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:00107209Oral cavityOSCCpositive regulation of cell development159/7305298/187233.06e-074.66e-06159
GO:00987277Oral cavityOSCCmaintenance of cell number81/7305134/187233.96e-075.90e-0681
GO:00198276Oral cavityOSCCstem cell population maintenance79/7305131/187236.28e-078.96e-0679
GO:19022297Oral cavityOSCCregulation of intrinsic apoptotic signaling pathway in response to DNA damage28/730536/187232.45e-063.08e-0528
GO:00507696Oral cavityOSCCpositive regulation of neurogenesis120/7305225/187238.45e-069.02e-05120
GO:20010227Oral cavityOSCCpositive regulation of response to DNA damage stimulus63/7305105/187231.05e-051.11e-0463
GO:19022303Oral cavityOSCCnegative regulation of intrinsic apoptotic signaling pathway in response to DNA damage23/730529/187231.13e-051.16e-0423
GO:003033018Oral cavityOSCCDNA damage response, signal transduction by p53 class mediator46/730572/187231.66e-051.64e-0446
GO:00327843Oral cavityOSCCregulation of DNA-templated transcription, elongation36/730553/187231.89e-051.83e-0436
GO:00454448Oral cavityOSCCfat cell differentiation120/7305229/187232.48e-052.32e-04120
GO:00507679Oral cavityOSCCregulation of neurogenesis179/7305364/187234.49e-053.84e-04179
GO:190225318Oral cavityOSCCregulation of intrinsic apoptotic signaling pathway by p53 class mediator22/730529/187236.05e-054.95e-0422
GO:00455983Oral cavityOSCCregulation of fat cell differentiation77/7305139/187236.36e-055.18e-0477
GO:20010213Oral cavityOSCCnegative regulation of response to DNA damage stimulus49/730581/187237.27e-055.72e-0449
GO:19021659Oral cavityOSCCregulation of intrinsic apoptotic signaling pathway in response to DNA damage by p53 class mediator14/730516/187239.15e-056.93e-0414
GO:00456006Oral cavityOSCCpositive regulation of fat cell differentiation41/730566/187231.20e-048.60e-0441
GO:00519624Oral cavityOSCCpositive regulation of nervous system development135/7305272/187232.20e-041.44e-03135
GO:00400294Oral cavityOSCCregulation of gene expression, epigenetic59/7305105/187232.62e-041.68e-0359
GO:19021663Oral cavityOSCCnegative regulation of intrinsic apoptotic signaling pathway in response to DNA damage by p53 class mediator12/730514/187234.62e-042.76e-0312
GO:00064797Oral cavityOSCCprotein methylation92/7305181/187237.86e-044.26e-0392
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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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