THEMIS

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

Across TCGA pan-cancer cohorts, THEMIS mass-spec protein is linked to patient survival in 4 of 34 cancer types, making it a survival-associated THEMIS data layer compared with 21 for mass-spec protein and 9 for mutation status.

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

PDAC, CCRCC, and LUAD are the cancer types where THEMIS 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
PDACDFSMedianAll0.8550.694.00241view →
CCRCCDFSQuartileAll1.0000.581.00134view →
LUADDFSMedianAll0.7550.510.00415view →
UCECOSMedianAll0.9720.812.0162view →
Pink = unfavorable, green = favorable. Showing the 4 strongest of 4 lineages.

THEMIS–PDAC (DFS)

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

Open the PDAC breakdown →

Exploration