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: NECTIN1

Gene summary for NECTIN1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NECTIN1

Gene ID

5818

Gene namenectin cell adhesion molecule 1
Gene AliasCD111
Cytomap11q23.3
Gene Typeprotein-coding
GO ID

GO:0000041

UniProtAcc

Q15223


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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
5818NECTIN1CCI_1HumanCervixCC1.00e-089.48e-010.528
5818NECTIN1CCI_2HumanCervixCC2.66e-026.27e-010.5249
5818NECTIN1TumorHumanCervixCC4.00e-05-1.71e-010.1241
5818NECTIN1sample3HumanCervixCC3.40e-305.67e-010.1387
5818NECTIN1L1HumanCervixCC1.36e-034.58e-010.0802
5818NECTIN1T3HumanCervixCC1.08e-275.54e-010.1389
5818NECTIN1HTA11_3410_2000001011HumanColorectumAD4.95e-042.80e-010.0155
5818NECTIN1HTA11_347_2000001011HumanColorectumAD1.84e-063.84e-01-0.1954
5818NECTIN1HTA11_3361_2000001011HumanColorectumAD1.33e-035.08e-01-0.1207
5818NECTIN1HTA11_696_2000001011HumanColorectumAD9.58e-136.55e-01-0.1464
5818NECTIN1HTA11_866_2000001011HumanColorectumAD1.22e-043.77e-01-0.1001
5818NECTIN1HTA11_1391_2000001011HumanColorectumAD4.07e-064.71e-01-0.059
5818NECTIN1HTA11_546_2000001011HumanColorectumAD1.03e-045.52e-01-0.0842
5818NECTIN1HTA11_866_3004761011HumanColorectumAD4.49e-105.01e-010.096
5818NECTIN1HTA11_7696_3000711011HumanColorectumAD1.17e-084.46e-010.0674
5818NECTIN1HTA11_99999965062_69753HumanColorectumMSI-H5.20e-059.39e-010.3487
5818NECTIN1HTA11_99999971662_82457HumanColorectumMSS1.97e-022.37e-010.3859
5818NECTIN1HTA11_99999973899_84307HumanColorectumMSS2.93e-067.13e-010.2585
5818NECTIN1HTA11_99999974143_84620HumanColorectumMSS2.94e-053.61e-010.3005
5818NECTIN1A015-C-203HumanColorectumFAP2.36e-02-1.03e-01-0.1294
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
∗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:001603210CervixCCviral process109/2311415/187235.40e-156.46e-12109
GO:001905810CervixCCviral life cycle87/2311317/187232.20e-131.20e-1087
GO:005212610CervixCCmovement in host environment52/2311175/187237.03e-108.76e-0852
GO:004440910CervixCCentry into host47/2311151/187238.45e-101.03e-0747
GO:005170110CervixCCbiological process involved in interaction with host57/2311203/187231.18e-091.41e-0757
GO:004671810CervixCCviral entry into host cell44/2311144/187235.47e-095.03e-0744
GO:004440310CervixCCbiological process involved in symbiotic interaction71/2311290/187237.94e-096.98e-0771
GO:00452169CervixCCcell-cell junction organization53/2311200/187233.83e-082.53e-0653
GO:00343298CervixCCcell junction assembly88/2311420/187233.42e-071.38e-0588
GO:00615647CervixCCaxon development89/2311467/187231.71e-053.27e-0489
GO:00029347CervixCCdesmosome organization7/231110/187233.69e-055.84e-047
GO:00074097CervixCCaxonogenesis78/2311418/187231.14e-041.43e-0378
GO:19018886CervixCCregulation of cell junction assembly42/2311204/187235.50e-045.29e-0342
GO:0150063CervixCCvisual system development63/2311375/187236.58e-033.65e-0263
GO:0001654CervixCCeye development62/2311371/187237.83e-034.13e-0262
GO:0031214CervixCCbiomineral tissue development32/2311169/187238.73e-034.48e-0232
GO:0048880CervixCCsensory system development63/2311381/187239.29e-034.66e-0263
GO:0110148CervixCCbiomineralization32/2311171/187231.04e-024.97e-0232
GO:0016032ColorectumADviral process168/3918415/187234.67e-203.66e-17168
GO:0019058ColorectumADviral life cycle119/3918317/187236.18e-128.23e-10119
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0452020CervixCCAdherens junction33/126793/84656.99e-077.31e-064.32e-0633
hsa045147CervixCCCell adhesion molecules36/1267157/84654.94e-031.67e-029.86e-0336
hsa04520110CervixCCAdherens junction33/126793/84656.99e-077.31e-064.32e-0633
