Negative regulation of glycoprotein metabolic process

associated omics data
GO:1903019Ontology (GO BP)GO biological process · ~24 member genes

Q-omics provides the Negative regulation of glycoprotein metabolic process (GO:1903019) pathway profile, scoring each patient from the combined activity of its roughly 24 member genes. Pathway activity is associated with patient survival in 20 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 8, with the highest sampling consensus in BRCA. Additionally, pathway RNA activity shows 34,302 significant cross-omics associations, again with the highest sampling consensus in STAD. Together, these results highlight KIRC, BRCA, 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 Negative regulation of glycoprotein metabolic process survival associations by molecular data type. RNA-level pathway activity shows survival associations in the most cancer types (20). 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–Meier20KIRC (188)view →
GO function (Protein (mass-spec))Kaplan–Meier5LSCC (14)view →
This table ranks reproducible pathway activity–survival associations across cancer types. High Negative regulation of glycoprotein metabolic process activity shows favorable associations in HNSC and CESC, but unfavorable associations in KIRC, LGG, UVM and MESO. 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 Negative regulation of glycoprotein metabolic process.
LineageMeasureSplitStageAUC1
high
AUC2
low
pSampling consensus
KIRCOSMedianAll0.5370.699<.001188view →
HNSCDFSTertileII,III,IV0.4520.276<.001123view →
LGGOSMedianAll0.7300.874<.00153view →
CESCDFSQuartileIII,IV0.7030.248.01152view →
UVMDFSMedianAll0.3860.697.00450view →
MESOOSTertileII,III,IV0.2800.547.00636view →
Pink = unfavorable, green = favorable. all 20 lineages →

Negative regulation of glycoprotein metabolic process-KIRC (OS)

Kaplan–Meier survival curve for Negative regulation of glycoprotein metabolic process pathway activity in KIRC: high vs low activity groups.

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Tumor vs Normal activity

This table summarizes Negative regulation of glycoprotein metabolic process tumor–normal activity differences by data type. RNA-level activity shows significant tumor–normal differences in 8 cancer types, while mass-spec protein activity shows differences in 3. The strongest signals are in BRCA for RNA and LUAD for protein.
Data typeActivity analysisLineage consensusLineage of highest sampling consensus
GO function (RNA)Box plot8BRCA (4)view →
GO function (Protein (mass-spec))Box plot3LUAD (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 CHOL, LUAD and STAD and lower tumor activity in BRCA, KICH and UCEC. In the BRCA box plot, normal samples show higher pathway activity than tumor samples (log2 FC = −0.019, t-test p = .002).
LineageGenderStageFold-changepSampling consensus
BRCAFemaleAll−0.019.0024view →
CHOLAllAll+0.076<.0013view →
LUADFemaleAll+0.027.0193view →
STADFemaleAll+0.069.0102view →
KICHFemaleAll−0.045.0082view →
UCECAllAll−0.031.0462view →
Pink = higher activity in tumor. all 8 lineages →

Negative regulation of glycoprotein metabolic process-BRCA

Tumor-vs-normal pathway-activity box plot for Negative regulation of glycoprotein metabolic process in BRCA.

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Cross-omics associations

This table shows molecular features associated with Negative regulation of glycoprotein metabolic process 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 BLOOD_Leukemia.
Associated data typeStrength (# associated data)Lineage of highest associated data
RNA
RNA34,302STAD (17349)view →
Protein (mass-spec)10,560GBM (2988)view →
Protein (mass-spec)
Protein (mass-spec)16,390GBM (3690)view →
RNA2,725GBM (595)view →
Associated data typeStrength (# associated data)Lineage of highest associated data
CRISPR
CRISPR1,161BLOOD_Leukemia (148)view →
RNA821BLOOD_Leukemia (228)view →
RNA
RNA6,441BLOOD_Leukemia (2068)view →
CRISPR2,066LUNG_NSCLC_LUAD (151)view →
Protein (mass-spec)
RNA2,308LARGE_INTESTINE (457)view →
CRISPR1,605LARGE_INTESTINE (135)view →
shRNA
shRNA1,245LUNG_NSCLC_LUAD (159)view →
RNA1,198LUNG_NSCLC_LUAD (256)view →