After initially analyzing the more important 10 hub-genes, we further performed Univariate and multivariate logistic regression based on the patients’ clinical information, and found that three genes, IL7R, GZMA and CD8A, were statistically significant in the multivariate logistic regression, which implies that these three genes are independent risk factors for determining sepsis. The gene discussed is IL7R; the disease is Sepsis.