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: ZNF587

Gene summary for ZNF587

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF587

Gene ID

84914

Gene namezinc finger protein 587
Gene AliasZF6
Cytomap19q13.43
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q96SQ5


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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
84914ZNF587HCC1_MengHumanLiverHCC3.02e-236.84e-030.0246
84914ZNF587HCC2_MengHumanLiverHCC1.82e-129.27e-020.0107
84914ZNF587HCC1HumanLiverHCC5.77e-042.77e+000.5336
84914ZNF587HCC2HumanLiverHCC2.54e-041.54e+000.5341
84914ZNF587HCC5HumanLiverHCC2.16e-062.05e+000.4932
84914ZNF587S028HumanLiverHCC3.21e-032.45e-010.2503
84914ZNF587male-WTAHumanThyroidPTC8.59e-067.59e-020.1037
84914ZNF587PTC01HumanThyroidPTC1.44e-037.92e-020.1899
84914ZNF587PTC03HumanThyroidPTC1.79e-021.28e-010.1784
84914ZNF587PTC04HumanThyroidPTC5.69e-162.24e-010.1927
84914ZNF587PTC05HumanThyroidPTC1.99e-092.99e-010.2065
84914ZNF587PTC06HumanThyroidPTC2.51e-214.17e-010.2057
84914ZNF587PTC07HumanThyroidPTC4.27e-102.19e-010.2044
84914ZNF587ATC11HumanThyroidATC7.49e-032.26e-010.3386
84914ZNF587ATC12HumanThyroidATC1.11e-071.84e-010.34
84914ZNF587ATC13HumanThyroidATC2.99e-143.44e-010.34
84914ZNF587ATC1HumanThyroidATC4.70e-021.10e-010.2878
84914ZNF587ATC2HumanThyroidATC2.02e-161.04e+000.34
84914ZNF587ATC3HumanThyroidATC6.22e-031.84e-010.338
84914ZNF587ATC4HumanThyroidATC8.48e-132.56e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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
ZNF587MYOFIBColorectumADMLPH,MUC4,SYTL2, etc.1.16e-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.
ZNF587PERIColorectumADJMLPH,MUC4,SYTL2, etc.5.68e-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.
ZNF587CFIBColorectumCRCMLPH,MUC4,SYTL2, etc.5.31e-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.
ZNF587PCVColorectumCRCMLPH,MUC4,SYTL2, 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.
ZNF587PERIColorectumHealthyMLPH,MUC4,SYTL2, etc.4.88e-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.
ZNF587PERIColorectumMSI-HMLPH,MUC4,SYTL2, etc.4.37e-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.
∗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
ZNF587SNVMissense_Mutationrs369121362c.481N>Tp.Arg161Cysp.R161CQ96SQ5protein_codingtolerated(1)benign(0)TCGA-A2-A3Y0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
ZNF587SNVMissense_Mutationrs549141100c.1199N>Ap.Arg400Glnp.R400QQ96SQ5protein_codingdeleterious(0.02)possibly_damaging(0.729)TCGA-AN-A0FZ-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
ZNF587SNVMissense_Mutationrs755988325c.1084N>Tp.Arg362Cysp.R362CQ96SQ5protein_codingtolerated(0.07)benign(0.285)TCGA-AO-A0JE-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
ZNF587SNVMissense_Mutationrs552665720c.1598C>Gp.Ser533Cysp.S533CQ96SQ5protein_codingdeleterious(0.03)possibly_damaging(0.907)TCGA-B6-A0IK-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
ZNF587SNVMissense_Mutationrs754280571c.577N>Cp.Glu193Glnp.E193QQ96SQ5protein_codingdeleterious(0.02)benign(0.015)TCGA-C8-A12T-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZNF587SNVMissense_Mutationc.1295G>Cp.Gly432Alap.G432AQ96SQ5protein_codingtolerated(0.05)possibly_damaging(0.906)TCGA-C8-A27B-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
ZNF587SNVMissense_Mutationrs779562247c.1085N>Ap.Arg362Hisp.R362HQ96SQ5protein_codingtolerated(0.19)benign(0)TCGA-D8-A146-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZNF587SNVMissense_Mutationc.1511G>Tp.Ser504Ilep.S504IQ96SQ5protein_codingtolerated(0.07)benign(0.227)TCGA-D8-A1JK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZNF587insertionFrame_Shift_Insnovelc.449_450insTATTTp.Lys150AsnfsTer3p.K150Nfs*3Q96SQ5protein_codingTCGA-AO-A0JD-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
ZNF587insertionIn_Frame_Insnovelc.449_450insTATTTGCAGp.Lys150delinsAsnIleCysArgp.K150delinsNICRQ96SQ5protein_codingTCGA-AR-A0U0-01Breastbreast invasive 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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