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

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: CXCL6

Gene summary for CXCL6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CXCL6

Gene ID

6372

Gene nameC-X-C motif chemokine ligand 6
Gene AliasCKA-3
Cytomap4q13.3
Gene Typeprotein-coding
GO ID

GO:0001775

UniProtAcc

P80162


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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
6372CXCL6LZE20THumanEsophagusESCC3.89e-025.22e-010.0662
6372CXCL6P2T-EHumanEsophagusESCC2.98e-328.78e-010.1177
6372CXCL6P4T-EHumanEsophagusESCC1.75e-094.89e-010.1323
6372CXCL6P5T-EHumanEsophagusESCC1.36e-042.59e-010.1327
6372CXCL6P8T-EHumanEsophagusESCC4.11e-166.47e-010.0889
6372CXCL6P12T-EHumanEsophagusESCC6.35e-186.05e-010.1122
6372CXCL6P15T-EHumanEsophagusESCC3.63e-054.58e-010.1149
6372CXCL6P16T-EHumanEsophagusESCC7.92e-389.24e-010.1153
6372CXCL6P23T-EHumanEsophagusESCC4.67e-119.62e-010.108
6372CXCL6P26T-EHumanEsophagusESCC6.91e-062.08e-010.1276
6372CXCL6P49T-EHumanEsophagusESCC2.46e-059.26e-010.1768
6372CXCL6P56T-EHumanEsophagusESCC2.08e-027.45e-010.1613
6372CXCL6P57T-EHumanEsophagusESCC1.66e-035.34e-010.0926
6372CXCL6P61T-EHumanEsophagusESCC2.08e-027.80e-020.099
6372CXCL6P62T-EHumanEsophagusESCC1.49e-061.79e-010.1302
6372CXCL6P74T-EHumanEsophagusESCC2.50e-106.32e-010.1479
6372CXCL6P75T-EHumanEsophagusESCC8.81e-241.07e+000.1125
6372CXCL6P76T-EHumanEsophagusESCC7.69e-151.22e+000.1207
6372CXCL6P82T-EHumanEsophagusESCC4.07e-021.04e+000.1072
6372CXCL6P83T-EHumanEsophagusESCC3.72e-027.16e-020.1738
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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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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.

