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: NECTIN4

Gene summary for NECTIN4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NECTIN4

Gene ID

81607

Gene namenectin cell adhesion molecule 4
Gene AliasEDSS1
Cytomap1q23.3
Gene Typeprotein-coding
GO ID

GO:0007155

UniProtAcc

K4PZ75


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
81607NECTIN4GSM4909281HumanBreastIDC6.24e-041.60e-010.21
81607NECTIN4GSM4909282HumanBreastIDC7.49e-316.82e-01-0.0288
81607NECTIN4GSM4909285HumanBreastIDC8.83e-426.38e-010.21
81607NECTIN4GSM4909286HumanBreastIDC6.98e-071.86e-010.1081
81607NECTIN4GSM4909295HumanBreastIDC3.71e-085.03e-010.0898
81607NECTIN4GSM4909298HumanBreastIDC1.20e-193.68e-010.1551
81607NECTIN4GSM4909299HumanBreastIDC1.08e-041.80e-010.035
81607NECTIN4GSM4909300HumanBreastIDC6.65e-043.75e-010.0334
81607NECTIN4GSM4909305HumanBreastIDC6.48e-042.91e-010.0436
81607NECTIN4GSM4909306HumanBreastIDC4.42e-052.00e-010.1564
81607NECTIN4GSM4909307HumanBreastIDC7.24e-072.61e-010.1569
81607NECTIN4GSM4909313HumanBreastIDC8.53e-043.16e-010.0391
81607NECTIN4GSM4909317HumanBreastIDC3.63e-042.55e-010.1355
81607NECTIN4ctrl6HumanBreastPrecancer8.95e-176.70e-01-0.0061
81607NECTIN4brca10HumanBreastPrecancer2.99e-032.84e-01-0.0029
81607NECTIN4DCIS2HumanBreastDCIS5.69e-523.25e-010.0085
81607NECTIN4CCI_1HumanCervixCC3.04e-211.51e+000.528
81607NECTIN4CCI_3HumanCervixCC2.87e-065.12e-010.516
81607NECTIN4CCII_1HumanCervixCC2.52e-031.73e-010.3249
81607NECTIN4TumorHumanCervixCC3.40e-02-7.84e-020.1241
Page: 1 2 

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
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
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.

