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: ZNF282

Gene summary for ZNF282

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF282

Gene ID

8427

Gene namezinc finger protein 282
Gene AliasHUB1
Cytomap7q36.1
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q86YG2


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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
8427ZNF282LZE7THumanEsophagusESCC5.16e-052.66e-010.0667
8427ZNF282LZE20THumanEsophagusESCC2.50e-027.87e-020.0662
8427ZNF282LZE24THumanEsophagusESCC2.18e-041.26e-010.0596
8427ZNF282P2T-EHumanEsophagusESCC1.07e-045.07e-020.1177
8427ZNF282P5T-EHumanEsophagusESCC4.07e-081.85e-010.1327
8427ZNF282P8T-EHumanEsophagusESCC3.33e-071.59e-010.0889
8427ZNF282P9T-EHumanEsophagusESCC2.43e-051.17e-010.1131
8427ZNF282P10T-EHumanEsophagusESCC1.66e-111.67e-010.116
8427ZNF282P11T-EHumanEsophagusESCC3.11e-029.49e-020.1426
8427ZNF282P12T-EHumanEsophagusESCC1.19e-092.05e-010.1122
8427ZNF282P15T-EHumanEsophagusESCC3.99e-142.94e-010.1149
8427ZNF282P16T-EHumanEsophagusESCC6.44e-037.61e-020.1153
8427ZNF282P19T-EHumanEsophagusESCC1.36e-021.98e-010.1662
8427ZNF282P20T-EHumanEsophagusESCC2.04e-025.59e-020.1124
8427ZNF282P21T-EHumanEsophagusESCC1.08e-071.65e-010.1617
8427ZNF282P22T-EHumanEsophagusESCC8.56e-039.26e-020.1236
8427ZNF282P26T-EHumanEsophagusESCC5.06e-061.24e-010.1276
8427ZNF282P27T-EHumanEsophagusESCC2.93e-031.23e-010.1055
8427ZNF282P28T-EHumanEsophagusESCC5.34e-193.59e-010.1149
8427ZNF282P30T-EHumanEsophagusESCC2.93e-063.04e-010.137
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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
∗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
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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
ZNF282M2MACBreastDCISVDR,CD80,NSF, etc.0.00e+00The 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.
ZNF282MONBreastDCISVDR,CD80,NSF, etc.0.00e+00The 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.
ZNF282MASTBreastPrecancerVDR,CD80,NSF, etc.2.25e-02The 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.
ZNF282CD8TEXBreastPrecancerVDR,CD80,NSF, etc.0.00e+00The 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.
ZNF282CD4TNBreastPrecancerVDR,CD80,NSF, etc.0.00e+00The 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.
ZNF282GCBreastPrecancerVDR,CD80,NSF, etc.0.00e+00The 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.
ZNF282pDCBreastPrecancerVDR,CD80,NSF, etc.0.00e+00The 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.
ZNF282TRANSEsophagusESCCCFLAR,CSGALNACT1,TPRA1, etc.1.01e-01The 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.
ZNF282MYOFIBEsophagusHealthyMIR155HG,MESP1,WASF1, etc.1.10e-02The 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.
ZNF282AT1LungAAHSMCR8,DGKG,ZNF551, etc.3.72e-02The 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.
∗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
ZNF282SNVMissense_Mutationnovelc.1896C>Gp.Cys632Trpp.C632WQ9UDV7protein_codingdeleterious(0)probably_damaging(1)TCGA-A8-A08T-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
ZNF282SNVMissense_Mutationc.965N>Tp.Ser322Phep.S322FQ9UDV7protein_codingdeleterious(0)possibly_damaging(0.641)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ZNF282SNVMissense_Mutationc.421N>Ap.Val141Metp.V141MQ9UDV7protein_codingtolerated(0.33)possibly_damaging(0.636)TCGA-AR-A1AI-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanPD
ZNF282SNVMissense_Mutationc.1846N>Gp.Asn616Aspp.N616DQ9UDV7protein_codingtolerated(0.39)benign(0.015)TCGA-BH-A0HA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZNF282SNVMissense_Mutationrs374922258c.457G>Ap.Val153Metp.V153MQ9UDV7protein_codingdeleterious(0.04)benign(0.266)TCGA-BH-A203-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ZNF282insertionNonsense_Mutationnovelc.691_692insGATTGCAAACTGAAATCGGCTTTCTGTAp.Tyr231Terp.Y231*Q9UDV7protein_codingTCGA-A2-A0D1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
ZNF282insertionFrame_Shift_Insnovelc.1895_1896insTGATTp.Gly633AspfsTer59p.G633Dfs*59Q9UDV7protein_codingTCGA-A8-A08T-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
ZNF282insertionFrame_Shift_Insnovelc.492_493insATGGAGGAATGGGTGCTTTTGATGGAAACACp.Gln165MetfsTer70p.Q165Mfs*70Q9UDV7protein_codingTCGA-B6-A0IK-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
ZNF282insertionNonsense_Mutationnovelc.986_987insAGCTCCACAAACCTCATCCCCCCCTTAGTCAp.Ile330AlafsTer9p.I330Afs*9Q9UDV7protein_codingTCGA-E9-A1NI-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
ZNF282insertionFrame_Shift_Insnovelc.1643_1644insGCAGTTGAAGCTCTTCTp.Cys548TrpfsTer25p.C548Wfs*25Q9UDV7protein_codingTCGA-DS-A1OA-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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