Resveratrol (RSV) improves metabolic functions, but its tissue-specific effects on diabetes remain unclear. This study investigated RSV's impact on molecular pathways in an experimental model of diabetes in cardiac and skeletal muscles and adipose tissue. Wistar rats were assigned to control (C), control treated with RSV (RC), diabetic (D), and diabetic treated with RSV (RD). Diabetes was induced using streptozotocin and nicotinamide, and RSV was administered for six weeks. In diabetic rats, RSV treatment significantly reduced collagen accumulation in cardiac and skeletal muscle tissues compared to untreated diabetic controls, although it did not restore muscle mass. Adipose tissue in diabetic rats exhibited a significant reduction of 3.4 times in collagen levels following RSV treatment. However, this reduction was not associated with any measurable improvement in tissue function. In cardiac tissue, RSV downregulated phosphorylated protein kinase B (AKT)/AKT and phosphorylated ribosomal protein S6 (rpS6)/rpS6 while mammalian target of rapamycin (mTOR) activity remained unchanged. In skeletal muscle, RSV suppressed rpS6 phosphorylation without affecting (mTOR) signaling. RSV enhanced mTOR and Beclin-1 expression in adipose tissue, though metabolic dysfunction persisted. RSV reduced receptors for advanced glycation end-product expression in all tissues, indicating the modulation of hyperglycemia-driven pathways. RSV improved fibrosis and signaling pathways but failed to reverse abnormal tissue growth patterns, including cardiac hypertrophy, skeletal muscle atrophy, and adipose tissue atrophy.