Figure 2. Step diagram of the study. Abbreviations: ccRCC: renal clear cell carcinoma; TCGA: Cancer Genome Atlas; DEGs: differentially expressed genes; lncRNAs: long non-coding RNAs; ROC: receiver operating characteristic; PCA: principal component analysis.