Mechanistically, we have elucidated the PGC-1α/FNDC5/irisin axis in skeletal muscle and the direct proosteogenic role of irisin-integrin αvβ5 signaling on osteoblasts in renal osteodystrophy. This evidence concerns the gene PPARGC1A and renal osteodystrophy.