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: ZNF205

Gene summary for ZNF205

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF205

Gene ID

7755

Gene namezinc finger protein 205
Gene AliasRhitH
Cytomap16p13.3
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

O95201


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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
7755ZNF205LZE22THumanEsophagusESCC9.85e-043.58e-010.068
7755ZNF205LZE24THumanEsophagusESCC8.13e-133.56e-010.0596
7755ZNF205LZE21THumanEsophagusESCC3.76e-022.49e-010.0655
7755ZNF205P1T-EHumanEsophagusESCC1.18e-042.73e-010.0875
7755ZNF205P2T-EHumanEsophagusESCC4.90e-354.85e-010.1177
7755ZNF205P4T-EHumanEsophagusESCC3.14e-081.59e-010.1323
7755ZNF205P5T-EHumanEsophagusESCC8.57e-101.86e-010.1327
7755ZNF205P8T-EHumanEsophagusESCC3.27e-182.48e-010.0889
7755ZNF205P9T-EHumanEsophagusESCC2.21e-031.03e-010.1131
7755ZNF205P10T-EHumanEsophagusESCC2.33e-111.47e-010.116
7755ZNF205P11T-EHumanEsophagusESCC1.50e-175.10e-010.1426
7755ZNF205P12T-EHumanEsophagusESCC6.02e-284.87e-010.1122
7755ZNF205P15T-EHumanEsophagusESCC2.34e-193.66e-010.1149
7755ZNF205P16T-EHumanEsophagusESCC2.80e-161.90e-010.1153
7755ZNF205P17T-EHumanEsophagusESCC1.75e-094.10e-010.1278
7755ZNF205P19T-EHumanEsophagusESCC3.51e-023.09e-010.1662
7755ZNF205P20T-EHumanEsophagusESCC1.27e-082.51e-010.1124
7755ZNF205P21T-EHumanEsophagusESCC7.47e-193.54e-010.1617
7755ZNF205P22T-EHumanEsophagusESCC1.68e-122.52e-010.1236
7755ZNF205P23T-EHumanEsophagusESCC3.39e-153.58e-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
∗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:0006839110EsophagusESCCmitochondrial transport187/8552254/187238.35e-209.81e-18187
GO:000700619EsophagusESCCmitochondrial membrane organization93/8552116/187232.16e-141.11e-1293
GO:0010821110EsophagusESCCregulation of mitochondrion organization107/8552144/187232.31e-129.41e-11107
GO:0008637110EsophagusESCCapoptotic mitochondrial changes83/8552107/187231.43e-115.08e-1083
GO:001082215EsophagusESCCpositive regulation of mitochondrion organization58/855274/187238.55e-091.73e-0758
GO:004690217EsophagusESCCregulation of mitochondrial membrane permeability49/855263/187231.91e-072.97e-0649
GO:00905599EsophagusESCCregulation of membrane permeability58/855278/187232.38e-073.61e-0658
GO:00357948EsophagusESCCpositive regulation of mitochondrial membrane permeability36/855243/187232.90e-074.20e-0636
GO:009734510EsophagusESCCmitochondrial outer membrane permeabilization28/855232/187231.02e-061.29e-0528
GO:190268614EsophagusESCCmitochondrial outer membrane permeabilization involved in programmed cell death33/855240/187231.80e-062.11e-0533
GO:200037718EsophagusESCCregulation of reactive oxygen species metabolic process100/8552157/187233.87e-064.17e-05100
GO:19021108EsophagusESCCpositive regulation of mitochondrial membrane permeability involved in apoptotic process31/855238/187235.93e-066.10e-0531
GO:19057108EsophagusESCCpositive regulation of membrane permeability37/855248/187238.99e-068.65e-0537
GO:19010289EsophagusESCCregulation of mitochondrial outer membrane permeabilization involved in apoptotic signaling pathway19/855221/187232.28e-051.96e-0419
GO:19021086EsophagusESCCregulation of mitochondrial membrane permeability involved in apoptotic process34/855245/187234.37e-053.49e-0434
GO:19010304EsophagusESCCpositive regulation of mitochondrial outer membrane permeabilization involved in apoptotic signaling pathway11/855211/187231.80e-041.16e-0311
GO:007259318EsophagusESCCreactive oxygen species metabolic process137/8552239/187231.82e-041.16e-03137
GO:00103101EsophagusESCCregulation of hydrogen peroxide metabolic process16/855222/187239.46e-033.28e-0216
GO:200037918EsophagusESCCpositive regulation of reactive oxygen species metabolic process45/855276/187231.21e-024.04e-0245
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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
ZNF205GCEsophagusESCCATXN2L,KIAA0391,BCAP31, etc.2.95e-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.
ZNF205CD8TEXINTSkinAKCCL13,LRG1,HS3ST1, etc.1.23e-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.
ZNF205CD8TCMSkinAKCCL13,LRG1,HS3ST1, 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.
∗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
ZNF205SNVMissense_Mutationc.1402N>Tp.Arg468Cysp.R468CO95201protein_codingdeleterious(0.03)probably_damaging(0.998)TCGA-A8-A07W-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyexemestaneSD
ZNF205SNVMissense_Mutationnovelc.1256N>Ap.Pro419Glnp.P419QO95201protein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZNF205SNVMissense_Mutationnovelc.698C>Tp.Pro233Leup.P233LO95201protein_codingtolerated(0.17)benign(0)TCGA-B6-A402-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamidePD
ZNF205SNVMissense_Mutationnovelc.966N>Gp.His322Glnp.H322QO95201protein_codingtolerated(0.11)possibly_damaging(0.489)TCGA-EW-A3U0-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycisplatinCR
ZNF205insertionFrame_Shift_Insnovelc.927_928insGAGAAAGCTCTCTTCCp.Cys310GlufsTer36p.C310Efs*36O95201protein_codingTCGA-AN-A04C-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZNF205SNVMissense_Mutationc.330G>Cp.Gln110Hisp.Q110HO95201protein_codingtolerated(0.08)possibly_damaging(0.459)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ZNF205SNVMissense_Mutationnovelc.1592A>Gp.Lys531Argp.K531RO95201protein_codingtolerated(0.08)possibly_damaging(0.681)TCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ZNF205SNVMissense_Mutationrs770380526c.341C>Tp.Ala114Valp.A114VO95201protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AA-3509-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ZNF205SNVMissense_Mutationrs746491530c.1394N>Tp.Ala465Valp.A465VO95201protein_codingdeleterious(0.01)possibly_damaging(0.518)TCGA-AA-3519-01Colorectumcolon adenocarcinomaMale<65III/IVUnknownUnknownSD
ZNF205SNVMissense_Mutationc.236N>Ap.Gly79Aspp.G79DO95201protein_codingdeleterious(0.04)benign(0.36)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
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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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