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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:SHB-PAX5

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: SHB-PAX5
FusionPDB ID: 81628
FusionGDB2.0 ID: 81628
HgeneTgene
Gene symbol

SHB

PAX5

Gene ID

6461

5079

Gene nameSH2 domain containing adaptor protein Bpaired box 5
SynonymsbA3J10.2ALL3|BSAP
Cytomap

9p13.1

9p13.2

Type of geneprotein-codingprotein-coding
DescriptionSH2 domain-containing adapter protein BSHB (Src homology 2 domain containing) adaptor protein BSHB adaptor protein (a Src homology 2 protein)Src homology 2 domain containing adaptor protein Bpaired box protein Pax-5B-cell lineage specific activatorpaired box homeotic gene 5paired domain gene 5transcription factor PAX 5
Modification date2020031320200313
UniProtAcc.

Q02548

Main function of 5'-partner protein: FUNCTION: Transcription factor that plays an essential role in commitment of lymphoid progenitors to the B-lymphocyte lineage (PubMed:10811620, PubMed:27181361). Fulfills a dual role by repressing B-lineage inappropriate genes and simultaneously activating B-lineage-specific genes (PubMed:10811620, PubMed:27181361). In turn, regulates cell adhesion and migration, induces V(H)-to-D(H)J(H) recombination, facilitates pre-B-cell receptor signaling and promotes development to the mature B-cell stage (PubMed:32612238). Repression of the cohesin-release factor WAPL causes global changes of the chromosomal architecture in pro-B cells to facilitate the generation of a diverse antibody repertoire (PubMed:32612238). {ECO:0000269|PubMed:10811620, ECO:0000269|PubMed:27181361, ECO:0000269|PubMed:32612238}.; FUNCTION: (Microbial infection) Plays an essential role in the maintenance of Epstein-Barr virus genome copy number within the host cell by promoting EBNA1/oriP-dependent binding and transcription (PubMed:31941781). Participates also in the inhibition of lytic EBV reactivation by modulating viral BZLF1 activity (PubMed:23678172). {ECO:0000269|PubMed:23678172, ECO:0000269|PubMed:31941781}.
Ensembl transtripts involved in fusion geneENST idsENST00000377700, ENST00000377707, 
ENST00000377847, ENST00000414447, 
ENST00000446742, ENST00000520281, 
ENST00000522003, ENST00000523145, 
ENST00000358127, ENST00000377852, 
ENST00000377853, ENST00000520154, 
ENST00000523241, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score15 X 10 X 8=12008 X 7 X 6=336
# samples 199
** MAII scorelog2(19/1200*10)=-2.65896308216493
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(9/336*10)=-1.90046432644909
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: SHB [Title/Abstract] AND PAX5 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: SHB [Title/Abstract] AND PAX5 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)SHB(38016008)-PAX5(37020798), # samples:2
Anticipated loss of major functional domain due to fusion event.SHB-PAX5 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.
SHB-PAX5 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.
SHB-PAX5 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.
SHB-PAX5 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


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/chr9:38016008/chr9:37020798)
- 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 SHB (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 PAX5 (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)
ENST00000377707SHBchr938016008-ENST00000358127PAX5chr937020798-981914045002533677
ENST00000377707SHBchr938016008-ENST00000523241PAX5chr937020798-269014045002332610
ENST00000377707SHBchr938016008-ENST00000520154PAX5chr937020798-260314045002245581
ENST00000377707SHBchr938016008-ENST00000377852PAX5chr937020798-282014045002431643
ENST00000377707SHBchr938016008-ENST00000377853PAX5chr937020798-283514045002446648
ENST00000377700SHBchr938016008-ENST00000358127PAX5chr937020798-982114065022535677
ENST00000377700SHBchr938016008-ENST00000523241PAX5chr937020798-269214065022334610
ENST00000377700SHBchr938016008-ENST00000520154PAX5chr937020798-260514065022247581
ENST00000377700SHBchr938016008-ENST00000377852PAX5chr937020798-282214065022433643
ENST00000377700SHBchr938016008-ENST00000377853PAX5chr937020798-283714065022448648
ENST00000377707SHBchr938016007-ENST00000358127PAX5chr937020798-981914045002533677
ENST00000377707SHBchr938016007-ENST00000523241PAX5chr937020798-269014045002332610
ENST00000377707SHBchr938016007-ENST00000520154PAX5chr937020798-260314045002245581
ENST00000377707SHBchr938016007-ENST00000377852PAX5chr937020798-282014045002431643
ENST00000377707SHBchr938016007-ENST00000377853PAX5chr937020798-283514045002446648
ENST00000377700SHBchr938016007-ENST00000358127PAX5chr937020798-982114065022535677
ENST00000377700SHBchr938016007-ENST00000523241PAX5chr937020798-269214065022334610
ENST00000377700SHBchr938016007-ENST00000520154PAX5chr937020798-260514065022247581
ENST00000377700SHBchr938016007-ENST00000377852PAX5chr937020798-282214065022433643
ENST00000377700SHBchr938016007-ENST00000377853PAX5chr937020798-283714065022448648
ENST00000377707SHBchr938016007-ENST00000358127PAX5chr937020797-981914045002533677
ENST00000377707SHBchr938016007-ENST00000523241PAX5chr937020797-269014045002332610
ENST00000377707SHBchr938016007-ENST00000520154PAX5chr937020797-260314045002245581
ENST00000377707SHBchr938016007-ENST00000377852PAX5chr937020797-282014045002431643
ENST00000377707SHBchr938016007-ENST00000377853PAX5chr937020797-283514045002446648
ENST00000377700SHBchr938016007-ENST00000358127PAX5chr937020797-982114065022535677
ENST00000377700SHBchr938016007-ENST00000523241PAX5chr937020797-269214065022334610
ENST00000377700SHBchr938016007-ENST00000520154PAX5chr937020797-260514065022247581
ENST00000377700SHBchr938016007-ENST00000377852PAX5chr937020797-282214065022433643
ENST00000377700SHBchr938016007-ENST00000377853PAX5chr937020797-283714065022448648

