In our MR analysis, we found an inverse association between genetically determined adiponectin concentration and colorectal cancer, which was not robust in the MR‐Egger and Weighted median approach, which suggests that horizontal pleiotropy may have influenced this result. Here, ADIPOQ is linked to colorectal cancer.