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: GPATCH3

Gene summary for GPATCH3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GPATCH3

Gene ID

63906

Gene nameG-patch domain containing 3
Gene AliasGPATC3
Cytomap1p36.11
Gene Typeprotein-coding
GO ID

GO:0001816

UniProtAcc

Q96I76


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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
63906GPATCH3LZE4THumanEsophagusESCC3.84e-051.51e-010.0811
63906GPATCH3LZE7THumanEsophagusESCC1.11e-022.02e-010.0667
63906GPATCH3LZE20THumanEsophagusESCC2.95e-031.53e-010.0662
63906GPATCH3LZE24THumanEsophagusESCC5.68e-102.61e-010.0596
63906GPATCH3P1T-EHumanEsophagusESCC1.35e-082.48e-010.0875
63906GPATCH3P2T-EHumanEsophagusESCC1.13e-163.15e-010.1177
63906GPATCH3P4T-EHumanEsophagusESCC2.29e-081.92e-010.1323
63906GPATCH3P5T-EHumanEsophagusESCC2.93e-152.56e-010.1327
63906GPATCH3P8T-EHumanEsophagusESCC9.56e-081.53e-010.0889
63906GPATCH3P9T-EHumanEsophagusESCC7.71e-051.04e-010.1131
63906GPATCH3P10T-EHumanEsophagusESCC2.06e-081.80e-010.116
63906GPATCH3P11T-EHumanEsophagusESCC1.84e-042.83e-010.1426
63906GPATCH3P12T-EHumanEsophagusESCC7.31e-142.38e-010.1122
63906GPATCH3P15T-EHumanEsophagusESCC9.74e-131.86e-010.1149
63906GPATCH3P16T-EHumanEsophagusESCC4.44e-081.82e-010.1153
63906GPATCH3P19T-EHumanEsophagusESCC1.10e-022.06e-010.1662
63906GPATCH3P20T-EHumanEsophagusESCC4.60e-143.41e-010.1124
63906GPATCH3P21T-EHumanEsophagusESCC1.23e-203.85e-010.1617
63906GPATCH3P22T-EHumanEsophagusESCC9.35e-101.91e-010.1236
63906GPATCH3P23T-EHumanEsophagusESCC2.66e-204.45e-010.108
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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
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:000961518EsophagusESCCresponse to virus238/8552367/187236.65e-143.32e-12238
GO:00516075EsophagusESCCdefense response to virus171/8552265/187233.91e-101.05e-08171
GO:01405465EsophagusESCCdefense response to symbiont171/8552265/187233.91e-101.05e-08171
GO:0030522110EsophagusESCCintracellular receptor signaling pathway170/8552265/187238.58e-102.09e-08170
GO:00028318EsophagusESCCregulation of response to biotic stimulus191/8552327/187232.12e-062.45e-05191
GO:000283212EsophagusESCCnegative regulation of response to biotic stimulus72/8552108/187238.36e-068.11e-0572
GO:003952813EsophagusESCCcytoplasmic pattern recognition receptor signaling pathway in response to virus28/855234/187231.21e-051.12e-0428
GO:009858613EsophagusESCCcellular response to virus56/855284/187238.20e-056.01e-0456
GO:003952913EsophagusESCCRIG-I signaling pathway22/855227/187231.49e-049.92e-0422
GO:003247912EsophagusESCCregulation of type I interferon production61/855295/187232.05e-041.29e-0361
GO:003260612EsophagusESCCtype I interferon production61/855295/187232.05e-041.29e-0361
GO:000275313EsophagusESCCcytoplasmic pattern recognition receptor signaling pathway41/855260/187233.25e-041.91e-0341
GO:00507775EsophagusESCCnegative regulation of immune response112/8552194/187234.67e-042.62e-03112
GO:00506884EsophagusESCCregulation of defense response to virus45/855269/187238.26e-044.27e-0345
GO:000268316EsophagusESCCnegative regulation of immune system process231/8552434/187238.48e-044.36e-03231
GO:00395313EsophagusESCCregulation of viral-induced cytoplasmic pattern recognition receptor signaling pathway18/855224/187233.43e-031.41e-0218
GO:00506871EsophagusESCCnegative regulation of defense response to virus18/855224/187233.43e-031.41e-0218
GO:00395355EsophagusESCCregulation of RIG-I signaling pathway15/855220/187237.60e-032.71e-0215
GO:003052222LiverHCCintracellular receptor signaling pathway171/7958265/187233.00e-131.61e-11171
GO:000961511LiverHCCresponse to virus210/7958367/187237.32e-091.86e-07210
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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
GPATCH3SNVMissense_Mutationc.1541N>Ap.Ser514Tyrp.S514YQ96I76protein_codingdeleterious(0.01)possibly_damaging(0.819)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GPATCH3SNVMissense_Mutationc.1096G>Tp.Val366Leup.V366LQ96I76protein_codingdeleterious(0.02)benign(0.094)TCGA-AN-A0FK-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
GPATCH3SNVMissense_Mutationc.309N>Gp.Cys103Trpp.C103WQ96I76protein_codingdeleterious(0)probably_damaging(0.999)TCGA-E2-A1LH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
GPATCH3insertionIn_Frame_Insnovelc.914_915insCAGTCTAATGAGAGAGATp.Ala305_Leu306insSerLeuMetArgGluMetp.A305_L306insSLMREMQ96I76protein_codingTCGA-A7-A0CJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
GPATCH3insertionNonsense_Mutationnovelc.1221_1222insGTCAGGAGTTAGAGACCAGCCTGGCCAACATGGTGAAATp.Glu407_Arg408insValArgSerTerArgProAlaTrpProThrTrpTerAsnp.E407_R408insVRS*RPAWPTW*NQ96I76protein_codingTCGA-A8-A08X-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinPD
GPATCH3insertionIn_Frame_Insnovelc.1475_1476insGGGAGGp.Ser492_Leu493insGlyGlyp.S492_L493insGGQ96I76protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
GPATCH3SNVMissense_Mutationrs267598527c.821G>Ap.Gly274Glup.G274EQ96I76protein_codingtolerated(0.55)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GPATCH3SNVMissense_Mutationrs746205141c.823N>Cp.Glu275Glnp.E275QQ96I76protein_codingtolerated(0.36)benign(0.018)TCGA-C5-A1BQ-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
GPATCH3SNVMissense_Mutationnovelc.856G>Cp.Glu286Glnp.E286QQ96I76protein_codingtolerated(0.09)benign(0.009)TCGA-C5-A1M7-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
GPATCH3SNVMissense_Mutationnovelc.253N>Ap.Asp85Asnp.D85NQ96I76protein_codingtolerated(0.24)benign(0.003)TCGA-C5-A1MH-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinPD
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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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