Purine ribonucleotide salvage

associated omics data
GO:0106380Ontology (GO BP)GO biological process · ~8 member genes

Q-omics provides the Purine ribonucleotide salvage (GO:0106380) pathway profile, scoring each patient from the combined activity of its roughly 8 member genes. Pathway activity is associated with patient survival in 25 of 34 cancer types, with the highest sampling consensus in KIRC. Among the 18 cancer types available for tumor–normal comparison, the pathway is differentially active in 13, with the highest sampling consensus in HNSC. Additionally, pathway RNA activity shows 35,679 significant cross-omics associations, again with the highest sampling consensus in STAD. Together, these results highlight KIRC, HNSC, and STAD as cancer lineages where the pathway shows reproducible signals across outcome, tissue activity, and molecular association analyses.

Every result is evaluated using two consensus scores. Sampling consensus measures how consistently a finding is reproduced within a cancer lineage across different conditions. Lineage consensus measures how broadly the result is shared across cancer types, distinguishing pan-cancer signals from lineage-specific patterns. Pathway-against-pathway and pathway-against-mutation comparisons are not available for ontology entities.

Survival associations

This table summarizes Purine ribonucleotide salvage survival associations by molecular data type. RNA-level pathway activity shows survival associations in the most cancer types (25). The rightmost column indicates the cancer type with the highest sampling consensus for each layer.
Data typeSurvival analysisLineage consensusLineage of highest sampling consensus
GO function (RNA)Kaplan–Meier25KIRC (119)view →
GO function (Protein (mass-spec))Kaplan–Meier6UCEC (36)view →
This table ranks reproducible pathway activity–survival associations across cancer types. High Purine ribonucleotide salvage activity shows unfavorable associations in KIRC, UCEC, KIRP, UVM, LUAD and STAD. In the KIRC Kaplan–Meier curve the high-activity group declines faster, consistent with the unfavorable association (log-rank p < 0.001). KIRC ranks highest by sampling consensus for Purine ribonucleotide salvage.
LineageMeasureSplitStageAUC1
high
AUC2
low
pSampling consensus
KIRCOSMedianAll0.4940.738<.001119view →
UCECDFSMedianAll0.7780.883<.001108view →
KIRPOSQuartileII,III,IV0.1360.752<.001102view →
UVMDFSMedianIII,IV0.4040.875.00348view →
LUADOSTertileAll0.7730.870.00540view →
STADDFSMedianIV0.1710.670.00630view →
Pink = unfavorable, green = favorable. all 25 lineages →

Purine ribonucleotide salvage-KIRC (OS)

Kaplan–Meier survival curve for Purine ribonucleotide salvage pathway activity in KIRC: high vs low activity groups.

Explore this curve interactively →

Tumor vs Normal activity

This table summarizes Purine ribonucleotide salvage tumor–normal activity differences by data type. RNA-level activity shows significant tumor–normal differences in 13 cancer types, while mass-spec protein activity shows differences in 4. The strongest signals are in HNSC for RNA and CCRCC for protein.
Data typeActivity analysisLineage consensusLineage of highest sampling consensus
GO function (RNA)Box plot13HNSC (12)view →
GO function (Protein (mass-spec))Box plot4CCRCC (12)view →
This table ranks reproducible tumor–normal activity differences for the pathway. A positive fold-change indicates higher activity in tumor tissue. The pathway shows consistently higher tumor activity across HNSC, COAD, KIRC, LUAD, LUSC and THCA. In the HNSC box plot, tumor samples show higher pathway activity than matched normal samples (log2 FC = +0.073, t-test p < 0.001).
LineageGenderStageFold-changepSampling consensus
HNSCMaleAll+0.073<.00112view →
COADFemaleII,III,IV+0.074<.00111view →
KIRCMaleIV+0.061<.00111view →
LUADMaleAll+0.090<.0019view →
LUSCFemaleAll+0.110<.0018view →
THCAFemaleIII,IV+0.053<.0017view →
Pink = higher activity in tumor. all 13 lineages →

Purine ribonucleotide salvage-HNSC

Tumor-vs-normal pathway-activity box plot for Purine ribonucleotide salvage in HNSC.

Explore this plot interactively →

Cross-omics associations

This table shows molecular features associated with Purine ribonucleotide salvage pathway activity in patient tissues and cancer cell lines. In patient samples, pathway activity is most strongly linked to RNA and protein features, with the largest associated set in STAD. In cancer cell lines, RNA-expression features and functional dependencies dominate, with the largest set in LUNG_SCLC.
Associated data typeStrength (# associated data)Lineage of highest associated data
RNA
RNA35,679STAD (16335)view →
Protein (mass-spec)10,375BRCA (2370)view →
Protein (mass-spec)
Protein (mass-spec)18,892GBM (4429)view →
RNA6,587GBM (2364)view →
Associated data typeStrength (# associated data)Lineage of highest associated data
CRISPR
CRISPR1,988LUNG_SCLC (157)view →
RNA1,488BREAST (196)view →
RNA
RNA5,453BLOOD_Leukemia (1448)view →
CRISPR2,052SKIN (261)view →
Protein (mass-spec)
Protein (mass-spec)2,288CNS (983)view →
RNA1,965OVARY (386)view →
shRNA
RNA1,723LUNG_NSCLC_LUAD (472)view →
shRNA1,452LUNG_NSCLC_LUAD (211)view →