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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:PAX5-ZNF521

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: PAX5-ZNF521
FusionPDB ID: 62961
FusionGDB2.0 ID: 62961
HgeneTgene
Gene symbol

PAX5

ZNF521

Gene ID

5079

25925

Gene namepaired box 5zinc finger protein 521
SynonymsALL3|BSAPEHZF|Evi3
Cytomap

9p13.2

18q11.2

Type of geneprotein-codingprotein-coding
Descriptionpaired box protein Pax-5B-cell lineage specific activatorpaired box homeotic gene 5paired domain gene 5transcription factor PAX 5zinc finger protein 521LYST-interacting protein 3early hematopoietic zinc finger protein
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 idsENST00000358127, ENST00000377847, 
ENST00000377852, ENST00000377853, 
ENST00000414447, ENST00000446742, 
ENST00000520281, ENST00000522003, 
ENST00000523145, ENST00000520154, 
ENST00000523241, 
ENST00000538137, 
ENST00000579111, ENST00000584787, 
ENST00000361524, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score15 X 15 X 7=157513 X 10 X 9=1170
# samples 1015
** MAII scorelog2(10/1575*10)=-3.97727992349992
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(15/1170*10)=-2.96347412397489
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: PAX5 [Title/Abstract] AND ZNF521 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: PAX5 [Title/Abstract] AND ZNF521 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)PAX5(36923352)-ZNF521(22807664), # samples:1
Anticipated loss of major functional domain due to fusion event.PAX5-ZNF521 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.
PAX5-ZNF521 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.
PAX5-ZNF521 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.
PAX5-ZNF521 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.
PAX5-ZNF521 seems lost the major protein functional domain in Hgene partner, which is a CGC due to the frame-shifted ORF.
PAX5-ZNF521 seems lost the major protein functional domain in Hgene partner, which is a transcription factor due to the frame-shifted ORF.
PAX5-ZNF521 seems lost the major protein functional domain in Hgene partner, which is a tumor suppressor due to the frame-shifted ORF.
PAX5-ZNF521 seems lost the major protein functional domain in Tgene partner, which is a CGC due to the frame-shifted ORF.
PAX5-ZNF521 seems lost the major protein functional domain in Tgene partner, which is a essential gene due to the frame-shifted ORF.
PAX5-ZNF521 seems lost the major protein functional domain in Tgene partner, which is a transcription factor due to the frame-shifted 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/chr9:36923352/chr18:22807664)
- 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 PAX5 (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 ZNF521 (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)
ENST00000358127PAX5chr936923352-ENST00000361524ZNF521chr1822807664-54879857547001541
ENST00000377852PAX5chr936923352-ENST00000361524ZNF521chr1822807664-54229201046351541
ENST00000377853PAX5chr936923352-ENST00000361524ZNF521chr1822807664-54229201046351541
ENST00000520281PAX5chr936923352-ENST00000361524ZNF521chr1822807664-5283781044961498
ENST00000414447PAX5chr936923352-ENST00000361524ZNF521chr1822807664-5283781044961498
ENST00000446742PAX5chr936923352-ENST00000361524ZNF521chr1822807664-5214712044271475
ENST00000377847PAX5chr936923352-ENST00000361524ZNF521chr1822807664-5412910046251541

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
ENST00000358127ENST00000361524PAX5chr936923352-ZNF521chr1822807664-0.0011666590.99883336
ENST00000377852ENST00000361524PAX5chr936923352-ZNF521chr1822807664-0.0012177470.9987822
ENST00000377853ENST00000361524PAX5chr936923352-ZNF521chr1822807664-0.0012177470.9987822
ENST00000520281ENST00000361524PAX5chr936923352-ZNF521chr1822807664-0.0011427910.99885726
ENST00000414447ENST00000361524PAX5chr936923352-ZNF521chr1822807664-0.0011427910.99885726
ENST00000446742ENST00000361524PAX5chr936923352-ZNF521chr1822807664-0.0013146720.9986853
ENST00000377847ENST00000361524PAX5chr936923352-ZNF521chr1822807664-0.001229190.9987708

