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: ZBTB10

Gene summary for ZBTB10

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZBTB10

Gene ID

65986

Gene namezinc finger and BTB domain containing 10
Gene AliasRINZF
Cytomap8q21.13
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q96DT7


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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
65986ZBTB10P80T-EHumanEsophagusESCC2.60e-041.96e-010.155
65986ZBTB10P83T-EHumanEsophagusESCC3.53e-041.26e-010.1738
65986ZBTB10P84T-EHumanEsophagusESCC6.58e-063.00e-010.0933
65986ZBTB10P107T-EHumanEsophagusESCC6.19e-048.70e-020.171
65986ZBTB10P128T-EHumanEsophagusESCC4.51e-197.65e-010.1241
65986ZBTB10P130T-EHumanEsophagusESCC1.04e-154.27e-010.1676
65986ZBTB10HCC1_MengHumanLiverHCC2.27e-741.43e-010.0246
65986ZBTB10HCC2_MengHumanLiverHCC1.38e-194.05e-020.0107
65986ZBTB10HCC1HumanLiverHCC2.29e-034.15e+000.5336
65986ZBTB10HCC2HumanLiverHCC5.32e-144.13e+000.5341
65986ZBTB10Pt13.bHumanLiverHCC2.37e-193.36e-010.0251
65986ZBTB10S014HumanLiverHCC1.02e-177.88e-010.2254
65986ZBTB10S015HumanLiverHCC9.37e-161.00e+000.2375
65986ZBTB10S016HumanLiverHCC2.66e-176.94e-010.2243
65986ZBTB10S027HumanLiverHCC2.31e-068.22e-010.2446
65986ZBTB10S028HumanLiverHCC8.41e-241.12e+000.2503
65986ZBTB10S029HumanLiverHCC3.48e-158.17e-010.2581
65986ZBTB10RNA-P17T-P17T-2HumanLungIAC1.11e-066.90e-010.3371
65986ZBTB10RNA-P17T-P17T-4HumanLungIAC6.18e-045.21e-010.343
65986ZBTB10RNA-P17T-P17T-8HumanLungIAC2.80e-046.03e-010.3329
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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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
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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
ZBTB10SNVMissense_Mutationnovelc.1237N>Ap.Ala413Thrp.A413TQ96DT7protein_codingtolerated(0.43)possibly_damaging(0.649)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
ZBTB10SNVMissense_Mutationnovelc.2259N>Gp.Asp753Glup.D753EQ96DT7protein_codingtolerated(0.51)benign(0.044)TCGA-A7-A26I-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
ZBTB10SNVMissense_Mutationnovelc.2261N>Ap.Ile754Asnp.I754NQ96DT7protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A7-A26I-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
ZBTB10SNVMissense_Mutationc.739C>Gp.Gln247Glup.Q247EQ96DT7protein_codingdeleterious_low_confidence(0.03)benign(0.003)TCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
ZBTB10SNVMissense_Mutationnovelc.1403N>Cp.Lys468Thrp.K468TQ96DT7protein_codingdeleterious(0.01)probably_damaging(0.994)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZBTB10SNVMissense_Mutationrs747092211c.1160G>Ap.Arg387Hisp.R387HQ96DT7protein_codingdeleterious(0.02)probably_damaging(0.998)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZBTB10SNVMissense_Mutationc.862N>Tp.Pro288Serp.P288SQ96DT7protein_codingtolerated_low_confidence(0.13)benign(0.018)TCGA-BH-A0HK-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ZBTB10SNVMissense_Mutationc.1765N>Gp.Pro589Alap.P589AQ96DT7protein_codingdeleterious(0.05)benign(0.294)TCGA-BH-A0HP-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydoxorubicinSD
ZBTB10SNVMissense_Mutationc.437N>Tp.Ser146Leup.S146LQ96DT7protein_codingtolerated_low_confidence(0.11)benign(0.005)TCGA-BH-A18I-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
ZBTB10SNVMissense_Mutationnovelc.2066N>Tp.Pro689Leup.P689LQ96DT7protein_codingtolerated(0.24)benign(0.058)TCGA-E2-A574-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
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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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