SPAG7

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

Across TCGA pan-cancer cohorts, SPAG7 mass-spec protein is linked to patient survival in 5 of 34 cancer types, making it a survival-associated SPAG7 data layer compared with 25 for mass-spec protein and 3 for mutation status.

The strongest signal is observed in clear cell renal cell carcinoma (CCRCC), where higher SPAG7 mass-spec protein is associated with better disease-free survival. In most high-consensus cancer types, elevated SPAG7 expression acts as an unfavorable survival marker, although some lineages such as CCRCC and PDAC show a favorable association.

CCRCC, PDAC, and HNSC are the cancer types where SPAG7 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
CCRCCDFSTertileII,III,IV0.8280.428.00264view →
PDACDFSTertileAll0.5610.319.00151view →
HNSCDFSQuartileII,III,IV0.6700.958<.00141view →
LSCCOSMedianAll1.0000.813.0372view →
LUADOSTertileII,III,IV1.0000.884.0201view →
Pink = unfavorable, green = favorable. Showing the 5 strongest of 5 lineages.

SPAG7–CCRCC (DFS)

Kaplan–Meier survival curve for SPAG7 mass-spec protein-high vs -low samples in CCRCC.

Open the CCRCC breakdown →

Exploration