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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:MYBL1-MMP16

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: MYBL1-MMP16
FusionPDB ID: 56172
FusionGDB2.0 ID: 56172
HgeneTgene
Gene symbol

MYBL1

MMP16

Gene ID

4603

4325

Gene nameMYB proto-oncogene like 1matrix metallopeptidase 16
SynonymsA-MYB|AMYBC8orf57|MMP-X2|MT-MMP2|MT-MMP3|MT3-MMP
Cytomap

8q13.1

8q21.3

Type of geneprotein-codingprotein-coding
Descriptionmyb-related protein Amyb-like protein 1v-myb avian myeloblastosis viral oncogene homolog-like 1matrix metalloproteinase-16MMP-16MT-MMP 3MT3MMPMTMMP3Putative transmembrane protein C8orf57matrix metallopeptidase 16 (membrane-inserted)membrane-type matrix metalloproteinase 3membrane-type-3 matrix metalloproteinase
Modification date2020031320200313
UniProtAcc

P10243

Main function of 5'-partner protein: FUNCTION: Transcription factor that specifically recognizes the sequence 5'-YAAC[GT]G-3' (PubMed:8058310, PubMed:7987850). Acts as a master regulator of male meiosis by promoting expression of piRNAs: activates expression of both piRNA precursor RNAs and expression of protein-coding genes involved in piRNA metabolism (By similarity). The piRNA metabolic process mediates the repression of transposable elements during meiosis by forming complexes composed of piRNAs and Piwi proteins and governs the methylation and subsequent repression of transposons, which is essential for the germline integrity (By similarity). Transcriptional activator of SOX30 (By similarity). {ECO:0000250|UniProtKB:P51960, ECO:0000269|PubMed:7987850, ECO:0000269|PubMed:8058310}.

P51512

Main function of 5'-partner protein: FUNCTION: Endopeptidase that degrades various components of the extracellular matrix, such as collagen type III and fibronectin. Activates progelatinase A. Involved in the matrix remodeling of blood vessels. Isoform short cleaves fibronectin and also collagen type III, but at lower rate. It has no effect on type I, II, IV and V collagen. However, upon interaction with CSPG4, it may be involved in degradation and invasion of type I collagen by melanoma cells. {ECO:0000269|PubMed:11278606}.
Ensembl transtripts involved in fusion geneENST idsENST00000517885, ENST00000522677, 
ENST00000524176, ENST00000522419, 
ENST00000544227, ENST00000286614, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score5 X 8 X 4=1604 X 3 X 3=36
# samples 44
** MAII scorelog2(4/160*10)=-2
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(4/36*10)=0.15200309344505
effective Gene in Pan-Cancer Fusion Genes (eGinPCFGs).
DoF>8 and MAII>0
Fusion gene context

PubMed: MYBL1 [Title/Abstract] AND MMP16 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: MYBL1 [Title/Abstract] AND MMP16 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)MYBL1(67484717)-MMP16(89086971), # samples:2
Anticipated loss of major functional domain due to fusion event.MYBL1-MMP16 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.
MYBL1-MMP16 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.
MYBL1-MMP16 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.
MYBL1-MMP16 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
HgeneMYBL1

GO:0045944

positive regulation of transcription by RNA polymerase II

7987850

TgeneMMP16

GO:0006508

proteolysis

24970228

TgeneMMP16

GO:0016485

protein processing

27229514



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/chr8:67484717/chr8:89086971)
- 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 MYBL1 (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 MMP16 (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)
ENST00000522677MYBL1chr867484717-ENST00000286614MMP16chr889086971-1233221394112879822
ENST00000517885MYBL1chr867484717-ENST00000286614MMP16chr889086971-1135111584561898480
ENST00000524176MYBL1chr867484717-ENST00000286614MMP16chr889086971-119901797692537822

