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Qiu X, Shen S, Jiang N, Feng Y, Yang G, Lu D. Association of advanced lung cancer inflammation index with all-cause and cardiovascular mortality in metabolic dysfunction associated steatotic liver disease. Sci Rep 2025; 15:15121. [PMID: 40301487 PMCID: PMC12041350 DOI: 10.1038/s41598-025-99311-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2024] [Accepted: 04/18/2025] [Indexed: 05/01/2025] Open
Abstract
Metabolic dysfunction-associated steatotic liver disease (MASLD), formerly known as non-alcoholic fatty liver disease (NAFLD), is a growing global health concern due to its rising prevalence and association with hepatic and cardiovascular diseases. This study aimed to assess the prognostic value of the Advanced Lung Cancer Inflammation Index (ALI)-a combined indicator of nutritional and inflammatory status-in predicting all-cause and cardiovascular mortality in MASLD patients.Data were drawn from MASLD-diagnosed adults (≥ 18 years) in the National Health and Nutrition Examination Survey (NHANES) from 1999 to 2018, with mortality tracked until December 31, 2019. ALI was calculated for each participant, and its relationship with long-term mortality was analyzed using multivariable Cox regression, restricted cubic spline (RCS) regression, and subgroup analyses. Additionally, the mediating role of biological age, including Klemera-Doubal method biological age (KDM BA) and homeostatic model assessment (HD), was assessed in this relationship through mediation analysis. Among 7,534 MASLD patients, higher ALI quintiles were significantly associated with reduced all-cause (aHR = 0.591, P = 0.004) and cardiovascular mortality (aHR = 0.393, P = 0.026). A nonlinear relationship was observed between ALI and mortality outcomes (P < 0.001). Subgroup analysis indicated ALI's stronger predictive value in older adults (≥ 60), females, and lifelong non-smokers. Mediation analysis showed that KDM BA and HD partially mediated the ALI-mortality relationship (34.02% and 37.87% for all-cause mortality; 37.60% and 58.69% for cardiovascular mortality, respectively). Higher values of the ALI are associated with reduced all-cause and cardiovascular mortality in patients with MASLD, with biological age serving as a partial mediator. Improved nutritional and inflammatory status enhances the prognosis of MASLD patients.
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Affiliation(s)
- Xin Qiu
- Department of Gastroenterology, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530000, China
| | - Shuang Shen
- Department of Hepatobiliary Surgery, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Nizhen Jiang
- Guangxi Medical University Cancer Hospital, Nanning, China
| | - Yifei Feng
- Guangxi Medical University Cancer Hospital, Nanning, China
| | - Guodong Yang
- Department of Hepatobiliary Surgery, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Donghong Lu
- Department of Gastroenterology, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530000, China.
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Girona J, Guardiola M, Barroso E, García-Altares M, Ibarretxe D, Plana N, Ribalta J, Amigó N, Correig X, Vázquez-Carrera M, Masana L, Rodríguez-Calvo R. GDF15 Circulating Levels Are Associated with Metabolic-Associated Liver Injury and Atherosclerotic Cardiovascular Disease. Int J Mol Sci 2025; 26:2039. [PMID: 40076667 PMCID: PMC11900571 DOI: 10.3390/ijms26052039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2024] [Revised: 02/20/2025] [Accepted: 02/24/2025] [Indexed: 03/14/2025] Open
Abstract
There is growing evidence linking growth differentiation factor 15 (GDF15) to both metabolic dysfunction-associated steatotic liver disease (MASLD) and cardiovascular (CV) risk. Nevertheless, the potential relationship between circulating levels of GDF15 and key features of MASLD being predisposed to atherosclerotic CV disease is not fully unveiled. The aim of this study was to deepen into the role of circulating GDF15 levels on metabolic-associated liver injury and atherosclerotic CV disease. We determined the serum GDF15 levels in 156 participants of a metabolic patient-based cohort, and cross-sectionally explored its associations with liver injury and an advanced atherosclerotic lipoprotein profile assessed by nuclear magnetic resonance (1H-NMR). Additionally, we prospectively evaluated the association between GDF15 levels at baseline and incident atherosclerotic CV disease after a 10-year follow-up. GDF15 was related to liver injury and inflammatory hallmarks, and it increased the likelihood for liver steatosis independently of confounding factors. Likewise, GDF15 was positively associated with an atherogenic profile, particularly with the number of very-low-density lipoproteins (VLDL) particles and its cholesterol and triglyceride content, and with an indicator of subclinical atherosclerosis (i.e., carotid intima-media thickness (cIMT)). The baseline serum GDF15 levels were higher in the patients with atherosclerotic CV disease (10.6%) after a 10-year follow-up than in the individuals without CV disease. Altogether, this study provides new insights into the role of GDF15 in both MASLD and CV disease.
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Affiliation(s)
- Josefa Girona
- Research Unit on Lipids and Atherosclerosis, University Rovira i Virgili, 43201 Reus, Spain; (J.G.); (M.G.); (D.I.); (N.P.); (J.R.); (L.M.)
- Vascular Medicine and Metabolism Unit, “Sant Joan de Reus” University Hospital, 43204 Reus, Spain
- Pere Virgili Health Research Institute (IISPV), 43007 Tarragona, Spain;
- Spanish Biomedical Research Centre in Diabetes and Associated Metabolic Disorders (CIBERDEM), Institute of Health Carlos III, 28029 Madrid, Spain; (E.B.); (M.G.-A.); (X.C.); (M.V.-C.)
| | - Montse Guardiola
- Research Unit on Lipids and Atherosclerosis, University Rovira i Virgili, 43201 Reus, Spain; (J.G.); (M.G.); (D.I.); (N.P.); (J.R.); (L.M.)
- Vascular Medicine and Metabolism Unit, “Sant Joan de Reus” University Hospital, 43204 Reus, Spain
- Pere Virgili Health Research Institute (IISPV), 43007 Tarragona, Spain;
- Spanish Biomedical Research Centre in Diabetes and Associated Metabolic Disorders (CIBERDEM), Institute of Health Carlos III, 28029 Madrid, Spain; (E.B.); (M.G.-A.); (X.C.); (M.V.-C.)
| | - Emma Barroso
- Spanish Biomedical Research Centre in Diabetes and Associated Metabolic Disorders (CIBERDEM), Institute of Health Carlos III, 28029 Madrid, Spain; (E.B.); (M.G.-A.); (X.C.); (M.V.-C.)
- Pharmacology Unit, Department of Pharmacology, Toxicology and Therapeutic Chemistry, Faculty of Pharmacy and Food Sciences, University of Barcelona, 08028 Barcelona, Spain
- Institut de Biomedicina de la Universidad de Barcelona (IBUB), University of Barcelona, 08028 Barcelona, Spain
- Institut de Recerca Sant Joan de Déu (IR-SJD), 08950 Barcelona, Spain
| | - María García-Altares
- Spanish Biomedical Research Centre in Diabetes and Associated Metabolic Disorders (CIBERDEM), Institute of Health Carlos III, 28029 Madrid, Spain; (E.B.); (M.G.-A.); (X.C.); (M.V.-C.)
- Metabolomics Platform, Department of Electronic Engineering (DEEEA), University Rovira i Virgili, 43007 Tarragona, Spain
| | - Daiana Ibarretxe
- Research Unit on Lipids and Atherosclerosis, University Rovira i Virgili, 43201 Reus, Spain; (J.G.); (M.G.); (D.I.); (N.P.); (J.R.); (L.M.)
- Vascular Medicine and Metabolism Unit, “Sant Joan de Reus” University Hospital, 43204 Reus, Spain
- Pere Virgili Health Research Institute (IISPV), 43007 Tarragona, Spain;
- Spanish Biomedical Research Centre in Diabetes and Associated Metabolic Disorders (CIBERDEM), Institute of Health Carlos III, 28029 Madrid, Spain; (E.B.); (M.G.-A.); (X.C.); (M.V.-C.)
| | - Núria Plana
- Research Unit on Lipids and Atherosclerosis, University Rovira i Virgili, 43201 Reus, Spain; (J.G.); (M.G.); (D.I.); (N.P.); (J.R.); (L.M.)
- Vascular Medicine and Metabolism Unit, “Sant Joan de Reus” University Hospital, 43204 Reus, Spain
- Pere Virgili Health Research Institute (IISPV), 43007 Tarragona, Spain;
- Spanish Biomedical Research Centre in Diabetes and Associated Metabolic Disorders (CIBERDEM), Institute of Health Carlos III, 28029 Madrid, Spain; (E.B.); (M.G.-A.); (X.C.); (M.V.-C.)
| | - Josep Ribalta
- Research Unit on Lipids and Atherosclerosis, University Rovira i Virgili, 43201 Reus, Spain; (J.G.); (M.G.); (D.I.); (N.P.); (J.R.); (L.M.)
- Vascular Medicine and Metabolism Unit, “Sant Joan de Reus” University Hospital, 43204 Reus, Spain
- Pere Virgili Health Research Institute (IISPV), 43007 Tarragona, Spain;
- Spanish Biomedical Research Centre in Diabetes and Associated Metabolic Disorders (CIBERDEM), Institute of Health Carlos III, 28029 Madrid, Spain; (E.B.); (M.G.-A.); (X.C.); (M.V.-C.)
| | - Núria Amigó
- Pere Virgili Health Research Institute (IISPV), 43007 Tarragona, Spain;
- Spanish Biomedical Research Centre in Diabetes and Associated Metabolic Disorders (CIBERDEM), Institute of Health Carlos III, 28029 Madrid, Spain; (E.B.); (M.G.-A.); (X.C.); (M.V.-C.)
- Metabolomics Platform, Department of Electronic Engineering (DEEEA), University Rovira i Virgili, 43007 Tarragona, Spain
- Biosfer Teslab, 43201 Reus, Spain
- Department of Basic Medical Sciences, University Rovira i Virgili, 43201 Reus, Spain
| | - Xavier Correig
- Spanish Biomedical Research Centre in Diabetes and Associated Metabolic Disorders (CIBERDEM), Institute of Health Carlos III, 28029 Madrid, Spain; (E.B.); (M.G.-A.); (X.C.); (M.V.-C.)
- Metabolomics Platform, Department of Electronic Engineering (DEEEA), University Rovira i Virgili, 43007 Tarragona, Spain
| | - Manuel Vázquez-Carrera
- Spanish Biomedical Research Centre in Diabetes and Associated Metabolic Disorders (CIBERDEM), Institute of Health Carlos III, 28029 Madrid, Spain; (E.B.); (M.G.-A.); (X.C.); (M.V.-C.)
- Pharmacology Unit, Department of Pharmacology, Toxicology and Therapeutic Chemistry, Faculty of Pharmacy and Food Sciences, University of Barcelona, 08028 Barcelona, Spain
- Institut de Biomedicina de la Universidad de Barcelona (IBUB), University of Barcelona, 08028 Barcelona, Spain
- Institut de Recerca Sant Joan de Déu (IR-SJD), 08950 Barcelona, Spain
| | - Lluís Masana
- Research Unit on Lipids and Atherosclerosis, University Rovira i Virgili, 43201 Reus, Spain; (J.G.); (M.G.); (D.I.); (N.P.); (J.R.); (L.M.)
- Vascular Medicine and Metabolism Unit, “Sant Joan de Reus” University Hospital, 43204 Reus, Spain
- Pere Virgili Health Research Institute (IISPV), 43007 Tarragona, Spain;
- Spanish Biomedical Research Centre in Diabetes and Associated Metabolic Disorders (CIBERDEM), Institute of Health Carlos III, 28029 Madrid, Spain; (E.B.); (M.G.-A.); (X.C.); (M.V.-C.)
| | - Ricardo Rodríguez-Calvo
- Research Unit on Lipids and Atherosclerosis, University Rovira i Virgili, 43201 Reus, Spain; (J.G.); (M.G.); (D.I.); (N.P.); (J.R.); (L.M.)
- Vascular Medicine and Metabolism Unit, “Sant Joan de Reus” University Hospital, 43204 Reus, Spain
- Pere Virgili Health Research Institute (IISPV), 43007 Tarragona, Spain;
- Spanish Biomedical Research Centre in Diabetes and Associated Metabolic Disorders (CIBERDEM), Institute of Health Carlos III, 28029 Madrid, Spain; (E.B.); (M.G.-A.); (X.C.); (M.V.-C.)
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Kim KS, Kim B, Han K. Big Data Research for Diabetes-Related Diseases Using the Korean National Health Information Database. Diabetes Metab J 2025; 49:13-21. [PMID: 39828974 PMCID: PMC11788557 DOI: 10.4093/dmj.2024.0780] [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: 12/03/2024] [Accepted: 12/24/2024] [Indexed: 01/22/2025] Open
Abstract
The Korean National Health Information Database (NHID), which contains nationwide real-world claims data including sociodemographic data, health care utilization data, health screening data, and healthcare provider information, is a powerful resource to test various hypotheses. It is also longitudinal in nature due to the recommended health checkup every 2 years and is appropriate for long-term follow-up study as well as evaluating the relationships between health outcomes and changes in parameters such as lifestyle factors, anthropometric measurements, and laboratory results. However, because these data are not collected for research purposes, precise operational definitions of diseases are required to facilitate big data analysis using the Korean NHID. In this review, we describe the characteristics of the Korean NHID, operational definitions of diseases used for research related to diabetes, and introduce representative research for diabetes-related diseases using the Korean NHID.
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Affiliation(s)
- Kyung-Soo Kim
- Department of Internal Medicine, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Korea
| | - Bongseong Kim
- Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Kyungdo Han
- Department of Statistics and Actuarial Science, Soongsil University, Seoul, Korea
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Seo YG, Polyzos SA, Park KH, Mantzoros CS. Noninvasive Hepatic Steatosis and Fibrosis Indices Differentially Predict Mortality in the Adult Korean Population. Clin Gastroenterol Hepatol 2024:S1542-3565(24)00970-4. [PMID: 39490947 DOI: 10.1016/j.cgh.2024.10.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Revised: 09/14/2024] [Accepted: 10/01/2024] [Indexed: 11/05/2024]
Abstract
BACKGROUND & AIMS Because the association of hepatic fibrosis and steatosis noninvasive indices with mortality remain controversial, their association with all-cause, cardiovascular-, cancer-, and liver-related mortality was evaluated in the Korean population. METHODS In this registry-based, cohort study, data were retrieved from the Korea National Health and Nutrition Examination Survey and mortality data from the Korean Cause of Death data registry; 40,491 individuals followed-up for a median of 8.6 years. Hepatic fibrosis was evaluated with alanine aminotransferase (AST)-to-platelet ratio index (APRI), body mass index-AST-to-alanine aminotransferase (ALT) ratio-diabetes mellitus (BARD), and metabolic dysfunction-associated fibrosis-5 (MAF-5) score, and steatosis was evaluated with liver fat score (LFS) and lipid accumulation product (LAP). RESULTS Cox regression analysis showed that APRI (<1.0 vs ≥1.0) was independently associated with all-cause (hazard ratio [HR], 3.84; 95% confidence interval [CI], 2.30-6.43; C-index, 0.870), cancer (HR, 4.21; 95% CI, 1.88-9.45; C-index, 0.866), and liver-related (HR, 25.36; 95% CI, 11.02-58.38; C-index 0.909) mortality. MAF-5 (<1.0 vs ≥1.0) was independently associated with all-cause mortality (HR, 1.50; 95% CI, 1.10-2.03; C-index, 0.868) and liver-related mortality (HR, 8.35; 95% CI, 3.58-19.46; C-index, 0.911). LFS (<1.257 vs ≥1.257) was independently associated with all-cause (HR, 1.55; 95% CI, 1.14-2.12; C-index, 0.872) and liver-related (HR, 7.00; 95% CI, 1.63-29.96; C-index, 0.887) mortality. LAP (<38.05 vs ≥38.05) was independently associated with cardiovascular mortality (HR, 1.87; 95% CI, 1.23-2.85; C-index, 0.898). BARD was not associated with mortality. CONCLUSIONS APRI, MAF-5, and LFS were independently associated with all-cause mortality, LAP (cutoff, 38.05) with cardiovascular mortality, APRI with cancer mortality, and APRI, MAF-5, and LFS with liver-related mortality in the adult Korean population.
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Affiliation(s)
- Young-Gyun Seo
- Department of Family Medicine, Hallym University Sacred Heart Hospital, Anyang, Gyeonggi-do, Korea
| | - Stergios A Polyzos
- First Laboratory of Pharmacology, School of Medicine, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Kyung-Hee Park
- Department of Family Medicine, Hallym University Sacred Heart Hospital, Anyang, Gyeonggi-do, Korea
| | - Christos S Mantzoros
- Department of Internal Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts; Section of Endocrinology, Boston VA Healthcare System, Harvard Medical School, Boston, Massachusetts.
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Park CH, Lim H, Kim YN, Kim JY, Kim HW, Chang TI, Han SH. Non-Alcoholic Fatty Liver Disease and Its Association with Kidney and Cardiovascular Outcomes in Moderate to Advanced Chronic Kidney Disease. Am J Nephrol 2024; 56:13-24. [PMID: 39369705 DOI: 10.1159/000541803] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2024] [Accepted: 09/29/2024] [Indexed: 10/08/2024]
Abstract
INTRODUCTION Non-alcoholic fatty liver disease (NAFLD) has emerged as a potential indicator for cardio-metabolic risk. However, clinical implications of NAFLD in patients with chronic kidney disease (CKD) are still elusive. We investigated to explore the association between NAFLD and adverse clinical outcomes among patients with CKD. METHODS In this national population-based retrospective cohort study, we analyzed 816,857 individuals who underwent National Health Insurance Service health examinations and had an estimated glomerular filtration rate of 15-59 mL/min/1.73 m2. The main predictor was the fatty liver index (FLI), a surrogate marker for NAFLD. The primary outcome was a composite cardiovascular or kidney events, which were examined combined or separately. RESULTS During a median follow-up of 7.7 (IQR, 6.4-9.6) years, the composite outcome events occurred in 74,266 (9.1%) individuals. Among these, there were 55,525 (6.8%) cardiovascular events and 22,961 (2.8%) kidney events, respectively. Compared to FLI of <30, the hazard ratio (HRs; 95% confidence intervals [CIs]) for the composite outcome were 1.16 (1.14-1.18) and 1.30 (1.26-1.33) for the FLIs of 30-59 and ≥60, respectively. The corresponding HRs for cardiovascular events were 1.21 (95% CI, 1.18-1.23) and 1.36 (95% CI, 1.31-1.40), respectively. Furthermore, FLIs of 30-59 and ≥60 were associated with an 11% (HR, 1.11; 95% CI, 1.07-1.15) and 24% (HR, 1.24; 95% CI, 1.17-1.30) increased risk of kidney events, respectively. CONCLUSIONS NAFLD was associated with higher risk of adverse clinical outcomes in individuals with CKD. These findings suggest that NAFLD, as assessed by the FLI, can serve as a predictor of cardiovascular and kidney events in CKD population.
