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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:ZMYND8-TFE3

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: ZMYND8-TFE3
FusionPDB ID: 101420
FusionGDB2.0 ID: 101420
HgeneTgene
Gene symbol

ZMYND8

TFE3

Gene ID

23613

7030

Gene namezinc finger MYND-type containing 8transcription factor binding to IGHM enhancer 3
SynonymsPRKCBP1|PRO2893|RACK7RCCP2|RCCX1|TFEA|bHLHe33
Cytomap

20q13.12

Xp11.23

Type of geneprotein-codingprotein-coding
Descriptionprotein kinase C-binding protein 1CTCL tumor antigen se14-3cutaneous T-cell lymphoma-associated antigen se14-3predicted protein of HQ2893zinc finger MYND domain-containing protein 8transcription factor E3class E basic helix-loop-helix protein 33transcription factor E family, member Atranscription factor for IgH enhancertranscription factor for immunoglobulin heavy-chain enhancer 3
Modification date2020031320200327
UniProtAcc.

P19532

Main function of 5'-partner protein: FUNCTION: Transcription factor that acts as a master regulator of lysosomal biogenesis and immune response (PubMed:2338243, PubMed:29146937, PubMed:30733432, PubMed:31672913). Specifically recognizes and binds E-box sequences (5'-CANNTG-3'); efficient DNA-binding requires dimerization with itself or with another MiT/TFE family member such as TFEB or MITF (By similarity). Involved in the cellular response to amino acid availability by acting downstream of MTOR: in the presence of nutrients, TFE3 phosphorylation by MTOR promotes its cytosolic retention and subsequent inactivation (PubMed:31672913). Upon starvation or lysosomal stress, inhibition of MTOR induces TFE3 dephosphorylation, resulting in nuclear localization and transcription factor activity (PubMed:31672913). In association with TFEB, activates the expression of CD40L in T-cells, thereby playing a role in T-cell-dependent antibody responses in activated CD4(+) T-cells and thymus-dependent humoral immunity (By similarity). Specifically recognizes the MUE3 box, a subset of E-boxes, present in the immunoglobulin enhancer (PubMed:2338243). It also binds very well to a USF/MLTF site (PubMed:2338243). May regulate lysosomal positioning in response to nutrient deprivation by promoting the expression of PIP4P1 (PubMed:29146937). Acts as a positive regulator of browning of adipose tissue by promoting expression of target genes; mTOR-dependent phosphorylation promotes cytoplasmic retention of TFE3 and inhibits browning of adipose tissue (By similarity). Maintains the pluripotent state of embryonic stem cells by promoting the expression of genes such as ESRRB; mTOR-dependent nuclear exclusion promotes exit from pluripotency (By similarity). Required to maintain the naive pluripotent state of hematopoietic stem cell; mTOR-dependent cytoplasmic retention of TFE3 promotes the exit of hematopoietic stem cell from pluripotency (PubMed:30733432). {ECO:0000250|UniProtKB:Q64092, ECO:0000269|PubMed:2338243, ECO:0000269|PubMed:29146937, ECO:0000269|PubMed:30733432, ECO:0000269|PubMed:31672913}.
Ensembl transtripts involved in fusion geneENST idsENST00000262975, ENST00000311275, 
ENST00000352431, ENST00000355972, 
ENST00000360911, ENST00000372023, 
ENST00000396281, ENST00000446994, 
ENST00000458360, ENST00000461685, 
ENST00000471951, ENST00000536340, 
ENST00000540497, ENST00000468376, 
ENST00000487451, ENST00000315869, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score25 X 23 X 10=575014 X 15 X 6=1260
# samples 3415
** MAII scorelog2(34/5750*10)=-4.0799553045814
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(15/1260*10)=-3.0703893278914
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: ZMYND8 [Title/Abstract] AND TFE3 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: ZMYND8 [Title/Abstract] AND TFE3 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)ZMYND8(45849965)-TFE3(48896935), # samples:2
Anticipated loss of major functional domain due to fusion event.ZMYND8-TFE3 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.
ZMYND8-TFE3 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.
ZMYND8-TFE3 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.
ZMYND8-TFE3 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.
ZMYND8-TFE3 seems lost the major protein functional domain in Hgene partner, which is a epigenetic factor due to the frame-shifted ORF.
ZMYND8-TFE3 seems lost the major protein functional domain in Hgene partner, which is a essential gene due to the frame-shifted ORF.
ZMYND8-TFE3 seems lost the major protein functional domain in Hgene partner, which is a IUPHAR drug target due to the frame-shifted ORF.
ZMYND8-TFE3 seems lost the major protein functional domain in Tgene partner, which is a CGC due to the frame-shifted ORF.
ZMYND8-TFE3 seems lost the major protein functional domain in Tgene partner, which is a essential gene due to the frame-shifted ORF.
ZMYND8-TFE3 seems lost the major protein functional domain in Tgene partner, which is a transcription factor due to the frame-shifted 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/chr20:45849965/chrX:48896935)
- 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 ZMYND8 (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 TFE3 (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)
ENST00000262975ZMYND8chr2045849965-ENST00000315869TFE3chrX48896935-6428350323936671142
ENST00000446994ZMYND8chr2045849965-ENST00000315869TFE3chrX48896935-604431194432831079
ENST00000355972ZMYND8chr2045849965-ENST00000315869TFE3chrX48896935-6442351711536811188

