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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:COL6A2-MYH9

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: COL6A2-MYH9
FusionPDB ID: 18436
FusionGDB2.0 ID: 18436
HgeneTgene
Gene symbol

COL6A2

MYH9

Gene ID

1292

4627

Gene namecollagen type VI alpha 2 chainmyosin heavy chain 9
SynonymsBTHLM1|PP3610|UCMD1BDPLT6|DFNA17|EPSTS|FTNS|MATINS|MHA|NMHC-II-A|NMMHC-IIA|NMMHCA
Cytomap

21q22.3

22q12.3

Type of geneprotein-codingprotein-coding
Descriptioncollagen alpha-2(VI) chaincollagen VI, alpha-2 polypeptidecollagen, type VI, alpha 2epididymis secretory sperm binding proteinhuman mRNA for collagen VI alpha-2 C-terminal globular domainmyosin-9cellular myosin heavy chain, type Amyosin, heavy chain 9, non-musclenon-muscle myosin heavy chain 9non-muscle myosin heavy chain Anon-muscle myosin heavy chain IIanon-muscle myosin heavy polypeptide 9nonmuscle myosin heavy chain II-A
Modification date2020032820200315
UniProtAcc

P12110

Main function of 5'-partner protein: FUNCTION: Collagen VI acts as a cell-binding protein.

P35579

Main function of 5'-partner protein: FUNCTION: Cellular myosin that appears to play a role in cytokinesis, cell shape, and specialized functions such as secretion and capping. Promotes also cell motility together with S100A4 (PubMed:16707441). During cell spreading, plays an important role in cytoskeleton reorganization, focal contacts formation (in the margins but not the central part of spreading cells), and lamellipodial retraction; this function is mechanically antagonized by MYH10 (PubMed:20052411). {ECO:0000250|UniProtKB:Q8VDD5, ECO:0000269|PubMed:16707441, ECO:0000269|PubMed:20052411}.
Ensembl transtripts involved in fusion geneENST idsENST00000300527, ENST00000310645, 
ENST00000357838, ENST00000397763, 
ENST00000409416, ENST00000460886, 
ENST00000401701, ENST00000475726, 
ENST00000216181, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score13 X 9 X 8=93644 X 46 X 15=30360
# samples 1356
** MAII scorelog2(13/936*10)=-2.84799690655495
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(56/30360*10)=-5.76060115335786
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: COL6A2 [Title/Abstract] AND MYH9 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: COL6A2 [Title/Abstract] AND MYH9 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)COL6A2(47542072)-MYH9(36695088), # samples:1
Anticipated loss of major functional domain due to fusion event.COL6A2-MYH9 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.
COL6A2-MYH9 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.
COL6A2-MYH9 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.
COL6A2-MYH9 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
TgeneMYH9

GO:0001525

angiogenesis

16403913

TgeneMYH9

GO:0001778

plasma membrane repair

27325790

TgeneMYH9

GO:0006509

membrane protein ectodomain proteolysis

16186248

TgeneMYH9

GO:0030048

actin filament-based movement

12237319|15845534

TgeneMYH9

GO:0031032

actomyosin structure organization

24072716



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/chr21:47542072/chr22:36695088)
- 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 COL6A2 (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 MYH9 (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)
ENST00000300527COL6A2chr2147542072+ENST00000216181MYH9chr2236695088-597016761745821521
ENST00000310645COL6A2chr2147542072+ENST00000216181MYH9chr2236695088-594816548245601492
ENST00000357838COL6A2chr2147542072+ENST00000216181MYH9chr2236695088-594816548245601492
ENST00000409416COL6A2chr2147542072+ENST00000216181MYH9chr2236695088-59291635045411513
ENST00000397763COL6A2chr2147542072+ENST00000216181MYH9chr2236695088-589315992745051492

