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: CDHR3

Gene summary for CDHR3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CDHR3

Gene ID

222256

Gene namecadherin related family member 3
Gene AliasCDH28
Cytomap7q22.3
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

B7Z8X2


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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
222256CDHR3HTA11_3410_2000001011HumanColorectumAD9.34e-04-3.98e-010.0155
222256CDHR3HTA11_347_2000001011HumanColorectumAD7.61e-032.90e-01-0.1954
222256CDHR3HTA11_99999970781_79442HumanColorectumMSS2.04e-13-4.87e-010.294
222256CDHR3HTA11_99999965104_69814HumanColorectumMSS4.25e-034.51e-010.281
222256CDHR3HTA11_99999974143_84620HumanColorectumMSS3.20e-07-3.70e-010.3005
222256CDHR3A001-C-207HumanColorectumFAP4.32e-04-3.94e-010.1278
222256CDHR3A015-C-203HumanColorectumFAP7.64e-25-4.93e-01-0.1294
222256CDHR3A015-C-204HumanColorectumFAP7.45e-03-3.40e-01-0.0228
222256CDHR3A002-C-201HumanColorectumFAP7.71e-08-3.91e-010.0324
222256CDHR3A001-C-119HumanColorectumFAP6.03e-05-4.83e-01-0.1557
222256CDHR3A001-C-108HumanColorectumFAP2.34e-17-4.24e-01-0.0272
222256CDHR3A002-C-205HumanColorectumFAP3.98e-13-4.35e-01-0.1236
222256CDHR3A001-C-104HumanColorectumFAP8.71e-06-3.88e-010.0184
222256CDHR3A015-C-006HumanColorectumFAP2.88e-08-4.68e-01-0.0994
222256CDHR3A015-C-106HumanColorectumFAP5.16e-11-3.83e-01-0.0511
222256CDHR3A002-C-114HumanColorectumFAP6.28e-10-4.21e-01-0.1561
222256CDHR3A015-C-104HumanColorectumFAP1.31e-24-5.05e-01-0.1899
222256CDHR3A001-C-014HumanColorectumFAP6.18e-11-4.14e-010.0135
222256CDHR3A002-C-016HumanColorectumFAP8.60e-16-3.94e-010.0521
222256CDHR3A015-C-002HumanColorectumFAP7.91e-08-5.16e-01-0.0763
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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
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
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
∗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:004440312LiverCirrhoticbiological process involved in symbiotic interaction131/4634290/187232.00e-141.84e-12131
GO:005170112LiverCirrhoticbiological process involved in interaction with host88/4634203/187234.55e-091.82e-0788
GO:00521267LiverCirrhoticmovement in host environment75/4634175/187231.08e-073.07e-0675
GO:00444097LiverCirrhoticentry into host58/4634151/187231.33e-041.30e-0358
GO:00467187LiverCirrhoticviral entry into host cell55/4634144/187232.31e-042.11e-0355
GO:004521612LiverCirrhoticcell-cell junction organization70/4634200/187237.23e-045.36e-0370
GO:00070437LiverCirrhoticcell-cell junction assembly50/4634146/187236.23e-033.09e-0250
GO:00343324LiverCirrhoticadherens junction organization20/463449/187239.60e-034.35e-0220
GO:001603222LiverHCCviral process286/7958415/187234.41e-281.86e-25286
GO:001905822LiverHCCviral life cycle209/7958317/187232.05e-172.09e-15209
GO:004440322LiverHCCbiological process involved in symbiotic interaction183/7958290/187239.13e-134.59e-11183
GO:005170122LiverHCCbiological process involved in interaction with host128/7958203/187232.51e-096.91e-08128
GO:005212612LiverHCCmovement in host environment109/7958175/187239.58e-081.89e-06109
GO:004440912LiverHCCentry into host88/7958151/187236.47e-055.91e-0488
GO:004671812LiverHCCviral entry into host cell83/7958144/187231.73e-041.36e-0383
GO:004521622LiverHCCcell-cell junction organization107/7958200/187231.06e-036.11e-03107
GO:003433211LiverHCCadherens junction organization30/795849/187236.31e-032.57e-0230
GO:000704312LiverHCCcell-cell junction assembly76/7958146/187231.23e-024.47e-0276
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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
CDHR3SNVMissense_Mutationrs200019471c.622N>Ap.Val208Metp.V208MQ6ZTQ4protein_codingtolerated(0.1)probably_damaging(0.95)TCGA-A1-A0SD-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CDHR3SNVMissense_Mutationc.592N>Cp.Glu198Glnp.E198QQ6ZTQ4protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
CDHR3SNVMissense_Mutationnovelc.1055N>Gp.Ile352Serp.I352SQ6ZTQ4protein_codingtolerated(0.39)benign(0.068)TCGA-AR-A2LJ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinSD
CDHR3SNVMissense_Mutationc.1592N>Tp.Thr531Ilep.T531IQ6ZTQ4protein_codingdeleterious(0.02)probably_damaging(0.981)TCGA-BH-A0AY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
CDHR3SNVMissense_Mutationc.1672G>Cp.Glu558Glnp.E558QQ6ZTQ4protein_codingdeleterious(0.05)possibly_damaging(0.446)TCGA-C8-A12Q-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownPD
CDHR3SNVMissense_Mutationc.2390N>Cp.Gly797Alap.G797AQ6ZTQ4protein_codingdeleterious(0)probably_damaging(0.998)TCGA-E2-A1B1-01Breastbreast invasive carcinomaFemale<65I/IIOther, specify in notesbiphosphonatezoledronicSD
CDHR3insertionFrame_Shift_Insnovelc.2129_2130insCTTCTCTCTCCCATGCTCGAGTCAATATp.Trp710CysfsTer78p.W710Cfs*78Q6ZTQ4protein_codingTCGA-A2-A0D1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
CDHR3insertionNonsense_Mutationnovelc.1697_1698insGCAGCCCAATAAATAGGATTGTTp.Cys566TrpfsTer6p.C566Wfs*6Q6ZTQ4protein_codingTCGA-B6-A0I8-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
CDHR3SNVMissense_Mutationrs372834692c.779C>Tp.Ala260Valp.A260VQ6ZTQ4protein_codingdeleterious(0.03)possibly_damaging(0.879)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CDHR3SNVMissense_Mutationrs779162025c.2464N>Tp.Arg822Cysp.R822CQ6ZTQ4protein_codingtolerated(0.1)benign(0)TCGA-C5-A3HE-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
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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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