Herein, we first found the significant expression of PLEKHA2, PLEKHB1, PNPLA7, SCD, MGST3 and TSNAX in osteoporosis of postmenopausal women, which may be valuable in understanding the pathology mechanism of the disease. This evidence concerns the gene PNPLA7 and osteoporosis.