Consequently, we recommend incorporating thyroid hormone sensitivity indicators, unsupervised learning, or other methods in future research to develop or update existing risk prediction models, potentially enhancing clinicians’ ability to differentiate high-risk CAD patients. The gene discussed is TG; the disease is coronary artery disorder.