'de novo' NAD biosynthetic process

pathway activity & survival
GO:0034627SurvivalRNA activityKaplan–Meier · TCGA cohorts

Across TCGA pan-cancer cohorts, RNA activity of the 'de novo' NAD biosynthetic process pathway is associated with patient survival in 27 of 34 cancer lineages. Pathway activity is summarized from the expression of its 8 member genes.

The strongest signal is observed in rectum adenocarcinoma (READ), where higher 'de novo' NAD biosynthetic process pathway activity is associated with better disease-free survival. In most high-consensus cancer types, elevated pathway activity shows an unfavorable survival association, although some cancer types, such as READ and UVM, show the opposite pattern, with higher activity associated with better survival.

READ, ESCA, and ACC are the cancer lineages in which this pathway most reproducibly stratifies patient survival.

Pathway-activity survival associations by lineage

Ranked by sampling consensus. AUC1 and AUC2 represent the survival AUCs for the high- and low-pathway-activity groups, respectively. The group with the lower AUC is interpreted as having poorer survival. The reported p-values are derived from the log-rank test.
LineageMeasureSplitStageAUC1
high
AUC2
low
pSampling consensus
READDFSQuartileAll0.9640.683<.00190view →
ESCAOSMedianAll0.5770.799<.00160view →
ACCDFSMedianAll0.2670.664.00157view →
UVMDFSTertileII,III,IV0.6760.328.00250view →
DLBCDFSMedianAll0.9490.626.00535view →
KIRCDFSMedianAll0.5300.703<.00127view →
KIRPDFSTertileII,III,IV1.0000.270.00325view →
LGGOSTertileAll0.8990.742<.00122view →
COADOSTertileIV0.2851.000.00115view →
SKCMOSTertileAll0.4230.279.01513view →
UCSDFSTertileII,III,IV0.1320.458.03312view →
OVOSQuartileAll0.8670.799.02112view →
Pink = unfavorable, green = favorable. Showing the 12 strongest of 27 lineages.

Exploration