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: ZNF584

Gene summary for ZNF584

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF584

Gene ID

201514

Gene namezinc finger protein 584
Gene AliasZNF584
Cytomap19q13.43
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

B4DQS1


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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
201514ZNF584LZE7THumanEsophagusESCC3.02e-051.87e-010.0667
201514ZNF584LZE24THumanEsophagusESCC1.55e-061.72e-010.0596
201514ZNF584P2T-EHumanEsophagusESCC3.79e-091.13e-010.1177
201514ZNF584P4T-EHumanEsophagusESCC9.95e-078.89e-020.1323
201514ZNF584P8T-EHumanEsophagusESCC6.31e-081.80e-010.0889
201514ZNF584P9T-EHumanEsophagusESCC3.38e-024.63e-020.1131
201514ZNF584P10T-EHumanEsophagusESCC3.16e-153.13e-010.116
201514ZNF584P11T-EHumanEsophagusESCC1.40e-102.39e-010.1426
201514ZNF584P12T-EHumanEsophagusESCC1.89e-081.38e-010.1122
201514ZNF584P15T-EHumanEsophagusESCC5.02e-047.85e-020.1149
201514ZNF584P16T-EHumanEsophagusESCC4.68e-137.54e-020.1153
201514ZNF584P20T-EHumanEsophagusESCC1.08e-038.13e-020.1124
201514ZNF584P21T-EHumanEsophagusESCC1.11e-051.27e-010.1617
201514ZNF584P22T-EHumanEsophagusESCC4.04e-101.35e-010.1236
201514ZNF584P23T-EHumanEsophagusESCC5.72e-102.64e-010.108
201514ZNF584P24T-EHumanEsophagusESCC1.03e-076.22e-020.1287
201514ZNF584P26T-EHumanEsophagusESCC1.44e-161.89e-010.1276
201514ZNF584P27T-EHumanEsophagusESCC2.41e-131.82e-010.1055
201514ZNF584P28T-EHumanEsophagusESCC8.72e-061.56e-010.1149
201514ZNF584P30T-EHumanEsophagusESCC2.06e-112.29e-010.137
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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
ZNF584insertionNonsense_Mutationnovelc.1231_1232insGTTCACACAGGCATAAAACCTTTTAAGTGTp.Glu411delinsGlySerHisArgHisLysThrPheTerValTerp.E411delinsGSHRHKTF*V*Q8IVC4protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
ZNF584insertionFrame_Shift_Insnovelc.587_588insGCCATTCTCCTGCCTAAGCCTCCCGAGTAGCTGGGACTACAGGTGCp.Phe196LeufsTer23p.F196Lfs*23Q8IVC4protein_codingTCGA-A8-A06O-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyletrozoleSD
ZNF584insertionIn_Frame_Insnovelc.222_223insCACCGTGTTAGCCAGGATAGTCTTGATCTCCTGACCp.Gln74_Ser75insHisArgValSerGlnAspSerLeuAspLeuLeuThrp.Q74_S75insHRVSQDSLDLLTQ8IVC4protein_codingTCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
ZNF584insertionNonsense_Mutationnovelc.855_856insTTGCGAACGTCTGGGTTTAAGTGATCTCCTp.Leu285_Ile286insLeuArgThrSerGlyPheLysTerSerProp.L285_I286insLRTSGFK*SPQ8IVC4protein_codingTCGA-B6-A0RG-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZNF584SNVMissense_Mutationnovelc.7G>Tp.Gly3Trpp.G3WQ8IVC4protein_codingdeleterious_low_confidence(0.01)possibly_damaging(0.825)TCGA-MA-AA3W-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZNF584SNVMissense_Mutationnovelc.278G>Ap.Arg93Lysp.R93KQ8IVC4protein_codingtolerated(0.97)benign(0)TCGA-VS-A8EJ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
ZNF584SNVMissense_Mutationc.766N>Ap.Ala256Thrp.A256TQ8IVC4protein_codingtolerated(0.27)benign(0.284)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ZNF584SNVMissense_Mutationc.926A>Gp.Tyr309Cysp.Y309CQ8IVC4protein_codingtolerated(0.12)probably_damaging(0.987)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
ZNF584SNVMissense_Mutationc.785G>Tp.Arg262Metp.R262MQ8IVC4protein_codingdeleterious(0)probably_damaging(0.992)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ZNF584SNVMissense_Mutationrs200181589c.1226N>Ap.Arg409Hisp.R409HQ8IVC4protein_codingdeleterious(0)benign(0)TCGA-CM-4743-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapycapecitabineSD
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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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