In this study, we first explored the association of IL-34 and IL-38 with stroke and all-cause mortality in patients with new-onset AF and found that low levels of IL-34 were independent predictors of stroke, while high concentrations of IL-38 were correlated with all-cause death, which goes beyond earlier findings. The gene discussed is IL1F10; the disease is Stroke.