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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:DNMT1-ZNF563

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: DNMT1-ZNF563
FusionPDB ID: 23705
FusionGDB2.0 ID: 23705
HgeneTgene
Gene symbol

DNMT1

ZNF563

Gene ID

1786

147837

Gene nameDNA methyltransferase 1zinc finger protein 563
SynonymsADCADN|AIM|CXXC9|DNMT|HSN1E|MCMT|m.HsaI-
Cytomap

19p13.2

19p13.2

Type of geneprotein-codingprotein-coding
DescriptionDNA (cytosine-5)-methyltransferase 1CXXC-type zinc finger protein 9DNA (cytosine-5-)-methyltransferase 1DNA MTase HsaIDNA methyltransferase HsaIzinc finger protein 563
Modification date2020031320200313
UniProtAcc

P26358

Main function of 5'-partner protein: FUNCTION: Methylates CpG residues. Preferentially methylates hemimethylated DNA. Associates with DNA replication sites in S phase maintaining the methylation pattern in the newly synthesized strand, that is essential for epigenetic inheritance. Associates with chromatin during G2 and M phases to maintain DNA methylation independently of replication. It is responsible for maintaining methylation patterns established in development. DNA methylation is coordinated with methylation of histones. Mediates transcriptional repression by direct binding to HDAC2. In association with DNMT3B and via the recruitment of CTCFL/BORIS, involved in activation of BAG1 gene expression by modulating dimethylation of promoter histone H3 at H3K4 and H3K9. Probably forms a corepressor complex required for activated KRAS-mediated promoter hypermethylation and transcriptional silencing of tumor suppressor genes (TSGs) or other tumor-related genes in colorectal cancer (CRC) cells (PubMed:24623306). Also required to maintain a transcriptionally repressive state of genes in undifferentiated embryonic stem cells (ESCs) (PubMed:24623306). Associates at promoter regions of tumor suppressor genes (TSGs) leading to their gene silencing (PubMed:24623306). Promotes tumor growth (PubMed:24623306). {ECO:0000269|PubMed:16357870, ECO:0000269|PubMed:18413740, ECO:0000269|PubMed:18754681, ECO:0000269|PubMed:24623306}.
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Ensembl transtripts involved in fusion geneENST idsENST00000340748, ENST00000359526, 
ENST00000540357, ENST00000589538, 
ENST00000293725, ENST00000595977, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score14 X 12 X 11=18481 X 1 X 1=1
# samples 171
** MAII scorelog2(17/1848*10)=-3.44235810527836
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(1/1*10)=3.32192809488736
Fusion gene context

PubMed: DNMT1 [Title/Abstract] AND ZNF563 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: DNMT1 [Title/Abstract] AND ZNF563 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)DNMT1(10273343)-ZNF563(12433525), # samples:2
Anticipated loss of major functional domain due to fusion event.DNMT1-ZNF563 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.
DNMT1-ZNF563 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.
DNMT1-ZNF563 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.
DNMT1-ZNF563 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
HgeneDNMT1

GO:0010216

maintenance of DNA methylation

18754681|21745816



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/chr19:10273343/chr19:12433525)
- 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 DNMT1 (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 ZNF563 (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)
ENST00000340748DNMT1chr1910273343-ENST00000293725ZNF563chr1912433525-37411196442623859
ENST00000340748DNMT1chr1910273343-ENST00000595977ZNF563chr1912433525-19131196441882612
ENST00000540357DNMT1chr1910273343-ENST00000293725ZNF563chr1912433525-368511401802567795
ENST00000540357DNMT1chr1910273343-ENST00000595977ZNF563chr1912433525-185711401801826548
ENST00000359526DNMT1chr1910273343-ENST00000293725ZNF563chr1912433525-373311881802615811
ENST00000359526DNMT1chr1910273343-ENST00000595977ZNF563chr1912433525-190511881801874564

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
ENST00000340748ENST00000293725DNMT1chr1910273343-ZNF563chr1912433525-0.0015441350.9984559
ENST00000340748ENST00000595977DNMT1chr1910273343-ZNF563chr1912433525-0.0079258340.99207413
ENST00000540357ENST00000293725DNMT1chr1910273343-ZNF563chr1912433525-0.0014951340.9985049
ENST00000540357ENST00000595977DNMT1chr1910273343-ZNF563chr1912433525-0.0083906590.9916093
ENST00000359526ENST00000293725DNMT1chr1910273343-ZNF563chr1912433525-0.0015643010.9984357
ENST00000359526ENST00000595977DNMT1chr1910273343-ZNF563chr1912433525-0.0068345530.99316543

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 DNMT1-ZNF563

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
DNMT1chr1910273343ZNF563chr19124335251140320NPQISDEKDEDEKDAVAFEDVAVNFT
DNMT1chr1910273343ZNF563chr19124335251140322QISDEKDEDEKDAVAFEDVAVNFTQE
DNMT1chr1910273343ZNF563chr19124335251140325DEKDEDEKDAVAFEDVAVNFTQEEWA
DNMT1chr1910273343ZNF563chr19124335251188149TPRRSKSDGEAKRSRDPPASASQVTG
DNMT1chr1910273343ZNF563chr19124335251188336NPQISDEKDEDEKDAVAFEDVAVNFT
DNMT1chr1910273343ZNF563chr19124335251188338QISDEKDEDEKDAVAFEDVAVNFTQE
DNMT1chr1910273343ZNF563chr19124335251196384NPQISDEKDEDEKDAVAFEDVAVNFT
DNMT1chr1910273343ZNF563chr19124335251196386QISDEKDEDEKDAVAFEDVAVNFTQE
DNMT1chr1910273343ZNF563chr19124335251196389DEKDEDEKDAVAFEDVAVNFTQEEWA

