Dendritic cell differentiation

pathway activity — cross-omics
GO:0097028Cross-omicsRNA → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Dendritic cell differentiation pathway is significantly associated with the RNA expression of multiple genes, with the LAML cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are TLR8, MS4A4A, and ITK, each associated with the pathway in up to 33 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 scatter plot shows the strongest association, Dendritic cell differentiation activity versus TLR8 in LAML (Pearson r = 0.54).

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
LAMLTLR8 →+2.641+0.093<.001<.001333
LAMLMS4A4A →+2.216+0.096<.001<.001333
SCLCITK →+1.916+0.209<.001<.001333
SKCMFASLG →+1.897+0.075<.001<.001333
LAMLCCR2 →+2.074+0.090<.001<.001333
SKCMFGL2 →+2.392+0.066<.001<.001333
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0097028 vs TLR8 — LAML

Per-sample scatter of Dendritic cell differentiation activity vs TLR8 in LAML.

Explore this scatter interactively →

Exploration