A genetic risk score and diabetes predict development of alcohol-related cirrhosis in drinkers.


Journal

Journal of hepatology
ISSN: 1600-0641
Titre abrégé: J Hepatol
Pays: Netherlands
ID NLM: 8503886

Informations de publication

Date de publication:
02 2022
Historique:
received: 25 05 2021
revised: 06 09 2021
accepted: 05 10 2021
pubmed: 18 10 2021
medline: 23 2 2022
entrez: 17 10 2021
Statut: ppublish

Résumé

Only a minority of excess alcohol drinkers develop cirrhosis. We developed and evaluated risk stratification scores to identify those at highest risk. Three cohorts (GenomALC-1: n = 1,690, GenomALC-2: n = 3,037, UK Biobank: relevant n = 6,898) with a history of heavy alcohol consumption (≥80 g/day (men), ≥50 g/day (women), for ≥10 years) were included. Cases were participants with alcohol-related cirrhosis. Controls had a history of similar alcohol consumption but no evidence of liver disease. Risk scores were computed from up to 8 genetic loci identified previously as associated with alcohol-related cirrhosis and 3 clinical risk factors. Score performance for the stratification of alcohol-related cirrhosis risk was assessed and compared across the alcohol-related liver disease spectrum, including hepatocellular carcinoma (HCC). A combination of 3 single nucleotide polymorphisms (SNPs) (PNPLA3:rs738409, SUGP1-TM6SF2:rs10401969, HSD17B13:rs6834314) and diabetes status best discriminated cirrhosis risk. The odds ratios (ORs) and (95% CIs) between the lowest (Q1) and highest (Q5) score quintiles of the 3-SNP score, based on independent allelic effect size estimates, were 5.99 (4.18-8.60) (GenomALC-1), 2.81 (2.03-3.89) (GenomALC-2), and 3.10 (2.32-4.14) (UK Biobank). Patients with diabetes and high risk scores had ORs of 14.7 (7.69-28.1) (GenomALC-1) and 17.1 (11.3-25.7) (UK Biobank) compared to those without diabetes and with low risk scores. Patients with cirrhosis and HCC had significantly higher mean risk scores than patients with cirrhosis alone (0.76 ± 0.06 vs. 0.61 ± 0.02, p = 0.007). Score performance was not significantly enhanced by information on additional genetic risk variants, body mass index or coffee consumption. A risk score based on 3 genetic risk variants and diabetes status enables the stratification of heavy drinkers based on their risk of cirrhosis, allowing for the provision of earlier preventative interventions. Excessive chronic drinking leads to cirrhosis in some people, but so far there is no way to identify those at high risk of developing this debilitating disease. We developed a genetic risk score that can identify patients at high risk. The risk of cirrhosis is increased >10-fold with just two risk factors - diabetes and a high genetic risk score. Risk assessment using this test could enable the early and personalised management of this disease in high-risk patients.

Sections du résumé

BACKGROUND & AIMS
Only a minority of excess alcohol drinkers develop cirrhosis. We developed and evaluated risk stratification scores to identify those at highest risk.
METHODS
Three cohorts (GenomALC-1: n = 1,690, GenomALC-2: n = 3,037, UK Biobank: relevant n = 6,898) with a history of heavy alcohol consumption (≥80 g/day (men), ≥50 g/day (women), for ≥10 years) were included. Cases were participants with alcohol-related cirrhosis. Controls had a history of similar alcohol consumption but no evidence of liver disease. Risk scores were computed from up to 8 genetic loci identified previously as associated with alcohol-related cirrhosis and 3 clinical risk factors. Score performance for the stratification of alcohol-related cirrhosis risk was assessed and compared across the alcohol-related liver disease spectrum, including hepatocellular carcinoma (HCC).
RESULTS
A combination of 3 single nucleotide polymorphisms (SNPs) (PNPLA3:rs738409, SUGP1-TM6SF2:rs10401969, HSD17B13:rs6834314) and diabetes status best discriminated cirrhosis risk. The odds ratios (ORs) and (95% CIs) between the lowest (Q1) and highest (Q5) score quintiles of the 3-SNP score, based on independent allelic effect size estimates, were 5.99 (4.18-8.60) (GenomALC-1), 2.81 (2.03-3.89) (GenomALC-2), and 3.10 (2.32-4.14) (UK Biobank). Patients with diabetes and high risk scores had ORs of 14.7 (7.69-28.1) (GenomALC-1) and 17.1 (11.3-25.7) (UK Biobank) compared to those without diabetes and with low risk scores. Patients with cirrhosis and HCC had significantly higher mean risk scores than patients with cirrhosis alone (0.76 ± 0.06 vs. 0.61 ± 0.02, p = 0.007). Score performance was not significantly enhanced by information on additional genetic risk variants, body mass index or coffee consumption.
CONCLUSIONS
A risk score based on 3 genetic risk variants and diabetes status enables the stratification of heavy drinkers based on their risk of cirrhosis, allowing for the provision of earlier preventative interventions.
LAY SUMMARY
Excessive chronic drinking leads to cirrhosis in some people, but so far there is no way to identify those at high risk of developing this debilitating disease. We developed a genetic risk score that can identify patients at high risk. The risk of cirrhosis is increased >10-fold with just two risk factors - diabetes and a high genetic risk score. Risk assessment using this test could enable the early and personalised management of this disease in high-risk patients.

