Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: CXCL11

Gene summary for CXCL11

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CXCL11

Gene ID

6373

Gene nameC-X-C motif chemokine ligand 11
Gene AliasH174
Cytomap4q21.1
Gene Typeprotein-coding
GO ID

GO:0002237

UniProtAcc

O14625


Top

Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
6373CXCL11P2T-EHumanEsophagusESCC8.40e-042.56e-010.1177
6373CXCL11P17T-EHumanEsophagusESCC1.49e-023.44e-010.1278
6373CXCL11P24T-EHumanEsophagusESCC4.31e-063.86e-010.1287
6373CXCL11P36T-EHumanEsophagusESCC5.72e-043.29e-010.1187
6373CXCL11P37T-EHumanEsophagusESCC1.93e-097.49e-010.1371
6373CXCL11P40T-EHumanEsophagusESCC5.68e-074.74e-010.109
6373CXCL11P52T-EHumanEsophagusESCC2.65e-492.38e+000.1555
6373CXCL11P62T-EHumanEsophagusESCC2.51e-063.36e-010.1302
6373CXCL11P75T-EHumanEsophagusESCC1.47e-141.15e+000.1125
6373CXCL11P80T-EHumanEsophagusESCC7.27e-302.91e+000.155
6373CXCL11P89T-EHumanEsophagusESCC4.33e-152.71e+000.1752
6373CXCL11P91T-EHumanEsophagusESCC4.77e-112.81e+000.1828
6373CXCL11HCC2HumanLiverHCC1.32e-032.46e+000.5341
6373CXCL11HCC5HumanLiverHCC7.23e-032.74e+000.4932
6373CXCL11S028HumanLiverHCC1.44e-131.63e+000.2503
6373CXCL11S029HumanLiverHCC3.09e-092.58e+000.2581
6373CXCL11C04HumanOral cavityOSCC1.49e-141.22e+000.2633
6373CXCL11C21HumanOral cavityOSCC2.49e-038.25e-010.2678
6373CXCL11C30HumanOral cavityOSCC5.78e-383.91e+000.3055
6373CXCL11C46HumanOral cavityOSCC2.91e-116.31e-010.1673
Page: 1 2 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EsophagusThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
LiverThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
Oral CavityThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
SkinThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

Top

Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:0051235110EsophagusESCCmaintenance of location200/8552327/187231.01e-082.02e-07200
GO:0051651111EsophagusESCCmaintenance of location in cell126/8552214/187236.57e-055.00e-04126
GO:003249619EsophagusESCCresponse to lipopolysaccharide191/8552343/187231.11e-047.73e-04191
GO:000223719EsophagusESCCresponse to molecule of bacterial origin194/8552363/187231.64e-037.61e-03194
GO:007122215EsophagusESCCcellular response to lipopolysaccharide113/8552209/187238.79e-033.10e-02113
GO:007121617EsophagusESCCcellular response to biotic stimulus131/8552246/187239.85e-033.39e-02131
GO:005123521LiverHCCmaintenance of location185/7958327/187231.70e-073.12e-06185
GO:005165112LiverHCCmaintenance of location in cell119/7958214/187237.11e-056.39e-04119
GO:003249611LiverHCCresponse to lipopolysaccharide174/7958343/187231.19e-036.62e-03174
GO:00712166LiverHCCcellular response to biotic stimulus128/7958246/187231.53e-038.10e-03128
GO:00712226LiverHCCcellular response to lipopolysaccharide110/7958209/187231.92e-039.77e-03110
GO:000223711LiverHCCresponse to molecule of bacterial origin181/7958363/187232.58e-031.24e-02181
GO:00712196LiverHCCcellular response to molecule of bacterial origin113/7958221/187235.73e-032.38e-02113
GO:005123518Oral cavityOSCCmaintenance of location182/7305327/187236.16e-101.58e-08182
GO:005165120Oral cavityOSCCmaintenance of location in cell121/7305214/187231.39e-072.32e-06121
GO:003249617Oral cavityOSCCresponse to lipopolysaccharide178/7305343/187237.27e-071.03e-05178
GO:007121615Oral cavityOSCCcellular response to biotic stimulus129/7305246/187231.20e-051.23e-04129
GO:000223717Oral cavityOSCCresponse to molecule of bacterial origin181/7305363/187231.48e-051.49e-04181
GO:007122210Oral cavityOSCCcellular response to lipopolysaccharide110/7305209/187234.15e-053.60e-04110
GO:00192214Oral cavityOSCCcytokine-mediated signaling pathway222/7305472/187232.02e-041.35e-03222
Page: 1 2 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04620Oral cavityOSCCToll-like receptor signaling pathway58/3704104/84658.77e-031.98e-021.01e-0258
hsa046201Oral cavityOSCCToll-like receptor signaling pathway58/3704104/84658.77e-031.98e-021.01e-0258
Page: 1 

Top

Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
CXCL11ACKR1CXCL11_ACKR1CXCLEsophagusESCC
CXCL11ACKR3CXCL11_ACKR3CXCLEsophagusESCC
CXCL11ACKR1CXCL11_ACKR1CXCLSkincSCC
CXCL11CXCR3CXCL11_CXCR3CXCLSkincSCC
Page: 1 

Top

Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
Page: 1 

Top

Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
CXCL11SNVMissense_Mutationnovelc.214C>Ap.Gln72Lysp.Q72KO14625protein_codingtolerated(0.24)benign(0.393)TCGA-BH-A1FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
CXCL11SNVMissense_Mutationnovelc.22N>Gp.Ile8Valp.I8VO14625protein_codingtolerated(0.6)benign(0)TCGA-AA-3877-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CXCL11SNVMissense_Mutationnovelc.276N>Tp.Lys92Asnp.K92NO14625protein_codingtolerated(0.1)benign(0.221)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
CXCL11SNVMissense_Mutationnovelc.167N>Gp.Asn56Serp.N56SO14625protein_codingtolerated(1)benign(0.013)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
CXCL11SNVMissense_Mutationnovelc.109G>Ap.Val37Ilep.V37IO14625protein_codingtolerated(0.09)benign(0.119)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
CXCL11SNVMissense_Mutationrs768099347c.263N>Gp.Lys88Argp.K88RO14625protein_codingtolerated(0.32)benign(0.007)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
CXCL11SNVMissense_Mutationnovelc.52N>Ap.Val18Ilep.V18IO14625protein_codingtolerated(0.8)benign(0)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CXCL11SNVMissense_Mutationrs375210045c.86N>Ap.Arg29Hisp.R29HO14625protein_codingdeleterious(0)probably_damaging(0.927)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
CXCL11SNVMissense_Mutationrs372692015c.236C>Tp.Ser79Leup.S79LO14625protein_codingdeleterious(0.03)benign(0.033)TCGA-BK-A6W3-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CXCL11SNVMissense_Mutationrs377189872c.85N>Tp.Arg29Cysp.R29CO14625protein_codingdeleterious(0.03)benign(0.077)TCGA-EO-A3AY-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownPD
Page: 1 2 

Top

Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
Page: 1