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Affiliation(s)
- Cheol Ho Park
- Department of Internal Medicine, Institute of Kidney Disease Research, Yonsei University College of Medicine, Seoul, Republic of Korea,
| | - Hyunsun Lim
- Department of Research and Analysis, National Health Insurance Service Ilsan Hospital, Goyang, Republic of Korea
| | - Youn Nam Kim
- Yonsei Graduate School of Public Health, Yonsei University, Seoul, Republic of Korea
| | - Jae Young Kim
- Department of Internal Medicine, National Health Insurance Service Ilsan Hospital, Goyang, Republic of Korea
| | - Hyung Woo Kim
- Department of Internal Medicine, Institute of Kidney Disease Research, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Tae Ik Chang
- Department of Internal Medicine, National Health Insurance Service Ilsan Hospital, Goyang, Republic of Korea
| | - Seung Hyeok Han
- Department of Internal Medicine, Institute of Kidney Disease Research, Yonsei University College of Medicine, Seoul, Republic of Korea
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Couret A, King JA, Pereira B, Courteix D, Obert P, Vinet A, Walther G, Lesourd B, Chapier R, Zak M, Bagheri R, Ugbolue CU, Abergel A, Thivel D, Dutheil F, Ennequin G. Effect of different modalities of exercise on Fatty Liver Index in patients with metabolic syndrome: The RESOLVE randomized trial. Clin Res Hepatol Gastroenterol 2024; 48:102461. [PMID: 39276857 DOI: 10.1016/j.clinre.2024.102461] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/24/2024] [Revised: 09/06/2024] [Accepted: 09/12/2024] [Indexed: 09/17/2024]
Abstract
INTRODUCTION Metabolic associated liver disease (MASLD) is the most common liver disease in the world especially in people with metabolic syndrome. First-line treatments mainly consist in lifestyle modifications for these populations. The main objective of this study is to assess the effect of a short intervention program with different exercise modalities on Fatty Liver Index (FLI) in patients with metabolic syndrome. METHODS 85 patients (40 men, 45 women) with metabolic syndrome and liver steatosis were randomized in 3 groups for a 3 weeks residential program: Re group-high-resistance-moderate-endurance; rE group-moderate-resistance with high-endurance and re group-moderate-resistance with moderate-endurance. Patients also followed a negative energy balance of 500 kcal/day. Then, a follow-up of 1 year with interviews with dieticians and exercise physicians to maintain lifestyle modification was performed. Anthropometric, cardiometabolic and hepatic outcomes were performed at baseline, at the end of the 3-week residential program, 3 months, 6 months and 12 months after baseline. RESULTS This study demonstrated that all three training programs significantly improve FLI and that this effect was lasting among the follow-up (p < 0.001). More specifically, the Re group exhibited a more pronounced decrease in FLI compared with re (p < 0.05). Finally, the decrease in FLI was associated with improvement in anthropometric and cardiometabolic outcomes at 3-weeks (p < 0.001) and 3-months (p < 0.01). CONCLUSION Short duration program is effective to improve FLI and cardiometabolic parameters in MASLD patients. Encourage to increase physical activity even for a short duration is relevant in this population.
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Affiliation(s)
- Alexis Couret
- CRNH, Université Clermont Auvergne, AME2P, Clermont-Ferrand, France; Department of Digestive and Hepatobiliary Medecine, CHU Clermont-Ferrand, Clermont-Ferrand, France
| | - James A King
- National Centre of Sport and Exercise Medicine, School of Sport & Exercise Sciences, Loughborough University, UK; NIHR Leicester Biomedical Research Centre, University Hospitals of Leicester NHS Trust and the University of Leicester, UK
| | - Bruno Pereira
- Biostatistics Unit, DRCI, University Hospital of Clermont-Ferrand, CHU Clermont-Ferrand, Clermont-Ferrand, France
| | - Daniel Courteix
- CRNH, Université Clermont Auvergne, AME2P, Clermont-Ferrand, France
| | - Philippe Obert
- Laboratoire de Pharm-Écologie Cardiovasculaire (LAPEC) EA4278, Avignon University, Avignon, France
| | - Agnes Vinet
- Laboratoire de Pharm-Écologie Cardiovasculaire (LAPEC) EA4278, Avignon University, Avignon, France
| | - Guillaume Walther
- Laboratoire de Pharm-Écologie Cardiovasculaire (LAPEC) EA4278, Avignon University, Avignon, France
| | - Bruno Lesourd
- CRNH, Université Clermont Auvergne, AME2P, Clermont-Ferrand, France
| | - Robert Chapier
- CRNH, Université Clermont Auvergne, AME2P, Clermont-Ferrand, France
| | - Marek Zak
- Collegium Medicum, The Institute of Health Sciences, The Jan Kochanowski University, Kielce, Poland
| | - Reza Bagheri
- Department of Exercise Physiology, University of Isfahan, Isfahan, Iran
| | - Chris U Ugbolue
- School of Health and Life Sciences, Institute for Clinical Exercise and Health Science, University of the West of Scotland, Glasgow, UK
| | - Armand Abergel
- Department of Digestive and Hepatobiliary Medecine, CHU Clermont-Ferrand, Clermont-Ferrand, France; UMR CNRS 6284, Clermont Auvergne University, Clermont-Ferrand, France
| | - David Thivel
- CRNH, Université Clermont Auvergne, AME2P, Clermont-Ferrand, France; International Research Chair Health in Motion, Clermont Auvergne University Foundation, Clermont-Ferrand, France
| | - Frédéric Dutheil
- Université Clermont Auvergne, CNRS, LaPSCo, Physiological and Psychosocial Stress, CHU Clermont-Ferrand, University Hospital of Clermont-Ferrand, Preventive and Occupational Medicine, Witty Fit, Clermont-Ferrand F-63000, France
| | - Gaël Ennequin
- CRNH, Université Clermont Auvergne, AME2P, Clermont-Ferrand, France; International Research Chair Health in Motion, Clermont Auvergne University Foundation, Clermont-Ferrand, France.
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Cho SH, Kim S, Oh R, Kim JY, Lee YB, Jin SM, Hur KY, Kim G, Kim JH. Metabolic dysfunction-associated fatty liver disease and heavy alcohol consumption increase mortality:A nationwide study. Hepatol Int 2024; 18:1168-1177. [PMID: 38806774 DOI: 10.1007/s12072-024-10671-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Accepted: 03/17/2024] [Indexed: 05/30/2024]
Abstract
BACKGROUND The effects of excessive alcohol consumption on the prognosis of metabolic dysfunction-associated fatty liver disease (MAFLD) remain unclear. We investigated all-cause and cause-specific mortality according to the amount of alcohol consumed by Asian individuals with MAFLD. METHODS This nationwide retrospective study included 996,508 adults aged 40-79 years who underwent health check-ups between 2009 and 2012. Participants were categorized by the alcohol consumption-non-alcohol, moderate alcohol, and heavy alcohol group (≥ 30 g/day for men, ≥ 20 g/day for women) and by the combination of the presence or absence of MAFLD. Hepatic steatosis was defined as the fatty liver index ≥ 30. Cox analyses were used to analyze the association between alcohol consumption and MAFLD and all-cause and cause-specific mortality. RESULTS MAFLD significantly increased all-cause, liver-, and cancer-related mortality. Individuals with both MAFLD and heavy alcohol consumption expressed the highest mortality risk in liver-related mortality compared to non-MAFLD and non-alcohol group (adjusted hazard ratio (HR), 9.8; 95% confidence interval (CI), 8.20-12.29). Regardless of MAFLD, heavy alcohol consumption increased the risk of liver- and cancer-related mortality. CONCLUSIONS MAFLD and heavy alcohol consumption increased all-cause, liver-, and cancer-related mortality. Heavy alcohol consumption and MAFLD synergistically increase liver-related mortality.
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Affiliation(s)
- So Hyun Cho
- Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81, Irwon-Ro, Gangnam-Gu, Seoul, 06351, Republic of Korea
| | - Seohyun Kim
- Department of Clinical Research Design and Evaluation, Samsung Advanced Institute for Health Sciences and Technology, Sungkyunkwan University, Seoul, 06355, Republic of Korea
| | - Rosa Oh
- Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81, Irwon-Ro, Gangnam-Gu, Seoul, 06351, Republic of Korea
| | - Ji Yoon Kim
- Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81, Irwon-Ro, Gangnam-Gu, Seoul, 06351, Republic of Korea
| | - You-Bin Lee
- Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81, Irwon-Ro, Gangnam-Gu, Seoul, 06351, Republic of Korea
| | - Sang-Man Jin
- Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81, Irwon-Ro, Gangnam-Gu, Seoul, 06351, Republic of Korea
| | - Kyu Yeon Hur
- Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81, Irwon-Ro, Gangnam-Gu, Seoul, 06351, Republic of Korea
| | - Gyuri Kim
- Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81, Irwon-Ro, Gangnam-Gu, Seoul, 06351, Republic of Korea.
| | - Jae Hyeon Kim
- Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81, Irwon-Ro, Gangnam-Gu, Seoul, 06351, Republic of Korea.
- Department of Clinical Research Design and Evaluation, Samsung Advanced Institute for Health Sciences and Technology, Sungkyunkwan University, Seoul, 06355, Republic of Korea.
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Feng Y, Xu W, Tang S, Ye Z, Fang P, Abdullah G, Yang H, Kong D, Huang H, Wang Y, Xuan M, Zhou Y, Xue Y. Inflammation, nutrition, and biological aging: The prognostic role of Naples prognostic score in nonalcoholic fatty liver disease outcomes. Diabetes Res Clin Pract 2024; 213:111749. [PMID: 38906332 DOI: 10.1016/j.diabres.2024.111749] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Revised: 06/04/2024] [Accepted: 06/14/2024] [Indexed: 06/23/2024]
Abstract
AIM This study aimed to evaluate the prognostic value of the Naples Prognostic Score (NPS) for predicting mortality in patients with nonalcoholic fatty liver disease (NAFLD) and compare its performance with established non-invasive fibrosis scores, including the fibrosis-4 index (FIB-4) and NAFLD fibrosis score (NFS). METHODS Data from 10,035 NAFLD patients identified within the 1999-2018 National Health and Nutrition Examination Survey (NHANES) were analyzed. Cox regression models assessed the association between NPS and all-cause mortality, while time-dependent ROC analysis compared its predictive accuracy with FIB-4 and NFS. Mediation analysis explored the role of phenotypic age acceleration (PhenoAgeAccel). RESULTS NPS was significantly associated with all-cause mortality, with each point increase corresponding to a 26 % increased risk (HR = 1.26, 95 % CI: 1.19-1.34). NPS demonstrated comparable predictive performance to FIB-4 and NFS, with further improvement when combined with either score (HRs of 2.03 and 2.11 for NPS + FIB-4 and NPS + NFS, respectively). PhenoAgeAccel mediated 31.5 % of the effect of NPS on mortality. CONCLUSIONS This study found that NPS has the potential to be an independent, cost-effective, and reliable novel prognostic indicator for NAFLD that may complement existing tools and help improve risk stratification and management strategies for NAFLD, thereby preventing adverse outcomes.
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Affiliation(s)
- Yuntao Feng
- Department of Endocrinology and Metabolism, Tongji Hospital, School of Medicine, Tongji University, 200065 Shanghai, China
| | - Wei Xu
- Department of Endocrinology and Metabolism, Tongji Hospital, School of Medicine, Tongji University, 200065 Shanghai, China
| | - Sijing Tang
- Department of Endocrinology and Metabolism, Tongji Hospital, School of Medicine, Tongji University, 200065 Shanghai, China
| | - Zhengqin Ye
- Department of Geriatric Medicine, Tongji Hospital, School of Medicine, Tongji University, 200065 Shanghai, China
| | - Ping Fang
- Department of Endocrinology and Metabolism, Tongji Hospital, School of Medicine, Tongji University, 200065 Shanghai, China
| | - Guzalnur Abdullah
- Department of Endocrinology and Metabolism, Tongji Hospital, School of Medicine, Tongji University, 200065 Shanghai, China
| | - Huanhuan Yang
- Department of Endocrinology and Metabolism, Tongji Hospital, School of Medicine, Tongji University, 200065 Shanghai, China
| | - Dehong Kong
- Department of Endocrinology and Metabolism, Tongji Hospital, School of Medicine, Tongji University, 200065 Shanghai, China
| | - Hemin Huang
- Department of Endocrinology and Metabolism, Tongji Hospital, School of Medicine, Tongji University, 200065 Shanghai, China
| | - Yang Wang
- Department of Endocrinology and Metabolism, Tongji Hospital, School of Medicine, Tongji University, 200065 Shanghai, China
| | - Miao Xuan
- Department of Endocrinology and Metabolism, Tongji Hospital, School of Medicine, Tongji University, 200065 Shanghai, China.
| | - Yun Zhou
- Department of Endocrinology and Metabolism, Tongji Hospital, School of Medicine, Tongji University, 200065 Shanghai, China.
| | - Ying Xue
- Department of Endocrinology and Metabolism, Tongji Hospital, School of Medicine, Tongji University, 200065 Shanghai, China.
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Charatcharoenwitthaya P, Karaketklang K, Aekplakorn W. Impact of metabolic phenotype and alcohol consumption on mortality risk in metabolic dysfunction-associated fatty liver disease: a population-based cohort study. Sci Rep 2024; 14:12663. [PMID: 38830939 PMCID: PMC11148152 DOI: 10.1038/s41598-024-63453-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Accepted: 05/29/2024] [Indexed: 06/05/2024] Open
Abstract
Patients with metabolic dysfunction-associated fatty liver disease (MAFLD) often present with concomitant metabolic dysregulation and alcohol consumption, potentially leading to distinct clinical outcomes. We analyzed data from 8043 participants with MAFLD in the Thai National Health Examination Survey with linked mortality records. According to the MAFLD criteria, 1432 individuals (17.2%) were categorized as having the diabetes phenotype, 5894 (71.0%) as the overweight/obesity phenotype, and 978 (11.8%) as the lean metabolic phenotype. Over 71,145 person-years, 916 participants died. Using Cox proportional hazard models adjusting for physiological, lifestyle, and comorbid factors, both diabetes (adjusted hazards ratio [aHR] 1.59, 95% CI 1.18-2.13) and lean metabolic phenotypes (aHR 1.28, 95% CI 1.01-1.64) exhibited significantly higher mortality risk compared to the overweight/obesity phenotype. A J-shaped relationship was observed between daily alcohol consumption and the risk of all-cause mortality. Daily alcohol intake exceeding 50 g for women and 60 g for men increased the all-cause mortality risk among MAFLD individuals with the lean metabolic phenotype (aHR 3.39, 95% CI 1.02-11.29). Our study found that metabolic phenotype and alcohol consumption have interactive effects on the risk of all-cause mortality in patients with MAFLD, indicating that evaluating both factors is crucial for determining prognostic outcomes and management strategies.
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Affiliation(s)
- Phunchai Charatcharoenwitthaya
- Division of Gastroenterology, Department of Medicine, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, 10700, Thailand.
| | - Khemajira Karaketklang
- Division of Gastroenterology, Department of Medicine, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, 10700, Thailand
| | - Wichai Aekplakorn
- Department of Community Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand.
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10
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Alvares-da-Silva MR, Ivancovsky-Wajcman D, Oliveira CP, Rabie S, Longo L, Uribe-Cruz C, Yoshimura SM, Joveleviths D, Ben-Yehoyada M, Grinshpan LS, Shibolet O, Kariv R, Zelber-Sagi S. High red meat consumption among PNPLA3 polymorphism carriers is associated with NAFLD in a multi-center cross-sectional study. Eur J Clin Nutr 2024; 78:442-448. [PMID: 38403728 DOI: 10.1038/s41430-024-01416-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2023] [Revised: 02/10/2024] [Accepted: 02/14/2024] [Indexed: 02/27/2024]
Abstract
BACKGROUND & AIM Patatin-like phospholipase domain-containing 3 gene (PNPLA3) polymorphism has been implicated in susceptibility to non-alcoholic fatty liver disease (NAFLD), with evidence for potential interaction with nutrition. However, the combination of meat consumption with genetic polymorphism has not been tested. Therefore, this study aims to test the association between the joint presence of PNPLA3 rs738409 G-allele with high meat consumption and NAFLD in populations with diverse meat consumption. METHODS A cross-sectional study among Israeli screening and Brazilian primary healthcare populations. Food consumption was assessed by a food-frequency questionnaire. PNPLA3 polymorphism was defined as homozygous (GG) or heterozygous (GC). Inconclusive/probable NAFLD was defined as a fatty liver index (FLI) ≥ 30 and probable NAFLD as FLI ≥ 60. RESULTS The sample included 511 subjects from the screening and primary healthcare populations (n = 213 and n = 298, respectively). Genetic polymorphism (homozygous GG or heterozygous GC) combined with high consumption of total meat, red and/or processed meat, unprocessed red meat, and processed meat was associated with the highest odds for inconclusive/probable NAFLD (OR = 2.75, 95%CI 1.27-5.97, p = 0.011; OR = 3.24, 1.43-7.34, p = 0.005; OR = 2.92, 1.32-6.47, p = 0.008; OR = 3.16, 1.46-6.83, p = 0.003, respectively), adjusting for age, gender, BMI, alcohol consumption, carbohydrate, and saturated fat intake. In addition, genetic polymorphism combined with high processed meat consumption was associated with the highest odds for probable NAFLD (OR = 2.40, 95%CI 1.04-5.56, p = 0.040). CONCLUSIONS High red meat intake may confer a greater risk for NAFLD among PNPLA3 polymorphism carriers. Prospective studies are needed to confirm these findings and consider minimizing red and processed meat consumption among PNPLA3 polymorphism carriers.
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Affiliation(s)
- Mario Reis Alvares-da-Silva
- GI/Liver Unit, Hospital de Clinicas de Porto Alegre, School of Medicine, Universidade Federal do Rio Grande do Sul, Rua Ramiro Barcelos, 2350, Porto Alegre, 90035-903, Brazil
- CNPq researcher, Brasília, Brazil
| | | | - Claudia P Oliveira
- CNPq researcher, Brasília, Brazil
- Division of Clinical Gastroenterology and Hepatology (LIM-07), Hospital das Clinicas, Department of Gastroenterology, University of São Paulo School of Medicine, Av. Dr. Arnaldo 455, 3115, Cerqueira Cesar, 01246-903, Sao Paulo, Brazil
| | - Soheyla Rabie
- GI/Liver Unit, Hospital de Clinicas de Porto Alegre, School of Medicine, Universidade Federal do Rio Grande do Sul, Rua Ramiro Barcelos, 2350, Porto Alegre, 90035-903, Brazil
| | - Larisse Longo
- GI/Liver Unit, Hospital de Clinicas de Porto Alegre, School of Medicine, Universidade Federal do Rio Grande do Sul, Rua Ramiro Barcelos, 2350, Porto Alegre, 90035-903, Brazil
| | - Carolina Uribe-Cruz
- GI/Liver Unit, Hospital de Clinicas de Porto Alegre, School of Medicine, Universidade Federal do Rio Grande do Sul, Rua Ramiro Barcelos, 2350, Porto Alegre, 90035-903, Brazil
| | - Silvia Massami Yoshimura
- Division of Clinical Gastroenterology and Hepatology (LIM-07), Hospital das Clinicas, Department of Gastroenterology, University of São Paulo School of Medicine, Av. Dr. Arnaldo 455, 3115, Cerqueira Cesar, 01246-903, Sao Paulo, Brazil
| | - Dvora Joveleviths
- GI/Liver Unit, Hospital de Clinicas de Porto Alegre, School of Medicine, Universidade Federal do Rio Grande do Sul, Rua Ramiro Barcelos, 2350, Porto Alegre, 90035-903, Brazil
| | - Merav Ben-Yehoyada
- Department of Gastroenterology Tel-Aviv Medical Center, 6 Weizman St., Tel-Aviv, 6423906, Israel
| | - Laura Sol Grinshpan
- School of Public Health, University of Haifa, 199 Aba Khoushy Ave., Haifa, 3498838, Israel
| | - Oren Shibolet
- Department of Gastroenterology Tel-Aviv Medical Center, 6 Weizman St., Tel-Aviv, 6423906, Israel
- Sackler Faculty of Medicine, Tel-Aviv University, 30 Haim Lebanon St., Tel-Aviv, 6139601, Israel
| | - Revital Kariv
- Department of Gastroenterology Tel-Aviv Medical Center, 6 Weizman St., Tel-Aviv, 6423906, Israel
- Sackler Faculty of Medicine, Tel-Aviv University, 30 Haim Lebanon St., Tel-Aviv, 6139601, Israel
| | - Shira Zelber-Sagi
- School of Public Health, University of Haifa, 199 Aba Khoushy Ave., Haifa, 3498838, Israel.
- Department of Gastroenterology Tel-Aviv Medical Center, 6 Weizman St., Tel-Aviv, 6423906, Israel.
