Regulation of response to reactive oxygen species

pathway activity — cross-omics
GO:1901031Cross-omicsPROTEIN-MS → RNACellPairwise association · TCGA cohorts

Across TCGA cell cohorts, RNA activity of the Regulation of response to reactive oxygen species pathway is significantly associated with the RNA expression of multiple genes, with the BLOOD_Leukemia cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are NRP2, WNT1, and LAMC1, each associated with the pathway in up to 1 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, Regulation of response to reactive oxygen species activity versus NRP2 in BLOOD_Leukemia (Pearson r = -0.94).

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_LeukemiaNRP2 →-0.617-2.087<.001<.00131
BLOOD_LeukemiaWNT1 →-0.060-2.197.006<.00131
BLOOD_LeukemiaLAMC1 →-3.040-2.087.004<.00131
BLOOD_LeukemiaNUMA1 →+0.875+2.087.008<.00131
BLOOD_LeukemiaFDX1 →+0.719+2.087<.001<.00131
BLOOD_LeukemiaGPR158 →-3.539-2.087<.001<.00131
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:1901031 vs NRP2 — BLOOD_Leukemia

Per-sample scatter of Regulation of response to reactive oxygen species activity vs NRP2 in BLOOD_Leukemia.

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Exploration