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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:MFN1-KMT2C

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: MFN1-KMT2C
FusionPDB ID: 53215
FusionGDB2.0 ID: 53215
HgeneTgene
Gene symbol

MFN1

KMT2C

Gene ID

55669

58508

Gene namemitofusin 1lysine methyltransferase 2C
Synonymshfzo1|hfzo2HALR|KLEFS2|MLL3
Cytomap

3q26.33

7q36.1

Type of geneprotein-codingprotein-coding
Descriptionmitofusin-1fzo homologmitochondrial transmembrane GTPase FZO-2mitochondrial transmembrane GTPase Fzo-1putative transmembrane GTPasetransmembrane GTPase MFN1histone-lysine N-methyltransferase 2CALR-like proteinhistone-lysine N-methyltransferase MLL3histone-lysine N-methyltransferase, H3 lysine-4 specifichomologous to ALR proteinlysine (K)-specific methyltransferase 2Cmyeloid/lymphoid or mixed-lineage le
Modification date2020031320200320
UniProtAcc

Q8IWA4

Main function of 5'-partner protein: FUNCTION: Mitochondrial outer membrane GTPase that mediates mitochondrial clustering and fusion (PubMed:12475957, PubMed:12759376, PubMed:27920125, PubMed:28114303). Membrane clustering requires GTPase activity (PubMed:27920125). It may involve a major rearrangement of the coiled coil domains (PubMed:27920125, PubMed:28114303). Mitochondria are highly dynamic organelles, and their morphology is determined by the equilibrium between mitochondrial fusion and fission events (PubMed:12475957, PubMed:12759376). Overexpression induces the formation of mitochondrial networks (in vitro) (PubMed:12759376). Has low GTPase activity (PubMed:27920125, PubMed:28114303). {ECO:0000269|PubMed:12475957, ECO:0000269|PubMed:12759376, ECO:0000269|PubMed:27920125, ECO:0000269|PubMed:28114303}.

Q8NEZ4

Main function of 5'-partner protein: FUNCTION: Histone methyltransferase that methylates 'Lys-4' of histone H3 (PubMed:22266653). H3 'Lys-4' methylation represents a specific tag for epigenetic transcriptional activation. Central component of the MLL2/3 complex, a coactivator complex of nuclear receptors, involved in transcriptional coactivation. KMT2C/MLL3 may be a catalytic subunit of this complex. May be involved in leukemogenesis and developmental disorder. {ECO:0000269|PubMed:17500065, ECO:0000269|PubMed:22266653}.
Ensembl transtripts involved in fusion geneENST idsENST00000263969, ENST00000280653, 
ENST00000471841, 
ENST00000485241, 
ENST00000485655, ENST00000262189, 
ENST00000355193, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score3 X 2 X 3=1812 X 17 X 8=1632
# samples 317
** MAII scorelog2(3/18*10)=0.736965594166206
effective Gene in Pan-Cancer Fusion Genes (eGinPCFGs).
DoF>8 and MAII>0
log2(17/1632*10)=-3.26303440583379
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: MFN1 [Title/Abstract] AND KMT2C [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: MFN1 [Title/Abstract] AND KMT2C [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)MFN1(179069823)-KMT2C(151921264), # samples:1
Anticipated loss of major functional domain due to fusion event.MFN1-KMT2C 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.
MFN1-KMT2C 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.
MFN1-KMT2C 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.
MFN1-KMT2C 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
HgeneMFN1

GO:0008053

mitochondrial fusion

20436456

HgeneMFN1

GO:0046039

GTP metabolic process

27920125

TgeneKMT2C

GO:0097692

histone H3-K4 monomethylation

26324722



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/chr3:179069823/chr7:151921264)
- 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 MFN1 (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 KMT2C (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)
ENST00000280653MFN1chr3179069823+ENST00000262189KMT2Cchr7151921264-13859374105119513948
ENST00000280653MFN1chr3179069823+ENST00000355193KMT2Cchr7151921264-14026374105121224005
ENST00000471841MFN1chr3179069823+ENST00000262189KMT2Cchr7151921264-13859374105119513948
ENST00000471841MFN1chr3179069823+ENST00000355193KMT2Cchr7151921264-14026374105121224005
ENST00000263969MFN1chr3179069823+ENST00000262189KMT2Cchr7151921264-138243397119163969
ENST00000263969MFN1chr3179069823+ENST00000355193KMT2Cchr7151921264-139913397120874026

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
ENST00000280653ENST00000262189MFN1chr3179069823+KMT2Cchr7151921264-0.0007000280.9993
ENST00000280653ENST00000355193MFN1chr3179069823+KMT2Cchr7151921264-0.0007180670.99928194
ENST00000471841ENST00000262189MFN1chr3179069823+KMT2Cchr7151921264-0.0007000280.9993
ENST00000471841ENST00000355193MFN1chr3179069823+KMT2Cchr7151921264-0.0007180670.99928194
ENST00000263969ENST00000262189MFN1chr3179069823+KMT2Cchr7151921264-0.0006038090.9993962
ENST00000263969ENST00000355193MFN1chr3179069823+KMT2Cchr7151921264-0.0006187910.9993812

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 MFN1-KMT2C

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
MFN1chr3179069823KMT2Cchr7151921264339110VLSRRHMKVAFFGRCVWCRHCGATSA
MFN1chr3179069823KMT2Cchr715192126437489VLSRRHMKVAFFGRCVWCRHCGATSA

