Disentangling the Effect of BMI on Hepatocellular Carcinoma From Cirrhosis With Multivariable Mendelian Randomization

利用多变量孟德尔随机化方法区分BMI对肝细胞癌和肝硬化的影响

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Abstract

BACKGROUND & AIMS: While cirrhosis is a primary risk factor for hepatocellular carcinoma (HCC), a significant proportion of HCC cases attributed to metabolic dysfunction-associated steatotic liver disease (MASLD) develop in the absence of cirrhosis. MASLD is strongly linked to obesity, a known risk factor for multiple cancers. Whether the effect of obesity on HCC is mediated via cirrhosis or other factors is unknown. METHODS: We used univariable Mendelian randomization (MR) to test the total effect of a higher body mass index (BMI), a proxy for obesity, on HCC, and multivariable MR to test the direct effect. RESULTS: We estimated that the effect of BMI was a 1.65-fold higher risk of HCC per standard deviation increase (95% confidence interval (CI): 1.28-2.12, p-value = 1.0 × 10(-5)). The BMI effect became indistinguishable from zero when taking liability to cirrhosis into account with multivariable MR (odds ratio = 1.12, 95% CI: 0.84-1.50, p-value = 0.44). We investigated additional potential pathways linking BMI to HCC-such as inflammation and type 2 diabetes-and explored the direct effect of childhood obesity on the risk of HCC. We found no direct effect of inflammation or type 2 diabetes (p-values > 0.05). Childhood body size increased the risk of HCC (odds ratio = 1.78, 95% CI: 1.27-2.49, p-value = 8 × 10(-4)), but the effect disappeared when we took adult body size into account using multivariable MR. CONCLUSIONS: Cirrhosis liability is the primary mediator of the causal effect of obesity on HCC.

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