Angiogenesis involved in coronary vascular morphogenesis

associated omics data
GO:0060978Ontology (GO BP)GO biological process · ~5 member genes

Q-omics provides the Angiogenesis involved in coronary vascular morphogenesis (GO:0060978) pathway profile, scoring each patient from the combined activity of its roughly 5 member genes. Pathway activity is associated with patient survival in 25 of 34 cancer types, with the highest sampling consensus in ACC. Among the 18 cancer types available for tumor–normal comparison, the pathway is differentially active in 15, with the highest sampling consensus in BLCA. Additionally, pathway RNA activity shows 32,975 significant cross-omics associations, again with the highest sampling consensus in STAD. Together, these results highlight ACC, BLCA, 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 Angiogenesis involved in coronary vascular morphogenesis 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–Meier25ACC (92)view →
GO function (Protein (mass-spec))Kaplan–Meier6LUAD (28)view →
This table ranks reproducible pathway activity–survival associations across cancer types. High Angiogenesis involved in coronary vascular morphogenesis activity shows favorable associations in BLCA, but unfavorable associations in ACC, KIRP, LGG, BRCA and MESO. In the ACC Kaplan–Meier curve the high-activity group declines faster, consistent with the unfavorable association (log-rank p < 0.001). ACC ranks highest by sampling consensus for Angiogenesis involved in coronary vascular morphogenesis.
LineageMeasureSplitStageAUC1
high
AUC2
low
pSampling consensus
ACCOSTertileII,III,IV0.5680.918<.00192view →
KIRPDFSTertileAll0.7350.888.00166view →
LGGOSMedianAll0.7520.863<.00140view →
BRCADFSTertileII,III,IV0.8560.921.00235view →
MESOOSMedianIV0.2520.748.00231view →
BLCADFSMedianII,III,IV0.4350.270.00431view →
Pink = unfavorable, green = favorable. all 25 lineages →

Angiogenesis involved in coronary vascular morphogenesis-ACC (OS)

Kaplan–Meier survival curve for Angiogenesis involved in coronary vascular morphogenesis pathway activity in ACC: high vs low activity groups.

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Tumor vs Normal activity

This table summarizes Angiogenesis involved in coronary vascular morphogenesis tumor–normal activity differences by data type. RNA-level activity shows significant tumor–normal differences in 15 cancer types, while mass-spec protein activity shows differences in 5. The strongest signals are in BLCA for RNA and COAD for protein.
Data typeActivity analysisLineage consensusLineage of highest sampling consensus
GO function (RNA)Box plot15BLCA (11)view →
GO function (Protein (mass-spec))Box plot5COAD (11)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 higher tumor activity across LIHC and KIRC and lower tumor activity in BLCA, KICH, LUAD and LUSC. In the BLCA box plot, normal samples show higher pathway activity than tumor samples (log2 FC = −0.094, t-test p < 0.001).
LineageGenderStageFold-changepSampling consensus
BLCAMaleAll−0.094<.00111view →
KICHMaleAll−0.093<.0019view →
LUADAllIII,IV−0.085<.0019view →
LUSCFemaleII,III,IV−0.161<.0018view →
LIHCMaleII,III,IV+0.077<.0018view →
KIRCMaleIII,IV+0.055<.0018view →
Pink = higher activity in tumor. all 15 lineages →

Angiogenesis involved in coronary vascular morphogenesis-BLCA

Tumor-vs-normal pathway-activity box plot for Angiogenesis involved in coronary vascular morphogenesis in BLCA.

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Cross-omics associations

This table shows molecular features associated with Angiogenesis involved in coronary vascular morphogenesis 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 OESOPHAGUS.
Associated data typeStrength (# associated data)Lineage of highest associated data
RNA
RNA32,975STAD (15061)view →
Protein (mass-spec)16,438LSCC (6148)view →
Protein (mass-spec)
Protein (mass-spec)14,547BRCA (2699)view →
RNA4,021BRCA (2034)view →
Associated data typeStrength (# associated data)Lineage of highest associated data
CRISPR
CRISPR2,091OESOPHAGUS (147)view →
shRNA1,617BREAST (191)view →
RNA
RNA6,816BONE (3286)view →
shRNA1,145BONE (186)view →
shRNA
shRNA2,343SKIN (446)view →
RNA2,143BLOOD_Leukemia (400)view →
Protein (mass-spec)
RNA729BONE (281)view →
CRISPR298CNS (160)view →