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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:ATG13-MTCH2

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: ATG13-MTCH2
FusionPDB ID: 7523
FusionGDB2.0 ID: 7523
HgeneTgene
Gene symbol

ATG13

MTCH2

Gene ID

9776

23788

Gene nameautophagy related 13mitochondrial carrier 2
SynonymsKIAA0652|PARATARG8HSPC032|MIMP|SLC25A50
Cytomap

11p11.2

11p11.2

Type of geneprotein-codingprotein-coding
Descriptionautophagy-related protein 13ATG13 autophagy related 13 homologmitochondrial carrier homolog 22310034D24Rikmet-induced mitochondrial proteinsolute carrier family 25, member 50
Modification date2020032720200313
UniProtAcc

O75143

Main function of 5'-partner protein: FUNCTION: Autophagy factor required for autophagosome formation and mitophagy. Target of the TOR kinase signaling pathway that regulates autophagy through the control of the phosphorylation status of ATG13 and ULK1, and the regulation of the ATG13-ULK1-RB1CC1 complex. Through its regulation of ULK1 activity, plays a role in the regulation of the kinase activity of mTORC1 and cell proliferation. {ECO:0000269|PubMed:18936157, ECO:0000269|PubMed:19211835, ECO:0000269|PubMed:19225151, ECO:0000269|PubMed:19287211, ECO:0000269|PubMed:21795849, ECO:0000269|PubMed:21855797}.

Q9Y6C9

Main function of 5'-partner protein: FUNCTION: The substrate transported is not yet known. Induces mitochondrial depolarization.
Ensembl transtripts involved in fusion geneENST idsENST00000312040, ENST00000359513, 
ENST00000434074, ENST00000451945, 
ENST00000524625, ENST00000526508, 
ENST00000528494, ENST00000529655, 
ENST00000530500, ENST00000526485, 
ENST00000542981, ENST00000534074, 
ENST00000302503, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score11 X 10 X 5=5506 X 8 X 5=240
# samples 149
** MAII scorelog2(14/550*10)=-1.97400479146706
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(9/240*10)=-1.41503749927884
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: ATG13 [Title/Abstract] AND MTCH2 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: ATG13 [Title/Abstract] AND MTCH2 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)ATG13(46667539)-MTCH2(47656286), # samples:1
Anticipated loss of major functional domain due to fusion event.ATG13-MTCH2 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.
ATG13-MTCH2 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.
ATG13-MTCH2 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.
ATG13-MTCH2 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


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/chr11:46667539/chr11:47656286)
- 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 ATG13 (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 MTCH2 (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)
ENST00000434074ATG13chr1146667539+ENST00000302503MTCH2chr1147656286-30829596891564291
ENST00000312040ATG13chr1146667539+ENST00000302503MTCH2chr1147656286-30779546841559291
ENST00000451945ATG13chr1146667539+ENST00000302503MTCH2chr1147656286-30829596891564291
ENST00000529655ATG13chr1146667539+ENST00000302503MTCH2chr1147656286-28076844141289291
ENST00000530500ATG13chr1146667539+ENST00000302503MTCH2chr1147656286-26525294631134223
ENST00000526508ATG13chr1146667539+ENST00000302503MTCH2chr1147656286-28507274571332291
ENST00000524625ATG13chr1146667539+ENST00000302503MTCH2chr1147656286-27766533831258291
ENST00000359513ATG13chr1146667539+ENST00000302503MTCH2chr1147656286-27015783081183291
ENST00000528494ATG13chr1146667539+ENST00000302503MTCH2chr1147656286-26975743041179291

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
ENST00000434074ENST00000302503ATG13chr1146667539+MTCH2chr1147656286-0.0008149010.99918514
ENST00000312040ENST00000302503ATG13chr1146667539+MTCH2chr1147656286-0.0008201350.9991799
ENST00000451945ENST00000302503ATG13chr1146667539+MTCH2chr1147656286-0.0008149010.99918514
ENST00000529655ENST00000302503ATG13chr1146667539+MTCH2chr1147656286-0.0006270650.9993729
ENST00000530500ENST00000302503ATG13chr1146667539+MTCH2chr1147656286-0.0052250010.99477494
ENST00000526508ENST00000302503ATG13chr1146667539+MTCH2chr1147656286-0.0006057280.9993943
ENST00000524625ENST00000302503ATG13chr1146667539+MTCH2chr1147656286-0.0006676750.99933225
ENST00000359513ENST00000302503ATG13chr1146667539+MTCH2chr1147656286-0.000696770.9993032
ENST00000528494ENST00000302503ATG13chr1146667539+MTCH2chr1147656286-0.0006841740.99931586

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 ATG13-MTCH2

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
ATG13chr1146667539MTCH2chr114765628652922RSMCVEISLKTSEELGPGNVQKEVSS
ATG13chr1146667539MTCH2chr114765628657490RSMCVEISLKTSEELGPGNVQKEVSS
ATG13chr1146667539MTCH2chr114765628657890RSMCVEISLKTSEELGPGNVQKEVSS
ATG13chr1146667539MTCH2chr114765628665390RSMCVEISLKTSEELGPGNVQKEVSS
ATG13chr1146667539MTCH2chr114765628668490RSMCVEISLKTSEELGPGNVQKEVSS
ATG13chr1146667539MTCH2chr114765628672790RSMCVEISLKTSEELGPGNVQKEVSS
ATG13chr1146667539MTCH2chr114765628695490RSMCVEISLKTSEELGPGNVQKEVSS
ATG13chr1146667539MTCH2chr114765628695990RSMCVEISLKTSEELGPGNVQKEVSS

