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: ZBTB38

Gene summary for ZBTB38

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZBTB38

Gene ID

253461

Gene namezinc finger and BTB domain containing 38
Gene AliasCIBZ
Cytomap3q23
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q8NAP3


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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
253461ZBTB38HTA11_3410_2000001011HumanColorectumAD1.28e-04-3.68e-010.0155
253461ZBTB38HTA11_2487_2000001011HumanColorectumSER1.88e-07-4.71e-01-0.1808
253461ZBTB38HTA11_3361_2000001011HumanColorectumAD2.28e-11-7.45e-01-0.1207
253461ZBTB38HTA11_5212_2000001011HumanColorectumAD2.17e-04-5.40e-01-0.2061
253461ZBTB38HTA11_5216_2000001011HumanColorectumSER1.79e-04-8.45e-01-0.1462
253461ZBTB38HTA11_866_3004761011HumanColorectumAD1.23e-02-3.65e-010.096
253461ZBTB38HTA11_8622_2000001021HumanColorectumSER2.94e-04-6.32e-010.0528
253461ZBTB38HTA11_10711_2000001011HumanColorectumAD4.93e-02-3.10e-010.0338
253461ZBTB38HTA11_99999970781_79442HumanColorectumMSS9.07e-26-6.83e-010.294
253461ZBTB38HTA11_99999973899_84307HumanColorectumMSS3.81e-05-4.24e-010.2585
253461ZBTB38HTA11_99999974143_84620HumanColorectumMSS1.53e-37-8.73e-010.3005
253461ZBTB38A015-C-203HumanColorectumFAP4.20e-32-1.76e-01-0.1294
253461ZBTB38A015-C-204HumanColorectumFAP1.53e-04-1.22e-01-0.0228
253461ZBTB38A014-C-040HumanColorectumFAP2.99e-03-3.05e-02-0.1184
253461ZBTB38A002-C-201HumanColorectumFAP3.49e-093.51e-020.0324
253461ZBTB38A001-C-119HumanColorectumFAP2.29e-08-4.60e-01-0.1557
253461ZBTB38A001-C-108HumanColorectumFAP1.45e-15-1.53e-01-0.0272
253461ZBTB38A002-C-205HumanColorectumFAP2.33e-22-1.47e-01-0.1236
253461ZBTB38A015-C-005HumanColorectumFAP3.20e-021.71e-01-0.0336
253461ZBTB38A015-C-006HumanColorectumFAP1.43e-17-4.79e-01-0.0994
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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
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
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
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
GO:0006275ColorectumCRCregulation of DNA replication21/2078107/187236.56e-034.70e-0221
GO:00062752EndometriumAEHregulation of DNA replication21/2100107/187237.38e-034.20e-0221
GO:000627511EndometriumEECregulation of DNA replication22/2168107/187235.09e-033.20e-0222
GO:00062604EsophagusESCCDNA replication181/8552260/187233.55e-152.05e-13181
GO:00062754EsophagusESCCregulation of DNA replication73/8552107/187231.97e-062.28e-0573
GO:00062601LiverHCCDNA replication146/7958260/187235.68e-067.02e-05146
GO:00062751LiverHCCregulation of DNA replication60/7958107/187233.15e-031.46e-0260
GO:00062603Oral cavityOSCCDNA replication159/7305260/187233.25e-131.59e-11159
GO:00062753Oral cavityOSCCregulation of DNA replication62/7305107/187235.49e-054.54e-0462
GO:00062606ThyroidPTCDNA replication114/5968260/187233.09e-052.95e-04114
GO:000626013ThyroidATCDNA replication124/6293260/187231.58e-061.93e-05124
GO:00062756ThyroidATCregulation of DNA replication50/6293107/187233.25e-031.46e-0250
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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
ZBTB38ASCColorectumADGPR160,XACT,MECOM, etc.2.49e-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.
ZBTB38ASCColorectumSERGPR160,XACT,MECOM, etc.1.21e-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.
ZBTB38PERILiverHealthyCELF4,PNRC1,SPON1, etc.8.26e-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.
ZBTB38HSCLiverHealthyCELF4,PNRC1,SPON1, etc.6.72e-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.
∗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
ZBTB38SNVMissense_Mutationnovelc.304G>Ap.Glu102Lysp.E102KQ8NAP3protein_codingdeleterious(0.01)probably_damaging(0.927)TCGA-5L-AAT0-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ZBTB38SNVMissense_Mutationnovelc.3103N>Ap.Glu1035Lysp.E1035KQ8NAP3protein_codingdeleterious(0.04)probably_damaging(0.999)TCGA-A2-A1FX-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereSD
ZBTB38SNVMissense_Mutationnovelc.3397N>Cp.Ile1133Leup.I1133LQ8NAP3protein_codingdeleterious(0.02)benign(0.138)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ZBTB38SNVMissense_Mutationnovelc.3508G>Ap.Glu1170Lysp.E1170KQ8NAP3protein_codingtolerated_low_confidence(0.07)benign(0.241)TCGA-BH-A42T-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZBTB38SNVMissense_Mutationc.812N>Gp.Ile271Argp.I271RQ8NAP3protein_codingtolerated(0.68)benign(0)TCGA-GM-A2DB-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolCR
ZBTB38insertionFrame_Shift_Insnovelc.1034_1035insAGTCACTGATCTCGCAGCTGCAGGAAAAAAGCTGGGAATATp.Ser345ArgfsTer41p.S345Rfs*41Q8NAP3protein_codingTCGA-AO-A0J9-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
ZBTB38insertionIn_Frame_Insnovelc.2000_2001insTGTACTGTGTATCTCTTACTGTGGGAAGTATGAAAGp.Asn667_Phe668insValLeuCysIleSerTyrCysGlyLysTyrGluSerp.N667_F668insVLCISYCGKYESQ8NAP3protein_codingTCGA-AO-A0JB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
ZBTB38insertionNonsense_Mutationnovelc.3399_3400insGAAGCCTAGTGTCTATCCGTATAAACTTTATAGGCTACp.Cys1134GlufsTer3p.C1134Efs*3Q8NAP3protein_codingTCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ZBTB38deletionFrame_Shift_Delnovelc.1056delNp.Asp352GlufsTer20p.D352Efs*20Q8NAP3protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ZBTB38SNVMissense_Mutationc.1661N>Ap.Gly554Glup.G554EQ8NAP3protein_codingdeleterious(0)possibly_damaging(0.893)TCGA-C5-A1MH-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinPD
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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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