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: CDH26

Gene summary for CDH26

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CDH26

Gene ID

60437

Gene namecadherin 26
Gene AliasVR20
Cytomap20q13.33
Gene Typeprotein-coding
GO ID

GO:0001775

UniProtAcc

Q8IXH8


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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
60437CDH26LZE4THumanEsophagusESCC4.53e-041.60e-010.0811
60437CDH26LZE5THumanEsophagusESCC1.00e-095.59e-010.0514
60437CDH26P1T-EHumanEsophagusESCC7.11e-043.62e-010.0875
60437CDH26P5T-EHumanEsophagusESCC3.66e-047.39e-020.1327
60437CDH26P8T-EHumanEsophagusESCC2.20e-173.04e-010.0889
60437CDH26P12T-EHumanEsophagusESCC3.50e-028.08e-020.1122
60437CDH26P23T-EHumanEsophagusESCC6.05e-082.40e-010.108
60437CDH26P26T-EHumanEsophagusESCC3.07e-021.11e-010.1276
60437CDH26P39T-EHumanEsophagusESCC9.44e-072.04e-010.0894
60437CDH26P47T-EHumanEsophagusESCC4.31e-061.31e-010.1067
60437CDH26P48T-EHumanEsophagusESCC3.50e-029.62e-020.0959
60437CDH26P54T-EHumanEsophagusESCC1.34e-092.96e-010.0975
60437CDH26P61T-EHumanEsophagusESCC3.11e-122.83e-010.099
60437CDH26P74T-EHumanEsophagusESCC4.85e-082.36e-010.1479
60437CDH26P75T-EHumanEsophagusESCC1.76e-122.86e-010.1125
60437CDH26P76T-EHumanEsophagusESCC2.63e-037.37e-020.1207
60437CDH26P83T-EHumanEsophagusESCC1.35e-051.93e-010.1738
60437CDH26P84T-EHumanEsophagusESCC8.33e-032.42e-010.0933
60437CDH26P127T-EHumanEsophagusESCC1.80e-081.83e-010.0826
60437CDH26P128T-EHumanEsophagusESCC6.78e-381.22e+000.1241
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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
∗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:004211018EsophagusESCCT cell activation256/8552487/187231.18e-035.87e-03256
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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
CDH26SNVMissense_Mutationnovelc.341N>Ap.Gly114Glup.G114EQ8IXH8protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A7-A13D-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
CDH26SNVMissense_Mutationnovelc.328N>Cp.Asp110Hisp.D110HQ8IXH8protein_codingdeleterious(0)possibly_damaging(0.905)TCGA-A7-A6VY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideCR
CDH26SNVMissense_Mutationrs770366539c.359N>Ap.Arg120Hisp.R120HQ8IXH8protein_codingdeleterious(0)probably_damaging(0.988)TCGA-A8-A08S-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
CDH26SNVMissense_Mutationc.1782N>Gp.Ile594Metp.I594MQ8IXH8protein_codingdeleterious(0.01)benign(0.391)TCGA-BH-A0H7-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydoxorubicinSD
CDH26SNVMissense_Mutationc.1038N>Cp.Glu346Aspp.E346DQ8IXH8protein_codingtolerated(0.06)probably_damaging(0.937)TCGA-BH-A18L-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
CDH26SNVMissense_Mutationnovelc.1095C>Gp.Phe365Leup.F365LQ8IXH8protein_codingtolerated(0.66)benign(0)TCGA-OL-A5RW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
CDH26insertionFrame_Shift_Insnovelc.1477_1478insTp.Asn494GlnfsTer2p.N494Qfs*2Q8IXH8protein_codingTCGA-A8-A0A4-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenCR
CDH26insertionFrame_Shift_Insnovelc.1479_1480insACGCTGTTGATGATGGTGAGTGTTTACCCAAp.Asn494ThrfsTer12p.N494Tfs*12Q8IXH8protein_codingTCGA-A8-A0A4-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenCR
CDH26insertionNonsense_Mutationnovelc.2468_2469insGGGAGAAAGGAGCCCACAGCAAGAGGCCAGGTAAAGATGp.Glu823_Ile824insGlyGluArgSerProGlnGlnGluAlaArgTerArgTerp.E823_I824insGERSPQQEAR*R*Q8IXH8protein_codingTCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
CDH26deletionFrame_Shift_Delnovelc.1850delNp.Leu618CysfsTer116p.L618Cfs*116Q8IXH8protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
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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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