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: PCDHGC3

Gene summary for PCDHGC3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PCDHGC3

Gene ID

5098

Gene nameprotocadherin gamma subfamily C, 3
Gene AliasPC43
Cytomap5q31.3
Gene Typeprotein-coding
GO ID

GO:0007155

UniProtAcc

Q9BR81


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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
5098PCDHGC3LZE24THumanEsophagusESCC1.18e-031.17e-010.0596
5098PCDHGC3P2T-EHumanEsophagusESCC4.02e-111.67e-010.1177
5098PCDHGC3P5T-EHumanEsophagusESCC1.15e-059.93e-020.1327
5098PCDHGC3P8T-EHumanEsophagusESCC1.19e-038.12e-020.0889
5098PCDHGC3P10T-EHumanEsophagusESCC1.63e-121.40e-010.116
5098PCDHGC3P11T-EHumanEsophagusESCC3.00e-062.90e-010.1426
5098PCDHGC3P12T-EHumanEsophagusESCC3.72e-122.11e-010.1122
5098PCDHGC3P16T-EHumanEsophagusESCC2.67e-132.36e-010.1153
5098PCDHGC3P17T-EHumanEsophagusESCC7.57e-032.49e-010.1278
5098PCDHGC3P20T-EHumanEsophagusESCC7.60e-123.09e-010.1124
5098PCDHGC3P21T-EHumanEsophagusESCC3.95e-091.42e-010.1617
5098PCDHGC3P22T-EHumanEsophagusESCC2.90e-071.24e-010.1236
5098PCDHGC3P23T-EHumanEsophagusESCC1.18e-102.52e-010.108
5098PCDHGC3P24T-EHumanEsophagusESCC6.22e-031.35e-010.1287
5098PCDHGC3P26T-EHumanEsophagusESCC1.08e-112.48e-010.1276
5098PCDHGC3P28T-EHumanEsophagusESCC1.06e-056.73e-020.1149
5098PCDHGC3P30T-EHumanEsophagusESCC9.84e-052.11e-010.137
5098PCDHGC3P31T-EHumanEsophagusESCC1.51e-101.97e-010.1251
5098PCDHGC3P32T-EHumanEsophagusESCC2.29e-153.74e-010.1666
5098PCDHGC3P36T-EHumanEsophagusESCC1.34e-124.60e-010.1187
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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
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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
PCDHGC3SNVMissense_Mutationnovelc.1067N>Tp.Ser356Phep.S356FQ9UN70protein_codingdeleterious(0.04)benign(0.028)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
PCDHGC3SNVMissense_Mutationrs748024579c.2399N>Gp.Val800Glyp.V800GQ9UN70protein_codingtolerated(0.39)possibly_damaging(0.755)TCGA-A2-A0CS-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
PCDHGC3SNVMissense_Mutationrs748024579c.2399N>Gp.Val800Glyp.V800GQ9UN70protein_codingtolerated(0.39)possibly_damaging(0.755)TCGA-A2-A0ET-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
PCDHGC3SNVMissense_Mutationrs370299433c.244N>Ap.Glu82Lysp.E82KQ9UN70protein_codingtolerated(0.27)benign(0.007)TCGA-A2-A0YH-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinSD
PCDHGC3SNVMissense_Mutationc.547N>Tp.Arg183Cysp.R183CQ9UN70protein_codingdeleterious(0.02)benign(0.001)TCGA-A2-A3XZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinCR
PCDHGC3SNVMissense_Mutationnovelc.817G>Ap.Glu273Lysp.E273KQ9UN70protein_codingdeleterious(0.03)possibly_damaging(0.704)TCGA-AO-A0JB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
PCDHGC3SNVMissense_Mutationnovelc.2325A>Cp.Lys775Asnp.K775NQ9UN70protein_codingtolerated(0.18)possibly_damaging(0.723)TCGA-AO-A0JM-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
PCDHGC3SNVMissense_Mutationc.432N>Gp.Ile144Metp.I144MQ9UN70protein_codingtolerated(0.05)probably_damaging(0.981)TCGA-BH-A0DE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PCDHGC3SNVMissense_Mutationrs748024579c.2399T>Gp.Val800Glyp.V800GQ9UN70protein_codingtolerated(0.39)possibly_damaging(0.755)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PCDHGC3SNVMissense_Mutationrs748024579c.2399N>Gp.Val800Glyp.V800GQ9UN70protein_codingtolerated(0.39)possibly_damaging(0.755)TCGA-BH-A1FM-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
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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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