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 PAX5-ZNF521

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
PAX5chr936923352ZNF521chr1822807664712235IGSSVPGPQSYPIVTDGVDVEDDPTC
PAX5chr936923352ZNF521chr1822807664781258IGSSVPGPQSYPIVTDGVDVEDDPTC
PAX5chr936923352ZNF521chr1822807664910301IGSSVPGPQSYPIVTDGVDVEDDPTC
PAX5chr936923352ZNF521chr1822807664920301IGSSVPGPQSYPIVTDGVDVEDDPTC
PAX5chr936923352ZNF521chr1822807664985301IGSSVPGPQSYPIVTDGVDVEDDPTC

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Potential FusionNeoAntigen Information of PAX5-ZNF521 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.
PAX5-ZNF521_36923352_22807664.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)
PAX5-ZNF521chr936923352chr1822807664985HLA-A69:01QSYPIVTDGV0.92990.512818

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Potential FusionNeoAntigen Information of PAX5-ZNF521 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.
PAX5-ZNF521_36923352_22807664.msa

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)
PAX5-ZNF521chr936923352chr1822807664985DRB1-0310SYPIVTDGVDVEDDP924
PAX5-ZNF521chr936923352chr1822807664985DRB1-0422SYPIVTDGVDVEDDP924
PAX5-ZNF521chr936923352chr1822807664985DRB1-0467SYPIVTDGVDVEDDP924
PAX5-ZNF521chr936923352chr1822807664985DRB1-1476SYPIVTDGVDVEDDP924
PAX5-ZNF521chr936923352chr1822807664985DRB1-1479SYPIVTDGVDVEDDP924
PAX5-ZNF521chr936923352chr1822807664985DRB4-0104SYPIVTDGVDVEDDP924

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Fusion breakpoint peptide structures of PAX5-ZNF521

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
3030GPQSYPIVTDGVDVPAX5ZNF521chr936923352chr1822807664985

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of PAX5-ZNF521

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-B14:023BVN3030GPQSYPIVTDGVDV-7.9962-8.1096
HLA-B14:023BVN3030GPQSYPIVTDGVDV-5.70842-6.74372
HLA-B52:013W393030GPQSYPIVTDGVDV-6.83737-6.95077
HLA-B52:013W393030GPQSYPIVTDGVDV-4.4836-5.5189
HLA-A11:014UQ23030GPQSYPIVTDGVDV-10.0067-10.1201
HLA-A11:014UQ23030GPQSYPIVTDGVDV-9.03915-10.0745
HLA-A24:025HGA3030GPQSYPIVTDGVDV-6.56204-6.67544
HLA-A24:025HGA3030GPQSYPIVTDGVDV-5.42271-6.45801
HLA-B44:053DX83030GPQSYPIVTDGVDV-7.85648-8.89178
HLA-B44:053DX83030GPQSYPIVTDGVDV-5.3978-5.5112
HLA-A02:016TDR3030GPQSYPIVTDGVDV-3.37154-4.40684

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Vaccine Design for the FusionNeoAntigens of PAX5-ZNF521

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
PAX5-ZNF521chr936923352chr1822807664818QSYPIVTDGVACCCCATTGTGACAGATGGAGTGGATGTTG

check button mRNA and peptide sequences of FusionNeoAntigens that have potential interaction with HLA-IIs.
Fusion geneHchrHbpTchrTbpStart in +/-13AAEnd in +/-13AAFusionNeoAntigen peptideFusionNEoAntigen RNA sequence
PAX5-ZNF521chr936923352chr1822807664924SYPIVTDGVDVEDDPCCATTGTGACAGATGGAGTGGATGTTGAAGATGATCCGACTTGCT

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Information of the samples that have these potential fusion neoantigens of PAX5-ZNF521

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
N/APAX5-ZNF521chr936923352ENST00000358127chr1822807664ENST00000361524DQ845345

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Potential target of CAR-T therapy development for PAX5-ZNF521

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 PAX5-ZNF521

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 PAX5-ZNF521

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
HgenePAX5C0006413Burkitt Lymphoma4ORPHANET
HgenePAX5C1292769Precursor B-cell lymphoblastic leukemia4ORPHANET
HgenePAX5C0023485Precursor B-Cell Lymphoblastic Leukemia-Lymphoma2CTD_human
HgenePAX5C1961102Precursor Cell Lymphoblastic Leukemia Lymphoma2CGI;CTD_human;UNIPROT
HgenePAX5C0023452Childhood Acute Lymphoblastic Leukemia1CTD_human
HgenePAX5C0023453L2 Acute Lymphoblastic Leukemia1CTD_human
HgenePAX5C1535926Neurodevelopmental Disorders1CTD_human