In our findings, the C-statistic of stroke prediction model integrated IL-34 and/or hs-cTnT were all superior to the original model, and NRI of the CHA2DS2-VASc score combined with hs-cTnT had a significantly improved. The gene discussed is IL34; the disease is Stroke.