Yan et al. also discovered that PPARGC1B is a novel susceptible gene for Kashin-Beck disease (KBD), which induces the occurrence and development of KBD by activating nuclear genes involved in mitochondrial respiration and biogenesis and thereby affects mitochondrial function [83]. This evidence concerns the gene PPARGC1B and Kashin-Beck disease.