Using restricted cubic spline curves adjusted for the previously mentioned covariates (but not including APOE, and HDL-C PRS) a near–linear association between HDL-C levels and dementia risk was demonstrated for all participants, and participants 75 years and older, reflecting an increasing risk of incident dementia as levels of HDL-C increase (Fig. 2). This evidence concerns the gene APOE and dementia.