Although the MR Egger method did not show consistent results with the other four methods when obesity was analyzed as an exposure and apoA1 as an outcome in MR analysis, the p-value of the MR Egger method, which was greater than 0.05, was considered not statistically significant. This evidence concerns the gene APOA1 and obesity disorder.