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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:EEF1G-ENG

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: EEF1G-ENG
FusionPDB ID: 25201
FusionGDB2.0 ID: 25201
HgeneTgene
Gene symbol

EEF1G

ENG

Gene ID

1937

2022

Gene nameeukaryotic translation elongation factor 1 gammaendoglin
SynonymsEF1G|GIG35END|HHT1|ORW1
Cytomap

11q12.3

9q34.11

Type of geneprotein-codingprotein-coding
Descriptionelongation factor 1-gammaEF-1-gammaPRO1608eEF-1B gammapancreatic tumor-related proteintranslation elongation factor eEF-1 gamma chainendoglinCD105 antigen
Modification date2020031320200329
UniProtAcc

P26641

Main function of 5'-partner protein: FUNCTION: Probably plays a role in anchoring the complex to other cellular components.

Q8NFI3

Main function of 5'-partner protein: FUNCTION: Endoglycosidase that releases N-glycans from glycoproteins by cleaving the beta-1,4-glycosidic bond in the N,N'-diacetylchitobiose core. Involved in the processing of free oligosaccharides in the cytosol. {ECO:0000269|PubMed:12114544}.
Ensembl transtripts involved in fusion geneENST idsENST00000329251, ENST00000378019, 
ENST00000532986, 
ENST00000480266, 
ENST00000344849, ENST00000373203, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score13 X 13 X 9=15216 X 7 X 4=168
# samples 216
** MAII scorelog2(21/1521*10)=-2.85655892005837
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(6/168*10)=-1.48542682717024
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: EEF1G [Title/Abstract] AND ENG [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: EEF1G [Title/Abstract] AND ENG [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)EEF1G(62334870)-ENG(130605524), # samples:1
Anticipated loss of major functional domain due to fusion event.EEF1G-ENG 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.
EEF1G-ENG 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.
EEF1G-ENG 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.
EEF1G-ENG 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
TgeneENG

GO:0001934

positive regulation of protein phosphorylation

12015308

TgeneENG

GO:0010862

positive regulation of pathway-restricted SMAD protein phosphorylation

12015308

TgeneENG

GO:0017015

regulation of transforming growth factor beta receptor signaling pathway

15702480

TgeneENG

GO:0030336

negative regulation of cell migration

19736306

TgeneENG

GO:0030513

positive regulation of BMP signaling pathway

17068149

TgeneENG

GO:0031953

negative regulation of protein autophosphorylation

12015308



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/chr11:62334870/chr9:130605524)
- 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 EEF1G (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 ENG (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)
ENST00000329251EEF1Gchr1162334870-ENST00000373203ENGchr9130605524-336378352692895
ENST00000329251EEF1Gchr1162334870-ENST00000344849ENGchr9130605524-349478352593862
ENST00000378019EEF1Gchr1162334870-ENST00000373203ENGchr9130605524-3473893912802903
ENST00000378019EEF1Gchr1162334870-ENST00000344849ENGchr9130605524-3604893912703870

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
ENST00000329251ENST00000373203EEF1Gchr1162334870-ENGchr9130605524-0.0104380940.98956186
ENST00000329251ENST00000344849EEF1Gchr1162334870-ENGchr9130605524-0.0106863180.98931366
ENST00000378019ENST00000373203EEF1Gchr1162334870-ENGchr9130605524-0.0050647940.9949352
ENST00000378019ENST00000344849EEF1Gchr1162334870-ENGchr9130605524-0.0052831550.9947168

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 EEF1G-ENG

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
EEF1Gchr1162334870ENGchr9130605524783259GEVKLCEKMAQFDGLAETVHCDLQPV
EEF1Gchr1162334870ENGchr9130605524893267GEVKLCEKMAQFDGLAETVHCDLQPV

