Elevated PCT emerged as the strongest risk factor for hospitalisation, with additional predictors including advanced age (aged ≥65 years and per decade increase), hypotension, fever (>38°C), elevated CRP, creatinine (≥1.2 mg/dl), male sex, and diabetes. The gene discussed is CRP; the disease is diabetes mellitus.