Recent studies have reported abnormal expression of COL1A1 and COL1A2 in osteogenesis, osteoporosis, various bone disorders, and multiple cancers [10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27]. Here, COL1A1 is linked to osteoporosis.