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Unsupervised consensus clustering based on the ceRNA network. (A) Heatmap of k-means clustering based on the ceRNA network. (B) Proportions of TME cells in the two clusters. (C) Expression of immune checkpoint genes in the two subgroups. (D) Immune and stromal scores of the two subgroups. (E) Kaplan–Meier survival curve of OS for KIRC patients in the two subgroups. (ns: not significant, * p < 0.05, ** p < 0.01, *** p < 0.001, **** p < 0.0001).
