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Patient characteristics in the high- and low-risk groups in the training set. (a) Survival distribution of high- and low-risk patients. (b) ROC curves predicting 1-, 3-, and 5-year survival rates. (c) Expression of the 8 miRNAs changed with increasing risk score. Comparisons of somatic mutation count (d) and UBQLN4 expression (e) in the high- and low-risk groups.
