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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:EZH2-ZNF746

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: EZH2-ZNF746
FusionPDB ID: 28107
FusionGDB2.0 ID: 28107
HgeneTgene
Gene symbol

EZH2

ZNF746

Gene ID

2146

155061

Gene nameenhancer of zeste 2 polycomb repressive complex 2 subunitzinc finger protein 746
SynonymsENX-1|ENX1|EZH2b|KMT6|KMT6A|WVS|WVS2PARIS
Cytomap

7q36.1

7q36.1

Type of geneprotein-codingprotein-coding
Descriptionhistone-lysine N-methyltransferase EZH2enhancer of zeste homolog 2lysine N-methyltransferase 6zinc finger protein 746parkin-interacting substrateparkin-interacting sustrate
Modification date2020032920200313
UniProtAcc

Q15910

Main function of 5'-partner protein: FUNCTION: Polycomb group (PcG) protein. Catalytic subunit of the PRC2/EED-EZH2 complex, which methylates 'Lys-9' (H3K9me) and 'Lys-27' (H3K27me) of histone H3, leading to transcriptional repression of the affected target gene. Able to mono-, di- and trimethylate 'Lys-27' of histone H3 to form H3K27me1, H3K27me2 and H3K27me3, respectively. Displays a preference for substrates with less methylation, loses activity when progressively more methyl groups are incorporated into H3K27, H3K27me0 > H3K27me1 > H3K27me2 (PubMed:22323599, PubMed:30923826). Compared to EZH1-containing complexes, it is more abundant in embryonic stem cells and plays a major role in forming H3K27me3, which is required for embryonic stem cell identity and proper differentiation. The PRC2/EED-EZH2 complex may also serve as a recruiting platform for DNA methyltransferases, thereby linking two epigenetic repression systems. Genes repressed by the PRC2/EED-EZH2 complex include HOXC8, HOXA9, MYT1, CDKN2A and retinoic acid target genes. EZH2 can also methylate non-histone proteins such as the transcription factor GATA4 and the nuclear receptor RORA. Regulates the circadian clock via histone methylation at the promoter of the circadian genes. Essential for the CRY1/2-mediated repression of the transcriptional activation of PER1/2 by the CLOCK-ARNTL/BMAL1 heterodimer; involved in the di and trimethylation of 'Lys-27' of histone H3 on PER1/2 promoters which is necessary for the CRY1/2 proteins to inhibit transcription. {ECO:0000269|PubMed:14532106, ECO:0000269|PubMed:15225548, ECO:0000269|PubMed:15231737, ECO:0000269|PubMed:15385962, ECO:0000269|PubMed:16179254, ECO:0000269|PubMed:16357870, ECO:0000269|PubMed:16618801, ECO:0000269|PubMed:16717091, ECO:0000269|PubMed:16936726, ECO:0000269|PubMed:17210787, ECO:0000269|PubMed:17344414, ECO:0000269|PubMed:18285464, ECO:0000269|PubMed:19026781, ECO:0000269|PubMed:20935635, ECO:0000269|PubMed:22323599, ECO:0000269|PubMed:23063525, ECO:0000269|PubMed:24474760, ECO:0000269|PubMed:30923826}.
.
Ensembl transtripts involved in fusion geneENST idsENST00000536783, ENST00000320356, 
ENST00000350995, ENST00000460911, 
ENST00000476773, ENST00000478654, 
ENST00000483967, ENST00000541220, 
ENST00000340622, ENST00000458143, 
ENST00000461958, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score9 X 9 X 5=4051 X 1 X 1=1
# samples 91
** MAII scorelog2(9/405*10)=-2.16992500144231
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(1/1*10)=3.32192809488736
Fusion gene context

PubMed: EZH2 [Title/Abstract] AND ZNF746 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: EZH2 [Title/Abstract] AND ZNF746 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)EZH2(148543561)-ZNF746(149191594), # samples:1
Anticipated loss of major functional domain due to fusion event.EZH2-ZNF746 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.
EZH2-ZNF746 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.
EZH2-ZNF746 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.
EZH2-ZNF746 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
HgeneEZH2