Identifiants

pubmed: 34656649
pii: S0168-8278(21)02111-5
doi: 10.1016/j.jhep.2021.10.005
pmc: PMC8803006
mid: NIHMS1748321
pii:
doi:

Types de publication

Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, Non-P.H.S.

Langues

eng

Sous-ensembles de citation

IM

Pagination

275-282

Subventions

Organisme : NIAAA NIH HHS
ID : U01 AA026917
Pays : United States
Organisme : NIAAA NIH HHS
ID : U01 AA021886
Pays : United States
Organisme : Medical Research Council
ID : MR/R014019/1
Pays : United Kingdom
Organisme : Medical Research Council
ID : MR/L006758/1
Pays : United Kingdom
Organisme : NIAAA NIH HHS
ID : U01 AA018389
Pays : United States
Organisme : NIAAA NIH HHS
ID : R01 AA025208
Pays : United States
Organisme : NIAAA NIH HHS
ID : R28 AA012725
Pays : United States
Organisme : Medical Research Council
ID : MC_QA137853
Pays : United Kingdom
Organisme : Department of Health
ID : NIHR 200153
Pays : United Kingdom
Organisme : Medical Research Council
ID : MC_PC_17228
Pays : United Kingdom
Organisme : CSRD VA
ID : I01 CX000361
Pays : United States
Organisme : NIAAA NIH HHS
ID : R01 AA018389
Pays : United States

Commentaires et corrections

Type : CommentIn
Type : ErratumIn
Type : CommentIn
Type : CommentIn

Informations de copyright

Copyright © 2021 European Association for the Study of the Liver. All rights reserved.

Déclaration de conflit d'intérêts

Conflict of interest NPC has a number of consulting agreements with and research grants from the pharmaceutical industry but they are not significantly or directly related to this paper. MP receives research funding from various organisations including the MRC and NIHR. He has also received partnership funding for the following: MRC Clinical Pharmacology Training Scheme (co-funded by MRC and Roche, UCB, Eli Lilly and Novartis); a PhD studentship jointly funded by EPSRC and Astra Zeneca; and grant funding from Vistagen Therapeutics. He has also unrestricted educational grant support for the UK Pharmacogenetics and Stratified Medicine Network from Bristol-Myers Squibb and UCB. He has developed an HLA genotyping panel with MC Diagnostics, but does not benefit financially from this. He is part of the IMI Consortium ARDAT (www.ardat.org). None of these funding sources were deployed in the undertaking of this study. TRM has conducted clinical research with AbbVie, Genfit, Gilead, and Merck but none of these are related to this manuscript. Please refer to the accompanying ICMJE disclosure forms for further details.

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Auteurs

John B Whitfield (JB)

Genetic Epidemiology, QIMR Berghofer Medical Research Institute, Queensland 4029, Australia. Electronic address: John.Whitfield@qimrberghofer.edu.au.

Tae-Hwi Schwantes-An (TH)

Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis IN, USA.

Rebecca Darlay (R)

Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, International Centre for Life, Central Parkway, Newcastle upon Tyne NE1 3BZ, United Kingdom.

Guruprasad P Aithal (GP)

NIHR Nottingham Biomedical Research Centre, Nottingham University Hospitals and the University of Nottingham, Nottingham NG7 2UH, United Kingdom.

Stephen R Atkinson (SR)

Department of Metabolism, Digestion & Reproduction, Imperial College London, UK.

Ramon Bataller (R)

Center for Liver Diseases, University of Pittsburgh Medical Center, 3471 Fifth Avenue, Pittsburgh, PA 15213, USA.

Greg Botwin (G)

Department of Veterans Affairs, VA Long Beach Healthcare System, 5901 East Seventh Street, Long Beach, CA 90822, USA; F. Widjaja Family Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, California CA 90048, USA.

Naga P Chalasani (NP)

Department of Medicine, Indiana University, Indianapolis, Indiana, IN 46202-5175, USA.

Heather J Cordell (HJ)

Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, International Centre for Life, Central Parkway, Newcastle upon Tyne NE1 3BZ, United Kingdom.

Ann K Daly (AK)

Faculty of Medical Sciences, Newcastle University Medical School, Framlington Place, Newcastle upon Tyne NE2 4HH, United Kingdom.

Christopher P Day (CP)

Newcastle University, Framlington Place, Newcastle upon Tyne NE2 4HH, United Kingdom.

Florian Eyer (F)

Division of Clinical Toxicology, Department of Internal Medicine 2, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Ismaninger Str. 22, 81675 Munich, Germany.

Tatiana Foroud (T)

Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis IN, USA.

Dermot Gleeson (D)

Liver Unit, Sheffield Teaching Hospitals, AO Floor Robert Hadfield Building, Northern General Hospital, Sheffied S5 7AU, UK.

