In the inflammatory and aging bone marrow microenvironment, neutrophils secrete TGF‐β1 and activate the CCR5 signaling axis, which suppresses MSC osteogenesis while promoting osteoclast development, an important mechanism in senile osteoporosis. The gene discussed is CCR5; the disease is osteoporosis.