Thus, by directly comparing senescent cell clearance using two parallel genetic models, we demonstrate that radiation‐induced osteoporosis is driven predominantly by p21Cip1‐ rather than p16Ink4a‐mediated cellular senescence. Here, CDKN1A is linked to osteoporosis.