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Lee HH, Ro H, Jung JY, Chang JH, Chung W, Kim AJ. The Fatty Liver Index's Association with Incident Chronic Kidney Disease in Korean Middle-Aged Adults: A Community-Based Cohort Study. J Clin Med 2024; 13:1616. [PMID: 38541842 PMCID: PMC10971018 DOI: 10.3390/jcm13061616] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Revised: 03/08/2024] [Accepted: 03/09/2024] [Indexed: 01/03/2025] Open
Abstract
(1) Background: The relationship between nonalcoholic fatty liver disease (NAFLD) and incident chronic kidney disease (CKD) is unclear, and long-term follow-up data are limited. Therefore, this study aimed to evaluate whether NAFLD, as assessed by the fatty liver index (FLI), could predict the development of CKD in a community-based Korean cohort over 16 years. (2) Methods: Among the 10,030 total participants, 7778 patients without CKD were selected from the Korean Genome and Epidemiology Study (KoGES). The FLI grade ranged from 0 to 100 and was divided into three groups: low (FLI, <30), intermediate (FLI, 30-59), and high (FLI, ≥60). An estimated glomerular filtration rate (eGFR) of <60 mL/min/1.73 m2 or the development of proteinuria was considered to indicate incident CKD. (3) Results: During the 16-year follow-up period, 919 individuals (11.8%) developed CKD. The HRs of incident CKD in the intermediate FLI group (30-59) and high FLI group (≥60) increased compared with the reference low FLI group (<30) after adjusting for potentially confounding variables. NAFLD, as assessed by the FLI, was an independent risk factor for CKD. (4) Conclusions: Our findings suggest that the FLI, a simple surrogate biomarker of fatty liver disease, may be used to identify people at high risk of incident CKD in clinical practice.
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Affiliation(s)
- Hyun Hee Lee
- Division of Nephrology, Department of Internal Medicine, Gachon University Gil Medical Center, Incheon 21565, Republic of Korea
- Department of Internal Medicine, Gachon University College of Medicine, Incheon 21565, Republic of Korea
| | - Han Ro
- Division of Nephrology, Department of Internal Medicine, Gachon University Gil Medical Center, Incheon 21565, Republic of Korea
- Department of Internal Medicine, Gachon University College of Medicine, Incheon 21565, Republic of Korea
| | - Ji Yong Jung
- Division of Nephrology, Department of Internal Medicine, Gachon University Gil Medical Center, Incheon 21565, Republic of Korea
- Department of Internal Medicine, Gachon University College of Medicine, Incheon 21565, Republic of Korea
| | - Jae Hyun Chang
- Division of Nephrology, Department of Internal Medicine, Gachon University Gil Medical Center, Incheon 21565, Republic of Korea
- Department of Internal Medicine, Gachon University College of Medicine, Incheon 21565, Republic of Korea
| | - Wookyung Chung
- Division of Nephrology, Department of Internal Medicine, Gachon University Gil Medical Center, Incheon 21565, Republic of Korea
- Department of Internal Medicine, Gachon University College of Medicine, Incheon 21565, Republic of Korea
| | - Ae Jin Kim
- Division of Nephrology, Department of Internal Medicine, Gachon University Gil Medical Center, Incheon 21565, Republic of Korea
- Department of Internal Medicine, Gachon University College of Medicine, Incheon 21565, Republic of Korea
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12
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Kim KS, Hong S, Han K, Park CY. Association of non-alcoholic fatty liver disease with cardiovascular disease and all cause death in patients with type 2 diabetes mellitus: nationwide population based study. BMJ 2024; 384:e076388. [PMID: 38350680 PMCID: PMC10862140 DOI: 10.1136/bmj-2023-076388] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/02/2024] [Indexed: 02/15/2024]
Abstract
OBJECTIVE To investigate the risk of non-alcoholic fatty liver disease (NAFLD) for cardiovascular disease and all cause death in patients with type 2 diabetes mellitus (T2DM). DESIGN Nationwide population based study. SETTING Longitudinal cohort study in Korea. PARTICIPANTS 7 796 763 participants in the National Health Screening Programme in 2009 were divided into three groups based on NAFLD status: no NAFLD (fatty liver index<30); grade 1 NAFLD (30≤fatty liver index<60); and grade 2 NAFLD (fatty liver index≥60). Median follow-up was 8.13 years. MAIN OUTCOME MEASURES The primary outcome was incident cardiovascular disease (myocardial infarction, ischaemic stroke) or all cause death. RESULTS Of 7 796 763 participants, 6.49% (n=505 763) had T2DM. More patients with T2DM had grade 1 NAFLD (34.06%) and grade 2 NAFLD (26.73%) than those without T2DM (grade 1 NAFLD: 21.20%; grade 2 NAFLD: 10.02%). The incidence rate (per 1000 person years) of cardiovascular disease and all cause death increased in the order of no NAFLD, grade 1 NAFLD, and grade 2 NAFLD, and the incidence rates in patients with T2DM were higher than those in patients without T2DM. The five year absolute risk for cardiovascular disease and all cause death increased in the order of no NAFLD, grade 1 NAFLD, and grade 2 NAFLD in patients without and with T2DM (no NAFLD, without T2DM: 1.03, 95% confidence interval 1.02 to 1.04, and 1.25, 1.24 to 1.26, respectively; grade 1 NAFLD, without T2DM: 1.23, 1.22 to 1.25, and 1.50, 1.48 to 1.51, respectively; grade 2 NAFLD, without T2DM: 1.42, 1.40 to 1.45, and 2.09, 2.06 to 2.12, respectively; no NAFLD, with T2DM: 3.34, 3.27 to 3.41, and 3.68, 3.61 to 3.74, respectively; grade 1 NAFLD, with T2DM: 3.94, 3.87 to 4.02, and 4.25, 4.18 to 4.33, respectively; grade 2 NAFLD, with T2DM: 4.66, 4.54 to 4.78, and 5.91, 5.78 to 6.05, respectively). Patients with T2DM and without NAFLD had a higher five year absolute risk for cardiovascular disease and all cause death than those without T2DM and with grade 2 NAFLD. Risk differences for cardiovascular disease and all cause death between no NAFLD and grade 1 or grade 2 NAFLD were higher in patients with T2DM than in those without T2DM. CONCLUSIONS NAFLD in patients with T2DM seems to be associated with a higher risk of cardiovascular disease and all cause death, even in patients with mild NAFLD. Risk differences for cardiovascular disease and all cause death between the no NAFLD group and the grade 1 or grade 2 NAFLD groups were higher in patients with T2DM than in those without T2DM.
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Affiliation(s)
- Kyung-Soo Kim
- Department of Internal Medicine, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Republic of Korea
| | - Sangmo Hong
- Department of Internal Medicine, Hanyang University Guri Hospital, Hanyang University College of Medicine, Guri, Republic of Korea
| | - Kyungdo Han
- Department of Statistics and Actuarial Science, Soongsil University, Seoul, Republic of Korea
| | - Cheol-Young Park
- Department of Internal Medicine, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
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Huang Q, Tan X, Wu Q, Zhao H, Chen H, Yu X, Wang J, Huang X, Huang Y, Wei J, Wu F, Zhu H, Wang L. Lipid accumulation product is a valid predictor of hepatic steatosis and nonalcoholic fatty liver disease. Biomark Med 2024; 18:123-135. [PMID: 38456353 DOI: 10.2217/bmm-2023-0725] [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] [Indexed: 03/09/2024] Open
Abstract
Aims: To evaluate and compare lipid accumulation product (LAP) with alanine aminotransferase (ALT), aspartate aminotransferase (AST), visceral adiposity index (VAI) and triglyceride-glucose index (TyG) as biomarkers for hepatic steatosis and nonalcoholic fatty liver disease (NAFLD). Methods: LAP, ALT, AST, VAI and TyG were measured in 52 biopsy-proven NAFLD patients and 21 control subjects. Additionally, LAP was also measured in 448 ultrasound-proven NAFLD patients and 1009 control subjects. Results: LAP was positively associated with hepatic steatosis and inflammation in biopsy-proven NAFLD. The risk of NAFLD was positively related to LAP and TyG, but LAP showed a better area under the receiver operating characteristic curve for hepatic steatosis and NAFLD. LAP also performed well in recognizing ultrasound-proven NAFLD. Conclusion: LAP is an ideal biomarker of hepatic steatosis and NAFLD.
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Affiliation(s)
- Qiaoli Huang
- Department of Nutrition, School of Medicine, Jinan University, Guangzhou, 510632, People's Republic of China
| | - Xuying Tan
- Department of Children Healthcare, Guangzhou Women & Children's Medical Center, Guangzhou Medical University, Guangzhou, 510623, People's Republic of China
| | - Qiongmei Wu
- Department of Nutrition, School of Medicine, Jinan University, Guangzhou, 510632, People's Republic of China
| | - Hanqing Zhao
- Department of Nutrition, School of Medicine, Jinan University, Guangzhou, 510632, People's Republic of China
| | - Hangjun Chen
- Department of Nutrition, School of Medicine, Jinan University, Guangzhou, 510632, People's Republic of China
| | - Xinxue Yu
- Department of Nutrition, School of Medicine, Jinan University, Guangzhou, 510632, People's Republic of China
| | - Jinting Wang
- Department of Nutrition, School of Medicine, Jinan University, Guangzhou, 510632, People's Republic of China
| | - Xueyi Huang
- Department of Nutrition, School of Medicine, Jinan University, Guangzhou, 510632, People's Republic of China
| | - Yurong Huang
- Department of Nutrition, School of Medicine, Jinan University, Guangzhou, 510632, People's Republic of China
| | - Jun Wei
- Department of Science & Technology, Guangzhou Customs, Guangzhou, 510623, People's Republic of China
| | - Feng Wu
- Department of Science & Technology, Guangzhou Customs, Guangzhou, 510623, People's Republic of China
| | - Huilian Zhu
- Department of Nutrition, School of Public Health, Sun Yat-Sen University, Guangzhou, 510080, People's Re-public of China
| | - Lijun Wang
- Department of Nutrition, School of Medicine, Jinan University, Guangzhou, 510632, People's Republic of China
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Tidwell J, Wu GY. Unique Genetic Features of Lean NAFLD: A Review of Mechanisms and Clinical Implications. J Clin Transl Hepatol 2024; 12:70-78. [PMID: 38250459 PMCID: PMC10794266 DOI: 10.14218/jcth.2023.00252] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Revised: 07/11/2023] [Accepted: 08/04/2023] [Indexed: 01/23/2024] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) affects 25% of the global population. About 20% have a normal body mass index (BMI) and a variant known as lean NAFLD. Unlike typical NAFLD cases associated with obesity and diabetes, lean NAFLD causes liver disease by mechanisms not related to excess weight or insulin resistance. Genetic disorders are among the major factors in developing lean NAFLD, and genome-wide association studies have identified several genes associated with the condition. This review aims to increase awareness by describing the genetic markers linked to NAFLD and the defects involved in developing lean NAFLD.
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Affiliation(s)
- Jasmine Tidwell
- Department of Medicine, University of Connecticut Health Center, Farmington, CT, USA
| | - George Y. Wu
- Department of Medicine, University of Connecticut Health Center, Farmington, CT, USA
- Division of Gastroenterology-Hepatology, University of Connecticut Health Center, Farmington, CT, USA
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15
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Wang T, Xi Y, Raji A, Crutchlow M, Fernandes G, Engel SS, Zhang X. Overall and subgroup prevalence of non-alcoholic fatty liver disease and prevalence of advanced fibrosis in the United States: An updated national estimate in National Health and Nutrition Examination Survey (NHANES) 2011-2018. Ann Hepatol 2024; 29:101154. [PMID: 37742743 DOI: 10.1016/j.aohep.2023.101154] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Revised: 08/07/2023] [Accepted: 09/09/2023] [Indexed: 09/26/2023]
Abstract
INTRODUCTION AND OBJECTIVES Data on the prevalence of non-alcoholic fatty liver disease (NAFLD) in subgroups of the United States (US) population are limited. This study was conducted to estimate NAFLD prevalence overall and by subgroups, and prevalence of NAFLD with advanced fibrosis. MATERIALS AND METHODS Using the National Health and Nutrition Examination Survey (NHANES) 2011-2018 data, a cross-sectional study was conducted. NAFLD was defined as having a US Fatty Liver Index (USFLI) ≥ 30 in the absence of other causes of liver disease, including excessive alcohol intake, chronic hepatitis B, and chronic hepatitis C. Likelihood for having advanced fibrosis was determined by the calculated NAFLD fibrosis score (NFS; high ≥ 0.676; low < -1.445) and fibrosis-4 index (FIB-4; high ≥ 2.67; low < 1.30). RESULTS The weighted national prevalence of NAFLD in US adults was 26.7% (95% confidence interval: 25.3%-28.1%). Prevalence was higher among those aged ≥ 65 years, males, Mexican Americans, with BMI ≥ 35 kg/m2 (class 2 and 3 obesity) and with type 2 diabetes (T2D). Of those meeting the USFLI criterion for NAFLD, 18.1% and 3.7% were determined as having a high probability of advanced fibrosis based on NFS ≥ 0.676 and FIB-4 ≥ 2.67 cut-off values, respectively. CONCLUSIONS This study supports an increased prevalence of NAFLD in specific subpopulations (aged ≥ 65 years, males, Mexican Americans, obese population, and patients with T2D). The observed difference in the prevalence of advanced fibrosis as estimated by NFS and FIB-4 highlights the challenge of choosing optimal cut-off values.
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Affiliation(s)
| | - Yuzhi Xi
- University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Annaswamy Raji
- Global Clinical Development, Merck & Co., Inc., Rahway, NJ, USA
| | | | - Gail Fernandes
- Center for Observational and Real-World Evidence, Merck & Co., Inc., Rahway, NJ, USA
| | - Samuel S Engel
- Global Clinical Development, Merck & Co., Inc., Rahway, NJ, USA
| | - Xiao Zhang
- Epidemiology, Merck & Co., Inc., Rahway, NJ, USA.
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Bril F. Nonalcoholic fatty liver disease: What comes before and what are the consequences? CHRONIC COMPLICATIONS OF DIABETES MELLITUS 2024:185-206. [DOI: 10.1016/b978-0-323-88426-6.00017-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
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17
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Toshima T, Rhu J, Yoon YI, Ito T, Uchida H, Hong SK, Reddy MS, Yoshizumi T, Kim JM, Lee SG, Ikegami T, Lee KW. Aborted living-donor liver transplantation in the real-world setting, lessons from 13 937 cases of Vanguard Multi-center Study of International Living Donor Liver Transplantation Group. Am J Transplant 2024; 24:57-69. [PMID: 37517556 DOI: 10.1016/j.ajt.2023.07.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 06/05/2023] [Accepted: 07/22/2023] [Indexed: 08/01/2023]
Abstract
There are exceedingly uncommon but clearly defined situations where intraoperative abortions are inevitable in living-donor liver transplantation (LDLT). This study aimed to summarize the cases of aborted LDLT and propose a strategy to prevent abortion or minimize donor damage from both recipient and donor sides. We collected data from a total of 43 cases of aborted LDLT out of 13 937 cases from 7 high-volume hospitals in the Vanguard Multi-center Study of the International Living Donor Liver Transplantation Group and reviewed it retrospectively. Of the 43 cases, there were 24 recipient-related abortion cases and 19 donor-related cases. Recipient-related abortions included pulmonary hypertension (n = 8), hemodynamic instability (n = 6), advanced hepatocellular carcinoma (n = 5), bowel necrosis (n = 4), and severe adhesion (n = 1). Donor-related abortions included graft steatosis (n = 7), graft fibrosis (n = 5), primary biliary cholangitis (n = 3), anaphylactic shock (n = 2), and hemodynamic instability (n = 2). Total incidence of aborted LDLT was 0.31%, and there was no remarkable difference between the centers. A strategy to minimize additional donor damage by delaying the donor's laparotomy or trying to open the recipient's abdomen with a small incision should be effective in preventing some causes of aborted LDLT, such as pulmonary hypertension, advanced cancer, and severe adhesions.
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Affiliation(s)
- Takeo Toshima
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Jinsoo Rhu
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea
| | - Young-In Yoon
- Division of Hepatobiliary Surgery and Liver Transplantation, Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Takashi Ito
- Department of Surgery, Division of Hepato-Biliary-Pancreatic Surgery and Transplantation, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Hajime Uchida
- Organ Transplantation Center, National Center for Child Health and Development, Tokyo, Japan
| | - Suk Kyun Hong
- Department of Surgery, Seoul National University College of Medicine, Seoul, South Korea
| | - Mettu Srinivas Reddy
- Institute of Liver Disease and Transplantation, Gleneagles Global Health City, Chennai, India
| | - Tomoharu Yoshizumi
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Jong Man Kim
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea.
| | - Sung-Gyu Lee
- Division of Hepatobiliary Surgery and Liver Transplantation, Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Toru Ikegami
- Department of Surgery, Division of Hepatobiliary and Pancreas Surgery, The Jikei University School of Medicine, Tokyo, Japan
| | - Kwang-Woong Lee
- Department of Surgery, Seoul National University College of Medicine, Seoul, South Korea.
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Liu L, Lin J, Liu L, Gao J, Xu G, Yin M, Liu X, Wu A, Zhu J. Automated machine learning models for nonalcoholic fatty liver disease assessed by controlled attenuation parameter from the NHANES 2017-2020. Digit Health 2024; 10:20552076241272535. [PMID: 39119551 PMCID: PMC11307367 DOI: 10.1177/20552076241272535] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Accepted: 07/09/2024] [Indexed: 08/10/2024] Open
Abstract
Background Nonalcoholic fatty liver disease (NAFLD) is recognized as one of the most common chronic liver diseases worldwide. This study aims to assess the efficacy of automated machine learning (AutoML) in the identification of NAFLD using a population-based cross-sectional database. Methods All data, including laboratory examinations, anthropometric measurements, and demographic variables, were obtained from the National Health and Nutrition Examination Survey (NHANES). NAFLD was defined by controlled attenuation parameter (CAP) in liver transient ultrasound elastography. The least absolute shrinkage and selection operator (LASSO) regression analysis was employed for feature selection. Six algorithms were utilized on the H2O-automated machine learning platform: Gradient Boosting Machine (GBM), Distributed Random Forest (DRF), Extremely Randomized Trees (XRT), Generalized Linear Model (GLM), eXtreme Gradient Boosting (XGBoost), and Deep Learning (DL). These algorithms were selected for their diverse strengths, including their ability to handle complex, non-linear relationships, provide high predictive accuracy, and ensure interpretability. The models were evaluated by area under receiver operating characteristic curves (AUC) and interpreted by the calibration curve, the decision curve analysis, variable importance plot, SHapley Additive exPlanation plot, partial dependence plots, and local interpretable model agnostic explanation plot. Results A total of 4177 participants (non-NAFLD 3167 vs NAFLD 1010) were included to develop and validate the AutoML models. The model developed by XGBoost performed better than other models in AutoML, achieving an AUC of 0.859, an accuracy of 0.795, a sensitivity of 0.773, and a specificity of 0.802 on the validation set. Conclusions We developed an XGBoost model to better evaluate the presence of NAFLD. Based on the XGBoost model, we created an R Shiny web-based application named Shiny NAFLD (http://39.101.122.171:3838/App2/). This application demonstrates the potential of AutoML in clinical research and practice, offering a promising tool for the real-world identification of NAFLD.