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Potential FusionNeoAntigen Information of ATG13-MTCH2 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.
ATG13-MTCH2_46667539_47656286.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)
ATG13-MTCH2chr1146667539chr1147656286954HLA-B15:17ISLKTSEEL0.99050.9425615
ATG13-MTCH2chr1146667539chr1147656286954HLA-B15:16ISLKTSEEL0.98380.6971615
ATG13-MTCH2chr1146667539chr1147656286954HLA-B45:01SEELGPGNV0.98370.84751120
ATG13-MTCH2chr1146667539chr1147656286954HLA-B57:03ISLKTSEEL0.96430.979615
ATG13-MTCH2chr1146667539chr1147656286954HLA-B41:01SEELGPGNV0.37550.9241120
ATG13-MTCH2chr1146667539chr1147656286954HLA-C03:08ISLKTSEEL0.99970.9356615
ATG13-MTCH2chr1146667539chr1147656286954HLA-C03:07ISLKTSEEL0.99970.9912615
ATG13-MTCH2chr1146667539chr1147656286954HLA-C03:19ISLKTSEEL0.99970.993615
ATG13-MTCH2chr1146667539chr1147656286954HLA-C15:06ISLKTSEEL0.99940.9693615
ATG13-MTCH2chr1146667539chr1147656286954HLA-C08:13ISLKTSEEL0.97950.9702615
ATG13-MTCH2chr1146667539chr1147656286954HLA-C08:04ISLKTSEEL0.97950.9702615
ATG13-MTCH2chr1146667539chr1147656286954HLA-C08:03ISLKTSEEL0.79170.9925615
ATG13-MTCH2chr1146667539chr1147656286954HLA-C03:04ISLKTSEEL0.99970.992615
ATG13-MTCH2chr1146667539chr1147656286954HLA-C03:03ISLKTSEEL0.99970.992615
ATG13-MTCH2chr1146667539chr1147656286954HLA-C03:05ISLKTSEEL0.99940.9063615
ATG13-MTCH2chr1146667539chr1147656286954HLA-C03:17ISLKTSEEL0.99940.9816615
ATG13-MTCH2chr1146667539chr1147656286954HLA-C15:05ISLKTSEEL0.99930.9622615
ATG13-MTCH2chr1146667539chr1147656286954HLA-C15:02ISLKTSEEL0.99930.9493615
ATG13-MTCH2chr1146667539chr1147656286954HLA-C03:06ISLKTSEEL0.98210.993615
ATG13-MTCH2chr1146667539chr1147656286954HLA-B57:02ISLKTSEEL0.90.8871615
ATG13-MTCH2chr1146667539chr1147656286954HLA-C08:01ISLKTSEEL0.79170.9925615
ATG13-MTCH2chr1146667539chr1147656286954HLA-C17:01ISLKTSEEL0.69670.9187615
ATG13-MTCH2chr1146667539chr1147656286954HLA-B35:13ISLKTSEEL0.66130.9728615
ATG13-MTCH2chr1146667539chr1147656286954HLA-B07:13ISLKTSEEL0.28630.893615
ATG13-MTCH2chr1146667539chr1147656286954HLA-B40:04VEISLKTSEEL0.99980.6821415

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Potential FusionNeoAntigen Information of ATG13-MTCH2 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 ATG13-MTCH2

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
3998ISLKTSEELGPGNVATG13MTCH2chr1146667539chr1147656286954

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of ATG13-MTCH2

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-B14:023BVN3998ISLKTSEELGPGNV-7.15543-7.26883
HLA-B14:023BVN3998ISLKTSEELGPGNV-4.77435-5.80965
HLA-B52:013W393998ISLKTSEELGPGNV-6.80875-6.92215
HLA-B52:013W393998ISLKTSEELGPGNV-4.20386-5.23916
HLA-A11:014UQ23998ISLKTSEELGPGNV-7.5194-8.5547
HLA-A11:014UQ23998ISLKTSEELGPGNV-6.9601-7.0735
HLA-A24:025HGA3998ISLKTSEELGPGNV-7.52403-7.63743
HLA-A24:025HGA3998ISLKTSEELGPGNV-5.82433-6.85963
HLA-B27:056PYJ3998ISLKTSEELGPGNV-3.28285-4.31815
HLA-B44:053DX83998ISLKTSEELGPGNV-5.91172-6.94702
HLA-B44:053DX83998ISLKTSEELGPGNV-4.24346-4.35686

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Vaccine Design for the FusionNeoAntigens of ATG13-MTCH2

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
ATG13-MTCH2chr1146667539chr11476562861120SEELGPGNVTCTGAGGAGTTAGGACCTGGAAATGTA
ATG13-MTCH2chr1146667539chr1147656286415VEISLKTSEELGTGGAGATTTCACTTAAGACTTCTGAGGAGTTA
ATG13-MTCH2chr1146667539chr1147656286615ISLKTSEELATTTCACTTAAGACTTCTGAGGAGTTA

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 ATG13-MTCH2

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
STADATG13-MTCH2chr1146667539ENST00000312040chr1147656286ENST00000302503TCGA-CD-8531

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Potential target of CAR-T therapy development for ATG13-MTCH2

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
TgeneMTCH2chr11:46667539chr11:47656286ENST00000302503313175_1950304.0TransmembraneHelical
TgeneMTCH2chr11:46667539chr11:47656286ENST00000302503313224_2440304.0TransmembraneHelical

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 ATG13-MTCH2

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 ATG13-MTCH2

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