Furthermore, through MR analysis, HIF1A was identified as a potential protective factor, significantly negatively correlated with the risk of tinnitus (OR = 0.78, p = 0.008), while CCND1 showed a positive correlation (OR = 1.22, p = 0.04). This evidence concerns the gene HIF1A and Tinnitus.