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Affiliation(s)
- Lihe Liu
- Department of Gastroenterology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Jiaxi Lin
- Department of Gastroenterology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Lu Liu
- Department of Gastroenterology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Jingwen Gao
- Department of Gastroenterology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Guoting Xu
- Department of Gastroenterology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Minyue Yin
- Department of Gastroenterology, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Xiaolin Liu
- Department of Gastroenterology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Airong Wu
- Department of Gastroenterology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Jinzhou Zhu
- Department of Gastroenterology, The First Affiliated Hospital of Soochow University, Suzhou, China
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19
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Ho B, Thompson A, Jorgensen AL, Pirmohamed M. Role of fatty liver index in risk-stratifying comorbid disease outcomes in non-alcoholic fatty liver disease. JHEP Rep 2023; 5:100896. [PMID: 37928746 PMCID: PMC10624587 DOI: 10.1016/j.jhepr.2023.100896] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Revised: 07/03/2023] [Accepted: 08/03/2023] [Indexed: 11/07/2023] Open
Abstract
Background & Aims Population screening for non-alcoholic fatty liver disease (NAFLD) and associated comorbidities remains an unaddressed clinical need. We aimed to assess the utility of the fatty liver index (FLI) for risk stratification of NAFLD and related comorbidities using the UK Biobank. Methods Electronic health records and liver MRI-proton density fat fraction (PDFF) were used to define NAFLD cases. FLI was calculated and individuals with high alcohol intake and other liver diseases were excluded. Using listwise deletion analysis, the area under receiver-operating characteristic curve (AUROC) of FLI for NAFLD risk was determined. Thereafter, time-dependent covariate-adjusted Cox regression models were used to estimate FLI's risk stratification potential for comorbidities of interest. Results FLI was derived for 327,800 individuals with a median age of 58 (IQR 51.5-64.5), of whom 59.8% were females. Using Perspectum Diagnostics and AMRA protocols as references, FLI identified the risk of NAFLD with AUROCs (95% CI, n) of 0.858 (0.848-0.867, n = 7,566) and 0.851 (0.844-0.856, n = 10,777), respectively. Intermediate and high-risk FLI was associated with increased cardiometabolic and malignant disease. In the first 3 years, high-risk FLI conferred an increased risk (adjusted hazard ratio, 95% CI) of ischaemic heart disease (2.14, 1.94-2.36), hypertension (2.84, 2.70-2.98), type 2 diabetes mellitus (4.55, 4.04-5.12), dyslipidaemia (2.48, 2.32-2.64), ischaemic stroke (1.31, 1.20-1.42) and hepatic malignancy (1.69, 1.23-2.30). FLI was not associated with risk of extrahepatic malignancy but was associated with a higher risk of specific cancers (colon, upper gastrointestinal and breast). All-cause mortality was similarly stratified by FLI, independently of non-invasive fibrosis scores. Conclusions FLI identifies NAFLD and holds potential for the risk stratification of cardiometabolic and malignant disease outcomes (including some extrahepatic malignancies), as well as all-cause mortality. Its use in population screening for primary and secondary prevention of NAFLD should be considered. Impact and implications Our analysis using the UK Biobank study shows the potential of the fatty liver index as a risk stratification tool for identifying the risk of developing NAFLD, ischaemic heart disease, ischaemic stroke, type 2 diabetes mellitus, hypertension, hyperlipidaemia, hepatic malignancy, specific metabolism-related malignancies and all-cause mortality. These results suggest that the fatty liver index should be considered as a non-invasive steatosis score that may help guide primary prevention strategies for NAFLD and related outcomes.
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Affiliation(s)
- Brian Ho
- Wolfson Centre for Personalised Medicine, Institute of Translational Medicine, University of Liverpool, Liverpool, UK
- Department of Pharmacology and Therapeutics, Institute of Translational Medicine, University of Liverpool, Liverpool, UK
| | - Andrew Thompson
- Wolfson Centre for Personalised Medicine, Institute of Translational Medicine, University of Liverpool, Liverpool, UK
- Department of Pharmacology and Therapeutics, Institute of Translational Medicine, University of Liverpool, Liverpool, UK
- Health Analytics, Lane Clark & Peacock LLP, London, UK
| | - Andrea L Jorgensen
- Biostatistics, Institute of Translational Medicine, University of Liverpool, Liverpool, UK
| | - Munir Pirmohamed
- Wolfson Centre for Personalised Medicine, Institute of Translational Medicine, University of Liverpool, Liverpool, UK
- Department of Pharmacology and Therapeutics, Institute of Translational Medicine, University of Liverpool, Liverpool, UK
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20
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Reinshagen M, Kabisch S, Pfeiffer AF, Spranger J. Liver Fat Scores for Noninvasive Diagnosis and Monitoring of Nonalcoholic Fatty Liver Disease in Epidemiological and Clinical Studies. J Clin Transl Hepatol 2023; 11:1212-1227. [PMID: 37577225 PMCID: PMC10412706 DOI: 10.14218/jcth.2022.00019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Revised: 12/16/2022] [Accepted: 03/21/2023] [Indexed: 07/03/2023] Open
Abstract
Nonalcoholic fatty liver disease (NAFLD) is strongly associated with the metabolic syndrome and type 2 diabetes and independently contributes to long-term complications. Being often asymptomatic but reversible, it would require population-wide screening, but direct diagnostics are either too invasive (liver biopsy), costly (MRI) or depending on the examiner's expertise (ultrasonography). Hepatosteatosis is usually accommodated by features of the metabolic syndrome (e.g. obesity, disturbances in triglyceride and glucose metabolism), and signs of hepatocellular damage, all of which are reflected by biomarkers, which poorly predict NAFLD as single item, but provide a cheap diagnostic alternative when integrated into composite liver fat indices. Fatty liver index, NAFLD LFS, and hepatic steatosis index are common and accurate indices for NAFLD prediction, but show limited accuracy for liver fat quantification. Other indices are rarely used. Hepatic fibrosis scores are commonly used in clinical practice, but their mandatory reflection of fibrotic reorganization, hepatic injury or systemic sequelae reduces sensitivity for the diagnosis of simple steatosis. Diet-induced liver fat changes are poorly reflected by liver fat indices, depending on the intervention and its specific impact of weight loss on NAFLD. This limited validity in longitudinal settings stimulates research for new equations. Adipokines, hepatokines, markers of cellular integrity, genetic variants but also simple and inexpensive routine parameters might be potential components. Currently, liver fat indices lack precision for NAFLD prediction or monitoring in individual patients, but in large cohorts they may substitute nonexistent imaging data and serve as a compound biomarker of metabolic syndrome and its cardiometabolic sequelae.
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Affiliation(s)
- Mona Reinshagen
- Department of Endocrinology and Metabolism, Campus Benjamin Franklin, Charité University Medicine, Berlin, Germany
- Deutsches Zentrum für Diabetesforschung e.V., Geschäftsstelle am Helmholtz-Zentrum München, Neuherberg, Germany
| | - Stefan Kabisch
- Department of Endocrinology and Metabolism, Campus Benjamin Franklin, Charité University Medicine, Berlin, Germany
- Deutsches Zentrum für Diabetesforschung e.V., Geschäftsstelle am Helmholtz-Zentrum München, Neuherberg, Germany
| | - Andreas F.H. Pfeiffer
- Department of Endocrinology and Metabolism, Campus Benjamin Franklin, Charité University Medicine, Berlin, Germany
- Deutsches Zentrum für Diabetesforschung e.V., Geschäftsstelle am Helmholtz-Zentrum München, Neuherberg, Germany
| | - Joachim Spranger
- Department of Endocrinology and Metabolism, Campus Benjamin Franklin, Charité University Medicine, Berlin, Germany
- Deutsches Zentrum für Diabetesforschung e.V., Geschäftsstelle am Helmholtz-Zentrum München, Neuherberg, Germany
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21
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Cai X, Thorand B, Hohenester S, Prehn C, Cecil A, Adamski J, Zeller T, Dennis A, Banerjee R, Peters A, Yaghootkar H, Nano J. Association of sex hormones and sex hormone-binding globulin with liver fat in men and women: an observational and Mendelian randomization study. Front Endocrinol (Lausanne) 2023; 14:1223162. [PMID: 37900132 PMCID: PMC10611498 DOI: 10.3389/fendo.2023.1223162] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Accepted: 09/11/2023] [Indexed: 10/31/2023] Open
Abstract
Background Sex hormones and sex hormone-binding globulin (SHBG) may play a role in fatty liver development. We sought to examine the association of various endogenous sex hormones, including testosterone (T), and SHBG with liver fat using complementary observational and Mendelian randomization (MR) analyses. Methods The observational analysis included a total of 2,239 participants (mean age 60 years; 35% postmenopausal women) from the population-based KORA study (average follow-up time: 6.5 years). We conducted linear regression analysis to investigate the sex-specific associations of sex hormones and SHBG with liver fat, estimated by fatty liver index (FLI). For MR analyses, we selected genetic variants associated with sex hormones and SHBG and extracted their associations with magnetic resonance imaging measured liver fat from the largest up to date European genome-wide associations studies. Results In the observational analysis, T, dihydrotestosterone (DHT), progesterone and 17α-hydroxyprogesterone (17-OHP) were inversely associated with FLI in men, with beta estimates ranging from -4.23 to -2.30 [p-value <0.001 to 0.003]. Whereas in women, a positive association of free T with FLI (β = 4.17, 95%CI: 1.35, 6.98) was observed. SHBG was inversely associated with FLI across sexes [men: -3.45 (-5.13, -1.78); women: -9.23 (-12.19, -6.28)]. No causal association was found between genetically determined sex hormones and liver fat, but higher genetically determined SHBG was associated with lower liver fat in women (β = -0.36, 95% CI: -0.61, -0.12). Conclusion Our results provide suggestive evidence for a causal association between SHBG and liver fat in women, implicating the protective role of SHBG against liver fat accumulation.
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Affiliation(s)
- Xinting Cai
- Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
- Institute for Medical Information Processing, Biometry, and Epidemiology – IBE, Faculty of Medicine, Ludwig-Maximilians University of Munich, Munich, Germany
- Pettenkofer School of Public Health, Ludwig-Maximilians University of Munich, Munich, Germany
| | - Barbara Thorand
- Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
- Institute for Medical Information Processing, Biometry, and Epidemiology – IBE, Faculty of Medicine, Ludwig-Maximilians University of Munich, Munich, Germany
- German Center for Diabetes Research (DZD), partner site Munich-Neuherberg, Neuherberg, Germany
| | - Simon Hohenester
- Department of Medicine II, University Hospital, Ludwig-Maximilians University of Munich, Munich, Germany
| | - Cornelia Prehn
- Core Facility Metabolomics and Proteomics, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
| | - Alexander Cecil
- Core Facility Metabolomics and Proteomics, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
| | - Jerzy Adamski
- Institute of Experimental Genetics, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
- Department of Biochemistry, Yong Loo Lin School of Medicine, National University of Singapore, Queenstown, Singapore
- Institute of Biochemistry, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Tanja Zeller
- University Center of Cardiovascular Science, University Heart and Vascular Center Hamburg, Hamburg, Germany
- Clinic of Cardiology, University Heart and Vascular Center Hamburg, Hamburg, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Hamburg/Kiel/Lübeck, Hamburg, Germany
| | | | | | - Annette Peters
- Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
- Institute for Medical Information Processing, Biometry, and Epidemiology – IBE, Faculty of Medicine, Ludwig-Maximilians University of Munich, Munich, Germany
- German Center for Diabetes Research (DZD), partner site Munich-Neuherberg, Neuherberg, Germany
- German Center for Cardiovascular Disease Research (DZHK), partner site Munich Heart Alliance, Munich, Germany
| | - Hanieh Yaghootkar
- College of Health and Science, University of Lincoln, Joseph Banks Laboratories, Green Lane, Lincoln, Lincolnshire, United Kingdom
| | - Jana Nano
- Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
- Institute for Medical Information Processing, Biometry, and Epidemiology – IBE, Faculty of Medicine, Ludwig-Maximilians University of Munich, Munich, Germany
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22
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Meyer G, Gruendl M, Chifu I, Hahner S, Werner J, Weiß J, Kienitz T, Quinkler M, Badenhoop K, Herrmann E, Friedrich-Rust M, Bojunga J. Glucocorticoid Replacement for Adrenal Insufficiency and the Development of Non-Alcoholic Fatty Liver Disease. J Clin Med 2023; 12:6392. [PMID: 37835036 PMCID: PMC10573835 DOI: 10.3390/jcm12196392] [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: 08/10/2023] [Revised: 09/18/2023] [Accepted: 10/05/2023] [Indexed: 10/15/2023] Open
Abstract
Glucocorticoid excess is a known risk factor for non-alcoholic fatty liver disease (NAFLD). Our objective was to analyse the impact of glucocorticoid replacement therapy on the development of NAFLD and NAFLD-related fibrosis and, therefore, on cardiovascular as well as hepatic morbidity in patients with adrenal insufficiency. Two hundred and fifteen individuals with primary (n = 111) or secondary (n = 104) adrenal insufficiency were investigated for hepatic steatosis and fibrosis using the fatty liver index (FLI), NAFLD fibrosis score (NAFLD-FS), Fibrosis-4 Index (FiB-4) plus sonographic transient elastography. Results were correlated with glucocorticoid doses and cardiometabolic risk parameters. The median dose of hydrocortisone equivalent was 20 mg daily, with a median therapy duration of 15 years. The presence and grade of hepatic steatosis and fibrosis were significantly correlated with cardiometabolic risk factors. We could not find any significant correlations between single, daily or cumulative doses of glucocorticoids and the grade of liver steatosis, nor with fibrosis measured via validated sonographic techniques. In patients with adrenal insufficiency, glucocorticoid replacement within a physiological range of 15-25 mg hydrocortisone equivalent per day does not appear to pose an additional risk for the development of NAFLD, subsequent liver fibrosis, or the cardiovascular morbidity associated with these conditions.
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Affiliation(s)
- Gesine Meyer
- Division of Endocrinology, Medical Clinic 1, University Hospital, Goethe University Frankfurt, 60590 Frankfurt, Germany (J.B.)
| | - Madeleine Gruendl
- Division of Endocrinology, Medical Clinic 1, University Hospital, Goethe University Frankfurt, 60590 Frankfurt, Germany (J.B.)
| | - Irina Chifu
- Endocrinology and Diabetes Unit, Department of Medicine I, University Hospital Wuerzburg, 97080 Wuerzburg, Germany
| | - Stefanie Hahner
- Endocrinology and Diabetes Unit, Department of Medicine I, University Hospital Wuerzburg, 97080 Wuerzburg, Germany
| | - Johanna Werner
- Endocrinology and Diabetes Unit, Department of Medicine I, University Hospital Wuerzburg, 97080 Wuerzburg, Germany
| | - Johannes Weiß
- Division of Hepatology, Department of Medicine II, University Hospital Wuerzburg, 97080 Wuerzburg, Germany
| | - Tina Kienitz
- Endocrinology in Charlottenburg, 10627 Berlin, Germany
| | | | - Klaus Badenhoop
- Division of Endocrinology, Medical Clinic 1, University Hospital, Goethe University Frankfurt, 60590 Frankfurt, Germany (J.B.)
| | - Eva Herrmann
- Institut for Biostatistics and Mathematic Modelling, Goethe University Frankfurt, 60590 Frankfurt, Germany
| | - Mireen Friedrich-Rust
- Division of Hepatology, Medical Clinic 1, University Hospital, Goethe University Frankfurt, 60590 Frankfurt, Germany
| | - Joerg Bojunga
- Division of Endocrinology, Medical Clinic 1, University Hospital, Goethe University Frankfurt, 60590 Frankfurt, Germany (J.B.)
- Division of Hepatology, Medical Clinic 1, University Hospital, Goethe University Frankfurt, 60590 Frankfurt, Germany
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23
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Huang S, Shi K, Li Y, Wang J, Jiang L, Gao Y, Yan WF, Shen LT, Yang ZG. Effect of Metabolic Dysfunction-Associated Fatty Liver Disease on Left Ventricular Deformation and Atrioventricular Coupling in Patients With Metabolic Syndrome Assessed by MRI. J Magn Reson Imaging 2023; 58:1098-1107. [PMID: 36591962 DOI: 10.1002/jmri.28588] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2022] [Revised: 12/22/2022] [Accepted: 12/23/2022] [Indexed: 01/03/2023] Open
Abstract
BACKGROUND Metabolic dysfunction-associated fatty liver disease (MAFLD) was recently recognized as an important risk factor for cardiovascular diseases. PURPOSE To examine the effect of MAFLD on cardiac function in metabolic syndrome by MRI. STUDY TYPE Retrospective. POPULATION One hundred seventy-nine patients with metabolic syndrome (MetS), 101 with MAFLD (MAFLD [+]) and 78 without (MAFLD [-]). Eighty-one adults without any of the components of MetS or cardiac abnormalities were included as control group. FIELD STRENGTH/SEQUENCE 3.0 T; balanced steady-state free precession sequence. ASSESSMENT Left atrial (LA) strain was assessed during three phases: reservoir strain (LA-RS), conduit strain (LA-CS), and booster strain (LA-BS). Left ventricular (LV) global longitudinal (LV-GLS) strain was also derived. The left atrioventricular coupling index (LACI) was calculated as the ratio of LA end-diastolic volume (LA-EDV) and LV-EDV. STATISTICAL TESTS Student's t test or Mann-Whitney U test; One-way analysis of variance. A P value <0.05 was considered statistically significant. RESULTS Among MetS patients, individuals with MAFLD had significantly lower magnitude LV-GLS (-11.6% ± 3.3% vs. -13.8% ± 2.7%) than those without MAFLD. For LA strains, LA-RS (36.9% ± 13.7% vs. 42.9% ± 13.5%) and LA-CS (20.0% ± 10.6% vs. 24.1% ± 9.2%) were also significantly reduced in MAFLD (+) compared to MAFLD (-). The LACIs (17.2% [12.9-21.2] % vs. 15.8% [12.2-19.7] %) were significantly higher in patients with MAFLD compared to those without MAFLD. After adjustment for other clinical factors, MAFLD was found to be independently correlated with LV-GLS (β = -0.270) and LACI (β = 0.260). DATA CONCLUSION MAFLD had an unfavorable effect on LV myocardial strain in MetS. Moreover, LA strain and atrioventricular coupling were further impaired in patients with concomitant MAFLD compared to those without MAFLD. Last, MAFLD was independently associated with subclinical LV dysfunction and atrioventricular coupling after adjustment for other clinical factors. EVIDENCE LEVEL 3 TECHNICAL EFFICACY: 3.
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Affiliation(s)
- Shan Huang
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Ke Shi
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Yuan Li
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Jin Wang
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Li Jiang
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Yue Gao
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Wei-Feng Yan
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Li-Ting Shen
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Zhi-Gang Yang
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
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24
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Adams LA, Schulte PJ, Allen AM. Use of noninvasive scores to predict hepatic steatosis: Flaws and caveats. Hepatology 2023; 78:1029-1031. [PMID: 37185880 DOI: 10.1097/hep.0000000000000419] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Accepted: 04/03/2023] [Indexed: 05/17/2023]
Affiliation(s)
- Leon A Adams
- Medical School, University of Western Australia, Nedlands, Western Australia, Australia
- Department of Hepatology, Sir Charles Gairdner Hospital, Nedlands, Western Australia, Australia
| | - Phillip J Schulte
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA
| | - Alina M Allen
- Department of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA
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Pettinelli P, Fernández T, Aguirre C, Barrera F, Riquelme A, Fernández-Verdejo R. Prevalence of non-alcoholic fatty liver disease and its association with lifestyle habits in adults in Chile: a cross-sectional study from the National Health Survey 2016-2017. Br J Nutr 2023; 130:1036-1046. [PMID: 36620945 DOI: 10.1017/s0007114523000028] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Non-alcoholic fatty liver disease (NAFLD) represents an excessive fat accumulation within the liver, usually associated with excess body weight. A liver biopsy is the gold standard for diagnosis, but it is inapplicable in population-based studies. In large populations, non-invasive methods could be used, which may also serve to identify potential protective factors. We aimed to (a) estimate NAFLD prevalence in the adult population in Chile by using non-invasive methods and (b) determine the association between the presence of NAFLD and lifestyle habits. The National Health Survey of Chile 2016–2017 was analysed. We included individuals aged 21–75 years, without infectious diseases nor risky alcohol consumption. NAFLD was detected by either fatty liver index (FLI; considers circulating TAG, circulating γ-glutamyl-transferase, BMI and waist circumference), lipid accumulation product (LAP; considers sex, circulating TAG and waist circumference) or their combination. Lifestyle habits were determined by questionnaires. We included 2774 participants, representative of 10 599 094 (9 831 644, 11 366 544) adults in Chile. NAFLD prevalence (95 % CI) was 39·4 % (36·2, 42·8) by FLI, 27·2 % (24·2, 30·4) by LAP and 23·5 % (20·7, 26·5) by their combination. The prevalence progressively increased with increasing BMI. Of note, less smoking and more moderate-vigorous physical activity and whole-grain consumption were associated with lower odds of having NAFLD, independently of BMI. At least one out of four adults in Chile is afflicted with NAFLD. Health promotion strategies focused on controlling excess body weight and promoting specific lifestyle habits are urgently required.