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Potential FusionNeoAntigen Information of MFN1-KMT2C 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.
MFN1-KMT2C_179069823_151921264.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)
MFN1-KMT2Cchr3179069823chr7151921264339HLA-B57:01VAFFGRCVW0.99930.9776817
MFN1-KMT2Cchr3179069823chr7151921264339HLA-B58:02VAFFGRCVW0.99810.9743817
MFN1-KMT2Cchr3179069823chr7151921264339HLA-B58:01VAFFGRCVW0.99730.9695817
MFN1-KMT2Cchr3179069823chr7151921264339HLA-B57:03VAFFGRCVW0.99210.9853817
MFN1-KMT2Cchr3179069823chr7151921264339HLA-B15:17VAFFGRCVW0.98970.9653817
MFN1-KMT2Cchr3179069823chr7151921264339HLA-B15:16VAFFGRCVW0.98850.9633817
MFN1-KMT2Cchr3179069823chr7151921264339HLA-A74:03HMKVAFFGR0.97350.5904514
MFN1-KMT2Cchr3179069823chr7151921264339HLA-A74:09HMKVAFFGR0.97350.5904514
MFN1-KMT2Cchr3179069823chr7151921264339HLA-A74:11HMKVAFFGR0.97350.5904514
MFN1-KMT2Cchr3179069823chr7151921264339HLA-B53:01VAFFGRCVW0.9720.7898817
MFN1-KMT2Cchr3179069823chr7151921264339HLA-A31:02HMKVAFFGR0.93040.5269514
MFN1-KMT2Cchr3179069823chr7151921264339HLA-B57:01KVAFFGRCVW0.99980.9853717
MFN1-KMT2Cchr3179069823chr7151921264339HLA-B58:02KVAFFGRCVW0.99930.9817717
MFN1-KMT2Cchr3179069823chr7151921264339HLA-B58:01KVAFFGRCVW0.99880.9788717
MFN1-KMT2Cchr3179069823chr7151921264339HLA-A32:13KVAFFGRCVW0.98150.9665717
MFN1-KMT2Cchr3179069823chr7151921264339HLA-A31:02AFFGRCVWCR0.97910.7304919
MFN1-KMT2Cchr3179069823chr7151921264339HLA-A31:01HMKVAFFGR0.980.5066514
MFN1-KMT2Cchr3179069823chr7151921264339HLA-A31:01AFFGRCVWCR0.9910.6932919
MFN1-KMT2Cchr3179069823chr7151921264339HLA-B57:10VAFFGRCVW0.99930.9776817
MFN1-KMT2Cchr3179069823chr7151921264339HLA-B58:06VAFFGRCVW0.9980.9803817
MFN1-KMT2Cchr3179069823chr7151921264339HLA-B57:04VAFFGRCVW0.99790.906817
MFN1-KMT2Cchr3179069823chr7151921264339HLA-B15:13VAFFGRCVW0.98470.9677817
MFN1-KMT2Cchr3179069823chr7151921264339HLA-B57:02VAFFGRCVW0.98290.9774817
MFN1-KMT2Cchr3179069823chr7151921264339HLA-A74:01HMKVAFFGR0.97350.5904514
MFN1-KMT2Cchr3179069823chr7151921264339HLA-B53:02VAFFGRCVW0.97340.7769817
MFN1-KMT2Cchr3179069823chr7151921264339HLA-B57:10KVAFFGRCVW0.99980.9853717
MFN1-KMT2Cchr3179069823chr7151921264339HLA-B57:04KVAFFGRCVW0.99920.9381717
MFN1-KMT2Cchr3179069823chr7151921264339HLA-B58:06KVAFFGRCVW0.99890.9761717
MFN1-KMT2Cchr3179069823chr7151921264339HLA-A32:01KVAFFGRCVW0.99530.975717

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Potential FusionNeoAntigen Information of MFN1-KMT2C 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 MFN1-KMT2C

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
5946MKVAFFGRCVWCRHMFN1KMT2Cchr3179069823chr7151921264339

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of MFN1-KMT2C

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-B14:023BVN5946MKVAFFGRCVWCRH-7.9962-8.1096
HLA-B14:023BVN5946MKVAFFGRCVWCRH-5.70842-6.74372
HLA-B52:013W395946MKVAFFGRCVWCRH-6.83737-6.95077
HLA-B52:013W395946MKVAFFGRCVWCRH-4.4836-5.5189
HLA-A11:014UQ25946MKVAFFGRCVWCRH-10.0067-10.1201
HLA-A11:014UQ25946MKVAFFGRCVWCRH-9.03915-10.0745
HLA-A24:025HGA5946MKVAFFGRCVWCRH-6.56204-6.67544
HLA-A24:025HGA5946MKVAFFGRCVWCRH-5.42271-6.45801
HLA-B44:053DX85946MKVAFFGRCVWCRH-7.85648-8.89178
HLA-B44:053DX85946MKVAFFGRCVWCRH-5.3978-5.5112
HLA-A02:016TDR5946MKVAFFGRCVWCRH-3.37154-4.40684

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Vaccine Design for the FusionNeoAntigens of MFN1-KMT2C

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
MFN1-KMT2Cchr3179069823chr7151921264514HMKVAFFGRCATGAAGGTGGCATTTTTTGGCAGGTG
MFN1-KMT2Cchr3179069823chr7151921264717KVAFFGRCVWGGTGGCATTTTTTGGCAGGTGTGTTTGGTG
MFN1-KMT2Cchr3179069823chr7151921264817VAFFGRCVWGGCATTTTTTGGCAGGTGTGTTTGGTG
MFN1-KMT2Cchr3179069823chr7151921264919AFFGRCVWCRATTTTTTGGCAGGTGTGTTTGGTGCAGACA

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 MFN1-KMT2C

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
LUSCMFN1-KMT2Cchr3179069823ENST00000263969chr7151921264ENST00000262189TCGA-L3-A524-01A

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Potential target of CAR-T therapy development for MFN1-KMT2C

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 MFN1-KMT2C

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 MFN1-KMT2C

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