Monogenic forms, often syndromic, were linked to mutations in genes such as COL1A1, COL1A2, and WNT1, whereas multifactorial osteoporosis, particularly postmenopausal, was associated with variants in LRP5, SOST, VDR, and other GWAS-identified loci. The gene discussed is COL1A1; the disease is osteoporosis.