CRP and coronary artery disorder: Machine learning models can address the decline in diagnostic capability of SHR in the elderly population.<h4>Conclusion</h4>SHR is a superior composite biomarker for early diagnosis of CAD with clinically relevant stenoses, outperforming CRP and SAA.