Although we cannot rule out the existence of weak associations for specific cancer subtypes for which our analyses were possibly underpowered, or undetected violations to the MR assumptions for causal inference, our results suggest that adiponectin, leptin, sOB‐R and PAI‐1 do not play a causal role in cancer development. Here, SERPINE1 is linked to cancer.