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: ZBTB33

Gene summary for ZBTB33

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZBTB33

Gene ID

10009

Gene namezinc finger and BTB domain containing 33
Gene AliasZNF-kaiso
CytomapXq24
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q86T24


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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
10009ZBTB33P30T-EHumanEsophagusESCC1.98e-041.51e-010.137
10009ZBTB33P31T-EHumanEsophagusESCC9.00e-086.10e-020.1251
10009ZBTB33P32T-EHumanEsophagusESCC1.21e-059.50e-020.1666
10009ZBTB33P36T-EHumanEsophagusESCC6.02e-082.23e-010.1187
10009ZBTB33P37T-EHumanEsophagusESCC4.98e-081.21e-010.1371
10009ZBTB33P39T-EHumanEsophagusESCC8.02e-063.86e-020.0894
10009ZBTB33P42T-EHumanEsophagusESCC2.14e-051.07e-010.1175
10009ZBTB33P44T-EHumanEsophagusESCC6.32e-036.01e-020.1096
10009ZBTB33P47T-EHumanEsophagusESCC6.05e-048.24e-020.1067
10009ZBTB33P48T-EHumanEsophagusESCC1.53e-099.47e-020.0959
10009ZBTB33P49T-EHumanEsophagusESCC1.98e-065.70e-010.1768
10009ZBTB33P52T-EHumanEsophagusESCC2.52e-101.11e-010.1555
10009ZBTB33P56T-EHumanEsophagusESCC4.24e-065.93e-010.1613
10009ZBTB33P57T-EHumanEsophagusESCC2.47e-028.94e-020.0926
10009ZBTB33P61T-EHumanEsophagusESCC5.25e-111.28e-010.099
10009ZBTB33P62T-EHumanEsophagusESCC1.91e-068.17e-020.1302
10009ZBTB33P65T-EHumanEsophagusESCC1.06e-025.73e-020.0978
10009ZBTB33P74T-EHumanEsophagusESCC1.41e-061.98e-010.1479
10009ZBTB33P75T-EHumanEsophagusESCC3.66e-121.18e-010.1125
10009ZBTB33P76T-EHumanEsophagusESCC5.79e-031.35e-020.1207
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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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
∗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:001605517EsophagusESCCWnt signaling pathway268/8552444/187232.32e-106.58e-09268
GO:019873817EsophagusESCCcell-cell signaling by wnt269/8552446/187232.41e-106.79e-09269
GO:019873821LiverHCCcell-cell signaling by wnt247/7958446/187232.11e-084.96e-07247
GO:001605521LiverHCCWnt signaling pathway245/7958444/187233.68e-088.09e-07245
GO:001605514ProstateTumorWnt signaling pathway131/3246444/187231.16e-107.11e-09131
GO:019873814ProstateTumorcell-cell signaling by wnt131/3246446/187231.61e-109.69e-09131
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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
ZBTB33BNLiverCirrhoticCLIC3,CASP9,THOC3, etc.9.45e-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.
ZBTB33CD8TEREXLiverHealthyCLIC3,CASP9,THOC3, etc.9.83e-03The 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.
ZBTB33PVAOral cavityADJSTC1,APLNR,VPS33A, etc.1.51e-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.
ZBTB33M1MACProstateADJVPRBP,ULBP2,ZDBF2, etc.8.51e-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.
ZBTB33CD8TCMProstateTumorVPRBP,ULBP2,ZDBF2, etc.1.61e-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.
ZBTB33M1MACProstateTumorVPRBP,ULBP2,ZDBF2, etc.3.17e-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.
ZBTB33CYCSkinADJPOSTN,CEMIP,C1QTNF12, etc.0.00e+00The 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.
ZBTB33GOBStomachADJPRKCDBP,PCDH9,VPS13C, etc.0.00e+00The 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.
ZBTB33MESCStomachWIMPRKCDBP,PCDH9,VPS13C, etc.2.20e-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
ZBTB33SNVMissense_Mutationnovelc.1009N>Ap.Asp337Asnp.D337NQ86T24protein_codingtolerated(0.18)possibly_damaging(0.578)TCGA-AC-A3W6-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
ZBTB33SNVMissense_Mutationc.1673C>Ap.Ser558Tyrp.S558YQ86T24protein_codingdeleterious(0.03)probably_damaging(0.936)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZBTB33SNVMissense_Mutationrs782498946c.1905C>Ap.Asn635Lysp.N635KQ86T24protein_codingtolerated(0.47)benign(0.026)TCGA-AN-A0G0-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZBTB33SNVMissense_Mutationrs782703763c.1610G>Ap.Arg537Hisp.R537HQ86T24protein_codingdeleterious(0)probably_damaging(0.999)TCGA-LL-A740-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
ZBTB33insertionFrame_Shift_Insnovelc.760_761insTGTTACCGTTp.Asn254MetfsTer15p.N254Mfs*15Q86T24protein_codingTCGA-A2-A0CX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ZBTB33insertionFrame_Shift_Insnovelc.762_763insTGTGGAAGACp.Gln255CysfsTer14p.Q255Cfs*14Q86T24protein_codingTCGA-A2-A0CX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ZBTB33insertionFrame_Shift_Insnovelc.2014_2015insTAp.Tyr672LeufsTer6p.Y672Lfs*6Q86T24protein_codingTCGA-AR-A1AQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ZBTB33SNVMissense_Mutationrs376833183c.526N>Ap.Glu176Lysp.E176KQ86T24protein_codingtolerated(0.1)benign(0.335)TCGA-C5-A7X5-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycarboplatinPD
ZBTB33SNVMissense_Mutationc.1673C>Tp.Ser558Phep.S558FQ86T24protein_codingdeleterious(0.05)possibly_damaging(0.908)TCGA-FU-A40J-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycarboplatinCR
ZBTB33SNVMissense_Mutationc.1634N>Tp.Thr545Ilep.T545IQ86T24protein_codingdeleterious(0)probably_damaging(0.999)TCGA-Q1-A6DT-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
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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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