Mendelian randomization study of obesity and type 2 diabetes in hospitalized COVID-19 patients

Metabolism. 2022 Apr:129:155156. doi: 10.1016/j.metabol.2022.155156. Epub 2022 Jan 29.

Abstract

Background: Both obesity and type 2 diabetes (T2D) are reported to be highly enriched in hospitalized COVID-19 patients. Due to the close correlation between obesity and T2D, it is important to examine whether obesity and T2D are independently related to COVID-19 hospitalization.

Objective: To examine the causal effect of obesity and T2D in hospitalized COVID-19 patients using Mendelian randomization (MR).

Research design and methods: This two-sample MR analysis applied genetic markers of obesity identified in the genome wide association study (GWAS) by the GIANT Consortium as instrumental variables (IVs) of obesity; and genetic markers of T2D identified by the DIAGRAM Consortium as IVs of T2D. The MR analysis was performed in hospitalized COVID-19 patient by the COVID-19 Host Genetics Initiative using the MR-Base platform.

Results: All 3 classes of obesity (Class 1/2/3) were shown as the causal risk factors of COVID-19 hospitalization; however, T2D doesn't increase the risk of hospitalization or critically ill COVID-19 as an independent factor.

Conclusions: Obesity, but not T2D, is a primary risk factor of COVID-19 hospitalization.

Keywords: COVID-19; Hospitalization; Mendelian randomization; Obesity; Type 2 diabetes.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Body Mass Index
  • COVID-19 / epidemiology*
  • COVID-19 / genetics
  • COVID-19 / therapy
  • Causality
  • Comorbidity
  • Diabetes Mellitus, Type 2 / epidemiology*
  • Diabetes Mellitus, Type 2 / genetics
  • Genome-Wide Association Study
  • Hospitalization / statistics & numerical data*
  • Humans
  • Mendelian Randomization Analysis*
  • Obesity / classification
  • Obesity / epidemiology*
  • Obesity / genetics
  • Polymorphism, Single Nucleotide / genetics
  • Risk Factors
  • SARS-CoV-2*
  • Severity of Illness Index