TLR7

associated omics data
toll like receptor 7Genealiases: IMD74 · SLEB17 · TLR7-like

Q-omics provides the consensus-scored TLR7 profile across patient tissues and cancer cell-line models. TLR7 expression is associated with patient survival in 22 of 34 cancer types, with the highest sampling consensus in SKCM. Among the 18 cancer types available for tumor–normal comparison, TLR7 is differentially expressed in 13, with the highest sampling consensus in KIRC. Additionally, TLR7 RNA expression shows 21,509 significant protein co-abundance associations, with the highest sampling consensus in LSCC. Together, these results highlight SKCM, KIRC, and LSCC as cancer lineages where TLR7 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.

Survival associations

This table summarizes TLR7 survival associations across molecular data types. TLR7 RNA expression shows survival associations in the most cancer types (22), followed by mutation status (7) and mass-spec protein abundance (5). The rightmost column indicates the cancer type with the highest sampling consensus for each molecular layer.
TLR7 data typeSurvival analysisLineage consensusLineage of highest sampling consensus
RNAKaplan–Meier22SKCM (107)view →
MutationKaplan–Meier7LIHC (33)view →
Protein (mass-spec)Kaplan–Meier5PDAC (15)view →
This table ranks reproducible TLR7 RNA expression–survival associations across cancer types. High TLR7 expression shows unfavorable associations in LGG, but favorable associations in SKCM, HNSC, KIRC, LUAD and CESC. The SKCM 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 SKCM as the clearest survival context for TLR7 RNA expression.
LineageMeasureSplitStageAUC1
high
AUC2
low
pSampling consensus
SKCMOSMedianAll0.4170.251<.001107view →
HNSCDFSMedianIII,IV0.6830.492<.00196view →
KIRCDFSMedianII,III,IV0.7760.537.00366view →
LUADDFSMedianAll0.7410.597<.00145view →
CESCDFSQuartileAll0.8300.631.00340view →
LGGOSMedianAll0.3930.498.00135view →
Pink = unfavorable, green = favorable. all 22 lineages →

TLR7-SKCM (OS)

Kaplan–Meier survival curve for TLR7 RNA expression in SKCM: high vs low expression groups.

Explore this curve interactively →

Tumor vs Normal expression

This table summarizes TLR7 tumor–normal expression differences by data type. RNA shows broader differences across cancer types, with a lineage consensus of 13, while mass-spec protein shows differences in 3. The strongest signals are observed in KIRC for RNA and CCRCC for protein.
TLR7 data typeExpression analysisLineage consensusLineage of highest sampling consensus
RNABox plot13KIRC (12)view →
Protein (mass-spec)Box plot3CCRCC (10)view →
This table ranks reproducible tumor–normal expression differences for TLR7. A negative fold-change indicates higher expression in normal tissue than in tumor tissue. TLR7 shows lower tumor expression in COAD, LUAD and LUSC and higher tumor expression in KIRC, KIRP and STAD. The KIRC box plot shows higher TLR7 RNA expression in tumor versus normal tissue (log2 FC = +2.095, t-test p < 0.001).
LineageGenderStageFold-changepSampling consensus
KIRCMaleAll+2.095<.00112view →
COADFemaleIII,IV−1.359<.00112view →
LUADAllII,III,IV−0.808<.0018view →
LUSCFemaleAll−1.384<.0017view →
KIRPAllAll+1.105<.0016view →
STADAllII,III,IV+0.570.0174view →
Green = repressed in tumor. all 13 lineages →

TLR7-KIRC

Tumor-vs-normal expression box plot for TLR7 in KIRC.

Explore this plot interactively →

Cross-omics associations

This table shows molecular features associated with TLR7 in patient tissues and cancer cell lines. In patient samples, TLR7 shows the broadest associations at the RNA and protein expression levels, with LSCC recurring as the lineage with the largest associated feature set. In cancer cell lines, TLR7 RNA and mutation anchors are most strongly linked to RNA-expression features, especially in PANCREAS, while CRISPR and shRNA rows add functional-dependency signals in OVARY and BLOOD_Lymphoma.
Associated data typeStrength (# associated data)Lineage of highest associated data
RNA
Protein (mass-spec)21,509LSCC (9096)view →
RNA17,810UVM (8312)view →
Protein (mass-spec)
Protein (mass-spec)17,849LSCC (7312)view →
RNA12,963LSCC (6939)view →
Mutation
RNA4,306UCEC (2892)view →
Protein (RPPA)77UCEC (57)view →
Associated data typeStrength (# associated data)Lineage of highest associated data
CRISPR
RNA1,855PANCREAS (567)view →
CRISPR1,675OVARY (127)view →
RNA
RNA3,750BLOOD_Lymphoma (2201)view →
Function (RNA)1,597BLOOD_Lymphoma (1035)view →
Mutation
Mutation2,905LARGE_INTESTINE (1896)view →
RNA8SKIN (4)view →
shRNA
RNA2,005LARGE_INTESTINE (613)view →
shRNA1,649BREAST (162)view →