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: ZNF219

Gene summary for ZNF219

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF219

Gene ID

51222

Gene namezinc finger protein 219
Gene AliasZFP219
Cytomap14q11.2
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q9P2Y4


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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
51222ZNF219C04HumanOral cavityOSCC2.91e-238.53e-010.2633
51222ZNF219C21HumanOral cavityOSCC1.05e-083.34e-010.2678
51222ZNF219C30HumanOral cavityOSCC1.81e-239.27e-010.3055
51222ZNF219C43HumanOral cavityOSCC4.54e-122.54e-010.1704
51222ZNF219C46HumanOral cavityOSCC1.11e-061.53e-010.1673
51222ZNF219C51HumanOral cavityOSCC9.09e-094.95e-010.2674
51222ZNF219C06HumanOral cavityOSCC4.91e-036.48e-010.2699
51222ZNF219C08HumanOral cavityOSCC7.58e-051.21e-010.1919
51222ZNF219LP17HumanOral cavityLP1.01e-034.23e-010.2349
51222ZNF219SYSMH2HumanOral cavityOSCC6.71e-061.81e-010.2326
51222ZNF219SYSMH3HumanOral cavityOSCC4.31e-142.89e-010.2442
51222ZNF219SYSMH5HumanOral cavityOSCC2.13e-021.17e-010.0647
51222ZNF219male-WTAHumanThyroidPTC2.52e-263.17e-010.1037
51222ZNF219PTC01HumanThyroidPTC8.26e-131.34e-010.1899
51222ZNF219PTC04HumanThyroidPTC7.30e-061.49e-010.1927
51222ZNF219PTC05HumanThyroidPTC1.02e-112.10e-010.2065
51222ZNF219PTC06HumanThyroidPTC9.64e-173.65e-010.2057
51222ZNF219PTC07HumanThyroidPTC1.02e-233.51e-010.2044
51222ZNF219ATC13HumanThyroidATC1.65e-081.22e-010.34
51222ZNF219ATC4HumanThyroidATC2.36e-067.55e-020.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
GO:00020624ThyroidATCchondrocyte differentiation54/6293106/187231.67e-041.14e-0354
GO:00614484ThyroidATCconnective tissue development112/6293252/187232.08e-041.38e-03112
GO:00351074ThyroidATCappendage morphogenesis63/6293138/187232.13e-031.00e-0263
GO:00351084ThyroidATClimb morphogenesis63/6293138/187232.13e-031.00e-0263
GO:00487368ThyroidATCappendage development76/6293172/187232.41e-031.12e-0276
GO:00601738ThyroidATClimb development76/6293172/187232.41e-031.12e-0276
GO:00512163ThyroidATCcartilage development81/6293190/187235.70e-032.30e-0281
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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
ZNF219LYMENDPancreasADJABRAXAS1,SLC51A,TMEM116, etc.1.97e-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.
ZNF219MYOFIBPancreasPanINABRAXAS1,SLC51A,TMEM116, etc.3.31e-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.
ZNF219PARIStomachCAG with IMPEX5,SERPINA1,THBS1, etc.7.80e-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.
ZNF219PARIStomachGCPEX5,SERPINA1,THBS1, etc.3.26e-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.
ZNF219DStomachSIMPEX5,SERPINA1,THBS1, etc.2.64e-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
ZNF219SNVMissense_Mutationnovelc.1526N>Tp.Ser509Leup.S509LQ9P2Y4protein_codingdeleterious(0.01)possibly_damaging(0.727)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
ZNF219SNVMissense_Mutationc.1517N>Gp.Ser506Cysp.S506CQ9P2Y4protein_codingdeleterious(0.01)benign(0.181)TCGA-A8-A07U-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilSD
ZNF219SNVMissense_Mutationc.908C>Tp.Ala303Valp.A303VQ9P2Y4protein_codingtolerated(0.11)possibly_damaging(0.514)TCGA-AC-A4ZE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZNF219SNVMissense_Mutationc.1517N>Gp.Ser506Cysp.S506CQ9P2Y4protein_codingdeleterious(0.01)benign(0.181)TCGA-AN-A0XW-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
ZNF219SNVMissense_Mutationnovelc.926N>Ap.Arg309Hisp.R309HQ9P2Y4protein_codingdeleterious(0.01)probably_damaging(0.989)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZNF219SNVMissense_Mutationnovelc.823N>Tp.Arg275Cysp.R275CQ9P2Y4protein_codingdeleterious(0)probably_damaging(0.995)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZNF219SNVMissense_Mutationnovelc.490N>Tp.Arg164Cysp.R164CQ9P2Y4protein_codingdeleterious(0)probably_damaging(0.98)TCGA-C5-A1MN-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
ZNF219SNVMissense_Mutationnovelc.715N>Ap.Glu239Lysp.E239KQ9P2Y4protein_codingtolerated_low_confidence(0.94)benign(0.074)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ZNF219SNVMissense_Mutationc.1517C>Gp.Ser506Cysp.S506CQ9P2Y4protein_codingdeleterious(0.01)benign(0.181)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ZNF219SNVMissense_Mutationnovelc.448N>Cp.Glu150Glnp.E150QQ9P2Y4protein_codingtolerated(0.17)possibly_damaging(0.541)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<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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