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Center for Computational Systems Medicine
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Fusion Gene and Fusion Protein Summary

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Fusion Amino Acid Sequences (multiple BPs and multiple gene isoforms)

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Fusion Protein Breakpoint Sequences - (for the Screening of the FusionNeoAntigens)

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Potential FusionNeoAntigens in HLA I - (netMHCpan v4.1 + deepHLApan v1.1)

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Potential FusionNeoAntigens in HLA II - (netMHCIIpan v4.1)

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Fusion Breakpoint 14 AA Peptide Structure - (RoseTTAFold)

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D - (Glide)

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Vaccine Design for the FusionNeoAntigens (RNA/protein sequences)

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Potential target of CAR-T therapy development

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Information on the samples that have these potential fusion neoantigens

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Fusion Protein Targeting Drugs - (Manual Curation)

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Fusion Protein Related diseases - (Manual Curation)

Fusion Protein:DUSP7-PBRM1

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: DUSP7-PBRM1
FusionPDB ID: 24509
FusionGDB2.0 ID: 24509
HgeneTgene
Gene symbol

DUSP7

PBRM1

Gene ID

1849

55193

Gene namedual specificity phosphatase 7polybromo 1
SynonymsMKPX|PYST2BAF180|PB1
Cytomap

3p21.2

3p21.1

Type of geneprotein-codingprotein-coding
Descriptiondual specificity protein phosphatase 7dual specificity protein phosphatase PYST2protein polybromo-1BRG1-associated factor 180polybromo-1D
Modification date2020031320200313
UniProtAcc

Q16829

Main function of 5'-partner protein: FUNCTION: Dual specificity protein phosphatase (PubMed:9788880). Shows high activity towards MAPK1/ERK2 (PubMed:9788880). Also has lower activity towards MAPK14 and MAPK8 (PubMed:9788880). In arrested oocytes, plays a role in meiotic resumption (By similarity). Promotes nuclear envelope breakdown and activation of the CDK1/Cyclin-B complex in oocytes, probably by dephosphorylating and inactivating the conventional protein kinase C (cPKC) isozyme PRKCB (By similarity). May also inactivate PRKCA and/or PRKCG (By similarity). Also important in oocytes for normal chromosome alignment on the metaphase plate and progression to anaphase, where it might regulate activity of the spindle-assembly checkpoint (SAC) complex (By similarity). {ECO:0000250|UniProtKB:Q91Z46, ECO:0000269|PubMed:9788880}.
.
Ensembl transtripts involved in fusion geneENST idsENST00000296483, ENST00000495880, 
ENST00000337303, ENST00000409057, 
ENST00000409114, ENST00000409767, 
ENST00000410007, ENST00000296302, 
ENST00000356770, ENST00000394830, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score1 X 1 X 1=110 X 10 X 7=700
# samples 110
** MAII scorelog2(1/1*10)=3.32192809488736log2(10/700*10)=-2.8073549220576
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: DUSP7 [Title/Abstract] AND PBRM1 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: DUSP7 [Title/Abstract] AND PBRM1 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)DUSP7(52087956)-PBRM1(52588895), # samples:2
Anticipated loss of major functional domain due to fusion event.DUSP7-PBRM1 seems lost the major protein functional domain in Hgene partner, which is a CGC by not retaining the major functional domain in the partially deleted in-frame ORF.
DUSP7-PBRM1 seems lost the major protein functional domain in Hgene partner, which is a CGC by not retaining the major functional domain in the partially deleted in-frame ORF.
DUSP7-PBRM1 seems lost the major protein functional domain in Hgene partner, which is a essential gene by not retaining the major functional domain in the partially deleted in-frame ORF.
DUSP7-PBRM1 seems lost the major protein functional domain in Hgene partner, which is a essential gene by not retaining the major functional domain in the partially deleted in-frame ORF.
* DoF score (Degree of Frequency) = # partners X # break points X # cancer types
** MAII score (Major Active Isofusion Index) = log2(# samples/DoF score*10)

check button Gene ontology of each fusion partner gene with evidence of Inferred from Direct Assay (IDA) from Entrez
PartnerGeneGO IDGO termPubMed ID
HgeneDUSP7

