Positive regulation of lymphocyte differentiation

pathway activity — cross-omics
GO:0045621Cross-omicsPROTEIN-MS → RNACellPairwise association · TCGA cohorts

Across TCGA cell cohorts, RNA activity of the Positive regulation of lymphocyte differentiation pathway is significantly associated with the RNA expression of multiple genes, with the LUNG_NSCLC_LUAD cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are MCM7, NEK3, and PKDCC, each associated with the pathway in up to 6 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, Positive regulation of lymphocyte differentiation activity versus MCM7 in LUNG_NSCLC_LUAD (Pearson r = 0.47).

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
LUNG_NSCLC_LUADMCM7 →+0.755+0.218<.001.00136
BLOOD_LeukemiaNEK3 →-1.801-0.166<.001.00135
LARGE_INTESTINEPKDCC →-2.608-0.187.001.00235
PANCREASARID1A →+0.761+0.315.007<.00126
BLOOD_LymphomaRAP2B →+0.993+0.208<.001.00135
PANCREASRLN2 →+1.254+0.326<.001<.00135
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0045621 vs MCM7 — LUNG_NSCLC_LUAD

Per-sample scatter of Positive regulation of lymphocyte differentiation activity vs MCM7 in LUNG_NSCLC_LUAD.

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Exploration