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: ZNF576

Gene summary for ZNF576

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF576

Gene ID

79177

Gene namezinc finger protein 576
Gene AliasZNF576
Cytomap19q13.31
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

A0A024R0T0


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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
79177ZNF576LP15HumanOral cavityLP2.14e-055.21e-010.2174
79177ZNF576SYSMH1HumanOral cavityOSCC1.19e-061.69e-010.1127
79177ZNF576SYSMH2HumanOral cavityOSCC4.81e-072.93e-010.2326
79177ZNF576SYSMH3HumanOral cavityOSCC1.90e-194.05e-010.2442
79177ZNF576SYSMH5HumanOral cavityOSCC8.44e-041.05e-010.0647
79177ZNF576SYSMH6HumanOral cavityOSCC2.61e-071.50e-010.1275
79177ZNF576male-WTAHumanThyroidPTC2.96e-045.72e-020.1037
79177ZNF576PTC01HumanThyroidPTC2.58e-068.85e-020.1899
79177ZNF576PTC04HumanThyroidPTC1.61e-027.02e-020.1927
79177ZNF576PTC05HumanThyroidPTC7.47e-052.20e-010.2065
79177ZNF576PTC06HumanThyroidPTC1.22e-102.35e-010.2057
79177ZNF576PTC07HumanThyroidPTC1.13e-112.24e-010.2044
79177ZNF576ATC12HumanThyroidATC6.26e-036.62e-020.34
79177ZNF576ATC13HumanThyroidATC9.09e-508.22e-010.34
79177ZNF576ATC2HumanThyroidATC3.86e-066.31e-010.34
79177ZNF576ATC4HumanThyroidATC7.79e-041.35e-010.34
79177ZNF576ATC5HumanThyroidATC1.75e-468.97e-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
∗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
ZNF576SNVMissense_Mutationc.180C>Gp.Asp60Glup.D60EQ9H609protein_codingtolerated(0.64)benign(0.234)TCGA-A8-A09D-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
ZNF576SNVMissense_Mutationnovelc.44N>Tp.Ser15Leup.S15LQ9H609protein_codingdeleterious_low_confidence(0.05)benign(0.001)TCGA-C5-A907-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
ZNF576SNVMissense_Mutationc.202N>Ap.Gly68Argp.G68RQ9H609protein_codingdeleterious(0.01)probably_damaging(0.973)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ZNF576SNVMissense_Mutationc.431N>Tp.Ala144Valp.A144VQ9H609protein_codingtolerated(0.57)benign(0.396)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
ZNF576SNVMissense_Mutationc.275N>Ap.Ser92Asnp.S92NQ9H609protein_codingdeleterious(0.03)benign(0.247)TCGA-CK-4947-01Colorectumcolon adenocarcinomaFemale<65III/IVOther, specify in notesfolinicSD
ZNF576SNVMissense_Mutationc.271N>Tp.Arg91Cysp.R91CQ9H609protein_codingdeleterious(0.03)benign(0.093)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ZNF576SNVMissense_Mutationrs772352799c.229N>Ap.Ala77Thrp.A77TQ9H609protein_codingtolerated(0.25)possibly_damaging(0.598)TCGA-A5-A0VO-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ZNF576SNVMissense_Mutationc.91N>Ap.Leu31Metp.L31MQ9H609protein_codingtolerated(0.08)possibly_damaging(0.467)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ZNF576SNVMissense_Mutationc.230N>Tp.Ala77Valp.A77VQ9H609protein_codingtolerated(0.07)possibly_damaging(0.659)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ZNF576SNVMissense_Mutationrs568418404c.152G>Ap.Arg51Hisp.R51HQ9H609protein_codingtolerated(0.07)probably_damaging(0.958)TCGA-AP-A1DR-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
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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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