The relationship between sex hormone-binding protein and non-alcoholic fatty liver disease using Mendelian randomisation

Eur J Clin Invest. 2024 Jan;54(1):e14082. doi: 10.1111/eci.14082. Epub 2023 Aug 22.

Abstract

Background: The incidence of non-alcohol fatty liver disease (NAFLD) has been increasing annually with the improvement of living standards. Numerous epidemiological observations have linked sex hormone-binding protein (SHBG) levels to NAFLD. However, evidence of the causal role of SHBG in the development and progression of NAFLD is still absent. Therefore, a systematic assessment of the causal relationship is needed.

Method: A two-sample Mendelian randomisation (MR) analysis was conducted. Genome-wide association study (GWAS) data for SHBG were obtained online from the IEU database (ebi-a-GCST90012111) as exposure. GWAS data from the NAFLD of the Finngen consortium were used for preliminary analysis, while NAFLD data from another GWAS involving 8434 participants were used for replication and meta-analyses. Causal effects were investigated with inverse variance weighted (IVW), weighted median and MR-Egger regression. Sensitivity analyses including Cochran's Q test, leave-one-out analysis and MR-Egger intercept analysis were simultaneously conducted to assess heterogeneity and pleiotropy.

Results: After rigorous selection, 179 single-nucleotide polymorphisms (SNPs) were identified as strongly correlated instrumental variables. Preliminary analysis suggested a significant causal relationship between genetically determined serum SHBG levels and NAFLD [odds ratio (OR) IVW = .54, 95% confidence interval (CI) = .30-.98, p = .043], supported by the results of the replication analysis (ORIVW = .61, 95% CI = .46-.81, p = .0006) and further meta-analysis (OR = .59, 95% CI = .46-.77, p < .0001).

Conclusion: The genetic tendency to high levels of SHBG was causally correlated with a reduced risk of NAFLD, indicating that circulating high levels of SHBG was a protective factor for NAFLD.

Keywords: Mendelian randomisation; causal relationship; non-alcohol fatty liver disease; sex hormone-binding protein.

Publication types

  • Meta-Analysis

MeSH terms

  • Blood Proteins
  • Databases, Factual
  • Genome-Wide Association Study
  • Gonadal Steroid Hormones
  • Humans
  • Non-alcoholic Fatty Liver Disease* / epidemiology
  • Non-alcoholic Fatty Liver Disease* / genetics

Substances

  • Blood Proteins
  • Gonadal Steroid Hormones
  • SHBG protein, human