The most important characteristics (top 10 frequencies, from high to low) included willingness to treat, dyspnea, BUN, ALB, Neu, hemoglobin, nutritional intake, insomnia, respiratory frequency, and monocyte percentage. This evidence concerns the gene ALB and insomnia measurement.