TF ranking plot

For a given enriched motif, all human TF are ranked by the statistical − log₁₀(P − value) assessing the anti-correlation level of candidate Master Regulator TF expression with average DNA methylation level for sites with the given motif. As a result, the most anti-correlated TFs will be ranked in the first positions. By default, the top 3 most anti-correlated TFs and all TF classified by TFClass database in the same (sub)family are highlighted with colors blue, red and orange, respectively.

TF ranking plot: family classification

Shown are TF ranking plots based on the score ( − log₁₀(Pvalue)) of association between TF expression and DNA methylation of an enriched motif in the LUSC cancer type. The dashed line indicates the boundary of the top 5% association score. The top 3 associated TFs and the TF family members=(dots in red) that are associated with that specific motif are labeled in the plot

load("result/getTF.hypo.TFs.with.motif.pvalue.rda")
motif <- colnames(TF.meth.cor)[1]
TF.rank.plot(motif.pvalue = TF.meth.cor, 
             motif = motif,
             save = FALSE)

## Retrieving TFClass family classification from ELMER.data.

## Retrieving TFClass subfamily classification from ELMER.data.

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## $`1`

$TF ranking plot: For a given enriched motif, all human TF are ranked by the statistical $-log_{10}(P-value)$ assessing the anti-correlation level of candidate Master Regulator TF expression with average DNA methylation level for sites with the given motif. As a result, the most anti-correlated TFs will be ranked in the first positions. By default, the top 3 most anti-correlated TFs, and all TF classified by TFClass database in the same family and subfamily are highlighted with colors blue, red and orange, respectively.$

TF ranking plot: For a given enriched motif, all human TF are ranked by the statistical − log₁₀(P − value) assessing the anti-correlation level of candidate Master Regulator TF expression with average DNA methylation level for sites with the given motif. As a result, the most anti-correlated TFs will be ranked in the first positions. By default, the top 3 most anti-correlated TFs, and all TF classified by TFClass database in the same family and subfamily are highlighted with colors blue, red and orange, respectively.

## 
## attr(,"split_type")
## [1] "array"
## attr(,"split_labels")
##   X1
## 1  1