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
ENST00000377707ENST00000358127SHBchr938016008-PAX5chr937020798-0.0100635360.9899365
ENST00000377707ENST00000523241SHBchr938016008-PAX5chr937020798-0.0449508020.9550492
ENST00000377707ENST00000520154SHBchr938016008-PAX5chr937020798-0.039204760.9607952
ENST00000377707ENST00000377852SHBchr938016008-PAX5chr937020798-0.0312739870.968726
ENST00000377707ENST00000377853SHBchr938016008-PAX5chr937020798-0.033940130.96605986
ENST00000377700ENST00000358127SHBchr938016008-PAX5chr937020798-0.0100444180.98995554
ENST00000377700ENST00000523241SHBchr938016008-PAX5chr937020798-0.0446980330.955302
ENST00000377700ENST00000520154SHBchr938016008-PAX5chr937020798-0.039070970.96092904
ENST00000377700ENST00000377852SHBchr938016008-PAX5chr937020798-0.0311197560.9688803
ENST00000377700ENST00000377853SHBchr938016008-PAX5chr937020798-0.033771010.966229
ENST00000377707ENST00000358127SHBchr938016007-PAX5chr937020798-0.0100635360.9899365
ENST00000377707ENST00000523241SHBchr938016007-PAX5chr937020798-0.0449508020.9550492
ENST00000377707ENST00000520154SHBchr938016007-PAX5chr937020798-0.039204760.9607952
ENST00000377707ENST00000377852SHBchr938016007-PAX5chr937020798-0.0312739870.968726
ENST00000377707ENST00000377853SHBchr938016007-PAX5chr937020798-0.033940130.96605986
ENST00000377700ENST00000358127SHBchr938016007-PAX5chr937020798-0.0100444180.98995554
ENST00000377700ENST00000523241SHBchr938016007-PAX5chr937020798-0.0446980330.955302
ENST00000377700ENST00000520154SHBchr938016007-PAX5chr937020798-0.039070970.96092904
ENST00000377700ENST00000377852SHBchr938016007-PAX5chr937020798-0.0311197560.9688803
ENST00000377700ENST00000377853SHBchr938016007-PAX5chr937020798-0.033771010.966229
ENST00000377707ENST00000358127SHBchr938016007-PAX5chr937020797-0.0100635360.9899365
ENST00000377707ENST00000523241SHBchr938016007-PAX5chr937020797-0.0449508020.9550492
ENST00000377707ENST00000520154SHBchr938016007-PAX5chr937020797-0.039204760.9607952
ENST00000377707ENST00000377852SHBchr938016007-PAX5chr937020797-0.0312739870.968726
ENST00000377707ENST00000377853SHBchr938016007-PAX5chr937020797-0.033940130.96605986
ENST00000377700ENST00000358127SHBchr938016007-PAX5chr937020797-0.0100444180.98995554
ENST00000377700ENST00000523241SHBchr938016007-PAX5chr937020797-0.0446980330.955302
ENST00000377700ENST00000520154SHBchr938016007-PAX5chr937020797-0.039070970.96092904
ENST00000377700ENST00000377852SHBchr938016007-PAX5chr937020797-0.0311197560.9688803
ENST00000377700ENST00000377853SHBchr938016007-PAX5chr937020797-0.033771010.966229

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 SHB-PAX5

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

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Potential FusionNeoAntigen Information of SHB-PAX5 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.

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)

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Potential FusionNeoAntigen Information of SHB-PAX5 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 SHB-PAX5

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.

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of SHB-PAX5

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

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Vaccine Design for the FusionNeoAntigens of SHB-PAX5

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

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 SHB-PAX5

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

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Potential target of CAR-T therapy development for SHB-PAX5

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 SHB-PAX5

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 SHB-PAX5

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
TgenePAX5C0006413Burkitt Lymphoma4ORPHANET
TgenePAX5C1292769Precursor B-cell lymphoblastic leukemia4ORPHANET
TgenePAX5C0023485Precursor B-Cell Lymphoblastic Leukemia-Lymphoma2CTD_human
TgenePAX5C1961102Precursor Cell Lymphoblastic Leukemia Lymphoma2CGI;CTD_human;UNIPROT
TgenePAX5C0023452Childhood Acute Lymphoblastic Leukemia1CTD_human
TgenePAX5C0023453L2 Acute Lymphoblastic Leukemia1CTD_human
TgenePAX5C1535926Neurodevelopmental Disorders1CTD_human