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: ZNF251

Gene summary for ZNF251

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF251

Gene ID

90987

Gene namezinc finger protein 251
Gene AliasZNF251
Cytomap8q24.3
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q9BRH9


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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
90987ZNF251LZE20THumanEsophagusESCC9.24e-038.35e-020.0662
90987ZNF251LZE24THumanEsophagusESCC2.71e-102.49e-010.0596
90987ZNF251P2T-EHumanEsophagusESCC6.03e-101.42e-010.1177
90987ZNF251P4T-EHumanEsophagusESCC1.55e-051.14e-010.1323
90987ZNF251P5T-EHumanEsophagusESCC3.13e-021.10e-010.1327
90987ZNF251P8T-EHumanEsophagusESCC9.03e-101.37e-010.0889
90987ZNF251P9T-EHumanEsophagusESCC3.06e-049.97e-020.1131
90987ZNF251P10T-EHumanEsophagusESCC1.74e-091.20e-010.116
90987ZNF251P11T-EHumanEsophagusESCC1.96e-052.58e-010.1426
90987ZNF251P12T-EHumanEsophagusESCC1.25e-141.71e-010.1122
90987ZNF251P15T-EHumanEsophagusESCC5.31e-051.10e-010.1149
90987ZNF251P16T-EHumanEsophagusESCC7.72e-092.46e-010.1153
90987ZNF251P20T-EHumanEsophagusESCC3.50e-092.20e-010.1124
90987ZNF251P21T-EHumanEsophagusESCC2.53e-078.79e-020.1617
90987ZNF251P22T-EHumanEsophagusESCC3.29e-046.65e-020.1236
90987ZNF251P23T-EHumanEsophagusESCC1.14e-092.27e-010.108
90987ZNF251P24T-EHumanEsophagusESCC2.38e-055.64e-020.1287
90987ZNF251P26T-EHumanEsophagusESCC2.57e-386.25e-010.1276
90987ZNF251P27T-EHumanEsophagusESCC5.65e-091.21e-010.1055
90987ZNF251P28T-EHumanEsophagusESCC4.35e-071.58e-010.1149
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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
ZNF251PLAEndometriumHealthySPATS2L,PHKA2,RAB7A, etc.2.58e-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
ZNF251SNVMissense_Mutationnovelc.1342C>Gp.Leu448Valp.L448VQ9BRH9protein_codingtolerated(0.07)possibly_damaging(0.659)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
ZNF251SNVMissense_Mutationc.793N>Cp.Phe265Leup.F265LQ9BRH9protein_codingdeleterious(0.01)possibly_damaging(0.684)TCGA-A2-A0SW-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyarimidexPD
ZNF251SNVMissense_Mutationc.1682N>Tp.Thr561Ilep.T561IQ9BRH9protein_codingdeleterious(0.03)benign(0.443)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZNF251SNVMissense_Mutationrs750904460c.476N>Gp.Asn159Serp.N159SQ9BRH9protein_codingtolerated(0.74)benign(0)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZNF251SNVMissense_Mutationc.1666N>Ap.Arg556Serp.R556SQ9BRH9protein_codingdeleterious(0)benign(0.005)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ZNF251SNVMissense_Mutationc.464T>Cp.Leu155Serp.L155SQ9BRH9protein_codingtolerated(0.22)benign(0.017)TCGA-E9-A295-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
ZNF251SNVMissense_Mutationrs376486971c.1231N>Ap.Gly411Serp.G411SQ9BRH9protein_codingdeleterious(0)possibly_damaging(0.837)TCGA-EW-A1PH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
ZNF251SNVMissense_Mutationnovelc.574N>Gp.Leu192Valp.L192VQ9BRH9protein_codingtolerated(0.5)benign(0.099)TCGA-LL-A73Y-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
ZNF251insertionFrame_Shift_Insnovelc.1788_1789insATAGTTCTp.Gln597IlefsTer21p.Q597Ifs*21Q9BRH9protein_codingTCGA-A2-A0EY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ZNF251insertionNonsense_Mutationnovelc.1664_1665insTAGGATGTACTTGGGAAGGAAGGAAGAGAGGTGAAGp.Arg556_Trp557insMetTyrLeuGlyArgLysGluGluArgTerArgArgp.R556_W557insMYLGRKEER*RRQ9BRH9protein_codingTCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
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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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