Table 2. Number of remained ceRNA pairs after each ceRNA interaction filtering step in Crinet.
Step | # of Pairs | # of Genes |
---|---|---|
ALL | 212,994,480 | 20,640 |
Step1 | 16,082,000 | 20,640 |
Step2 | 247,885 | 11,910 |
Step3 | 209,220 | 11,726 |
Step4 | 52,858 | 7,263 |
Step5 | 17,443 | 4,494 |
ALL: All candidate pairs after keeping proper genes with effective regulation; Step1: pairs with a significant overlap for common miRNAs; Step2: pairs after filtered based on partial correlation between gene expressions excluding copy number aberration effect; Step3: pairs after filtered based on collective regulation; Step4: pairs after applying random sampling for Step2 and Step3; Step5: pairs after applying the network deconvolution method to exclude the spurious ceRNA pairs.