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: BAZ1A

Gene summary for BAZ1A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BAZ1A

Gene ID

11177

Gene namebromodomain adjacent to zinc finger domain 1A
Gene AliasACF1
Cytomap14q13.1-q13.2
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q9NRL2


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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
11177BAZ1ACA_HPV_1HumanCervixCC1.38e-041.10e-010.0264
11177BAZ1ACCI_1HumanCervixCC3.60e-047.75e-010.528
11177BAZ1ACCI_2HumanCervixCC3.79e-091.28e+000.5249
11177BAZ1AT3HumanCervixCC9.99e-031.75e-010.1389
11177BAZ1AAEH-subject1HumanEndometriumAEH2.01e-225.05e-01-0.3059
11177BAZ1AAEH-subject2HumanEndometriumAEH3.91e-112.91e-01-0.2525
11177BAZ1AAEH-subject3HumanEndometriumAEH6.56e-144.45e-01-0.2576
11177BAZ1AAEH-subject4HumanEndometriumAEH5.77e-236.72e-01-0.2657
11177BAZ1AAEH-subject5HumanEndometriumAEH5.84e-165.78e-01-0.2953
11177BAZ1AEEC-subject1HumanEndometriumEEC6.42e-255.84e-01-0.2682
11177BAZ1AEEC-subject2HumanEndometriumEEC6.43e-154.50e-01-0.2607
11177BAZ1AEEC-subject3HumanEndometriumEEC1.34e-112.44e-01-0.2525
11177BAZ1AEEC-subject4HumanEndometriumEEC3.06e-164.58e-01-0.2571
11177BAZ1AGSM5276934HumanEndometriumEEC9.89e-134.42e-01-0.0913
11177BAZ1AGSM5276937HumanEndometriumEEC1.64e-043.34e-01-0.0897
11177BAZ1AGSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC2.63e-221.13e-01-0.1869
11177BAZ1AGSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC5.43e-269.06e-02-0.1875
11177BAZ1AGSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC5.83e-291.03e-01-0.1883
11177BAZ1AGSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC2.30e-202.71e-01-0.1934
11177BAZ1AGSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC2.28e-261.19e-01-0.1917
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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
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:00063257CervixCCchromatin organization78/2311409/187235.40e-058.02e-0478
GO:00062602CervixCCDNA replication48/2311260/187232.70e-031.85e-0248
GO:00063381CervixCCchromatin remodeling45/2311255/187238.33e-034.30e-0245
GO:00063258EndometriumAEHchromatin organization64/2100409/187233.69e-032.52e-0264
GO:000632513EndometriumEECchromatin organization65/2168409/187234.98e-033.14e-0265
GO:000632516EsophagusHGINchromatin organization92/2587409/187231.05e-064.16e-0592
GO:00062604EsophagusESCCDNA replication181/8552260/187233.55e-152.05e-13181
GO:000632517EsophagusESCCchromatin organization240/8552409/187236.52e-081.14e-06240
GO:00062612EsophagusESCCDNA-dependent DNA replication100/8552151/187232.61e-073.94e-06100
GO:00063255LiverNAFLDchromatin organization64/1882409/187232.31e-043.89e-0364
GO:00062601LiverHCCDNA replication146/7958260/187235.68e-067.02e-05146
GO:000632511LiverHCCchromatin organization206/7958409/187237.23e-044.41e-03206
GO:0006261LiverHCCDNA-dependent DNA replication80/7958151/187235.91e-032.44e-0280
GO:00063256LungIACchromatin organization69/2061409/187232.01e-043.53e-0369
GO:000632512LungAISchromatin organization62/1849409/187234.24e-047.29e-0362
GO:00062603Oral cavityOSCCDNA replication159/7305260/187233.25e-131.59e-11159
GO:00062611Oral cavityOSCCDNA-dependent DNA replication84/7305151/187232.46e-052.30e-0484
GO:000632510Oral cavityOSCCchromatin organization190/7305409/187231.17e-035.97e-03190
GO:000626011Oral cavityLPDNA replication97/4623260/187233.67e-067.75e-0597
GO:000632515Oral cavityEOLPchromatin organization84/2218409/187232.68e-078.16e-0684
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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
BAZ1ASNVMissense_Mutationc.3244N>Gp.Met1082Valp.M1082VQ9NRL2protein_codingtolerated(0.29)benign(0.003)TCGA-A8-A076-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
BAZ1ASNVMissense_Mutationc.3839N>Gp.Ser1280Cysp.S1280CQ9NRL2protein_codingdeleterious_low_confidence(0.05)benign(0.237)TCGA-A8-A081-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BAZ1ASNVMissense_Mutationnovelc.3035G>Cp.Ser1012Thrp.S1012TQ9NRL2protein_codingtolerated(0.11)benign(0.021)TCGA-AC-A2FO-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapychemoCR
BAZ1ASNVMissense_Mutationc.3371N>Tp.Ala1124Valp.A1124VQ9NRL2protein_codingdeleterious(0.03)benign(0.138)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BAZ1ASNVMissense_Mutationc.2848N>Cp.Asp950Hisp.D950HQ9NRL2protein_codingtolerated(0.07)possibly_damaging(0.786)TCGA-AN-A0AL-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
BAZ1ASNVMissense_Mutationnovelc.1014G>Tp.Lys338Asnp.K338NQ9NRL2protein_codingdeleterious(0.03)benign(0.101)TCGA-AQ-A54O-01Breastbreast invasive carcinomaMale<65I/IIChemotherapyadriamycinCR
BAZ1ASNVMissense_Mutationc.2362G>Ap.Glu788Lysp.E788KQ9NRL2protein_codingdeleterious(0)possibly_damaging(0.516)TCGA-B6-A0RE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
BAZ1ASNVMissense_Mutationrs750237626c.4169C>Tp.Ser1390Phep.S1390FQ9NRL2protein_codingtolerated_low_confidence(0.06)benign(0)TCGA-BH-A0B4-01Breastbreast invasive carcinomaMale>=65III/IVHormone TherapytamoxiphenSD
BAZ1ASNVMissense_Mutationc.1384N>Cp.Val462Leup.V462LQ9NRL2protein_codingtolerated(0.21)probably_damaging(0.994)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
BAZ1ASNVMissense_Mutationc.1834N>Ap.Glu612Lysp.E612KQ9NRL2protein_codingdeleterious(0.01)probably_damaging(0.986)TCGA-EW-A1PB-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
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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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