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Potential FusionNeoAntigen Information of EEF1G-ENG 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.
EEF1G-ENG_62334870_130605524.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)
EEF1G-ENGchr1162334870chr9130605524783HLA-A02:22AQFDGLAET0.97130.7289918
EEF1G-ENGchr1162334870chr9130605524783HLA-A02:21AQFDGLAET0.96920.8028918
EEF1G-ENGchr1162334870chr9130605524783HLA-A02:60AQFDGLAET0.96630.7346918
EEF1G-ENGchr1162334870chr9130605524783HLA-B13:02AQFDGLAET0.78930.9553918
EEF1G-ENGchr1162334870chr9130605524783HLA-B50:01AQFDGLAET0.46680.9058918
EEF1G-ENGchr1162334870chr9130605524783HLA-A02:22AQFDGLAETV0.99770.7341919
EEF1G-ENGchr1162334870chr9130605524783HLA-A02:21AQFDGLAETV0.99690.7911919
EEF1G-ENGchr1162334870chr9130605524783HLA-A02:60AQFDGLAETV0.99680.7197919
EEF1G-ENGchr1162334870chr9130605524783HLA-A02:67AQFDGLAETV0.99670.7095919
EEF1G-ENGchr1162334870chr9130605524783HLA-A02:30AQFDGLAETV0.99670.7095919
EEF1G-ENGchr1162334870chr9130605524783HLA-A02:24AQFDGLAETV0.99670.7095919
EEF1G-ENGchr1162334870chr9130605524783HLA-A02:11AQFDGLAETV0.99650.723919
EEF1G-ENGchr1162334870chr9130605524783HLA-A02:38AQFDGLAETV0.99390.7768919
EEF1G-ENGchr1162334870chr9130605524783HLA-A02:27AQFDGLAETV0.99220.7023919
EEF1G-ENGchr1162334870chr9130605524783HLA-A02:04AQFDGLAETV0.99170.8848919
EEF1G-ENGchr1162334870chr9130605524783HLA-A02:16AQFDGLAETV0.99140.6096919
EEF1G-ENGchr1162334870chr9130605524783HLA-A02:13AQFDGLAETV0.99050.7768919
EEF1G-ENGchr1162334870chr9130605524783HLA-B48:01AQFDGLAETV0.94990.9359919
EEF1G-ENGchr1162334870chr9130605524783HLA-B13:02AQFDGLAETV0.92580.9806919
EEF1G-ENGchr1162334870chr9130605524783HLA-A02:29AQFDGLAETV0.90870.7126919
EEF1G-ENGchr1162334870chr9130605524783HLA-A02:35AQFDGLAETV0.90290.7178919
EEF1G-ENGchr1162334870chr9130605524783HLA-A02:20AQFDGLAETV0.85870.7162919
EEF1G-ENGchr1162334870chr9130605524783HLA-B13:01AQFDGLAETV0.84890.9955919
EEF1G-ENGchr1162334870chr9130605524783HLA-A02:19AQFDGLAETV0.79170.6154919
EEF1G-ENGchr1162334870chr9130605524783HLA-B39:13AQFDGLAETV0.73060.9911919
EEF1G-ENGchr1162334870chr9130605524783HLA-B52:01AQFDGLAETV0.39820.9965919
EEF1G-ENGchr1162334870chr9130605524783HLA-C04:10QFDGLAETV0.99950.98261019
EEF1G-ENGchr1162334870chr9130605524783HLA-C04:07QFDGLAETV0.99910.9821019
EEF1G-ENGchr1162334870chr9130605524783HLA-A02:05AQFDGLAET0.97370.6763918
EEF1G-ENGchr1162334870chr9130605524783HLA-A02:02AQFDGLAET0.97240.5565918
EEF1G-ENGchr1162334870chr9130605524783HLA-C04:14QFDGLAETV0.90150.97921019
EEF1G-ENGchr1162334870chr9130605524783HLA-B15:04AQFDGLAET0.79670.9836918
EEF1G-ENGchr1162334870chr9130605524783HLA-A02:05AQFDGLAETV0.99820.727919
EEF1G-ENGchr1162334870chr9130605524783HLA-A02:02AQFDGLAETV0.99790.6303919
EEF1G-ENGchr1162334870chr9130605524783HLA-A02:01AQFDGLAETV0.99670.7095919
EEF1G-ENGchr1162334870chr9130605524783HLA-B15:04AQFDGLAETV0.99130.9841919
EEF1G-ENGchr1162334870chr9130605524783HLA-B48:03AQFDGLAETV0.79260.8683919
EEF1G-ENGchr1162334870chr9130605524783HLA-B39:08AQFDGLAETV0.74370.9826919
EEF1G-ENGchr1162334870chr9130605524783HLA-B15:04AQFDGLAETVH0.99810.9513920
EEF1G-ENGchr1162334870chr9130605524783HLA-C04:03QFDGLAETV0.99960.9831019
EEF1G-ENGchr1162334870chr9130605524783HLA-C04:01QFDGLAETV0.99910.9821019
EEF1G-ENGchr1162334870chr9130605524783HLA-C18:01QFDGLAETV0.99910.98021019
EEF1G-ENGchr1162334870chr9130605524783HLA-A02:06AQFDGLAET0.96920.8028918
EEF1G-ENGchr1162334870chr9130605524783HLA-C04:04QFDGLAETV0.96890.98781019
EEF1G-ENGchr1162334870chr9130605524783HLA-A02:03AQFDGLAET0.96870.8162918
EEF1G-ENGchr1162334870chr9130605524783HLA-A02:14AQFDGLAET0.96850.804918
EEF1G-ENGchr1162334870chr9130605524783HLA-B50:04AQFDGLAET0.46680.9058918
EEF1G-ENGchr1162334870chr9130605524783HLA-B50:05AQFDGLAET0.46680.9058918
EEF1G-ENGchr1162334870chr9130605524783HLA-A02:03AQFDGLAETV0.99810.8143919
EEF1G-ENGchr1162334870chr9130605524783HLA-A02:14AQFDGLAETV0.9970.7773919
EEF1G-ENGchr1162334870chr9130605524783HLA-A02:06AQFDGLAETV0.99690.7911919
EEF1G-ENGchr1162334870chr9130605524783HLA-B15:73AQFDGLAETV0.98930.9937919
EEF1G-ENGchr1162334870chr9130605524783HLA-B15:30AQFDGLAETV0.97760.9918919
EEF1G-ENGchr1162334870chr9130605524783HLA-B40:49AQFDGLAETV0.82530.8661919
EEF1G-ENGchr1162334870chr9130605524783HLA-B40:21AQFDGLAETV0.81150.9173919
EEF1G-ENGchr1162334870chr9130605524783HLA-B39:02AQFDGLAETV0.79870.9905919
EEF1G-ENGchr1162334870chr9130605524783HLA-B40:12AQFDGLAETV0.79260.8683919
EEF1G-ENGchr1162334870chr9130605524783HLA-B15:50AQFDGLAETVH0.99980.9313920

