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: CDH11

Gene summary for CDH11

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CDH11

Gene ID

1009

Gene namecadherin 11
Gene AliasCAD11
Cytomap16q21
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

P55287


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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
1009CDH11AEH-subject1HumanEndometriumAEH4.24e-22-5.47e-01-0.3059
1009CDH11AEH-subject2HumanEndometriumAEH1.20e-30-5.98e-01-0.2525
1009CDH11AEH-subject3HumanEndometriumAEH9.60e-17-5.30e-01-0.2576
1009CDH11AEH-subject4HumanEndometriumAEH2.59e-03-1.78e-01-0.2657
1009CDH11AEH-subject5HumanEndometriumAEH1.05e-14-5.18e-01-0.2953
1009CDH11EEC-subject1HumanEndometriumEEC1.06e-28-5.72e-01-0.2682
1009CDH11EEC-subject2HumanEndometriumEEC1.02e-23-5.78e-01-0.2607
1009CDH11EEC-subject3HumanEndometriumEEC1.15e-28-5.43e-01-0.2525
1009CDH11EEC-subject4HumanEndometriumEEC4.40e-20-5.19e-01-0.2571
1009CDH11EEC-subject5HumanEndometriumEEC9.95e-29-5.88e-01-0.249
1009CDH11GSM5276935HumanEndometriumEEC2.48e-30-5.91e-01-0.123
1009CDH11GSM5276937HumanEndometriumEEC3.17e-02-2.93e-01-0.0897
1009CDH11GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC9.29e-28-6.04e-01-0.1869
1009CDH11GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC8.81e-25-6.04e-01-0.1875
1009CDH11GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC1.03e-28-6.04e-01-0.1883
1009CDH11GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC1.01e-22-4.93e-01-0.1934
1009CDH11GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC4.04e-30-5.80e-01-0.1917
1009CDH11GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC1.85e-34-5.92e-01-0.1916
1009CDH11GSM6177623_NYU_UCEC3_VisHumanEndometriumEEC5.17e-08-3.58e-01-0.1269
1009CDH11P2T-EHumanEsophagusESCC1.02e-418.54e-010.1177
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:00074098EndometriumAEHaxonogenesis81/2100418/187235.54e-072.12e-0581
GO:00615648EndometriumAEHaxon development88/2100467/187236.39e-072.38e-0588
GO:00015038EndometriumAEHossification78/2100408/187231.54e-064.85e-0578
GO:00343299EndometriumAEHcell junction assembly78/2100420/187234.80e-061.24e-0478
GO:004521610EndometriumAEHcell-cell junction organization42/2100200/187234.26e-057.20e-0442
GO:000704310EndometriumAEHcell-cell junction assembly30/2100146/187237.29e-046.98e-0330
GO:00343327EndometriumAEHadherens junction organization12/210049/187236.75e-033.94e-0212
GO:006156412EndometriumEECaxon development93/2168467/187239.60e-084.69e-0693
GO:000740912EndometriumEECaxonogenesis82/2168418/187231.03e-063.49e-0582
GO:000150313EndometriumEECossification79/2168408/187232.72e-067.67e-0579
GO:003432914EndometriumEECcell junction assembly79/2168420/187238.37e-061.85e-0479
GO:004521615EndometriumEECcell-cell junction organization42/2168200/187238.84e-051.25e-0342
GO:000704315EndometriumEECcell-cell junction assembly31/2168146/187235.74e-045.72e-0331
GO:000150317EsophagusESCCossification232/8552408/187233.00e-063.40e-05232
GO:006156415EsophagusESCCaxon development251/8552467/187232.41e-041.49e-03251
GO:003432918EsophagusESCCcell junction assembly227/8552420/187233.06e-041.83e-03227
GO:004521620EsophagusESCCcell-cell junction organization114/8552200/187238.04e-044.16e-03114
GO:000740915EsophagusESCCaxonogenesis219/8552418/187233.14e-031.31e-02219
GO:000150310Oral cavityOSCCossification203/7305408/187235.54e-066.19e-05203
GO:004521618Oral cavityOSCCcell-cell junction organization97/7305200/187233.83e-031.57e-0297
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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
ANGPTL4CDH11ANGPTL4_CDH11ANGPTLBreastDCIS
ANGPTL4CDH11ANGPTL4_CDH11ANGPTLBreastHealthy
ANGPTL4CDH11ANGPTL4_CDH11ANGPTLBreastIDC
ANGPTL4CDH11ANGPTL4_CDH11ANGPTLCervixCC
ANGPTL4CDH11ANGPTL4_CDH11ANGPTLEndometriumAEH
ANGPTL4CDH11ANGPTL4_CDH11ANGPTLEsophagusESCC
ANGPTL4CDH11ANGPTL4_CDH11ANGPTLHNSCCOSCC
ANGPTL4CDH11ANGPTL4_CDH11ANGPTLHNSCCPrecancer
ANGPTL4CDH11ANGPTL4_CDH11ANGPTLLiverHCC
ANGPTL4CDH11ANGPTL4_CDH11ANGPTLProstateHealthy
ANGPTL4CDH11ANGPTL4_CDH11ANGPTLSkinADJ
ANGPTL4CDH11ANGPTL4_CDH11ANGPTLSkinHealthy
ANGPTL4CDH11ANGPTL4_CDH11ANGPTLTHCACancer
ANGPTL4CDH11ANGPTL4_CDH11ANGPTLTHCAPrecancer
ANGPTL4CDH11ANGPTL4_CDH11ANGPTLTHCAPTC
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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
CDH11SNVMissense_Mutationc.515C>Ap.Ser172Tyrp.S172YP55287protein_codingdeleterious(0)probably_damaging(0.993)TCGA-A2-A0CM-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinPD
CDH11SNVMissense_Mutationnovelc.1493N>Gp.Glu498Glyp.E498GP55287protein_codingdeleterious(0)probably_damaging(0.96)TCGA-AC-A2QI-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycytoxanCR
CDH11SNVMissense_Mutationc.149G>Ap.Arg50Hisp.R50HP55287protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AC-A8OQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CDH11SNVMissense_Mutationc.2128C>Tp.Pro710Serp.P710SP55287protein_codingtolerated(0.43)benign(0.101)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CDH11SNVMissense_Mutationc.502N>Ap.Val168Metp.V168MP55287protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AO-A0JI-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
CDH11SNVMissense_Mutationc.400G>Ap.Asp134Asnp.D134NP55287protein_codingtolerated(0.62)benign(0.001)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CDH11SNVMissense_Mutationc.699N>Gp.His233Glnp.H233QP55287protein_codingtolerated(0.94)benign(0.013)TCGA-E2-A14R-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinPD
CDH11insertionFrame_Shift_Insnovelc.934_935insAATGTGAGCTATTTGTGAGTGAGTTTGTp.Gly312GlufsTer15p.G312Efs*15P55287protein_codingTCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
CDH11insertionIn_Frame_Insnovelc.1110_1111insTTTTTAp.Val370_Lys371insPheLeup.V370_K371insFLP55287protein_codingTCGA-BH-A0HX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadrimycinSD
CDH11insertionNonsense_Mutationnovelc.1108_1109insAGGTTCATACATGTTGCAGAGTGCATCACTAATTCATTp.Val370GlufsTer11p.V370Efs*11P55287protein_codingTCGA-BH-A0HX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadrimycinSD
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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
1009CDH11CLINICALLY ACTIONABLERG6125
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