GO:0035335

peptidyl-tyrosine dephosphorylation

9788880

HgeneDUSP7

GO:0043407

negative regulation of MAP kinase activity

9788880



check button Four levels of functional features of fusion genes
Go to FGviewer search page for the most frequent breakpoint (https://ccsmweb.uth.edu/FGviewer/chr3:52087956/chr3:52588895)
- FGviewer provides the online visualization of the retention search of the protein functional features across DNA, RNA, protein, and pathological levels.
- How to search
1. Put your fusion gene symbol.
2. Press the tab key until there will be shown the breakpoint information filled.
4. Go down and press 'Search' tab twice.
4. Go down to have the hyperlink of the search result.
5. Click the hyperlink.
6. See the FGviewer result for your fusion gene.
FGviewer

check buttonRetention analysis results of each fusion partner protein across 39 protein features of UniProt such as six molecule processing features, 13 region features, four site features, six amino acid modification features, two natural variation features, five experimental info features, and 3 secondary structure features, are available here.

check buttonFusion gene breakpoints across DUSP7 (5'-gene)
* Click on the image to open the UCSC genome browser with custom track showing this image in a new window.
all structure

check buttonFusion gene breakpoints across PBRM1 (3'-gene)
* Click on the image to open the UCSC genome browser with custom track showing this image in a new window.
all structure


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Fusion Amino Acid Sequences


check buttonFusion information from ORFfinder translation from full-length transcript sequence from FusionPDB.
HenstTenstHgeneHchrHbpHstrandTgeneTchrTbpTstrandSeq length
(transcript)
BP loci
(transcript)
Predicted start
(transcript)
Predicted stop
(transcript)
Seq length
(amino acids)
ENST00000495880DUSP7chr352087956-ENST00000356770PBRM1chr352588895-446411361091752547
ENST00000495880DUSP7chr352087956-ENST00000394830PBRM1chr352588895-197511361091752547
ENST00000495880DUSP7chr352087956-ENST00000296302PBRM1chr352588895-182611361091752547
ENST00000296483DUSP7chr352087956-ENST00000356770PBRM1chr352588895-4359103141647547
ENST00000296483DUSP7chr352087956-ENST00000394830PBRM1chr352588895-1870103141647547
ENST00000296483DUSP7chr352087956-ENST00000296302PBRM1chr352588895-1721103141647547

check buttonDeepORF prediction of the coding potential based on the fusion transcript sequence of in-frame fusion genes. DeepORF is a coding potential classifier based on convolutional neural network by comparing the real Ribo-seq data. If the no-coding score < 0.5 and coding score > 0.5, then the in-frame fusion transcript is predicted as being likely translated.
HenstTenstHgeneHchrHbpHstrandTgeneTchrTbpTstrandNo-coding scoreCoding score
ENST00000495880ENST00000356770DUSP7chr352087956-PBRM1chr352588895-0.0023370370.997663
ENST00000495880ENST00000394830DUSP7chr352087956-PBRM1chr352588895-0.0517346040.94826543
ENST00000495880ENST00000296302DUSP7chr352087956-PBRM1chr352588895-0.0599051340.94009495
ENST00000296483ENST00000356770DUSP7chr352087956-PBRM1chr352588895-0.0023923910.9976076
ENST00000296483ENST00000394830DUSP7chr352087956-PBRM1chr352588895-0.053370870.9466291
ENST00000296483ENST00000296302DUSP7chr352087956-PBRM1chr352588895-0.0606105140.93938947

check button Predicted full-length fusion amino acid sequences. For individual full-length fusion transcript sequence from FusionPDB, we ran ORFfinder and chose the longest ORF among all the predicted ones.

Get the fusion protein sequences from here.

