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: ZNF3

Gene summary for ZNF3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF3

Gene ID

7551

Gene namezinc finger protein 3
Gene AliasA8-51
Cytomap7q22.1
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

P17036


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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
7551ZNF3LZE7THumanEsophagusESCC1.22e-022.54e-010.0667
7551ZNF3LZE20THumanEsophagusESCC8.69e-061.93e-010.0662
7551ZNF3LZE22THumanEsophagusESCC3.38e-053.93e-010.068
7551ZNF3LZE24THumanEsophagusESCC2.72e-112.95e-010.0596
7551ZNF3P1T-EHumanEsophagusESCC8.00e-063.01e-010.0875
7551ZNF3P2T-EHumanEsophagusESCC4.88e-335.73e-010.1177
7551ZNF3P4T-EHumanEsophagusESCC1.76e-133.04e-010.1323
7551ZNF3P5T-EHumanEsophagusESCC1.59e-099.91e-020.1327
7551ZNF3P8T-EHumanEsophagusESCC1.99e-272.50e-010.0889
7551ZNF3P9T-EHumanEsophagusESCC5.88e-133.03e-010.1131
7551ZNF3P10T-EHumanEsophagusESCC1.48e-355.92e-010.116
7551ZNF3P11T-EHumanEsophagusESCC1.47e-124.91e-010.1426
7551ZNF3P12T-EHumanEsophagusESCC2.39e-356.93e-010.1122
7551ZNF3P15T-EHumanEsophagusESCC1.73e-296.51e-010.1149
7551ZNF3P16T-EHumanEsophagusESCC1.20e-528.99e-010.1153
7551ZNF3P17T-EHumanEsophagusESCC1.15e-063.54e-010.1278
7551ZNF3P20T-EHumanEsophagusESCC3.54e-327.22e-010.1124
7551ZNF3P21T-EHumanEsophagusESCC1.88e-162.43e-010.1617
7551ZNF3P22T-EHumanEsophagusESCC1.07e-172.77e-010.1236
7551ZNF3P23T-EHumanEsophagusESCC1.36e-246.31e-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
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:2001020112ThyroidPTCregulation of response to DNA damage stimulus113/5968219/187239.37e-102.77e-08113
GO:1901796113ThyroidPTCregulation of signal transduction by p53 class mediator58/596893/187231.38e-093.95e-0858
GO:2001243113ThyroidPTCnegative regulation of intrinsic apoptotic signaling pathway60/596898/187232.05e-095.77e-0860
GO:00327846ThyroidPTCregulation of DNA-templated transcription, elongation38/596853/187233.07e-098.43e-0838
GO:0072332113ThyroidPTCintrinsic apoptotic signaling pathway by p53 class mediator48/596876/187231.99e-084.61e-0748
GO:0042771112ThyroidPTCintrinsic apoptotic signaling pathway in response to DNA damage by p53 class mediator30/596843/187233.79e-076.32e-0630
GO:002191514ThyroidPTCneural tube development76/5968152/187232.40e-063.17e-0576
GO:0008630112ThyroidPTCintrinsic apoptotic signaling pathway in response to DNA damage54/596899/187232.46e-063.22e-0554
GO:0030099113ThyroidPTCmyeloid cell differentiation160/5968381/187231.75e-051.82e-04160
GO:004277010ThyroidPTCsignal transduction in response to DNA damage81/5968172/187232.07e-052.08e-0481
GO:20010216ThyroidPTCnegative regulation of response to DNA damage stimulus44/596881/187232.34e-052.33e-0444
GO:004544418ThyroidPTCfat cell differentiation102/5968229/187233.66e-053.40e-04102
GO:1901798113ThyroidPTCpositive regulation of signal transduction by p53 class mediator18/596825/187234.48e-054.05e-0418
GO:1902253112ThyroidPTCregulation of intrinsic apoptotic signaling pathway by p53 class mediator20/596829/187234.54e-054.09e-0420
GO:20010229ThyroidPTCpositive regulation of response to DNA damage stimulus53/5968105/187235.51e-054.89e-0453
GO:00082985ThyroidPTCintracellular mRNA localization11/596813/187231.34e-041.05e-0311
GO:009872710ThyroidPTCmaintenance of cell number63/5968134/187231.73e-041.32e-0363
GO:0030330112ThyroidPTCDNA damage response, signal transduction by p53 class mediator38/596872/187231.85e-041.40e-0338
GO:00603486ThyroidPTCbone development90/5968205/187231.89e-041.42e-0390
GO:190222918ThyroidPTCregulation of intrinsic apoptotic signaling pathway in response to DNA damage22/596836/187232.85e-042.02e-0322
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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
ZNF3SNVMissense_Mutationc.116N>Gp.Ala39Glyp.A39GP17036protein_codingtolerated(0.06)benign(0.116)TCGA-B6-A0IE-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
ZNF3insertionIn_Frame_Insnovelc.1181_1182insTGCTGTTTTGTTTCATGATTTCGTTAATTATGGAAATTTp.Asn394_Pro395insAlaValLeuPheHisAspPheValAsnTyrGlyAsnPhep.N394_P395insAVLFHDFVNYGNFP17036protein_codingTCGA-A8-A07P-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilSD
ZNF3insertionFrame_Shift_Insnovelc.275_276insAACTTCAGACCp.Glu93ThrfsTer48p.E93Tfs*48P17036protein_codingTCGA-AO-A0JB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
ZNF3insertionIn_Frame_Insnovelc.273_274insGAATGTAGCAAGAGCTTTAATp.Asp91_Arg92insGluCysSerLysSerPheAsnp.D91_R92insECSKSFNP17036protein_codingTCGA-AO-A0JB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
ZNF3SNVMissense_Mutationc.481G>Ap.Glu161Lysp.E161KP17036protein_codingtolerated(0.62)benign(0.13)TCGA-EK-A2IP-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ZNF3SNVMissense_Mutationrs199648870c.632N>Ap.Arg211Glnp.R211QP17036protein_codingtolerated(0.92)benign(0.109)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ZNF3SNVMissense_Mutationnovelc.496C>Tp.Pro166Serp.P166SP17036protein_codingtolerated(0.2)benign(0.081)TCGA-AA-3877-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ZNF3SNVMissense_Mutationc.1247G>Tp.Arg416Ilep.R416IP17036protein_codingdeleterious(0)benign(0.31)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ZNF3SNVMissense_Mutationnovelc.180C>Ap.Phe60Leup.F60LP17036protein_codingtolerated(0.43)benign(0.019)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
ZNF3SNVMissense_Mutationnovelc.1237C>Tp.Arg413Cysp.R413CP17036protein_codingdeleterious(0)probably_damaging(0.927)TCGA-F4-6570-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
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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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