By elucidating the combined influence of IL‐6, GDF‐15 and sarcopenia on perioperative outcomes and long‐term survival, this study aims to enhance prognostication, optimise preoperative preparation and refine postoperative care strategies for patients with BC. The gene discussed is GDF15; the disease is breast cancer.