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

J Hepatol. 2022 Feb;76(2):275-282. doi: 10.1016/j.jhep.2021.10.005. Epub 2021 Oct 14.

Abstract

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.

Keywords: Hepatocellular carcinoma; chronic alcohol use; coffee; genome-wide association; risk stratification; single nucleotide polymorphism.

Publication types

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

MeSH terms

  • Adult
  • Alcohol Drinking / adverse effects
  • Alcohol Drinking / epidemiology
  • Alcohol Drinking / psychology
  • Case-Control Studies
  • Cohort Studies
  • Diabetes Mellitus / epidemiology
  • Diabetes Mellitus / physiopathology
  • Female
  • Genetic Predisposition to Disease / classification*
  • Genome-Wide Association Study / methods
  • Genome-Wide Association Study / statistics & numerical data
  • Humans
  • Liver Cirrhosis, Alcoholic / diagnosis*
  • Liver Cirrhosis, Alcoholic / etiology
  • Liver Cirrhosis, Alcoholic / physiopathology
  • Male
  • Middle Aged
  • Polymorphism, Single Nucleotide / genetics
  • Risk Assessment / methods*
  • Risk Assessment / statistics & numerical data