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Potential FusionNeoAntigen Information of EEF1G-ENG 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 EEF1G-ENG

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
1847EKMAQFDGLAETVHEEF1GENGchr1162334870chr9130605524783

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of EEF1G-ENG

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-B14:023BVN1847EKMAQFDGLAETVH-7.9962-8.1096
HLA-B14:023BVN1847EKMAQFDGLAETVH-5.70842-6.74372
HLA-B52:013W391847EKMAQFDGLAETVH-6.83737-6.95077
HLA-B52:013W391847EKMAQFDGLAETVH-4.4836-5.5189
HLA-A11:014UQ21847EKMAQFDGLAETVH-10.0067-10.1201
HLA-A11:014UQ21847EKMAQFDGLAETVH-9.03915-10.0745
HLA-A24:025HGA1847EKMAQFDGLAETVH-6.56204-6.67544
HLA-A24:025HGA1847EKMAQFDGLAETVH-5.42271-6.45801
HLA-B44:053DX81847EKMAQFDGLAETVH-7.85648-8.89178
HLA-B44:053DX81847EKMAQFDGLAETVH-5.3978-5.5112
HLA-A02:016TDR1847EKMAQFDGLAETVH-3.37154-4.40684

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Vaccine Design for the FusionNeoAntigens of EEF1G-ENG

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
EEF1G-ENGchr1162334870chr91306055241019QFDGLAETVAGTTTGATGGTCTTGCAGAAACAGTCC
EEF1G-ENGchr1162334870chr9130605524918AQFDGLAETCCCAGTTTGATGGTCTTGCAGAAACAG
EEF1G-ENGchr1162334870chr9130605524919AQFDGLAETVCCCAGTTTGATGGTCTTGCAGAAACAGTCC
EEF1G-ENGchr1162334870chr9130605524920AQFDGLAETVHCCCAGTTTGATGGTCTTGCAGAAACAGTCCATT

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 EEF1G-ENG

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
UCECEEF1G-ENGchr1162334870ENST00000329251chr9130605524ENST00000344849TCGA-EO-A1Y5

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Potential target of CAR-T therapy development for EEF1G-ENG

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
TgeneENGchr11:62334870chr9:130605524ENST00000344849014587_6110626.0TransmembraneHelical
TgeneENGchr11:62334870chr9:130605524ENST00000373203015587_6110659.0TransmembraneHelical

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 EEF1G-ENG

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 EEF1G-ENG

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