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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:KMT2E-TUFT1

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: KMT2E-TUFT1
FusionPDB ID: 43295
FusionGDB2.0 ID: 54225
HgeneTgene
Gene symbol

KMT2E

TUFT1

Gene ID

55904

7286

Gene namelysine methyltransferase 2E (inactive)tuftelin 1
SynonymsHDCMC04P|MLL5|NKp44L|ODLURO-
Cytomap

7q22.3

1q21.3

Type of geneprotein-codingprotein-coding
Descriptioninactive histone-lysine N-methyltransferase 2Ehistone-lysine N-methyltransferase 2Ehistone-lysine N-methyltransferase MLL5inactive lysine N-methyltransferase 2Elysine (K)-specific methyltransferase 2Emyeloid/lymphoid or mixed-lineage leukemia 5 (trittuftelin
Modification date2020031420200313
UniProtAcc

Q8IZD2

Main function of 5'-partner protein: FUNCTION: Associates with chromatin regions downstream of transcriptional start sites of active genes and thus regulates gene transcription (PubMed:23629655, PubMed:24130829, PubMed:23798402). Chromatin interaction is mediated via the binding to tri-methylated histone H3 at 'Lys-4' (H3K4me3) (PubMed:24130829, PubMed:23798402). Key regulator of hematopoiesis involved in terminal myeloid differentiation and in the regulation of hematopoietic stem cell (HSCs) self-renewal by a mechanism that involves DNA methylation (By similarity). Also acts as an important cell cycle regulator, participating in cell cycle regulatory network machinery at multiple cell cycle stages including G1/S transition, S phase progression and mitotic entry (PubMed:14718661, PubMed:18573682, PubMed:19264965, PubMed:23629655). Recruited to E2F1 responsive promoters by HCFC1 where it stimulates tri-methylation of histone H3 at 'Lys-4' and transcriptional activation and thereby facilitates G1 to S phase transition (PubMed:23629655). During myoblast differentiation, required to suppress inappropriate expression of S-phase-promoting genes and maintain expression of determination genes in quiescent cells (By similarity). {ECO:0000250|UniProtKB:Q3UG20, ECO:0000269|PubMed:14718661, ECO:0000269|PubMed:18573682, ECO:0000269|PubMed:23629655, ECO:0000269|PubMed:23798402, ECO:0000269|PubMed:24130829}.; FUNCTION: [Isoform NKp44L]: Cellular ligand for NCR2/NKp44, may play a role as a danger signal in cytotoxicity and NK-cell-mediated innate immunity. {ECO:0000269|PubMed:23958951}.
.
Ensembl transtripts involved in fusion geneENST idsENST00000257745, ENST00000311117, 
ENST00000334877, ENST00000334914, 
ENST00000476671, ENST00000480368, 
ENST00000353024, ENST00000368848, 
ENST00000368849, ENST00000392712, 
ENST00000538902, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score18 X 21 X 9=34029 X 9 X 4=324
# samples 2810
** MAII scorelog2(28/3402*10)=-3.60288440871842
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(10/324*10)=-1.6959938131099
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: KMT2E [Title/Abstract] AND TUFT1 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: KMT2E [Title/Abstract] AND TUFT1 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)KMT2E(104748372)-TUFT1(151542133), # samples:1
TUFT1(151538704)-KMT2E(104749389), # samples:1
Anticipated loss of major functional domain due to fusion event.TUFT1-KMT2E 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.
TUFT1-KMT2E 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.
KMT2E-TUFT1 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.
KMT2E-TUFT1 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.
KMT2E-TUFT1 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.
KMT2E-TUFT1 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/chr7:104748372/chr1:151542133)
- 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 KMT2E (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 TUFT1 (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)
ENST00000311117KMT2Echr7104748372+ENST00000353024TUFT1chr1151542133+6581401354547051386
ENST00000311117KMT2Echr7104748372+ENST00000392712TUFT1chr1151542133+6582401354547051386
ENST00000311117KMT2Echr7104748372+ENST00000368849TUFT1chr1151542133+6582401354547051386
ENST00000311117KMT2Echr7104748372+ENST00000368848TUFT1chr1151542133+6582401354547051386
ENST00000311117KMT2Echr7104748372+ENST00000538902TUFT1chr1151542133+5103401354547051386
ENST00000334914KMT2Echr7104748372+ENST00000353024TUFT1chr1151542133+6570400253446941386
ENST00000334914KMT2Echr7104748372+ENST00000392712TUFT1chr1151542133+6571400253446941386
ENST00000334914KMT2Echr7104748372+ENST00000368849TUFT1chr1151542133+6571400253446941386
ENST00000334914KMT2Echr7104748372+ENST00000368848TUFT1chr1151542133+6571400253446941386
ENST00000334914KMT2Echr7104748372+ENST00000538902TUFT1chr1151542133+5092400253446941386
ENST00000257745KMT2Echr7104748372+ENST00000353024TUFT1chr1151542133+6422385438645461386
ENST00000257745KMT2Echr7104748372+ENST00000392712TUFT1chr1151542133+6423385438645461386
ENST00000257745KMT2Echr7104748372+ENST00000368849TUFT1chr1151542133+6423385438645461386
ENST00000257745KMT2Echr7104748372+ENST00000368848TUFT1chr1151542133+6423385438645461386
ENST00000257745KMT2Echr7104748372+ENST00000538902TUFT1chr1151542133+4944385438645461386
ENST00000334877KMT2Echr7104748372+ENST00000353024TUFT1chr1151542133+6570400253446941386
ENST00000334877KMT2Echr7104748372+ENST00000392712TUFT1chr1151542133+6571400253446941386
ENST00000334877KMT2Echr7104748372+ENST00000368849TUFT1chr1151542133+6571400253446941386
ENST00000334877KMT2Echr7104748372+ENST00000368848TUFT1chr1151542133+6571400253446941386
ENST00000334877KMT2Echr7104748372+ENST00000538902TUFT1chr1151542133+5092400253446941386

