Identification of Inflammatory Gene in the Congenital Heart Surgery Patients following Cardiopulmonary Bypass via the Way of WGCNA and Machine Learning Algorithms

Figure 3

Identification of hub genes for CPB. (a) Log value of the differentially expressed CPB-related genes in the LASSO model (left). The most proper log value in the LASSO model (right). (b) The area under the ROC curve of LASSO model is 1.0. (c) Support vector machine-recursive feature elimination algorithm to screen 17 characteristic genes. (d) Venn diagram showed the 4 overlapped genes obtained by the LASSO algorithm and SVM-RFE algorithm. (e) The area under the ROC curve of all 4 hub genes is 1.0.

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