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Affiliation(s)
- Paulina Pettinelli
- Carrera de Nutrición y Dietética, Departamento de Ciencias de la Salud, Facultad de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Tiziana Fernández
- Carrera de Kinesiología, Departamento de Ciencias de la Salud, Facultad de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Carolina Aguirre
- Carrera de Nutrición y Dietética, Departamento de Ciencias de la Salud, Facultad de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Francisco Barrera
- Departamento de Gastroenterología, Escuela de Medicina, Facultad de Medicina, Facultad de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Arnoldo Riquelme
- Departamento de Gastroenterología, Escuela de Medicina, Facultad de Medicina, Facultad de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Rodrigo Fernández-Verdejo
- Laboratorio de Fisiología del Ejercicio y Metabolismo (LABFEM), Escuela de Kinesiología, Facultad de Medicina, Universidad Finis Terrae, Santiago, Chile
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26
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Carli F, Sabatini S, Gaggini M, Sironi AM, Bedogni G, Gastaldelli A. Fatty Liver Index (FLI) Identifies Not Only Individuals with Liver Steatosis but Also at High Cardiometabolic Risk. Int J Mol Sci 2023; 24:14651. [PMID: 37834099 PMCID: PMC10572624 DOI: 10.3390/ijms241914651] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2023] [Revised: 09/16/2023] [Accepted: 09/19/2023] [Indexed: 10/15/2023] Open
Abstract
A fatty liver index (FLI) greater than sixty (FLI ≥ 60) is an established score for metabolic dysfunction-associated steatotic liver disease (MASLD), which carries a high risk for diabetes and cardiovascular disease, while a FLI ≤ 20 rules out the presence of steatosis. Thus, we investigated whether FLI was associated with cardiometabolic risk factors, i.e., visceral (VAT), subcutaneous (SC), epicardial (EPI), extrapericardial (PERI), and total cardiac (CARD-AT) adipose tissue, hepatic fat ((by magnetic resonance imaging, MRI, and spectroscopy, MRS), and insulin resistance (IR, HOMA-IR and OGIS-index), and components of metabolic syndrome. All individuals with FLI ≥ 60 had MASLD, while none with FLI ≤ 20 had steatosis (by MRS). Subjects with FLI ≥ 60 had a higher BMI and visceral and cardiac fat (VAT > 1.7 kg, CARD-AT > 0.2 kg). FLI was positively associated with increased cardiac and visceral fat and components of metabolic syndrome. FLI, VAT, and CARD-AT were all associated with IR, increased blood pressure, cholesterol, and reduced HDL. For FLI ≥ 60, the cut-off values for fat depots and laboratory measures were estimated. In conclusion, FLI ≥ 60 identified not only subjects with steatosis but also those with IR, abdominal and cardiac fat accumulation, increased blood pressure, and hyperlipidemia, i.e., those at higher risk of cardiometabolic diseases. Targeted reduction of FLI components would help reduce cardiometabolic risk.
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Affiliation(s)
- Fabrizia Carli
- Cardiometabolic Risk Unit, Institute of Clinical Physiology, National Research Council (CNR), Via Giuseppe Moruzzi, 1, 56124 Pisa, Italy; (F.C.); (S.S.); (M.G.); (A.M.S.)
| | - Silvia Sabatini
- Cardiometabolic Risk Unit, Institute of Clinical Physiology, National Research Council (CNR), Via Giuseppe Moruzzi, 1, 56124 Pisa, Italy; (F.C.); (S.S.); (M.G.); (A.M.S.)
| | - Melania Gaggini
- Cardiometabolic Risk Unit, Institute of Clinical Physiology, National Research Council (CNR), Via Giuseppe Moruzzi, 1, 56124 Pisa, Italy; (F.C.); (S.S.); (M.G.); (A.M.S.)
| | - Anna Maria Sironi
- Cardiometabolic Risk Unit, Institute of Clinical Physiology, National Research Council (CNR), Via Giuseppe Moruzzi, 1, 56124 Pisa, Italy; (F.C.); (S.S.); (M.G.); (A.M.S.)
| | - Giorgio Bedogni
- Department of Medical and Surgical Sciences, University of Bologna, Via Zamboni, 33, 40126 Bologna, Italy
| | - Amalia Gastaldelli
- Cardiometabolic Risk Unit, Institute of Clinical Physiology, National Research Council (CNR), Via Giuseppe Moruzzi, 1, 56124 Pisa, Italy; (F.C.); (S.S.); (M.G.); (A.M.S.)
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Mertens J, Weyler J, Dirinck E, Vonghia L, Kwanten WJ, Mortelmans L, Peleman C, Chotkoe S, Spinhoven M, Vanhevel F, Van Gaal LF, De Winter BY, De Block CE, Francque SM. Prevalence, risk factors and diagnostic accuracy of non-invasive tests for NAFLD in people with type 1 diabetes. JHEP Rep 2023; 5:100753. [PMID: 37274774 PMCID: PMC10232726 DOI: 10.1016/j.jhepr.2023.100753] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Revised: 03/16/2023] [Accepted: 03/30/2023] [Indexed: 06/07/2023] Open
Abstract
BACKGROUND & AIMS The epidemiology of non-alcoholic fatty liver disease (NAFLD) in people with type 1 diabetes (T1D) is not yet elucidated. This study aimed to assess the diagnostic accuracy of non-invasive tests for NAFLD, to investigate the prevalence and severity of NAFLD, and to search for factors contributing to NAFLD in people with T1D. METHODS In this prospective cohort study, we consecutively screened 530 adults with T1D from a tertiary care hospital, using ultrasound (US), vibration-controlled transient elastography equipped with liver stiffness measurement (LSM) and controlled attenuation parameter, and the fatty liver index. Magnetic resonance spectroscopy (MRS) was performed in a representative subgroup of 132 individuals to validate the diagnostic accuracy of the non-invasive tests. RESULTS Based on MRS as reference standard, US identified individuals with NAFLD with an AUROC of 0.98 (95% CI 0.95-1.00, sensitivity: 1.00, specificity: 0.96). The controlled attenuation parameter was also accurate with an AUROC of 0.85 (95% CI 0.77-0.93). Youden cut-off was ≥270 dB/m (sensitivity: 0.90, specificity: 0.74). The fatty liver index yielded a similar AUROC of 0.83 (95% CI 0.74-0.91), but the conventional cut-off used to rule in (≥60) had low sensitivity and specificity (0.62, 0.78). The prevalence of NAFLD in the overall cohort was 16.2% based on US. Metabolic syndrome was associated with NAFLD (OR: 2.35 [1.08-5.12], p = 0.031). The overall prevalence of LSM ≥8.0 kPa indicating significant fibrosis was 3.8%, but reached 13.2% in people with NAFLD. CONCLUSIONS NAFLD prevalence in individuals with T1D is 16.2%, with approximately one in 10 featuring elevated LSM. US-based screening could be considered in people with T1D and metabolic syndrome. IMPACT AND IMPLICATIONS We aimed to report on the prevalence, disease severity, and risk factors of NAFLD in type 1 diabetes (T1D), while also tackling which non-invasive test for NAFLD is the most accurate. We found that ultrasound is the best test to diagnose NAFLD. NAFLD prevalence is 16.2%, and is associated with metabolic syndrome and BMI. Elevated liver stiffness indicating fibrosis is overall not prevalent in people with T1D (3.8%), but it reaches 13.2% in those with T1D and NAFLD.
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Affiliation(s)
- Jonathan Mertens
- Department of Endocrinology, Diabetology & Metabolism, Antwerp University Hospital, Antwerp, Belgium
- Laboratory of Experimental Medicine and Paediatrics and Member of the Infla-Med Centre of Excellence, University of Antwerp, Faculty of Medicine & Health Sciences, Antwerp, Belgium
- Department of Gastroenterology & Hepatology, Antwerp University Hospital, Antwerp, Belgium
| | - Jonas Weyler
- Laboratory of Experimental Medicine and Paediatrics and Member of the Infla-Med Centre of Excellence, University of Antwerp, Faculty of Medicine & Health Sciences, Antwerp, Belgium
- Department of Gastroenterology & Hepatology, Antwerp University Hospital, Antwerp, Belgium
| | - Eveline Dirinck
- Department of Endocrinology, Diabetology & Metabolism, Antwerp University Hospital, Antwerp, Belgium
- Laboratory of Experimental Medicine and Paediatrics and Member of the Infla-Med Centre of Excellence, University of Antwerp, Faculty of Medicine & Health Sciences, Antwerp, Belgium
| | - Luisa Vonghia
- Laboratory of Experimental Medicine and Paediatrics and Member of the Infla-Med Centre of Excellence, University of Antwerp, Faculty of Medicine & Health Sciences, Antwerp, Belgium
- Department of Gastroenterology & Hepatology, Antwerp University Hospital, Antwerp, Belgium
| | - Wilhelmus J. Kwanten
- Laboratory of Experimental Medicine and Paediatrics and Member of the Infla-Med Centre of Excellence, University of Antwerp, Faculty of Medicine & Health Sciences, Antwerp, Belgium
- Department of Gastroenterology & Hepatology, Antwerp University Hospital, Antwerp, Belgium
| | - Laura Mortelmans
- Department of Gastroenterology & Hepatology, Antwerp University Hospital, Antwerp, Belgium
| | - Cedric Peleman
- Laboratory of Experimental Medicine and Paediatrics and Member of the Infla-Med Centre of Excellence, University of Antwerp, Faculty of Medicine & Health Sciences, Antwerp, Belgium
- Department of Gastroenterology & Hepatology, Antwerp University Hospital, Antwerp, Belgium
| | - Shivani Chotkoe
- Laboratory of Experimental Medicine and Paediatrics and Member of the Infla-Med Centre of Excellence, University of Antwerp, Faculty of Medicine & Health Sciences, Antwerp, Belgium
| | - Maarten Spinhoven
- Department of Radiology, Antwerp University Hospital, Antwerp, Belgium
| | - Floris Vanhevel
- Department of Radiology, Antwerp University Hospital, Antwerp, Belgium
| | - Luc F. Van Gaal
- Department of Endocrinology, Diabetology & Metabolism, Antwerp University Hospital, Antwerp, Belgium
| | - Benedicte Y. De Winter
- Laboratory of Experimental Medicine and Paediatrics and Member of the Infla-Med Centre of Excellence, University of Antwerp, Faculty of Medicine & Health Sciences, Antwerp, Belgium
| | - Christophe E.M. De Block
- Department of Endocrinology, Diabetology & Metabolism, Antwerp University Hospital, Antwerp, Belgium
- Laboratory of Experimental Medicine and Paediatrics and Member of the Infla-Med Centre of Excellence, University of Antwerp, Faculty of Medicine & Health Sciences, Antwerp, Belgium
| | - Sven M. Francque
- Laboratory of Experimental Medicine and Paediatrics and Member of the Infla-Med Centre of Excellence, University of Antwerp, Faculty of Medicine & Health Sciences, Antwerp, Belgium
- Department of Gastroenterology & Hepatology, Antwerp University Hospital, Antwerp, Belgium
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Chen Y, Wang W, Morgan MP, Robson T, Annett S. Obesity, non-alcoholic fatty liver disease and hepatocellular carcinoma: current status and therapeutic targets. Front Endocrinol (Lausanne) 2023; 14:1148934. [PMID: 37361533 PMCID: PMC10286797 DOI: 10.3389/fendo.2023.1148934] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Accepted: 05/16/2023] [Indexed: 06/28/2023] Open
Abstract
Obesity is a global epidemic and overwhelming evidence indicates that it is a risk factor for numerous cancers, including hepatocellular carcinoma (HCC), the third leading cause of cancer-related deaths worldwide. Obesity-associated hepatic tumorigenesis develops from nonalcoholic fatty liver disease (NAFLD), progressing to nonalcoholic steatohepatitis (NASH), cirrhosis and ultimately to HCC. The rising incidence of obesity is resulting in an increased prevalence of NAFLD and NASH, and subsequently HCC. Obesity represents an increasingly important underlying etiology of HCC, in particular as the other leading causes of HCC such as hepatitis infection, are declining due to effective treatments and vaccines. In this review, we provide a comprehensive overview of the molecular mechanisms and cellular signaling pathways involved in the pathogenesis of obesity-associated HCC. We summarize the preclinical experimental animal models available to study the features of NAFLD/NASH/HCC, and the non-invasive methods to diagnose NAFLD, NASH and early-stage HCC. Finally, since HCC is an aggressive tumor with a 5-year survival of less than 20%, we will also discuss novel therapeutic targets for obesity-associated HCC and ongoing clinical trials.
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Affiliation(s)
- Yinshuang Chen
- School of Pharmacy and Biomolecular Sciences, Royal College of Surgeons in Ireland, University of Medicine and Health Sciences, Dublin, Ireland
- College of Pharmaceutical Sciences, Soochow University, Suzhou, China
| | - Weipeng Wang
- College of Pharmaceutical Sciences, Soochow University, Suzhou, China
| | - Maria P. Morgan
- School of Pharmacy and Biomolecular Sciences, Royal College of Surgeons in Ireland, University of Medicine and Health Sciences, Dublin, Ireland
| | - Tracy Robson
- School of Pharmacy and Biomolecular Sciences, Royal College of Surgeons in Ireland, University of Medicine and Health Sciences, Dublin, Ireland
| | - Stephanie Annett
- School of Pharmacy and Biomolecular Sciences, Royal College of Surgeons in Ireland, University of Medicine and Health Sciences, Dublin, Ireland
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Yang L, Huang H, Liu Z, Ruan J, Xu C. Association of the android to gynoid fat ratio with nonalcoholic fatty liver disease: a cross-sectional study. Front Nutr 2023; 10:1162079. [PMID: 37255941 PMCID: PMC10226647 DOI: 10.3389/fnut.2023.1162079] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Accepted: 04/27/2023] [Indexed: 06/01/2023] Open
Abstract
BACKGROUND Nonalcoholic fatty liver disease (NAFLD) is becoming a severe global public health problem, and can developed into fibrotic nonalcoholic steatohepatitis (NASH), but its risk factors have not been fully identified. The objective of this study was to investigate the association between the android-to-gynoid fat ratio (A/G ratio) and the prevalence of NAFLD. METHODS This cross-sectional study is based on the 2003-2006 and 2011-2018 cycles of the National Health and Nutrition Examination Survey and included 10,989 participants. Participants aged 20 and older without viral hepatitis or significant alcohol consumption were included. Dual-energy X-ray absorptiometry was used to assess body composition. NAFLD was diagnosed using the United States fatty liver index (US FLI). Multivariable logistic regression models were used to evaluate the association between the A/G ratio and NAFLD. RESULTS The prevalence of NAFLD was 32.15% among the study population. Android percent fat and the A/G ratio were significantly higher in patients with NAFLD than in those without NAFLD [41.68% (0.25) vs. 32.80% (0.27), p < 0.001; 1.14 ± 0.01 vs. 0.94 ± 0.00, p < 0.001, respectively]. Logistic regression analysis showed that android percent fat was positively correlated to NAFLD (OR: 1.15, 95% CI: 1.11-1.18), while gynoid percent fat was negatively correlated to NAFLD (OR: 0.92, 95% CI: 0.90-0.94), and the A/G ratio was significantly associated with the prevalence of NAFLD (OR: 1.59, 95% CI: 1.38-1.82) and fibrotic NASH (OR: 2.01, 95% CI: 1.71-2.38). We also found that females had a notably diminished A/G ratio compared with males (0.91 vs. 1.12, p < 0.001). In addition, the female population proportion was negatively correlated with the A/G ratio, which may partly explain the lower prevalence of NAFLD in females. What is more, the OR value of the A/G ratio in the female subgroup was much higher than that in the male subgroup in all adjusted models. CONCLUSION A/G ratio is significantly associated with NAFLD and fibrotic NASH. Women have a lower A/G ratio than men, which may explain the sex difference in NAFLD prevalence. Furthermore, with a higher A/G ratio, the association between females and NAFLD are greatly elevated.
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Affiliation(s)
- Ling Yang
- Department of Gastroenterology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Hangkai Huang
- Department of Gastroenterology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Zhening Liu
- Department of Gastroenterology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Jiaqi Ruan
- Department of Gastroenterology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Chengfu Xu
- Department of Gastroenterology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Zhejiang Provincial Clinical Research Center for Digestive Diseases, Hangzhou, China
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Yu Y, Yu Y, Wang Y, Chen Y, Wang N, Wang B, Lu Y. Nonalcoholic fatty liver disease and type 2 diabetes: an observational and Mendelian randomization study. Front Endocrinol (Lausanne) 2023; 14:1156381. [PMID: 37223039 PMCID: PMC10200946 DOI: 10.3389/fendo.2023.1156381] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Accepted: 04/10/2023] [Indexed: 05/25/2023] Open
Abstract
Introduction Nonalcoholic fatty liver disease (NAFLD) and type 2 diabetes mellitus (T2DM) are both chronic multisystem diseases that cause tremendous health burdens worldwide. Previous epidemiological studies have found a bidirectional relationship between these two diseases; however, their causality remains largely unknown. We aim to examine the causal relationship between NAFLD and T2DM. Methods The observational analysis included 2,099 participants from the SPECT-China study and 502,414 participants from the UK Biobank. Logistic regression and Cox regression models were used to examine the bidirectional association between NAFLD and T2DM. Two-sample Mendelian randomization (MR) analyses were conducted to investigate the causal effects of the two diseases using summary statistics of genome-wide association studies from the UK Biobank for T2DM and the FinnGen study for NAFLD. Results During the follow-up, 129 T2DM cases and 263 NAFLD cases were observed in the SPECT-China study, and 30,274 T2DM cases and 4,896 NAFLD cases occurred in the UK Biobank cohort. Baseline NAFLD was associated with an increased risk of incident T2DM in both studies (SPECT-China: OR: 1.74 (95% confidence interval (CI): 1.12-2.70); UK Biobank: HR: 2.16 (95% CI: 1.82-2.56)), while baseline T2DM was associated with incident NAFLD in the UK Biobank study only (HR: 1.58). Bidirectional MR analysis showed that genetically determined NAFLD was significantly associated with an increased risk of T2DM (OR: 1.003 (95% CI: 1.002-1.004, p< 0.001)); however, there was no evidence of an association between genetically determined T2DM and NAFLD (OR: 28.1 (95% CI: 0.7-1,143.0)). Conclusions Our study suggested the causal effect of NAFLD on T2DM development. The lack of a causal association between T2DM and NAFLD warrants further verification.
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Affiliation(s)
| | | | | | | | - Ningjian Wang
- *Correspondence: Ningjian Wang, ; Bin Wang, ; Yingli Lu,
| | - Bin Wang
- *Correspondence: Ningjian Wang, ; Bin Wang, ; Yingli Lu,
| | - Yingli Lu
- *Correspondence: Ningjian Wang, ; Bin Wang, ; Yingli Lu,
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Cushman M, Callas PW, Alexander KS, Wadley V, Zakai NA, Lidofsky SD, Unverzagt FW, Judd SE. Nonalcoholic fatty liver disease and cognitive impairment: A prospective cohort study. PLoS One 2023; 18:e0282633. [PMID: 37058527 PMCID: PMC10104321 DOI: 10.1371/journal.pone.0282633] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2022] [Accepted: 02/17/2023] [Indexed: 04/15/2023] Open
Abstract
BACKGROUND & AIMS Nonalcoholic fatty liver disease (NAFLD) is prevalent and may affect cognitive function. We studied associations of NAFLD with risk of cognitive impairment. Secondarily we evaluated liver biomarkers (alanine aminotransferase (ALT), aspartate aminotransferase (AST), their ratio, and gamma-glutamyl transpeptidase). METHODS In a prospective cohort study, the REasons for Geographic and Racial Differences in Stroke, among 30,239 black and white adults aged ≥45,495 cases of incident cognitive impairment were identified over 3.4 years follow up. Cognitive impairment was identified as new impairment in two of three cognitive tests administered every two years during follow up; word list learning and recall, and verbal fluency. 587 controls were selected from an age, race, sex-stratified sample of the cohort. The fatty liver index was used to define baseline NAFLD. Liver biomarkers were measured using baseline blood samples. RESULTS NAFLD at baseline was associated with a 2.01-fold increased risk of incident cognitive impairment in a minimally adjusted model (95% CI 1.42, 2.85). The association was largest in those aged 45-65 (p interaction by age = 0.03), with the risk 2.95-fold increased (95% CI 1.05, 8.34) adjusting for cardiovascular, stroke and metabolic risk factors. Liver biomarkers were not associated with cognitive impairment, except AST/ALT >2, with an adjusted OR 1.86 (95% CI 0.81, 4.25) that did not differ by age. CONCLUSIONS A laboratory-based estimate of NAFLD was associated with development of cognitive impairment, particularly in mid-life, with a tripling in risk. Given its high prevalence, NAFLD may be a major reversible determinant of cognitive health.