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
ENST00000311117ENST00000353024KMT2Echr7104748372+TUFT1chr1151542133+0.0005327020.9994673
ENST00000311117ENST00000392712KMT2Echr7104748372+TUFT1chr1151542133+0.0005334620.9994666
ENST00000311117ENST00000368849KMT2Echr7104748372+TUFT1chr1151542133+0.0005334620.9994666
ENST00000311117ENST00000368848KMT2Echr7104748372+TUFT1chr1151542133+0.0005334620.9994666
ENST00000311117ENST00000538902KMT2Echr7104748372+TUFT1chr1151542133+0.0010765970.99892336
ENST00000334914ENST00000353024KMT2Echr7104748372+TUFT1chr1151542133+0.0005172780.99948275
ENST00000334914ENST00000392712KMT2Echr7104748372+TUFT1chr1151542133+0.000518050.999482
ENST00000334914ENST00000368849KMT2Echr7104748372+TUFT1chr1151542133+0.000518050.999482
ENST00000334914ENST00000368848KMT2Echr7104748372+TUFT1chr1151542133+0.000518050.999482
ENST00000334914ENST00000538902KMT2Echr7104748372+TUFT1chr1151542133+0.0010410820.99895895
ENST00000257745ENST00000353024KMT2Echr7104748372+TUFT1chr1151542133+0.0004608090.99953926
ENST00000257745ENST00000392712KMT2Echr7104748372+TUFT1chr1151542133+0.0004613490.99953866
ENST00000257745ENST00000368849KMT2Echr7104748372+TUFT1chr1151542133+0.0004613490.99953866
ENST00000257745ENST00000368848KMT2Echr7104748372+TUFT1chr1151542133+0.0004613490.99953866
ENST00000257745ENST00000538902KMT2Echr7104748372+TUFT1chr1151542133+0.0009433140.99905664
ENST00000334877ENST00000353024KMT2Echr7104748372+TUFT1chr1151542133+0.0005172780.99948275
ENST00000334877ENST00000392712KMT2Echr7104748372+TUFT1chr1151542133+0.000518050.999482
ENST00000334877ENST00000368849KMT2Echr7104748372+TUFT1chr1151542133+0.000518050.999482
ENST00000334877ENST00000368848KMT2Echr7104748372+TUFT1chr1151542133+0.000518050.999482
ENST00000334877ENST00000538902KMT2Echr7104748372+TUFT1chr1151542133+0.0010410820.99895895

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 KMT2E-TUFT1

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
KMT2Echr7104748372TUFT1chr115154213338541156GNCTPQNPPQKKKVDTCINEDVESLR
KMT2Echr7104748372TUFT1chr115154213340021156GNCTPQNPPQKKKVDTCINEDVESLR
KMT2Echr7104748372TUFT1chr115154213340131156GNCTPQNPPQKKKVDTCINEDVESLR

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Potential FusionNeoAntigen Information of KMT2E-TUFT1 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.

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)

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Potential FusionNeoAntigen Information of KMT2E-TUFT1 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 KMT2E-TUFT1

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.

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of KMT2E-TUFT1

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

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Vaccine Design for the FusionNeoAntigens of KMT2E-TUFT1

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

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 KMT2E-TUFT1

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

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Potential target of CAR-T therapy development for KMT2E-TUFT1

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 KMT2E-TUFT1

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 KMT2E-TUFT1

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