Q-omics provides the consensus-scored IGHVII-30-1 profile across patient tissues and cancer cell-line models. IGHVII-30-1 expression is associated with patient survival in 9 of 34 cancer types, with the highest sampling consensus in UCEC. Additionally, IGHVII-30-1 RNA expression shows 6,789 significant gene co-expression associations, with the highest sampling consensus in SKCM. Together, these results highlight UCEC, and SKCM as cancer lineages where IGHVII-30-1 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 IGHVII-30-1 survival associations across molecular data types. IGHVII-30-1 RNA expression shows survival associations in the most cancer types (9). The rightmost column indicates the cancer type with the highest sampling consensus for each molecular layer.

IGHVII-30-1 data type	Survival analysis	Lineage consensus	Lineage of highest sampling consensus
RNA	Kaplan–Meier	9	UCEC (36)	view →

This table ranks reproducible IGHVII-30-1 RNA expression–survival associations across cancer types. High IGHVII-30-1 expression shows unfavorable associations in UCEC, SARC, LUAD, TGCT and KIRP, but favorable associations in ESCA. The UCEC Kaplan–Meier curve shows clear separation, with the high-expression group declining faster, consistent with the unfavorable association (log-rank p = .005). Together, the overview and detailed table identify UCEC as the clearest survival context for IGHVII-30-1 RNA expression.

Lineage	Measure	Split	Stage	AUC1 high	AUC2 low	p	Sampling consensus
UCEC	OS	Tertile	III,IV	0.053	0.588	.005	36	view →
SARC	DFS	Tertile	All	0.095	0.632	.002	30	view →
LUAD	DFS	Tertile	III,IV	0.206	0.670	.015	18	view →
ESCA	DFS	Tertile	All	0.779	0.507	.032	15	view →
TGCT	DFS	Tertile	All	0.123	0.685	.005	12	view →
KIRP	OS	Tertile	All	0.263	0.713	.024	9	view →

Pink = unfavorable, green = favorable. all 9 lineages →

IGHVII-30-1-UCEC (OS)

Kaplan–Meier survival curve for IGHVII-30-1 RNA expression in UCEC: high vs low expression groups.

Explore this curve interactively →

Cross-omics associations

This table shows molecular features associated with IGHVII-30-1 in patient tissues and cancer cell lines. In patient samples, IGHVII-30-1 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	6,789	SKCM (1728)	view →
Function (RNA)	5,073	STAD (3120)	view →