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Affiliation(s)
- Mary Cushman
- Department of Medicine, Larner College of Medicine at the University of Vermont, Burlington, VT, United States of America
- Department of Pathology & Laboratory Medicine, Larner College of Medicine at the University of Vermont, Burlington, VT, United States of America
| | - Peter W. Callas
- Department of Medicine, Larner College of Medicine at the University of Vermont, Burlington, VT, United States of America
- Department of Mathematics and Statistics, University of Vermont, Burlington, VT, United States of America
| | - Kristine S. Alexander
- Department of Medicine, Larner College of Medicine at the University of Vermont, Burlington, VT, United States of America
| | - Virginia Wadley
- Division of Gerontology, Department of Medicine, Geriatrics and Palliative Care, University of Alabama at Birmingham, Birmingham, AL, United States of America
| | - Neil A. Zakai
- Department of Medicine, Larner College of Medicine at the University of Vermont, Burlington, VT, United States of America
- Department of Pathology & Laboratory Medicine, Larner College of Medicine at the University of Vermont, Burlington, VT, United States of America
| | - Steven D. Lidofsky
- Department of Medicine, Larner College of Medicine at the University of Vermont, Burlington, VT, United States of America
| | - Frederick W. Unverzagt
- Department of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, United States of America
| | - Suzanne E. Judd
- Department of Biostatistics, University of Alabama at Birmingham, Birmingham, AL, United States of America
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Meneses MJ, Patarrão RS, Pinheiro T, Coelho I, Carriço N, Marques AC, Romão A, Nabais J, Fortunato E, Raposo JF, Macedo MP. Leveraging the future of diagnosis and management of diabetes: From old indexes to new technologies. Eur J Clin Invest 2023; 53:e13934. [PMID: 36479853 DOI: 10.1111/eci.13934] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Revised: 11/15/2022] [Accepted: 12/05/2022] [Indexed: 12/14/2022]
Abstract
BACKGROUND Diabetes is a heterogeneous and multifactorial disease. However, glycemia and glycated hemoglobin have been the focus of diabetes diagnosis and management for the last decades. As diabetes management goes far beyond glucose control, it has become clear that assessment of other biochemical parameters gives a much wider view of the metabolic state of each individual, enabling a precision medicine approach. METHODS In this review, we summarize and discuss indexes that have been used in epidemiological studies and in the clinical practice. RESULTS Indexes of insulin secretion, sensitivity/resistance and metabolism have been developed and validated over the years to account also with insulin, C-peptide, triglycerides or even anthropometric measures. Nevertheless, each one has their own objective and consequently, advantages and disadvantages for specific cases. Thus, we discuss how new technologies, namely new sensors but also new softwares/applications, can improve the diagnosis and management of diabetes, both for healthcare professionals but also for caretakers and, importantly, to promote the empowerment of people living with diabetes. CONCLUSIONS In long-term, the solution for a better diabetes management would be a platform that allows to integrate all sorts of relevant information for the person with diabetes and for the healthcare practitioners, namely glucose, insulin and C-peptide or, in case of need, other parameters/indexes at home, sometimes more than once a day. This solution would allow a better and simpler disease management, more adequate therapeutics thereby improving patients' quality of life and reducing associated costs.
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Affiliation(s)
- Maria João Meneses
- iNOVA4Health, NOVA Medical School, Faculdade de Ciências Médicas, NMS, FCM, Universidade NOVA de Lisboa, Lisbon, Portugal.,DECSIS II Iberia, Évora, Portugal
| | - Rita Susana Patarrão
- iNOVA4Health, NOVA Medical School, Faculdade de Ciências Médicas, NMS, FCM, Universidade NOVA de Lisboa, Lisbon, Portugal
| | - Tomás Pinheiro
- CENIMAT i3N, Materials Science Department, Faculty of Science and Technology, Universidade NOVA de Lisboa and CEMOP/UNINOVA, Caparica, Portugal
| | - Inês Coelho
- iNOVA4Health, NOVA Medical School, Faculdade de Ciências Médicas, NMS, FCM, Universidade NOVA de Lisboa, Lisbon, Portugal
| | | | - Ana Carolina Marques
- CENIMAT i3N, Materials Science Department, Faculty of Science and Technology, Universidade NOVA de Lisboa and CEMOP/UNINOVA, Caparica, Portugal
| | | | - João Nabais
- Comprehensive Health Research Centre (CHRC), Departamento de Ciências Médicas e da Saúde, Escola de Saúde e Desenvolvimento Humano, Universidade de Évora, Évora, Portugal
| | - Elvira Fortunato
- CENIMAT i3N, Materials Science Department, Faculty of Science and Technology, Universidade NOVA de Lisboa and CEMOP/UNINOVA, Caparica, Portugal
| | - João Filipe Raposo
- iNOVA4Health, NOVA Medical School, Faculdade de Ciências Médicas, NMS, FCM, Universidade NOVA de Lisboa, Lisbon, Portugal.,APDP - Diabetes Portugal - Education and Research Center, Lisbon, Portugal
| | - Maria Paula Macedo
- iNOVA4Health, NOVA Medical School, Faculdade de Ciências Médicas, NMS, FCM, Universidade NOVA de Lisboa, Lisbon, Portugal.,APDP - Diabetes Portugal - Education and Research Center, Lisbon, Portugal
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Metabolic dysfunction-associated fatty liver disease and liver function markers are associated with Crohn's disease but not Ulcerative Colitis: a prospective cohort study. Hepatol Int 2023; 17:202-214. [PMID: 36194337 PMCID: PMC9895026 DOI: 10.1007/s12072-022-10424-6] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Accepted: 09/15/2022] [Indexed: 02/06/2023]
Abstract
BACKGROUND Metabolic dysfunction-associated fatty liver disease (MAFLD) is recently recognized as a condition featured with metabolic dysfunctions in liver. It has been supposed that MAFLD might contribute to the development of IBD, but evidence from prospective cohort studies is lacking and inconclusive. METHODS A total of 221,546 females and 183,867 males from the UK Biobank cohort enrolled in 2006-2010 were included to examine whether MAFLD and liver function markers were related to incident IBD. MAFLD was identified based on hepatic steatosis defined by fatty liver index plus the prevalence of overweight, type 2 diabetes mellitus, or at least two metabolic abnormalities. Biomarker related to liver function (albumin [ALB], alkaline phosphatase [ALP], alanine transaminase [ALT], aspartate transaminase [AST]; gamma-glutamyl transferase [GGT], total bilirubin [TB], total protein [TP]) was measured using colorimetric or enzymatic assays. The incidence of IBD was ascertained based on primary care and inpatient records. Cox proportional hazard model was used to estimate hazard ratios (HRs) with 95% confidence intervals (CI) for the magnitude of their associations. RESULTS With a mean follow-up of 12.1 years, 2228 incident IBD cases were documented. We identified 150,385 individuals with MAFLD at baseline and 86% participants' circulating liver function markers were within the normal range. Participants with MAFLD were associated with a 12% (HR 1.12, 95% CI 1.03, 1.23, p = 0.012) increased risk of IBD compared with those without MAFLD at baseline; the association was stronger (p-Heterogeneity = 0.006) with Crohn's disease (HR 1.35, 95% CI 1.15, 1.59, p < 0.001) than ulcerative colitis (HR 1.03, 95% CI 0.93, 1.15, p = 0.57). As for the serum liver function markers, the HRs of IBD for per 1-SD increment in ALB, ALP, AST, and TB concentration were 0.86 (95% CI 0.83, 0.90, p < 0.001), 1.18 (95% CI 1.13, 1.24, p < 0.001), 0.95 (95% CI 0.91, 0.99, p = 0.027), 0.92 (95% CI 0.87, 0.96, p < 0.001), respectively. We did not observe significant associations of GGT and TP with IBD. CONCLUSIONS Individuals with MAFLD were at increased risk of developing IBD, especially CD, but not UC. Circulating levels of liver function biomarkers as the surrogate indicators of MAFLD were also associated with IBD risk.
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Ahn SB. Noninvasive serum biomarkers for liver steatosis in nonalcoholic fatty liver disease: Current and future developments. Clin Mol Hepatol 2023; 29:S150-S156. [PMID: 36696960 PMCID: PMC10029959 DOI: 10.3350/cmh.2022.0362] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Accepted: 01/19/2023] [Indexed: 01/27/2023] Open
Abstract
Nonalcoholic fatty liver disease (NAFLD) affects approximately 30% of the population worldwide and includes nonalcoholic fatty liver, nonalcoholic steatohepatitis (NASH), and cirrhosis. Since NAFLD-associated diseases begin with steatosis, the early diagnosis of steatosis helps to prevent the progression of NASH and fibrosis. In addition, more convenient and easily diagnosable serum biomarkers are becoming crucial in disease diagnosis. In this report, we summarize the known serum biomarkers for liver steatosis and provide guidance for their application in clinical practice.
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Affiliation(s)
- Sang Bong Ahn
- Department of Internal Medicine, Nowon Eulji Medical Center, Eulji University College of Medicine, Seoul, Korea
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Effects of a Short-Term Meal Replacement Hypocaloric Diet in Subjects with Obesity and High Fatty Liver Index. Nutrients 2022; 14:nu14245353. [PMID: 36558510 PMCID: PMC9785467 DOI: 10.3390/nu14245353] [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: 11/08/2022] [Revised: 12/01/2022] [Accepted: 12/13/2022] [Indexed: 12/23/2022] Open
Abstract
INTRODUCTION Dietary changes play a role in metabolic response of patients with metabolic-associated fatty liver disease, and there is little evidence on the use of partial meal replacement (pMR) diets in this pathology. AIM We decided to evaluate the modifications in transaminases levels after a pMR hypocaloric diet in subjects with obesity and elevated fatty liver index (FLI). MATERIAL AND METHODS A sample of 606 patients with obesity and FLI ≥ 60 were enrolled and treated during 3 months with a pMR diet. Patients were divided as group I (Alanine amino transferase (ALT) normal) or group II (ALT ≥ 43 UI/L). RESULTS Body mass index, body weight, total fat mass, waist circumference, blood pressure, fasting glucose, total cholesterol, Low-density lipoprotein (LDL) cholesterol, triglycerides, insulin, Homeostasis Model assessment (HOMA-IR), and FLI index improved significantly in the total group with pMR diet, without differences between group I and II. ALT, aspartate aminotransferase activity (AST), Gama glutamine transferase (GGT), and ratios of AST/ALT improved in both groups, too. This improvement was higher in group II (deltas group I vs. deltas group II); ALT (-4.2 ± 0.9 UI/L vs. -32.1 ± 5.7 UI/L: p = 0.01), AST (-4.8 ± 1.8 UI/L vs. -14.1 ± 1.9 UI/L: p = 0.02), GGT (-4.8 ± 1.4 UI/L vs. -37.1 ± 4.2 UI/L: p = 0.01), and AST/ALT ratio (-0.04 ± 0.002 units vs. -0.19 ± 0.04 units: p = 0.01). CONCLUSIONS We reported that a pMR diet is an effective method to lose weight and to improve metabolic parameters in patients with obesity and high FLI. The decrease in liver parameters was greater in patients with ALT ≥ 43 UI/L.
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Chung GE, Jeong SM, Cho EJ, Yoon JW, Yoo JJ, Cho Y, Lee KN, Shin DW, Kim YJ, Yoon JH, Han K, Yu SJ. The association of fatty liver index and BARD score with all-cause and cause-specific mortality in patients with type 2 diabetes mellitus: a nationwide population-based study. Cardiovasc Diabetol 2022; 21:273. [PMID: 36474232 PMCID: PMC9727979 DOI: 10.1186/s12933-022-01691-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/11/2022] [Accepted: 11/08/2022] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Type 2 diabetes and non-alcoholic fatty liver disease (NAFLD) commonly coexist. However, NAFLD's effect on mortality in Asian patients with type 2 diabetes awaits full elucidation. Therefore, we examined NAFLD-related all-cause and cause-specific mortality in a nationwide Asian population with type 2 diabetes. METHODS We included patients who had undergone general health checkups between 2009 and 2012 using the National Health Insurance Service database linked to death-certificate data. Hepatic steatosis was defined as a fatty liver index (FLI) ≥ 60, and advanced hepatic fibrosis was determined using the BARD score. FINDINGS During the follow-up period of 8.1 years, 222,242 deaths occurred, with a mortality rate of 14.3/1000 person-years. An FLI ≥ 60 was significantly associated with increased risks of all-cause and cause-specific mortality including cardiovascular disease (CVD)-, cancer-, and liver disease (FLI ≥ 60: hazard ratio [HR] = 1.02, 95% confidence interval [CI] 1.01-1.03 for all-cause; 1.07, 1.04-1.10 for CVD; 1.12, 1.09-1.14 for cancer; and 2.63, 2.50-2.77 for liver disease). Those with an FLI ≥ 60 and fibrosis (BARD ≥ 2) exhibited increased risks of all-cause (HR, 95% CI 1.11, 1.10-1.12), CVD- (HR, 95% CI 1.11, 1.09-1.14), cancer- (HR, 95% CI 1.17, 1.15-1.19), and liver disease-related (HR, 95% CI 2.38, 2.29-2.49) mortality. CONCLUSION Hepatic steatosis and advanced fibrosis were significantly associated with risks of overall and cause-specific mortality in patients with type 2 diabetes. Our results provide evidence that determining the presence of hepatic steatosis and/or fibrosis potentially plays a role in risk stratification of mortality outcomes in patients with type 2 diabetes mellitus.
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Affiliation(s)
- Goh Eun Chung
- grid.412484.f0000 0001 0302 820XDepartment of Internal Medicine and Healthcare Research Institute, Seoul National University Hospital Healthcare System Gangnam Center, Seoul, Republic of Korea
| | - Su-Min Jeong
- grid.264381.a0000 0001 2181 989XDepartment of Family Medicine/Supportive Care Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea ,grid.31501.360000 0004 0470 5905Department of Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Eun Ju Cho
- grid.31501.360000 0004 0470 5905Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, 101 Daehak-no, Jongno-Gu, Seoul, 03080 Republic of Korea
| | - Ji Won Yoon
- grid.412484.f0000 0001 0302 820XDepartment of Internal Medicine and Healthcare Research Institute, Seoul National University Hospital Healthcare System Gangnam Center, Seoul, Republic of Korea
| | - Jeong-Ju Yoo
- grid.412678.e0000 0004 0634 1623Department of Internal Medicine, Division of Gastroenterology and Hepatology, Soonchunhyang University Bucheon Hospital, Bucheon, Gyeonggi-do Republic of Korea
| | - Yuri Cho
- grid.410914.90000 0004 0628 9810Center for Liver and Pancreatobiliary Cancer, National Cancer Center, Goyang, Republic of Korea
| | - Kyu-na Lee
- grid.411947.e0000 0004 0470 4224Department of Biomedicine & Health Science, Catholic University of Korea, Seoul, Republic of Korea
| | - Dong Wook Shin
- grid.264381.a0000 0001 2181 989XDepartment of Family Medicine/Supportive Care Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea ,Department of Clinical Research Design and Evaluation/Department of Digital Health, Samsung Advanced Institute for Health Science, Seoul, Republic of Korea
| | - Yoon Jun Kim
- grid.31501.360000 0004 0470 5905Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, 101 Daehak-no, Jongno-Gu, Seoul, 03080 Republic of Korea
| | - Jung-Hwan Yoon
- grid.31501.360000 0004 0470 5905Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, 101 Daehak-no, Jongno-Gu, Seoul, 03080 Republic of Korea
| | - Kyungdo Han
- grid.263765.30000 0004 0533 3568Department of Statistics and Actuarial Science, Soongsil University, 369 Sangdo-Ro, Dongjak-Gu, Seoul, 06978 Republic of Korea
| | - Su Jong Yu
- grid.31501.360000 0004 0470 5905Department of Internal Medicine and Liver Research Institute, Seoul National University College of Medicine, 101 Daehak-no, Jongno-Gu, Seoul, 03080 Republic of Korea
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Kim J, Han K, Kim B, Baek KH, Song KH, Kim MK, Kwon HS. Sodium-glucose cotransporter 2 inhibitors for non-alcoholic fatty liver disease in patients with type 2 diabetes mellitus: A nationwide propensity-score matched cohort study. Diabetes Res Clin Pract 2022; 194:110187. [PMID: 36442545 DOI: 10.1016/j.diabres.2022.110187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Revised: 11/02/2022] [Accepted: 11/21/2022] [Indexed: 11/27/2022]
Abstract
AIMS This study was to determine the association between sodium-glucose cotransporter 2 inhibitors (SGLT2i) and nonalcoholic fatty liver disease (NAFLD) in type 2 diabetes. METHODS We used data from the Korean National Health Insurance Service from 2014 to 2017. New drug users were screened, dipeptidyl peptidase 4 inhibitors (DPP4i) were set as the active comparator, and the differences between the two groups were corrected through propensity score matching. NAFLD was evaluated by the fatty liver index (FLI), which was calculated using body mass index, waist circumference, triglycerides, and gamma glutamyl peptidase. RESULTS After 1:1 matching, 25,371 patients in each group who received medication for an average of 299 days were analyzed. Despite similar baseline FLI of each group, the FLI of the SGLT2i users was 44.4 ± 26.7 and the FLI of the DPP4i users was 48.9 ± 27.3 (P value < 0.001) after treatment. SGLT2i showed more significant decrements than DPP4i in all components of FLI. The more the adherence to the SGLT2i increased, the greater the decrease in FLI. CONCLUSIONS SGLT2i showed a significant reduction in FLI and its components. We suggest that SGLT2i may have beneficial effects in reducing the prevalence of NAFLD in type 2 diabetes.
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Affiliation(s)
- Jinyoung Kim
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Yeouido St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Kyungdo Han
- Department of Statistics and Actuarial Science, Soongsil University, Seoul, Republic of Korea
| | - Bongsung Kim
- Department of Statistics and Actuarial Science, Soongsil University, Seoul, Republic of Korea
| | - Ki-Hyun Baek
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Yeouido St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Ki-Ho Song
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Yeouido St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Mee Kyoung Kim
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Yeouido St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea.
| | - Hyuk-Sang Kwon
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Yeouido St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea.
