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: CCL11

Gene summary for CCL11

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CCL11

Gene ID

6356

Gene nameC-C motif chemokine ligand 11
Gene AliasSCYA11
Cytomap17q12
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

P51671


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
6356CCL11P4T-EHumanEsophagusESCC3.30e-039.21e-010.1323
6356CCL11P9T-EHumanEsophagusESCC6.80e-051.49e+000.1131
Page: 1 

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
∗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:0043254111EsophagusESCCregulation of protein-containing complex assembly278/8552428/187233.81e-162.77e-14278
GO:0031334111EsophagusESCCpositive regulation of protein-containing complex assembly166/8552237/187232.06e-141.07e-12166
GO:000961518EsophagusESCCresponse to virus238/8552367/187236.65e-143.32e-12238
GO:0048732111EsophagusESCCgland development269/8552436/187237.81e-122.95e-10269
GO:000931419EsophagusESCCresponse to radiation277/8552456/187234.42e-111.43e-09277
GO:1902905111EsophagusESCCpositive regulation of supramolecular fiber organization142/8552209/187235.51e-111.76e-09142
GO:1902903111EsophagusESCCregulation of supramolecular fiber organization237/8552383/187239.06e-112.75e-09237
GO:005149520EsophagusESCCpositive regulation of cytoskeleton organization147/8552226/187232.93e-096.38e-08147
GO:0051258111EsophagusESCCprotein polymerization183/8552297/187231.94e-083.75e-07183
GO:000701527EsophagusESCCactin filament organization259/8552442/187232.37e-084.50e-07259
GO:0032273111EsophagusESCCpositive regulation of protein polymerization95/8552138/187232.97e-085.57e-0795
GO:003253520EsophagusESCCregulation of cellular component size227/8552383/187234.77e-088.60e-07227
GO:000756820EsophagusESCCaging201/8552339/187232.64e-073.94e-06201
GO:0032970111EsophagusESCCregulation of actin filament-based process231/8552397/187232.91e-074.20e-06231
GO:0032956111EsophagusESCCregulation of actin cytoskeleton organization210/8552358/187234.40e-076.00e-06210
GO:0032271111EsophagusESCCregulation of protein polymerization143/8552233/187239.21e-071.17e-05143
GO:011005327EsophagusESCCregulation of actin filament organization166/8552278/187231.54e-061.85e-05166
GO:002260420EsophagusESCCregulation of cell morphogenesis180/8552309/187235.19e-065.45e-05180
GO:002261216EsophagusESCCgland morphogenesis78/8552118/187235.83e-066.03e-0578
GO:006056210EsophagusESCCepithelial tube morphogenesis187/8552325/187239.95e-069.44e-05187
Page: 1 2 3 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0465727EsophagusESCCIL-17 signaling pathway66/420594/84653.93e-051.75e-048.99e-0566
hsa0465734EsophagusESCCIL-17 signaling pathway66/420594/84653.93e-051.75e-048.99e-0566
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
CCL11ACKR1CCL11_ACKR1CCLCRCAD
CCL11ACKR1CCL11_ACKR1CCLCRCSER
CCL11ACKR1CCL11_ACKR1CCLEsophagusESCC
CCL11ACKR2CCL11_ACKR2CCLEsophagusESCC
CCL11ACKR1CCL11_ACKR1CCLGCADJ
CCL11ACKR1CCL11_ACKR1CCLGCGC
CCL11ACKR1CCL11_ACKR1CCLGCHealthy
CCL11ACKR1CCL11_ACKR1CCLHNSCCOSCC
CCL11ACKR2CCL11_ACKR2CCLHNSCCOSCC
CCL11ACKR1CCL11_ACKR1CCLHNSCCPrecancer
CCL11ACKR2CCL11_ACKR2CCLHNSCCPrecancer
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
CCL11SNVMissense_Mutationnovelc.247N>Tp.Asp83Tyrp.D83YP51671protein_codingdeleterious(0)probably_damaging(0.98)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
CCL11SNVMissense_Mutationrs779102512c.211N>Ap.Asp71Asnp.D71NP51671protein_codingdeleterious(0.02)benign(0.281)TCGA-AN-A0FS-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CCL11SNVMissense_Mutationnovelc.194N>Cp.Lys65Thrp.K65TP51671protein_codingtolerated(0.07)benign(0.248)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
CCL11SNVMissense_Mutationnovelc.122N>Gp.Ile41Argp.I41RP51671protein_codingdeleterious(0)probably_damaging(0.983)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CCL11SNVMissense_Mutationnovelc.22N>Ap.Leu8Metp.L8MP51671protein_codingdeleterious(0.01)probably_damaging(0.973)TCGA-AX-A05Z-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapyadriamycinSD
CCL11SNVMissense_Mutationnovelc.116N>Tp.Arg39Metp.R39MP51671protein_codingdeleterious(0.01)possibly_damaging(0.653)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
CCL11SNVMissense_Mutationnovelc.14N>Tp.Ala5Valp.A5VP51671protein_codingtolerated(0.17)benign(0.027)TCGA-AX-A2IN-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownPD
CCL11SNVMissense_Mutationnovelc.164G>Ap.Gly55Aspp.G55DP51671protein_codingdeleterious(0)benign(0.216)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CCL11SNVMissense_Mutationc.55N>Ap.Pro19Thrp.P19TP51671protein_codingtolerated(1)benign(0.003)TCGA-UB-A7MB-01Liverliver hepatocellular carcinomaMale<65I/IITargeted Molecular therapysorafenibPD
CCL11SNVMissense_Mutationc.127N>Gp.Leu43Valp.L43VP51671protein_codingtolerated(0.61)benign(0.05)TCGA-69-7980-01Lunglung adenocarcinomaFemale>=65I/IIUnknownUnknownSD
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
6356CCL11DRUGGABLE GENOMETNF-ALPHA15972682
6356CCL11DRUGGABLE GENOMEinhibitorCHEMBL2109103BERTILIMUMAB
6356CCL11DRUGGABLE GENOMEROXITHROMYCINROXITHROMYCIN11408771
6356CCL11DRUGGABLE GENOMEmethadoneMETHADONE29222992
6356CCL11DRUGGABLE GENOMEMOMETASONE FUROATE12877820
6356CCL11DRUGGABLE GENOMETYROSINE KINASE INHIBITOR10527858
6356CCL11DRUGGABLE GENOMEBertilimumabBERTILIMUMAB
Page: 1