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: BAZ2A

Gene summary for BAZ2A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BAZ2A

Gene ID

11176

Gene namebromodomain adjacent to zinc finger domain 2A
Gene AliasTIP5
Cytomap12q13.3
Gene Typeprotein-coding
GO ID

GO:0000183

UniProtAcc

F8VU39


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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
11176BAZ2AC43HumanOral cavityOSCC6.46e-194.47e-010.1704
11176BAZ2AC46HumanOral cavityOSCC9.25e-184.06e-010.1673
11176BAZ2AC51HumanOral cavityOSCC5.34e-207.37e-010.2674
11176BAZ2AC57HumanOral cavityOSCC8.14e-184.80e-010.1679
11176BAZ2AC06HumanOral cavityOSCC7.39e-049.06e-010.2699
11176BAZ2AC08HumanOral cavityOSCC5.39e-225.24e-010.1919
11176BAZ2AC09HumanOral cavityOSCC4.57e-083.78e-010.1431
11176BAZ2ALN22HumanOral cavityOSCC2.84e-057.15e-010.1733
11176BAZ2ALN46HumanOral cavityOSCC1.25e-073.34e-010.1666
11176BAZ2ALP15HumanOral cavityLP3.83e-046.11e-010.2174
11176BAZ2ALP17HumanOral cavityLP8.62e-035.52e-010.2349
11176BAZ2AEOLP-1HumanOral cavityEOLP3.49e-041.53e-01-0.0202
11176BAZ2ANEOLP-2HumanOral cavityNEOLP7.27e-041.71e-01-0.0196
11176BAZ2ASYSMH1HumanOral cavityOSCC1.32e-154.99e-010.1127
11176BAZ2ASYSMH2HumanOral cavityOSCC1.22e-164.57e-010.2326
11176BAZ2ASYSMH3HumanOral cavityOSCC5.23e-195.84e-010.2442
11176BAZ2ASYSMH5HumanOral cavityOSCC2.89e-029.58e-020.0647
11176BAZ2ASYSMH6HumanOral cavityOSCC6.48e-051.64e-010.1275
11176BAZ2A047563_1562-all-cellsHumanProstateBPH1.53e-031.31e-020.0791
11176BAZ2ADong_P1HumanProstateTumor4.06e-221.12e-010.035
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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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:001657015EsophagusESCChistone modification323/8552463/187232.61e-267.88e-24323
GO:00434143EsophagusESCCmacromolecule methylation199/8552316/187233.44e-109.57e-09199
GO:000699713EsophagusESCCnucleus organization96/8552133/187234.66e-101.21e-0896
GO:00322592EsophagusESCCmethylation222/8552364/187232.26e-095.09e-08222
GO:000632517EsophagusESCCchromatin organization240/8552409/187236.52e-081.14e-06240
GO:00356015EsophagusESCCprotein deacylation79/8552112/187238.30e-081.42e-0679
GO:00400295EsophagusESCCregulation of gene expression, epigenetic74/8552105/187232.24e-073.42e-0674
GO:00987325EsophagusESCCmacromolecule deacylation80/8552116/187233.19e-074.50e-0680
GO:00165754EsophagusESCChistone deacetylation60/855282/187233.85e-075.32e-0660
GO:00064765EsophagusESCCprotein deacetylation70/8552101/187231.29e-061.58e-0570
GO:000635211EsophagusESCCDNA-templated transcription, initiation86/8552130/187231.88e-062.19e-0586
GO:00063602EsophagusESCCtranscription by RNA polymerase I42/855255/187233.41e-063.78e-0542
GO:00708973EsophagusESCCtranscription preinitiation complex assembly30/855236/187233.60e-063.95e-0530
GO:00708281EsophagusESCCheterochromatin organization31/855246/187232.42e-031.06e-0231
GO:00063611EsophagusESCCtranscription initiation from RNA polymerase I promoter11/855213/187234.76e-031.85e-0211
GO:0045814EsophagusESCCnegative regulation of gene expression, epigenetic32/855250/187236.90e-032.52e-0232
GO:0006304EsophagusESCCDNA modification68/8552120/187239.95e-033.42e-0268
GO:00165703LiverNAFLDhistone modification90/1882463/187235.74e-101.28e-0790
GO:00063255LiverNAFLDchromatin organization64/1882409/187232.31e-043.89e-0364
GO:0043414LiverNAFLDmacromolecule methylation47/1882316/187234.08e-033.41e-0247
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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
BAZ2ASNVMissense_Mutationrs573868102c.4711N>Ap.Glu1571Lysp.E1571KQ9UIF9protein_codingdeleterious(0.01)possibly_damaging(0.812)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
BAZ2ASNVMissense_Mutationnovelc.656C>Ap.Ala219Glup.A219EQ9UIF9protein_codingdeleterious(0.01)benign(0.06)TCGA-A2-A0T4-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyfemaraSD
BAZ2ASNVMissense_Mutationrs759726101c.5479N>Tp.Val1827Leup.V1827LQ9UIF9protein_codingdeleterious(0)probably_damaging(0.942)TCGA-A7-A13F-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
BAZ2ASNVMissense_Mutationc.4906N>Ap.Glu1636Lysp.E1636KQ9UIF9protein_codingdeleterious(0.01)possibly_damaging(0.867)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
BAZ2ASNVMissense_Mutationrs200742397c.5366N>Ap.Arg1789Glnp.R1789QQ9UIF9protein_codingdeleterious(0)possibly_damaging(0.875)TCGA-B6-A0IK-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
BAZ2ASNVMissense_Mutationrs781722269c.2376G>Cp.Lys792Asnp.K792NQ9UIF9protein_codingdeleterious(0.04)benign(0.109)TCGA-C8-A273-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
BAZ2ASNVMissense_Mutationrs781722269c.2376G>Cp.Lys792Asnp.K792NQ9UIF9protein_codingdeleterious(0.04)benign(0.109)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
BAZ2ASNVMissense_Mutationrs781722269c.2376N>Cp.Lys792Asnp.K792NQ9UIF9protein_codingdeleterious(0.04)benign(0.109)TCGA-D8-A1JD-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
BAZ2ASNVMissense_Mutationc.859N>Ap.Gln287Lysp.Q287KQ9UIF9protein_codingtolerated(0.55)possibly_damaging(0.9)TCGA-D8-A1JK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BAZ2ASNVMissense_Mutationrs560947120c.3068N>Ap.Arg1023Glnp.R1023QQ9UIF9protein_codingdeleterious(0.01)probably_damaging(0.988)TCGA-E2-A1L6-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
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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
11176BAZ2AENZYMEinhibitor252166772
11176BAZ2AENZYMEinhibitor249565913
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