Fusion protein sequence information is available in the fasta format.
>FusionGDB ID_FusionGDB isoform ID_FGname_Hgene_Hchr_Hbp_Henst_Tgene_Tchr_Tbp_Tenst_length(fusion AA) seq_BP

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Fusion Protein Breakpoint Sequences for DUSP7-PBRM1

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
DUSP7chr352087956PBRM1chr3525888951031342NLSQFFPEAISFIGMMGGYPPGLPPL
DUSP7chr352087956PBRM1chr3525888951136342NLSQFFPEAISFIGMMGGYPPGLPPL

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Potential FusionNeoAntigen Information of DUSP7-PBRM1 in HLA I

check button Multiple sequence alignments of the potential FusionNeoAntigens per fusion breakpoints. If the MSA is empty, then it means that there were predicted fusion neoantigens in this fusion breakpoint, but those predicted fusion neoantigens were not across the breakpoint, which is not fusion-specific.
DUSP7-PBRM1_52087956_52588895.msa

check button Potential FusionNeoAntigen Information
* We used NetMHCpan v4.1 (%rank<0.5) and deepHLApan v1.1 (immunogenic score>0.5)
Fusion geneHchrHbpTgeneTchrTbpHLA IFusionNeoAntigen peptideBinding scoreImmunogenic scoreNeoantigen start (at BP 13)Neoantigen end (at BP 13)
DUSP7-PBRM1chr352087956chr3525888951031HLA-A29:10SFIGMMGGY0.99840.5341019
DUSP7-PBRM1chr352087956chr3525888951031HLA-B35:03FPEAISFIGM0.98310.8761515
DUSP7-PBRM1chr352087956chr3525888951031HLA-B35:02FPEAISFIGM0.92930.9008515
DUSP7-PBRM1chr352087956chr3525888951031HLA-B35:04FPEAISFIGM0.92930.9008515
DUSP7-PBRM1chr352087956chr3525888951031HLA-A29:02SFIGMMGGY0.99840.5341019
DUSP7-PBRM1chr352087956chr3525888951031HLA-A29:01SFIGMMGGY0.99840.5341019
DUSP7-PBRM1chr352087956chr3525888951031HLA-B15:21SFIGMMGGY0.89690.95871019
DUSP7-PBRM1chr352087956chr3525888951031HLA-B35:12FPEAISFIGM0.92930.9008515
DUSP7-PBRM1chr352087956chr3525888951031HLA-A25:01EAISFIGMM0.99570.8629716
DUSP7-PBRM1chr352087956chr3525888951031HLA-B35:09FPEAISFIGM0.92930.9008515

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Potential FusionNeoAntigen Information of DUSP7-PBRM1 in HLA II

check button Multiple sequence alignments of the potential FusionNeoAntigens per fusion breakpoints. If the MSA is empty, then it means that there were predicted fusion neoantigens in this fusion breakpoint, but those predicted fusion neoantigens were not across the breakpoint, which is not fusion-specific.

check button Potential FusionNeoAntigen Information
* We used NetMHCIIpan v4.1 (%rank<0.5).
Fusion geneHchrHbpTgeneTchrTbpHLA IIFusionNeoAntigen peptideNeoantigen start (at BP 13)Neoantigen end (at BP 13)

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Fusion breakpoint peptide structures of DUSP7-PBRM1

check button3D structures of the fusion breakpoint peptide of 14AA sequence that have potential fusion neoantigens
* The minimum length of the amino acid sequence in RoseTTAFold is 14AA. Here, we predicted the 14AA fusion protein breakpoint sequence not the fusion neoantigen peptide, which is shorter than 14 AA.
File nameBPseqHgeneTgeneHchrHbpTchrTbpAAlen
6565PEAISFIGMMGGYPDUSP7PBRM1chr352087956chr3525888951031

