Furthermore, MR studies using variants in HMGCR, NPC1L1, and PCSK9 have reported that decreased LDL-C levels were associated with an increased incidence of new-onset DM [9,10,17,18,19,20], but this finding was not supported by other studies [11,21]. Here, HMGCR is linked to diabetes mellitus.