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
ENST00000262975ENST00000315869ZMYND8chr2045849965-TFE3chrX48896935-0.0035321430.9964678
ENST00000446994ENST00000315869ZMYND8chr2045849965-TFE3chrX48896935-0.0029775210.99702245
ENST00000355972ENST00000315869ZMYND8chr2045849965-TFE3chrX48896935-0.0040380850.99596196

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 ZMYND8-TFE3

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
ZMYND8chr2045849965TFE3chrX4889693531191025KETSAEKSKESGSPPNITAGHTSHPS
ZMYND8chr2045849965TFE3chrX4889693535031088KETSAEKSKESGSPPNITAGHTSHPS
ZMYND8chr2045849965TFE3chrX4889693535171134KETSAEKSKESGSPPNITAGHTSHPS

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Potential FusionNeoAntigen Information of ZMYND8-TFE3 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.
ZMYND8-TFE3_45849965_48896935.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)
ZMYND8-TFE3chr2045849965chrX488969353503HLA-B13:01KESGSPPNI0.98950.7759817
ZMYND8-TFE3chr2045849965chrX488969353503HLA-B45:01KESGSPPNI0.9650.6521817
ZMYND8-TFE3chr2045849965chrX488969353503HLA-A30:08KSKESGSPP0.96480.5942615
ZMYND8-TFE3chr2045849965chrX488969353503HLA-B44:03KESGSPPNI0.95590.9158817
ZMYND8-TFE3chr2045849965chrX488969353503HLA-B41:01KESGSPPNI0.30450.7193817
ZMYND8-TFE3chr2045849965chrX488969353503HLA-B39:13KESGSPPNI0.22930.6884817
ZMYND8-TFE3chr2045849965chrX488969353503HLA-B50:01KESGSPPNI0.19430.5974817
ZMYND8-TFE3chr2045849965chrX488969353503HLA-B52:01KESGSPPNI0.0060.8701817
ZMYND8-TFE3chr2045849965chrX488969353503HLA-B45:01AEKSKESGSP0.8910.7059414
ZMYND8-TFE3chr2045849965chrX488969353503HLA-B45:01KESGSPPNITA0.99970.8235819
ZMYND8-TFE3chr2045849965chrX488969353503HLA-B50:02KESGSPPNITA0.99940.5073819
ZMYND8-TFE3chr2045849965chrX488969353503HLA-B45:01AEKSKESGSPP0.99790.6905415
ZMYND8-TFE3chr2045849965chrX488969353503HLA-B50:01KESGSPPNITA0.99730.6977819
ZMYND8-TFE3chr2045849965chrX488969353503HLA-B41:01KESGSPPNITA0.99580.8096819
ZMYND8-TFE3chr2045849965chrX488969353503HLA-B40:06KESGSPPNI0.99960.539817
ZMYND8-TFE3chr2045849965chrX488969353503HLA-B39:08KESGSPPNI0.3430.602817
ZMYND8-TFE3chr2045849965chrX488969353503HLA-B40:06KESGSPPNITA0.99980.585819
ZMYND8-TFE3chr2045849965chrX488969353503HLA-B40:04KESGSPPNI0.99820.6124817
ZMYND8-TFE3chr2045849965chrX488969353503HLA-B44:07KESGSPPNI0.95590.9158817
ZMYND8-TFE3chr2045849965chrX488969353503HLA-B44:26KESGSPPNI0.95590.9158817
ZMYND8-TFE3chr2045849965chrX488969353503HLA-B44:13KESGSPPNI0.95590.9158817
ZMYND8-TFE3chr2045849965chrX488969353503HLA-B50:04KESGSPPNI0.19430.5974817
ZMYND8-TFE3chr2045849965chrX488969353503HLA-B50:05KESGSPPNI0.19430.5974817
ZMYND8-TFE3chr2045849965chrX488969353503HLA-B39:02KESGSPPNI0.15560.706817
ZMYND8-TFE3chr2045849965chrX488969353503HLA-B50:05KESGSPPNITA0.99730.6977819
ZMYND8-TFE3chr2045849965chrX488969353503HLA-B50:04KESGSPPNITA0.99730.6977819

