Q-omics provides the consensus-scored IGKV3-7 profile across patient tissues and cancer cell-line models. IGKV3-7 expression is associated with patient survival in 22 of 34 cancer types, with the highest sampling consensus in HNSC. Among the 18 cancer types available for tumor–normal comparison, IGKV3-7 is differentially expressed in 7, with the highest sampling consensus in COAD. Additionally, IGKV3-7 protein abundance shows 18,020 significant protein co-abundance associations, with the highest sampling consensus in GBM. Together, these results highlight HNSC, COAD, and GBM as cancer lineages where IGKV3-7 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.
Premium analyses for IGKV3-7 — synthetic lethality, tumor antigen, and pembrolizumab response.
This table summarizes IGKV3-7 survival associations across molecular data types. IGKV3-7 RNA expression shows survival associations in the most cancer types (22), followed by mutation status (5) and mass-spec protein abundance (8). The rightmost column indicates the cancer type with the highest sampling consensus for each molecular layer.
This table ranks reproducible IGKV3-7 RNA expression–survival associations across cancer types. High IGKV3-7 expression shows unfavorable associations in UVM, but favorable associations in HNSC, SKCM, BRCA, COAD and UCEC. The HNSC Kaplan–Meier curve shows clear separation, with the low-expression group declining faster, consistent with the favorable association (log-rank p < 0.001). Together, the overview and detailed table identify HNSC as the clearest survival context for IGKV3-7 RNA expression.
This table summarizes IGKV3-7 tumor–normal expression differences by data type. RNA shows broader differences across cancer types, with a lineage consensus of 7, while mass-spec protein shows differences in 5. The strongest signals are observed in COAD for RNA and LUAD for protein.
This table ranks reproducible tumor–normal expression differences for IGKV3-7. A negative fold-change indicates higher expression in normal tissue than in tumor tissue. IGKV3-7 shows lower tumor expression in COAD, BRCA, STAD and READ and higher tumor expression in LUAD and KIRC. The COAD box plot shows higher IGKV3-7 RNA expression in normal versus tumor tissue (log2 FC = −4.274, t-test p < 0.001).
This table shows molecular features associated with IGKV3-7 in patient tissues and cancer cell lines. In patient samples, IGKV3-7 shows the broadest associations at the RNA and protein expression levels, with GBM recurring as the lineage with the largest associated feature set.
