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: ZBTB24

Gene summary for ZBTB24

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZBTB24

Gene ID

9841

Gene namezinc finger and BTB domain containing 24
Gene AliasBIF1
Cytomap6q21
Gene Typeprotein-coding
GO ID

GO:0002244

UniProtAcc

O43167


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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
9841ZBTB24LZE4THumanEsophagusESCC3.26e-061.57e-010.0811
9841ZBTB24LZE7THumanEsophagusESCC8.52e-041.80e-010.0667
9841ZBTB24LZE24THumanEsophagusESCC2.78e-052.30e-010.0596
9841ZBTB24P1T-EHumanEsophagusESCC6.85e-062.98e-010.0875
9841ZBTB24P2T-EHumanEsophagusESCC1.09e-203.70e-010.1177
9841ZBTB24P4T-EHumanEsophagusESCC7.22e-113.01e-010.1323
9841ZBTB24P5T-EHumanEsophagusESCC8.33e-122.46e-010.1327
9841ZBTB24P8T-EHumanEsophagusESCC3.25e-028.84e-020.0889
9841ZBTB24P9T-EHumanEsophagusESCC2.57e-021.20e-010.1131
9841ZBTB24P10T-EHumanEsophagusESCC2.92e-062.06e-010.116
9841ZBTB24P12T-EHumanEsophagusESCC4.12e-081.95e-010.1122
9841ZBTB24P15T-EHumanEsophagusESCC6.37e-092.42e-010.1149
9841ZBTB24P16T-EHumanEsophagusESCC4.75e-356.30e-010.1153
9841ZBTB24P20T-EHumanEsophagusESCC2.44e-031.37e-010.1124
9841ZBTB24P21T-EHumanEsophagusESCC2.71e-102.73e-010.1617
9841ZBTB24P22T-EHumanEsophagusESCC1.18e-061.70e-010.1236
9841ZBTB24P23T-EHumanEsophagusESCC1.40e-143.79e-010.108
9841ZBTB24P24T-EHumanEsophagusESCC1.37e-051.80e-010.1287
9841ZBTB24P26T-EHumanEsophagusESCC3.25e-112.32e-010.1276
9841ZBTB24P27T-EHumanEsophagusESCC3.66e-101.96e-010.1055
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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
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:00022446EsophagusESCChematopoietic progenitor cell differentiation66/8552114/187235.74e-032.13e-0266
GO:00022448ThyroidATChematopoietic progenitor cell differentiation51/6293114/187238.62e-033.28e-0251
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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
∗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
ZBTB24SNVMissense_Mutationc.195G>Cp.Met65Ilep.M65IO43167protein_codingdeleterious(0.04)probably_damaging(0.933)TCGA-A8-A07W-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyexemestaneSD
ZBTB24SNVMissense_Mutationnovelc.2003N>Tp.Ala668Valp.A668VO43167protein_codingtolerated(0.09)benign(0.001)TCGA-A8-A093-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ZBTB24SNVMissense_Mutationnovelc.1300T>Gp.Phe434Valp.F434VO43167protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZBTB24SNVMissense_Mutationc.1676C>Ap.Ser559Tyrp.S559YO43167protein_codingdeleterious(0.01)possibly_damaging(0.656)TCGA-BH-A0DK-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ZBTB24deletionFrame_Shift_Delc.151delCp.His51ThrfsTer14p.H51Tfs*14O43167protein_codingTCGA-BH-A1FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
ZBTB24SNVMissense_Mutationrs541870286c.485G>Ap.Arg162Glnp.R162QO43167protein_codingdeleterious(0.01)probably_damaging(0.978)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZBTB24SNVMissense_Mutationnovelc.767G>Ap.Arg256Glnp.R256QO43167protein_codingdeleterious(0.01)probably_damaging(0.978)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ZBTB24SNVMissense_Mutationrs554644990c.1819N>Ap.Leu607Ilep.L607IO43167protein_codingdeleterious(0.01)possibly_damaging(0.541)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
ZBTB24SNVMissense_Mutationc.842N>Ap.Arg281Lysp.R281KO43167protein_codingtolerated(0.22)benign(0.003)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
ZBTB24SNVMissense_Mutationc.1470N>Ap.Phe490Leup.F490LO43167protein_codingdeleterious(0.03)probably_damaging(0.998)TCGA-CA-6718-01Colorectumcolon 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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