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
ENST00000522677ENST00000286614MYBL1chr867484717-MMP16chr889086971-0.0001514790.9998485
ENST00000517885ENST00000286614MYBL1chr867484717-MMP16chr889086971-0.0001127550.9998872
ENST00000524176ENST00000286614MYBL1chr867484717-MMP16chr889086971-0.0001456330.9998543

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 MYBL1-MMP16

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
MYBL1chr867484717MMP16chr8890869711158234AAQEKKYGPLKIVDQWFWRVRNNRVM
MYBL1chr867484717MMP16chr8890869711797576AAQEKKYGPLKIVDQWFWRVRNNRVM
MYBL1chr867484717MMP16chr8890869712139576AAQEKKYGPLKIVDQWFWRVRNNRVM

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Potential FusionNeoAntigen Information of MYBL1-MMP16 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.
MYBL1-MMP16_67484717_89086971.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)
MYBL1-MMP16chr867484717chr8890869711158HLA-B57:01KIVDQWFW0.99920.96511018
MYBL1-MMP16chr867484717chr8890869711158HLA-B58:01KIVDQWFW0.9980.93071018
MYBL1-MMP16chr867484717chr8890869711158HLA-A74:09KIVDQWFWR0.9870.87131019
MYBL1-MMP16chr867484717chr8890869711158HLA-A74:11KIVDQWFWR0.9870.87131019
MYBL1-MMP16chr867484717chr8890869711158HLA-A74:03KIVDQWFWR0.9870.87131019
MYBL1-MMP16chr867484717chr8890869711158HLA-A31:06KIVDQWFWR0.98540.70091019
MYBL1-MMP16chr867484717chr8890869711158HLA-A31:02KIVDQWFWR0.97850.82591019
MYBL1-MMP16chr867484717chr8890869711158HLA-A02:21IVDQWFWRV0.97810.76191120
MYBL1-MMP16chr867484717chr8890869711158HLA-A02:60IVDQWFWRV0.97160.68971120
MYBL1-MMP16chr867484717chr8890869711158HLA-A02:30IVDQWFWRV0.97040.67181120
MYBL1-MMP16chr867484717chr8890869711158HLA-A02:24IVDQWFWRV0.97040.67181120
MYBL1-MMP16chr867484717chr8890869711158HLA-A02:67IVDQWFWRV0.97040.67181120
MYBL1-MMP16chr867484717chr8890869711158HLA-A02:11IVDQWFWRV0.96740.7031120
MYBL1-MMP16chr867484717chr8890869711158HLA-A02:35IVDQWFWRV0.96460.70211120
MYBL1-MMP16chr867484717chr8890869711158HLA-A02:38IVDQWFWRV0.94160.78911120
MYBL1-MMP16chr867484717chr8890869711158HLA-A02:29IVDQWFWRV0.93890.67591120
MYBL1-MMP16chr867484717chr8890869711158HLA-A02:20IVDQWFWRV0.93120.67761120
MYBL1-MMP16chr867484717chr8890869711158HLA-A02:04IVDQWFWRV0.9270.82191120
MYBL1-MMP16chr867484717chr8890869711158HLA-A02:17IVDQWFWRV0.89240.86571120
MYBL1-MMP16chr867484717chr8890869711158HLA-A02:27IVDQWFWRV0.87650.65471120
MYBL1-MMP16chr867484717chr8890869711158HLA-A02:19IVDQWFWRV0.70490.60111120
MYBL1-MMP16chr867484717chr8890869711158HLA-A02:21KIVDQWFWRV0.99420.76821020
MYBL1-MMP16chr867484717chr8890869711158HLA-B53:01YGPLKIVDQW0.88030.5602616
MYBL1-MMP16chr867484717chr8890869711158HLA-A24:25KYGPLKIVDQW0.99960.588516
MYBL1-MMP16chr867484717chr8890869711158HLA-A24:20KYGPLKIVDQW0.99950.5872516
MYBL1-MMP16chr867484717chr8890869711158HLA-A24:23KYGPLKIVDQW0.99950.557516
MYBL1-MMP16chr867484717chr8890869711158HLA-A24:15KYGPLKIVDQW0.99950.5891516
MYBL1-MMP16chr867484717chr8890869711158HLA-A24:31KYGPLKIVDQW0.99940.5702516
MYBL1-MMP16chr867484717chr8890869711158HLA-A24:17KYGPLKIVDQW0.99910.5931516
MYBL1-MMP16chr867484717chr8890869711158HLA-A24:10KYGPLKIVDQW0.99790.5996516
MYBL1-MMP16chr867484717chr8890869711158HLA-A24:14KYGPLKIVDQW0.95240.6407516
MYBL1-MMP16chr867484717chr8890869711158HLA-C05:09IVDQWFWRV0.99950.98981120
MYBL1-MMP16chr867484717chr8890869711158HLA-A31:01KIVDQWFWR0.98920.80891019
MYBL1-MMP16chr867484717chr8890869711158HLA-C04:06IVDQWFWRV0.98370.97431120
MYBL1-MMP16chr867484717chr8890869711158HLA-A02:07IVDQWFWRV0.97220.71261120
MYBL1-MMP16chr867484717chr8890869711158HLA-A02:01IVDQWFWRV0.97040.67181120
MYBL1-MMP16chr867484717chr8890869711158HLA-A02:05IVDQWFWRV0.91880.71631120
MYBL1-MMP16chr867484717chr8890869711158HLA-A24:02KYGPLKIVDQW0.99950.5872516
MYBL1-MMP16chr867484717chr8890869711158HLA-A31:01KIVDQWFWRVR0.98990.94411021
MYBL1-MMP16chr867484717chr8890869711158HLA-B57:10KIVDQWFW0.99920.96511018
MYBL1-MMP16chr867484717chr8890869711158HLA-C05:01IVDQWFWRV0.99950.98981120
MYBL1-MMP16chr867484717chr8890869711158HLA-C04:03IVDQWFWRV0.99940.97491120
MYBL1-MMP16chr867484717chr8890869711158HLA-A74:01KIVDQWFWR0.9870.87131019
MYBL1-MMP16chr867484717chr8890869711158HLA-A02:14IVDQWFWRV0.97850.75361120
MYBL1-MMP16chr867484717chr8890869711158HLA-A02:06IVDQWFWRV0.97810.76191120
MYBL1-MMP16chr867484717chr8890869711158HLA-A69:01IVDQWFWRV0.84640.85821120
MYBL1-MMP16chr867484717chr8890869711158HLA-B15:13GPLKIVDQW0.81360.763716
MYBL1-MMP16chr867484717chr8890869711158HLA-A02:06KIVDQWFWRV0.99420.76821020
MYBL1-MMP16chr867484717chr8890869711158HLA-B15:13YGPLKIVDQW0.93160.8617616
MYBL1-MMP16chr867484717chr8890869711158HLA-B53:02YGPLKIVDQW0.76470.5757616
MYBL1-MMP16chr867484717chr8890869711158HLA-A24:03KYGPLKIVDQW0.99950.557516

