SIRT5 and osteoporosis: Given SIRT5’s mitochondrial regulatory role, we confirmed its significant downregulation in ovariectomized (OVX) mouse bone tissue versus Sham controls (Fig. S2e), establishing SIRT5 as a master regulator of osteoporosis pathogenesis through pyruvate metabolism modulation.