Through high‐throughput virtual screening, this work identifies Pantethine as a potent PSMD14 activator that enhances deubiquitinase activity, restores SLC7A11 expression in osteocytes, and mitigates osteoporosis. This evidence concerns the gene SLC7A11 and osteoporosis.