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: ZNF503

Gene summary for ZNF503

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF503

Gene ID

84858

Gene namezinc finger protein 503
Gene AliasNOLZ-1
Cytomap10q22.2
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q96F45


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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
84858ZNF503P62T-EHumanEsophagusESCC1.90e-125.90e-010.1302
84858ZNF503P65T-EHumanEsophagusESCC1.92e-329.17e-010.0978
84858ZNF503P74T-EHumanEsophagusESCC4.67e-128.07e-010.1479
84858ZNF503P75T-EHumanEsophagusESCC7.54e-105.55e-010.1125
84858ZNF503P76T-EHumanEsophagusESCC7.94e-101.95e-010.1207
84858ZNF503P79T-EHumanEsophagusESCC3.85e-175.90e-010.1154
84858ZNF503P80T-EHumanEsophagusESCC9.19e-085.16e-010.155
84858ZNF503P83T-EHumanEsophagusESCC1.59e-053.27e-010.1738
84858ZNF503P84T-EHumanEsophagusESCC1.54e-043.76e-010.0933
84858ZNF503P91T-EHumanEsophagusESCC9.77e-037.38e-010.1828
84858ZNF503P107T-EHumanEsophagusESCC4.11e-104.64e-010.171
84858ZNF503P126T-EHumanEsophagusESCC1.20e-025.44e-020.1125
84858ZNF503P127T-EHumanEsophagusESCC1.26e-11-1.18e-010.0826
84858ZNF503P130T-EHumanEsophagusESCC1.67e-194.98e-010.1676
84858ZNF503HCC1_MengHumanLiverHCC1.01e-03-6.47e-020.0246
84858ZNF503HCC2_MengHumanLiverHCC1.33e-021.60e-020.0107
84858ZNF503cirrhotic2HumanLiverCirrhotic5.20e-061.07e-010.0201
84858ZNF503HCC1HumanLiverHCC1.26e-134.44e+000.5336
84858ZNF503S014HumanLiverHCC1.03e-523.22e+000.2254
84858ZNF503S015HumanLiverHCC1.36e-392.71e+000.2375
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
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
GO:00613511EndometriumEECneural precursor cell proliferation29/2168145/187232.24e-031.67e-0229
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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
ZNF503MESCervixHSIL_HPVEFNA4,CDC42EP2,ELF3, etc.4.57e-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.
ZNF503ECMOral cavityADJSOD3,SSPN,IGFBP5, etc.7.21e-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
ZNF503SNVMissense_Mutationc.436N>Ap.Gly146Serp.G146SQ96F45protein_codingtolerated(1)benign(0.003)TCGA-A2-A0YD-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
ZNF503SNVMissense_Mutationnovelc.1292N>Cp.Tyr431Serp.Y431SQ96F45protein_codingdeleterious(0)probably_damaging(0.915)TCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
ZNF503insertionFrame_Shift_Insnovelc.1293_1294insGCAAGp.Cys432AlafsTer33p.C432Afs*33Q96F45protein_codingTCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
ZNF503deletionFrame_Shift_Delc.1498delNp.Leu500SerfsTer37p.L500Sfs*37Q96F45protein_codingTCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
ZNF503SNVMissense_Mutationnovelc.103N>Ap.Ala35Thrp.A35TQ96F45protein_codingtolerated_low_confidence(0.41)benign(0.068)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ZNF503deletionFrame_Shift_Delnovelc.1228_1241delNNNNNNNNNNNNNNp.Ser410ArgfsTer25p.S410Rfs*25Q96F45protein_codingTCGA-DD-AACY-01Liverliver hepatocellular carcinomaMale<65I/IIUnknownUnknownPD
ZNF503SNVMissense_Mutationc.313N>Ap.Glu105Lysp.E105KQ96F45protein_codingdeleterious(0.02)benign(0.287)TCGA-64-1677-01Lunglung adenocarcinomaFemale>=65III/IVChemotherapygemcitabinePD
ZNF503SNVMissense_Mutationc.832G>Tp.Gly278Trpp.G278WQ96F45protein_codingdeleterious(0)possibly_damaging(0.815)TCGA-91-6830-01Lunglung adenocarcinomaFemale>=65I/IIUnknownUnknownPD
ZNF503SNVMissense_Mutationnovelc.935N>Tp.Gly312Valp.G312VQ96F45protein_codingtolerated(0.05)benign(0.42)TCGA-33-4566-01Lunglung squamous cell carcinomaMale<65I/IIUnknownUnknownSD
ZNF503SNVMissense_Mutationnovelc.815C>Tp.Ala272Valp.A272VQ96F45protein_codingtolerated(0.27)benign(0.003)TCGA-90-A4ED-01Lunglung squamous cell carcinomaMale>=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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