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: CELSR1

Gene summary for CELSR1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CELSR1

Gene ID

9620

Gene namecadherin EGF LAG seven-pass G-type receptor 1
Gene AliasADGRC1
Cytomap22q13.31
Gene Typeprotein-coding
GO ID

GO:0001736

UniProtAcc

Q9NYQ6


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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
9620CELSR1GSM4909293HumanBreastIDC2.75e-041.51e-010.1581
9620CELSR1GSM4909306HumanBreastIDC6.31e-061.88e-010.1564
9620CELSR1GSM4909307HumanBreastIDC6.87e-072.37e-010.1569
9620CELSR1GSM4909308HumanBreastIDC2.12e-072.24e-010.158
9620CELSR1GSM4909317HumanBreastIDC9.13e-051.59e-010.1355
9620CELSR1M5HumanBreastIDC2.00e-023.32e-010.1598
9620CELSR1NCCBC2HumanBreastDCIS2.73e-035.40e-010.1554
9620CELSR1P3HumanBreastIDC2.53e-065.17e-010.1542
9620CELSR1DCIS2HumanBreastDCIS6.56e-051.61e-020.0085
9620CELSR1CA_HPV_1HumanCervixCC1.81e-04-1.12e-010.0264
9620CELSR1CCI_1HumanCervixCC2.36e-201.57e+000.528
9620CELSR1CCI_2HumanCervixCC2.47e-034.05e-010.5249
9620CELSR1CCI_3HumanCervixCC1.66e-218.72e-010.516
9620CELSR1sample3HumanCervixCC2.83e-031.91e-010.1387
9620CELSR1AEH-subject1HumanEndometriumAEH4.66e-093.57e-01-0.3059
9620CELSR1AEH-subject3HumanEndometriumAEH7.57e-083.66e-01-0.2576
9620CELSR1AEH-subject5HumanEndometriumAEH1.78e-216.42e-01-0.2953
9620CELSR1EEC-subject2HumanEndometriumEEC6.75e-134.51e-01-0.2607
9620CELSR1EEC-subject4HumanEndometriumEEC1.57e-022.78e-01-0.2571
9620CELSR1EEC-subject5HumanEndometriumEEC1.24e-052.99e-01-0.249
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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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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:000183822SkincSCCembryonic epithelial tube formation47/4864121/187231.26e-038.18e-0347
GO:001633113SkincSCCmorphogenesis of embryonic epithelium55/4864147/187231.45e-039.11e-0355
GO:000726617SkincSCCRho protein signal transduction51/4864137/187232.38e-031.38e-0251
GO:003514822SkincSCCtube formation54/4864148/187233.00e-031.66e-0254
GO:007217521SkincSCCepithelial tube formation49/4864132/187233.06e-031.68e-0249
GO:000173821SkincSCCmorphogenesis of a polarized epithelium35/486494/187231.05e-024.61e-0235
GO:003032417SkincSCClung development60/4864177/187231.14e-024.97e-0260
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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
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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
CELSR1SNVMissense_Mutationrs73888514c.4171N>Ap.Glu1391Lysp.E1391KQ9NYQ6protein_codingtolerated(0.08)benign(0.425)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
CELSR1SNVMissense_Mutationnovelc.8630G>Ap.Ser2877Asnp.S2877NQ9NYQ6protein_codingtolerated(0.32)benign(0.05)TCGA-A2-A4RW-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
CELSR1SNVMissense_Mutationc.6920C>Tp.Thr2307Ilep.T2307IQ9NYQ6protein_codingtolerated(0.42)benign(0.216)TCGA-A8-A08R-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CELSR1SNVMissense_Mutationrs146465806c.8269N>Ap.Glu2757Lysp.E2757KQ9NYQ6protein_codingtolerated(0.09)possibly_damaging(0.636)TCGA-AC-A8OQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CELSR1SNVMissense_Mutationrs143915949c.8410N>Ap.Asp2804Asnp.D2804NQ9NYQ6protein_codingdeleterious(0.01)possibly_damaging(0.871)TCGA-C8-A27B-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
CELSR1SNVMissense_Mutationrs775423517c.8191G>Ap.Ala2731Thrp.A2731TQ9NYQ6protein_codingtolerated(0.11)benign(0.157)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
CELSR1SNVMissense_Mutationnovelc.3998N>Gp.Ser1333Cysp.S1333CQ9NYQ6protein_codingdeleterious(0)probably_damaging(0.993)TCGA-E9-A3QA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CELSR1SNVMissense_Mutationc.860T>Cp.Leu287Prop.L287PQ9NYQ6protein_codingdeleterious(0.02)probably_damaging(0.995)TCGA-EW-A1P0-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexPD
CELSR1insertionNonsense_Mutationnovelc.5926_5927insTCGTGTCTCCAGAAATGCACACGCGTTCTCAGTGCAGACTCTAGGGAp.Pro1976LeufsTer15p.P1976Lfs*15Q9NYQ6protein_codingTCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
CELSR1insertionFrame_Shift_Insnovelc.5313_5314insCp.Gly1772ArgfsTer14p.G1772Rfs*14Q9NYQ6protein_codingTCGA-C8-A1HK-01Breastbreast invasive carcinomaFemale<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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