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: CXCL8

Gene summary for CXCL8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CXCL8

Gene ID

3576

Gene nameC-X-C motif chemokine ligand 8
Gene AliasGCP-1
Cytomap4q13.3
Gene Typeprotein-coding
GO ID

GO:0001525

UniProtAcc

A0A024RDA5


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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
3576CXCL8GSM4909281HumanBreastIDC4.35e-36-9.85e-010.21
3576CXCL8GSM4909282HumanBreastIDC9.02e-30-9.44e-01-0.0288
3576CXCL8GSM4909285HumanBreastIDC4.92e-34-9.88e-010.21
3576CXCL8GSM4909286HumanBreastIDC5.36e-41-1.00e+000.1081
3576CXCL8GSM4909287HumanBreastIDC1.65e-31-9.65e-010.2057
3576CXCL8GSM4909288HumanBreastIDC3.02e-06-8.61e-010.0988
3576CXCL8GSM4909289HumanBreastIDC2.44e-06-9.72e-010.1064
3576CXCL8GSM4909290HumanBreastIDC5.48e-13-8.04e-010.2096
3576CXCL8GSM4909291HumanBreastIDC2.33e-15-9.22e-010.1753
3576CXCL8GSM4909292HumanBreastIDC6.65e-05-1.00e+000.1236
3576CXCL8GSM4909293HumanBreastIDC4.03e-30-9.48e-010.1581
3576CXCL8GSM4909294HumanBreastIDC5.36e-41-9.89e-010.2022
3576CXCL8GSM4909295HumanBreastIDC4.00e-09-8.41e-010.0898
3576CXCL8GSM4909296HumanBreastIDC2.62e-37-9.96e-010.1524
3576CXCL8GSM4909297HumanBreastIDC5.68e-22-8.24e-010.1517
3576CXCL8GSM4909298HumanBreastIDC1.98e-41-9.98e-010.1551
3576CXCL8GSM4909299HumanBreastIDC5.58e-29-9.35e-010.035
3576CXCL8GSM4909300HumanBreastIDC1.18e-02-6.48e-010.0334
3576CXCL8GSM4909301HumanBreastIDC1.98e-41-1.00e+000.1577
3576CXCL8GSM4909302HumanBreastIDC7.75e-35-9.89e-010.1545
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:00160329BreastPrecancerviral process58/1080415/187233.42e-103.16e-0858
GO:00190589BreastPrecancerviral life cycle47/1080317/187232.42e-091.99e-0747
GO:00444039BreastPrecancerbiological process involved in symbiotic interaction42/1080290/187233.40e-082.11e-0642
GO:00349769BreastPrecancerresponse to endoplasmic reticulum stress38/1080256/187237.89e-084.60e-0638
GO:00975297BreastPrecancermyeloid leukocyte migration34/1080220/187231.42e-077.82e-0634
GO:00521269BreastPrecancermovement in host environment29/1080175/187232.59e-071.28e-0529
GO:00509006BreastPrecancerleukocyte migration47/1080369/187232.82e-071.39e-0547
GO:00305956BreastPrecancerleukocyte chemotaxis34/1080230/187234.16e-071.89e-0534
GO:00603266BreastPrecancercell chemotaxis41/1080310/187235.99e-072.55e-0541
GO:00517019BreastPrecancerbiological process involved in interaction with host31/1080203/187236.52e-072.71e-0531
GO:00716217BreastPrecancergranulocyte chemotaxis23/1080125/187236.73e-072.77e-0523
GO:00507929BreastPrecancerregulation of viral process27/1080164/187237.59e-073.05e-0527
GO:00444099BreastPrecancerentry into host25/1080151/187231.74e-066.19e-0525
GO:00975307BreastPrecancergranulocyte migration24/1080148/187234.04e-061.26e-0424
GO:00190799BreastPrecancerviral genome replication22/1080131/187235.63e-061.66e-0422
GO:00305937BreastPrecancerneutrophil chemotaxis19/1080103/187235.94e-061.71e-0419
GO:00022378BreastPrecancerresponse to molecule of bacterial origin43/1080363/187236.05e-061.72e-0443
GO:00324968BreastPrecancerresponse to lipopolysaccharide41/1080343/187237.94e-062.17e-0441
GO:00439039BreastPrecancerregulation of biological process involved in symbiotic interaction15/108072/187231.23e-053.17e-0415
GO:19039009BreastPrecancerregulation of viral life cycle23/1080148/187231.31e-053.30e-0423
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0517118BreastPrecancerCoronavirus disease - COVID-1981/684232/84653.74e-322.36e-301.81e-3081
hsa0493216BreastPrecancerNon-alcoholic fatty liver disease48/684155/84656.16e-171.50e-151.15e-1548
hsa0513218BreastPrecancerSalmonella infection49/684249/84652.92e-096.15e-084.71e-0849
hsa0513414BreastPrecancerLegionellosis19/68457/84654.62e-089.12e-076.98e-0719
hsa0513018BreastPrecancerPathogenic Escherichia coli infection38/684197/84653.12e-075.81e-064.45e-0638
hsa0513118BreastPrecancerShigellosis44/684247/84653.91e-076.86e-065.26e-0644
hsa0516718BreastPrecancerKaposi sarcoma-associated herpesvirus infection36/684194/84651.68e-062.53e-051.94e-0536
hsa0541718BreastPrecancerLipid and atherosclerosis37/684215/84657.64e-069.29e-057.12e-0537
