PFAS

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

Across TCGA pan-cancer cohorts, PFAS mass-spec protein is linked to patient survival in 5 of 34 cancer types, making it a survival-associated PFAS data layer compared with 29 for mass-spec protein and 6 for mutation status.

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

CCRCC, PDAC, and LSCC are the cancer types where PFAS 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
CCRCCDFSMedianIII,IV0.8500.515.00345view →
PDACOSQuartileII,III,IV0.3170.705.0017view →
LSCCOSMedianII,III,IV0.8620.595.0127view →
UCECOSTertileAll0.8851.000.0302view →
GBMOSMedianAll0.5870.466.0451view →
Pink = unfavorable, green = favorable. Showing the 5 strongest of 5 lineages.

PFAS–CCRCC (DFS)

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

Open the CCRCC breakdown →

Exploration