Regulation of mesenchymal to epithelial transition involved in metanephros morphogenesis

associated omics data
GO:0003339Ontology (GO BP)GO biological process · ~7 member genes

Q-omics provides the Regulation of mesenchymal to epithelial transition involved in metanephros morphogenesis (GO:0003339) pathway profile, scoring each patient from the combined activity of its roughly 7 member genes. Pathway activity is associated with patient survival in 22 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 9, with the highest sampling consensus in KIRP. Additionally, pathway RNA activity shows 32,577 significant cross-omics associations, again with the highest sampling consensus in KIRP. Together, these results highlight KIRC, and KIRP 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 Regulation of mesenchymal to epithelial transition involved in metanephros morphogenesis survival associations by molecular data type. RNA-level pathway activity shows survival associations in the most cancer types (22). 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–Meier22KIRC (119)view →
GO function (Protein (mass-spec))Kaplan–Meier4PDAC (10)view →
This table ranks reproducible pathway activity–survival associations across cancer types. High Regulation of mesenchymal to epithelial transition involved in metanephros morphogenesis activity shows favorable associations in SKCM, DLBC and LUAD, but unfavorable associations in KIRC, HNSC and LGG. 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 Regulation of mesenchymal to epithelial transition involved in metanephros morphogenesis.
LineageMeasureSplitStageAUC1
high
AUC2
low
pSampling consensus
KIRCDFSMedianAll0.5120.708<.001119view →
SKCMOSTertileAll0.8410.686<.00166view →
HNSCOSMedianIV0.5320.667.00832view →
LGGOSTertileAll0.8280.946<.00124view →
DLBCDFSMedianII,III,IV0.9060.496.00719view →
LUADOSQuartileIII,IV0.7550.499.00718view →
Pink = unfavorable, green = favorable. all 22 lineages →

Regulation of mesenchymal to epithelial transition involved in metanephros morphogenesis-KIRC (DFS)

Kaplan–Meier survival curve for Regulation of mesenchymal to epithelial transition involved in metanephros morphogenesis pathway activity in KIRC: high vs low activity groups.

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Tumor vs Normal activity

This table summarizes Regulation of mesenchymal to epithelial transition involved in metanephros morphogenesis tumor–normal activity differences by data type. RNA-level activity shows significant tumor–normal differences in 9 cancer types, while mass-spec protein activity shows differences in 4. The strongest signals are in KIRP for RNA and HNSC for protein.
Data typeActivity analysisLineage consensusLineage of highest sampling consensus
GO function (RNA)Box plot9KIRP (11)view →
GO function (Protein (mass-spec))Box plot4HNSC (5)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 KIRP, COAD, KIRC, READ, UCEC and STAD. In the KIRP box plot, tumor samples show higher pathway activity than matched normal samples (log2 FC = +0.127, t-test p < 0.001).
LineageGenderStageFold-changepSampling consensus
KIRPAllIII,IV+0.127<.00111view →
COADMaleAll+0.134<.00110view →
KIRCMaleAll+0.075<.0018view →
READAllAll+0.179<.0017view →
UCECAllAll+0.140<.0016view →
STADMaleAll+0.081.0063view →
Pink = higher activity in tumor. all 9 lineages →

Regulation of mesenchymal to epithelial transition involved in metanephros morphogenesis-KIRP

Tumor-vs-normal pathway-activity box plot for Regulation of mesenchymal to epithelial transition involved in metanephros morphogenesis in KIRP.

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Cross-omics associations

This table shows molecular features associated with Regulation of mesenchymal to epithelial transition involved in metanephros 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 KIRP. In cancer cell lines, RNA-expression features and functional dependencies dominate, with the largest set in OVARY.
Associated data typeStrength (# associated data)Lineage of highest associated data
RNA
RNA32,577KIRP (14610)view →
Protein (mass-spec)9,347GBM (2678)view →
Protein (mass-spec)
Protein (mass-spec)19,017PDAC (6443)view →
RNA2,823PDAC (914)view →
Associated data typeStrength (# associated data)Lineage of highest associated data
CRISPR
RNA1,764OVARY (708)view →
CRISPR1,553OVARY (196)view →
RNA
RNA5,171LARGE_INTESTINE (1225)view →
CRISPR1,925SKIN (149)view →
shRNA
shRNA1,509BLOOD_Leukemia (272)view →
RNA1,352BLOOD_Leukemia (194)view →