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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: ZBTB17

Gene summary for ZBTB17

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZBTB17

Gene ID

7709

Gene namezinc finger and BTB domain containing 17
Gene AliasMIZ-1
Cytomap1p36.13
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q13105


Top

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
7709ZBTB17LZE4THumanEsophagusESCC2.28e-051.62e-010.0811
7709ZBTB17LZE7THumanEsophagusESCC6.67e-093.36e-010.0667
7709ZBTB17LZE8THumanEsophagusESCC1.25e-032.13e-010.067
7709ZBTB17LZE24THumanEsophagusESCC9.79e-142.35e-010.0596
7709ZBTB17LZE6THumanEsophagusESCC2.90e-021.89e-010.0845
7709ZBTB17P1T-EHumanEsophagusESCC7.46e-041.72e-010.0875
7709ZBTB17P2T-EHumanEsophagusESCC1.49e-223.47e-010.1177
7709ZBTB17P4T-EHumanEsophagusESCC8.96e-051.78e-010.1323
7709ZBTB17P5T-EHumanEsophagusESCC3.95e-081.28e-010.1327
7709ZBTB17P8T-EHumanEsophagusESCC2.90e-051.55e-010.0889
7709ZBTB17P9T-EHumanEsophagusESCC2.95e-081.11e-010.1131
7709ZBTB17P10T-EHumanEsophagusESCC2.08e-183.34e-010.116
7709ZBTB17P12T-EHumanEsophagusESCC2.64e-112.06e-010.1122
7709ZBTB17P15T-EHumanEsophagusESCC3.96e-192.27e-010.1149
7709ZBTB17P16T-EHumanEsophagusESCC1.26e-151.66e-010.1153
7709ZBTB17P17T-EHumanEsophagusESCC8.51e-083.27e-010.1278
7709ZBTB17P20T-EHumanEsophagusESCC4.54e-162.13e-010.1124
7709ZBTB17P21T-EHumanEsophagusESCC6.33e-153.74e-010.1617
7709ZBTB17P22T-EHumanEsophagusESCC5.32e-071.09e-010.1236
7709ZBTB17P23T-EHumanEsophagusESCC1.56e-092.11e-010.108
Page: 1 2 3 4 

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
∗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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:00457865EsophagusESCCnegative regulation of cell cycle236/8552385/187233.62e-109.93e-09236
GO:00073698EsophagusESCCgastrulation115/8552185/187234.35e-064.64e-05115
GO:0045786LiverHCCnegative regulation of cell cycle204/7958385/187231.84e-051.99e-04204
GO:00457864Oral cavityOSCCnegative regulation of cell cycle206/7305385/187234.28e-099.55e-08206
GO:00073697Oral cavityOSCCgastrulation95/7305185/187234.17e-042.54e-0395
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0411023EsophagusESCCCell cycle126/4205157/84651.34e-155.60e-142.87e-14126
hsa052229EsophagusESCCSmall cell lung cancer69/420592/84655.40e-073.85e-061.97e-0669
hsa052028EsophagusESCCTranscriptional misregulation in cancer116/4205193/84652.08e-035.95e-033.05e-03116
hsa0411033EsophagusESCCCell cycle126/4205157/84651.34e-155.60e-142.87e-14126
hsa0522216EsophagusESCCSmall cell lung cancer69/420592/84655.40e-073.85e-061.97e-0669
hsa0520213EsophagusESCCTranscriptional misregulation in cancer116/4205193/84652.08e-035.95e-033.05e-03116
hsa041102LiverHCCCell cycle106/4020157/84652.54e-073.04e-061.69e-06106
hsa052224LiverHCCSmall cell lung cancer57/402092/84653.54e-031.12e-026.22e-0357
hsa041103LiverHCCCell cycle106/4020157/84652.54e-073.04e-061.69e-06106
hsa0522211LiverHCCSmall cell lung cancer57/402092/84653.54e-031.12e-026.22e-0357
hsa041108Oral cavityOSCCCell cycle118/3704157/84657.15e-162.66e-141.35e-14118
hsa052228Oral cavityOSCCSmall cell lung cancer66/370492/84654.43e-083.38e-071.72e-0766
hsa0411015Oral cavityOSCCCell cycle118/3704157/84657.15e-162.66e-141.35e-14118
hsa0522215Oral cavityOSCCSmall cell lung cancer66/370492/84654.43e-083.38e-071.72e-0766
Page: 1 

