Regulation of skeletal muscle contraction by calcium ion signaling

associated omics data
GO:0014722Ontology (GO BP)GO biological process · ~7 member genes

Q-omics provides the Regulation of skeletal muscle contraction by calcium ion signaling (GO:0014722) pathway profile, scoring each patient from the combined activity of its roughly 7 member genes. Pathway activity is associated with patient survival in 20 of 34 cancer types, with the highest sampling consensus in COAD. 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 30,140 significant cross-omics associations, again with the highest sampling consensus in THCA. Together, these results highlight COAD, and THCA 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 skeletal muscle contraction by calcium ion signaling 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–Meier20COAD (75)view →
GO function (Protein (mass-spec))Kaplan–Meier4LUAD (13)view →
This table ranks reproducible pathway activity–survival associations across cancer types. High Regulation of skeletal muscle contraction by calcium ion signaling activity shows favorable associations in BLCA, BRCA and LUAD, but unfavorable associations in COAD, OV and SCLC. In the COAD Kaplan–Meier curve the high-activity group declines faster, consistent with the unfavorable association (log-rank p < 0.001). COAD ranks highest by sampling consensus for Regulation of skeletal muscle contraction by calcium ion signaling.
LineageMeasureSplitStageAUC1
high
AUC2
low
pSampling consensus
COADOSMedianIII,IV0.5390.832<.00175view →
OVDFSQuartileIV0.2920.620.00562view →
BLCAOSTertileAll0.8040.637<.00159view →
BRCAOSTertileII,III,IV0.9440.875.00257view →
LUADDFSTertileII,III,IV0.4050.124.00256view →
SCLCDFSMedianAll0.1460.367.00633view →
Pink = unfavorable, green = favorable. all 20 lineages →

Regulation of skeletal muscle contraction by calcium ion signaling-COAD (OS)

Kaplan–Meier survival curve for Regulation of skeletal muscle contraction by calcium ion signaling pathway activity in COAD: high vs low activity groups.

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Tumor vs Normal activity

This table summarizes Regulation of skeletal muscle contraction by calcium ion signaling 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 5. The strongest signals are in COAD for RNA and HNSC for protein.
Data typeActivity analysisLineage consensusLineage of highest sampling consensus
GO function (RNA)Box plot15COAD (10)view →
GO function (Protein (mass-spec))Box plot5HNSC (11)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, UCEC, BLCA, STAD and LUSC. In the COAD box plot, normal samples show higher pathway activity than tumor samples (log2 FC = −0.079, t-test p < 0.001).
LineageGenderStageFold-changepSampling consensus
COADMaleII,III,IV−0.079<.00110view →
LUADMaleIII,IV−0.114<.0019view →
UCECAllIII,IV−0.159<.0018view →
BLCAMaleIII,IV−0.114.0037view →
STADAllAll−0.078.0017view →
LUSCFemaleAll−0.109<.0016view →
Pink = higher activity in tumor. all 15 lineages →

Regulation of skeletal muscle contraction by calcium ion signaling-COAD

Tumor-vs-normal pathway-activity box plot for Regulation of skeletal muscle contraction by calcium ion signaling in COAD.

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Cross-omics associations

This table shows molecular features associated with Regulation of skeletal muscle contraction by calcium ion signaling 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 THCA. In cancer cell lines, RNA-expression features and functional dependencies dominate, with the largest set in UPPER_AERODIGESTIVE_TRACT.
Associated data typeStrength (# associated data)Lineage of highest associated data
RNA
RNA30,140THCA (13815)view →
Protein (mass-spec)11,338UCEC (2612)view →
Protein (mass-spec)
Protein (mass-spec)19,977LSCC (5790)view →
RNA6,093LSCC (3287)view →
Associated data typeStrength (# associated data)Lineage of highest associated data
CRISPR
CRISPR1,997UPPER_AERODIGESTIVE_TRACT (160)view →
shRNA1,603LUNG_NSCLC_LUAD (196)view →
RNA
RNA7,166BONE (1922)view →
CRISPR2,059BONE (261)view →
shRNA
RNA1,395SKIN (293)view →
CRISPR1,313SKIN (122)view →
Protein (mass-spec)
Protein (mass-spec)1,297BONE (402)view →
RNA679CNS (146)view →