hsa0451412CervixCCCell adhesion molecules36/1267157/84654.94e-031.67e-029.86e-0336
hsa04520ColorectumADAdherens junction50/209293/84651.52e-092.83e-081.81e-0850
hsa045201ColorectumADAdherens junction50/209293/84651.52e-092.83e-081.81e-0850
hsa045204ColorectumMSSAdherens junction42/187593/84656.18e-079.01e-065.52e-0642
hsa045205ColorectumMSSAdherens junction42/187593/84656.18e-079.01e-065.52e-0642
hsa045206ColorectumMSI-HAdherens junction22/79793/84653.71e-055.47e-044.58e-0422
hsa045207ColorectumMSI-HAdherens junction22/79793/84653.71e-055.47e-044.58e-0422
hsa045208ColorectumFAPAdherens junction45/140493/84658.66e-132.89e-101.76e-1045
hsa045209ColorectumFAPAdherens junction45/140493/84658.66e-132.89e-101.76e-1045
hsa0452042LiverHCCAdherens junction68/402093/84653.99e-074.46e-062.48e-0668
hsa0452052LiverHCCAdherens junction68/402093/84653.99e-074.46e-062.48e-0668
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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
NECTIN1CD96NECTIN1_CD96NECTINCervixCC
NECTIN1NECTIN4NECTIN1_NECTIN4NECTINCervixCC
NECTIN3NECTIN1NECTIN3_NECTIN1NECTINCervixCC
NECTIN1NECTIN3NECTIN1_NECTIN3NECTINCervixCC
CD96NECTIN1CD96_NECTIN1CD96CervixCC
NECTIN1CD96NECTIN1_CD96NECTINCRCAD
CD96NECTIN1CD96_NECTIN1CD96CRCAD
NECTIN1CD96NECTIN1_CD96NECTINCRCMSI-H
NECTIN1NECTIN4NECTIN1_NECTIN4NECTINCRCMSI-H
NECTIN3NECTIN1NECTIN3_NECTIN1NECTINCRCMSI-H
NECTIN1NECTIN3NECTIN1_NECTIN3NECTINCRCMSI-H
CD96NECTIN1CD96_NECTIN1CD96CRCMSI-H
NECTIN1CD96NECTIN1_CD96NECTINCRCMSS
NECTIN3NECTIN1NECTIN3_NECTIN1NECTINCRCMSS
NECTIN1NECTIN3NECTIN1_NECTIN3NECTINCRCMSS
CD96NECTIN1CD96_NECTIN1CD96CRCMSS
NECTIN1CADM3NECTIN1_CADM3NECTINProstateBPH
NECTIN1CD96NECTIN1_CD96NECTINProstateBPH
NECTIN1NECTIN4NECTIN1_NECTIN4NECTINProstateBPH
CD96NECTIN1CD96_NECTIN1CD96ProstateBPH
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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
NECTIN1SNVMissense_Mutationnovelc.1323N>Tp.Glu441Aspp.E441DQ15223protein_codingtolerated(0.48)benign(0.003)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NECTIN1SNVMissense_Mutationc.1195N>Ap.Gly399Serp.G399SQ15223protein_codingdeleterious(0.04)probably_damaging(0.997)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NECTIN1deletionFrame_Shift_Delnovelc.1429delCp.Arg477ValfsTer121p.R477Vfs*121Q15223protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
NECTIN1SNVMissense_Mutationrs755806347c.1258N>Ap.Asp420Asnp.D420NQ15223protein_codingdeleterious(0)benign(0.318)TCGA-EK-A2PM-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
NECTIN1SNVMissense_Mutationc.373N>Ap.Glu125Lysp.E125KQ15223protein_codingdeleterious(0)probably_damaging(0.999)TCGA-LP-A4AV-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
NECTIN1SNVMissense_Mutationc.1226N>Gp.His409Argp.H409RQ15223protein_codingtolerated(0.06)benign(0.326)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
NECTIN1SNVMissense_Mutationrs750571284c.329N>Ap.Arg110Hisp.R110HQ15223protein_codingtolerated(0.16)benign(0.371)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
NECTIN1SNVMissense_Mutationnovelc.1547N>Gp.Tyr516Cysp.Y516CQ15223protein_codingdeleterious(0)probably_damaging(0.993)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
NECTIN1SNVMissense_Mutationc.1546N>Cp.Tyr516Hisp.Y516HQ15223protein_codingdeleterious(0)probably_damaging(0.99)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
NECTIN1SNVMissense_Mutationrs759345182c.1114G>Ap.Gly372Serp.G372SQ15223protein_codingtolerated(0.07)benign(0.105)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=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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