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: ZNF692

Gene summary for ZNF692

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF692

Gene ID

55657

Gene namezinc finger protein 692
Gene AliasAREBP
Cytomap1q44
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q9BU19


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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
55657ZNF692LZE7THumanEsophagusESCC2.96e-114.52e-010.0667
55657ZNF692LZE8THumanEsophagusESCC2.65e-021.83e-010.067
55657ZNF692LZE24THumanEsophagusESCC5.69e-122.85e-010.0596
55657ZNF692P1T-EHumanEsophagusESCC9.27e-114.56e-010.0875
55657ZNF692P2T-EHumanEsophagusESCC1.53e-193.25e-010.1177
55657ZNF692P4T-EHumanEsophagusESCC4.00e-071.64e-010.1323
55657ZNF692P5T-EHumanEsophagusESCC1.28e-192.92e-010.1327
55657ZNF692P8T-EHumanEsophagusESCC1.31e-112.04e-010.0889
55657ZNF692P9T-EHumanEsophagusESCC1.75e-092.20e-010.1131
55657ZNF692P10T-EHumanEsophagusESCC2.37e-162.65e-010.116
55657ZNF692P11T-EHumanEsophagusESCC1.38e-062.55e-010.1426
55657ZNF692P12T-EHumanEsophagusESCC5.77e-223.76e-010.1122
55657ZNF692P15T-EHumanEsophagusESCC2.77e-102.56e-010.1149
55657ZNF692P16T-EHumanEsophagusESCC6.68e-223.45e-010.1153
55657ZNF692P20T-EHumanEsophagusESCC1.14e-082.29e-010.1124
55657ZNF692P21T-EHumanEsophagusESCC3.34e-132.40e-010.1617
55657ZNF692P22T-EHumanEsophagusESCC1.53e-122.26e-010.1236
55657ZNF692P23T-EHumanEsophagusESCC1.44e-122.91e-010.108
55657ZNF692P24T-EHumanEsophagusESCC8.05e-041.14e-010.1287
55657ZNF692P26T-EHumanEsophagusESCC7.44e-172.70e-010.1276
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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:00059969EsophagusESCCmonosaccharide metabolic process159/8552257/187231.11e-071.81e-06159
GO:00193189EsophagusESCChexose metabolic process147/8552237/187232.63e-073.94e-06147
GO:00060069EsophagusESCCglucose metabolic process119/8552196/187231.51e-051.36e-04119
GO:00442626EsophagusESCCcellular carbohydrate metabolic process160/8552283/187231.43e-049.66e-04160
GO:00160514EsophagusESCCcarbohydrate biosynthetic process117/8552202/187232.96e-041.79e-03117
GO:00620129EsophagusESCCregulation of small molecule metabolic process184/8552334/187233.11e-041.85e-03184
GO:00463643EsophagusESCCmonosaccharide biosynthetic process52/855282/187239.03e-044.61e-0352
GO:00109065EsophagusESCCregulation of glucose metabolic process71/8552119/187231.46e-036.92e-0371
GO:00193193EsophagusESCChexose biosynthetic process49/855278/187231.69e-037.81e-0349
GO:00061096EsophagusESCCregulation of carbohydrate metabolic process101/8552178/187231.89e-038.52e-03101
GO:00106755EsophagusESCCregulation of cellular carbohydrate metabolic process83/8552146/187234.24e-031.69e-0283
GO:00060943EsophagusESCCgluconeogenesis46/855275/187234.54e-031.78e-0246
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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
ZNF692PERIBreastDCISRPUSD1,PTGER3,CCBE1, etc.5.57e-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
ZNF692SNVMissense_Mutationc.553N>Ap.Pro185Thrp.P185TQ9BU19protein_codingtolerated(0.4)benign(0.04)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZNF692SNVMissense_Mutationnovelc.1535N>Gp.Ser512Cysp.S512CQ9BU19protein_codingdeleterious(0.04)benign(0.219)TCGA-AC-A3BB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanCR
ZNF692SNVMissense_Mutationc.277N>Tp.His93Tyrp.H93YQ9BU19protein_codingdeleterious(0)possibly_damaging(0.865)TCGA-AN-A0XW-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
ZNF692SNVMissense_Mutationc.258N>Tp.Gln86Hisp.Q86HQ9BU19protein_codingtolerated(0.06)possibly_damaging(0.867)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
ZNF692SNVMissense_Mutationc.619N>Ap.Glu207Lysp.E207KQ9BU19protein_codingtolerated(0.14)probably_damaging(0.968)TCGA-EW-A1J2-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
ZNF692SNVMissense_Mutationnovelc.1015N>Ap.Gly339Serp.G339SQ9BU19protein_codingdeleterious(0)probably_damaging(1)TCGA-LD-A74U-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapytaxotereSD
ZNF692insertionIn_Frame_Insnovelc.133_134insATATCTCTGGAAp.Leu45delinsHisIleSerGlyIlep.L45delinsHISGIQ9BU19protein_codingTCGA-A2-A0EX-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ZNF692insertionIn_Frame_Insnovelc.296_297insTCCCACp.Cys99_Ser100insProThrp.C99_S100insPTQ9BU19protein_codingTCGA-B6-A0IE-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
ZNF692insertionNonsense_Mutationnovelc.295_296insTCCTTCTCTTTTGACTTTGCCTp.Cys99PhefsTer5p.C99Ffs*5Q9BU19protein_codingTCGA-B6-A0IE-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
ZNF692SNVMissense_Mutationrs758599570c.446G>Ap.Arg149Glnp.R149QQ9BU19protein_codingtolerated(0.47)benign(0)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
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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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