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Analysis ideas #8

@mschubert

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@mschubert
  • relationship between signalling footprints and pathway expression
    • overlap
    • which signal activates transcription of which pathway?
    • which pathways are more posttranslationally controlled, which more by expression? (would need phospho for this, but could probably do drug/survival response)
    • is the effect the same for cell lines and primary tumors?
    • for each cancer type, where do pathway expression/footprints correlate more? less?
      • should do a pancan and tissue-specific correlation plot here (resp<->resp and resp<->expr)
  • TCGA pathway activation + enrichment of variants that activate those
    • e.g., we find PI3K_variantTP53_R282W and enrichment of this variant in some cancers (BRCA)
      • does the same cancer need to have PI3K activated?
      • does p53 bind more PI3K-responsive genes with modified motif?
  • tcga_pathway_per_mutation: use GISTIC scores as regression coeffs? (= include +/-1)

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