Cardiac neural crest cell development involved in outflow tract morphogenesis

associated omics data
GO:0061309Ontology (GO BP)GO biological process · ~13 member genes

Q-omics provides the Cardiac neural crest cell development involved in outflow tract morphogenesis (GO:0061309) pathway profile, scoring each patient from the combined activity of its roughly 13 member genes. Pathway activity is associated with patient survival in 16 of 34 cancer types, with the highest sampling consensus in SKCM. Among the 18 cancer types available for tumor–normal comparison, the pathway is differentially active in 14, with the highest sampling consensus in KICH. Additionally, pathway RNA activity shows 35,386 significant cross-omics associations, again with the highest sampling consensus in STAD. Together, these results highlight SKCM, KICH, 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 Cardiac neural crest cell development involved in outflow tract morphogenesis survival associations by molecular data type. RNA-level pathway activity shows survival associations in the most cancer types (16). 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–Meier16SKCM (34)view →
GO function (Protein (mass-spec))Kaplan–Meier7HNSC (42)view →
This table ranks reproducible pathway activity–survival associations across cancer types. High Cardiac neural crest cell development involved in outflow tract morphogenesis activity shows favorable associations in KIRC, but unfavorable associations in SKCM, MESO, ACC, COAD and THCA. In the SKCM Kaplan–Meier curve the high-activity group declines faster, consistent with the unfavorable association (log-rank p < 0.001). SKCM ranks highest by sampling consensus for Cardiac neural crest cell development involved in outflow tract morphogenesis.
LineageMeasureSplitStageAUC1
high
AUC2
low
pSampling consensus
SKCMDFSMedianIII,IV0.3540.619<.00134view →
MESOOSQuartileII,III,IV0.2660.525.00832view →
ACCDFSQuartileIII,IV0.0780.719.00631view →
KIRCDFSQuartileAll0.8570.525.00222view →
COADOSMedianII,III,IV0.4120.674.01519view →
THCAOSQuartileAll0.9741.000.01314view →
Pink = unfavorable, green = favorable. all 16 lineages →

Cardiac neural crest cell development involved in outflow tract morphogenesis-SKCM (DFS)

Kaplan–Meier survival curve for Cardiac neural crest cell development involved in outflow tract morphogenesis pathway activity in SKCM: high vs low activity groups.

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Tumor vs Normal activity

This table summarizes Cardiac neural crest cell development involved in outflow tract morphogenesis tumor–normal activity differences by data type. RNA-level activity shows significant tumor–normal differences in 14 cancer types, while mass-spec protein activity shows differences in 3. The strongest signals are in KICH for RNA and CCRCC for protein.
Data typeActivity analysisLineage consensusLineage of highest sampling consensus
GO function (RNA)Box plot14KICH (11)view →
GO function (Protein (mass-spec))Box plot3CCRCC (6)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 lower tumor activity across KICH, LUSC, LUAD, BLCA, UCEC and BRCA. In the KICH box plot, normal samples show higher pathway activity than tumor samples (log2 FC = −0.122, t-test p < 0.001).
LineageGenderStageFold-changepSampling consensus
KICHAllIII,IV−0.122<.00111view →
LUSCFemaleAll−0.129<.0018view →
LUADAllIII,IV−0.103<.0018view →
BLCAAllIII,IV−0.085.0057view →
UCECAllIII,IV−0.162<.0016view →
BRCAAllIII,IV−0.106<.0016view →
Pink = higher activity in tumor. all 14 lineages →

Cardiac neural crest cell development involved in outflow tract morphogenesis-KICH

Tumor-vs-normal pathway-activity box plot for Cardiac neural crest cell development involved in outflow tract morphogenesis in KICH.

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Cross-omics associations

This table shows molecular features associated with Cardiac neural crest cell development involved in outflow tract 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 LUNG_NSCLC_LUAD.
Associated data typeStrength (# associated data)Lineage of highest associated data
RNA
RNA35,386STAD (19585)view →
Protein (mass-spec)15,902LSCC (8762)view →
Protein (mass-spec)
Protein (mass-spec)11,599GBM (2978)view →
RNA1,300LSCC (367)view →
Associated data typeStrength (# associated data)Lineage of highest associated data
CRISPR
RNA1,726LUNG_NSCLC_LUAD (382)view →
CRISPR1,308LUNG_SCLC (165)view →
RNA
RNA5,093SOFT_TISSUE (1711)view →
CRISPR2,065BLOOD_Leukemia (179)view →
shRNA
RNA1,464LARGE_INTESTINE (345)view →
shRNA1,349BLOOD_Myeloma (287)view →
Protein (mass-spec)
RNA41OVARY (41)view →
Drug29OVARY (29)view →