THBS1 facilitates myocardial fibrosis via TGF-β activation and MMP/myofibroblast pathways, whereas adiponectin signals through AMPK/PPAR-α to exert anti-inflammatory, antifibrotic, and metabolic protective effects. Here, PPARA is linked to Myocardial fibrosis.