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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:PGM1-FOXJ3

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: PGM1-FOXJ3
FusionPDB ID: 64623
FusionGDB2.0 ID: 64623
HgeneTgene
Gene symbol

PGM1

FOXJ3

Gene ID

5236

22887

Gene namephosphoglucomutase 1forkhead box J3
SynonymsCDG1T|GSD14-
Cytomap

1p31.3

1p34.2

Type of geneprotein-codingprotein-coding
Descriptionphosphoglucomutase-1PGM 1glucose phosphomutase 1forkhead box protein J3
Modification date2020031320200313
UniProtAcc.

Q9UPW0

Main function of 5'-partner protein: FUNCTION: Transcriptional activator of MEF2C involved in the regulation of adult muscle fiber type identity and skeletal muscle regeneration (By similarity). Plays an important role in spermatogenesis (By similarity). Required for the survival of spermatogonia and participates in spermatocyte meiosis (By similarity). {ECO:0000250|UniProtKB:Q8BUR3}.
Ensembl transtripts involved in fusion geneENST idsENST00000371084, ENST00000371083, 
ENST00000483707, ENST00000540265, 
ENST00000372571, ENST00000361346, 
ENST00000361776, ENST00000372572, 
ENST00000372573, ENST00000545068, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score6 X 5 X 5=1509 X 7 X 4=252
# samples 68
** MAII scorelog2(6/150*10)=-1.32192809488736
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(8/252*10)=-1.65535182861255
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: PGM1 [Title/Abstract] AND FOXJ3 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: PGM1 [Title/Abstract] AND FOXJ3 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)FOXJ3(42664773)-PGM1(64095096), # samples:2
PGM1(64059405)-FOXJ3(42660735), # samples:1
Anticipated loss of major functional domain due to fusion event.PGM1-FOXJ3 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.
PGM1-FOXJ3 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.
FOXJ3-PGM1 seems lost the major protein functional domain in Hgene partner, which is a essential gene due to the frame-shifted ORF.
FOXJ3-PGM1 seems lost the major protein functional domain in Hgene partner, which is a transcription factor due to the frame-shifted ORF.
FOXJ3-PGM1 seems lost the major protein functional domain in Tgene partner, which is a cell metabolism gene 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
HgenePGM1

GO:0006006

glucose metabolic process

25288802

TgeneFOXJ3

GO:0045944

positive regulation of transcription by RNA polymerase II

22740631



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/chr1:42664773/chr1:64095096)
- 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 PGM1 (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 FOXJ3 (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)
ENST00000371084PGM1chr164059405+ENST00000372572FOXJ3chr142660735-4740459541568504
ENST00000371084PGM1chr164059405+ENST00000372573FOXJ3chr142660735-4740459541568504
ENST00000371084PGM1chr164059405+ENST00000361346FOXJ3chr142660735-4734459541568504
ENST00000371084PGM1chr164059405+ENST00000361776FOXJ3chr142660735-4734459541568504
ENST00000371084PGM1chr164059405+ENST00000545068FOXJ3chr142660735-4730459541568504

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
ENST00000371084ENST00000372572PGM1chr164059405+FOXJ3chr142660735-0.0050077350.9949923
ENST00000371084ENST00000372573PGM1chr164059405+FOXJ3chr142660735-0.0050077350.9949923
ENST00000371084ENST00000361346PGM1chr164059405+FOXJ3chr142660735-0.0050856890.9949143
ENST00000371084ENST00000361776PGM1chr164059405+FOXJ3chr142660735-0.0050856890.9949143
ENST00000371084ENST00000545068PGM1chr164059405+FOXJ3chr142660735-0.0050546360.99494535

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 PGM1-FOXJ3

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
PGM1chr164059405FOXJ3chr142660735459135AIQLIARIAAANGVTSHPESVSQSLT

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Potential FusionNeoAntigen Information of PGM1-FOXJ3 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.
PGM1-FOXJ3_64059405_42660735.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)
PGM1-FOXJ3chr164059405chr142660735459HLA-B27:04ARIAAANGV0.99940.6545514
PGM1-FOXJ3chr164059405chr142660735459HLA-B27:07ARIAAANGV0.99890.5317514
PGM1-FOXJ3chr164059405chr142660735459HLA-A02:21GVTSHPESV0.83680.63761221
PGM1-FOXJ3chr164059405chr142660735459HLA-B27:14ARIAAANGV0.99930.6693514
PGM1-FOXJ3chr164059405chr142660735459HLA-B27:08ARIAAANGV0.99930.6017514
PGM1-FOXJ3chr164059405chr142660735459HLA-B27:09ARIAAANGV0.9990.678514
PGM1-FOXJ3chr164059405chr142660735459HLA-B27:06ARIAAANGV0.9990.6706514
PGM1-FOXJ3chr164059405chr142660735459HLA-A02:06GVTSHPESV0.83680.63761221
PGM1-FOXJ3chr164059405chr142660735459HLA-A02:03GVTSHPESV0.83540.54651221

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Potential FusionNeoAntigen Information of PGM1-FOXJ3 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.
PGM1-FOXJ3_64059405_42660735.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)
PGM1-FOXJ3chr164059405chr142660735459DRB1-0102IARIAAANGVTSHPE419

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Fusion breakpoint peptide structures of PGM1-FOXJ3

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
7926RIAAANGVTSHPESPGM1FOXJ3chr164059405chr142660735459

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of PGM1-FOXJ3

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-B14:023BVN7926RIAAANGVTSHPES-6.73316-6.85256
HLA-B14:023BVN7926RIAAANGVTSHPES-5.18372-6.22502
HLA-B52:013W397926RIAAANGVTSHPES-7.13025-8.17155
HLA-B52:013W397926RIAAANGVTSHPES-6.86422-6.98362
HLA-A24:025HGA7926RIAAANGVTSHPES-6.81438-6.93378
HLA-A24:025HGA7926RIAAANGVTSHPES-6.00064-7.04194
HLA-B27:056PYJ7926RIAAANGVTSHPES-5.12416-6.16546
HLA-B44:053DX87926RIAAANGVTSHPES-6.05577-6.17517
HLA-B44:053DX87926RIAAANGVTSHPES-5.8156-6.8569
HLA-A02:016TDR7926RIAAANGVTSHPES-6.6937-6.8131

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Vaccine Design for the FusionNeoAntigens of PGM1-FOXJ3

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
PGM1-FOXJ3chr164059405chr1426607351221GVTSHPESVGGGGTGACAAGCCATCCAGAATCAGTC
PGM1-FOXJ3chr164059405chr142660735514ARIAAANGVGCTCGCATCGCTGCCGCCAACGGGGTG

check button mRNA and peptide sequences of FusionNeoAntigens that have potential interaction with HLA-IIs.
Fusion geneHchrHbpTchrTbpStart in +/-13AAEnd in +/-13AAFusionNeoAntigen peptideFusionNEoAntigen RNA sequence
PGM1-FOXJ3chr164059405chr142660735419IARIAAANGVTSHPEATCGCTCGCATCGCTGCCGCCAACGGGGTGACAAGCCATCCAGAA

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Information of the samples that have these potential fusion neoantigens of PGM1-FOXJ3

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
OVPGM1-FOXJ3chr164059405ENST00000371084chr142660735ENST00000361346TCGA-30-1891-01A

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Potential target of CAR-T therapy development for PGM1-FOXJ3

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 PGM1-FOXJ3

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 PGM1-FOXJ3

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