Positive regulation of apoptotic process involved in morphogenesis

associated omics data
GO:1902339Ontology (GO BP)GO biological process · ~5 member genes

Q-omics provides the Positive regulation of apoptotic process involved in morphogenesis (GO:1902339) pathway profile, scoring each patient from the combined activity of its roughly 5 member genes. Pathway activity is associated with patient survival in 21 of 34 cancer types, with the highest sampling consensus in HNSC. Among the 18 cancer types available for tumor–normal comparison, the pathway is differentially active in 11, with the highest sampling consensus in THCA. Additionally, pathway RNA activity shows 34,312 significant cross-omics associations, again with the highest sampling consensus in BRCA. Together, these results highlight HNSC, THCA, and BRCA 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 Positive regulation of apoptotic process involved in morphogenesis survival associations by molecular data type. RNA-level pathway activity shows survival associations in the most cancer types (21). 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–Meier21HNSC (78)view →
GO function (Protein (mass-spec))Kaplan–Meier7PDAC (13)view →
This table ranks reproducible pathway activity–survival associations across cancer types. High Positive regulation of apoptotic process involved in morphogenesis activity shows favorable associations in HNSC, UCEC and CHOL, but unfavorable associations in MESO, LUSC and ACC. In the HNSC Kaplan–Meier curve the low-activity group declines faster, consistent with the favorable association (log-rank p < 0.001). HNSC ranks highest by sampling consensus for Positive regulation of apoptotic process involved in morphogenesis.
LineageMeasureSplitStageAUC1
high
AUC2
low
pSampling consensus
HNSCDFSQuartileAll0.7470.598<.00178view →
MESOOSMedianII,III,IV0.2850.507.00166view →
LUSCOSTertileAll0.2420.437<.00141view →
UCECOSMedianIV0.8930.566.01124view →
CHOLDFSQuartileAll0.8370.197.00421view →
ACCOSMedianIII,IV0.1800.674<.00119view →
Pink = unfavorable, green = favorable. all 21 lineages →

Positive regulation of apoptotic process involved in morphogenesis-HNSC (DFS)

Kaplan–Meier survival curve for Positive regulation of apoptotic process involved in morphogenesis pathway activity in HNSC: high vs low activity groups.

Explore this curve interactively →

Tumor vs Normal activity

This table summarizes Positive regulation of apoptotic process involved in morphogenesis tumor–normal activity differences by data type. RNA-level activity shows significant tumor–normal differences in 11 cancer types, while mass-spec protein activity shows differences in 3. The strongest signals are in THCA for RNA and PDAC for protein.
Data typeActivity analysisLineage consensusLineage of highest sampling consensus
GO function (RNA)Box plot11THCA (7)view →
GO function (Protein (mass-spec))Box plot3PDAC (4)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 THCA, ESCA and STAD and lower tumor activity in BRCA, KIRP and KIRC. In the THCA box plot, tumor samples show higher pathway activity than matched normal samples (log2 FC = +0.059, t-test p < 0.001).
LineageGenderStageFold-changepSampling consensus
THCAFemaleII,III,IV+0.059<.0017view →
BRCAFemaleAll−0.029.0036view →
KIRPMaleAll−0.075<.0015view →
ESCAFemaleAll+0.173.0054view →
STADAllAll+0.088<.0014view →
KIRCAllII,III,IV−0.028.0084view →
Pink = higher activity in tumor. all 11 lineages →

Positive regulation of apoptotic process involved in morphogenesis-THCA

Tumor-vs-normal pathway-activity box plot for Positive regulation of apoptotic process involved in morphogenesis in THCA.

Explore this plot interactively →

Cross-omics associations

This table shows molecular features associated with Positive regulation of apoptotic process involved in 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 BRCA. In cancer cell lines, RNA-expression features and functional dependencies dominate, with the largest set in URINARY_TRACT.
Associated data typeStrength (# associated data)Lineage of highest associated data
RNA
RNA34,312BRCA (13965)view →
Protein (mass-spec)14,384LSCC (8147)view →
Protein (mass-spec)
Protein (mass-spec)14,495UCEC (3970)view →
RNA1,614CCRCC (576)view →
Associated data typeStrength (# associated data)Lineage of highest associated data
CRISPR
CRISPR1,664URINARY_TRACT (141)view →
shRNA1,180BLOOD_Lymphoma (170)view →
RNA
RNA5,254LARGE_INTESTINE (966)view →
shRNA1,616UPPER_AERODIGESTIVE_TRACT (232)view →
shRNA
RNA1,681UPPER_AERODIGESTIVE_TRACT (268)view →
shRNA1,210BREAST (170)view →