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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:MET-TFG

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: MET-TFG
FusionPDB ID: 53038
FusionGDB2.0 ID: 53038
HgeneTgene
Gene symbol

MET

TFG

Gene ID

8731

10342

Gene nameRNA guanine-7 methyltransferasetrafficking from ER to golgi regulator
SynonymsCMT1|CMT1c|MET|Met|RG7MT1|cm1p|hCMT1|hMetHMSNP|SPG57|TF6|TRKT3
Cytomap

18p11.21

3q12.2

Type of geneprotein-codingprotein-coding
DescriptionmRNA cap guanine-N7 methyltransferaseRNA (guanine-7-) methyltransferasehcm1pmRNA (guanine-7-)methyltransferasemRNA (guanine-N(7)-)-methyltransferasemRNA cap methyltransferaseprotein TFGTRK-fusedTRK-fused gene proteinTRKT3 oncogene
Modification date2020032920200313
UniProtAcc

Q9H1A3

Main function of 5'-partner protein:

Q92734

Main function of 5'-partner protein: FUNCTION: Plays a role in the normal dynamic function of the endoplasmic reticulum (ER) and its associated microtubules (PubMed:23479643, PubMed:27813252). Required for secretory cargo traffic from the endoplasmic reticulum to the Golgi apparatus (PubMed:21478858). {ECO:0000269|PubMed:21478858, ECO:0000269|PubMed:23479643, ECO:0000269|PubMed:27813252}.
Ensembl transtripts involved in fusion geneENST idsENST00000318493, ENST00000397752, 
ENST00000436117, ENST00000495962, 
ENST00000539704, 
ENST00000481203, 
ENST00000240851, ENST00000418917, 
ENST00000476228, ENST00000490574, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score11 X 10 X 9=9908 X 7 X 5=280
# samples 169
** MAII scorelog2(16/990*10)=-2.62935662007961
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(9/280*10)=-1.63742992061529
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: MET [Title/Abstract] AND TFG [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: MET [Title/Abstract] AND TFG [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)MET(116412043)-TFG(100455420), # samples:3
TFG(100451516)-MET(116414935), # samples:3
Anticipated loss of major functional domain due to fusion event.MET-TFG 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.
MET-TFG 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.
MET-TFG 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.
MET-TFG 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.
TFG-MET 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.
TFG-MET 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
HgeneMET

GO:0006370

7-methylguanosine mRNA capping

27422871



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/chr7:116412043/chr3:100455420)
- 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 MET (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 TFG (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)
ENST00000397752METchr7116412043+ENST00000418917TFGchr3100455420+4250322820038381212
ENST00000397752METchr7116412043+ENST00000490574TFGchr3100455420+4247322820038501216
ENST00000397752METchr7116412043+ENST00000240851TFGchr3100455420+4286322820038501216
ENST00000397752METchr7116412043+ENST00000476228TFGchr3100455420+4272322820038381212
ENST00000318493METchr7116412043+ENST00000418917TFGchr3100455420+4291326918738791230
ENST00000318493METchr7116412043+ENST00000490574TFGchr3100455420+4288326918738911234
ENST00000318493METchr7116412043+ENST00000240851TFGchr3100455420+4327326918738911234
ENST00000318493METchr7116412043+ENST00000476228TFGchr3100455420+4313326918738791230
ENST00000397752METchr7116412043+ENST00000418917TFGchr3100455419+4250322820038381212
ENST00000397752METchr7116412043+ENST00000490574TFGchr3100455419+4247322820038501216
ENST00000397752METchr7116412043+ENST00000240851TFGchr3100455419+4286322820038501216
ENST00000397752METchr7116412043+ENST00000476228TFGchr3100455419+4272322820038381212
ENST00000318493METchr7116412043+ENST00000418917TFGchr3100455419+4291326918738791230
ENST00000318493METchr7116412043+ENST00000490574TFGchr3100455419+4288326918738911234
ENST00000318493METchr7116412043+ENST00000240851TFGchr3100455419+4327326918738911234
ENST00000318493METchr7116412043+ENST00000476228TFGchr3100455419+4313326918738791230

