Protein insertion into ER membrane by stop-transfer membrane-anchor sequence

associated omics data
GO:0045050Ontology (GO BP)GO biological process · ~11 member genes

Q-omics provides the Protein insertion into ER membrane by stop-transfer membrane-anchor sequence (GO:0045050) pathway profile, scoring each patient from the combined activity of its roughly 11 member genes. Pathway activity is associated with patient survival in 22 of 34 cancer types, with the highest sampling consensus in LUAD. Among the 18 cancer types available for tumor–normal comparison, the pathway is differentially active in 10, with the highest sampling consensus in HNSC. Additionally, pathway RNA activity shows 36,134 significant cross-omics associations, again with the highest sampling consensus in UCEC. Together, these results highlight LUAD, HNSC, and UCEC 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 Protein insertion into ER membrane by stop-transfer membrane-anchor sequence 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–Meier22LUAD (64)view →
GO function (Protein (mass-spec))Kaplan–Meier4LUAD (45)view →
This table ranks reproducible pathway activity–survival associations across cancer types. High Protein insertion into ER membrane by stop-transfer membrane-anchor sequence activity shows unfavorable associations in LUAD, KICH, KIRC, LGG, PRAD and CHOL. In the LUAD Kaplan–Meier curve the high-activity group declines faster, consistent with the unfavorable association (log-rank p = .001). LUAD ranks highest by sampling consensus for Protein insertion into ER membrane by stop-transfer membrane-anchor sequence.
LineageMeasureSplitStageAUC1
high
AUC2
low
pSampling consensus
LUADOSTertileIII,IV0.1880.476.00164view →
KICHOSTertileAll0.7071.000.00250view →
KIRCOSTertileAll0.5190.740<.00143view →
LGGDFSMedianAll0.6690.804<.00134view →
PRADDFSTertileAll0.8230.923.00534view →
CHOLOSQuartileAll0.1700.765.00332view →
Pink = unfavorable, green = favorable. all 22 lineages →

Protein insertion into ER membrane by stop-transfer membrane-anchor sequence-LUAD (OS)

Kaplan–Meier survival curve for Protein insertion into ER membrane by stop-transfer membrane-anchor sequence pathway activity in LUAD: high vs low activity groups.

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Tumor vs Normal activity

This table summarizes Protein insertion into ER membrane by stop-transfer membrane-anchor sequence tumor–normal activity differences by data type. RNA-level activity shows significant tumor–normal differences in 10 cancer types, while mass-spec protein activity shows differences in 3. The strongest signals are in HNSC for RNA and COAD for protein.
Data typeActivity analysisLineage consensusLineage of highest sampling consensus
GO function (RNA)Box plot10HNSC (10)view →
GO function (Protein (mass-spec))Box plot3COAD (9)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 HNSC, LUSC, LUAD, BRCA and BLCA and lower tumor activity in KICH. In the HNSC box plot, tumor samples show higher pathway activity than matched normal samples (log2 FC = +0.057, t-test p < 0.001).
LineageGenderStageFold-changepSampling consensus
HNSCMaleIII,IV+0.057<.00110view →
KICHAllAll−0.061<.0016view →
LUSCMaleAll+0.059<.0016view →
LUADMaleAll+0.045<.0016view →
BRCAAllII,III,IV+0.027<.0016view →
BLCAAllAll+0.043.0035view →
Pink = higher activity in tumor. all 10 lineages →

Protein insertion into ER membrane by stop-transfer membrane-anchor sequence-HNSC

Tumor-vs-normal pathway-activity box plot for Protein insertion into ER membrane by stop-transfer membrane-anchor sequence in HNSC.

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Cross-omics associations

This table shows molecular features associated with Protein insertion into ER membrane by stop-transfer membrane-anchor sequence 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 UCEC. 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
RNA36,134UCEC (19167)view →
Protein (mass-spec)5,222HNSC (872)view →
Protein (mass-spec)
Protein (mass-spec)18,402GBM (4495)view →
RNA4,889CCRCC (1285)view →
Associated data typeStrength (# associated data)Lineage of highest associated data
CRISPR
RNA2,556LUNG_SCLC (698)view →
CRISPR2,106LUNG_SCLC (299)view →
RNA
RNA6,284BLOOD_Lymphoma (1969)view →
CRISPR1,845LIVER (165)view →
Protein (mass-spec)
Protein (mass-spec)1,219LUNG_NSCLC_LUAD (319)view →
RNA983BLOOD_Leukemia (200)view →
shRNA
shRNA405BREAST (72)view →
CRISPR392BONE (146)view →