CBLL1

mass-spec protein & survival
Survivalmass-specKaplan–Meier · TCGA cohorts

Across TCGA pan-cancer cohorts, CBLL1 mass-spec protein is linked to patient survival in 5 of 34 cancer types, making it a survival-associated CBLL1 data layer compared with 31 for mass-spec protein and 6 for mutation status.

The strongest signal is observed in head and neck squamous cell carcinoma (HNSC), where higher CBLL1 mass-spec protein is associated with worse disease-free survival. In most high-consensus cancer types, elevated CBLL1 expression acts as an unfavorable survival marker, although some lineages such as LSCC and PDAC show a favorable association.

HNSC, LSCC, and PDAC are the cancer types where CBLL1 mass-spec protein most reproducibly stratifies survival.

mass-spec protein 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.
LineageMeasureSplitStageAUC1
high
AUC2
low
pSampling consensus
HNSCDFSTertileAll0.2121.000.01431view →
LSCCDFSMedianII,III,IV0.8470.543.00314view →
PDACDFSTertileIII,IV0.9610.334.0198view →
LUADDFSMedianAll0.6830.907.0364view →
CCRCCDFSMedianIV0.9320.382.0313view →
Pink = unfavorable, green = favorable. Showing the 5 strongest of 5 lineages.

CBLL1–HNSC (DFS)

Kaplan–Meier survival curve for CBLL1 mass-spec protein-high vs -low samples in HNSC.

Open the HNSC breakdown →

Exploration