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of DUSP7-PBRM1

check buttonVirtual screening between 25 HLAs (from PDB) and FusionNeoAntigens
* We used Glide to predict the interaction between HLAs and neoantigens.
HLA allelePDB IDFile nameBPseqDocking scoreGlide score
HLA-B14:023BVN6565PEAISFIGMMGGYP-6.9888-7.1022
HLA-B14:023BVN6565PEAISFIGMMGGYP-3.71338-4.74868
HLA-B52:013W396565PEAISFIGMMGGYP-5.59342-6.62872
HLA-B52:013W396565PEAISFIGMMGGYP-5.47943-5.59283
HLA-A24:025HGA6565PEAISFIGMMGGYP-6.88714-7.00054
HLA-A24:025HGA6565PEAISFIGMMGGYP-6.46973-7.50503
HLA-B44:053DX86565PEAISFIGMMGGYP-6.00524-6.11864
HLA-B44:053DX86565PEAISFIGMMGGYP-5.7663-6.8016

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Vaccine Design for the FusionNeoAntigens of DUSP7-PBRM1

check button mRNA and peptide sequences of FusionNeoAntigens that have potential interaction with HLA-Is.
Fusion geneHchrHbpTchrTbpStart in +/-13AAEnd in +/-13AAFusionNeoAntigen peptide sequenceFusionNeoAntigen RNA sequence
DUSP7-PBRM1chr352087956chr3525888951019SFIGMMGGYGCTTCATTGGCATGATGGGTGGCTATC
DUSP7-PBRM1chr352087956chr352588895515FPEAISFIGMTCCCTGAGGCCATCAGCTTCATTGGCATGA
DUSP7-PBRM1chr352087956chr352588895716EAISFIGMMAGGCCATCAGCTTCATTGGCATGATGG

check button mRNA and peptide sequences of FusionNeoAntigens that have potential interaction with HLA-IIs.
Fusion geneHchrHbpTchrTbpStart in +/-13AAEnd in +/-13AAFusionNeoAntigen peptideFusionNEoAntigen RNA sequence

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Information of the samples that have these potential fusion neoantigens of DUSP7-PBRM1

check button These samples were reported as having these fusion breakpoints. For individual breakpoints, we checked the open reading frames considering multiple gene isoforms and chose the in-frame fusion genes only. Then, we made fusion protein sequences and predicted the fusion neoantigens. These fusion-positive samples may have these potential fusion neoantigens.
Cancer typeFusion geneHchrHbpHenstTchrTbpTenstSample
BRCADUSP7-PBRM1chr352087956ENST00000296483chr352588895ENST00000296302TCGA-D8-A140-01A

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Potential target of CAR-T therapy development for DUSP7-PBRM1

check button Predicted 3D structure. We used RoseTTAFold.

check buttonRetention analysis result of each fusion partner protein across 39 protein features of UniProt such as six molecule processing features, 13 region features, four site features, six amino acid modification features, two natural variation features, five experimental info features, and 3 secondary structure features. Here, to provide the retention of the transmembrane domain, we only show the protein feature retention information of those transmembrane features


* Minus value of BPloci means that the break point is located before the CDS.
- In-frame and retained 'Transmembrane'.
PartnerGeneHbpTbpENSTStrandBPexonTotalExonProtein feature loci*BPlociTotalLenProtein featureProtein feature note

check button Subcellular localization prediction of the transmembrane domain retained fusion proteins
* We used DeepLoc 1.0. The order of the X-axis of the barplot is as follows: Entry_ID, Localization, Type, Nucleus, Cytoplasm, Extracellular, Mitochondrion, Cell_membrane, Endoplasmic_reticulum, Plastid, Golgi.apparatus, Lysosome.Vacuole, Peroxisome. Y-axis is the output score of DeepLoc. Clicking the image will open a new tab with a large image.
HgeneHchrHbpHenstTgeneTchrTbpTenstDeepLoc result

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Related Drugs to DUSP7-PBRM1

check button Drugs used for this fusion-positive patient.
(Manual curation of PubMed, 04-30-2022 + MyCancerGenome)
HgeneTgeneDrugSourcePMID

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Related Diseases to DUSP7-PBRM1

check button Diseases that have this fusion gene.
(Manual curation of PubMed, 04-30-2022 + MyCancerGenome)
HgeneTgeneDiseaseSourcePMID

check button Diseases associated with fusion partners.
(DisGeNet 4.0)
PartnerGeneDisease IDDisease name# pubmedsSource