Lipid storage

pathway activity — cross-omics
GO:0019915Cross-omicsPROTEIN-MS → RNAPatientPairwise association · TCGA cohorts

Across TCGA patient cohorts, RNA activity of the Lipid storage pathway is significantly associated with the RNA expression of multiple genes, with the GBM cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are RFTN2, TLR8, and CD33, each associated with the pathway in up to 5 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, Lipid storage activity versus RFTN2 in GBM (Pearson r = -0.11).

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
GBMRFTN2 →-0.791-0.179<.001<.00135
GBMTLR8 →+1.162+0.236<.001<.00135
GBMCD33 →+0.463+0.149<.001<.00135
GBMMPP1 →+0.423+0.203<.001<.00135
GBMLHFPL2 →+0.449+0.189<.001<.00135
GBMCD300C →+0.568+0.172<.001<.00135
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0019915 vs RFTN2 — GBM

Per-sample scatter of Lipid storage activity vs RFTN2 in GBM.

Explore this scatter interactively →

Exploration