Sex-stratified analyses revealed distinct death-associated factors: interstitial lung disease (ILD), pulmonary infection and ischemic stroke were independently associated with mortality in men, whereas older age, low C3, elevated C-reactive protein and total bilirubin (TBIL) levels were associated with mortality in women. The gene discussed is CRP; the disease is ischemic stroke.