Q-omics provides the consensus-scored ALDH7A1P4 profile across patient tissues and cancer cell-line models. ALDH7A1P4 expression is associated with patient survival in 8 of 34 cancer types, with the highest sampling consensus in KIRC. Additionally, ALDH7A1P4 RNA expression shows 4,530 significant gene co-expression associations, with the highest sampling consensus in BRCA. Together, these results highlight KIRC, and BRCA as cancer lineages where ALDH7A1P4 shows reproducible signals across survival, tumor–normal expression, and patient cross-omics analyses.

Every result is evaluated using two consensus scores. Sampling consensus measures how consistently a finding is reproduced within a cancer lineage across different conditions. Lineage consensus measures how broadly the result is shared across cancer types, distinguishing pan-cancer signals from lineage-specific patterns.

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Survival associations

This table summarizes ALDH7A1P4 survival associations across molecular data types. ALDH7A1P4 RNA expression shows survival associations in the most cancer types (8). The rightmost column indicates the cancer type with the highest sampling consensus for each molecular layer.

ALDH7A1P4 data type	Survival analysis	Lineage consensus	Lineage of highest sampling consensus
RNA	Kaplan–Meier	8	KIRC (66)	view →

This table ranks reproducible ALDH7A1P4 RNA expression–survival associations across cancer types. High ALDH7A1P4 expression shows unfavorable associations in KIRC, COAD, SARC, THYM and ESCA, but favorable associations in OV. The KIRC Kaplan–Meier curve shows clear separation, with the high-expression group declining faster, consistent with the unfavorable association (log-rank p = .012). Together, the overview and detailed table identify KIRC as the clearest survival context for ALDH7A1P4 RNA expression.

Lineage	Measure	Split	Stage	AUC1 high	AUC2 low	p	Sampling consensus
KIRC	OS	Tertile	All	0.405	0.643	.012	66	view →
OV	DFS	Tertile	All	0.481	0.153	.022	42	view →
COAD	DFS	Tertile	III,IV	0.167	0.667	.029	18	view →
SARC	DFS	Tertile	All	0.186	0.612	.023	18	view →
THYM	DFS	Tertile	All	0.092	0.871	<.001	18	view →
ESCA	OS	Tertile	II,III,IV	0.269	0.692	.003	9	view →

Pink = unfavorable, green = favorable. all 8 lineages →

ALDH7A1P4-KIRC (OS)

Kaplan–Meier survival curve for ALDH7A1P4 RNA expression in KIRC: high vs low expression groups.

Explore this curve interactively →

Cross-omics associations

This table shows molecular features associated with ALDH7A1P4 in patient tissues and cancer cell lines. In patient samples, ALDH7A1P4 shows the broadest associations at the RNA and protein expression levels, with BRCA recurring as the lineage with the largest associated feature set.

Associated data type	Strength (# associated data)	Lineage of highest associated data
▼RNA
RNA	4,530	BRCA (3123)	view →
Function (RNA)	3,779	BRCA (2147)	view →