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
ENST00000397752ENST00000418917METchr7116412043+TFGchr3100455420+0.0002532880.99974674
ENST00000397752ENST00000490574METchr7116412043+TFGchr3100455420+0.0002258930.99977416
ENST00000397752ENST00000240851METchr7116412043+TFGchr3100455420+0.000215470.9997845
ENST00000397752ENST00000476228METchr7116412043+TFGchr3100455420+0.0002468730.9997532
ENST00000318493ENST00000418917METchr7116412043+TFGchr3100455420+0.0004015190.99959844
ENST00000318493ENST00000490574METchr7116412043+TFGchr3100455420+0.0002569470.99974304
ENST00000318493ENST00000240851METchr7116412043+TFGchr3100455420+0.0002445470.99975544
ENST00000318493ENST00000476228METchr7116412043+TFGchr3100455420+0.0003927390.99960726
ENST00000397752ENST00000418917METchr7116412043+TFGchr3100455419+0.0002532880.99974674
ENST00000397752ENST00000490574METchr7116412043+TFGchr3100455419+0.0002258930.99977416
ENST00000397752ENST00000240851METchr7116412043+TFGchr3100455419+0.000215470.9997845
ENST00000397752ENST00000476228METchr7116412043+TFGchr3100455419+0.0002468730.9997532
ENST00000318493ENST00000418917METchr7116412043+TFGchr3100455419+0.0004015190.99959844
ENST00000318493ENST00000490574METchr7116412043+TFGchr3100455419+0.0002569470.99974304
ENST00000318493ENST00000240851METchr7116412043+TFGchr3100455419+0.0002445470.99975544
ENST00000318493ENST00000476228METchr7116412043+TFGchr3100455419+0.0003927390.99960726

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 MET-TFG

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
METchr7116412043TFGchr310045541932281009SNESVDYRATFPEGPPSAPAEDRSGT
METchr7116412043TFGchr310045541932691027SNESVDYRATFPEGPPSAPAEDRSGT
METchr7116412043TFGchr310045542032281009SNESVDYRATFPEGPPSAPAEDRSGT
METchr7116412043TFGchr310045542032691027SNESVDYRATFPEGPPSAPAEDRSGT

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Potential FusionNeoAntigen Information of MET-TFG 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.
MET-TFG_116412043_100455419.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)
MET-TFGchr7116412043chr31004554193269HLA-B56:01FPEGPPSA0.99720.6731018
MET-TFGchr7116412043chr31004554193269HLA-B56:01FPEGPPSAP0.97720.70851019
MET-TFGchr7116412043chr31004554193269HLA-B35:02FPEGPPSAP0.81760.98531019
MET-TFGchr7116412043chr31004554193269HLA-B35:04FPEGPPSAP0.81760.98531019
MET-TFGchr7116412043chr31004554193269HLA-B56:01FPEGPPSAPA0.99470.91621020
MET-TFGchr7116412043chr31004554193269HLA-B55:01FPEGPPSAPA0.98760.77281020
MET-TFGchr7116412043chr31004554193269HLA-A30:08ATFPEGPPSA0.83440.9414818
MET-TFGchr7116412043chr31004554193269HLA-A02:21ATFPEGPPSA0.81450.7515818
MET-TFGchr7116412043chr31004554193269HLA-B54:01FPEGPPSA0.99870.88681018
MET-TFGchr7116412043chr31004554193269HLA-B78:01FPEGPPSA0.99670.96581018
MET-TFGchr7116412043chr31004554193269HLA-B54:01FPEGPPSAP0.99580.84981019
MET-TFGchr7116412043chr31004554193269HLA-B73:01YRATFPEGP0.97190.8049615
MET-TFGchr7116412043chr31004554193269HLA-B56:04FPEGPPSAP0.91330.68621019
MET-TFGchr7116412043chr31004554193269HLA-B35:12FPEGPPSAP0.81760.98531019
MET-TFGchr7116412043chr31004554193269HLA-C04:14TFPEGPPSA0.58280.9855918
MET-TFGchr7116412043chr31004554193269HLA-B78:01FPEGPPSAP0.55590.97051019
MET-TFGchr7116412043chr31004554193269HLA-B54:01FPEGPPSAPA0.99870.97071020
MET-TFGchr7116412043chr31004554193269HLA-B56:04FPEGPPSAPA0.98950.89011020
MET-TFGchr7116412043chr31004554193269HLA-B78:01FPEGPPSAPA0.8290.98291020
MET-TFGchr7116412043chr31004554193269HLA-B55:02FPEGPPSA0.99670.7361018
MET-TFGchr7116412043chr31004554193269HLA-B78:02FPEGPPSA0.99670.98931018
MET-TFGchr7116412043chr31004554193269HLA-B56:05FPEGPPSA0.99660.91311018
MET-TFGchr7116412043chr31004554193269HLA-B55:02FPEGPPSAP0.95720.72771019
MET-TFGchr7116412043chr31004554193269HLA-B56:02FPEGPPSAP0.91330.68621019
MET-TFGchr7116412043chr31004554193269HLA-B35:09FPEGPPSAP0.81760.98531019
MET-TFGchr7116412043chr31004554193269HLA-B56:05FPEGPPSAP0.730.92741019
MET-TFGchr7116412043chr31004554193269HLA-B67:01FPEGPPSAP0.58850.98711019
MET-TFGchr7116412043chr31004554193269HLA-B78:02FPEGPPSAP0.46010.97861019
MET-TFGchr7116412043chr31004554193269HLA-C14:03TFPEGPPSA0.27360.9912918
MET-TFGchr7116412043chr31004554193269HLA-C14:02TFPEGPPSA0.27360.9912918
MET-TFGchr7116412043chr31004554193269HLA-B55:02FPEGPPSAPA0.99350.93131020
MET-TFGchr7116412043chr31004554193269HLA-B56:02FPEGPPSAPA0.98950.89011020
MET-TFGchr7116412043chr31004554193269HLA-B67:01FPEGPPSAPA0.90940.99221020
MET-TFGchr7116412043chr31004554193269HLA-B56:05FPEGPPSAPA0.90680.95211020
MET-TFGchr7116412043chr31004554193269HLA-A02:06ATFPEGPPSA0.81450.7515818
MET-TFGchr7116412043chr31004554193269HLA-B78:02FPEGPPSAPA0.70410.98651020

