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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:ATG5-MLLT4

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: ATG5-MLLT4
FusionPDB ID: 7595
FusionGDB2.0 ID: 7595
HgeneTgene
Gene symbol

ATG5

MLLT4

Gene ID

9474

4301

Gene nameautophagy related 5afadin, adherens junction formation factor
SynonymsAPG5|APG5-LIKE|APG5L|ASP|SCAR25|hAPG5AF6|MLL-AF6|MLLT4|l-afadin
Cytomap

6q21

6q27

Type of geneprotein-codingprotein-coding
Descriptionautophagy protein 5APG5 autophagy 5-likeATG5 autophagy related 5 homologapoptosis-specific proteinafadinALL1-fused gene from chromosome 6 proteinmyeloid/lymphoid or mixed-lineage leukemia (trithorax homolog, Drosophila); translocated to, 4myeloid/lymphoid or mixed-lineage leukemia; translocated to, 4protein AF-6
Modification date2020031320200322
UniProtAcc

Q9H1Y0

Main function of 5'-partner protein: FUNCTION: Involved in autophagic vesicle formation. Conjugation with ATG12, through a ubiquitin-like conjugating system involving ATG7 as an E1-like activating enzyme and ATG10 as an E2-like conjugating enzyme, is essential for its function. The ATG12-ATG5 conjugate acts as an E3-like enzyme which is required for lipidation of ATG8 family proteins and their association to the vesicle membranes. Involved in mitochondrial quality control after oxidative damage, and in subsequent cellular longevity. Plays a critical role in multiple aspects of lymphocyte development and is essential for both B and T lymphocyte survival and proliferation. Required for optimal processing and presentation of antigens for MHC II. Involved in the maintenance of axon morphology and membrane structures, as well as in normal adipocyte differentiation. Promotes primary ciliogenesis through removal of OFD1 from centriolar satellites and degradation of IFT20 via the autophagic pathway. {ECO:0000250|UniProtKB:Q99J83, ECO:0000269|PubMed:12207896, ECO:0000269|PubMed:20580051, ECO:0000269|PubMed:22170153, ECO:0000269|PubMed:26812546}.; FUNCTION: May play an important role in the apoptotic process, possibly within the modified cytoskeleton. Its expression is a relatively late event in the apoptotic process, occurring downstream of caspase activity. Plays a crucial role in IFN-gamma-induced autophagic cell death by interacting with FADD. {ECO:0000269|PubMed:15778222, ECO:0000269|PubMed:7796880}.; FUNCTION: (Microbial infection) May act as a proviral factor. In association with ATG12, negatively regulates the innate antiviral immune response by impairing the type I IFN production pathway upon vesicular stomatitis virus (VSV) infection (PubMed:17709747). Required for the translation of incoming hepatitis C virus (HCV) RNA and, thereby, for initiation of HCV replication, but not required once infection is established (PubMed:19666601). {ECO:0000269|PubMed:17709747, ECO:0000269|PubMed:19666601}.
.
Ensembl transtripts involved in fusion geneENST idsENST00000360666, ENST00000343245, 
ENST00000369070, ENST00000369076, 
ENST00000475645, 
ENST00000344191, 
ENST00000351017, ENST00000366806, 
ENST00000392108, ENST00000392112, 
ENST00000400822, ENST00000447894, 
ENST00000507679, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score25 X 16 X 9=36008 X 5 X 6=240
# samples 298
** MAII scorelog2(29/3600*10)=-3.6338721012021
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(8/240*10)=-1.58496250072116
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: ATG5 [Title/Abstract] AND MLLT4 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: ATG5 [Title/Abstract] AND MLLT4 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)ATG5(106649847)-MLLT4(168265231), # samples:1
Anticipated loss of major functional domain due to fusion event.ATG5-MLLT4 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.
ATG5-MLLT4 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/chr6:106649847/chr6:168265231)
- 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 ATG5 (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 MLLT4 (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)
ENST00000369070ATG5chr6106649847-ENST00000344191MLLT4chr6168265231+585988786957791636
ENST00000369070ATG5chr6106649847-ENST00000351017MLLT4chr6168265231+643388786962771802
ENST00000369070ATG5chr6106649847-ENST00000392108MLLT4chr6168265231+745288786957371622
ENST00000369070ATG5chr6106649847-ENST00000392112MLLT4chr6168265231+810188786960131714
ENST00000369070ATG5chr6106649847-ENST00000366806MLLT4chr6168265231+834488786962561795
ENST00000369070ATG5chr6106649847-ENST00000447894MLLT4chr6168265231+625788786962561796
ENST00000369070ATG5chr6106649847-ENST00000400822MLLT4chr6168265231+837588786962861805
ENST00000369076ATG5chr6106649847-ENST00000344191MLLT4chr6168265231+5987101599759071636
ENST00000369076ATG5chr6106649847-ENST00000351017MLLT4chr6168265231+6561101599764051802
ENST00000369076ATG5chr6106649847-ENST00000392108MLLT4chr6168265231+7580101599758651622
ENST00000369076ATG5chr6106649847-ENST00000392112MLLT4chr6168265231+8229101599761411714
ENST00000369076ATG5chr6106649847-ENST00000366806MLLT4chr6168265231+8472101599763841795
ENST00000369076ATG5chr6106649847-ENST00000447894MLLT4chr6168265231+6385101599763841796
ENST00000369076ATG5chr6106649847-ENST00000400822MLLT4chr6168265231+8503101599764141805

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
ENST00000369070ENST00000344191ATG5chr6106649847-MLLT4chr6168265231+0.0073629460.99263704
ENST00000369070ENST00000351017ATG5chr6106649847-MLLT4chr6168265231+0.0042319940.9957681
ENST00000369070ENST00000392108ATG5chr6106649847-MLLT4chr6168265231+0.0011984550.9988016
ENST00000369070ENST00000392112ATG5chr6106649847-MLLT4chr6168265231+0.0011571880.99884284
ENST00000369070ENST00000366806ATG5chr6106649847-MLLT4chr6168265231+0.0009334010.99906665
ENST00000369070ENST00000447894ATG5chr6106649847-MLLT4chr6168265231+0.0049499190.99505013
ENST00000369070ENST00000400822ATG5chr6106649847-MLLT4chr6168265231+0.0024754650.99752456
ENST00000369076ENST00000344191ATG5chr6106649847-MLLT4chr6168265231+0.0080563570.9919436
ENST00000369076ENST00000351017ATG5chr6106649847-MLLT4chr6168265231+0.0045868110.99541324
ENST00000369076ENST00000392108ATG5chr6106649847-MLLT4chr6168265231+0.0013391520.9986608
ENST00000369076ENST00000392112ATG5chr6106649847-MLLT4chr6168265231+0.0013353080.99866474
ENST00000369076ENST00000366806ATG5chr6106649847-MLLT4chr6168265231+0.0010736880.99892634
ENST00000369076ENST00000447894ATG5chr6106649847-MLLT4chr6168265231+0.0053257250.9946742
ENST00000369076ENST00000400822ATG5chr6106649847-MLLT4chr6168265231+0.002865730.9971342

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 ATG5-MLLT4

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

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Potential FusionNeoAntigen Information of ATG5-MLLT4 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 ATG5-MLLT4 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 ATG5-MLLT4

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 ATG5-MLLT4

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 ATG5-MLLT4

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 ATG5-MLLT4

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 ATG5-MLLT4

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 ATG5-MLLT4

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 ATG5-MLLT4

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