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: ZBTB7B

Gene summary for ZBTB7B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZBTB7B

Gene ID

51043

Gene namezinc finger and BTB domain containing 7B
Gene AliasCKROX
Cytomap1q21.3
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

O15156


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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
51043ZBTB7BHTA11_7663_2000001011HumanColorectumSER6.48e-066.39e-010.0131
51043ZBTB7BHTA11_10623_2000001011HumanColorectumAD1.59e-066.76e-01-0.0177
51043ZBTB7BHTA11_10711_2000001011HumanColorectumAD6.85e-167.16e-010.0338
51043ZBTB7BHTA11_7696_3000711011HumanColorectumAD1.19e-022.42e-010.0674
51043ZBTB7BHTA11_6818_2000001011HumanColorectumAD9.00e-271.61e+000.0112
51043ZBTB7BHTA11_6818_2000001021HumanColorectumAD7.53e-181.02e+000.0588
51043ZBTB7BHTA11_99999974143_84620HumanColorectumMSS1.45e-571.40e+000.3005
51043ZBTB7BLZE7THumanEsophagusESCC2.17e-111.79e-010.0667
51043ZBTB7BLZE20THumanEsophagusESCC4.95e-096.50e-020.0662
51043ZBTB7BLZE24THumanEsophagusESCC4.44e-072.46e-010.0596
51043ZBTB7BP1T-EHumanEsophagusESCC8.18e-044.04e-010.0875
51043ZBTB7BP2T-EHumanEsophagusESCC3.30e-122.77e-020.1177
51043ZBTB7BP4T-EHumanEsophagusESCC7.44e-105.52e-020.1323
51043ZBTB7BP5T-EHumanEsophagusESCC1.92e-171.58e-010.1327
51043ZBTB7BP8T-EHumanEsophagusESCC2.68e-106.64e-020.0889
51043ZBTB7BP9T-EHumanEsophagusESCC1.65e-092.76e-020.1131
51043ZBTB7BP10T-EHumanEsophagusESCC9.30e-11-6.31e-030.116
51043ZBTB7BP11T-EHumanEsophagusESCC2.17e-038.62e-020.1426
51043ZBTB7BP12T-EHumanEsophagusESCC7.17e-091.32e-010.1122
51043ZBTB7BP15T-EHumanEsophagusESCC8.10e-132.35e-010.1149
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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:00706631StomachCAG with IMregulation of leukocyte proliferation27/1050245/187236.29e-048.92e-0327
GO:005087811StomachCAG with IMregulation of body fluid levels37/1050379/187237.56e-041.03e-0237
GO:19037071StomachCAG with IMnegative regulation of hemopoiesis15/1050106/187238.29e-041.09e-0215
GO:00018191StomachCAG with IMpositive regulation of cytokine production43/1050467/187239.84e-041.27e-0243
GO:004343411StomachCAG with IMresponse to peptide hormone39/1050414/187231.09e-031.33e-0239
GO:00421291StomachCAG with IMregulation of T cell proliferation20/1050171/187231.48e-031.68e-0220
GO:00024601StomachCAG with IMadaptive immune response based on somatic recombination of immune receptors built from immunoglobulin superfamily domains33/1050356/187233.26e-032.99e-0233
GO:00466511StomachCAG with IMlymphocyte proliferation28/1050288/187233.33e-033.03e-0228
GO:0032943StomachCAG with IMmononuclear cell proliferation28/1050291/187233.84e-033.37e-0228
GO:00506701StomachCAG with IMregulation of lymphocyte proliferation23/1050225/187234.01e-033.47e-0223
GO:0032944StomachCAG with IMregulation of mononuclear cell proliferation23/1050227/187234.47e-033.76e-0223
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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
ZBTB7BMLUMBreastIDCENC1,FASN,SIM2, etc.5.52e-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.
ZBTB7BTREGCervixCCCORO1B,ZNF700,CD40LG, etc.1.29e-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.
ZBTB7BCD4TNCervixHealthyCORO1B,ZNF700,CD40LG, etc.1.55e-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.
ZBTB7BCD8TEXPCervixHealthyCORO1B,ZNF700,CD40LG, etc.1.10e-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.
ZBTB7BTREGCervixHealthyCORO1B,ZNF700,CD40LG, etc.1.03e-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.
ZBTB7BTFHCervixHealthyCORO1B,ZNF700,CD40LG, etc.1.24e-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.
ZBTB7BTREGCervixHSIL_HPVCORO1B,ZNF700,CD40LG, etc.1.07e-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.
ZBTB7BTFHCervixHSIL_HPVCORO1B,ZNF700,CD40LG, etc.1.36e-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.
ZBTB7BCD4TNCervixN_HPVCORO1B,ZNF700,CD40LG, etc.2.56e-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.
ZBTB7BTREGCervixN_HPVCORO1B,ZNF700,CD40LG, etc.8.11e-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
ZBTB7BSNVMissense_Mutationnovelc.1385N>Ap.Arg462Glnp.R462QO15156protein_codingdeleterious(0)probably_damaging(0.996)TCGA-C8-A26Z-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenCR
ZBTB7BSNVMissense_Mutationc.110N>Ap.Ser37Asnp.S37NO15156protein_codingtolerated(0.53)probably_damaging(0.969)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZBTB7BSNVMissense_Mutationc.1024N>Cp.Asp342Hisp.D342HO15156protein_codingdeleterious(0.04)probably_damaging(0.988)TCGA-D8-A27I-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadrimycin+cyclophosphamideSD
ZBTB7BSNVMissense_Mutationc.895N>Ap.Glu299Lysp.E299KO15156protein_codingtolerated(0.25)benign(0.222)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZBTB7BSNVMissense_Mutationc.232G>Ap.Glu78Lysp.E78KO15156protein_codingdeleterious(0.01)benign(0.161)TCGA-VS-A958-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZBTB7BinsertionIn_Frame_Insnovelc.690_691insCCCAAAp.Pro230_Val231insProLysp.P230_V231insPKO15156protein_codingTCGA-DS-A1OD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
ZBTB7BSNVMissense_Mutationc.1120N>Tp.Arg374Cysp.R374CO15156protein_codingdeleterious(0.02)probably_damaging(0.998)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ZBTB7BSNVMissense_Mutationc.274T>Cp.Tyr92Hisp.Y92HO15156protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AA-3680-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyfolinicPD
ZBTB7BSNVMissense_Mutationc.968N>Tp.Gly323Valp.G323VO15156protein_codingtolerated(0.07)probably_damaging(0.977)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
ZBTB7BSNVMissense_Mutationc.651G>Tp.Gln217Hisp.Q217HO15156protein_codingtolerated(0.39)probably_damaging(0.923)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=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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