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: ZNF574

Gene summary for ZNF574

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF574

Gene ID

64763

Gene namezinc finger protein 574
Gene AliasFP972
Cytomap19q13.2
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

A0A0C4DFM2


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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
64763ZNF574LZE4THumanEsophagusESCC5.53e-041.76e-010.0811
64763ZNF574LZE7THumanEsophagusESCC2.88e-021.64e-010.0667
64763ZNF574LZE8THumanEsophagusESCC4.06e-051.26e-010.067
64763ZNF574LZE24THumanEsophagusESCC3.77e-113.53e-010.0596
64763ZNF574LZE21THumanEsophagusESCC2.21e-032.36e-010.0655
64763ZNF574P1T-EHumanEsophagusESCC1.12e-061.92e-010.0875
64763ZNF574P2T-EHumanEsophagusESCC1.01e-193.43e-010.1177
64763ZNF574P4T-EHumanEsophagusESCC2.09e-091.62e-010.1323
64763ZNF574P5T-EHumanEsophagusESCC2.92e-171.73e-010.1327
64763ZNF574P8T-EHumanEsophagusESCC3.43e-203.10e-010.0889
64763ZNF574P10T-EHumanEsophagusESCC5.76e-152.03e-010.116
64763ZNF574P11T-EHumanEsophagusESCC1.20e-167.12e-010.1426
64763ZNF574P12T-EHumanEsophagusESCC1.61e-203.82e-010.1122
64763ZNF574P15T-EHumanEsophagusESCC6.84e-204.18e-010.1149
64763ZNF574P16T-EHumanEsophagusESCC1.96e-152.51e-010.1153
64763ZNF574P20T-EHumanEsophagusESCC3.43e-194.37e-010.1124
64763ZNF574P21T-EHumanEsophagusESCC6.65e-102.56e-020.1617
64763ZNF574P22T-EHumanEsophagusESCC3.69e-141.91e-010.1236
64763ZNF574P23T-EHumanEsophagusESCC2.91e-164.75e-010.108
64763ZNF574P24T-EHumanEsophagusESCC4.33e-141.54e-010.1287
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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
ZNF574NUERProstateHealthyPTTG1,HNRNPUL1,COP1, etc.8.02e-03The 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.
ZNF574CD8TEREXStomachCAGCHMP7,AC083798.2,AC080162.1, etc.1.19e-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.
ZNF574M2MACStomachCAG with IMCHMP7,AC083798.2,AC080162.1, etc.1.06e-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.
ZNF574TFHStomachCSGCHMP7,AC083798.2,AC080162.1, etc.6.97e-03The 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.
ZNF574TH17StomachHealthyCHMP7,AC083798.2,AC080162.1, etc.7.99e-03The 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.
ZNF574MAITStomachSIMCHMP7,AC083798.2,AC080162.1, etc.2.61e-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.
ZNF574CD8TEREXStomachWIMCHMP7,AC083798.2,AC080162.1, etc.5.60e-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
ZNF574SNVMissense_Mutationc.2680N>Ap.Ala894Thrp.A894Tprotein_codingtolerated(0.42)benign(0.015)TCGA-A8-A0A7-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZNF574SNVMissense_Mutationrs766298586c.2494N>Ap.Glu832Lysp.E832Kprotein_codingtolerated(0.24)possibly_damaging(0.51)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZNF574SNVMissense_Mutationnovelc.2756N>Cp.Lys919Thrp.K919Tprotein_codingdeleterious(0)probably_damaging(0.995)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZNF574SNVMissense_Mutationc.2128C>Tp.Arg710Trpp.R710Wprotein_codingdeleterious(0)benign(0.05)TCGA-IR-A3LH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZNF574SNVMissense_Mutationnovelc.212T>Ap.Leu71Hisp.L71Hprotein_codingdeleterious_low_confidence(0.01)benign(0)TCGA-VS-A958-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZNF574SNVMissense_Mutationnovelc.928N>Ap.Ser310Thrp.S310Tprotein_codingtolerated(0.66)benign(0.12)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ZNF574SNVMissense_Mutationrs749203009c.2167N>Tp.Arg723Cysp.R723Cprotein_codingdeleterious(0)possibly_damaging(0.804)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
ZNF574SNVMissense_Mutationrs376193704c.797N>Ap.Arg266Glnp.R266Qprotein_codingtolerated(0.62)benign(0.007)TCGA-A6-A566-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinPD
ZNF574SNVMissense_Mutationc.305N>Ap.Ile102Asnp.I102Nprotein_codingdeleterious(0)possibly_damaging(0.808)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ZNF574SNVMissense_Mutationc.1814G>Ap.Arg605Hisp.R605Hprotein_codingdeleterious(0.04)possibly_damaging(0.897)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
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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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