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: ZP3

Gene summary for ZP3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZP3

Gene ID

7784

Gene namezona pellucida glycoprotein 3
Gene AliasOOMD3
Cytomap7q11.23
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

P21754


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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
7784ZP3HTA11_3361_2000001011HumanColorectumAD2.23e-033.88e-01-0.1207
7784ZP3HTA11_696_2000001011HumanColorectumAD2.65e-022.87e-01-0.1464
7784ZP3HTA11_866_2000001011HumanColorectumAD5.37e-032.20e-01-0.1001
7784ZP3HTA11_1391_2000001011HumanColorectumAD1.45e-064.61e-01-0.059
7784ZP3HTA11_99999965104_69814HumanColorectumMSS2.25e-229.00e-010.281
7784ZP3HTA11_99999971662_82457HumanColorectumMSS1.79e-022.27e-010.3859
7784ZP3HTA11_99999974143_84620HumanColorectumMSS1.03e-104.29e-010.3005
7784ZP3P1T-EHumanEsophagusESCC4.71e-022.83e-010.0875
7784ZP3P2T-EHumanEsophagusESCC3.85e-143.09e-010.1177
7784ZP3P4T-EHumanEsophagusESCC9.42e-143.80e-010.1323
7784ZP3P9T-EHumanEsophagusESCC3.62e-111.63e-010.1131
7784ZP3P10T-EHumanEsophagusESCC4.10e-024.23e-020.116
7784ZP3P11T-EHumanEsophagusESCC4.44e-041.95e-010.1426
7784ZP3P12T-EHumanEsophagusESCC3.63e-071.75e-010.1122
7784ZP3P15T-EHumanEsophagusESCC7.73e-265.62e-010.1149
7784ZP3P16T-EHumanEsophagusESCC2.16e-234.82e-010.1153
7784ZP3P17T-EHumanEsophagusESCC1.16e-072.72e-010.1278
7784ZP3P20T-EHumanEsophagusESCC1.92e-123.01e-010.1124
7784ZP3P21T-EHumanEsophagusESCC2.30e-214.87e-010.1617
7784ZP3P22T-EHumanEsophagusESCC4.20e-038.55e-020.1236
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal 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
∗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:0048511ColorectumADrhythmic process94/3918298/187231.00e-052.34e-0494
GO:0001701ColorectumADin utero embryonic development110/3918367/187232.36e-054.62e-04110
GO:0045921ColorectumADpositive regulation of exocytosis33/391886/187231.58e-042.20e-0333
GO:0045785ColorectumADpositive regulation of cell adhesion122/3918437/187232.65e-043.28e-03122
GO:0051047ColorectumADpositive regulation of secretion90/3918310/187234.11e-044.66e-0390
GO:0045927ColorectumADpositive regulation of growth77/3918259/187234.82e-045.27e-0377
GO:1903532ColorectumADpositive regulation of secretion by cell82/3918282/187236.85e-047.00e-0382
GO:0061458ColorectumADreproductive system development116/3918427/187231.11e-031.01e-02116
GO:0048638ColorectumADregulation of developmental growth92/3918330/187231.48e-031.25e-0292
GO:0048608ColorectumADreproductive structure development114/3918424/187231.78e-031.47e-02114
GO:0006887ColorectumADexocytosis96/3918352/187232.48e-031.90e-0296
GO:0017157ColorectumADregulation of exocytosis59/3918202/187233.20e-032.36e-0259
GO:0048639ColorectumADpositive regulation of developmental growth52/3918174/187233.24e-032.38e-0252
GO:00485112ColorectumMSSrhythmic process89/3467298/187231.17e-063.96e-0589
GO:00614582ColorectumMSSreproductive system development115/3467427/187239.86e-062.39e-04115
GO:00486082ColorectumMSSreproductive structure development113/3467424/187231.94e-054.18e-04113
GO:00017012ColorectumMSSin utero embryonic development99/3467367/187233.71e-057.10e-0499
GO:00457852ColorectumMSSpositive regulation of cell adhesion110/3467437/187232.94e-043.87e-03110
GO:19035321ColorectumMSSpositive regulation of secretion by cell74/3467282/187237.93e-048.36e-0374
GO:00510472ColorectumMSSpositive regulation of secretion80/3467310/187238.55e-048.75e-0380
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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
ZP3SNVMissense_Mutationc.52N>Ap.Glu18Lysp.E18KP21754protein_codingtolerated(0.14)possibly_damaging(0.815)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ZP3SNVMissense_Mutationrs760550498c.1199N>Cp.Leu400Prop.L400PP21754protein_codingdeleterious(0.01)probably_damaging(0.94)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ZP3SNVMissense_Mutationrs370377360c.115N>Ap.Val39Ilep.V39IP21754protein_codingtolerated(0.15)benign(0.014)TCGA-AO-A12H-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ZP3SNVMissense_Mutationc.550N>Ap.Glu184Lysp.E184KP21754protein_codingtolerated(0.11)benign(0.022)TCGA-B6-A0RS-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
ZP3SNVMissense_Mutationnovelc.1144N>Tp.Pro382Serp.P382SP21754protein_codingtolerated(0.43)benign(0)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
ZP3SNVMissense_Mutationc.130N>Tp.Val44Leup.V44LP21754protein_codingdeleterious(0.02)benign(0.01)TCGA-AA-3819-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ZP3SNVMissense_Mutationrs144871193c.322N>Ap.Asp108Asnp.D108NP21754protein_codingtolerated(0.05)benign(0.046)TCGA-AY-6197-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
ZP3SNVMissense_Mutationc.125N>Cp.Val42Alap.V42AP21754protein_codingdeleterious(0)possibly_damaging(0.871)TCGA-CK-6746-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ZP3SNVMissense_Mutationc.474G>Tp.Leu158Phep.L158FP21754protein_codingdeleterious(0.01)benign(0.215)TCGA-AG-4007-01Colorectumrectum adenocarcinomaMale>=65III/IVUnknownUnknownSD
ZP3SNVMissense_Mutationnovelc.361C>Tp.Arg121Cysp.R121CP21754protein_codingdeleterious(0.04)possibly_damaging(0.899)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid 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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