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Potential FusionNeoAntigen Information of MYBL1-MMP16 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.
MYBL1-MMP16_67484717_89086971.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)
MYBL1-MMP16chr867484717chr8890869711158DRB1-0701IVDQWFWRVRNNRVM1126
MYBL1-MMP16chr867484717chr8890869711158DRB1-0703IVDQWFWRVRNNRVM1126
MYBL1-MMP16chr867484717chr8890869711158DRB1-0704IVDQWFWRVRNNRVM1126
MYBL1-MMP16chr867484717chr8890869711158DRB1-0705IVDQWFWRVRNNRVM1126
MYBL1-MMP16chr867484717chr8890869711158DRB1-0706IVDQWFWRVRNNRVM1126
MYBL1-MMP16chr867484717chr8890869711158DRB1-0707IVDQWFWRVRNNRVM1126
MYBL1-MMP16chr867484717chr8890869711158DRB1-0708IVDQWFWRVRNNRVM1126
MYBL1-MMP16chr867484717chr8890869711158DRB1-0709IVDQWFWRVRNNRVM1126
MYBL1-MMP16chr867484717chr8890869711158DRB1-0711IVDQWFWRVRNNRVM1126
MYBL1-MMP16chr867484717chr8890869711158DRB1-0712IVDQWFWRVRNNRVM1126
MYBL1-MMP16chr867484717chr8890869711158DRB1-0713IVDQWFWRVRNNRVM1126
MYBL1-MMP16chr867484717chr8890869711158DRB1-0714IVDQWFWRVRNNRVM1126
MYBL1-MMP16chr867484717chr8890869711158DRB1-0715IVDQWFWRVRNNRVM1126
MYBL1-MMP16chr867484717chr8890869711158DRB1-0716IVDQWFWRVRNNRVM1126
MYBL1-MMP16chr867484717chr8890869711158DRB1-0717IVDQWFWRVRNNRVM1126
MYBL1-MMP16chr867484717chr8890869711158DRB1-0719IVDQWFWRVRNNRVM1126

