Subsequent SHAP analysis revealed SRC, HSP90AB1, HSP90AA1 and CDK1 as the key contributors to prognostic prediction, with each being highly expressed in BC and linked to poor clinical prognosis. The gene discussed is HSP90AB1; the disease is breast cancer.