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Potential FusionNeoAntigen Information of DNMT1-ZNF563 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.
DNMT1-ZNF563_10273343_12433525.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)
DNMT1-ZNF563chr1910273343chr19124335251196HLA-B18:01DEKDAVAF0.99940.8586816
DNMT1-ZNF563chr1910273343chr19124335251196HLA-B45:01DEDEKDAVA0.96680.7505615
DNMT1-ZNF563chr1910273343chr19124335251196HLA-B18:01DEDEKDAVAF0.97450.8607616
DNMT1-ZNF563chr1910273343chr19124335251196HLA-B41:01KDEDEKDAVA0.79430.6937515
DNMT1-ZNF563chr1910273343chr19124335251196HLA-B18:04DEKDAVAF0.99970.8622816
DNMT1-ZNF563chr1910273343chr19124335251196HLA-B18:07DEKDAVAF0.99960.7929816
DNMT1-ZNF563chr1910273343chr19124335251196HLA-B18:05DEKDAVAF0.99940.8586816
DNMT1-ZNF563chr1910273343chr19124335251196HLA-B18:08DEKDAVAF0.99930.8347816
DNMT1-ZNF563chr1910273343chr19124335251196HLA-B18:06DEKDAVAF0.99930.8737816
DNMT1-ZNF563chr1910273343chr19124335251196HLA-B18:03DEKDAVAF0.99920.8429816
DNMT1-ZNF563chr1910273343chr19124335251196HLA-B18:11DEKDAVAF0.99190.8063816
DNMT1-ZNF563chr1910273343chr19124335251196HLA-B18:08DEDEKDAVAF0.97920.8321616
DNMT1-ZNF563chr1910273343chr19124335251196HLA-B18:07DEDEKDAVAF0.97860.805616
DNMT1-ZNF563chr1910273343chr19124335251196HLA-B18:04DEDEKDAVAF0.97780.8732616
DNMT1-ZNF563chr1910273343chr19124335251196HLA-B18:06DEDEKDAVAF0.97470.8722616
DNMT1-ZNF563chr1910273343chr19124335251196HLA-B18:05DEDEKDAVAF0.97450.8607616
DNMT1-ZNF563chr1910273343chr19124335251196HLA-B18:03DEDEKDAVAF0.96450.8527616
DNMT1-ZNF563chr1910273343chr19124335251196HLA-B18:11DEDEKDAVAF0.87920.8656616

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Potential FusionNeoAntigen Information of DNMT1-ZNF563 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.
DNMT1-ZNF563_10273343_12433525.msa

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)
DNMT1-ZNF563chr1910273343chr19124335251196DRB1-1002KDAVAFEDVAVNFTQ1025

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Fusion breakpoint peptide structures of DNMT1-ZNF563

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
1043DEDEKDAVAFEDVADNMT1ZNF563chr1910273343chr19124335251196

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of DNMT1-ZNF563

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-B14:023BVN1043DEDEKDAVAFEDVA-7.15543-7.26883
HLA-B14:023BVN1043DEDEKDAVAFEDVA-4.77435-5.80965
HLA-B52:013W391043DEDEKDAVAFEDVA-6.80875-6.92215
HLA-B52:013W391043DEDEKDAVAFEDVA-4.20386-5.23916
HLA-A11:014UQ21043DEDEKDAVAFEDVA-7.5194-8.5547
HLA-A11:014UQ21043DEDEKDAVAFEDVA-6.9601-7.0735
HLA-A24:025HGA1043DEDEKDAVAFEDVA-7.52403-7.63743
HLA-A24:025HGA1043DEDEKDAVAFEDVA-5.82433-6.85963
HLA-B27:056PYJ1043DEDEKDAVAFEDVA-3.28285-4.31815
HLA-B44:053DX81043DEDEKDAVAFEDVA-5.91172-6.94702
HLA-B44:053DX81043DEDEKDAVAFEDVA-4.24346-4.35686
HLA-B35:011A1N1043DEDEKDAVAFEDVA-5.9251-6.0385
HLA-B35:011A1N1043DEDEKDAVAFEDVA-4.80237-5.83767

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Vaccine Design for the FusionNeoAntigens of DNMT1-ZNF563

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
DNMT1-ZNF563chr1910273343chr1912433525515KDEDEKDAVAGATGAAAAAGACGAGGATGAAAAGGACGCA
DNMT1-ZNF563chr1910273343chr1912433525615DEDEKDAVAGAAAAAGACGAGGATGAAAAGGACGCA
DNMT1-ZNF563chr1910273343chr1912433525616DEDEKDAVAFGAAAAAGACGAGGATGAAAAGGACGCAGTG
DNMT1-ZNF563chr1910273343chr1912433525816DEKDAVAFGACGAGGATGAAAAGGACGCAGTG

check button mRNA and peptide sequences of FusionNeoAntigens that have potential interaction with HLA-IIs.
Fusion geneHchrHbpTchrTbpStart in +/-13AAEnd in +/-13AAFusionNeoAntigen peptideFusionNEoAntigen RNA sequence
DNMT1-ZNF563chr1910273343chr19124335251025KDAVAFEDVAVNFTQGATGAAAAGGACGCAGTGGCCTTTGAGGATGTGGCTGTGAACTTC

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Information of the samples that have these potential fusion neoantigens of DNMT1-ZNF563

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
STADDNMT1-ZNF563chr1910273343ENST00000340748chr1912433525ENST00000293725TCGA-HF-7134-01A

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Potential target of CAR-T therapy development for DNMT1-ZNF563

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 DNMT1-ZNF563

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 DNMT1-ZNF563

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