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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:PDIA3-SF3B1

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: PDIA3-SF3B1
FusionPDB ID: 63894
FusionGDB2.0 ID: 63894
HgeneTgene
Gene symbol

PDIA3

SF3B1

Gene ID

2923

23451

Gene nameprotein disulfide isomerase family A member 3splicing factor 3b subunit 1
SynonymsER60|ERp57|ERp60|ERp61|GRP57|GRP58|HEL-S-269|HEL-S-93n|HsT17083|P58|PI-PLCHsh155|MDS|PRP10|PRPF10|SAP155|SF3b155
Cytomap

15q15.3

2q33.1

Type of geneprotein-codingprotein-coding
Descriptionprotein disulfide-isomerase A358 kDa glucose-regulated protein58 kDa microsomal proteinER protein 57ER protein 60disulfide isomerase ER-60endoplasmic reticulum P58endoplasmic reticulum resident protein 57endoplasmic reticulum resident protein 60esplicing factor 3B subunit 1pre-mRNA processing 10pre-mRNA splicing factor SF3b, 155 kDa subunitspliceosome-associated protein 155splicing factor 3b, subunit 1, 155kDa
Modification date2020031320200329
UniProtAcc..
Ensembl transtripts involved in fusion geneENST idsENST00000300289, ENST00000538521, 
ENST00000469684, 
ENST00000409915, 
ENST00000414963, ENST00000462613, 
ENST00000487698, ENST00000335508, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score13 X 14 X 5=9106 X 8 X 4=192
# samples 169
** MAII scorelog2(16/910*10)=-2.5077946401987
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(9/192*10)=-1.09310940439148
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: PDIA3 [Title/Abstract] AND SF3B1 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: PDIA3 [Title/Abstract] AND SF3B1 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)PDIA3(44059108)-SF3B1(198257912), # samples:1
Anticipated loss of major functional domain due to fusion event.PDIA3-SF3B1 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.
PDIA3-SF3B1 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.
PDIA3-SF3B1 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.
PDIA3-SF3B1 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
TgeneSF3B1

GO:0000398

mRNA splicing, via spliceosome

11252167|28781166|29360106



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/chr15:44059108/chr2:198257912)
- 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 PDIA3 (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 SF3B1 (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)
ENST00000300289PDIA3chr1544059108+ENST00000335508SF3B1chr2198257912-4071117671551514
ENST00000538521PDIA3chr1544059108+ENST00000335508SF3B1chr2198257912-418512902171665482

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
ENST00000300289ENST00000335508PDIA3chr1544059108+SF3B1chr2198257912-0.0001297530.9998702
ENST00000538521ENST00000335508PDIA3chr1544059108+SF3B1chr2198257912-0.0003839860.999616

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 PDIA3-SF3B1

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
PDIA3chr1544059108SF3B1chr21982579121176390AKGEKFVMQEEFSDLVHRQTASAVVQ
PDIA3chr1544059108SF3B1chr21982579121290358AKGEKFVMQEEFSDLVHRQTASAVVQ

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Potential FusionNeoAntigen Information of PDIA3-SF3B1 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.
PDIA3-SF3B1_44059108_198257912.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)
PDIA3-SF3B1chr1544059108chr21982579121176HLA-B18:01EEFSDLVH0.9990.8296917
PDIA3-SF3B1chr1544059108chr21982579121176HLA-B41:01SDLVHRQTA0.93340.86811221
PDIA3-SF3B1chr1544059108chr21982579121176HLA-C08:15FSDLVHRQT0.99240.97511120
PDIA3-SF3B1chr1544059108chr21982579121176HLA-B40:06SDLVHRQTA0.98860.89641221
PDIA3-SF3B1chr1544059108chr21982579121176HLA-C08:13FSDLVHRQT0.83050.94911120
PDIA3-SF3B1chr1544059108chr21982579121176HLA-C08:04FSDLVHRQT0.83050.94911120
PDIA3-SF3B1chr1544059108chr21982579121176HLA-C08:03FSDLVHRQT0.36260.97881120
PDIA3-SF3B1chr1544059108chr21982579121176HLA-B18:05EEFSDLVH0.9990.8296917
PDIA3-SF3B1chr1544059108chr21982579121176HLA-B18:06EEFSDLVH0.99890.8364917
PDIA3-SF3B1chr1544059108chr21982579121176HLA-B18:11EEFSDLVH0.99810.7311917
PDIA3-SF3B1chr1544059108chr21982579121176HLA-C08:02FSDLVHRQT0.99240.97511120
PDIA3-SF3B1chr1544059108chr21982579121176HLA-B18:06EEFSDLVHR0.95920.8841918
PDIA3-SF3B1chr1544059108chr21982579121176HLA-C08:01FSDLVHRQT0.36260.97881120

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Potential FusionNeoAntigen Information of PDIA3-SF3B1 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 PDIA3-SF3B1

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
10123VMQEEFSDLVHRQTPDIA3SF3B1chr1544059108chr21982579121176

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of PDIA3-SF3B1

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-B14:023BVN10123VMQEEFSDLVHRQT-7.9962-8.1096
HLA-B14:023BVN10123VMQEEFSDLVHRQT-5.70842-6.74372
HLA-B52:013W3910123VMQEEFSDLVHRQT-6.83737-6.95077
HLA-B52:013W3910123VMQEEFSDLVHRQT-4.4836-5.5189
HLA-A11:014UQ210123VMQEEFSDLVHRQT-10.0067-10.1201
HLA-A11:014UQ210123VMQEEFSDLVHRQT-9.03915-10.0745
HLA-A24:025HGA10123VMQEEFSDLVHRQT-6.56204-6.67544
HLA-A24:025HGA10123VMQEEFSDLVHRQT-5.42271-6.45801
HLA-B44:053DX810123VMQEEFSDLVHRQT-7.85648-8.89178
HLA-B44:053DX810123VMQEEFSDLVHRQT-5.3978-5.5112
HLA-B35:011A1N10123VMQEEFSDLVHRQT-6.27422-6.38762
HLA-B35:011A1N10123VMQEEFSDLVHRQT-5.27424-6.30954
HLA-A02:016TDR10123VMQEEFSDLVHRQT-3.37154-4.40684

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Vaccine Design for the FusionNeoAntigens of PDIA3-SF3B1

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
PDIA3-SF3B1chr1544059108chr21982579121120FSDLVHRQTGTTCTCAGACCTTGTACACAGACAGAC
PDIA3-SF3B1chr1544059108chr21982579121221SDLVHRQTACTCAGACCTTGTACACAGACAGACGGC
PDIA3-SF3B1chr1544059108chr2198257912917EEFSDLVHGGAGGAGTTCTCAGACCTTGTACA
PDIA3-SF3B1chr1544059108chr2198257912918EEFSDLVHRGGAGGAGTTCTCAGACCTTGTACACAG

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 PDIA3-SF3B1

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
ESCAPDIA3-SF3B1chr1544059108ENST00000300289chr2198257912ENST00000335508TCGA-LN-A49W

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Potential target of CAR-T therapy development for PDIA3-SF3B1

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 PDIA3-SF3B1

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 PDIA3-SF3B1

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