Cox regression and two-sample Mendelian randomization results were mostly directionally consistent.<h4>Discussion</h4>Genetic lowering of non-HDL cholesterol via HMGCR, NPC1L1, and CETP reduces the risk of dementia. Here, HMGCR is linked to dementia.