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: BAZ1B

Gene summary for BAZ1B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BAZ1B

Gene ID

9031

Gene namebromodomain adjacent to zinc finger domain 1B
Gene AliasWBSCR10
Cytomap7q11.23
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q9UIG0


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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
9031BAZ1BDong_P1HumanProstateTumor4.05e-124.14e-020.035
9031BAZ1BDong_P3HumanProstateTumor7.95e-046.70e-020.0278
9031BAZ1BDong_P5HumanProstateTumor1.38e-271.76e-010.053
9031BAZ1BGSM5353216_PA_PB1A_Pool_1_3_S50_L002HumanProstateTumor4.70e-026.46e-010.159
9031BAZ1BGSM5353221_PA_PB2A_Pool_1_3_S25_L001HumanProstateTumor1.16e-096.89e-010.1633
9031BAZ1BGSM5353222_PA_PB2B_Pool_1_3_S52_L002HumanProstateTumor3.22e-096.37e-010.1608
9031BAZ1BGSM5353223_PA_PB2B_Pool_2_S26_L001HumanProstateTumor8.82e-076.64e-010.1604
9031BAZ1BGSM5353224_PA_PR5186_Pool_1_2_3_S27_L001HumanProstateTumor1.34e-045.69e-010.1621
9031BAZ1BGSM5353225_PA_PR5196-1_Pool_1_2_3_S53_L002HumanProstateTumor9.13e-035.64e-010.1619
9031BAZ1BGSM5353227_PA_PR5199-193K_Pool_1_2_3_S55_L002HumanProstateTumor7.11e-127.38e-010.1602
9031BAZ1BGSM5353232_PA_PR5249_T1_S3_L001HumanProstateTumor1.27e-035.33e-010.1439
9031BAZ1BGSM5353236_PA_PR5251_T1_S7_L001HumanProstateTumor4.98e-087.52e-010.1608
9031BAZ1BGSM5353237_PA_PR5251_T2_S8_L001HumanProstateTumor2.49e-037.43e-010.1622
9031BAZ1BGSM5353240_PA_PR5254_T1_S15_L001HumanProstateTumor8.24e-136.13e-010.1575
9031BAZ1BGSM5353243_PA_PR5261_T1_S23_L002HumanProstateTumor1.65e-084.50e-010.1545
9031BAZ1BGSM5353244_PA_PR5261_T2_S24_L002HumanProstateTumor2.43e-126.45e-010.1569
9031BAZ1BP1_S1_AKHumanSkinAK2.72e-063.06e-01-0.3399
9031BAZ1BP4_S8_cSCCHumanSkincSCC7.60e-031.10e-01-0.3095
9031BAZ1BP5_S10_cSCCHumanSkincSCC8.18e-183.60e-01-0.299
9031BAZ1BP1_cSCCHumanSkincSCC1.98e-095.51e-010.0292
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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:000632517EsophagusESCCchromatin organization240/8552409/187236.52e-081.14e-06240
GO:00182124EsophagusESCCpeptidyl-tyrosine modification202/8552378/187231.34e-036.39e-03202
GO:00181084EsophagusESCCpeptidyl-tyrosine phosphorylation200/8552375/187231.60e-037.45e-03200
GO:00165721EsophagusESCChistone phosphorylation27/855239/187232.52e-031.08e-0227
GO:001657011LiverCirrhotichistone modification154/4634463/187231.92e-052.57e-04154
GO:001657021LiverHCChistone modification283/7958463/187232.68e-162.33e-14283
GO:000632511LiverHCCchromatin organization206/7958409/187237.23e-044.41e-03206
GO:00165707Oral cavityOSCChistone modification270/7305463/187231.59e-171.50e-15270
GO:00182123Oral cavityOSCCpeptidyl-tyrosine modification180/7305378/187233.63e-042.22e-03180
GO:00181083Oral cavityOSCCpeptidyl-tyrosine phosphorylation177/7305375/187236.86e-043.83e-03177
GO:000632510Oral cavityOSCCchromatin organization190/7305409/187231.17e-035.97e-03190
GO:0016572Oral cavityOSCChistone phosphorylation24/730539/187233.64e-031.51e-0224
GO:001657023Oral cavityEOLPhistone modification98/2218463/187235.58e-092.96e-0798
GO:000632515Oral cavityEOLPchromatin organization84/2218409/187232.68e-078.16e-0684
GO:00182121Oral cavityEOLPpeptidyl-tyrosine modification65/2218378/187231.25e-039.02e-0365
GO:00181081Oral cavityEOLPpeptidyl-tyrosine phosphorylation64/2218375/187231.65e-031.09e-0264
GO:00063383Oral cavityEOLPchromatin remodeling46/2218255/187232.34e-031.44e-0246
GO:001657031Oral cavityNEOLPhistone modification88/2005463/187235.59e-082.23e-0688
GO:000632521Oral cavityNEOLPchromatin organization70/2005409/187234.97e-056.83e-0470
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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
BAZ1BSNVMissense_Mutationnovelc.3566N>Gp.Val1189Glyp.V1189GQ9UIG0protein_codingdeleterious(0)probably_damaging(0.998)TCGA-5L-AAT0-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
BAZ1BSNVMissense_Mutationc.3100N>Gp.Leu1034Valp.L1034VQ9UIG0protein_codingtolerated(0.19)probably_damaging(0.991)TCGA-A1-A0SI-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
BAZ1BSNVMissense_Mutationrs782432522c.1270C>Tp.Pro424Serp.P424SQ9UIG0protein_codingtolerated(0.34)benign(0.031)TCGA-A2-A0CX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
BAZ1BSNVMissense_Mutationnovelc.1814N>Ap.Thr605Lysp.T605KQ9UIG0protein_codingdeleterious(0.05)possibly_damaging(0.829)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
BAZ1BSNVMissense_Mutationc.2584N>Ap.Glu862Lysp.E862KQ9UIG0protein_codingtolerated(0.39)benign(0.015)TCGA-A8-A06Q-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
BAZ1BSNVMissense_Mutationc.1556G>Ap.Arg519Glnp.R519QQ9UIG0protein_codingtolerated(0.57)benign(0.009)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BAZ1BSNVMissense_Mutationc.1476N>Tp.Arg492Serp.R492SQ9UIG0protein_codingdeleterious(0.02)benign(0.01)TCGA-AN-A0AS-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
BAZ1BSNVMissense_Mutationc.146N>Ap.Ile49Asnp.I49NQ9UIG0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BH-A0AY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
BAZ1BSNVMissense_Mutationnovelc.2438A>Gp.Asn813Serp.N813SQ9UIG0protein_codingtolerated(0.71)benign(0.018)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
BAZ1BSNVMissense_Mutationc.784T>Gp.Leu262Valp.L262VQ9UIG0protein_codingtolerated(0.16)probably_damaging(0.991)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
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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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