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: NRXN3

Gene summary for NRXN3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NRXN3

Gene ID

9369

Gene nameneurexin 3
Gene AliasC14orf60
Cytomap14q24.3-q31.1
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q9HDB5


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
9369NRXN3HTA11_3361_2000001011HumanColorectumAD8.74e-041.97e-02-0.1207
9369NRXN3HTA11_866_3004761011HumanColorectumAD1.08e-147.72e-010.096
9369NRXN3HTA11_7663_2000001011HumanColorectumSER1.81e-024.66e-010.0131
9369NRXN3HTA11_6818_2000001021HumanColorectumAD3.40e-035.81e-020.0588
9369NRXN3HTA11_99999970781_79442HumanColorectumMSS2.87e-251.05e+000.294
9369NRXN3HTA11_99999974143_84620HumanColorectumMSS2.86e-371.15e+000.3005
9369NRXN3A001-C-207HumanColorectumFAP4.99e-087.10e-010.1278
9369NRXN3A001-C-119HumanColorectumFAP4.76e-087.03e-01-0.1557
9369NRXN3A001-C-108HumanColorectumFAP2.03e-055.56e-01-0.0272
9369NRXN3A002-C-021HumanColorectumFAP1.11e-239.14e-010.1171
9369NRXN3A001-C-104HumanColorectumFAP6.43e-157.52e-010.0184
9369NRXN3A015-C-005HumanColorectumFAP7.36e-096.80e-01-0.0336
9369NRXN3A001-C-014HumanColorectumFAP4.66e-106.56e-010.0135
9369NRXN3A001-C-203HumanColorectumFAP2.44e-055.19e-01-0.0481
9369NRXN3CRC-1-8810HumanColorectumCRC3.99e-561.30e+000.6257
9369NRXN3AEH-subject5HumanEndometriumAEH1.63e-135.75e-01-0.2953
9369NRXN3EEC-subject2HumanEndometriumEEC3.20e-032.44e-01-0.2607
9369NRXN3EEC-subject4HumanEndometriumEEC2.62e-073.69e-01-0.2571
9369NRXN3LZE22THumanEsophagusESCC1.57e-032.49e-010.068
9369NRXN3P9T-EHumanEsophagusESCC4.01e-041.93e-010.1131
Page: 1 2 3 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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
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
∗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:0007409ColorectumADaxonogenesis122/3918418/187233.36e-056.15e-04122
GO:0061564ColorectumADaxon development132/3918467/187238.40e-051.31e-03132
GO:0007411ColorectumADaxon guidance64/3918227/187235.41e-033.55e-0264
GO:0097485ColorectumADneuron projection guidance64/3918228/187236.02e-033.78e-0264
GO:00074111ColorectumSERaxon guidance51/2897227/187233.29e-032.82e-0251
GO:00974851ColorectumSERneuron projection guidance51/2897228/187233.61e-033.03e-0251
GO:00615641ColorectumSERaxon development94/2897467/187233.78e-033.13e-0294
GO:00074091ColorectumSERaxonogenesis84/2897418/187236.20e-034.49e-0284
GO:00074092ColorectumMSSaxonogenesis105/3467418/187234.32e-045.23e-03105
GO:00615642ColorectumMSSaxon development115/3467467/187235.33e-046.00e-03115
GO:00615643ColorectumFAPaxon development106/2622467/187231.98e-071.21e-05106
GO:00074093ColorectumFAPaxonogenesis97/2622418/187232.20e-071.30e-0597
GO:00074094ColorectumCRCaxonogenesis81/2078418/187233.60e-072.99e-0581
GO:00615644ColorectumCRCaxon development86/2078467/187231.48e-068.12e-0586
GO:00074098EndometriumAEHaxonogenesis81/2100418/187235.54e-072.12e-0581
GO:00615648EndometriumAEHaxon development88/2100467/187236.39e-072.38e-0588