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Fusion breakpoint peptide structures of MYBL1-MMP16

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
10654YGPLKIVDQWFWRVMYBL1MMP16chr867484717chr8890869711158

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of MYBL1-MMP16

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-B14:023BVN10654YGPLKIVDQWFWRV-5.6364-5.6364
HLA-A24:025HGA10654YGPLKIVDQWFWRV-9.18993-9.18993

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Vaccine Design for the FusionNeoAntigens of MYBL1-MMP16

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
MYBL1-MMP16chr867484717chr8890869711018KIVDQWFWAAAATTGTGGACCAGTGGTTTTGG
MYBL1-MMP16chr867484717chr8890869711019KIVDQWFWRAAAATTGTGGACCAGTGGTTTTGGCGA
MYBL1-MMP16chr867484717chr8890869711020KIVDQWFWRVAAAATTGTGGACCAGTGGTTTTGGCGAGTG
MYBL1-MMP16chr867484717chr8890869711021KIVDQWFWRVRAAAATTGTGGACCAGTGGTTTTGGCGAGTGAGA
MYBL1-MMP16chr867484717chr8890869711120IVDQWFWRVATTGTGGACCAGTGGTTTTGGCGAGTG
MYBL1-MMP16chr867484717chr889086971516KYGPLKIVDQWAAATATGGACCTCTTAAAATTGTGGACCAGTGG
MYBL1-MMP16chr867484717chr889086971616YGPLKIVDQWTATGGACCTCTTAAAATTGTGGACCAGTGG
MYBL1-MMP16chr867484717chr889086971716GPLKIVDQWGGACCTCTTAAAATTGTGGACCAGTGG

check button mRNA and peptide sequences of FusionNeoAntigens that have potential interaction with HLA-IIs.
Fusion geneHchrHbpTchrTbpStart in +/-13AAEnd in +/-13AAFusionNeoAntigen peptideFusionNEoAntigen RNA sequence
MYBL1-MMP16chr867484717chr8890869711126IVDQWFWRVRNNRVMATTGTGGACCAGTGGTTTTGGCGAGTGAGAAACAACAGGGTGATG

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Information of the samples that have these potential fusion neoantigens of MYBL1-MMP16

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
BRCAMYBL1-MMP16chr867484717ENST00000517885chr889086971ENST00000286614TCGA-AR-A0TY-01A

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Potential target of CAR-T therapy development for MYBL1-MMP16

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
TgeneMMP16chr8:67484717chr8:89086971ENST00000286614510565_5850608.0TransmembraneHelical

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

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Related Drugs to MYBL1-MMP16

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 MYBL1-MMP16

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