Top

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
Page: 1 

Top

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
ZBTB17CD8TCMBreastHealthyPDGFA,ABCE1,GEN1, etc.1.72e-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.
ZBTB17ICAFCervixADJIGLL5,PPP1R3C,IL17D, etc.6.33e-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.
ZBTB17MONColorectumADRHOBTB3,FAM120C,CDK5R1, 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.
ZBTB17GCColorectumADJRHOBTB3,FAM120C,CDK5R1, etc.2.73e-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.
ZBTB17ILCColorectumADJRHOBTB3,FAM120C,CDK5R1, etc.1.04e-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.
ZBTB17GCColorectumCRCRHOBTB3,FAM120C,CDK5R1, etc.6.41e-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.
ZBTB17MASTColorectumCRCRHOBTB3,FAM120C,CDK5R1, etc.3.57e-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.
ZBTB17GCColorectumFAPRHOBTB3,FAM120C,CDK5R1, etc.1.40e-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.
ZBTB17MONColorectumFAPRHOBTB3,FAM120C,CDK5R1, etc.2.40e-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.
ZBTB17CD8TCMColorectumFAPRHOBTB3,FAM120C,CDK5R1, etc.4.54e-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.
Page: 1 2 

Top

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
ZBTB17SNVMissense_Mutationc.1879G>Cp.Asp627Hisp.D627HQ13105protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ZBTB17SNVMissense_Mutationrs749217418c.1093G>Ap.Glu365Lysp.E365KQ13105protein_codingtolerated(0.14)possibly_damaging(0.848)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ZBTB17SNVMissense_Mutationc.590T>Gp.Leu197Argp.L197RQ13105protein_codingtolerated_low_confidence(0.36)benign(0.246)TCGA-AR-A0TV-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZBTB17insertionIn_Frame_Insnovelc.2071_2072insCTGCTTTGCCCCAAGTTGAGGAGTGGGCAGTACACTCAGGCTGGAp.Gly691delinsAlaAlaLeuProGlnValGluGluTrpAlaValHisSerGlyTrpArgp.G691delinsAALPQVEEWAVHSGWRQ13105protein_codingTCGA-BH-A0B1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyadriamycinSD
ZBTB17SNVMissense_Mutationrs369859088c.200C>Tp.Ala67Valp.A67VQ13105protein_codingdeleterious_low_confidence(0.02)benign(0.029)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZBTB17SNVMissense_Mutationrs762057725c.2231G>Ap.Arg744Glnp.R744QQ13105protein_codingdeleterious(0.01)possibly_damaging(0.56)TCGA-EA-A1QS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ZBTB17SNVMissense_Mutationc.502N>Cp.Glu168Glnp.E168QQ13105protein_codingtolerated_low_confidence(0.14)benign(0.015)TCGA-IR-A3LH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZBTB17SNVMissense_Mutationc.1299G>Cp.Lys433Asnp.K433NQ13105protein_codingdeleterious(0.03)probably_damaging(0.996)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZBTB17SNVMissense_Mutationc.4G>Tp.Asp2Tyrp.D2YQ13105protein_codingdeleterious_low_confidence(0)probably_damaging(0.965)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZBTB17insertionFrame_Shift_Insnovelc.998_999insGp.Phe334LeufsTer20p.F334Lfs*20Q13105protein_codingTCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
Page: 1 2 3 4 5 6 

Top

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
Page: 1