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Association between hepatic steatosis and fibrosis with measures of insulin sensitivity in patients with severe obesity and type 2 diabetes - a cross-sectional study. BMC Gastroenterol 2022; 22:448. [PMID: 36336684 PMCID: PMC9639281 DOI: 10.1186/s12876-022-02550-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Accepted: 10/20/2022] [Indexed: 11/09/2022] Open
Abstract
BACKGROUND Obesity, non-alcoholic fatty liver disease (NAFLD) and insulin resistance are three pathological conditions highly correlated, but this relationship is not fully elucidated. Hence, we aimed to assess the association of hepatic steatosis and fibrosis with different measures of insulin sensitivity in patients with severe obesity and type 2 diabetes mellitus (T2DM). METHODS A cross-sectional study (Oseberg trial) including patients with T2DM referred for bariatric surgery at Vestfold Hospital Trust, Norway. Magnetic resonance imaging (MRI) and the enhanced liver fibrosis (ELF) test was used for estimation of liver fat fraction (LFF) and degree of fibrosis, respectively. Oral and intravenous glucose tolerance tests were applied for estimation of insulin sensitivity (HOMA2S, Matsuda ISI and MinMod SI). RESULTS A total of 100 patients (mean [SD] age 47.5 [9.7] years, 65% women, BMI 42.0 [5.3] kg/m2 and 98% with metabolic syndrome) were included in the analyses. The mean (SD) LFF in the total population was 19.1 (11.5), and the mean (SD) ELF score was 8.46 (0.84), a value representing moderate fibrosis. LFF was inversely associated with HOMA2S and Matsuda ISI, and both measures were significantly higher in the no or low-grade steatosis group compared with the medium-to-high grade steatosis group (mean difference [95% CI] 5.9 [2.2-9.6]%, Cohen's d = 0.75), and (0.7 [0.3-1.1], Cohen's d = 0.80, respectively). There was no association between LFF, as a categorical or continuous variable, and MinMod SI. The proportions of patients with none to mild fibrosis, moderate fibrosis and severe fibrosis were 14, 78 and 6%, respectively, and there were no significant associations between level of fibrosis and measures of insulin sensitivity. CONCLUSIONS Patients with morbid obesity and T2DM demonstrated high levels of liver fat fraction, and we showed that hepatic steatosis, but not the degree of liver fibrosis, was associated with different measures of insulin sensitivity in patients with severe obesity and T2DM. Further, our results might indicate that the LFF is primarily associated with hepatic, and not peripheral insulin sensitivity. To improve the diagnosis of NAFLD and the prediction of its progression, more studies are needed to reveal the pathological mechanistic pathways involved in NAFLD and insulin sensitivity. TRIAL REGISTRATION ClinicalTrials.gov: NCT01778738.
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Danielsson O, Nano J, Pahkala K, Rospleszcz S, Lehtimäki T, Schlett CL, Kähönen M, Bamberg F, Raitakari O, Peters A, Nissinen MJ, Åberg FO. Validity of fatty liver disease indices in the presence of alcohol consumption. Scand J Gastroenterol 2022; 57:1349-1360. [PMID: 35723012 DOI: 10.1080/00365521.2022.2085060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
BACKGROUND & AIMS Non-alcoholic fatty liver disease (NAFLD) and alcohol-related liver disease frequently coexist. While several blood-based indices exist for the detection of NAFLD, few studies have examined how alcohol use possibly impacts their diagnostic performance. We analysed the effects of alcohol use on the performance of indices for detecting fatty liver disease (FLD). METHODS We included participants from the Cardiovascular Risk in Young Finns Study (Finnish sample) and KORA study (German sample) who underwent abdominal ultrasound or magnetic resonance imaging, respectively, for detection of FLD and had serum analyses available for calculation of Fatty Liver Index (FLI), Hepatic Steatosis Index (HSI), Lipid Accumulation Product (LAP), and Dallas Steatosis Index (DSI). Alcohol use was estimated by questionnaires as mean daily consumption and binge drinking (Finnish sample only). Predictive performance for FLD was assessed according to alcohol consumption. RESULTS The study included 1426 (Finnish sample) and 385 (German sample) individuals, of which 234 (16%) and 168 (44%) had FLD by imaging. When alcohol consumption was <50 g/day, all indices discriminated FLD with area under the receiver operating characteristics (AUROC) of 0.82-0.88. AUROCs were 0.61-0.66 among heavy drinkers (>50 g/day). AUROCs decreased to 0.74-0.80 in the highest binge-drinking category (>2 times/week). Alcohol use correlated with FLI and LAP (r-range 0.09-0.16, p-range <.001-.02) in both samples and with DSI (r = 0.13, p < .001) in the Finnish sample. CONCLUSIONS Indices perform well and comparably for detection of FLD with alcohol consumption <50 g/day and with different binge-drinking behaviour.
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Affiliation(s)
- Oscar Danielsson
- Clinic of Gastroenterology, Helsinki University Central Hospital and University of Helsinki, Helsinki, Finland
| | - Jana Nano
- Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany.,German Center for Diabetes Research (DZD), partner site Neuherberg, Neuherberg, Germany
| | - Katja Pahkala
- Centre for Population Health Research, University of Turku and Turku University Hospital, Turku, Finland.,Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland.,Paavo Nurmi Centre, Unit of Health and Physical Activity, University of Turku, Turku, Finland
| | - Susanne Rospleszcz
- Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany.,Department of Epidemiology, Institute for Medical Information Processing, Biometry and Epidemiology, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Terho Lehtimäki
- Department of Clinical Chemistry, Fimlab Ltd, Tampere, Finland.,Faculty of Medicine and Health Technology, Finnish Cardiovascular Research Center - Tampere, Tampere University, Tampere, Finland
| | - Christopher L Schlett
- Department of Diagnostic and Interventional Radiology, Medical Center - University of Freiburg, Albert-Ludwigs-University of Freiburg, Freiburg, Germany
| | - Mika Kähönen
- Department of Clinical Physiology, Tampere University Hospital, and Finnish Cardiovascular Research Center - Tampere, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | - Fabian Bamberg
- Department of Diagnostic and Interventional Radiology, Medical Center - University of Freiburg, Albert-Ludwigs-University of Freiburg, Freiburg, Germany
| | - Olli Raitakari
- Centre for Population Health Research, University of Turku and Turku University Hospital, Turku, Finland.,Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland.,Department of Clinical Physiology and Nuclear Medicine, Turku University Hospital, Turku, Finland
| | - Annette Peters
- Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany.,German Center for Diabetes Research (DZD), partner site Neuherberg, Neuherberg, Germany.,Department of Epidemiology, Institute for Medical Information Processing, Biometry and Epidemiology, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Markku J Nissinen
- Clinic of Gastroenterology, Helsinki University Central Hospital and University of Helsinki, Helsinki, Finland
| | - Fredrik O Åberg
- Transplantation and Liver Surgery, Helsinki University Central Hospital and University of Helsinki, Helsinki, Finland
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Vachliotis ID, Vasiloglou MF, Kapama A, Matsagkos D, Goulas A, Papaioannidou P, Polyzos SA. Association between hepatic steatosis and fibrosis indices and dietary habits, physical activity, and quality of life. Arab J Gastroenterol 2022; 23:277-287. [PMID: 35927197 DOI: 10.1016/j.ajg.2022.05.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Revised: 02/21/2022] [Accepted: 05/15/2022] [Indexed: 12/13/2022]
Abstract
BACKGROUND AND STUDY AIMS This cross-sectional study aimed to evaluate the association between hepatic steatosis and fibrosis indices and adherence to the Mediterranean diet (MD), physical activity (PA), and quality of life (QoL) in individuals unaware of the status of their liver. PATIENTS AND METHODS Participants were asked to complete three questionnaires validated in Greek, namely: (1) the Chronic Liver Disease Questionnaire (CLDQ) for QoL assessment; (2) the semi-quantitative Food Frequency Questionnaire (FFQ), from which the MedDietScore was calculated; and (3) the International Physical Activity Questionnaire (IPAQ) for PA evaluation. Hepatic steatosis was evaluated using the Fatty Liver Index (FLI), Hepatic Steatosis Index (HSI), and Lipid Accumulation Product (LAP). Hepatic fibrosis was evaluated using the NAFLD Fibrosis Score (NFS), Fibrosis-4 (FIB-4), and AST-to-platelet ratio index (APRI). RESULTS This study recruited 200 participants (90% men) aged 36 ± 6 years. Hepatic steatosis indices were not associated with MedDietScore and QoL. In terms of PA, univariable analysis showed that higher values of hepatic steatosis indices were associated with less intense activity. This association remained significant only for HSI during multivariable analysis (moderate activity vs. low activity: beta: -2.0, 95% confidence interval (CI): -3.5, -0.37, p = 0.016; and high activity vs. low activity: beta: -3.3, 95% CI: -5.03, -1.60, p < 0.001), after controlling for age, waist circumference, and the presence of metabolic syndrome. When using hepatic fibrosis indices, none of the participants had high probability of advanced hepatic fibrosis or cirrhosis (F3-F4). Consequently, we were unable to extensively evaluate the association between hepatic fibrosis indices and lifestyle characteristics or QoL. CONCLUSION We showed that HSI, but not other steatosis indices, remained robustly associated with PA after adjusting for potential confounders in a population unaware of the presence of fatty liver.
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Affiliation(s)
- Ilias D Vachliotis
- 80th Battalion of Medical Corps, Military Hospital-Recoverable Station, Kos 85300, Greece; First Laboratory of Pharmacology, School of Medicine, Aristotle University of Thessaloniki, Thessaloniki 54124, Greece
| | - Maria F Vasiloglou
- ARTORG Center for Biomedical Engineering Research, University of Bern, 3008 Bern, Switzerland
| | - Aikaterini Kapama
- 80th Battalion of Medical Corps, Military Hospital-Recoverable Station, Kos 85300, Greece
| | - Dimitrios Matsagkos
- 80th Battalion of Medical Corps, Military Hospital-Recoverable Station, Kos 85300, Greece
| | - Antonis Goulas
- First Laboratory of Pharmacology, School of Medicine, Aristotle University of Thessaloniki, Thessaloniki 54124, Greece
| | - Paraskevi Papaioannidou
- First Laboratory of Pharmacology, School of Medicine, Aristotle University of Thessaloniki, Thessaloniki 54124, Greece
| | - Stergios A Polyzos
- First Laboratory of Pharmacology, School of Medicine, Aristotle University of Thessaloniki, Thessaloniki 54124, Greece
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Cai X, Thorand B, Hohenester S, Koenig W, Rathmann W, Peters A, Nano J. Association between the fatty liver index and chronic kidney disease: the population-based KORA study. Nephrol Dial Transplant 2022; 38:1240-1248. [PMID: 36150717 DOI: 10.1093/ndt/gfac266] [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: 03/08/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND We aimed to evaluate the relationship of fatty liver, estimated by fatty liver index (FLI), with kidney function and chronic kidney disease (CKD) in a German cohort study, given the lack of prospective evidence in Europeans. METHODS We included 2920 participants (51.6% women, mean age 56.1 years) from the KORA study, of which 1991 were followed up for an average of 6.4 (± 0.3) years. Kidney function was assessed using the glomerular filtration rate estimated by creatinine (eGFR-cr) or cystatin C (eGFR-cc). We used multiple logistic or linear regressions to evaluate the associations between FLI, kidney function and CKD (eGFR < 60 ml/min per 1.73 m2), and mediation analysis to explore the mediation effects of metabolic factors. RESULTS The prevalence of FLI ≥ 60 and CKD were 40.4% and 5.6% at baseline, and 182 participants developed CKD during the follow-up. Cross-sectionally, FLI was significantly inversely associated with eGFR-cc [β, 95%CI: -1.14 (-1.81, -0.47)] and prevalent CKD based on eGFR-cc [OR, 95%CI: 1.28 (1.01, 1.61)], but not with other markers. After adjusting for lifestyle factors, we found a positive association between FLI and incident CKD defined by eGFR-cc or/eGFR-cr, which was attenuated after controlling for metabolic risk factors. Mediation analysis showed that the association was completely mediated by inflammation, diabetes and hypertension jointly. CONCLUSIONS The positive association between FLI and CKD incidence was fully mediated by the joint effect of metabolic risk factors. Future longitudinal studies need to explore the chronological interplay between fatty liver, cardiometabolic risk factors and kidney function with repeated measurements.
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Affiliation(s)
- Xinting Cai
- Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany.,Institute for Medical Information Processing, Biometry, and Epidemiology - IBE, Ludwig-Maximilians University of Munich, Munich, Germany.,Pettenkofer School of Public Health, Ludwig-Maximilians University of Munich, Munich, Germany
| | - Barbara Thorand
- Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany.,German Center for Diabetes Research (DZD), partner site Munich-Neuherberg, Neuherberg, Germany
| | - Simon Hohenester
- Department of Medicine II, University Hospital, LMU Munich, Munich, Germany
| | - Wolfgang Koenig
- Deutsches Herzzentrum München, Technische Universität München, Munich, Germany.,German Center for Cardiovascular Disease Research (DZHK), partner site Munich Heart Alliance, Munich, Germany.,Institute of Epidemiology and Medical Biometry, University of Ulm, Ulm, Germany
| | - Wolfgang Rathmann
- Institute for Biometrics and Epidemiology, German Diabetes Center at Heinrich-Heine University, Düsseldorf, Germany.,German Center for Diabetes Research (DZD), partner site Düsseldorf, Neuherberg, Germany
| | - Annette Peters
- Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany.,Institute for Medical Information Processing, Biometry, and Epidemiology - IBE, Ludwig-Maximilians University of Munich, Munich, Germany.,German Center for Diabetes Research (DZD), partner site Munich-Neuherberg, Neuherberg, Germany.,German Center for Cardiovascular Disease Research (DZHK), partner site Munich Heart Alliance, Munich, Germany
| | - Jana Nano
- Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany.,Department of Epidemiology, Institute for Medical Information Processing, Biometry and Epidemiology-IBE, Ludwig-Maximilians-University Munich, Munich, Germany
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Asaturyan HA, Basty N, Thanaj M, Whitcher B, Thomas EL, Bell JD. Improving the accuracy of fatty liver index to reflect liver fat content with predictive regression modelling. PLoS One 2022; 17:e0273171. [PMID: 36099244 PMCID: PMC9469950 DOI: 10.1371/journal.pone.0273171] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Accepted: 08/03/2022] [Indexed: 11/18/2022] Open
Abstract
Background The fatty liver index (FLI) is frequently used as a non-invasive clinical marker for research, prognostic and diagnostic purposes. It is also used to stratify individuals with hepatic steatosis such as non-alcoholic fatty liver disease (NAFLD), and to detect the presence of type 2 diabetes or cardiovascular disease. The FLI is calculated using a combination of anthropometric and blood biochemical variables; however, it reportedly excludes 8.5-16.7% of individuals with NAFLD. Moreover, the FLI cannot quantitatively predict liver fat, which might otherwise render an improved diagnosis and assessment of fatty liver, particularly in longitudinal studies. We propose FLI+ using predictive regression modelling, an improved index reflecting liver fat content that integrates 12 routinely-measured variables, including the original FLI. Methods and findings We evaluated FLI+ on a dataset from the UK Biobank containing 28,796 individual estimates of proton density fat fraction derived from magnetic resonance imaging across normal to severe levels and interpolated to align with the original FLI range. The results obtained for FLI+ outperform the original FLI by delivering a lower mean absolute error by approximately 47%, a lower standard deviation by approximately 20%, and an increased adjusted R2 statistic by approximately 49%, reflecting a more accurate representation of liver fat content. Conclusions Our proposed model predicting FLI+ has the potential to improve diagnosis and provide a more accurate stratification than FLI between absent, mild, moderate and severe levels of hepatic steatosis.
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Affiliation(s)
- Hykoush A. Asaturyan
- Research Centre for Optimal Health, University of Westminster, London, United Kingdom
| | - Nicolas Basty
- Research Centre for Optimal Health, University of Westminster, London, United Kingdom
| | - Marjola Thanaj
- Research Centre for Optimal Health, University of Westminster, London, United Kingdom
| | - Brandon Whitcher
- Research Centre for Optimal Health, University of Westminster, London, United Kingdom
| | - E. Louise Thomas
- Research Centre for Optimal Health, University of Westminster, London, United Kingdom
| | - Jimmy D. Bell
- Research Centre for Optimal Health, University of Westminster, London, United Kingdom
- * E-mail:
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Xu R, Pan J, Zhou W, Ji G, Dang Y. Recent advances in lean NAFLD. Biomed Pharmacother 2022; 153:113331. [PMID: 35779422 DOI: 10.1016/j.biopha.2022.113331] [Citation(s) in RCA: 51] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2022] [Revised: 06/20/2022] [Accepted: 06/22/2022] [Indexed: 02/09/2023] Open
Abstract
As the predominant type of chronic liver disease, the growing prevalence of nonalcoholic fatty liver disease (NAFLD) has become a concern worldwide. Although obesity plays the most pivotal role in NAFLD, approximately 10-20% of individuals with NAFLD who are not overweight or obese (BMI < 25 kg/m2, or BMI < 23 kg/m2 in Asians) have "lean NAFLD." Lean individuals with NAFLD have a lower prevalence of diabetes, hypertension, hypertriglyceridemia, central obesity, and metabolic syndrome than nonlean individuals with NAFLD, but higher fibrosis scores and rates of cardiovascular morbidity and all-cause mortality in advanced stages. The pathophysiological mechanisms of lean NAFLD remain poorly understood. Studies have shown that lean NAFLD is more correlated with factors such as environmental, genetic susceptibility, and epigenetic regulation. This review will examine the way in which the research progress and characteristic of lean NAFLD, and explore the function of epigenetic modification to provide the basis for the clinical treatment and diagnosis of lean NAFLD.
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Affiliation(s)
- Ruohui Xu
- Institute of Digestive Diseases, Longhua Hospital, China-Canada Center of Research for Digestive Diseases (ccCRDD), Shanghai University of Traditional Chinese Medicine, Shanghai 200032, China
| | - Jiashu Pan
- Institute of Digestive Diseases, Longhua Hospital, China-Canada Center of Research for Digestive Diseases (ccCRDD), Shanghai University of Traditional Chinese Medicine, Shanghai 200032, China; Department of Digestive Disease, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai 200032, China
| | - Wenjun Zhou
- Institute of Digestive Diseases, Longhua Hospital, China-Canada Center of Research for Digestive Diseases (ccCRDD), Shanghai University of Traditional Chinese Medicine, Shanghai 200032, China
| | - Guang Ji
- Institute of Digestive Diseases, Longhua Hospital, China-Canada Center of Research for Digestive Diseases (ccCRDD), Shanghai University of Traditional Chinese Medicine, Shanghai 200032, China.
| | - Yanqi Dang
- Institute of Digestive Diseases, Longhua Hospital, China-Canada Center of Research for Digestive Diseases (ccCRDD), Shanghai University of Traditional Chinese Medicine, Shanghai 200032, China.
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Schnurr TM, Katz SF, Justesen JM, O’Sullivan JW, Saliba‐Gustafsson P, Assimes TL, Carcamo‐Orive I, Ahmed A, Ashley EA, Hansen T, Knowles JW. Interactions of physical activity, muscular fitness, adiposity, and genetic risk for NAFLD. Hepatol Commun 2022; 6:1516-1526. [PMID: 35293152 PMCID: PMC9234625 DOI: 10.1002/hep4.1932] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Revised: 02/01/2022] [Accepted: 02/19/2022] [Indexed: 11/22/2022] Open
Abstract
Genetic predisposition and unhealthy lifestyle are risk factors for nonalcoholic fatty liver disease (NAFLD). We investigated whether the genetic risk of NAFLD is modified by physical activity, muscular fitness, and/or adiposity. In up to 242,524 UK Biobank participants without excessive alcohol intake or known liver disease, we examined cross-sectional interactions and joint associations of physical activity, muscular fitness, body mass index (BMI), and a genetic risk score (GRS) with alanine aminotransferase (ALT) levels and the proxy definition for suspected NAFLD of ALT levels > 30 U/L in women and >40 U/L in men. Genetic predisposition to NAFLD was quantified using a GRS consisting of 68 loci known to be associated with chronically elevated ALT. Physical activity was assessed using accelerometry, and muscular fitness was estimated by measuring handgrip strength. We found that increased physical activity and grip strength modestly attenuate genetic predisposition to elevation in ALT levels, whereas higher BMI markedly amplifies it (all p values < 0.001). Among those with normal weight and high level of physical activity, the odds of suspected NAFLD were 1.6-fold higher in those with high versus low genetic risk (reference group). In those with high genetic risk, the odds of suspected NAFLD were 12-fold higher in obese participants with low physical activity versus those with normal weight and high physical activity (odds ratio for NAFLD = 19.2 and 1.6, respectively, vs. reference group). Conclusion: In individuals with high genetic predisposition for NAFLD, maintaining a normal body weight and increased physical activity may reduce the risk of NAFLD.
