Restricted cubic spline analyses further revealed significant nonlinear associations between ApoB and depression risk in both unadjusted and adjusted models (P for nonlinearity < 0.001) (Figures 1G–I, Table 2). The gene discussed is APOB; the disease is depressive disorder.