Post-embryonic development

pathway activity — cross-omics
GO:0009791Cross-omicsPROTEIN-MS → RNACellPairwise association · TCGA cohorts

Across TCGA cell cohorts, RNA activity of the Post-embryonic development pathway is significantly associated with the RNA expression of multiple genes, with the BLOOD_Myeloma cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are IGF2R, BTG2, and MACC1, each associated with the pathway in up to 7 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, Post-embryonic development activity versus IGF2R in BLOOD_Myeloma (Pearson r = 0.72).

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
BLOOD_MyelomaIGF2R →+1.602+1.424<.001.00837
LUNG_SCLCBTG2 →-1.956-1.306.001<.00135
OESOPHAGUSMACC1 →-2.250-1.227<.001.00125
OESOPHAGUSSEMA4A →-2.135-0.962<.001.00234
BLOOD_LeukemiaNR6A1 →-0.758-1.223.005<.00134
CNSSFXN2 →-1.407-1.553.007<.00125
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0009791 vs IGF2R — BLOOD_Myeloma

Per-sample scatter of Post-embryonic development activity vs IGF2R in BLOOD_Myeloma.

Explore this scatter interactively →

Exploration