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Potential FusionNeoAntigen Information of MET-TFG 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.
MET-TFG_116412043_100455419.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)
MET-TFGchr7116412043chr31004554193269DRB1-0806NESVDYRATFPEGPP116
MET-TFGchr7116412043chr31004554193269DRB1-1457NESVDYRATFPEGPP116

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Fusion breakpoint peptide structures of MET-TFG

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
10782YRATFPEGPPSAPAMETTFGchr7116412043chr31004554193269

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of MET-TFG

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-B14:023BVN10782YRATFPEGPPSAPA-7.15543-7.26883
HLA-B14:023BVN10782YRATFPEGPPSAPA-4.77435-5.80965
HLA-B52:013W3910782YRATFPEGPPSAPA-6.80875-6.92215
HLA-B52:013W3910782YRATFPEGPPSAPA-4.20386-5.23916
HLA-A11:014UQ210782YRATFPEGPPSAPA-7.5194-8.5547
HLA-A11:014UQ210782YRATFPEGPPSAPA-6.9601-7.0735
HLA-A24:025HGA10782YRATFPEGPPSAPA-7.52403-7.63743
HLA-A24:025HGA10782YRATFPEGPPSAPA-5.82433-6.85963
HLA-B27:056PYJ10782YRATFPEGPPSAPA-3.28285-4.31815
HLA-B44:053DX810782YRATFPEGPPSAPA-5.91172-6.94702
HLA-B44:053DX810782YRATFPEGPPSAPA-4.24346-4.35686

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Vaccine Design for the FusionNeoAntigens of MET-TFG

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
MET-TFGchr7116412043chr31004554191018FPEGPPSATTCCAGAAGGGCCACCCAGTGCTC
MET-TFGchr7116412043chr31004554191019FPEGPPSAPTTCCAGAAGGGCCACCCAGTGCTCCTG
MET-TFGchr7116412043chr31004554191020FPEGPPSAPATTCCAGAAGGGCCACCCAGTGCTCCTGCAG
MET-TFGchr7116412043chr3100455419615YRATFPEGPACCGAGCTACTTTTCCAGAAGGGCCAC
MET-TFGchr7116412043chr3100455419818ATFPEGPPSACTACTTTTCCAGAAGGGCCACCCAGTGCTC
MET-TFGchr7116412043chr3100455419918TFPEGPPSACTTTTCCAGAAGGGCCACCCAGTGCTC

check button mRNA and peptide sequences of FusionNeoAntigens that have potential interaction with HLA-IIs.
Fusion geneHchrHbpTchrTbpStart in +/-13AAEnd in +/-13AAFusionNeoAntigen peptideFusionNEoAntigen RNA sequence
MET-TFGchr7116412043chr3100455419116NESVDYRATFPEGPPATGAATCTGTAGACTACCGAGCTACTTTTCCAGAAGGGCCACCCA

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Information of the samples that have these potential fusion neoantigens of MET-TFG

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
THCAMET-TFGchr7116412043ENST00000318493chr3100455419ENST00000240851TCGA-FK-A3S3

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Potential target of CAR-T therapy development for MET-TFG

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
HgeneMETchr7:116412043chr3:100455419ENST00000318493+1421933_95510271409.0TransmembraneHelical
HgeneMETchr7:116412043chr3:100455419ENST00000397752+1421933_95510091391.0TransmembraneHelical
HgeneMETchr7:116412043chr3:100455420ENST00000318493+1421933_95510271409.0TransmembraneHelical
HgeneMETchr7:116412043chr3:100455420ENST00000397752+1421933_95510091391.0TransmembraneHelical

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 MET-TFG

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 MET-TFG

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
TgeneTFGC3714897SPASTIC PARAPLEGIA 57, AUTOSOMAL RECESSIVE5CTD_human;GENOMICS_ENGLAND;ORPHANET;UNIPROT
TgeneTFGC1858338Neuropathy, hereditary motor and sensory, Okinawa type4CTD_human;GENOMICS_ENGLAND;ORPHANET;UNIPROT
TgeneTFGC0238463Papillary thyroid carcinoma2ORPHANET
TgeneTFGC0442874Neuropathy1GENOMICS_ENGLAND
TgeneTFGC1275278Extraskeletal Myxoid Chondrosarcoma1GENOMICS_ENGLAND;ORPHANET
TgeneTFGC3714756Intellectual Disability1GENOMICS_ENGLAND