Further analyses revealed a significant indirect effect of RAR on depression through AIP, with an effect size of 0.0009 (p < 0.001), suggesting that AIP partially mediates the correlation between RAR and depression, accounting for approximately 7.8% of the total effect, as detailed in Table 3. This evidence concerns the gene AIP and depressive disorder.