Monocyte differentiation

pathway activity — cross-omics
GO:0030224Cross-omicsRNA → PROTEIN-MSPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Monocyte differentiation pathway is significantly associated with the protein abundance of multiple proteins, with the LSCC cohort showing a particularly strong set of associations.

The most reproducible pathway-associated proteins across cancer lineages are SPI1, LCP1, and INPP5D, each associated with the pathway in up to 8 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, Monocyte differentiation activity versus SPI1 in LSCC (Pearson r = 0.22).

Pathway-associated proteins 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 proteinX-scoreY-scorep(X)p(Y)Sampling consensusLineage consensus
LSCCSPI1 →+0.463+0.063<.001<.00138
GBMLCP1 →+0.700+0.066<.001<.00138
LSCCINPP5D →+0.447+0.052<.001<.00138
BRCARGS10 →+0.346+0.030<.001<.00137
GBMAIF1 →+0.744+0.067<.001<.00137
GBMLPXN →+0.505+0.057<.001<.00137
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0030224 vs SPI1 — LSCC

Per-sample scatter of Monocyte differentiation activity vs SPI1 in LSCC.

Explore this scatter interactively →

Exploration