D’Amelio et al. found that estrogen deficiency enhances the production of the pro-osteoclastogenetic cytokine TNF-alpha, and observed that T cells and monocytes from women with osteoporosis exhibit a higher production of TNF-alpha [48]. Here, TNF is linked to osteoporosis.