Positive regulation of cell growth involved in cardiac muscle cell development

Across TCGA patient cohorts, RNA activity of the Positive regulation of cell growth involved in cardiac muscle cell development pathway is significantly associated with the RNA expression of multiple genes, with the LSCC cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are NGDN, GINS2, and LINC00618, 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, Positive regulation of cell growth involved in cardiac muscle cell development activity versus NGDN in LSCC (Pearson r = 0.31).

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.

Lineage	Partner gene	X-score	Y-score	p(X)	p(Y)	Sampling consensus	Lineage consensus
LSCC	NGDN →	+0.538	+0.223	<.001	<.001	3	4
LSCC	GINS2 →	+0.659	+0.182	.001	.001	3	4
LSCC	LINC00618 →	+0.625	+0.215	.002	<.001	3	4
LSCC	GEMIN2 →	+0.456	+0.187	.002	.008	3	4
UCEC	CCDC58 →	+0.527	+0.613	.004	<.001	3	4
UCEC	TRAIP →	+0.658	+0.519	.001	<.001	3	4

Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0061051 vs NGDN — LSCC

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