medical University, 250021, Jinan, Shandong Province, China
| | - Huiru Gao
- Department of Clinical Laboratory, The Second Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250033, China
| | - Zigan Li
- Department of Clinical Laboratory, The Second Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250033, China
| | - Xin Su
- Department of Clinical Laboratory, The Second Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250033, China
| | - Qin Wang
- Department of Anesthesiology, Qilu Hospital, Shandong University, 107 Wenhua Xi Road, Jinan 250012, China.
| | - Yunshan Wang
- Department of Clinical Laboratory, Shandong Provincial Hospital Affiliated to Shandong First Medical University, 250021, Jinan, Shandong Province, China.
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Chaudhry A, Noor J, Batool S, Fatima G, Noor R. Advancements in Diagnostic and Therapeutic Interventions of Non-alcoholic Fatty Liver Disease: A Literature Review. Cureus 2023; 15:e44924. [PMID: 37814734 PMCID: PMC10560588 DOI: 10.7759/cureus.44924] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/08/2023] [Indexed: 10/11/2023] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) is one of the most common diseases of the liver globally. Non-alcoholic steatohepatitis (NASH) has a complicated pathophysiology which includes lipid buildup, oxidative stress, endoplasmic reticulum stress, and lipotoxicity. Recently, there has been tremendous improvement in understanding of NASH pathogenesis due to advancements in the scientific field. It is being investigated how non-invasive circulating and imaging biomarkers can help in NAFLD and NASH diagnosis and monitoring the progress. Multiple medications are now undergoing clinical trials for the treatment of NASH, and lifestyle changes have been acknowledged as one of the main treatment methods. The purpose of this review article is to discuss the incidence of NAFLD globally, management issues with NASH, and its relation to the metabolic syndrome. It explains pathophysiology as well as therapeutic strategies using natural items, dietary changes, and pharmaceutical treatments. While emphasizing the necessity for surrogate endpoints to facilitate medication development for NASH, the study also considers the potential of non-invasive imaging biomarkers including magnetic resonance imaging (MRI) and magnetic resonance elastography (MRE).
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Affiliation(s)
| | - Jawad Noor
- Internal Medicine, St. Dominic Hospital, Jackson, USA
| | - Saima Batool
- Pathology, Nishtar Medical University, Multan, PAK
| | - Ghulam Fatima
- Internal Medicine, Medical Unit, Abbasi Shaheed Hospital, Karachi, PAK
| | - Riwad Noor
- Public Health, Nishtar Hospital, Multan, PAK
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Tan HC, Shumbayawonda E, Beyer C, Cheng LTE, Low A, Lim CH, Eng A, Chan WH, Lee PC, Tay MF, Kin S, Chang JPE, Bee YM, Goh GBB. Multiparametric Magnetic Resonance Imaging and Magnetic Resonance Elastography to Evaluate the Early Effects of Bariatric Surgery on Nonalcoholic Fatty Liver Disease. Int J Biomed Imaging 2023; 2023:4228321. [PMID: 37521027 PMCID: PMC10372298 DOI: 10.1155/2023/4228321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Revised: 07/05/2023] [Accepted: 07/08/2023] [Indexed: 08/01/2023] Open
Abstract
Background Bariatric surgery is the most effective treatment for morbid obesity and reduces the severity of nonalcoholic fatty liver disease (NAFLD) in the long term. Less is known about the effects of bariatric surgery on liver fat, inflammation, and fibrosis during the early stages following bariatric surgery. Aims This exploratory study utilises advanced imaging methods to investigate NAFLD and fibrosis changes during the early metabolic transitional period following bariatric surgery. Methods Nine participants with morbid obesity underwent sleeve gastrectomy. Multiparametric MRI (mpMRI) and magnetic resonance elastography (MRE) were performed at baseline, during the immediate (1 month), and late (6 months) postsurgery period. Liver fat was measured using proton density fat fraction (PDFF), disease activity using iron-correct T1 (cT1), and liver stiffness using MRE. Repeated measured ANOVA was used to assess longitudinal changes and Dunnett's method for multiple comparisons. Results All participants (Age 45.1 ± 9.0 years, BMI 39.7 ± 5.3 kg/m2) had elevated hepatic steatosis at baseline (PDFF >5%). In the immediate postsurgery period, PDFF decreased significantly from 14.1 ± 7.4% to 8.9 ± 4.4% (p = 0.016) and cT1 from 826.9 ± 80.6 ms to 768.4 ± 50.9 ms (p = 0.047). These improvements continued to the later postsurgery period. Bariatric surgery did not reduce liver stiffness measurements. Conclusion Our findings support using MRI as a noninvasive tool to monitor NAFLD in patient with morbid obesity during the early stages following bariatric surgery.
