Key result
Genetically predicted higher BMI associates with ~24% greater COVID-19 hospitalization risk, independent of inflammatory cytokines.
Why the study?
COVID-19 is more severe in individuals with obesity and often involves a cytokine storm, prompting investigation into whether cytokines mediate the effect of obesity on COVID-19 severity.
Does genetically predicted higher BMI increase COVID-19 severity, and is this effect mediated by circulating inflammatory cytokines?
Observational (n=1,683,768)
Does genetically predicted higher BMI increase COVID-19 severity, and is this effect mediated by circulating inflammatory cytokines?
Odds Ratio: 1.242 (95% CI 1.034–1.317)
p-value: p=1.63 x10-8
While higher BMI is causally associated with increased COVID-19 severity and alters specific inflammatory cytokines, there is no clear genetic evidence that baseline circulating cytokines mediate the link between obesity and severe COVID-19.
Background Coronavirus disease 2019 (COVID-19), is more severe in individuals with obesity. Furthermore, a cytokine storm was observed in many critically ill patients with COVID-19. Since adipose tissue secretes cytokines, we investigated whether cytokines mediate the effect of obesity on COVID-19 severity. Methods Using two-sample Mendelian randomization analyses we assessed the causal effect of body mass index (BMI) on COVID-19 severity. We then evaluated the BMI effect on 41 inflammatory cytokines, as well as on JAK-2, lymphocyte percentage and leptin. We also tested the relationship between these immunological factors and COVID-19 severity. The estimates obtained were used in a mediation analysis to understand the immunological factors linking BMI to COVID-19 severity. Results Higher BMI increased the risk of COVID-19 severity. BMI was also causally associated with 5 of the 41 inflammatory cytokines, HGF, TRAIL, IL 13, IL6, and IL 7. We identified TNF-α and IL-8 as the only two inflammatory cytokines associated with COVID-19 severity. Leptin-related genetic variation was associated with COVID-19 severity, but JAK-2 and lymphocyte percentage were not. We found no statistical evidence of mediation of immunological factors tested on the relationship between BMI and COVID-19 severity, although our estimate was 52.8%. Conclusions We replicated the previously reported association between BMI and COVID-19 severity. We identified the inflammatory cytokines elevated due to higher BMI. Other inflammatory cytokines showed evidence for increasing COVID-19 severity. However, we were unable to find statistical evidence of baseline levels of circulating cytokines, or additional factors involved in a cytokine storm i.e. JAK-2, lymphocyte percentage, and leptin, mediating the link between BMI and severe COVID-19. Although targeting specific cytokines will be of benefit in the general population, further work on cytokine levels during early phases of COVID-19 infection is needed to provide new approaches to decrease the risk of severe COVID-19 with higher BMI.
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Khamis et al. (2025) conducted an observational in COVID-19 (n=1,683,768). Body mass index (BMI) vs. Lower genetically-predicted BMI was evaluated on COVID-19 severity (hospitalization) (OR 1.242, 95% CI 1.034-1.317, p=1.63 x10-8). Genetically-predicted higher BMI increased the risk of COVID-19 hospitalization (OR 1.242), but there was no statistical evidence that inflammatory cytokines or leptin mediated this relationship.
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