David Goldman (D)

Laboratory of Neurogenetics, NIAAA, Rockville, MD 20852, USA.

Paul S Haber (PS)

Drug Health Services, Royal Prince Alfred Hospital, Missenden Road, Camperdown, NSW 2050, Australia; Faculty of Medicine and Health, the University of Sydney, Sydney, NSW 2006, Australia.

Jean-Marc Jacquet (JM)

Service Addictologie, CHRU Caremeau, 30029 Nîmes, France.

Tiebing Liang (T)

Department of Medicine, Indiana University, Indianapolis, Indiana, IN 46202-5175, USA.

Suthat Liangpunsakul (S)

Division of Gastroenterology and Hepatology, Department of Medicine, Indiana University and Roudebush Veterans Administration Medical Center, Indianapolis, USA.

Steven Masson (S)

Faculty of Medical Sciences, Newcastle University Medical School, Framlington Place, Newcastle upon Tyne NE2 4HH, United Kingdom.

Philippe Mathurin (P)

CHRU de Lille, Hôpital Claude Huriez, Rue M. Polonovski CS 70001, 59 037 Lille Cedex, France.

Romain Moirand (R)

Univ Rennes, INRA, INSERM, CHU Rennes, Institut NUMECAN (Nutrition Metabolisms and Cancer), F-35000 Rennes, France.

Andrew McQuillin (A)

Molecular Psychiatry Laboratory, Division of Psychiatry, University College London, London WC1E 6DE, UK.

Christophe Moreno (C)

CUB Hôpital Erasme, Université Libre de Bruxelles, Brussels, Belgium; Laboratory of Experimental Gastroenterology, Université Libre de Bruxelles, Brussels, Belgium.

Marsha Y Morgan (MY)

UCL Institute for Liver & Digestive Health, Division of Medicine, Royal Free Campus, University College London, London NW3 2PF, UK.

Sebastian Mueller (S)

Department of Internal Medicine, Salem Medical Center and Center for Alcohol Research, University of Heidelberg, Zeppelinstraße 11-33, 69121 Heidelberg, Germany.

Beat Müllhaupt (B)

Department of Gastroenterology and Hepatology, University Hospital Zurich, Rämistrasse 100, CH-8901 Zurich, Switzerland.

Laura E Nagy (LE)

Lerner Research Institute, 9500 Euclid Avenue, Cleveland, Ohio, OH 44195, USA.

Pierre Nahon (P)

Service d'Hépatologie, APHP Hôpital Avicenne et Université Paris 13, Bobigny, France; University Paris 13, Bobigny, France; Inserm U1162 Génomique fonctionnelle des tumeurs solides, Paris, France.

Bertrand Nalpas (B)

Service Addictologie, CHRU Caremeau, 30029 Nîmes, France; DISC, Inserm, 75013 Paris, France.

Sylvie Naveau (S)

Hôpital Antoine-Béclère, 157 Rue de la Porte de Trivaux, 92140 Clamart, France.

Pascal Perney (P)

Hôpital Universitaire Caremeau, Place du Pr. Robert Debre, 30029 Nîmes, France.

Munir Pirmohamed (M)

MRC Centre for Drug Safety Science and Wolfson Centre for Personalised Medicine, Institute of Translational Medicine, University of Liverpool, Liverpool, L69 3GL, UK.

Helmut K Seitz (HK)

Department of Internal Medicine, Salem Medical Center and Center for Alcohol Research, University of Heidelberg, Zeppelinstraße 11-33, 69121 Heidelberg, Germany.

Michael Soyka (M)

Psychiatric Hospital University of Munich, Nussbaumsstr.7, 80336 Munich, Germany; Privatklinik Meiringen, Willigen, CH 3860 Meiringen, Switzerland.

Felix Stickel (F)

Department of Gastroenterology and Hepatology, University Hospital Zurich, Rämistrasse 100, CH-8901 Zurich, Switzerland.

Andrew Thompson (A)

MRC Centre for Drug Safety Science and Wolfson Centre for Personalised Medicine, Institute of Translational Medicine, University of Liverpool, Liverpool, L69 3GL, UK; Health Analytics, Lane Clark & Peacock LLP, London, UK.

Mark R Thursz (MR)

Department of Metabolism, Digestion & Reproduction, Imperial College London, UK.

Eric Trépo (E)

CUB Hôpital Erasme, Université Libre de Bruxelles, Brussels, Belgium; Laboratory of Experimental Gastroenterology, Université Libre de Bruxelles, Brussels, Belgium.

Timothy R Morgan (TR)

Department of Veterans Affairs, VA Long Beach Healthcare System, 5901 East Seventh Street, Long Beach, CA 90822, USA; Department of Medicine, University of California, Irvine, USA.

Devanshi Seth (D)

Drug Health Services, Royal Prince Alfred Hospital, Missenden Road, Camperdown, NSW 2050, Australia; Faculty of Medicine and Health, the University of Sydney, Sydney, NSW 2006, Australia; Centenary Institute of Cancer Medicine and Cell Biology, the University of Sydney, Sydney, NSW 2006, Australia. Electronic address: d.seth@sydney.edu.au.

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