Three mRNAs, encoding calcium-binding/associated proteins, ANXA1, S100A4, and TMEM64, were found to be at a lower level in the PBMC preparations from osteoporosis patients than nonosteoporotic controls. This evidence concerns the gene ANXA1 and osteoporosis.