GJA1 and osteoporosis: Collectively, this study sheds light on microvascular function in osteoporosis and permits us to capture dynamic changes in endothelial cell‐bone interactions under GCs by dissecting the Cx43 mechanism and proposing this as a potential target for bone diseases.