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: ZNF567

Gene summary for ZNF567

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF567

Gene ID

163081

Gene namezinc finger protein 567
Gene AliasZNF567
Cytomap19q13.12
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

B2R956


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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
163081ZNF567C38HumanOral cavityOSCC2.69e-023.42e-010.172
163081ZNF567C46HumanOral cavityOSCC1.87e-031.21e-010.1673
163081ZNF567C57HumanOral cavityOSCC2.85e-041.61e-010.1679
163081ZNF567LN22HumanOral cavityOSCC6.42e-119.82e-010.1733
163081ZNF567LN38HumanOral cavityOSCC4.11e-025.05e-010.168
163081ZNF567SYSMH3HumanOral cavityOSCC5.30e-071.59e-010.2442
163081ZNF567male-WTAHumanThyroidPTC2.43e-033.20e-020.1037
163081ZNF567PTC01HumanThyroidPTC1.99e-058.25e-020.1899
163081ZNF567PTC04HumanThyroidPTC6.26e-061.33e-010.1927
163081ZNF567PTC05HumanThyroidPTC1.09e-042.14e-010.2065
163081ZNF567PTC06HumanThyroidPTC9.90e-101.95e-010.2057
163081ZNF567PTC07HumanThyroidPTC5.51e-112.16e-010.2044
163081ZNF567ATC12HumanThyroidATC3.03e-027.57e-020.34
163081ZNF567ATC13HumanThyroidATC1.27e-731.55e+000.34
163081ZNF567ATC2HumanThyroidATC2.76e-075.20e-010.34
163081ZNF567ATC4HumanThyroidATC1.35e-031.05e-010.34
163081ZNF567ATC5HumanThyroidATC6.45e-831.66e+000.34
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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
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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
ZNF567CFIBColorectumADCPLANE1,ASTN2,BRD1, etc.7.65e-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.
ZNF567PERIColorectumMSI-HCPLANE1,ASTN2,BRD1, 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
ZNF567SNVMissense_Mutationc.1621T>Ap.Ser541Thrp.S541TQ8N184protein_codingtolerated(1)benign(0.001)TCGA-A2-A0SY-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyarimidexSD
ZNF567SNVMissense_Mutationnovelc.1469N>Tp.Ser490Leup.S490LQ8N184protein_codingdeleterious(0)benign(0.001)TCGA-A8-A076-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
ZNF567SNVMissense_Mutationc.1402C>Gp.Gln468Glup.Q468EQ8N184protein_codingdeleterious(0.01)benign(0.377)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ZNF567SNVMissense_Mutationc.1564C>Gp.Leu522Valp.L522VQ8N184protein_codingtolerated(0.44)possibly_damaging(0.795)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ZNF567insertionFrame_Shift_Insrs772591515c.309_310insAp.Leu106ThrfsTer7p.L106Tfs*7Q8N184protein_codingTCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZNF567SNVMissense_Mutationc.737N>Tp.Ala246Valp.A246VQ8N184protein_codingtolerated(0.18)benign(0.003)TCGA-AA-3966-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ZNF567SNVMissense_Mutationrs146394117c.1910G>Tp.Arg637Ilep.R637IQ8N184protein_codingdeleterious(0.01)benign(0.006)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
ZNF567SNVMissense_Mutationrs764612587c.1007C>Tp.Ser336Leup.S336LQ8N184protein_codingtolerated(0.06)benign(0.015)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
ZNF567SNVMissense_Mutationrs192986331c.1742G>Tp.Arg581Ilep.R581IQ8N184protein_codingdeleterious(0)possibly_damaging(0.666)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
ZNF567SNVMissense_Mutationnovelc.1744N>Gp.Thr582Alap.T582AQ8N184protein_codingdeleterious(0.01)benign(0.012)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<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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