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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).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:0044403111EsophagusESCCbiological process involved in symbiotic interaction186/8552290/187231.43e-104.16e-09186
GO:0048872111EsophagusESCChomeostasis of number of cells163/8552272/187231.40e-061.69e-05163
GO:00028318EsophagusESCCregulation of response to biotic stimulus191/8552327/187232.12e-062.45e-05191
GO:0043903111EsophagusESCCregulation of biological process involved in symbiotic interaction49/855272/187231.03e-047.26e-0449
GO:003249619EsophagusESCCresponse to lipopolysaccharide191/8552343/187231.11e-047.73e-04191
GO:003582114EsophagusESCCmodulation of process of other organism64/8552106/187231.61e-037.50e-0364
GO:000223719EsophagusESCCresponse to molecule of bacterial origin194/8552363/187231.64e-037.61e-03194
GO:005170214EsophagusESCCbiological process involved in interaction with symbiont57/855294/187232.46e-031.07e-0257
GO:007122215EsophagusESCCcellular response to lipopolysaccharide113/8552209/187238.79e-033.10e-02113
GO:007121617EsophagusESCCcellular response to biotic stimulus131/8552246/187239.85e-033.39e-02131
GO:004440312LiverCirrhoticbiological process involved in symbiotic interaction131/4634290/187232.00e-141.84e-12131
GO:005170211LiverCirrhoticbiological process involved in interaction with symbiont48/463494/187233.41e-081.14e-0648
GO:00358213LiverCirrhoticmodulation of process of other organism49/4634106/187231.20e-062.43e-0549
GO:00439037LiverCirrhoticregulation of biological process involved in symbiotic interaction34/463472/187232.86e-053.64e-0434
GO:00324966LiverCirrhoticresponse to lipopolysaccharide111/4634343/187238.15e-045.95e-03111
GO:004887212LiverCirrhotichomeostasis of number of cells89/4634272/187231.76e-031.12e-0289
GO:00022376LiverCirrhoticresponse to molecule of bacterial origin113/4634363/187233.23e-031.81e-02113
GO:00028311LiverCirrhoticregulation of response to biotic stimulus101/4634327/187236.58e-033.25e-02101
GO:004440322LiverHCCbiological process involved in symbiotic interaction183/7958290/187239.13e-134.59e-11183
GO:003582111LiverHCCmodulation of process of other organism67/7958106/187231.34e-051.48e-0467
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0466810EsophagusESCCTNF signaling pathway89/4205114/84653.36e-104.01e-092.06e-0989
hsa0465727EsophagusESCCIL-17 signaling pathway66/420594/84653.93e-051.75e-048.99e-0566
hsa0532320EsophagusESCCRheumatoid arthritis59/420593/84654.98e-031.27e-026.52e-0359
hsa051339EsophagusESCCPertussis48/420576/84651.21e-022.77e-021.42e-0248
hsa0466817EsophagusESCCTNF signaling pathway89/4205114/84653.36e-104.01e-092.06e-0989
hsa0465734EsophagusESCCIL-17 signaling pathway66/420594/84653.93e-051.75e-048.99e-0566
hsa05323110EsophagusESCCRheumatoid arthritis59/420593/84654.98e-031.27e-026.52e-0359
hsa0513314EsophagusESCCPertussis48/420576/84651.21e-022.77e-021.42e-0248
hsa05133LiverCirrhoticPertussis37/253076/84654.17e-042.57e-031.58e-0337
hsa0532310LiverCirrhoticRheumatoid arthritis38/253093/84651.52e-024.57e-022.82e-0238
hsa051331LiverCirrhoticPertussis37/253076/84654.17e-042.57e-031.58e-0337
hsa0532311LiverCirrhoticRheumatoid arthritis38/253093/84651.52e-024.57e-022.82e-0238
hsa046684LiverHCCTNF signaling pathway73/4020114/84652.53e-041.19e-036.63e-0473
hsa051332LiverHCCPertussis48/402076/84654.17e-031.27e-027.06e-0348
hsa0466811LiverHCCTNF signaling pathway73/4020114/84652.53e-041.19e-036.63e-0473
hsa051333LiverHCCPertussis48/402076/84654.17e-031.27e-027.06e-0348
hsa051334LiverCystPertussis11/33976/84652.00e-042.51e-032.07e-0311
hsa0465712LiverCystIL-17 signaling pathway11/33994/84651.27e-031.36e-021.12e-0211
hsa046682LiverCystTNF signaling pathway12/339114/84651.96e-031.88e-021.56e-0212
hsa051335LiverCystPertussis11/33976/84652.00e-042.51e-032.07e-0311
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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
CXCL6ACKR1CXCL6_ACKR1CXCLBreastHealthy
CXCL6ACKR1CXCL6_ACKR1CXCLBreastPrecancer
CXCL6ACKR1CXCL6_ACKR1CXCLEsophagusESCC
CXCL6ACKR1CXCL6_ACKR1CXCLHNSCCHealthy
CXCL6ACKR1CXCL6_ACKR1CXCLHNSCCOSCC
CXCL6ACKR1CXCL6_ACKR1CXCLHNSCCPrecancer
CXCL6CXCR2CXCL6_CXCR2CXCLHNSCCPrecancer
CXCL6ACKR1CXCL6_ACKR1CXCLLiverPrecancer
CXCL6ACKR1CXCL6_ACKR1CXCLLungAAH
CXCL6ACKR1CXCL6_ACKR1CXCLProstateBPH
CXCL6ACKR1CXCL6_ACKR1CXCLProstateHealthy
CXCL6ACKR1CXCL6_ACKR1CXCLTHCACancer
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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.
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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
CXCL6SNVMissense_Mutationnovelc.44N>Tp.Ser15Leup.S15LP80162protein_codingtolerated(0.05)benign(0.003)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CXCL6SNVMissense_Mutationc.281N>Tp.Pro94Leup.P94LP80162protein_codingdeleterious(0)probably_damaging(0.999)TCGA-C8-A12W-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
CXCL6SNVMissense_Mutationc.19N>Tp.Arg7Cysp.R7CP80162protein_codingdeleterious(0)benign(0)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CXCL6SNVMissense_Mutationnovelc.287N>Tp.Ala96Valp.A96VP80162protein_codingdeleterious(0.01)probably_damaging(0.914)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CXCL6SNVMissense_Mutationnovelc.170G>Tp.Arg57Ilep.R57IP80162protein_codingdeleterious(0)possibly_damaging(0.602)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
CXCL6SNVMissense_Mutationc.68C>Tp.Ala23Valp.A23VP80162protein_codingtolerated(0.11)benign(0.147)TCGA-AJ-A2QO-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CXCL6SNVMissense_Mutationnovelc.205N>Gp.Phe69Valp.F69VP80162protein_codingtolerated(0.26)benign(0.01)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
CXCL6SNVMissense_Mutationnovelc.331N>Gp.Asn111Aspp.N111DP80162protein_codingtolerated(0.11)benign(0.037)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CXCL6SNVMissense_Mutationnovelc.143G>Ap.Arg48Hisp.R48HP80162protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BS-A0UF-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CXCL6SNVMissense_Mutationnovelc.200A>Tp.Gln67Leup.Q67LP80162protein_codingdeleterious(0)possibly_damaging(0.828)TCGA-DD-AADS-01Liverliver hepatocellular carcinomaMale<65I/IIUnknownUnknownSD
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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
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