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: ZNF707

Gene summary for ZNF707

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF707

Gene ID

286075

Gene namezinc finger protein 707
Gene AliasZNF707
Cytomap8q24.3
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q96C28


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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
286075ZNF707LZE24THumanEsophagusESCC2.83e-061.76e-010.0596
286075ZNF707P2T-EHumanEsophagusESCC8.71e-051.25e-010.1177
286075ZNF707P4T-EHumanEsophagusESCC4.19e-071.81e-010.1323
286075ZNF707P10T-EHumanEsophagusESCC1.56e-021.03e-010.116
286075ZNF707P12T-EHumanEsophagusESCC1.06e-051.88e-010.1122
286075ZNF707P15T-EHumanEsophagusESCC3.16e-041.09e-010.1149
286075ZNF707P16T-EHumanEsophagusESCC7.86e-082.22e-010.1153
286075ZNF707P23T-EHumanEsophagusESCC1.23e-041.69e-010.108
286075ZNF707P26T-EHumanEsophagusESCC3.22e-071.42e-010.1276
286075ZNF707P27T-EHumanEsophagusESCC5.27e-041.26e-010.1055
286075ZNF707P28T-EHumanEsophagusESCC2.83e-122.40e-010.1149
286075ZNF707P30T-EHumanEsophagusESCC1.69e-052.27e-010.137
286075ZNF707P31T-EHumanEsophagusESCC2.61e-021.20e-010.1251
286075ZNF707P36T-EHumanEsophagusESCC1.17e-021.47e-010.1187
286075ZNF707P49T-EHumanEsophagusESCC2.32e-075.17e-010.1768
286075ZNF707P52T-EHumanEsophagusESCC1.65e-051.46e-010.1555
286075ZNF707P54T-EHumanEsophagusESCC2.83e-101.96e-010.0975
286075ZNF707P62T-EHumanEsophagusESCC1.34e-062.02e-010.1302
286075ZNF707P65T-EHumanEsophagusESCC4.01e-021.09e-010.0978
286075ZNF707P74T-EHumanEsophagusESCC5.65e-041.68e-010.1479
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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
∗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
ZNF707SNVMissense_Mutationc.181N>Ap.Glu61Lysp.E61KQ96C28protein_codingdeleterious(0.01)benign(0.14)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
ZNF707SNVMissense_Mutationc.491N>Cp.Arg164Thrp.R164TQ96C28protein_codingtolerated(0.6)benign(0.021)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
ZNF707SNVMissense_Mutationrs782357335c.703N>Ap.Glu235Lysp.E235KQ96C28protein_codingtolerated(0.27)possibly_damaging(0.472)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
ZNF707SNVMissense_Mutationrs782362747c.514N>Ap.Val172Ilep.V172IQ96C28protein_codingtolerated(0.14)benign(0.007)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
ZNF707SNVMissense_Mutationrs782634200c.680N>Tp.Thr227Metp.T227MQ96C28protein_codingdeleterious(0)probably_damaging(0.957)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ZNF707SNVMissense_Mutationc.943N>Tp.Pro315Serp.P315SQ96C28protein_codingdeleterious(0.01)probably_damaging(0.991)TCGA-DM-A1DA-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
ZNF707SNVMissense_Mutationc.718N>Ap.Ala240Thrp.A240TQ96C28protein_codingdeleterious(0)possibly_damaging(0.587)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ZNF707SNVMissense_Mutationc.89N>Tp.Arg30Metp.R30MQ96C28protein_codingdeleterious(0)benign(0.184)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
ZNF707SNVMissense_Mutationnovelc.749A>Gp.His250Argp.H250RQ96C28protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ZNF707SNVMissense_Mutationnovelc.419G>Tp.Arg140Metp.R140MQ96C28protein_codingtolerated(0.12)possibly_damaging(0.615)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<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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