Fig. 1

Consensus clustering and the different immune profiles between two clusters. A Consensus matrix heatmap indicating that the optimal value for consensus clustering is K = 2. B Heatmap visualizing the different expression pattern of the 92 MAGs in the two clusters. C Survival curve of the patients in the two clusters. D CIBERSORT analysis in the two clusters. E The expression of immune checkpoints among two clusters. P values were showed as: ns not significant; *p < 0.05; **p < 0.01; ***p < 0.001