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Table 3 Prognostic pathways of various subtypes

From: A pan-kidney cancer study identifies subtype specific perturbations on pathways with potential drivers in renal cell carcinoma

Pathways

Log-rank test p-value

Benjamini-Hochberg FDR q-value

Expression status associated with poor survival

Dysregulation against normal tissues

Subtype

PEROXISOME

6.30E-11

1.57E-09

Lower expression

Downregulated

ccRCC

FATTY_ACID_METABOLISM

3.17E-10

3.16E-09

Lower expression

Downregulated

ccRCC

ASCORBATE_AND_ALDARATE_METABOLISM

3.82E-10

3.16E-09

Lower expression

Downregulated

ccRCC

TERPENOID_BACKBONE_BIOSYNTHESIS

5.06E-10

3.16E-09

Lower expression

Downregulated

ccRCC

BETA_ALANINE_METABOLISM

7.84E-09

3.92E-08

Lower expression

Downregulated

ccRCC

DRUG_METABOLISM_CYTOCHROME_P450

3.78E-08

1.57E-07

Lower expression

Downregulated

ccRCC

BUTANOATE_METABOLISM

4.82E-08

1.72E-07

Lower expression

Downregulated

ccRCC

ARGININE_AND_PROLINE_METABOLISM

7.71E-07

2.41E-06

Lower expression

Downregulated

ccRCC

TIGHT_JUNCTION

6.81E-06

1.89E-05

Lower expression

Downregulated

ccRCC

SELENOAMINO_ACID_METABOLISM

1.14E-05

2.85E-05

Lower expression

Downregulated

ccRCC

METABOLISM_OF_XENOBIOTICS_BY_CYTOCHROME_P450

3.13E-05

7.11E-05

Lower expression

Downregulated

ccRCC

TYROSINE_METABOLISM

7.69E-05

0.000160213

Lower expression

Downregulated

ccRCC

PROSTATE_CANCER

0.001937092

0.003725177

Lower expression

Downregulated

ccRCC

CARDIAC_MUSCLE_CONTRACTION

0.003658082

0.006532289

Lower expression

Downregulated

ccRCC

EPITHELIAL_CELL_SIGNALING_IN_HELICOBACTER_PYLORI_INFECTION

0.010330511

0.017217519

Lower expression

Downregulated

ccRCC

FOLATE_BIOSYNTHESIS

0.021334521

0.033335189

Lower expression

Downregulated

ccRCC

GLUTATHIONE_METABOLISM

0.035577554

0.052319932

Lower expression

Downregulated

ccRCC

SMALL_CELL_LUNG_CANCER

0.014468144

0.102927174

Higher expression

Downregulated

ChRCC

AXON_GUIDANCE

0.021736945

0.102927174

Higher expression

Downregulated

ChRCC

PROTEIN_EXPORT

0.025731793

0.102927174

Higher expression

Upregulated

ChRCC

VASCULAR_SMOOTH_MUSCLE_CONTRACTION

0.0302394

0.14745595

Higher expression

Downregulated

PRCC

ARRHYTHMOGENIC_RIGHT_VENTRICULAR_CARDIOMYOPATHYARRHYTHMOGENIC_RIGHT_VENTRICULAR_CARDIOMYOPATHY

0.04406722

0.14745595

Higher expression

Downregulated

PRCC

SPLICEOSOME

0.04564237

0.14745595

Higher expression

Upregulated

PRCC