Regulation of chaperone-mediated autophagy

pathway activity — cross-omics
GO:1904714Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Regulation of chaperone-mediated autophagy pathway is significantly associated with the RNA expression of multiple genes, with the UCEC cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are HMGCS1, SH3GL1, and RAB8A, each associated with the pathway in up to 4 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 chaperone-mediated autophagy activity versus HMGCS1 in UCEC (Pearson r = -0.36).

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
UCECHMGCS1 →-0.614-0.114<.001.00234
GBMSH3GL1 →-0.311-0.288<.001<.00134
PDACRAB8A →-0.179-0.127.008.00134
GBMH2AX →-0.621-0.287<.001<.00134
LSCCCABP1 →+0.237+0.157.001<.00134
LUADEEF1A2 →+1.537+0.166<.001.00233
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:1904714 vs HMGCS1 — UCEC

Per-sample scatter of Regulation of chaperone-mediated autophagy activity vs HMGCS1 in UCEC.

Explore this scatter interactively →

Exploration