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: ZNF524

Gene summary for ZNF524

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF524

Gene ID

147807

Gene namezinc finger protein 524
Gene AliasZNF524
Cytomap19q13.42
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q96C55


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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
147807ZNF524C06HumanOral cavityOSCC5.08e-036.67e-010.2699
147807ZNF524C07HumanOral cavityOSCC2.83e-026.94e-010.2491
147807ZNF524C08HumanOral cavityOSCC9.23e-093.17e-010.1919
147807ZNF524C09HumanOral cavityOSCC3.12e-042.37e-010.1431
147807ZNF524LN38HumanOral cavityOSCC1.71e-027.10e-010.168
147807ZNF524LN46HumanOral cavityOSCC1.18e-064.52e-010.1666
147807ZNF524LP15HumanOral cavityLP3.06e-036.54e-010.2174
147807ZNF524SYSMH1HumanOral cavityOSCC1.77e-173.29e-010.1127
147807ZNF524SYSMH2HumanOral cavityOSCC1.88e-164.05e-010.2326
147807ZNF524SYSMH3HumanOral cavityOSCC1.06e-184.78e-010.2442
147807ZNF524SYSMH4HumanOral cavityOSCC5.08e-072.15e-010.1226
147807ZNF524SYSMH6HumanOral cavityOSCC8.71e-153.40e-010.1275
147807ZNF524male-WTAHumanThyroidPTC1.29e-111.39e-010.1037
147807ZNF524PTC01HumanThyroidPTC4.66e-102.43e-010.1899
147807ZNF524PTC04HumanThyroidPTC2.24e-091.93e-010.1927
147807ZNF524PTC05HumanThyroidPTC2.85e-197.47e-010.2065
147807ZNF524PTC06HumanThyroidPTC1.41e-245.79e-010.2057
147807ZNF524PTC07HumanThyroidPTC3.63e-255.13e-010.2044
147807ZNF524ATC11HumanThyroidATC8.82e-033.49e-010.3386
147807ZNF524ATC12HumanThyroidATC2.33e-071.47e-010.34
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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
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
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
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
ZNF524INMONBreastADJDRAIC,CLPB,SERPINE2, etc.7.51e-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.
ZNF524CD8TEFFBreastHealthyDRAIC,CLPB,SERPINE2, etc.4.21e-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.
ZNF524NKBreastPrecancerDRAIC,CLPB,SERPINE2, etc.4.89e-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.
ZNF524INMONPancreasPDACSPARCL1,SPRY1,IGFBP4, etc.1.11e-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.
ZNF524CD8TEXINTPancreasPDACSPARCL1,SPRY1,IGFBP4, etc.9.06e-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.
ZNF524BMEMPancreasPDACSPARCL1,SPRY1,IGFBP4, etc.6.84e-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.
ZNF524M1MACPancreasPDACSPARCL1,SPRY1,IGFBP4, etc.7.75e-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.
ZNF524TREGProstateTumorCOL6A2,GFER,NOXA1, etc.1.38e-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.
ZNF524CD8TEXINTSkinADJSELENOK,BNIP3,NEXN, etc.1.19e-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.
ZNF524CD8TEXINTSkincSCCSELENOK,BNIP3,NEXN, etc.1.63e-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
ZNF524SNVMissense_Mutationnovelc.262G>Cp.Asp88Hisp.D88HQ96C55protein_codingtolerated(0.1)probably_damaging(0.999)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ZNF524SNVMissense_Mutationnovelc.394N>Ap.His132Asnp.H132NQ96C55protein_codingdeleterious(0)probably_damaging(0.997)TCGA-DM-A1HB-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
ZNF524SNVMissense_Mutationrs141376459c.23N>Tp.Pro8Leup.P8LQ96C55protein_codingdeleterious_low_confidence(0.04)possibly_damaging(0.456)TCGA-F4-6807-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyxelodaCR
ZNF524deletionFrame_Shift_Delc.214delGp.Val72Terp.V72*Q96C55protein_codingTCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
ZNF524deletionFrame_Shift_Delc.210delNp.Val72Terp.V72*Q96C55protein_codingTCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ZNF524insertionFrame_Shift_Insrs750719825c.167_168insCp.Lys59GlnfsTer31p.K59Qfs*31Q96C55protein_codingTCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ZNF524SNVMissense_Mutationnovelc.48G>Tp.Glu16Aspp.E16DQ96C55protein_codingdeleterious_low_confidence(0.03)possibly_damaging(0.672)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
ZNF524SNVMissense_Mutationnovelc.392N>Ap.Arg131Hisp.R131HQ96C55protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AJ-A3OL-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinPD
ZNF524SNVMissense_Mutationnovelc.302N>Tp.Ala101Valp.A101VQ96C55protein_codingtolerated(0.41)benign(0.006)TCGA-AX-A3FS-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ZNF524SNVMissense_Mutationc.131N>Ap.Arg44Glnp.R44QQ96C55protein_codingtolerated_low_confidence(0.47)benign(0)TCGA-D1-A103-01Endometriumuterine corpus endometrioid 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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