Figure 4.

Multi-omics characteristics of eight reactive oxygen species (ROS) clusters. Multi-omics characteristics including mutation, copy number variation (CNV), micro-RNA, protein, Gene Ontology (GO), and tumor purity alterations in each ROS cluster. For mutations, characteristic mutations with most occurrences are shown—for CNV: red = amplification, blue = deletion; for micro-RNA, protein, and GO: red = up-regulated, blue = down-regulated; and for tumor purity: red = high purity, blue = low purity.