Fig. 1: Study design.

Stage 1: Metabolites associated with BMI/WHR are identified using univariable MR; Stage 2: Obesity-driven metabolites associated with cancer risk are identified using univariable MR; Stage 3: The effect mediated through metabolites is estimated using multivariable MR. Created with BioRender.com.