Table 1.
Analysis | Unique triplets | Unique CpGs | Unique TFs | Unique targets |
---|---|---|---|---|
Promoter analysis | ||||
Screening | 165 | 49 | 56 | 42 |
Confirmation | 31 | 29 | 18 | 25 |
Distal analysis | ||||
Screening | 2358 | 315 | 155 | 570 |
Confirmation | 52 | 43 | 44 | 44 |
Regulon-based analysis | ||||
Screening | 78 | 23 | 19 | 19 |
Confirmation | 47 | 18 | 11 | 6 |
After removing effects of copy number alteration and tumor purity estimate in gene expression data, the robust linear model target gene expression residual ∼ TF activity +DNAm.group +DNAm.group× TF activity was used to analyze CpG–TF–target gene triplets. In each analysis, TFs with binding sites within 250 bp of the CpGs were analyzed, and TF activity scores were estimated using the VIPER algorithm. Shown are significant triplets at 5% overall FDR level and the unique CpGs, TFs and targets in these triplets. The CpGs in the promoter regions (±2 kb around the TSS) were linked to genes that had promoters overlapping with them (promoter analysis), while CpGs in the distal regions (>2 kb from TSS) were linked to five genes upstream and five genes downstream within 1 million bp (distal analysis). In regulon-based analysis, CpGs were linked to TF–target gene pairs in the pan-cancer regulons described in (31). Abbreviations: DNAm, DNA methylation; TSS, transcriptional start site; TF, transcription factor