Mechanical loading, essential for bone health, promotes bone formation and remodeling. However, the positive response diminishes in cases of disuse and aging, leading to bone loss and an increased fracture risk. This study demonstrates that activating hemichannels (HCs) using a connexin 43 (Cx43) antibody, Cx43(M2), in bone osteocytes revitalizes aging and disused bones. Using a hindlimb suspension (HLS) disuse model and a tibial mechanical loading model, we found that Cx43(M2) inhibited bone loss and osteocyte apoptosis induced by unloading in 16-week-old adult mice. Additionally, it enhanced bone mass in response to tibial loading in 22-month-old aged mice. The HC opening released bone anabolic factor prostaglandin E2 (PGE2) and suppressed catabolic factor sclerostin (SOST). This suppressed the increase of cortical bone formation and reduction of bone resorption during unloading and promoted trabecular and cortical bone formation during loading. Cx43(M2)-induced HC opening, coupled with PGE2 release, effectively rescued unloading-induced bone loss and restored the diminished anabolic response of aged bones to mechanical loading. Activating HCs with the Cx43 antibody holds promise as a de novo therapeutic approach, as it can overcome the limitations of existing treatment regimens for treating bone loss and osteoporosis associated with aging and disuse.