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: ZNF354A

Gene summary for ZNF354A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF354A

Gene ID

6940

Gene namezinc finger protein 354A
Gene AliasEZNF
Cytomap5q35.3
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

V9HWI2


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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
6940ZNF354ALZE4THumanEsophagusESCC1.37e-021.63e-010.0811
6940ZNF354ALZE24THumanEsophagusESCC3.13e-062.40e-010.0596
6940ZNF354AP2T-EHumanEsophagusESCC6.77e-193.61e-010.1177
6940ZNF354AP4T-EHumanEsophagusESCC1.54e-031.24e-010.1323
6940ZNF354AP5T-EHumanEsophagusESCC3.98e-122.72e-010.1327
6940ZNF354AP8T-EHumanEsophagusESCC3.59e-045.24e-020.0889
6940ZNF354AP9T-EHumanEsophagusESCC1.12e-038.19e-020.1131
6940ZNF354AP10T-EHumanEsophagusESCC3.94e-101.73e-010.116
6940ZNF354AP11T-EHumanEsophagusESCC4.51e-032.18e-010.1426
6940ZNF354AP12T-EHumanEsophagusESCC5.11e-193.88e-010.1122
6940ZNF354AP15T-EHumanEsophagusESCC5.51e-102.17e-010.1149
6940ZNF354AP16T-EHumanEsophagusESCC1.89e-132.31e-010.1153
6940ZNF354AP19T-EHumanEsophagusESCC9.27e-032.31e-010.1662
6940ZNF354AP20T-EHumanEsophagusESCC3.32e-061.95e-010.1124
6940ZNF354AP21T-EHumanEsophagusESCC1.79e-071.12e-010.1617
6940ZNF354AP22T-EHumanEsophagusESCC6.44e-162.49e-010.1236
6940ZNF354AP23T-EHumanEsophagusESCC2.24e-052.09e-010.108
6940ZNF354AP24T-EHumanEsophagusESCC4.69e-081.69e-010.1287
6940ZNF354AP26T-EHumanEsophagusESCC4.88e-111.40e-010.1276
6940ZNF354AP27T-EHumanEsophagusESCC1.50e-101.56e-010.1055
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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
ZNF354AGCEsophagusADJBAX,IFI30,EPM2AIP1, etc.3.22e-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.
ZNF354AGCEsophagusESCCBAX,IFI30,EPM2AIP1, etc.3.11e-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.
ZNF354ALYMENDEsophagusADJSLC24A2,TTC13,R3HCC1L, etc.9.77e-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.
ZNF354ALYMENDEsophagusESCCSLC24A2,TTC13,R3HCC1L, etc.1.21e-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.
ZNF354ATREGLiverCirrhoticCHI3L2,AQP3,TTC28, etc.4.49e-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.
ZNF354ACD8TCMLiverHCCCHI3L2,AQP3,TTC28, etc.4.11e-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.
ZNF354ANKLiverHealthyCHI3L2,AQP3,TTC28, etc.7.75e-03The 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
ZNF354ASNVMissense_Mutationc.1408N>Tp.Val470Leup.V470LO60765protein_codingtolerated(0.11)probably_damaging(0.992)TCGA-E9-A1N3-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilCR
ZNF354ASNVMissense_Mutationc.143N>Cp.Arg48Thrp.R48TO60765protein_codingtolerated(0.53)benign(0)TCGA-E9-A1RF-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenSD
ZNF354ASNVMissense_Mutationrs141789608c.443C>Tp.Thr148Ilep.T148IO60765protein_codingtolerated(0.12)benign(0.007)TCGA-GM-A3XN-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapypaclitaxelCR
ZNF354AinsertionIn_Frame_Insnovelc.1023_1024insCCAGGAGAGCCCp.Leu341_Ser342insProGlyGluProp.L341_S342insPGEPO60765protein_codingTCGA-AO-A03R-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ZNF354AinsertionFrame_Shift_Insnovelc.1022_1023insGCTGCAGp.Ser342LeufsTer11p.S342Lfs*11O60765protein_codingTCGA-AO-A03R-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ZNF354ASNVMissense_Mutationnovelc.1772N>Tp.Ser591Leup.S591LO60765protein_codingdeleterious(0)probably_damaging(0.977)TCGA-C5-A8XJ-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinSD
ZNF354ASNVMissense_Mutationc.1371N>Cp.Glu457Aspp.E457DO60765protein_codingdeleterious(0)benign(0.389)TCGA-AA-3666-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownPD
ZNF354ASNVMissense_Mutationnovelc.264G>Cp.Lys88Asnp.K88NO60765protein_codingtolerated(0.11)benign(0.001)TCGA-AA-3697-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ZNF354ASNVMissense_Mutationc.1487G>Ap.Cys496Tyrp.C496YO60765protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ZNF354ASNVMissense_Mutationc.1305N>Tp.Glu435Aspp.E435DO60765protein_codingdeleterious(0)probably_damaging(0.949)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
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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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