Type II pneumocyte differentiation

pathway activity — cross-omics
GO:0060510Cross-omicsSHRNA → SHRNACellPairwise association · TCGA cohorts

Across TCGA cell cohorts, RNA activity of the Type II pneumocyte differentiation pathway is significantly associated with the shRNA dependency 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 AIMP2, GATA6, and OR5R1, each associated with the pathway in up to 13 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.

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_MyelomaAIMP2 →-0.483-1.680.005.002313
LARGE_INTESTINEGATA6 →-0.350-1.062<.001<.00139
OVARYOR5R1 →-0.190-1.276.002<.00136
LUNG_SCLCNFIB →-0.351-1.797.004<.00136
UPPER_AERODIGESTIVE_TRACTAPOBEC3G →-0.139-1.512.009.00935
OVARYHMGCS1 →+0.228+0.969<.001.00135
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

Exploration