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Table 3 Pathways associated to our pan-cancer signature genes

From: Towards a potential pan-cancer prognostic signature for gene expression based on probesets and ensemble machine learning

   

q-value

q-value

source

pathway name

p-value

(FDR)

(Bonferroni)

WikiPathways

Photodynamic therapy-induced

\(1.05 \times 10^{-7}\)

\(1.82 \times 10^{-4}\)

\(1.82 \times 10^{-4}\)

 

HIF-1 survival signaling

   

WikiPathways

Androgen receptor signaling

\(4.43 \times 10^{-5}\)

\(1.54 \times 10^{-2}\)

\(7.67 \times 10^{-2}\)

PID

Direct p53 effectors

\(1.93 \times 10^{-5}\)

\(1.67 \times 10^{-2}\)

\(3.34 \times 10^{-2}\)

REACTOME

Extracellular matrix organization

\(3.97 \times 10^{-5}\)

\(1.73 \times 10^{-2}\)

\(6.90 \times 10^{-2}\)

PID

HIF-2-alpha transcription factor network

\(3.19 \times 10^{-5}\)

\(1.85 \times 10^{-2}\)

\(5.54 \times 10^{-2}\)

PID

Beta1 integrin cell surface interactions

\(7.02 \times 10^{-5}\)

\(2.03 \times 10^{-2}\)

\(1.22 \times 10^{-1}\)

PID

Beta3 integrin cell surface interactions

\(9.88 \times 10^{-5}\)

\(2.45 \times 10^{-2}\)

\(1.72 \times 10^{-1 }\)

WikiPathways

Primary Focal Segmental

\(1.15 \times 10^{-4}\)

\(2.48 \times 10^{-2}\)

\(1.99 \times 10^{-1}\)

 

Glomerulosclerosis FSGS

   

PID

Alpha9 beta1 integrin signaling events

\(1.31 \times 10^{-4}\)

\(2.52 \times 10^{-2}\)

\(2.27 \times 10^{-1}\)

REACTOME

ECM proteoglycans

\(2.01 \times 10^{-4}\)

\(3.18 \times 10^{-2}\)

\(3.50 \times 10^{-1}\)

KEGG

MicroRNAs in cancer

\(1.90 \times 10^{-4}\)

\(3.30 \times 10^{-2}\)

\(3.30 \times 10^{-1}\)

ACSN2

MOMP_REGULATION

\(3.22 \times 10^{-4}\)

\(4.30 \times 10^{-2}\)

\(5.59 \times 10^{-1}\)

WikiPathways

Mammary gland development pathway

\(3.12 \times 10^{-4}\)

\(4.51 \times 10^{-2}\)

\(5.42 \times 10^{-1}\)

 

– Puberty (Stage 2 of 4)

   
  1. List of pathways enriched with genes mapped to the probesets in the combination signature. Enrichment analysis was done using pathDIP (core pathways). p-value: probability value of the association. q-value: minimum false discovery rate at which the test may be considered significant [63]