Granzyme-mediated programmed cell death signaling pathway

pathway activity — cross-omics
GO:0140507Cross-omicsSHRNA → RNACellPairwise association · TCGA cohorts

Across TCGA cell cohorts, RNA activity of the Granzyme-mediated programmed cell death signaling pathway pathway is significantly associated with the RNA expression of multiple genes, with the SOFT_TISSUE cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are INCA1, IDUA, and TBX3, each associated with the pathway in up to 5 cancer types. Since the analysis shows associations rather than directional relationships, both pathway-to-partner and partner-to-pathway views are reported.

Each partner is linked to its corresponding Q-omics profile. The box plot shows the strongest association, INCA1 grouped by Granzyme-mediated programmed cell death signaling pathway-low versus -high activity in SOFT_TISSUE.

Pathway-associated genes by consensus

Ranked by combined sampling and lineage consensus. X-score (pathway→partner) and Y-score (partner→pathway) are standardized regression coefficients; both directions are reported because the association is undirected. The reported p-values are derived from the association test.
LineagePartner geneX-scoreY-scorep(X)p(Y)Sampling consensusLineage consensus
SOFT_TISSUEINCA1 →-0.592-1.465.004.00134
BREASTIDUA →-1.088-0.637.009.00425
URINARY_TRACTTBX3 →-3.642-1.809.006<.00133
OESOPHAGUSGLB1L3 →-0.936-1.150.006<.00133
OESOPHAGUSMGAT2 →-0.774-1.071.001<.00133
OESOPHAGUSTCEA2 →-1.710-1.538.002<.00133
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

INCA1 by Granzyme-mediated programmed cell death signaling pathway activity — SOFT_TISSUE

Box plot of INCA1 in Granzyme-mediated programmed cell death signaling pathway-low vs -high samples in SOFT_TISSUE.

Explore this box plot interactively →

Exploration