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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:PRDM2-PEX14

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: PRDM2-PEX14
FusionPDB ID: 68446
FusionGDB2.0 ID: 68446
HgeneTgene
Gene symbol

PRDM2

PEX14

Gene ID

7799

5195

Gene namePR/SET domain 2peroxisomal biogenesis factor 14
SynonymsHUMHOXY1|KMT8|KMT8A|MTB-ZF|RIZ|RIZ1|RIZ2NAPP2|PBD13A|Pex14p|dJ734G22.2
Cytomap

1p36.21

1p36.22

Type of geneprotein-codingprotein-coding
DescriptionPR domain zinc finger protein 2GATA-3 binding protein G3BMTE-binding proteinPR domain 2PR domain containing 2, with ZNF domainPR domain-containing protein 2lysine N-methyltransferase 8retinoblastoma protein-binding zinc finger proteinretinoblastomperoxisomal membrane protein PEX14NF-E2 associated polypeptide 2PTS1 receptor docking proteinperoxin-14peroxisomal membrane anchor protein PEX14peroxisomal membrane anchor protein Pex14p
Modification date2020031320200313
UniProtAcc..
Ensembl transtripts involved in fusion geneENST idsENST00000502727, ENST00000235372, 
ENST00000311066, ENST00000376048, 
ENST00000343137, ENST00000413440, 
ENST00000503842, ENST00000505823, 
ENST00000356607, ENST00000538836, 
ENST00000492696, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score8 X 4 X 5=16013 X 10 X 7=910
# samples 713
** MAII scorelog2(7/160*10)=-1.1926450779424
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(13/910*10)=-2.8073549220576
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: PRDM2 [Title/Abstract] AND PEX14 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: PRDM2 [Title/Abstract] AND PEX14 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)PRDM2(14075982)-PEX14(10659294), # samples:1
Anticipated loss of major functional domain due to fusion event.PRDM2-PEX14 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.
PRDM2-PEX14 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.
PRDM2-PEX14 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.
PRDM2-PEX14 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
HgenePRDM2

GO:0045944

positive regulation of transcription by RNA polymerase II

8654390

TgenePEX14

GO:0016561

protein import into peroxisome matrix, translocation

21525035

TgenePEX14

GO:0032091

negative regulation of protein binding

21976670

TgenePEX14

GO:0034453

microtubule anchoring

21525035

TgenePEX14

GO:0036250

peroxisome transport along microtubule

21525035

TgenePEX14

GO:0043433

negative regulation of DNA-binding transcription factor activity

11863372

TgenePEX14

GO:0044721

protein import into peroxisome matrix, substrate release

21976670

TgenePEX14

GO:0045892

negative regulation of transcription, DNA-templated

11863372

TgenePEX14

GO:0065003

protein-containing complex assembly

21525035



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/chr1:14075982/chr1:10659294)
- 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 PRDM2 (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 PEX14 (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)
ENST00000376048PRDM2chr114075982+ENST00000356607PEX14chr110659294+23736371201601493
ENST00000311066PRDM2chr114075982+ENST00000356607PEX14chr110659294+310313678502331493
ENST00000235372PRDM2chr114075982+ENST00000356607PEX14chr110659294+310313678502331493

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
ENST00000376048ENST00000356607PRDM2chr114075982+PEX14chr110659294+0.0048753620.99512464
ENST00000311066ENST00000356607PRDM2chr114075982+PEX14chr110659294+0.0020384270.99796164
ENST00000235372ENST00000356607PRDM2chr114075982+PEX14chr110659294+0.0020384270.99796164

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 PRDM2-PEX14

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
PRDM2chr114075982PEX14chr1106592941367172SARSKRSSPKSRKGLTDEEIDMAFQQ
PRDM2chr114075982PEX14chr110659294637172SARSKRSSPKSRKGLTDEEIDMAFQQ

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Potential FusionNeoAntigen Information of PRDM2-PEX14 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.
PRDM2-PEX14_14075982_10659294.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)
PRDM2-PEX14chr114075982chr1106592941367HLA-C01:17SSPKSRKGL0.32830.9172615
PRDM2-PEX14chr114075982chr1106592941367HLA-C01:30SSPKSRKGL0.17140.9496615
PRDM2-PEX14chr114075982chr1106592941367HLA-B08:12SPKSRKGL0.79020.5719715
PRDM2-PEX14chr114075982chr1106592941367HLA-C01:02SSPKSRKGL0.3620.918615
PRDM2-PEX14chr114075982chr1106592941367HLA-C01:03SSPKSRKGL0.17560.8647615
PRDM2-PEX14chr114075982chr1106592941367HLA-B27:06KRSSPKSRKGL0.99860.5971415
PRDM2-PEX14chr114075982chr1106592941367HLA-B27:09KRSSPKSRKGL0.99720.6809415

