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: ZNF410

Gene summary for ZNF410

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF410

Gene ID

57862

Gene namezinc finger protein 410
Gene AliasAPA-1
Cytomap14q24.3
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q86VK4


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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
57862ZNF410LZE4THumanEsophagusESCC5.47e-184.28e-010.0811
57862ZNF410LZE5THumanEsophagusESCC1.40e-063.32e-010.0514
57862ZNF410LZE7THumanEsophagusESCC4.33e-113.31e-010.0667
57862ZNF410LZE8THumanEsophagusESCC5.66e-072.29e-010.067
57862ZNF410LZE20THumanEsophagusESCC2.37e-092.98e-010.0662
57862ZNF410LZE22D1HumanEsophagusHGIN4.30e-073.05e-010.0595
57862ZNF410LZE22THumanEsophagusESCC3.88e-219.61e-010.068
57862ZNF410LZE24THumanEsophagusESCC4.28e-254.69e-010.0596
57862ZNF410LZE22D3HumanEsophagusHGIN1.73e-024.37e-010.0653
57862ZNF410LZE21THumanEsophagusESCC9.73e-052.73e-010.0655
57862ZNF410LZE6THumanEsophagusESCC9.07e-082.92e-010.0845
57862ZNF410P1T-EHumanEsophagusESCC1.64e-052.74e-010.0875
57862ZNF410P2T-EHumanEsophagusESCC5.30e-213.51e-010.1177
57862ZNF410P4T-EHumanEsophagusESCC3.74e-254.56e-010.1323
57862ZNF410P5T-EHumanEsophagusESCC2.56e-163.19e-010.1327
57862ZNF410P8T-EHumanEsophagusESCC3.02e-264.80e-010.0889
57862ZNF410P9T-EHumanEsophagusESCC1.08e-072.05e-010.1131
57862ZNF410P10T-EHumanEsophagusESCC2.55e-315.47e-010.116
57862ZNF410P11T-EHumanEsophagusESCC4.50e-196.26e-010.1426
57862ZNF410P12T-EHumanEsophagusESCC5.03e-375.95e-010.1122
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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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
∗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
ZNF410PLABreastHealthyGPRC5A,NPM3,AC092803.2, etc.1.05e-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.
ZNF410PLABreastIDCGPRC5A,NPM3,AC092803.2, etc.1.39e-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.
ZNF410CD8TEXPBreastIDCGPRC5A,NPM3,AC092803.2, etc.5.14e-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.
ZNF410PLABreastPrecancerGPRC5A,NPM3,AC092803.2, etc.1.28e-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
ZNF410SNVMissense_Mutationnovelc.8N>Tp.Ser3Leup.S3LQ86VK4protein_codingdeleterious_low_confidence(0)probably_damaging(0.961)TCGA-AC-A2QI-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycytoxanCR
ZNF410SNVMissense_Mutationnovelc.1301N>Gp.Ser434Cysp.S434CQ86VK4protein_codingdeleterious(0)possibly_damaging(0.781)TCGA-C5-A1MH-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinPD
ZNF410SNVMissense_Mutationc.1281N>Cp.Leu427Phep.L427FQ86VK4protein_codingdeleterious(0.02)probably_damaging(0.986)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZNF410SNVMissense_Mutationc.299G>Ap.Gly100Aspp.G100DQ86VK4protein_codingtolerated_low_confidence(0.22)benign(0.036)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
ZNF410SNVMissense_Mutationc.566C>Tp.Ala189Valp.A189VQ86VK4protein_codingdeleterious(0)probably_damaging(0.98)TCGA-AA-3833-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ZNF410SNVMissense_Mutationc.1025N>Ap.Ser342Asnp.S342NQ86VK4protein_codingdeleterious(0.03)probably_damaging(0.983)TCGA-AA-3971-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolinicCR
ZNF410SNVMissense_Mutationc.609N>Tp.Lys203Asnp.K203NQ86VK4protein_codingdeleterious(0)probably_damaging(0.985)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
ZNF410SNVMissense_Mutationc.995N>Tp.Gly332Valp.G332VQ86VK4protein_codingdeleterious(0.03)probably_damaging(1)TCGA-D5-6530-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
ZNF410insertionFrame_Shift_Insnovelc.1350_1351insTCTATTTp.Leu451SerfsTer8p.L451Sfs*8Q86VK4protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ZNF410SNVMissense_Mutationnovelc.700A>Gp.Lys234Glup.K234EQ86VK4protein_codingdeleterious(0)benign(0.215)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<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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