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Potential FusionNeoAntigen Information of ZMYND8-TFE3 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 ZMYND8-TFE3

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
4601KSKESGSPPNITAGZMYND8TFE3chr2045849965chrX488969353503

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of ZMYND8-TFE3

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-B14:023BVN4601KSKESGSPPNITAG-7.15543-7.26883
HLA-B14:023BVN4601KSKESGSPPNITAG-4.77435-5.80965
HLA-B52:013W394601KSKESGSPPNITAG-6.80875-6.92215
HLA-B52:013W394601KSKESGSPPNITAG-4.20386-5.23916
HLA-A11:014UQ24601KSKESGSPPNITAG-7.5194-8.5547
HLA-A11:014UQ24601KSKESGSPPNITAG-6.9601-7.0735
HLA-A24:025HGA4601KSKESGSPPNITAG-7.52403-7.63743
HLA-A24:025HGA4601KSKESGSPPNITAG-5.82433-6.85963
HLA-B27:056PYJ4601KSKESGSPPNITAG-3.28285-4.31815
HLA-B44:053DX84601KSKESGSPPNITAG-5.91172-6.94702
HLA-B44:053DX84601KSKESGSPPNITAG-4.24346-4.35686

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Vaccine Design for the FusionNeoAntigens of ZMYND8-TFE3

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
ZMYND8-TFE3chr2045849965chrX48896935414AEKSKESGSPGCTGAGAAAAGCAAGGAGAGTGGCTCGCCT
ZMYND8-TFE3chr2045849965chrX48896935415AEKSKESGSPPGCTGAGAAAAGCAAGGAGAGTGGCTCGCCTCCC
ZMYND8-TFE3chr2045849965chrX48896935615KSKESGSPPAAAAGCAAGGAGAGTGGCTCGCCTCCC
ZMYND8-TFE3chr2045849965chrX48896935817KESGSPPNIAAGGAGAGTGGCTCGCCTCCCAATATC
ZMYND8-TFE3chr2045849965chrX48896935819KESGSPPNITAAAGGAGAGTGGCTCGCCTCCCAATATCACTGCA

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 ZMYND8-TFE3

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
UCECZMYND8-TFE3chr2045849965ENST00000262975chrX48896935ENST00000315869TCGA-B5-A3FB-01A

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Potential target of CAR-T therapy development for ZMYND8-TFE3

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 ZMYND8-TFE3

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 ZMYND8-TFE3

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
TgeneTFE3C4518356MiT family translocation renal cell carcinoma2ORPHANET
TgeneTFE3C0206657Alveolar Soft Part Sarcoma1ORPHANET
TgeneTFE3C0206732Epithelioid hemangioendothelioma1ORPHANET