Q-omics provides the consensus-scored ALDH7A1P3 profile across patient tissues and cancer cell-line models. ALDH7A1P3 expression is associated with patient survival in 11 of 34 cancer types, with the highest sampling consensus in MESO. Additionally, ALDH7A1P3 RNA expression shows 6,152 significant pathway-activity associations, with the highest sampling consensus in STAD. Together, these results highlight MESO, and STAD as cancer lineages where ALDH7A1P3 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 ALDH7A1P3 survival associations across molecular data types. ALDH7A1P3 RNA expression shows survival associations in the most cancer types (11). The rightmost column indicates the cancer type with the highest sampling consensus for each molecular layer.

ALDH7A1P3 data type	Survival analysis	Lineage consensus	Lineage of highest sampling consensus
RNA	Kaplan–Meier	11	MESO (126)	view →

This table ranks reproducible ALDH7A1P3 RNA expression–survival associations across cancer types. High ALDH7A1P3 expression shows unfavorable associations in MESO, COAD, THYM and KIRC, but favorable associations in PAAD and KIRP. The MESO Kaplan–Meier curve shows clear separation, with the high-expression group declining faster, consistent with the unfavorable association (log-rank p < 0.001). Together, the overview and detailed table identify MESO as the clearest survival context for ALDH7A1P3 RNA expression.

Lineage	Measure	Split	Stage	AUC1 high	AUC2 low	p	Sampling consensus
MESO	OS	Tertile	III,IV	0.087	0.591	<.001	126	view →
COAD	OS	Tertile	III,IV	0.425	0.793	.001	99	view →
THYM	OS	Tertile	III,IV	0.212	0.953	.009	45	view →
KIRC	DFS	Tertile	II,III,IV	0.245	0.685	<.001	36	view →
PAAD	OS	Tertile	All	1.000	0.375	.027	18	view →
KIRP	DFS	Tertile	III,IV	1.000	0.306	.034	15	view →

Pink = unfavorable, green = favorable. all 11 lineages →

ALDH7A1P3-MESO (OS)

Kaplan–Meier survival curve for ALDH7A1P3 RNA expression in MESO: high vs low expression groups.

Explore this curve interactively →

Cross-omics associations

This table shows molecular features associated with ALDH7A1P3 in patient tissues and cancer cell lines. In patient samples, ALDH7A1P3 shows the broadest associations at the RNA and protein expression levels, with STAD recurring as the lineage with the largest associated feature set.

Associated data type	Strength (# associated data)	Lineage of highest associated data
▼RNA
Function (RNA)	6,152	STAD (5648)	view →
RNA	3,984	SKCM (1596)	view →