Research by Chen et al. revealed that obesity-altered gut microbiota activates the Toll-like receptor 4 (TLR4) pathway via lipopolysaccharide (LPS), triggering senescence in bone marrow-derived macrophages (BMMs) and ultimately contributing to bone loss (39). The gene discussed is TLR4; the disease is Obesity.