COL10A1

Across TCGA pan-cancer cohorts, COL10A1 Mutation is linked to patient survival in 5 of 34 cancer types, making it a survival-associated COL10A1 data layer compared with 19 for mass-spec protein and 4 for mass-spec protein.

The strongest signal is observed in lung squamous cell carcinoma (LUSC), where higher COL10A1 Mutation is associated with worse overall survival. In most high-consensus cancer types, elevated COL10A1 expression acts as an unfavorable survival marker, although some lineages such as UCEC show a favorable association.

LUSC, UCEC, and PRAD are the cancer types where COL10A1 Mutation most reproducibly stratifies survival.

Mutation survival associations by lineage

Ranked by sampling consensus. AUC1 and AUC2 indicate survival in the high- and low-expression groups, respectively; the lower AUC marks the poorer-surviving group. p-values are from the log-rank test.

Lineage	Measure	Split	Stage	AUC1 high	AUC2 low	p	Sampling consensus
LUSC	OS	Median	III,IV	0.112	0.664	.003	12	view →
UCEC	DFS	Median	All	0.976	0.826	.009	8	view →
PRAD	DFS	Median	All	0.085	0.774	.003	6	view →
COAD	DFS	Median	All	0.224	0.690	.011	6	view →
LUAD	OS	Median	All	0.408	0.701	.019	4	view →

Pink = unfavorable, green = favorable. Showing the 5 strongest of 5 lineages.

COL10A1–LUSC (OS)

Open the LUSC breakdown →