GO:006156412EndometriumEECaxon development93/2168467/187239.60e-084.69e-0693
GO:000740912EndometriumEECaxonogenesis82/2168418/187231.03e-063.49e-0582
GO:006156415EsophagusESCCaxon development251/8552467/187232.41e-041.49e-03251
GO:000740915EsophagusESCCaxonogenesis219/8552418/187233.14e-031.31e-02219
Page: 1 2 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa045146LungIACCell adhesion molecules30/1053157/84651.03e-023.83e-022.54e-0230
hsa0451411LungIACCell adhesion molecules30/1053157/84651.03e-023.83e-022.54e-0230
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
NRXN3NLGN1NRXN3_NLGN1NRXNCRCAD
NRXN3NLGN1NRXN3_NLGN1NRXNCRCADJ
NRXN3NLGN1NRXN3_NLGN1NRXNCRCCRC
NRXN3NLGN1NRXN3_NLGN1NRXNEndometriumADJ
NRXN3NLGN1NRXN3_NLGN1NRXNEndometriumAEH
NRXN3NLGN1NRXN3_NLGN1NRXNEndometriumEEC
NRXN3NLGN1NRXN3_NLGN1NRXNEsophagusESCC
NRXN3NLGN2NRXN3_NLGN2NRXNEsophagusESCC
NRXN3NLGN3NRXN3_NLGN3NRXNEsophagusESCC
NRXN3NLGN1NRXN3_NLGN1NRXNGCADJ
NRXN3NLGN1NRXN3_NLGN1NRXNHNSCCPrecancer
NRXN3NLGN2NRXN3_NLGN2NRXNHNSCCPrecancer
NRXN3NLGN1NRXN3_NLGN1NRXNLungADJ
NRXN3NLGN1NRXN3_NLGN1NRXNSkinADJ
NRXN3NLGN2NRXN3_NLGN2NRXNSkinADJ
NRXN3NLGN1NRXN3_NLGN1NRXNSkinSCCIS
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
NRXN3SNVMissense_Mutationrs752029799c.1856N>Ap.Arg619Hisp.R619Hprotein_codingdeleterious(0)probably_damaging(0.995)TCGA-A8-A07W-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyexemestaneSD
NRXN3SNVMissense_Mutationrs368725767c.4373G>Tp.Ser1458Ilep.S1458Iprotein_codingtolerated_low_confidence(0.18)benign(0.046)TCGA-A8-A08C-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilCR
NRXN3SNVMissense_Mutationnovelc.951G>Tp.Leu317Phep.L317Fprotein_codingdeleterious(0.03)probably_damaging(0.984)TCGA-A8-A08F-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
NRXN3SNVMissense_Mutationrs776750366c.2839C>Tp.Arg947Cysp.R947Cprotein_codingdeleterious(0.01)possibly_damaging(0.736)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NRXN3SNVMissense_Mutationc.1140N>Ap.Phe380Leup.F380Lprotein_codingtolerated(0.31)possibly_damaging(0.815)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NRXN3SNVMissense_Mutationrs144412380c.2338N>Tp.Arg780Trpp.R780Wprotein_codingdeleterious(0)possibly_damaging(0.868)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NRXN3SNVMissense_Mutationc.4570G>Ap.Asp1524Asnp.D1524Nprotein_codingdeleterious_low_confidence(0)probably_damaging(0.981)TCGA-AQ-A04H-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereSD
NRXN3SNVMissense_Mutationc.2238N>Ap.Met746Ilep.M746Iprotein_codingdeleterious(0.01)benign(0.023)TCGA-AR-A0TX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
NRXN3SNVMissense_Mutationc.1655N>Tp.Arg552Ilep.R552Iprotein_codingdeleterious(0)probably_damaging(0.992)TCGA-BH-A0BZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinCR
NRXN3SNVMissense_Mutationc.2918C>Tp.Thr973Ilep.T973Iprotein_codingdeleterious(0.01)benign(0.167)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 

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
Page: 1