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: ZBTB2

Gene summary for ZBTB2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZBTB2

Gene ID

57621

Gene namezinc finger and BTB domain containing 2
Gene AliasZNF437
Cytomap6q25.1
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q8N680


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
57621ZBTB2LZE4THumanEsophagusESCC2.05e-03-1.19e-020.0811
57621ZBTB2LZE24THumanEsophagusESCC6.19e-081.22e-010.0596
57621ZBTB2P2T-EHumanEsophagusESCC6.30e-078.50e-020.1177
57621ZBTB2P4T-EHumanEsophagusESCC1.18e-061.79e-010.1323
57621ZBTB2P5T-EHumanEsophagusESCC2.68e-102.87e-020.1327
57621ZBTB2P8T-EHumanEsophagusESCC6.28e-078.27e-020.0889
57621ZBTB2P9T-EHumanEsophagusESCC5.84e-045.82e-030.1131
57621ZBTB2P10T-EHumanEsophagusESCC8.27e-06-5.79e-020.116
57621ZBTB2P11T-EHumanEsophagusESCC6.25e-033.35e-010.1426
57621ZBTB2P15T-EHumanEsophagusESCC6.17e-072.33e-010.1149
57621ZBTB2P16T-EHumanEsophagusESCC2.73e-051.31e-010.1153
57621ZBTB2P17T-EHumanEsophagusESCC1.15e-023.08e-020.1278
57621ZBTB2P19T-EHumanEsophagusESCC3.19e-021.39e-010.1662
57621ZBTB2P20T-EHumanEsophagusESCC3.10e-069.51e-030.1124
57621ZBTB2P21T-EHumanEsophagusESCC3.71e-156.86e-020.1617
57621ZBTB2P22T-EHumanEsophagusESCC4.90e-07-1.54e-020.1236
57621ZBTB2P23T-EHumanEsophagusESCC7.13e-073.71e-010.108
57621ZBTB2P24T-EHumanEsophagusESCC3.62e-027.71e-020.1287
57621ZBTB2P26T-EHumanEsophagusESCC6.77e-052.36e-010.1276
57621ZBTB2P27T-EHumanEsophagusESCC1.64e-052.12e-010.1055
Page: 1 2 3 

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
∗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:004259314EndometriumEECglucose homeostasis56/2168258/187232.26e-066.61e-0556
GO:003350014EndometriumEECcarbohydrate homeostasis56/2168259/187232.56e-067.39e-0556
GO:004346714EndometriumEECregulation of generation of precursor metabolites and energy34/2168130/187233.36e-069.13e-0534
GO:000915017EndometriumEECpurine ribonucleotide metabolic process69/2168368/187233.38e-055.77e-0469
GO:004693914EndometriumEECnucleotide phosphorylation26/2168101/187236.15e-059.28e-0426
GO:000913214EndometriumEECnucleoside diphosphate metabolic process30/2168124/187236.16e-059.28e-0430
GO:000913516EndometriumEECpurine nucleoside diphosphate metabolic process26/2168103/187238.77e-051.24e-0326
GO:000917916EndometriumEECpurine ribonucleoside diphosphate metabolic process26/2168103/187238.77e-051.24e-0326
GO:000616317EndometriumEECpurine nucleotide metabolic process71/2168396/187231.14e-041.54e-0371
GO:000616514EndometriumEECnucleoside diphosphate phosphorylation25/216899/187231.18e-041.58e-0325
GO:000925916EndometriumEECribonucleotide metabolic process69/2168385/187231.43e-041.84e-0369
GO:000918515EndometriumEECribonucleoside diphosphate metabolic process26/2168106/187231.46e-041.87e-0326
GO:007252117EndometriumEECpurine-containing compound metabolic process73/2168416/187231.82e-042.24e-0373
GO:001969316EndometriumEECribose phosphate metabolic process70/2168396/187231.96e-042.38e-0370
GO:000609615EndometriumEECglycolytic process21/216881/187232.72e-043.09e-0321
GO:000675715EndometriumEECATP generation from ADP21/216882/187233.27e-043.61e-0321
GO:004603114EndometriumEECADP metabolic process22/216890/187234.82e-044.94e-0322
GO:190357816EndometriumEECregulation of ATP metabolic process21/216887/187237.66e-047.16e-0321
GO:000911716EndometriumEECnucleotide metabolic process80/2168489/187238.65e-047.95e-0380
GO:000675315EndometriumEECnucleoside phosphate metabolic process80/2168497/187231.39e-031.14e-0280
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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
ZBTB2MYOFIBColorectumCRCEMCN,SPTLC2,NUAK1, etc.2.89e-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 

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
ZBTB2SNVMissense_Mutationc.764N>Tp.Ala255Valp.A255VQ8N680protein_codingtolerated(0.98)benign(0.07)TCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZBTB2SNVMissense_Mutationc.233N>Gp.His78Argp.H78RQ8N680protein_codingdeleterious(0)possibly_damaging(0.503)TCGA-AR-A1AW-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelSD
ZBTB2SNVMissense_Mutationc.406C>Gp.Gln136Glup.Q136EQ8N680protein_codingdeleterious(0)possibly_damaging(0.622)TCGA-BH-A0C0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinSD
ZBTB2SNVMissense_Mutationc.239N>Ap.Met80Lysp.M80KQ8N680protein_codingdeleterious(0)probably_damaging(0.977)TCGA-D8-A1XZ-01Breastbreast invasive carcinomaFemale>=65III/IVHormone Therapytamoxiphen+anastrozolumSD
ZBTB2SNVMissense_Mutationc.629N>Gp.Pro210Argp.P210RQ8N680protein_codingtolerated(0.58)benign(0.044)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZBTB2SNVMissense_Mutationc.28N>Gp.Leu10Valp.L10VQ8N680protein_codingdeleterious(0)probably_damaging(0.981)TCGA-EW-A1J5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ZBTB2insertionFrame_Shift_Insnovelc.823_824insCGAAGGGCGATCCATTCTCCTGGGCp.Ile275ThrfsTer18p.I275Tfs*18Q8N680protein_codingTCGA-BH-A0AW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinSD
ZBTB2SNVMissense_Mutationc.602N>Tp.Ser201Leup.S201LQ8N680protein_codingtolerated(0.22)benign(0.144)TCGA-EA-A439-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
ZBTB2SNVMissense_Mutationrs762417728c.635C>Tp.Pro212Leup.P212LQ8N680protein_codingtolerated(0.33)benign(0.025)TCGA-DM-A1HB-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
ZBTB2SNVMissense_Mutationrs191541534c.340N>Ap.Ala114Thrp.A114TQ8N680protein_codingtolerated(0.11)benign(0.02)TCGA-DM-A28H-01Colorectumcolon adenocarcinomaMale<65III/IVUnknownUnknownPD
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