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Affiliation(s)
- Theresia M. Schnurr
- Department of MedicineDivision of Cardiovascular Medicine and Cardiovascular InstituteStanford UniversityStanfordCaliforniaUSA
- Novo Nordisk Foundation Center for Basic Metabolic ResearchUniversity of CopenhagenKobenhavnDenmark
| | - Sophia Figueroa Katz
- Department of MedicineDivision of Cardiovascular Medicine and Cardiovascular InstituteStanford UniversityStanfordCaliforniaUSA
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve UniversityClevelandOhioUSA
| | - Johanne M. Justesen
- Department of MedicineDivision of Cardiovascular Medicine and Cardiovascular InstituteStanford UniversityStanfordCaliforniaUSA
- Novo Nordisk Foundation Center for Basic Metabolic ResearchUniversity of CopenhagenKobenhavnDenmark
| | - Jack W. O’Sullivan
- Department of MedicineDivision of Cardiovascular Medicine and Cardiovascular InstituteStanford UniversityStanfordCaliforniaUSA
| | - Peter Saliba‐Gustafsson
- Department of MedicineDivision of Cardiovascular Medicine and Cardiovascular InstituteStanford UniversityStanfordCaliforniaUSA
- Cardiovascular Medicine UnitDepartment of MedicineCenter for Molecular Medicine at BioClinicumKarolinska University HospitalKarolinska InstitutetStockholmSweden
| | - Themistocles L. Assimes
- Department of MedicineDivision of Cardiovascular Medicine and Cardiovascular InstituteStanford UniversityStanfordCaliforniaUSA
- VA Palo Alto Health Care SystemPalo AltoCaliforniaUSA
| | - Ivan Carcamo‐Orive
- Department of MedicineDivision of Cardiovascular Medicine and Cardiovascular InstituteStanford UniversityStanfordCaliforniaUSA
- Stanford Diabetes Research CenterStanfordCaliforniaUSA
| | - Aijaz Ahmed
- Division of Gastroenterology and HepatologyStanford University School of MedicineStanfordCaliforniaUSA
| | - Euan A. Ashley
- Department of MedicineDivision of Cardiovascular Medicine and Cardiovascular InstituteStanford UniversityStanfordCaliforniaUSA
- Department of GeneticsStanford UniversityStanfordCaliforniaUSA
- Department of Biomedical Data ScienceStanford UniversityStanfordCaliforniaUSA
| | - Torben Hansen
- Novo Nordisk Foundation Center for Basic Metabolic ResearchUniversity of CopenhagenKobenhavnDenmark
| | - Joshua W. Knowles
- Department of MedicineDivision of Cardiovascular Medicine and Cardiovascular InstituteStanford UniversityStanfordCaliforniaUSA
- Stanford Diabetes Research CenterStanfordCaliforniaUSA
- Stanford Prevention Research CenterStanfordCaliforniaUSA
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45
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Park JH, Hong JY, Han K, Kang W, Park JK. Increased risk of pancreatic cancer in individuals with non-alcoholic fatty liver disease. Sci Rep 2022; 12:10681. [PMID: 35739172 PMCID: PMC9226051 DOI: 10.1038/s41598-022-14856-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2022] [Accepted: 06/14/2022] [Indexed: 11/25/2022] Open
Abstract
The association between non-alcoholic fatty liver disease (NAFLD) and the risk of pancreatic cancer in the general population remains unclear. This nationwide cohort study included 8,120,674 adults who underwent a national health screening in 2009 from the Korean National Health Insurance Service database. Participants were followed-up until December 2017 for the development of pancreatic cancer. NAFLD was assessed using the fatty liver index: ≥ 60, NAFLD and < 30, no NAFLD. Multivariable Cox proportional hazards regression was performed. During the follow-up of 59.1 million person-years, 10,470 participants were newly diagnosed with pancreatic cancer. NAFLD was significantly associated with an increased risk of pancreatic cancer compared to no NAFLD (adjusted hazard ratio [aHR], 1.17; 95% CI 1.09–1.26). This association was significant in both the obese (aHR, 1.14; 95% CI 1.05–1.23) and non-obese groups (aHR, 1.14; 95% CI 1.003–1.29). Individuals with fatty liver index 30–59 also had an increased risk (aHR, 1.10; 95% CI 1.05–1.16). The risk of pancreatic cancer increased with increasing fatty liver index scores (P for trend < 0.001). This study demonstrated that NAFLD was independently associated with an increased risk of pancreatic cancer, regardless of obesity. Our finding suggests that NAFLD may be a modifiable risk factor for pancreatic cancer.
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Affiliation(s)
- Joo-Hyun Park
- Department of Family Medicine, Korea University Ansan Hospital, Korea University College of Medicine, Ansan, Korea.,Department of Healthcare Administration and Policy, School of Public Health, University of Nevada Las Vegas, Las Vegas, USA
| | - Jung Yong Hong
- Department of Healthcare Administration and Policy, School of Public Health, University of Nevada Las Vegas, Las Vegas, USA.,Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Kyungdo Han
- Department of Statistics and Actuarial Science, Soongsil University, Seoul, Korea
| | - Wonseok Kang
- Division of Gastroenterology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea. .,Department of Health Sciences and Technology, SAIHST, Sungkyunkwan University, Seoul, Korea.
| | - Joo Kyung Park
- Division of Gastroenterology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea. .,Department of Health Sciences and Technology, SAIHST, Sungkyunkwan University, Seoul, Korea.
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46
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Pasco JA, Sui SX, West EC, Anderson KB, Rufus-Membere P, Tembo MC, Hyde NK, Williams LJ, Liu ZSJ, Kotowicz MA. Fatty Liver Index and Skeletal Muscle Density. Calcif Tissue Int 2022; 110:649-657. [PMID: 35028685 PMCID: PMC9108103 DOI: 10.1007/s00223-021-00939-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Accepted: 12/22/2021] [Indexed: 12/25/2022]
Abstract
Accumulation of fat in the liver and skeletal muscle is associated with obesity and poor health outcomes. Liver steatosis is a characteristic of non-alcoholic fatty liver disease (NAFLD) and myosteatosis, of poor muscle quality in sarcopenia. In this study of 403 men (33-96 years), we investigated associations between the fatty liver index (FLI) and muscle density, as markers of fat accumulation in these organs. We also investigated associations between the FLI and parameters of sarcopenia, including DXA-derived appendicular lean mass (ALM) and handgrip strength by dynamometry. Muscle density was measured using pQCT at the radius and tibia. FLI was calculated from BMI, waist circumference, and levels of triglycerides and gamma-glutamyltransferase. There was a pattern of decreasing muscle density across increasing quartiles of FLI. After adjusting for age and lifestyle, mean radial muscle density in Q4 was 2.1% lower than Q1 (p < 0.001) and mean tibial muscle density was 1.8% lower in Q3 and 3.0% lower in Q4, compared to Q1 (p = 0.022 and < 0.001, respectively). After adjusting for age and sedentary lifestyle, participants in the highest FLI quartile were sixfold more likely to have sarcopenia. In conclusion, our results suggest that fat accumulation in the liver co-exists with fat infiltration into skeletal muscle.
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Affiliation(s)
- Julie A. Pasco
- Deakin University, IMPACT – Institute for Mental and Physical Health and Clinical Translation, Geelong, VIC Australia
- Department of Medicine – Western Health, The University of Melbourne, St Albans, VIC Australia
- Barwon Health, Geelong, VIC Australia
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, VIC Australia
| | - Sophia X. Sui
- Deakin University, IMPACT – Institute for Mental and Physical Health and Clinical Translation, Geelong, VIC Australia
| | - Emma C. West
- Deakin University, IMPACT – Institute for Mental and Physical Health and Clinical Translation, Geelong, VIC Australia
| | - Kara B. Anderson
- Deakin University, IMPACT – Institute for Mental and Physical Health and Clinical Translation, Geelong, VIC Australia
| | - Pamela Rufus-Membere
- Deakin University, IMPACT – Institute for Mental and Physical Health and Clinical Translation, Geelong, VIC Australia
| | - Monica C. Tembo
- Deakin University, IMPACT – Institute for Mental and Physical Health and Clinical Translation, Geelong, VIC Australia
| | - Natalie K. Hyde
- Deakin University, IMPACT – Institute for Mental and Physical Health and Clinical Translation, Geelong, VIC Australia
| | - Lana J. Williams
- Deakin University, IMPACT – Institute for Mental and Physical Health and Clinical Translation, Geelong, VIC Australia
| | - Zoe S. J. Liu
- Deakin University, IMPACT – Institute for Mental and Physical Health and Clinical Translation, Geelong, VIC Australia
| | - Mark A. Kotowicz
- Deakin University, IMPACT – Institute for Mental and Physical Health and Clinical Translation, Geelong, VIC Australia
- Department of Medicine – Western Health, The University of Melbourne, St Albans, VIC Australia
- Barwon Health, Geelong, VIC Australia
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47
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Choi J, Choi Y, Hong SY, Suh S, Hong K, Han ES, Lee JM, Hong SK, Yi NJ, Lee KW, Suh KS. Changes in Indices of Steatosis and Fibrosis in Liver Grafts of Living Donors After Weight Reduction. Front Surg 2022; 9:827526. [PMID: 35592121 PMCID: PMC9110767 DOI: 10.3389/fsurg.2022.827526] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Accepted: 03/28/2022] [Indexed: 11/13/2022] Open
Abstract
BackgroundA short-term weight reduction program for potential living donors was introduced to reduce the extent of hepatic steatosis prior to liver transplantation. We aimed to investigate changes in non-invasive hepatic steatosis and fibrosis indices among those who completed the program.MethodsAmong 1,950 potential living liver donors between January 2011 and May 2019, 160 living donors joined the weight reduction program. The prospectively collected clinical data of these potential liver donors were analyzed retrospectively. Hepatic steatosis and fibrosis scores were determined using the fatty liver index (FLI), hepatic steatosis index (HSI), and NAFLD fibrosis score (NFS) and compared to MR spectroscopy (MRS) fat fraction results before and after weight reduction.ResultsThirty-nine potential living donors who had undergone MRS both before and after weight reduction were included in the analysis. Their body weight decreased from 78.02 ± 10.89 kg to 72.36 ± 10.38 kg over a mean of 71.74 ± 58.11 days. FLI, HSI, and MRS values decreased significantly from 41.52 ± 19.05 to 24.53 ± 15.93, 39.64 ± 3.74 to 35.06 ± 3.82, and 12.20 ± 4.05 to 6.24 ± 3.36, respectively. No significant decreases in NFS were observed. There was a significant correlation between the extent of HSI change and the extent of MRS change (R2 value = 0.69, P < 0.001), although there was no correlation between MRS and FLI.ConclusionThe weight reduction program significantly improved non-invasive indices of hepatic steatosis over a short period. HSI may allow for prediction of simple decreases in hepatic steatosis.
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48
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Janjua M, Knuiman M, Divitini M, McQuillan B, Olynyk JK, Jeffrey GP, Adams LA. Alcohol Consumption and Cardiovascular Outcomes in Patients With Nonalcoholic Fatty Liver Disease: A Population-Based Cohort Study. Hepatol Commun 2022; 6:526-534. [PMID: 34931492 PMCID: PMC8870048 DOI: 10.1002/hep4.1828] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Revised: 08/30/2021] [Accepted: 09/08/2021] [Indexed: 11/29/2022] Open
Abstract
Low-level alcohol consumption is associated with reduced cardiovascular disease (CVD) in the general population. It is unclear whether this association is seen in patients with nonalcoholic fatty liver disease (NAFLD) who have an increased risk of CVD. We examined the association between alcohol consumption and CVD-related outcomes in subjects with NAFLD from a general population cohort. Subjects participating in the 1994-1995 Busselton Health survey underwent clinical and biochemical assessment. NAFLD was identified using the Fatty Liver Index of >60, and alcohol consumption quantified using a validated questionnaire. CVD hospitalizations and death during the ensuing 20 years were ascertained using the Western Australian data linkage system. A total of 659 of 4,843 patients were diagnosed with NAFLD. The average standard drinks per week was 8.0 for men and 4.0 for women. Men consuming 8-21 drinks per week had a 38% (hazard ratio [HR] 0.62, 95% confidence interval [CI] 0.43-0.90) lower risk of CVD hospitalization as compared with men consuming 1-7 drinks per week. With both men and women combined, consumption of 8-21 drinks per week was associated with a 32% (HR 0.68, 95% CI 0.49-0.93) reduction in CVD hospitalization in minimally adjusted and 29% (HR 0.71, 95% CI 0.51-0.99) in fully adjusted models. No protective association was observed with binge drinking. There was no association between alcohol consumption and CVD death. Conclusion: Low to moderate alcohol consumption is associated with fewer CVD hospitalizations but not CVD death in subjects with NAFLD.
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Affiliation(s)
- Malik Janjua
- Department of HepatologySir Charles Gairdner HospitalNedlandsWAAustralia
| | - Matthew Knuiman
- School of Population and global HealthUniversity of Western AustraliaNedlandsWAAustralia
| | - Mark Divitini
- School of Population and global HealthUniversity of Western AustraliaNedlandsWAAustralia
| | - Brendan McQuillan
- Medical SchoolUniversity of Western AustraliaNedlandsWAAustralia.,Department of Cardiovascular MedicineSir Charles Gairdner HospitalNedlandsWAAustralia
| | - John K Olynyk
- Department of GastroenterologyFiona Stanley HospitalMurdochWAAustralia.,School of Medical and Health SciencesEdith Cowan UniversityJoondalupWAAustralia
| | - Gary P Jeffrey
- Department of HepatologySir Charles Gairdner HospitalNedlandsWAAustralia.,Medical SchoolUniversity of Western AustraliaNedlandsWAAustralia
| | - Leon A Adams
- Department of HepatologySir Charles Gairdner HospitalNedlandsWAAustralia.,Medical SchoolUniversity of Western AustraliaNedlandsWAAustralia
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49
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Farrell AM, Magliano DJ, Shaw JE, Thompson AJ, Croagh C, Ryan MC, Howell J. A problem of proportions: estimates of metabolic associated fatty liver disease and liver fibrosis in Australian adults in the nationwide 2012 AusDiab Study. Sci Rep 2022; 12:1956. [PMID: 35121749 PMCID: PMC8817026 DOI: 10.1038/s41598-022-05168-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Accepted: 12/13/2021] [Indexed: 11/10/2022] Open
Abstract
Metabolic Associated Fatty Liver Disease (MAFLD) is the most common cause of liver disease in Australia, but prevalence data are limited. We aimed to describe the frequency of alanine aminotransferase (ALT) elevation, and MAFLD within a large prospective Australian cohort. Cross-sectional analysis of the 2012 survey of the Australian Diabetes, Obesity and Lifestyle (AusDiab) study which included 4747 Australian adults (aged 34–97 yrs) was performed. Frequency of ALT elevation (men ≥ 40 IU/L, women ≥ 30 IU/L) and MAFLD (Fatty Liver Index (FLI) > 60 alongside metabolic risk factors) was determined and risk of advanced fibrosis stratified using the BARD score. Elevated ALT was found in 13% of the cohort, including 22% of people with diabetes, 18% with obesity, and 17% with the metabolic syndrome. 37% of the cohort had MAFLD, and those with MAFLD were more likely to be older (OR 1.01 per 1 year (95% CI 1.00–1.02)), male (OR 1.37 (95% CI 1.17–1.59)), have ALT elevation (OR 3.21 (95% CI 2.59–3.99)), diabetes (OR 3.39 (95% CI 2.61–4.39)), lower HDL-C (OR 0.15 per 1 mmol/L (95% CI 0.12–0.19)), higher diastolic blood pressure (OR 1.05 per 10 mmHg (95% CI 1.05–1.06)), a sedentary lifestyle (OR 1.99 (95% CI 1.59–2.50)) and less likely to have tertiary education (OR 0.81 (95% CI 0.7–0.94) compared to those without MAFLD. Of those with MAFLD, 61% had a BARD score suggesting risk of advanced fibrosis and 22% had an elevated ALT. Over 10% of this Australian cohort had elevated ALT, and 37% had MAFLD, with many at risk for advanced fibrosis.
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Affiliation(s)
- Ann M Farrell
- Department of Gastroenterology, St Vincent's Hospital Melbourne, 41 Victoria Pde, Melbourne, 3065, Australia. .,University of Melbourne, Melbourne, Australia.
| | | | | | - Alexander J Thompson
- Department of Gastroenterology, St Vincent's Hospital Melbourne, 41 Victoria Pde, Melbourne, 3065, Australia.,University of Melbourne, Melbourne, Australia
| | - Catherine Croagh
- Department of Gastroenterology, St Vincent's Hospital Melbourne, 41 Victoria Pde, Melbourne, 3065, Australia.,University of Melbourne, Melbourne, Australia
| | - Marno C Ryan
- Department of Gastroenterology, St Vincent's Hospital Melbourne, 41 Victoria Pde, Melbourne, 3065, Australia.,University of Melbourne, Melbourne, Australia
| | - Jessica Howell
- Department of Gastroenterology, St Vincent's Hospital Melbourne, 41 Victoria Pde, Melbourne, 3065, Australia.,University of Melbourne, Melbourne, Australia.,Disease Elimination, Burnett Institute, Melbourne, Australia.,Department of epidemiology and preventive medicine, Monash university, Clayton, 3168, Australia
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50
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Sterling RK, King WC, Khalili M, Kleiner DE, Hinerman AS, Sulkowski M, Chung RT, Jain MK, Lisker-Melman MA, Wong DK, Ghany MG. Performance of Serum-Based Scores for Identification of Mild Hepatic Steatosis in HBV Mono-infected and HBV-HIV Co-infected Adults. Dig Dis Sci 2022; 67:676-688. [PMID: 33559089 PMCID: PMC9516840 DOI: 10.1007/s10620-021-06860-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Accepted: 01/18/2021] [Indexed: 02/03/2023]
Abstract
BACKGROUND There are limited data on noninvasive methods to identify hepatic steatosis in coexisting hepatitis B virus (HBV) infection. AIMS To evaluate the diagnostic performance of noninvasive serum-based scores to detect steatosis using two distinct chronic HBV cohorts with liver histology evaluation. METHODS Chronic HBV cohorts with untreated HBV mono-infection (N = 302) and with treated HBV-HIV (N = 92) were included. Liver histology was scored centrally. Four serum-based scores were calculated: hepatic steatosis index (HSI), nonalcoholic fatty liver disease Liver Fat Score (NAFLD-LFS), visceral adiposity index (VAI), and triglyceride glucose (TyG) index. Optimal cutoffs (highest sensitivity + specificity) to detect ≥ 5% HS, stratified by cohort, were evaluated. RESULTS HBV-HIV (vs. HBV mono-infected) patients were older (median 50 vs. 43 years), and a higher proportion were male (92% vs. 60%), were black (51% vs. 8%), had the metabolic syndrome (41% vs. 25%), and suppressed HBV DNA (< 1000 IU/mL; 82% vs. 9%). Applying optimal cutoffs, the area under the receiver operator curve for detecting ≥ 5% steatosis in HBV-only and HBV-HIV, respectively, was 0.69 and 0.61 for HSI, 0.70 and 0.76 for NAFLD-LFS, 0.68 and 0.64 for TyG, and 0.68 and 0.69 for VAI. The accuracy of optimal cutoffs ranged from 61% (NAFLD-LFS) to 67% (TyG) among HBV-only and 56% (HSI) to 76% (NAFLD-LFS) among HBV-HIV. Negative predictive values were higher than positive predictive values for all scores in both groups. CONCLUSION The relative utility of scores to identify steatosis in chronic HBV differs by co-infection/anti-HBV medication status. However, even with population-specific cutoffs, several common serum-based scores have only moderate utility. ClinicalTrials.gov NCT01924455.
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Affiliation(s)
- Richard K Sterling
- Section of Hepatology, Virginia Commonwealth University, 1200 E Broad Street, West Hospital, Rm 1478, Richmond, VA, 23298-0341, USA.
| | - Wendy C King
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, USA
| | | | | | - Amanda S Hinerman
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, USA
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