Q-omics provides the consensus-scored IGLJ4 profile across patient tissues and cancer cell-line models. IGLJ4 expression is associated with patient survival in 5 of 34 cancer types, with the highest sampling consensus in UCEC. Additionally, IGLJ4 RNA expression shows 5,311 significant gene co-expression associations, with the highest sampling consensus in SKCM. Together, these results highlight UCEC, and SKCM as cancer lineages where IGLJ4 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 IGLJ4 survival associations across molecular data types. IGLJ4 RNA expression shows survival associations in the most cancer types (5). The rightmost column indicates the cancer type with the highest sampling consensus for each molecular layer.

IGLJ4 data type	Survival analysis	Lineage consensus	Lineage of highest sampling consensus
RNA	Kaplan–Meier	5	UCEC (72)	view →

This table ranks reproducible IGLJ4 RNA expression–survival associations across cancer types. High IGLJ4 expression shows unfavorable associations in UCEC, HNSC, KIRC, LGG and STAD. The UCEC 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 UCEC as the clearest survival context for IGLJ4 RNA expression.

Lineage	Measure	Split	Stage	AUC1 high	AUC2 low	p	Sampling consensus
UCEC	OS	Tertile	All	0.241	0.873	<.001	72	view →
HNSC	OS	Tertile	All	0.193	0.688	.004	36	view →
KIRC	DFS	Tertile	IV	0.106	0.640	<.001	36	view →
LGG	DFS	Tertile	All	0.110	0.833	<.001	18	view →
STAD	DFS	Tertile	IV	0.083	0.379	.001	9	view →

Pink = unfavorable, green = favorable. all 5 lineages →

IGLJ4-UCEC (OS)

Kaplan–Meier survival curve for IGLJ4 RNA expression in UCEC: high vs low expression groups.

Explore this curve interactively →

Cross-omics associations

This table shows molecular features associated with IGLJ4 in patient tissues and cancer cell lines. In patient samples, IGLJ4 shows the broadest associations at the RNA and protein expression levels, with SKCM recurring as the lineage with the largest associated feature set.

Associated data type	Strength (# associated data)	Lineage of highest associated data
▼RNA
RNA	5,311	SKCM (2898)	view →
Function (RNA)	2,924	STAD (2298)	view →