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: ZNF414

Gene summary for ZNF414

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF414

Gene ID

84330

Gene namezinc finger protein 414
Gene AliasZFP414
Cytomap19p13.2
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q96IQ9


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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
84330ZNF414P26T-EHumanEsophagusESCC3.58e-285.03e-010.1276
84330ZNF414P27T-EHumanEsophagusESCC1.85e-183.22e-010.1055
84330ZNF414P28T-EHumanEsophagusESCC1.35e-233.80e-010.1149
84330ZNF414P30T-EHumanEsophagusESCC1.72e-154.19e-010.137
84330ZNF414P31T-EHumanEsophagusESCC5.79e-162.71e-010.1251
84330ZNF414P32T-EHumanEsophagusESCC7.31e-142.54e-010.1666
84330ZNF414P36T-EHumanEsophagusESCC9.86e-133.03e-010.1187
84330ZNF414P37T-EHumanEsophagusESCC2.04e-142.86e-010.1371
84330ZNF414P38T-EHumanEsophagusESCC5.18e-031.53e-010.127
84330ZNF414P39T-EHumanEsophagusESCC8.40e-041.01e-010.0894
84330ZNF414P40T-EHumanEsophagusESCC7.96e-153.90e-010.109
84330ZNF414P42T-EHumanEsophagusESCC3.67e-215.29e-010.1175
84330ZNF414P44T-EHumanEsophagusESCC5.62e-061.91e-010.1096
84330ZNF414P47T-EHumanEsophagusESCC3.89e-121.90e-010.1067
84330ZNF414P48T-EHumanEsophagusESCC4.40e-092.10e-010.0959
84330ZNF414P49T-EHumanEsophagusESCC2.24e-095.11e-010.1768
84330ZNF414P52T-EHumanEsophagusESCC4.24e-183.12e-010.1555
84330ZNF414P54T-EHumanEsophagusESCC3.86e-092.22e-010.0975
84330ZNF414P57T-EHumanEsophagusESCC9.44e-071.34e-010.0926
84330ZNF414P61T-EHumanEsophagusESCC9.26e-152.84e-010.099
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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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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
ZNF414GDTCervixADJISG15,LINC00892,IFI27, etc.1.33e-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.
ZNF414CD8TEREXCervixCCISG15,LINC00892,IFI27, etc.4.74e-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.
ZNF414CD8TCMCervixCCISG15,LINC00892,IFI27, etc.1.04e-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.
ZNF414GDTCervixCCISG15,LINC00892,IFI27, etc.2.01e-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.
ZNF414CD8TEXINTCervixCCISG15,LINC00892,IFI27, etc.1.45e-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.
ZNF414GDTCervixHealthyISG15,LINC00892,IFI27, etc.2.89e-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.
ZNF414CD8TEREXCervixHealthyISG15,LINC00892,IFI27, etc.3.22e-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.
ZNF414CD8TEXINTCervixHealthyISG15,LINC00892,IFI27, etc.2.28e-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.
ZNF414GDTCervixHSIL_HPVISG15,LINC00892,IFI27, etc.3.42e-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.
ZNF414GDTCervixN_HPVISG15,LINC00892,IFI27, etc.2.46e-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
ZNF414SNVMissense_Mutationnovelc.1139N>Tp.Ser380Leup.S380LQ96IQ9protein_codingtolerated(0.06)benign(0.003)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZNF414SNVMissense_Mutationrs763516794c.437G>Ap.Arg146Hisp.R146HQ96IQ9protein_codingtolerated(0.28)probably_damaging(0.989)TCGA-D8-A1Y3-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicine+cyclophosphamideSD
ZNF414SNVMissense_Mutationrs188164067c.304N>Tp.Arg102Cysp.R102CQ96IQ9protein_codingdeleterious(0)probably_damaging(0.994)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZNF414SNVMissense_Mutationrs762887348c.125N>Tp.Ser42Leup.S42LQ96IQ9protein_codingtolerated_low_confidence(0.13)benign(0)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ZNF414SNVMissense_Mutationc.903N>Tp.Gln301Hisp.Q301HQ96IQ9protein_codingtolerated(0.08)probably_damaging(0.986)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ZNF414SNVMissense_Mutationc.542G>Ap.Cys181Tyrp.C181YQ96IQ9protein_codingdeleterious(0)probably_damaging(0.995)TCGA-CM-5868-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfluorouracilSD
ZNF414SNVMissense_Mutationnovelc.296C>Ap.Pro99Hisp.P99HQ96IQ9protein_codingdeleterious(0.05)possibly_damaging(0.739)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ZNF414SNVMissense_Mutationrs762887348c.125N>Tp.Ser42Leup.S42LQ96IQ9protein_codingtolerated_low_confidence(0.13)benign(0)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ZNF414SNVMissense_Mutationnovelc.1123N>Ap.Val375Metp.V375MQ96IQ9protein_codingtolerated(0.17)possibly_damaging(0.656)TCGA-BK-A13B-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownPD
ZNF414SNVMissense_Mutationnovelc.477G>Ap.Met159Ilep.M159IQ96IQ9protein_codingdeleterious(0)probably_damaging(0.922)TCGA-EY-A5W2-01Endometriumuterine 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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