The multivariable logistic regression model demonstrated that age > 85 years, being male, having a pneumonia diagnosis, pressure ulcers, CCI ≥ 8, functional dependency for four or more ADLs, presence of dysphagia, as well as abnormal urea and albumin at the time of AD diagnosis were predictive of one-year mortality (Table 3). The gene discussed is ALB; the disease is susceptibility to pneumonia measurement.