Drug classes frequently associated with drug-induced osteoporosis during long-term use include glucocorticoids, aromatase inhibitors, androgen-deprivation therapy, thyroxine, proton pump inhibitors, anticoagulants (heparin and vitamin K antagonists), antidepressants, neuroleptics, and thiazolidinediones. The gene discussed is CYP19A1; the disease is osteoporosis.