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: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:00521269BreastPrecancermovement in host environment29/1080175/187232.59e-071.28e-0529
GO:00517019BreastPrecancerbiological process involved in interaction with host31/1080203/187236.52e-072.71e-0531
GO:00444099BreastPrecancerentry into host25/1080151/187231.74e-066.19e-0525
GO:00467189BreastPrecancerviral entry into host cell24/1080144/187232.46e-068.35e-0524
GO:001603214BreastIDCviral process75/1434415/187231.98e-124.02e-1075
GO:001905814BreastIDCviral life cycle61/1434317/187231.61e-112.77e-0961
GO:004440314BreastIDCbiological process involved in symbiotic interaction52/1434290/187236.55e-095.03e-0752
GO:005212614BreastIDCmovement in host environment32/1434175/187233.33e-061.22e-0432
GO:005170114BreastIDCbiological process involved in interaction with host35/1434203/187234.72e-061.63e-0435
GO:004440914BreastIDCentry into host28/1434151/187231.02e-052.82e-0428
GO:004671814BreastIDCviral entry into host cell27/1434144/187231.18e-053.14e-0427
GO:001603224BreastDCISviral process73/1390415/187233.40e-126.88e-1073
GO:001905824BreastDCISviral life cycle59/1390317/187234.05e-115.74e-0959
GO:004440323BreastDCISbiological process involved in symbiotic interaction49/1390290/187234.70e-082.89e-0649
GO:005212624BreastDCISmovement in host environment31/1390175/187234.93e-061.45e-0431
GO:005170124BreastDCISbiological process involved in interaction with host34/1390203/187236.30e-061.78e-0434
GO:004440924BreastDCISentry into host27/1390151/187231.65e-054.00e-0427
Page: 1 2 3 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0452018BreastPrecancerAdherens junction17/68493/84651.11e-037.57e-035.80e-0317
hsa0452019BreastPrecancerAdherens junction17/68493/84651.11e-037.57e-035.80e-0317
hsa0452020CervixCCAdherens junction33/126793/84656.99e-077.31e-064.32e-0633
hsa04520110CervixCCAdherens junction33/126793/84656.99e-077.31e-064.32e-0633
hsa0452030EsophagusESCCAdherens junction69/420593/84651.08e-066.83e-063.50e-0669
hsa04520114EsophagusESCCAdherens junction69/420593/84651.08e-066.83e-063.50e-0669
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
NECTIN1NECTIN4NECTIN1_NECTIN4NECTINCervixCC
NECTIN1NECTIN4NECTIN1_NECTIN4NECTINCRCMSI-H
NECTIN1NECTIN4NECTIN1_NECTIN4NECTINProstateBPH
NECTIN1NECTIN4NECTIN1_NECTIN4NECTINProstateHealthy
NECTIN1NECTIN4NECTIN1_NECTIN4NECTINSkinADJ
NECTIN1NECTIN4NECTIN1_NECTIN4NECTINSkinAK
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
NECTIN4SNVMissense_Mutationrs558365881c.1261G>Cp.Glu421Glnp.E421QQ96NY8protein_codingdeleterious(0.04)possibly_damaging(0.676)TCGA-D8-A1JC-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinSD
NECTIN4SNVMissense_Mutationc.619G>Cp.Glu207Glnp.E207QQ96NY8protein_codingtolerated(0.08)probably_damaging(0.996)TCGA-D8-A1JC-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinSD
NECTIN4SNVMissense_Mutationc.71N>Tp.Ser24Leup.S24LQ96NY8protein_codingdeleterious(0.03)possibly_damaging(0.879)TCGA-E9-A1R7-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyfarestonSD
NECTIN4SNVMissense_Mutationc.1171N>Gp.Thr391Alap.T391AQ96NY8protein_codingdeleterious(0.01)probably_damaging(0.97)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
NECTIN4SNVMissense_Mutationc.242N>Gp.Leu81Argp.L81RQ96NY8protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-AA-3966-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
NECTIN4SNVMissense_Mutationc.418C>Tp.Arg140Trpp.R140WQ96NY8protein_codingdeleterious(0.01)probably_damaging(0.914)TCGA-AM-5821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
NECTIN4insertionFrame_Shift_Insnovelc.1224_1225insCp.Arg409GlnfsTer17p.R409Qfs*17Q96NY8protein_codingTCGA-AA-3877-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
NECTIN4SNVMissense_Mutationrs371363602c.1046N>Tp.Ser349Leup.S349LQ96NY8protein_codingtolerated(1)probably_damaging(0.978)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
NECTIN4SNVMissense_Mutationrs267606991c.851N>Ap.Arg284Glnp.R284QQ96NY8protein_codingtolerated(0.06)probably_damaging(0.994)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
NECTIN4SNVMissense_Mutationc.665N>Tp.Thr222Ilep.T222IQ96NY8protein_codingdeleterious(0.04)probably_damaging(0.998)TCGA-A5-A0GA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVChemotherapytaxolPD
Page: 1 2 3 4 5 6 7 

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
81607NECTIN4DRUGGABLE GENOMEantibody405067331
81607NECTIN4DRUGGABLE GENOMEASG-22MEENFORTUMAB VEDOTIN
81607NECTIN4DRUGGABLE GENOMEENFORTUMAB VEDOTIN27013195
81607NECTIN4DRUGGABLE GENOMEASG-22MEENFORTUMAB VEDOTIN
81607NECTIN4DRUGGABLE GENOMEantibodyAGS-22M6EENFORTUMAB VEDOTIN
81607NECTIN4DRUGGABLE GENOMEenfortumab vedotin
81607NECTIN4DRUGGABLE GENOMEEnfortumab Vedotin-ejfv
Page: 1