Multicellular organismal-level iron ion homeostasis

associated omics data
GO:0060586Ontology (GO BP)GO biological process · ~25 member genes

Q-omics provides the Multicellular organismal-level iron ion homeostasis (GO:0060586) pathway profile, scoring each patient from the combined activity of its roughly 25 member genes. Pathway activity is associated with patient survival in 23 of 34 cancer types, with the highest sampling consensus in UVM. Among the 18 cancer types available for tumor–normal comparison, the pathway is differentially active in 15, with the highest sampling consensus in COAD. Additionally, pathway RNA activity shows 36,556 significant cross-omics associations, again with the highest sampling consensus in STAD. Together, these results highlight UVM, COAD, 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 Multicellular organismal-level iron ion homeostasis survival associations by molecular data type. RNA-level pathway activity shows survival associations in the most cancer types (23). 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–Meier23UVM (66)view →
GO function (Protein (mass-spec))Kaplan–Meier5PDAC (14)view →
This table ranks reproducible pathway activity–survival associations across cancer types. High Multicellular organismal-level iron ion homeostasis activity shows favorable associations in MESO, LIHC and ACC, but unfavorable associations in UVM, CHOL and SCLC. In the UVM Kaplan–Meier curve the high-activity group declines faster, consistent with the unfavorable association (log-rank p = .003). UVM ranks highest by sampling consensus for Multicellular organismal-level iron ion homeostasis.
LineageMeasureSplitStageAUC1
high
AUC2
low
pSampling consensus
UVMDFSTertileAll0.3370.795.00366view →
MESODFSQuartileAll0.4560.233.00138view →
LIHCDFSMedianIII,IV0.2950.111.00531view →
ACCOSQuartileII,III,IV1.0000.723.01130view →
CHOLDFSMedianII,III,IV0.1260.537.00522view →
SCLCOSMedianIV0.2010.772.02415view →
Pink = unfavorable, green = favorable. all 23 lineages →

Multicellular organismal-level iron ion homeostasis-UVM (DFS)

Kaplan–Meier survival curve for Multicellular organismal-level iron ion homeostasis pathway activity in UVM: high vs low activity groups.

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Tumor vs Normal activity

This table summarizes Multicellular organismal-level iron ion homeostasis tumor–normal activity differences by data type. RNA-level activity shows significant tumor–normal differences in 15 cancer types, while mass-spec protein activity shows differences in 6. The strongest signals are in KIRC for RNA and LUAD for protein.
Data typeActivity analysisLineage consensusLineage of highest sampling consensus
GO function (RNA)Box plot15KIRC (11)view →
GO function (Protein (mass-spec))Box plot6LUAD (8)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 COAD, LUAD, KICH, KIRC, HNSC and LUSC. In the COAD box plot, normal samples show higher pathway activity than tumor samples (log2 FC = −0.105, t-test p < 0.001).
LineageGenderStageFold-changepSampling consensus
COADAllIV−0.105<.00111view →
LUADFemaleII,III,IV−0.085<.00111view →
KICHAllIII,IV−0.079<.00111view →
KIRCMaleII,III,IV−0.060<.00111view →
HNSCMaleIII,IV−0.055<.00110view →
LUSCAllIII,IV−0.108<.0019view →
Pink = higher activity in tumor. all 15 lineages →

Multicellular organismal-level iron ion homeostasis-COAD

Tumor-vs-normal pathway-activity box plot for Multicellular organismal-level iron ion homeostasis in COAD.

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Cross-omics associations

This table shows molecular features associated with Multicellular organismal-level iron ion homeostasis 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 URINARY_TRACT.
Associated data typeStrength (# associated data)Lineage of highest associated data
RNA
RNA36,556STAD (24045)view →
Protein (mass-spec)14,503GBM (7001)view →
Protein (mass-spec)
Protein (mass-spec)15,166GBM (3540)view →
RNA3,280PDAC (1005)view →
Associated data typeStrength (# associated data)Lineage of highest associated data
CRISPR
CRISPR1,832URINARY_TRACT (162)view →
RNA1,808LUNG_NSCLC_LUAD (474)view →
RNA
RNA6,420BONE (2207)view →
CRISPR1,876BLOOD_Leukemia (189)view →
Protein (mass-spec)
RNA2,256PANCREAS (362)view →
CRISPR1,703OESOPHAGUS (160)view →
shRNA
shRNA1,609SOFT_TISSUE (378)view →
RNA1,184CNS (194)view →