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: CNTN1

Gene summary for CNTN1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CNTN1

Gene ID

1272

Gene namecontactin 1
Gene AliasF3
Cytomap12q12
Gene Typeprotein-coding
GO ID

GO:0001932

UniProtAcc

Q12860


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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
1272CNTN1RNA-P25T1-P25T1-1HumanLungAIS1.78e-127.55e-01-0.2116
1272CNTN1RNA-P25T1-P25T1-2HumanLungAIS5.12e-036.63e-01-0.1941
1272CNTN1RNA-P25T1-P25T1-3HumanLungAIS5.63e-056.19e-01-0.2107
1272CNTN1RNA-P25T1-P25T1-4HumanLungAIS8.69e-117.87e-01-0.2119
1272CNTN1HTA12-15-2HumanPancreasPDAC4.41e-043.40e-010.2315
1272CNTN1HTA12-23-1HumanPancreasPDAC8.00e-128.99e-010.3405
1272CNTN1HTA12-25-1HumanPancreasPDAC2.04e-117.12e-010.313
1272CNTN1HTA12-26-1HumanPancreasPDAC5.25e-229.08e-010.3728
1272CNTN1HTA12-29-1HumanPancreasPDAC1.15e-541.13e+000.3722
1272CNTN1HTA12-30-1HumanPancreasPDAC1.14e-028.18e-010.3671
1272CNTN1HTA12-9-2HumanPancreasPDAC1.65e-022.54e-010.0835
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:001097512LungAISregulation of neuron projection development69/1849445/187231.05e-042.53e-0369
GO:003134612LungAISpositive regulation of cell projection organization57/1849353/187231.38e-043.05e-0357
GO:000202811LungAISregulation of sodium ion transport21/184990/187231.44e-043.13e-0321
GO:0018212LungAISpeptidyl-tyrosine modification56/1849378/187231.35e-031.68e-0256
GO:0018108LungAISpeptidyl-tyrosine phosphorylation55/1849375/187231.87e-032.08e-0255
GO:001095912LungAISregulation of metal ion transport58/1849406/187232.63e-032.67e-0258
GO:00072193LungAISNotch signaling pathway29/1849172/187232.93e-032.92e-0229
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
CNTN1NRCAMCNTN1_NRCAMCNTNHNSCCPrecancer
CNTN1NRCAMCNTN1_NRCAMCNTNSkinAK
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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
CNTN1SNVMissense_Mutationc.712N>Cp.Lys238Glnp.K238QQ12860protein_codingdeleterious(0.04)benign(0.416)TCGA-A7-A0DA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
CNTN1SNVMissense_Mutationc.2714N>Tp.Pro905Leup.P905LQ12860protein_codingdeleterious(0)probably_damaging(0.986)TCGA-A8-A079-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilSD
CNTN1SNVMissense_Mutationc.1490N>Ap.Gly497Glup.G497EQ12860protein_codingdeleterious(0)probably_damaging(0.99)TCGA-A8-A08R-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CNTN1SNVMissense_Mutationc.2882N>Tp.Ser961Phep.S961FQ12860protein_codingtolerated(0.71)benign(0.005)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
CNTN1SNVMissense_Mutationnovelc.1363N>Tp.Leu455Phep.L455FQ12860protein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CNTN1SNVMissense_Mutationrs556601462c.1514N>Tp.Thr505Metp.T505MQ12860protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BH-A0DI-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
CNTN1SNVMissense_Mutationc.400N>Ap.Tyr134Asnp.Y134NQ12860protein_codingdeleterious(0)probably_damaging(0.965)TCGA-C8-A133-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
CNTN1SNVMissense_Mutationc.2689G>Cp.Glu897Glnp.E897QQ12860protein_codingtolerated(0.4)benign(0.005)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
CNTN1SNVMissense_Mutationrs547467864c.2528G>Ap.Arg843Glnp.R843QQ12860protein_codingdeleterious(0.02)probably_damaging(0.978)TCGA-D8-A1XZ-01Breastbreast invasive carcinomaFemale>=65III/IVHormone Therapytamoxiphen+anastrozolumSD
CNTN1SNVMissense_Mutationc.2689N>Cp.Glu897Glnp.E897QQ12860protein_codingtolerated(0.4)benign(0.005)TCGA-E2-A1IN-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
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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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