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: ZGPAT

Gene summary for ZGPAT

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZGPAT

Gene ID

84619

Gene namezinc finger CCCH-type and G-patch domain containing
Gene AliasGPATC6
Cytomap20q13.33
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

A0A0S2Z5X3


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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
84619ZGPATLZE2THumanEsophagusESCC2.18e-044.66e-010.082
84619ZGPATLZE4THumanEsophagusESCC1.39e-133.54e-010.0811
84619ZGPATLZE7THumanEsophagusESCC1.16e-134.61e-010.0667
84619ZGPATLZE8THumanEsophagusESCC1.75e-092.76e-010.067
84619ZGPATLZE20THumanEsophagusESCC2.37e-092.92e-010.0662
84619ZGPATLZE22THumanEsophagusESCC5.52e-135.38e-010.068
84619ZGPATLZE24THumanEsophagusESCC2.47e-194.21e-010.0596
84619ZGPATLZE22D3HumanEsophagusHGIN1.73e-025.15e-010.0653
84619ZGPATLZE6THumanEsophagusESCC2.61e-092.81e-010.0845
84619ZGPATP1T-EHumanEsophagusESCC5.20e-083.48e-010.0875
84619ZGPATP2T-EHumanEsophagusESCC9.74e-223.99e-010.1177
84619ZGPATP4T-EHumanEsophagusESCC2.81e-132.92e-010.1323
84619ZGPATP5T-EHumanEsophagusESCC1.23e-203.26e-010.1327
84619ZGPATP8T-EHumanEsophagusESCC1.96e-051.62e-010.0889
84619ZGPATP9T-EHumanEsophagusESCC4.72e-092.08e-010.1131
84619ZGPATP10T-EHumanEsophagusESCC6.31e-487.40e-010.116
84619ZGPATP11T-EHumanEsophagusESCC1.06e-124.28e-010.1426
84619ZGPATP12T-EHumanEsophagusESCC3.19e-234.30e-010.1122
84619ZGPATP15T-EHumanEsophagusESCC4.29e-213.81e-010.1149
84619ZGPATP16T-EHumanEsophagusESCC8.84e-365.62e-010.1153
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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:004593626EsophagusHGINnegative regulation of phosphate metabolic process89/2587441/187231.24e-042.54e-0389
GO:001056326EsophagusHGINnegative regulation of phosphorus metabolic process89/2587442/187231.34e-042.71e-0389
GO:004232620EsophagusHGINnegative regulation of phosphorylation78/2587385/187232.77e-044.77e-0378
GO:000193320EsophagusHGINnegative regulation of protein phosphorylation69/2587342/187236.81e-049.26e-0369
GO:005134827EsophagusHGINnegative regulation of transferase activity55/2587268/187231.51e-031.74e-0255
GO:003812717EsophagusHGINERBB signaling pathway29/2587121/187231.83e-031.97e-0229
GO:19011848EsophagusHGINregulation of ERBB signaling pathway20/258779/187234.56e-033.96e-0220
GO:00071762EsophagusHGINregulation of epidermal growth factor-activated receptor activity10/258730/187235.36e-034.40e-0210
GO:000717317EsophagusHGINepidermal growth factor receptor signaling pathway25/2587108/187235.87e-034.77e-0225
GO:0010563111EsophagusESCCnegative regulation of phosphorus metabolic process274/8552442/187232.32e-129.41e-11274
GO:0045936111EsophagusESCCnegative regulation of phosphate metabolic process273/8552441/187233.18e-121.25e-10273
GO:0051348111EsophagusESCCnegative regulation of transferase activity177/8552268/187231.08e-114.00e-10177
GO:0042326111EsophagusESCCnegative regulation of phosphorylation237/8552385/187231.86e-105.33e-09237
GO:0001933111EsophagusESCCnegative regulation of protein phosphorylation213/8552342/187233.54e-109.76e-09213
GO:003367319EsophagusESCCnegative regulation of kinase activity154/8552237/187231.38e-093.27e-08154
GO:000646920EsophagusESCCnegative regulation of protein kinase activity140/8552212/187231.53e-093.56e-08140
GO:003812718EsophagusESCCERBB signaling pathway82/8552121/187237.23e-079.40e-0682
GO:000717318EsophagusESCCepidermal growth factor receptor signaling pathway73/8552108/187233.36e-063.73e-0573
GO:190118413EsophagusESCCregulation of ERBB signaling pathway54/855279/187233.81e-053.08e-0454
GO:00507322EsophagusESCCnegative regulation of peptidyl-tyrosine phosphorylation42/855259/187236.35e-054.84e-0442
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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
ZGPATSNVMissense_Mutationnovelc.677N>Ap.Ala226Aspp.A226DQ8N5A5protein_codingdeleterious(0)probably_damaging(0.941)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
ZGPATSNVMissense_Mutationrs746868722c.1310C>Tp.Ala437Valp.A437VQ8N5A5protein_codingtolerated(0.39)benign(0.036)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ZGPATSNVMissense_Mutationrs201544347c.226N>Ap.Asp76Asnp.D76NQ8N5A5protein_codingdeleterious(0.03)benign(0.141)TCGA-C8-A26V-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapytamoxiphenCR
ZGPATSNVMissense_Mutationnovelc.814G>Ap.Glu272Lysp.E272KQ8N5A5protein_codingdeleterious(0.01)benign(0.293)TCGA-C8-A8HQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZGPATSNVMissense_Mutationnovelc.229G>Tp.Ala77Serp.A77SQ8N5A5protein_codingtolerated(0.68)benign(0.114)TCGA-E2-A570-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyanastrozoleSD
ZGPATdeletionFrame_Shift_Delnovelc.187delNp.Leu63TrpfsTer67p.L63Wfs*67Q8N5A5protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ZGPATdeletionFrame_Shift_Delnovelc.919delNp.Pro307ArgfsTer30p.P307Rfs*30Q8N5A5protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ZGPATdeletionFrame_Shift_Delnovelc.467delNp.Glu157ArgfsTer21p.E157Rfs*21Q8N5A5protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
ZGPATSNVMissense_Mutationnovelc.1528N>Cp.Ala510Prop.A510PQ8N5A5protein_codingdeleterious(0)probably_damaging(0.976)TCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
ZGPATSNVMissense_Mutationnovelc.1529N>Tp.Ala510Valp.A510VQ8N5A5protein_codingdeleterious(0.01)probably_damaging(0.949)TCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
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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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