BAD

Across TCGA pan-cancer cohorts, BAD Mutation is linked to patient survival in 2 of 34 cancer types, making it a survival-associated BAD data layer compared with 24 for mass-spec protein and 5 for mass-spec protein.

The strongest signal is observed in stomach adenocarcinoma (STAD), where higher BAD Mutation is associated with worse disease-free survival. In most high-consensus cancer types, elevated BAD expression acts as an unfavorable survival marker.

STAD and OV are the cancer types where BAD 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
STAD	DFS	Median	II,III,IV	0.259	0.645	.001	27	view →
OV	OS	Median	II,III,IV	0.308	0.691	.033	18	view →

Pink = unfavorable, green = favorable. Showing the 2 strongest of 2 lineages.

BAD–STAD (DFS)

Open the STAD breakdown →