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: BRWD3

Gene summary for BRWD3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BRWD3

Gene ID

254065

Gene namebromodomain and WD repeat domain containing 3
Gene AliasBRODL
CytomapXq21.1
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q6RI45


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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
254065BRWD3HCC1_MengHumanLiverHCC6.07e-225.89e-020.0246
254065BRWD3HCC2_MengHumanLiverHCC1.00e-181.90e-010.0107
254065BRWD3HCC1HumanLiverHCC4.06e-043.30e+000.5336
254065BRWD3HCC2HumanLiverHCC7.55e-142.97e+000.5341
254065BRWD3S014HumanLiverHCC1.06e-042.88e-010.2254
254065BRWD3S027HumanLiverHCC2.66e-056.54e-010.2446
254065BRWD3S028HumanLiverHCC1.84e-063.93e-010.2503
254065BRWD3S029HumanLiverHCC3.86e-053.30e-010.2581
254065BRWD3RNA-P17T-P17T-4HumanLungIAC3.62e-024.55e-010.343
254065BRWD3RNA-P17T-P17T-6HumanLungIAC1.65e-055.46e-010.3385
254065BRWD3RNA-P17T-P17T-8HumanLungIAC3.32e-045.56e-010.3329
254065BRWD3RNA-P25T1-P25T1-4HumanLungAIS3.19e-054.04e-01-0.2119
254065BRWD3RNA-P6T2-P6T2-2HumanLungIAC2.06e-042.39e-01-0.0132
254065BRWD3RNA-P6T2-P6T2-3HumanLungIAC4.91e-083.26e-01-0.013
254065BRWD3RNA-P6T2-P6T2-4HumanLungIAC3.44e-022.55e-01-0.0121
254065BRWD3HTA12-15-2HumanPancreasPDAC2.48e-022.69e-010.2315
254065BRWD3HTA12-23-1HumanPancreasPDAC1.47e-025.41e-010.3405
254065BRWD3HTA12-26-1HumanPancreasPDAC6.36e-126.05e-010.3728
254065BRWD3HTA12-29-1HumanPancreasPDAC2.24e-163.94e-010.3722
254065BRWD3male-WTAHumanThyroidPTC8.47e-066.97e-020.1037
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:002260422LiverHCCregulation of cell morphogenesis188/7958309/187234.84e-111.82e-09188
GO:000836022LiverHCCregulation of cell shape92/7958154/187231.15e-051.31e-0492
GO:00226048LungIACregulation of cell morphogenesis74/2061309/187236.31e-111.70e-0874
GO:00083607LungIACregulation of cell shape37/2061154/187233.35e-061.42e-0437
GO:002260413LungAISregulation of cell morphogenesis65/1849309/187232.97e-095.09e-0765
GO:000836013LungAISregulation of cell shape32/1849154/187233.75e-051.14e-0332
GO:0022604112ThyroidPTCregulation of cell morphogenesis165/5968309/187232.60e-151.82e-13165
GO:0008360111ThyroidPTCregulation of cell shape86/5968154/187236.22e-101.95e-0886
GO:002260429ThyroidATCregulation of cell morphogenesis171/6293309/187232.36e-151.70e-13171
GO:000836026ThyroidATCregulation of cell shape91/6293154/187237.33e-112.31e-0991
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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
BRWD3SNVMissense_Mutationnovelc.1059N>Cp.Glu353Aspp.E353DQ6RI45protein_codingdeleterious(0.01)possibly_damaging(0.477)TCGA-A7-A4SA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
BRWD3SNVMissense_Mutationc.5097N>Tp.Arg1699Serp.R1699SQ6RI45protein_codingtolerated_low_confidence(0.08)possibly_damaging(0.879)TCGA-A8-A08T-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
BRWD3SNVMissense_Mutationc.980N>Ap.Ser327Asnp.S327NQ6RI45protein_codingdeleterious(0.04)probably_damaging(0.967)TCGA-A8-A09W-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
BRWD3SNVMissense_Mutationrs774748578c.1151N>Cp.Arg384Prop.R384PQ6RI45protein_codingdeleterious(0)probably_damaging(0.988)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
BRWD3SNVMissense_Mutationnovelc.5359A>Gp.Lys1787Glup.K1787EQ6RI45protein_codingdeleterious_low_confidence(0)benign(0.264)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BRWD3SNVMissense_Mutationc.919C>Tp.Arg307Cysp.R307CQ6RI45protein_codingdeleterious(0.03)probably_damaging(0.943)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BRWD3SNVMissense_Mutationc.2351G>Tp.Arg784Leup.R784LQ6RI45protein_codingtolerated(0.1)benign(0.003)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
BRWD3SNVMissense_Mutationc.1489N>Tp.Arg497Trpp.R497WQ6RI45protein_codingtolerated(0.06)possibly_damaging(0.881)TCGA-BH-A0HK-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
BRWD3SNVMissense_Mutationc.1771N>Cp.Asp591Hisp.D591HQ6RI45protein_codingdeleterious(0)probably_damaging(0.996)TCGA-BH-A18P-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
BRWD3SNVMissense_Mutationnovelc.2360N>Ap.Arg787Hisp.R787HQ6RI45protein_codingdeleterious(0.03)benign(0.022)TCGA-BH-A8FY-01Breastbreast invasive carcinomaFemale>=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
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