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: ZNF43

Gene summary for ZNF43

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF43

Gene ID

7594

Gene namezinc finger protein 43
Gene AliasHTF6
Cytomap19p12
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

A0A024R7P7


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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
7594ZNF43cirrhotic2HumanLiverCirrhotic8.28e-033.76e-020.0201
7594ZNF43HCC1HumanLiverHCC3.14e-043.12e+000.5336
7594ZNF43HCC2HumanLiverHCC1.43e-152.76e+000.5341
7594ZNF43male-WTAHumanThyroidPTC2.44e-081.29e-010.1037
7594ZNF43PTC01HumanThyroidPTC8.23e-061.94e-010.1899
7594ZNF43PTC04HumanThyroidPTC2.08e-091.13e-010.1927
7594ZNF43PTC05HumanThyroidPTC5.98e-248.42e-010.2065
7594ZNF43PTC06HumanThyroidPTC1.27e-134.03e-010.2057
7594ZNF43PTC07HumanThyroidPTC2.85e-143.35e-010.2044
7594ZNF43ATC13HumanThyroidATC1.88e-335.10e-010.34
7594ZNF43ATC4HumanThyroidATC4.77e-069.05e-020.34
7594ZNF43ATC5HumanThyroidATC8.78e-315.67e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:00510908EsophagusESCCregulation of DNA-binding transcription factor activity252/8552440/187235.22e-076.97e-06252
GO:0021762111EsophagusESCCsubstantia nigra development35/855244/187234.40e-064.69e-0535
GO:004885718EsophagusESCCneural nucleus development44/855264/187231.59e-041.05e-0344
GO:003090118EsophagusESCCmidbrain development58/855290/187232.52e-041.55e-0358
GO:00434332EsophagusESCCnegative regulation of DNA-binding transcription factor activity103/8552185/187233.86e-031.57e-02103
GO:002176222LiverHCCsubstantia nigra development33/795844/187231.21e-051.38e-0433
GO:003090121LiverHCCmidbrain development54/795890/187236.04e-043.79e-0354
GO:00510902LiverHCCregulation of DNA-binding transcription factor activity220/7958440/187238.04e-044.82e-03220
GO:004885722LiverHCCneural nucleus development38/795864/187234.78e-032.02e-0238
GO:0021762112ThyroidPTCsubstantia nigra development31/596844/187231.70e-073.19e-0631
GO:0030901111ThyroidPTCmidbrain development48/596890/187231.95e-051.99e-0448
GO:005109016ThyroidPTCregulation of DNA-binding transcription factor activity178/5968440/187237.63e-056.54e-04178
GO:0048857110ThyroidPTCneural nucleus development34/596864/187233.38e-042.33e-0334
GO:002176233ThyroidATCsubstantia nigra development32/629344/187231.28e-072.12e-0632
GO:003090133ThyroidATCmidbrain development51/629390/187235.79e-066.13e-0551
GO:005109022ThyroidATCregulation of DNA-binding transcription factor activity190/6293440/187231.49e-051.39e-04190
GO:004885732ThyroidATCneural nucleus development35/629364/187234.15e-042.50e-0335
GO:00434333ThyroidATCnegative regulation of DNA-binding transcription factor activity79/6293185/187235.96e-032.40e-0279
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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
ZNF43FIBCervixHSIL_HPVPCDHGA8,LCN6,MFSD14A, etc.5.36e-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.
ZNF43MYOFIBCervixN_HPVPCDHGA8,LCN6,MFSD14A, etc.4.50e-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.
ZNF43PILSkinADJSOX4,BHLHE41,ZNF91, etc.7.29e-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.
ZNF43PILSkincSCCSOX4,BHLHE41,ZNF91, etc.3.27e-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
ZNF43SNVMissense_Mutationrs144229123c.1406N>Tp.Gly469Valp.G469Vprotein_codingdeleterious(0)probably_damaging(0.999)TCGA-A2-A1FW-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
ZNF43SNVMissense_Mutationc.2407N>Cp.Asp803Hisp.D803Hprotein_codingdeleterious(0)possibly_damaging(0.471)TCGA-A8-A095-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
ZNF43SNVMissense_Mutationc.1453N>Tp.His485Tyrp.H485Yprotein_codingdeleterious(0.02)probably_damaging(0.916)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ZNF43SNVMissense_Mutationnovelc.137N>Gp.Tyr46Cysp.Y46Cprotein_codingdeleterious(0)probably_damaging(0.966)TCGA-AC-A3QP-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
ZNF43SNVMissense_Mutationrs750782917c.261N>Ap.Met87Ilep.M87Iprotein_codingtolerated(0.6)benign(0.094)TCGA-AR-A0TV-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZNF43SNVMissense_Mutationc.1714G>Cp.Glu572Glnp.E572Qprotein_codingdeleterious(0.01)probably_damaging(0.966)TCGA-B6-A0WX-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
ZNF43SNVMissense_Mutationrs768755727c.791A>Gp.Tyr264Cysp.Y264Cprotein_codingdeleterious(0)possibly_damaging(0.465)TCGA-C8-A27B-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
ZNF43SNVMissense_Mutationc.394N>Ap.Glu132Lysp.E132Kprotein_codingtolerated(0.15)benign(0)TCGA-C8-A8HP-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
ZNF43SNVMissense_Mutationc.2340N>Ap.Phe780Leup.F780Lprotein_codingdeleterious(0.01)possibly_damaging(0.908)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZNF43SNVMissense_Mutationc.2411N>Ap.Val804Glup.V804Eprotein_codingdeleterious(0.01)possibly_damaging(0.447)TCGA-E2-A1LH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
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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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