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Potential FusionNeoAntigen Information of PRDM2-PEX14 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.
PRDM2-PEX14_14075982_10659294.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)
PRDM2-PEX14chr114075982chr1106592941367DRB4-0101RKGLTDEEIDMAFQQ1126
PRDM2-PEX14chr114075982chr1106592941367DRB4-0101SRKGLTDEEIDMAFQ1025
PRDM2-PEX14chr114075982chr1106592941367DRB4-0101KSRKGLTDEEIDMAF924
PRDM2-PEX14chr114075982chr1106592941367DRB4-0103RKGLTDEEIDMAFQQ1126
PRDM2-PEX14chr114075982chr1106592941367DRB4-0103SRKGLTDEEIDMAFQ1025
PRDM2-PEX14chr114075982chr1106592941367DRB4-0103KSRKGLTDEEIDMAF924
PRDM2-PEX14chr114075982chr1106592941367DRB4-0104RKGLTDEEIDMAFQQ1126
PRDM2-PEX14chr114075982chr1106592941367DRB4-0104SRKGLTDEEIDMAFQ1025
PRDM2-PEX14chr114075982chr1106592941367DRB4-0104KSRKGLTDEEIDMAF924
PRDM2-PEX14chr114075982chr1106592941367DRB4-0106RKGLTDEEIDMAFQQ1126
PRDM2-PEX14chr114075982chr1106592941367DRB4-0106SRKGLTDEEIDMAFQ1025
PRDM2-PEX14chr114075982chr1106592941367DRB4-0106KSRKGLTDEEIDMAF924
PRDM2-PEX14chr114075982chr1106592941367DRB4-0107RKGLTDEEIDMAFQQ1126
PRDM2-PEX14chr114075982chr1106592941367DRB4-0107SRKGLTDEEIDMAFQ1025
PRDM2-PEX14chr114075982chr1106592941367DRB4-0107KSRKGLTDEEIDMAF924
PRDM2-PEX14chr114075982chr1106592941367DRB4-0108RKGLTDEEIDMAFQQ1126
PRDM2-PEX14chr114075982chr1106592941367DRB4-0108SRKGLTDEEIDMAFQ1025
PRDM2-PEX14chr114075982chr1106592941367DRB4-0108KSRKGLTDEEIDMAF924

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Fusion breakpoint peptide structures of PRDM2-PEX14

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
9034SSPKSRKGLTDEEIPRDM2PEX14chr114075982chr1106592941367

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of PRDM2-PEX14

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-A03:012XPG9034SSPKSRKGLTDEEI-7.65106-7.76446
HLA-B14:023BVN9034SSPKSRKGLTDEEI-5.76428-5.87768
HLA-B14:023BVN9034SSPKSRKGLTDEEI-2.76387-3.79917
HLA-B52:013W399034SSPKSRKGLTDEEI-5.87179-5.98519
HLA-B52:013W399034SSPKSRKGLTDEEI-5.7285-6.7638
HLA-B18:014JQV9034SSPKSRKGLTDEEI-5.02546-6.06076
HLA-B18:014JQV9034SSPKSRKGLTDEEI-0.0534619-0.166862
HLA-A11:014UQ29034SSPKSRKGLTDEEI-10.2872-10.4006
HLA-A11:014UQ29034SSPKSRKGLTDEEI-9.12398-10.1593
HLA-A24:025HGA9034SSPKSRKGLTDEEI-6.93011-7.04351
HLA-A24:025HGA9034SSPKSRKGLTDEEI-5.61278-6.64808
HLA-B27:056PYJ9034SSPKSRKGLTDEEI-6.91093-7.02433
HLA-B27:056PYJ9034SSPKSRKGLTDEEI-0.302917-1.33822
HLA-B27:036PZ59034SSPKSRKGLTDEEI-5.36517-6.40047
HLA-B44:053DX89034SSPKSRKGLTDEEI-5.48795-5.60135
HLA-B44:053DX89034SSPKSRKGLTDEEI-2.6006-3.6359
HLA-A02:016TDR9034SSPKSRKGLTDEEI0.311392-0.723908

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Vaccine Design for the FusionNeoAntigens of PRDM2-PEX14

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
PRDM2-PEX14chr114075982chr110659294415KRSSPKSRKGLAGCGGAGCTCCCCCAAGAGCCGGAAAGGGCTGA
PRDM2-PEX14chr114075982chr110659294615SSPKSRKGLGCTCCCCCAAGAGCCGGAAAGGGCTGA
PRDM2-PEX14chr114075982chr110659294715SPKSRKGLCCCCCAAGAGCCGGAAAGGGCTGA

check button mRNA and peptide sequences of FusionNeoAntigens that have potential interaction with HLA-IIs.
Fusion geneHchrHbpTchrTbpStart in +/-13AAEnd in +/-13AAFusionNeoAntigen peptideFusionNEoAntigen RNA sequence
PRDM2-PEX14chr114075982chr1106592941025SRKGLTDEEIDMAFQGCCGGAAAGGGCTGACAGATGAAGAGATTGATATGGCCTTCCAGC
PRDM2-PEX14chr114075982chr1106592941126RKGLTDEEIDMAFQQGGAAAGGGCTGACAGATGAAGAGATTGATATGGCCTTCCAGCAGT
PRDM2-PEX14chr114075982chr110659294924KSRKGLTDEEIDMAFAGAGCCGGAAAGGGCTGACAGATGAAGAGATTGATATGGCCTTCC

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Information of the samples that have these potential fusion neoantigens of PRDM2-PEX14

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
THCAPRDM2-PEX14chr114075982ENST00000235372chr110659294ENST00000356607TCGA-ET-A3BS

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Potential target of CAR-T therapy development for PRDM2-PEX14

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 PRDM2-PEX14

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 PRDM2-PEX14

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