OGA

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

Across TCGA pan-cancer cohorts, OGA mass-spec protein is linked to patient survival in 7 of 34 cancer types, making it a survival-associated OGA data layer compared with 24 for mass-spec protein and 4 for mutation status.

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

CCRCC, PDAC, and LUAD are the cancer types where OGA 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
CCRCCDFSMedianAll0.5910.884<.00143view →
PDACDFSTertileII,III,IV0.2570.617<.00142view →
LUADDFSMedianII,III,IV0.9390.732.00217view →
COADDFSMedianIV0.4930.944.0316view →
HNSCOSQuartileII,III,IV0.7301.000.0104view →
GBMDFSMedianAll0.8230.676.0164view →
LSCCDFSMedianII,III,IV1.0000.571.0302view →
Pink = unfavorable, green = favorable. Showing the 7 strongest of 7 lineages.

Exploration