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: BRD3

Gene summary for BRD3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BRD3

Gene ID

8019

Gene namebromodomain containing 3
Gene AliasORFX
Cytomap9q34.2
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

A0A024R8H6


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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
8019BRD3LZE2THumanEsophagusESCC1.80e-033.71e-010.082
8019BRD3LZE4THumanEsophagusESCC2.02e-124.04e-010.0811
8019BRD3LZE5THumanEsophagusESCC5.58e-052.95e-010.0514
8019BRD3LZE7THumanEsophagusESCC3.44e-054.70e-010.0667
8019BRD3LZE8THumanEsophagusESCC8.39e-061.92e-010.067
8019BRD3LZE20THumanEsophagusESCC2.11e-194.57e-010.0662
8019BRD3LZE24THumanEsophagusESCC7.81e-246.66e-010.0596
8019BRD3LZE6THumanEsophagusESCC4.64e-042.46e-010.0845
8019BRD3P1T-EHumanEsophagusESCC5.85e-144.46e-010.0875
8019BRD3P2T-EHumanEsophagusESCC3.36e-591.10e+000.1177
8019BRD3P4T-EHumanEsophagusESCC6.85e-224.19e-010.1323
8019BRD3P5T-EHumanEsophagusESCC1.59e-152.28e-010.1327
8019BRD3P8T-EHumanEsophagusESCC3.72e-408.46e-010.0889
8019BRD3P9T-EHumanEsophagusESCC6.62e-183.74e-010.1131
8019BRD3P10T-EHumanEsophagusESCC1.62e-286.97e-010.116
8019BRD3P11T-EHumanEsophagusESCC3.45e-156.53e-010.1426
8019BRD3P12T-EHumanEsophagusESCC1.06e-275.47e-010.1122
8019BRD3P15T-EHumanEsophagusESCC2.21e-265.96e-010.1149
8019BRD3P16T-EHumanEsophagusESCC7.77e-234.46e-010.1153
8019BRD3P17T-EHumanEsophagusESCC2.74e-063.75e-010.1278
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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:000632517EsophagusESCCchromatin organization240/8552409/187236.52e-081.14e-06240
GO:000632511LiverHCCchromatin organization206/7958409/187237.23e-044.41e-03206
GO:000632510Oral cavityOSCCchromatin organization190/7305409/187231.17e-035.97e-03190
GO:000632514ProstateTumorchromatin organization104/3246409/187232.02e-052.62e-04104
GO:000632519SkincSCCchromatin organization147/4864409/187234.41e-066.52e-05147
GO:000632520ThyroidPTCchromatin organization183/5968409/187232.55e-085.70e-07183
GO:0006325110ThyroidATCchromatin organization189/6293409/187236.40e-081.13e-06189
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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
BRD3SNVMissense_Mutationrs745362189c.1525N>Cp.Glu509Glnp.E509QQ15059protein_codingtolerated(0.16)benign(0.031)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
BRD3SNVMissense_Mutationnovelc.250N>Tp.Gly84Trpp.G84WQ15059protein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A0G0-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
BRD3SNVMissense_Mutationc.68N>Tp.Pro23Leup.P23LQ15059protein_codingdeleterious(0.02)benign(0.293)TCGA-D8-A1X6-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenSD
BRD3insertionFrame_Shift_Insnovelc.247_248insCTAAAAATACAAAAAAATTAGCCAGGp.Met83ThrfsTer17p.M83Tfs*17Q15059protein_codingTCGA-AN-A0G0-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
BRD3deletionFrame_Shift_Delrs763134487c.71delNp.Pro24ArgfsTer24p.P24Rfs*24Q15059protein_codingTCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
BRD3SNVMissense_Mutationnovelc.2003N>Cp.Leu668Prop.L668PQ15059protein_codingdeleterious(0)probably_damaging(0.997)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
BRD3SNVMissense_Mutationc.985N>Ap.Ala329Thrp.A329TQ15059protein_codingdeleterious(0.01)possibly_damaging(0.45)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
BRD3SNVMissense_Mutationnovelc.1756C>Tp.Arg586Trpp.R586WQ15059protein_codingdeleterious(0)probably_damaging(0.978)TCGA-AA-3845-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
BRD3SNVMissense_Mutationc.946N>Ap.Asp316Asnp.D316NQ15059protein_codingtolerated(1)benign(0)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
BRD3SNVMissense_Mutationnovelc.124N>Gp.Met42Valp.M42VQ15059protein_codingdeleterious(0)probably_damaging(0.959)TCGA-AZ-6601-01Colorectumcolon 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
8019BRD3ENZYME, DRUGGABLE GENOME, CLINICALLY ACTIONABLE, KINASE, SERINE THREONINE KINASE, TRANSCRIPTION FACTORABBV-744ABBV-744
8019BRD3ENZYME, DRUGGABLE GENOME, CLINICALLY ACTIONABLE, KINASE, SERINE THREONINE KINASE, TRANSCRIPTION FACTORALPRAZOLAMALPRAZOLAM22137933
8019BRD3ENZYME, DRUGGABLE GENOME, CLINICALLY ACTIONABLE, KINASE, SERINE THREONINE KINASE, TRANSCRIPTION FACTORPMID26924192-Compound-102
8019BRD3ENZYME, DRUGGABLE GENOME, CLINICALLY ACTIONABLE, KINASE, SERINE THREONINE KINASE, TRANSCRIPTION FACTORESTAZOLAMESTAZOLAM22137933
8019BRD3ENZYME, DRUGGABLE GENOME, CLINICALLY ACTIONABLE, KINASE, SERINE THREONINE KINASE, TRANSCRIPTION FACTORinhibitor252827533
8019BRD3ENZYME, DRUGGABLE GENOME, CLINICALLY ACTIONABLE, KINASE, SERINE THREONINE KINASE, TRANSCRIPTION FACTORPMID26924192-Compound-104
8019BRD3ENZYME, DRUGGABLE GENOME, CLINICALLY ACTIONABLE, KINASE, SERINE THREONINE KINASE, TRANSCRIPTION FACTORPyrrolo-pyrrolone derivative 1
8019BRD3ENZYME, DRUGGABLE GENOME, CLINICALLY ACTIONABLE, KINASE, SERINE THREONINE KINASE, TRANSCRIPTION FACTORinhibitor187051822
8019BRD3ENZYME, DRUGGABLE GENOME, CLINICALLY ACTIONABLE, KINASE, SERINE THREONINE KINASE, TRANSCRIPTION FACTORL-655708CHEMBL5203022137933
8019BRD3ENZYME, DRUGGABLE GENOME, CLINICALLY ACTIONABLE, KINASE, SERINE THREONINE KINASE, TRANSCRIPTION FACTORinhibitor404859011
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