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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:NOTCH3-CAPN2

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: NOTCH3-CAPN2
FusionPDB ID: 59779
FusionGDB2.0 ID: 59779
HgeneTgene
Gene symbol

NOTCH3

CAPN2

Gene ID

4854

824

Gene namenotch receptor 3calpain 2
SynonymsCADASIL|CADASIL1|CASIL|IMF2|LMNSCANP2|CANPL2|CANPml|mCANP
Cytomap

19p13.12

1q41

Type of geneprotein-codingprotein-coding
Descriptionneurogenic locus notch homolog protein 3Notch homolog 3notch 3calpain-2 catalytic subunitCANP 2M-calpaincalcium-activated neutral proteinase 2calpain 2, (m/II) large subunitcalpain 2, large [catalytic] subunitcalpain 2, large subunitcalpain M-typecalpain, large polypeptide L2millimolar-calpain
Modification date2020032920200313
UniProtAcc

Q9UM47

Main function of 5'-partner protein: FUNCTION: Functions as a receptor for membrane-bound ligands Jagged1, Jagged2 and Delta1 to regulate cell-fate determination (PubMed:15350543). Upon ligand activation through the released notch intracellular domain (NICD) it forms a transcriptional activator complex with RBPJ/RBPSUH and activates genes of the enhancer of split locus. Affects the implementation of differentiation, proliferation and apoptotic programs (By similarity). {ECO:0000250|UniProtKB:Q9R172, ECO:0000269|PubMed:15350543}.

P17655

Main function of 5'-partner protein: FUNCTION: Calcium-regulated non-lysosomal thiol-protease which catalyzes limited proteolysis of substrates involved in cytoskeletal remodeling and signal transduction. Proteolytically cleaves MYOC at 'Arg-226' (PubMed:17650508). Proteolytically cleaves CPEB3 following neuronal stimulation which abolishes CPEB3 translational repressor activity, leading to translation of CPEB3 target mRNAs (By similarity). {ECO:0000250|UniProtKB:O08529, ECO:0000269|PubMed:17650508}.
Ensembl transtripts involved in fusion geneENST idsENST00000263388, ENST00000474026, 
ENST00000295006, ENST00000433674, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score15 X 17 X 11=280511 X 7 X 7=539
# samples 1811
** MAII scorelog2(18/2805*10)=-3.96193195916648
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(11/539*10)=-2.29278174922785
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: NOTCH3 [Title/Abstract] AND CAPN2 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: NOTCH3 [Title/Abstract] AND CAPN2 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)NOTCH3(15280896)-CAPN2(223946971), # samples:1
Anticipated loss of major functional domain due to fusion event.NOTCH3-CAPN2 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.
NOTCH3-CAPN2 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.
NOTCH3-CAPN2 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.
NOTCH3-CAPN2 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
TgeneCAPN2

GO:0051603

proteolysis involved in cellular protein catabolic process

12150984



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/chr19:15280896/chr1:223946971)
- 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 NOTCH3 (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 CAPN2 (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)
ENST00000263388NOTCH3chr1915280896-ENST00000433674CAPN2chr1223946971+722052757660601994
ENST00000263388NOTCH3chr1915280896-ENST00000295006CAPN2chr1223946971+722252757660601994

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
ENST00000263388ENST00000433674NOTCH3chr1915280896-CAPN2chr1223946971+0.0024209170.99757916
ENST00000263388ENST00000295006NOTCH3chr1915280896-CAPN2chr1223946971+0.0024298480.9975701

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 NOTCH3-CAPN2

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
NOTCH3chr1915280896CAPN2chr122394697152751733WMDTECPEAKRLKLSGQTNIHLSKNF

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Potential FusionNeoAntigen Information of NOTCH3-CAPN2 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.
NOTCH3-CAPN2_15280896_223946971.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)
NOTCH3-CAPN2chr1915280896chr12239469715275HLA-B39:10CPEAKRLKL0.310.7497514
NOTCH3-CAPN2chr1915280896chr12239469715275HLA-B67:01CPEAKRLKL0.33320.5494514
NOTCH3-CAPN2chr1915280896chr12239469715275HLA-B27:09KRLKLSGQTNI0.99980.804920

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Potential FusionNeoAntigen Information of NOTCH3-CAPN2 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 NOTCH3-CAPN2

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
6566PEAKRLKLSGQTNINOTCH3CAPN2chr1915280896chr12239469715275

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of NOTCH3-CAPN2

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-B14:023BVN6566PEAKRLKLSGQTNI-6.21922-6.39612
HLA-B14:023BVN6566PEAKRLKLSGQTNI-5.77551-6.57791
HLA-B52:013W396566PEAKRLKLSGQTNI-7.1776-7.3545
HLA-B52:013W396566PEAKRLKLSGQTNI-6.74177-7.54417
HLA-A24:025HGA6566PEAKRLKLSGQTNI-8.75133-9.55373
HLA-A24:025HGA6566PEAKRLKLSGQTNI-6.70394-6.88084
HLA-B27:056PYJ6566PEAKRLKLSGQTNI-5.5065-5.6834
HLA-B44:053DX86566PEAKRLKLSGQTNI-6.1444-6.9468
HLA-B44:053DX86566PEAKRLKLSGQTNI-2.61069-2.78759
HLA-A02:016TDR6566PEAKRLKLSGQTNI-7.87358-8.67598

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Vaccine Design for the FusionNeoAntigens of NOTCH3-CAPN2

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
NOTCH3-CAPN2chr1915280896chr1223946971514CPEAKRLKLTGCCCAGAGGCCAAGCGGCTAAAGTTA
NOTCH3-CAPN2chr1915280896chr1223946971920KRLKLSGQTNIAAGCGGCTAAAGTTAAGTGGGCAGACCAACATC

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 NOTCH3-CAPN2

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
THCANOTCH3-CAPN2chr1915280896ENST00000263388chr1223946971ENST00000295006TCGA-DJ-A2PN

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Potential target of CAR-T therapy development for NOTCH3-CAPN2

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
HgeneNOTCH3chr19:15280896chr1:223946971ENST00000263388-28331644_166417332322.0TransmembraneHelical

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
NOTCH3chr1915280896ENST00000263388CAPN2chr1223946971ENST00000295006

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Related Drugs to NOTCH3-CAPN2

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 NOTCH3-CAPN2

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