Q-omics provides the consensus-scored GRAMD4P6 profile across patient tissues and cancer cell-line models. GRAMD4P6 expression is associated with patient survival in 12 of 34 cancer types, with the highest sampling consensus in KIRC. Additionally, GRAMD4P6 RNA expression shows 3,995 significant gene co-expression associations, with the highest sampling consensus in ESCA. Together, these results highlight KIRC, and ESCA as cancer lineages where GRAMD4P6 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 GRAMD4P6 survival associations across molecular data types. GRAMD4P6 RNA expression shows survival associations in the most cancer types (12). The rightmost column indicates the cancer type with the highest sampling consensus for each molecular layer.

GRAMD4P6 data type	Survival analysis	Lineage consensus	Lineage of highest sampling consensus
RNA	Kaplan–Meier	12	KIRC (120)	view →

This table ranks reproducible GRAMD4P6 RNA expression–survival associations across cancer types. High GRAMD4P6 expression shows unfavorable associations in KIRC, LUSC, UCEC, ACC, COAD and UVM. The KIRC 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 KIRC as the clearest survival context for GRAMD4P6 RNA expression.

Lineage	Measure	Split	Stage	AUC1 high	AUC2 low	p	Sampling consensus
KIRC	OS	Tertile	II,III,IV	0.425	0.809	<.001	120	view →
LUSC	DFS	Tertile	II,III,IV	0.140	0.720	<.001	99	view →
UCEC	OS	Tertile	All	0.125	0.679	.002	90	view →
ACC	OS	Tertile	All	0.114	0.892	<.001	72	view →
COAD	OS	Tertile	All	0.145	0.871	<.001	63	view →
UVM	OS	Tertile	All	0.220	0.917	<.001	54	view →

Pink = unfavorable, green = favorable. all 12 lineages →

GRAMD4P6-KIRC (OS)

Kaplan–Meier survival curve for GRAMD4P6 RNA expression in KIRC: high vs low expression groups.

Explore this curve interactively →

Cross-omics associations

This table shows molecular features associated with GRAMD4P6 in patient tissues and cancer cell lines. In patient samples, GRAMD4P6 shows the broadest associations at the RNA and protein expression levels, with ESCA recurring as the lineage with the largest associated feature set.

Associated data type	Strength (# associated data)	Lineage of highest associated data
▼RNA
RNA	3,995	ESCA (2136)	view →
Function (RNA)	1,107	STAD (832)	view →