Objective To analyze the causal relation of body mass index with gout based on two⁃sample bidirectional Mendelian randomization (MR). Methods Genome⁃wide association studies data of body mass index and gout were obtained from the database of IEU OpenGWAS Project. Body mass index and gout were each other's exposure factors and outcomes, and single nucleotide polymorphism (SNP), which was significantly related to exposure factors and outcomes, was used as the instrumental variables. After screening instrumental variables, two⁃sample bidirectional MR analysis was performed by employing inverse variance weighted (IVW) method, MR⁃Egger test, weighted median (WM) method, simple mode method, and weighted mode; furthermore, reliability of results was validated by using heterogeneity test, leave⁃one⁃out method, and horizontal pleiotropy test. Results In forward MR analysis, the results of IVW method analysis revealed that there was positive causality of the occurrence risk between body mass index and gout, and for every 1 standard deviation increase in body mass index, the occurrence risk of gout increased by 1.007 times (OR=1.007, P<0.05); in addition, WM method, simple mode method and weighted mode also obtained similar causal relation (OR>1, P<0.05). In backward MR analysis, the results of IVW method analysis indicated that there was negative causality between gout and body mass index, but gout had less effect on body mass index (OR=0.301, P<0.05), and WM method, weighted mode also obtained similar causal relation (OR<1, P<0.05). The results of bidirectional MR analysis were heterogeneous (P<0.05), but there was no horizontal pleiotropy (P>0.05), and the results of MR analysis were still stable after removing single SNP. Conclusion There is bidirectional causal relation between body mass index and gout, body mass index increase is the risk factor for gout onset, whereas gout has less effect on body mass index.