hsa042189BreastPrecancerCellular senescence29/684156/84651.66e-051.69e-041.30e-0429
hsa0465716BreastPrecancerIL-17 signaling pathway20/68494/84654.74e-054.54e-043.48e-0420
hsa0532312BreastPrecancerRheumatoid arthritis19/68493/84651.30e-041.14e-038.73e-0419
hsa0516316BreastPrecancerHuman cytomegalovirus infection32/684225/84651.13e-037.57e-035.80e-0332
hsa051206BreastPrecancerEpithelial cell signaling in Helicobacter pylori infection14/68470/84651.21e-037.99e-036.12e-0314
hsa052196BreastPrecancerBladder cancer9/68441/84654.65e-032.72e-022.08e-029
hsa0517119BreastPrecancerCoronavirus disease - COVID-1981/684232/84653.74e-322.36e-301.81e-3081
hsa0493217BreastPrecancerNon-alcoholic fatty liver disease48/684155/84656.16e-171.50e-151.15e-1548
hsa0513219BreastPrecancerSalmonella infection49/684249/84652.92e-096.15e-084.71e-0849
hsa0513415BreastPrecancerLegionellosis19/68457/84654.62e-089.12e-076.98e-0719
hsa0513019BreastPrecancerPathogenic Escherichia coli infection38/684197/84653.12e-075.81e-064.45e-0638
hsa0513119BreastPrecancerShigellosis44/684247/84653.91e-076.86e-065.26e-0644
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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
CXCL8ACKR1CXCL8_ACKR1CXCLBreastDCIS
CXCL8ACKR1CXCL8_ACKR1CXCLBreastIDC
CXCL8ACKR1CXCL8_ACKR1CXCLCervixADJ
CXCL8CXCR2CXCL8_CXCR2CXCLCervixADJ
CXCL8ACKR1CXCL8_ACKR1CXCLCervixCC
CXCL8CXCR1CXCL8_CXCR1CXCLCervixCC
CXCL8CXCR2CXCL8_CXCR2CXCLCervixCC
CXCL8CXCR1CXCL8_CXCR1CXCLCervixHealthy
CXCL8CXCR2CXCL8_CXCR2CXCLCervixHealthy
CXCL8ACKR1CXCL8_ACKR1CXCLCervixPrecancer
CXCL8CXCR1CXCL8_CXCR1CXCLCervixPrecancer
CXCL8CXCR2CXCL8_CXCR2CXCLCervixPrecancer
CXCL8ACKR1CXCL8_ACKR1CXCLCRCMSI-H
CXCL8ACKR1CXCL8_ACKR1CXCLCRCMSS
CXCL8ACKR1CXCL8_ACKR1CXCLEndometriumADJ
CXCL8ACKR1CXCL8_ACKR1CXCLEndometriumAEH
CXCL8ACKR1CXCL8_ACKR1CXCLEndometriumHealthy
CXCL8ACKR1CXCL8_ACKR1CXCLEsophagusESCC
CXCL8ACKR1CXCL8_ACKR1CXCLEsophagusHealthy
CXCL8ACKR1CXCL8_ACKR1CXCLGCADJ
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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
CXCL8SNVMissense_Mutationc.193G>Ap.Glu65Lysp.E65KP10145protein_codingdeleterious(0.02)probably_damaging(0.998)TCGA-BH-A18U-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
CXCL8deletionFrame_Shift_Delc.*5delAP10145protein_codingTCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CXCL8SNVMissense_Mutationc.232N>Ap.Leu78Metp.L78MP10145protein_codingdeleterious(0)probably_damaging(0.999)TCGA-C5-A1MH-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinPD
CXCL8deletionFrame_Shift_Delc.299delNp.Ter100%3Dp.*100%3DP10145protein_codingTCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CXCL8SNVMissense_Mutationc.260G>Tp.Arg87Metp.R87MP10145protein_codingtolerated(0.12)benign(0.424)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
CXCL8SNVMissense_Mutationnovelc.291N>Tp.Glu97Aspp.E97DP10145protein_codingtolerated(0.09)benign(0.017)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
CXCL8SNVMissense_Mutationnovelc.291G>Tp.Glu97Aspp.E97DP10145protein_codingtolerated(0.09)benign(0.017)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
CXCL8deletionFrame_Shift_Delc.*5delAP10145protein_codingTCGA-CK-6746-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CXCL8SNVMissense_Mutationnovelc.16N>Ap.Ala6Thrp.A6TP10145protein_codingtolerated(0.48)benign(0.003)TCGA-B5-A1MX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIHormone TherapymegaceSD
CXCL8SNVMissense_Mutationnovelc.196N>Tp.Ile66Phep.I66FP10145protein_codingdeleterious(0)probably_damaging(0.977)TCGA-D1-A0ZU-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinSD
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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
3576CXCL8DRUGGABLE GENOMEMETHIMAZOLEMETHIMAZOLE11453524
3576CXCL8DRUGGABLE GENOMEPROTECTIVE AGENT9479645
3576CXCL8DRUGGABLE GENOMEE319E319
3576CXCL8DRUGGABLE GENOMEYANGONINYANGONIN
3576CXCL8DRUGGABLE GENOMECHLORDANECHLORDANE
3576CXCL8DRUGGABLE GENOMEALPRAZOLAMALPRAZOLAM12218154
3576CXCL8DRUGGABLE GENOMEFENTANYLFENTANYL9527747
3576CXCL8DRUGGABLE GENOMEIbuprofenIBUPROFEN
3576CXCL8DRUGGABLE GENOMECI-1033CANERTINIB15956251
3576CXCL8DRUGGABLE GENOMEALPHA INTERFERONCETUXIMAB10614716
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