GO:0000122

negative regulation of transcription by RNA polymerase II

20154697

HgeneEZH2

GO:0010718

positive regulation of epithelial to mesenchymal transition

20154697

HgeneEZH2

GO:0043406

positive regulation of MAP kinase activity

20154697

HgeneEZH2

GO:0043547

positive regulation of GTPase activity

20154697

HgeneEZH2

GO:0045814

negative regulation of gene expression, epigenetic

20154697

HgeneEZH2

GO:0070734

histone H3-K27 methylation

24474760

HgeneEZH2

GO:0071902

positive regulation of protein serine/threonine kinase activity

20154697

TgeneZNF746

GO:0000122

negative regulation of transcription by RNA polymerase II

21376232

TgeneZNF746

GO:0045892

negative regulation of transcription, DNA-templated

21376232

TgeneZNF746

GO:0045944

positive regulation of transcription by RNA polymerase II

21376232

TgeneZNF746

GO:1901216

positive regulation of neuron death

21376232



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/chr7:148543561/chr7:149191594)
- 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 EZH2 (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 ZNF746 (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)
ENST00000460911EZH2chr7148543561-ENST00000340622ZNF746chr7149191594-3836335892245718
ENST00000460911EZH2chr7148543561-ENST00000458143ZNF746chr7149191594-3837335892248719
ENST00000460911EZH2chr7148543561-ENST00000461958ZNF746chr7149191594-516533589874261
ENST00000350995EZH2chr7148543561-ENST00000340622ZNF746chr7149191594-3839338922248718
ENST00000350995EZH2chr7148543561-ENST00000458143ZNF746chr7149191594-3840338922251719
ENST00000350995EZH2chr7148543561-ENST00000461958ZNF746chr7149191594-516833892877261
ENST00000320356EZH2chr7148543561-ENST00000340622ZNF746chr7149191594-38693681222278718
ENST00000320356EZH2chr7148543561-ENST00000458143ZNF746chr7149191594-38703681222281719
ENST00000320356EZH2chr7148543561-ENST00000461958ZNF746chr7149191594-5198368122907261

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
ENST00000460911ENST00000340622EZH2chr7148543561-ZNF746chr7149191594-0.025707870.9742921
ENST00000460911ENST00000458143EZH2chr7148543561-ZNF746chr7149191594-0.0266255140.9733744
ENST00000460911ENST00000461958EZH2chr7148543561-ZNF746chr7149191594-0.0109813220.9890187
ENST00000350995ENST00000340622EZH2chr7148543561-ZNF746chr7149191594-0.0258040260.974196
ENST00000350995ENST00000458143EZH2chr7148543561-ZNF746chr7149191594-0.026712120.97328794
ENST00000350995ENST00000461958EZH2chr7148543561-ZNF746chr7149191594-0.0109447630.9890553
ENST00000320356ENST00000340622EZH2chr7148543561-ZNF746chr7149191594-0.0250294660.97497046
ENST00000320356ENST00000458143EZH2chr7148543561-ZNF746chr7149191594-0.0258837980.97411627
ENST00000320356ENST00000461958EZH2chr7148543561-ZNF746chr7149191594-0.0108201730.98917985

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 EZH2-ZNF746

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
EZH2chr7148543561ZNF746chr7149191594335563APDGSGPGTGGGGSGSGGGGGGSGGG
EZH2chr7148543561ZNF746chr7149191594335564APDGSGPGTGGGGSGSGGGGGGSGGG
EZH2chr7148543561ZNF746chr714919159433570QEWKQRRIQPVHILTSVSSLRGTREI
EZH2chr7148543561ZNF746chr714919159433574QRRIQPVHILTSVSSLRGTREISPWT
EZH2chr7148543561ZNF746chr714919159433582ILTSVSSLRGTREISPWTMAATIQAM
EZH2chr7148543561ZNF746chr714919159433595ISPWTMAATIQAMERKIESQAARLLS
EZH2chr7148543561ZNF746chr7149191594338563APDGSGPGTGGGGSGSGGGGGGSGGG
EZH2chr7148543561ZNF746chr7149191594338564APDGSGPGTGGGGSGSGGGGGGSGGG
EZH2chr7148543561ZNF746chr714919159433870QEWKQRRIQPVHILTSVSSLRGTREI
EZH2chr7148543561ZNF746chr714919159433874QRRIQPVHILTSVSSLRGTREISPWT
EZH2chr7148543561ZNF746chr714919159433882ILTSVSSLRGTREISPWTMAATIQAM
EZH2chr7148543561ZNF746chr714919159433895ISPWTMAATIQAMERKIESQAARLLS
EZH2chr7148543561ZNF746chr7149191594368563APDGSGPGTGGGGSGSGGGGGGSGGG
EZH2chr7148543561ZNF746chr7149191594368564APDGSGPGTGGGGSGSGGGGGGSGGG
EZH2chr7148543561ZNF746chr714919159436870QEWKQRRIQPVHILTSVSSLRGTREI
EZH2chr7148543561ZNF746chr714919159436874QRRIQPVHILTSVSSLRGTREISPWT
EZH2chr7148543561ZNF746chr714919159436882ILTSVSSLRGTREISPWTMAATIQAM
EZH2chr7148543561ZNF746chr714919159436895ISPWTMAATIQAMERKIESQAARLLS

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Potential FusionNeoAntigen Information of EZH2-ZNF746 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 EZH2-ZNF746 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 EZH2-ZNF746

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 EZH2-ZNF746

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 EZH2-ZNF746

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 EZH2-ZNF746

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 EZH2-ZNF746

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 EZH2-ZNF746

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 EZH2-ZNF746

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