Our findings offer dual strategies: repurposing AdipoR1 agonists (e.g., AdipoRon) or reducing circulating KAL (e.g., via genetic ablation or triglyceride-lowering agents such as fenofibrate), both applicable to diabetes/MASLD-related metabolic myopathy. Here, ADIPOR1 is linked to diabetes mellitus.