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Affiliation(s)
| | | | | | | | | | | | - Alvin Eng
- Singapore General Hospital, Singapore
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Tincopa MA, Loomba R. Non-invasive diagnosis and monitoring of non-alcoholic fatty liver disease and non-alcoholic steatohepatitis. Lancet Gastroenterol Hepatol 2023; 8:660-670. [PMID: 37060912 DOI: 10.1016/s2468-1253(23)00066-3] [Citation(s) in RCA: 40] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Revised: 02/19/2023] [Accepted: 02/20/2023] [Indexed: 04/17/2023]
Abstract
Non-alcoholic fatty liver disease (NAFLD) is a highly prevalent form of chronic liver disease that poses challenges in diagnosis and risk stratification. Non-alcoholic steatohepatitis (NASH), the more progressive form of NAFLD, is particularly challenging to diagnose in the absence of histology. Liver biopsy is infrequently performed due to its invasive nature, potential for sampling error, and lack of inter-rater reliability. Non-invasive tests that can accurately identify patients with at-risk NASH (ie, individuals with biopsy-proven NASH with NAFLD activity score [NAS] ≥4 and fibrosis stage ≥2) are key tools to identify candidates for pharmacologic therapy in registrational trials for the treatment of NASH-related fibrosis. With emerging pharmacotherapy, non-invasive tests are required to track treatment response. Lastly, there is an unmet need for non-invasive tests to assess risk for clinical outcomes including progression to cirrhosis, hepatic decompensation, liver-related mortality, and overall mortality. In this Review we examine advances in non-invasive tests to diagnose and monitor NAFLD and NASH.
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Affiliation(s)
- Monica A Tincopa
- NAFLD Research Center, Division of Gastroenterology and Hepatology, University of California at San Diego, La Jolla, CA, USA
| | - Rohit Loomba
- NAFLD Research Center, Division of Gastroenterology and Hepatology, University of California at San Diego, La Jolla, CA, USA; School of Public Health, University of California at San Diego, La Jolla, CA, USA.
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Koutoukidis DA, Mozes FE, Jebb SA, Tomlinson JW, Pavlides M, Saffioti F, Huntriss R, Aveyard P, Cobbold JF. A low-energy total diet replacement program demonstrates a favorable safety profile and improves liver disease severity in nonalcoholic steatohepatitis. Obesity (Silver Spring) 2023; 31:1767-1778. [PMID: 37368513 DOI: 10.1002/oby.23793] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Revised: 03/13/2023] [Accepted: 04/03/2023] [Indexed: 06/29/2023]
Abstract
OBJECTIVE Low-energy diets are used to treat obesity and diabetes, but there are fears that they may worsen liver disease in patients with nonalcoholic steatohepatitis (NASH) and significant-to-advanced fibrosis. METHODS In this 24-week single-arm trial, 16 adults with NASH, fibrosis, and obesity received one-to-one remote dietetic support to follow a low-energy (880 kcal/d) total diet replacement program for 12 weeks and stepped food reintroduction for another 12 weeks. Liver disease severity was blindly evaluated (magnetic resonance imaging proton density fat fraction [MRI-PDFF], iron-corrected T1 [cT1], liver stiffness on magnetic resonance elastography [MRE], and liver stiffness on vibration-controlled transient elastography [VCTE]). Safety signals included liver biochemical markers and adverse events. RESULTS A total of 14 participants (87.5%) completed the intervention. Weight loss was 15% (95% CI: 11.2%-18.6%) at 24 weeks. Compared with baseline, MRI-PDFF reduced by 13.1% (95% CI: 8.9%-16.7%), cT1 by 159 milliseconds (95% CI: 108-216.5), MRE liver stiffness by 0.4 kPa (95% CI: 0.1-0.8), and VCTE liver stiffness by 3.9 kPa (95% CI: 2.6-7.2) at 24 weeks. The proportions with clinically relevant reductions in MRI-PDFF (≥30%), cT1 (≥88 milliseconds), MRE liver stiffness (≥19%), and VCTE liver stiffness (≥19%) were 93%, 77%, 57%, and 93%, respectively. Liver biochemical markers improved. There were no serious intervention-related adverse events. CONCLUSIONS The intervention demonstrates high adherence, favorable safety profile, and promising efficacy as a treatment for NASH.
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Affiliation(s)
- Dimitrios A Koutoukidis
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
- National Institute for Health and Care Research Oxford Biomedical Research Centre, Oxford, UK
| | - Ferenc E Mozes
- Oxford Centre for Clinical Magnetic Resonance Research, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - Susan A Jebb
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
- National Institute for Health and Care Research Oxford Biomedical Research Centre, Oxford, UK
| | - Jeremy W Tomlinson
- National Institute for Health and Care Research Oxford Biomedical Research Centre, Oxford, UK
- Oxford Centre for Diabetes, Endocrinology and Metabolism, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - Michael Pavlides
- Oxford Centre for Clinical Magnetic Resonance Research, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
- Department of Gastroenterology and Hepatology, John Radcliffe Hospital, Oxford University Hospitals National Health Service Foundation Trust, Oxford, UK
| | - Francesca Saffioti
- Department of Gastroenterology and Hepatology, John Radcliffe Hospital, Oxford University Hospitals National Health Service Foundation Trust, Oxford, UK
| | | | - Paul Aveyard
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
- National Institute for Health and Care Research Oxford Biomedical Research Centre, Oxford, UK
| | - Jeremy F Cobbold
- National Institute for Health and Care Research Oxford Biomedical Research Centre, Oxford, UK
- Department of Gastroenterology and Hepatology, John Radcliffe Hospital, Oxford University Hospitals National Health Service Foundation Trust, Oxford, UK
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