This study analyzed the associations of COL1A1 (rs1107946, rs1800012) and COL1A2 (rs42524) polymorphisms with BMD, obesity, and type 2 diabetes (T2D) in 554 postmenopausal women. Here, COL1A1 is linked to obesity due to melanocortin 4 receptor deficiency.