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
ENST00000300527ENST00000216181COL6A2chr2147542072+MYH9chr2236695088-0.017313420.98268664
ENST00000310645ENST00000216181COL6A2chr2147542072+MYH9chr2236695088-0.0171760820.98282397
ENST00000357838ENST00000216181COL6A2chr2147542072+MYH9chr2236695088-0.0171760820.98282397
ENST00000409416ENST00000216181COL6A2chr2147542072+MYH9chr2236695088-0.0170055680.98299444
ENST00000397763ENST00000216181COL6A2chr2147542072+MYH9chr2236695088-0.0168358590.98316413

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 COL6A2-MYH9

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
COL6A2chr2147542072MYH9chr22366950881599340GTDGQKGKLGRIGPPGCKGDPGNRGP
COL6A2chr2147542072MYH9chr22366950881635361GTDGQKGKLGRIGPPGCKGDPGNRGP
COL6A2chr2147542072MYH9chr22366950881654340GTDGQKGKLGRIGPPGCKGDPGNRGP
COL6A2chr2147542072MYH9chr22366950881676369GTDGQKGKLGRIGPPGCKGDPGNRGP

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Potential FusionNeoAntigen Information of COL6A2-MYH9 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.
COL6A2-MYH9_47542072_36695088.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)
COL6A2-MYH9chr2147542072chr22366950881676HLA-B27:05GRIGPPGCK0.99720.7698918
COL6A2-MYH9chr2147542072chr22366950881676HLA-B27:04GRIGPPGCK0.98360.8599918
COL6A2-MYH9chr2147542072chr22366950881676HLA-A03:25KLGRIGPPGCK0.99890.6415718
COL6A2-MYH9chr2147542072chr22366950881676HLA-A03:12KLGRIGPPGCK0.99890.6629718
COL6A2-MYH9chr2147542072chr22366950881676HLA-B27:14GRIGPPGCK0.99260.7355918
COL6A2-MYH9chr2147542072chr22366950881676HLA-B27:03GRIGPPGCK0.8720.7804918
COL6A2-MYH9chr2147542072chr22366950881676HLA-A03:01KLGRIGPPGCK0.99890.6415718
COL6A2-MYH9chr2147542072chr22366950881676HLA-B27:10GRIGPPGCK0.99540.9264918
COL6A2-MYH9chr2147542072chr22366950881676HLA-A03:02KLGRIGPPGCK0.99580.5918718

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Potential FusionNeoAntigen Information of COL6A2-MYH9 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 COL6A2-MYH9

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
2903GKLGRIGPPGCKGDCOL6A2MYH9chr2147542072chr22366950881676

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of COL6A2-MYH9

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-B14:023BVN2903GKLGRIGPPGCKGD-7.9962-8.1096
HLA-B14:023BVN2903GKLGRIGPPGCKGD-5.70842-6.74372
HLA-B52:013W392903GKLGRIGPPGCKGD-6.83737-6.95077
HLA-B52:013W392903GKLGRIGPPGCKGD-4.4836-5.5189
HLA-A11:014UQ22903GKLGRIGPPGCKGD-10.0067-10.1201
HLA-A11:014UQ22903GKLGRIGPPGCKGD-9.03915-10.0745
HLA-A24:025HGA2903GKLGRIGPPGCKGD-6.56204-6.67544
HLA-A24:025HGA2903GKLGRIGPPGCKGD-5.42271-6.45801
HLA-B44:053DX82903GKLGRIGPPGCKGD-7.85648-8.89178
HLA-B44:053DX82903GKLGRIGPPGCKGD-5.3978-5.5112
HLA-A02:016TDR2903GKLGRIGPPGCKGD-3.37154-4.40684

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Vaccine Design for the FusionNeoAntigens of COL6A2-MYH9

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
COL6A2-MYH9chr2147542072chr2236695088718KLGRIGPPGCKGGACCCCGAGGAGCACCCGAAAAGAAACTGCTG
COL6A2-MYH9chr2147542072chr2236695088918GRIGPPGCKCGAGGAGCACCCGAAAAGAAACTGCTG

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 COL6A2-MYH9

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
HNSCCOL6A2-MYH9chr2147542072ENST00000300527chr2236695088ENST00000216181TCGA-HD-7831-01A

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Potential target of CAR-T therapy development for COL6A2-MYH9

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 COL6A2-MYH9

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 COL6A2-MYH9

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