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: BRPF3

Gene summary for BRPF3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BRPF3

Gene ID

27154

Gene namebromodomain and PHD finger containing 3
Gene AliasBRPF3
Cytomap6p21.31
Gene Typeprotein-coding
GO ID

GO:0006260

UniProtAcc

Q9ULD4


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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
27154BRPF3HCC1_MengHumanLiverHCC2.24e-396.25e-020.0246
27154BRPF3HCC2_MengHumanLiverHCC5.65e-082.51e-020.0107
27154BRPF3HCC1HumanLiverHCC1.04e-123.68e+000.5336
27154BRPF3HCC2HumanLiverHCC3.60e-143.53e+000.5341
27154BRPF3S014HumanLiverHCC3.46e-094.04e-010.2254
27154BRPF3S015HumanLiverHCC5.84e-053.78e-010.2375
27154BRPF3S016HumanLiverHCC1.77e-022.49e-010.2243
27154BRPF3S027HumanLiverHCC1.25e-034.61e-010.2446
27154BRPF3S028HumanLiverHCC4.10e-155.41e-010.2503
27154BRPF3S029HumanLiverHCC8.26e-094.76e-010.2581
27154BRPF3male-WTAHumanThyroidPTC1.33e-166.94e-020.1037
27154BRPF3PTC01HumanThyroidPTC2.12e-06-6.38e-020.1899
27154BRPF3PTC04HumanThyroidPTC7.07e-084.21e-020.1927
27154BRPF3PTC05HumanThyroidPTC7.18e-052.27e-010.2065
27154BRPF3PTC06HumanThyroidPTC4.06e-072.35e-010.2057
27154BRPF3PTC07HumanThyroidPTC5.69e-138.93e-020.2044
27154BRPF3ATC12HumanThyroidATC7.23e-04-5.59e-030.34
27154BRPF3ATC13HumanThyroidATC1.38e-377.03e-010.34
27154BRPF3ATC4HumanThyroidATC5.71e-081.57e-020.34
27154BRPF3ATC5HumanThyroidATC2.64e-437.72e-010.34
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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
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:001657021LiverHCChistone modification283/7958463/187232.68e-162.33e-14283
GO:00182052LiverHCCpeptidyl-lysine modification230/7958376/187231.51e-138.32e-12230
GO:00064732LiverHCCprotein acetylation135/7958201/187231.20e-125.92e-11135
GO:00435432LiverHCCprotein acylation157/7958243/187232.40e-121.12e-10157
GO:00183942LiverHCCpeptidyl-lysine acetylation116/7958169/187235.11e-122.23e-10116
GO:00064752LiverHCCinternal protein amino acid acetylation107/7958160/187233.77e-101.23e-08107
GO:00183932LiverHCCinternal peptidyl-lysine acetylation105/7958158/187239.48e-102.90e-08105
GO:00165732LiverHCChistone acetylation101/7958152/187231.99e-095.63e-08101
GO:00062601LiverHCCDNA replication146/7958260/187235.68e-067.02e-05146
GO:00062751LiverHCCregulation of DNA replication60/7958107/187233.15e-031.46e-0260
GO:0043966LiverHCChistone H3 acetylation37/795861/187233.21e-031.48e-0237
GO:001657010ThyroidPTChistone modification235/5968463/187231.17e-171.15e-15235
GO:00064737ThyroidPTCprotein acetylation116/5968201/187233.05e-141.92e-12116
GO:00435437ThyroidPTCprotein acylation134/5968243/187234.22e-142.58e-12134
GO:00182059ThyroidPTCpeptidyl-lysine modification188/5968376/187231.34e-137.09e-12188
GO:00183947ThyroidPTCpeptidyl-lysine acetylation99/5968169/187236.54e-133.08e-1199
GO:00064757ThyroidPTCinternal protein amino acid acetylation92/5968160/187231.80e-117.06e-1092
GO:00183937ThyroidPTCinternal peptidyl-lysine acetylation91/5968158/187232.04e-117.91e-1091
GO:00165737ThyroidPTChistone acetylation88/5968152/187232.97e-111.10e-0988
GO:00062606ThyroidPTCDNA replication114/5968260/187233.09e-052.95e-04114
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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
BRPF3SNVMissense_Mutationc.520N>Cp.Asp174Hisp.D174HQ9ULD4protein_codingdeleterious(0)probably_damaging(0.987)TCGA-A2-A0CX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
BRPF3SNVMissense_Mutationc.2023N>Gp.Phe675Valp.F675VQ9ULD4protein_codingdeleterious(0)probably_damaging(0.942)TCGA-AO-A0JM-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
BRPF3SNVMissense_Mutationc.1903G>Ap.Asp635Asnp.D635NQ9ULD4protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AR-A1AY-01Breastbreast invasive carcinomaFemale>=65I/IIUnspecificDoxorubicinSD
BRPF3SNVMissense_Mutationc.1768N>Cp.Glu590Glnp.E590QQ9ULD4protein_codingtolerated(1)benign(0.001)TCGA-BH-A0BP-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BRPF3SNVMissense_Mutationrs572446431c.2705N>Gp.Asn902Serp.N902SQ9ULD4protein_codingtolerated(1)benign(0)TCGA-BH-A0H3-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
BRPF3SNVMissense_Mutationnovelc.2957G>Ap.Gly986Glup.G986EQ9ULD4protein_codingtolerated(1)benign(0.124)TCGA-OL-A66J-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BRPF3insertionNonsense_Mutationnovelc.2682_2683insATGTTTGGTACATAGGAAACAATAATAAAATAGTAGCTGTTGGTGp.Pro894_Leu895insMetPheGlyThrTerGluThrIleIleLysTerTerLeuLeuValp.P894_L895insMFGT*ETIIK**LLVQ9ULD4protein_codingTCGA-A8-A095-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
BRPF3insertionFrame_Shift_Insnovelc.2773_2774insTCCCCCTTTACCTp.Arg925LeufsTer19p.R925Lfs*19Q9ULD4protein_codingTCGA-B6-A0IB-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
BRPF3insertionFrame_Shift_Insnovelc.2774_2775insTTCTATTCTTTCTGTCTTTAAGTGTTp.Arg926SerfsTer82p.R926Sfs*82Q9ULD4protein_codingTCGA-B6-A0IB-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
BRPF3deletionFrame_Shift_Delc.2421delNp.Asp809MetfsTer51p.D809Mfs*51Q9ULD4protein_codingTCGA-BH-A18G-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
27154BRPF3DRUGGABLE GENOME336446909
27154BRPF3DRUGGABLE GENOME252166774
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