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: CELSR2

Gene summary for CELSR2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CELSR2

Gene ID

1952

Gene namecadherin EGF LAG seven-pass G-type receptor 2
Gene AliasADGRC2
Cytomap1p13.3
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q9HCU4


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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
1952CELSR2LZE2THumanEsophagusESCC2.58e-023.32e-010.082
1952CELSR2LZE20THumanEsophagusESCC1.21e-021.46e-010.0662
1952CELSR2LZE24THumanEsophagusESCC3.25e-042.30e-020.0596
1952CELSR2P1T-EHumanEsophagusESCC1.73e-112.99e-010.0875
1952CELSR2P2T-EHumanEsophagusESCC2.72e-284.23e-010.1177
1952CELSR2P4T-EHumanEsophagusESCC8.86e-051.13e-010.1323
1952CELSR2P5T-EHumanEsophagusESCC3.48e-081.39e-010.1327
1952CELSR2P8T-EHumanEsophagusESCC7.94e-141.96e-010.0889
1952CELSR2P9T-EHumanEsophagusESCC1.28e-033.85e-020.1131
1952CELSR2P10T-EHumanEsophagusESCC1.77e-234.82e-010.116
1952CELSR2P11T-EHumanEsophagusESCC2.02e-041.83e-010.1426
1952CELSR2P12T-EHumanEsophagusESCC1.51e-305.87e-010.1122
1952CELSR2P15T-EHumanEsophagusESCC1.75e-065.71e-020.1149
1952CELSR2P16T-EHumanEsophagusESCC5.38e-201.41e-010.1153
1952CELSR2P17T-EHumanEsophagusESCC1.17e-062.46e-010.1278
1952CELSR2P20T-EHumanEsophagusESCC2.57e-061.01e-010.1124
1952CELSR2P21T-EHumanEsophagusESCC1.14e-056.54e-020.1617
1952CELSR2P22T-EHumanEsophagusESCC4.58e-129.43e-020.1236
1952CELSR2P23T-EHumanEsophagusESCC1.23e-121.73e-010.108
1952CELSR2P24T-EHumanEsophagusESCC1.48e-046.61e-020.1287
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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.

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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:001605517EsophagusESCCWnt signaling pathway268/8552444/187232.32e-106.58e-09268
GO:019873817EsophagusESCCcell-cell signaling by wnt269/8552446/187232.41e-106.79e-09269
GO:00017387EsophagusESCCmorphogenesis of a polarized epithelium63/855294/187232.34e-052.00e-0463
GO:00600714EsophagusESCCWnt signaling pathway, planar cell polarity pathway36/855252/187235.05e-042.79e-0336
GO:002240720EsophagusESCCregulation of cell-cell adhesion239/8552448/187235.88e-043.19e-03239
GO:00901753EsophagusESCCregulation of establishment of planar polarity37/855256/187231.65e-037.65e-0337
GO:00017361EsophagusESCCestablishment of planar polarity45/855272/187232.97e-031.24e-0245
GO:00071641EsophagusESCCestablishment of tissue polarity45/855272/187232.97e-031.24e-0245
GO:00355671EsophagusESCCnon-canonical Wnt signaling pathway45/855272/187232.97e-031.24e-0245
GO:20000274EsophagusESCCregulation of animal organ morphogenesis71/8552125/187237.97e-032.84e-0271
GO:001635816EsophagusESCCdendrite development130/8552243/187238.33e-032.95e-02130
GO:001605510Oral cavityOSCCWnt signaling pathway227/7305444/187231.10e-071.87e-06227
GO:019873810Oral cavityOSCCcell-cell signaling by wnt227/7305446/187231.75e-072.86e-06227
GO:002240718Oral cavityOSCCregulation of cell-cell adhesion218/7305448/187231.71e-051.68e-04218
GO:005087819Oral cavityOSCCregulation of body fluid levels179/7305379/187236.19e-043.50e-03179
GO:0021591Oral cavityOSCCventricular system development18/730529/187231.00e-023.49e-0218
GO:001635810Oral cavityOSCCdendrite development113/7305243/187231.00e-023.49e-02113
GO:001605515Oral cavityLPWnt signaling pathway140/4623444/187235.80e-045.35e-03140
GO:019873815Oral cavityLPcell-cell signaling by wnt140/4623446/187237.12e-046.38e-03140
GO:0016055110ThyroidPTCWnt signaling pathway217/5968444/187233.71e-142.30e-12217
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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
CELSR2SNVMissense_Mutationnovelc.8248G>Ap.Glu2750Lysp.E2750KQ9HCU4protein_codingtolerated_low_confidence(0.17)benign(0)TCGA-A2-A0T0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
CELSR2SNVMissense_Mutationc.1400N>Tp.Thr467Ilep.T467IQ9HCU4protein_codingtolerated(0.2)benign(0.003)TCGA-A2-A0YJ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanPD
CELSR2SNVMissense_Mutationc.4428G>Cp.Glu1476Aspp.E1476DQ9HCU4protein_codingtolerated(0.69)benign(0.012)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
CELSR2SNVMissense_Mutationnovelc.5233N>Tp.Gly1745Cysp.G1745CQ9HCU4protein_codingdeleterious(0)probably_damaging(1)TCGA-BH-A0BF-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CELSR2SNVMissense_Mutationc.4276N>Tp.Val1426Phep.V1426FQ9HCU4protein_codingdeleterious(0)possibly_damaging(0.903)TCGA-D8-A147-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicineSD
CELSR2SNVMissense_Mutationc.2203A>Gp.Ser735Glyp.S735GQ9HCU4protein_codingdeleterious(0.03)probably_damaging(0.955)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CELSR2SNVMissense_Mutationrs774715293c.511N>Tp.Arg171Trpp.R171WQ9HCU4protein_codingtolerated(0.19)benign(0.001)TCGA-E2-A1IN-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
CELSR2SNVMissense_Mutationc.7660N>Cp.Glu2554Glnp.E2554QQ9HCU4protein_codingtolerated(0.07)probably_damaging(0.984)TCGA-EW-A1J5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
CELSR2SNVMissense_Mutationc.7984N>Cp.Ser2662Prop.S2662PQ9HCU4protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-EW-A1P5-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
CELSR2SNVMissense_Mutationnovelc.2020G>Cp.Asp674Hisp.D674HQ9HCU4protein_codingdeleterious(0)probably_damaging(1)TCGA-PE-A5DE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
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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
1952CELSR2G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEhmg coa reductase inhibitors25350695
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