As shown in Fig. 4, we established correlations encompassing various factors, including joint structural evaluation index (OARSI score and micro-CT data), muscle atrophy-related parameters (CSA and expression levels of Atrogin-1 and MuRF-1), and irisin levels. This evidence concerns the gene FNDC5 and muscle atrophy.