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: BRD1

Gene summary for BRD1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BRD1

Gene ID

23774

Gene namebromodomain containing 1
Gene AliasBRL
Cytomap22q13.33
Gene Typeprotein-coding
GO ID

GO:0002262

UniProtAcc

A0A024R4V5


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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
23774BRD1male-WTAHumanThyroidPTC2.99e-211.33e-010.1037
23774BRD1PTC01HumanThyroidPTC4.45e-02-9.52e-030.1899
23774BRD1PTC04HumanThyroidPTC3.18e-112.53e-010.1927
23774BRD1PTC05HumanThyroidPTC2.19e-174.10e-010.2065
23774BRD1PTC06HumanThyroidPTC6.35e-305.92e-010.2057
23774BRD1PTC07HumanThyroidPTC1.64e-345.20e-010.2044
23774BRD1ATC12HumanThyroidATC4.76e-077.78e-020.34
23774BRD1ATC13HumanThyroidATC6.09e-325.61e-010.34
23774BRD1ATC2HumanThyroidATC9.16e-117.10e-010.34
23774BRD1ATC3HumanThyroidATC2.31e-021.49e-010.338
23774BRD1ATC4HumanThyroidATC2.41e-081.25e-010.34
23774BRD1ATC5HumanThyroidATC4.92e-346.17e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:001003814BreastIDCresponse to metal ion65/1434373/187232.95e-103.42e-0865
GO:005507613BreastIDCtransition metal ion homeostasis23/1434138/187233.20e-044.79e-0323
GO:004691612BreastIDCcellular transition metal ion homeostasis20/1434115/187234.35e-045.90e-0320
GO:0010039BreastIDCresponse to iron ion8/143432/187232.32e-032.10e-028
GO:000682611BreastIDCiron ion transport11/143458/187234.10e-033.25e-0211
GO:005507212BreastIDCiron ion homeostasis14/143485/187234.98e-033.77e-0214
GO:001003824BreastDCISresponse to metal ion65/1390373/187238.03e-119.88e-0965
GO:005507622BreastDCIStransition metal ion homeostasis23/1390138/187232.04e-043.27e-0323
GO:004691621BreastDCIScellular transition metal ion homeostasis20/1390115/187232.91e-044.27e-0320
GO:00100391BreastDCISresponse to iron ion8/139032/187231.90e-031.81e-028
GO:000682621BreastDCISiron ion transport11/139058/187233.23e-032.73e-0211
GO:005507221BreastDCISiron ion homeostasis14/139085/187233.78e-033.03e-0214
GO:0043112ColorectumADreceptor metabolic process62/3918166/187238.18e-072.85e-0562
GO:0072583ColorectumADclathrin-dependent endocytosis24/391847/187234.60e-061.22e-0424
GO:0006898ColorectumADreceptor-mediated endocytosis76/3918244/187231.07e-041.59e-0376
GO:0072665ColorectumADprotein localization to vacuole27/391867/187232.40e-043.04e-0327
GO:0061462ColorectumADprotein localization to lysosome19/391846/187231.36e-031.19e-0219
GO:0007369ColorectumADgastrulation53/3918185/187237.60e-034.60e-0253
GO:0031623ColorectumADreceptor internalization35/3918113/187237.72e-034.66e-0235
GO:00431121ColorectumMSSreceptor metabolic process57/3467166/187238.47e-072.97e-0557
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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
BRD1SNVMissense_Mutationc.808G>Ap.Asp270Asnp.D270NO95696protein_codingdeleterious(0.03)benign(0.062)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BRD1SNVMissense_Mutationc.1426N>Ap.Ala476Thrp.A476TO95696protein_codingdeleterious(0.01)benign(0.234)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
BRD1SNVMissense_Mutationc.928N>Ap.Glu310Lysp.E310KO95696protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BH-A28Q-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
BRD1deletionFrame_Shift_Delnovelc.1587delGp.His530ThrfsTer9p.H530Tfs*9O95696protein_codingTCGA-E2-A1LK-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownPD
BRD1SNVMissense_Mutationrs773212689c.3526N>Tp.Arg1176Cysp.R1176CO95696protein_codingdeleterious(0)possibly_damaging(0.812)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
BRD1SNVMissense_Mutationc.643N>Ap.Ala215Thrp.A215TO95696protein_codingdeleterious(0)probably_damaging(0.999)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
BRD1SNVMissense_Mutationnovelc.28N>Tp.Gly10Cysp.G10CO95696protein_codingtolerated(0.08)possibly_damaging(0.497)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
BRD1SNVMissense_Mutationc.2020N>Ap.Gly674Serp.G674SO95696protein_codingdeleterious(0.02)probably_damaging(1)TCGA-C5-A1MI-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
BRD1SNVMissense_Mutationc.964N>Tp.Arg322Trpp.R322WO95696protein_codingdeleterious(0)probably_damaging(1)TCGA-C5-A1MJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
BRD1SNVMissense_Mutationc.646N>Ap.Val216Metp.V216MO95696protein_codingdeleterious(0)probably_damaging(1)TCGA-EK-A2RJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
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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
23774BRD1ENZYMEinhibitor252166774
23774BRD1ENZYMEinhibitor336446910
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