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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:SUZ12-IARS

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: SUZ12-IARS
FusionPDB ID: 88240
FusionGDB2.0 ID: 88240
HgeneTgene
Gene symbol

SUZ12

IARS

Gene ID

23512

3376

Gene nameSUZ12 polycomb repressive complex 2 subunitisoleucyl-tRNA synthetase 1
SynonymsCHET9|IMMAS|JJAZ1GRIDHH|IARS|ILERS|ILRS|IRS|PRO0785
Cytomap

17q11.2

9q22.31

Type of geneprotein-codingprotein-coding
Descriptionpolycomb protein SUZ12chET 9 proteinchromatin precipitated E2F target 9 proteinjoined to JAZF1 proteinsuppressor of zeste 12 protein homologisoleucine--tRNA ligase, cytoplasmicisoleucine tRNA ligase 1, cytoplasmic
Modification date2020031320200313
UniProtAcc

Q15022

Main function of 5'-partner protein: FUNCTION: Polycomb group (PcG) protein. Component of the PRC2 complex, which methylates 'Lys-9' (H3K9me) and 'Lys-27' (H3K27me) of histone H3, leading to transcriptional repression of the affected target gene (PubMed:15225548, PubMed:15231737, PubMed:15385962, PubMed:16618801, PubMed:17344414, PubMed:18285464, PubMed:28229514, PubMed:29499137, PubMed:31959557). The PRC2 complex may also serve as a recruiting platform for DNA methyltransferases, thereby linking two epigenetic repression systems (PubMed:12435631, PubMed:12351676, PubMed:15385962, PubMed:15099518, PubMed:15225548, PubMed:15684044, PubMed:16431907, PubMed:18086877, PubMed:18285464). Genes repressed by the PRC2 complex include HOXC8, HOXA9, MYT1 and CDKN2A (PubMed:15231737, PubMed:16618801, PubMed:17200670, PubMed:31959557). {ECO:0000269|PubMed:12351676, ECO:0000269|PubMed:12435631, ECO:0000269|PubMed:15099518, ECO:0000269|PubMed:15225548, ECO:0000269|PubMed:15231737, ECO:0000269|PubMed:15385962, ECO:0000269|PubMed:15684044, ECO:0000269|PubMed:16431907, ECO:0000269|PubMed:16618801, ECO:0000269|PubMed:17200670, ECO:0000269|PubMed:17344414, ECO:0000269|PubMed:18086877, ECO:0000269|PubMed:18285464, ECO:0000269|PubMed:28229514, ECO:0000269|PubMed:29499137, ECO:0000269|PubMed:31959557}.

Q9NSE4

Main function of 5'-partner protein:
Ensembl transtripts involved in fusion geneENST idsENST00000322652, ENST00000580398, 
ENST00000375629, ENST00000443024, 
ENST00000447699, ENST00000375627, 
ENST00000474340, ENST00000375643, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score15 X 12 X 10=18007 X 10 X 5=350
# samples 1511
** MAII scorelog2(15/1800*10)=-3.58496250072116
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(11/350*10)=-1.66985139830767
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: SUZ12 [Title/Abstract] AND IARS [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: SUZ12 [Title/Abstract] AND IARS [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)SUZ12(30264539)-IARS(94985771), # samples:1
Anticipated loss of major functional domain due to fusion event.SUZ12-IARS 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.
SUZ12-IARS 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.
SUZ12-IARS 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.
SUZ12-IARS 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
TgeneIARS

GO:0006428

isoleucyl-tRNA aminoacylation

8052601



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/chr17:30264539/chr9:94985771)
- 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 SUZ12 (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 IARS (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)
ENST00000322652SUZ12chr1730264539+ENST00000375643IARSchr994985771-148350337882281
ENST00000580398SUZ12chr1730264539+ENST00000375643IARSchr994985771-1434454108833241

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
ENST00000322652ENST00000375643SUZ12chr1730264539+IARSchr994985771-0.0032437890.99675626
ENST00000580398ENST00000375643SUZ12chr1730264539+IARSchr994985771-0.0029637080.99703634

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 SUZ12-IARS

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 SUZ12-IARS 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 SUZ12-IARS 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 SUZ12-IARS

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 SUZ12-IARS

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 SUZ12-IARS

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 SUZ12-IARS

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 SUZ12-IARS

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 SUZ12-IARS

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 SUZ12-IARS

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
HgeneSUZ12C0206727Nerve Sheath Tumors2CTD_human
HgeneSUZ12C0751689Peripheral Nerve Sheath Neoplasm2CTD_human
HgeneSUZ12C0751691Perineurioma2CTD_human
HgeneSUZ12C0001430Adenoma1CTD_human
HgeneSUZ12C0014170Endometrial Neoplasms1CTD_human
HgeneSUZ12C0017636Glioblastoma1CTD_human
HgeneSUZ12C0017638Glioma1CTD_human
HgeneSUZ12C0025202melanoma1CTD_human
HgeneSUZ12C0027809Neurilemmoma1CTD_human
HgeneSUZ12C0027830neurofibroma1CTD_human
HgeneSUZ12C0027962Melanocytic nevus1CTD_human
HgeneSUZ12C0042063Urogenital Abnormalities1GENOMICS_ENGLAND
HgeneSUZ12C0205646Adenoma, Basal Cell1CTD_human
HgeneSUZ12C0205647Follicular adenoma1CTD_human
HgeneSUZ12C0205648Adenoma, Microcystic1CTD_human
HgeneSUZ12C0205649Adenoma, Monomorphic1CTD_human
HgeneSUZ12C0205650Papillary adenoma1CTD_human
HgeneSUZ12C0205651Adenoma, Trabecular1CTD_human
HgeneSUZ12C0206630Endometrial Stromal Sarcoma1ORPHANET
HgeneSUZ12C0259783mixed gliomas1CTD_human
HgeneSUZ12C0265210Weaver syndrome1ORPHANET
HgeneSUZ12C0334588Giant Cell Glioblastoma1CTD_human
HgeneSUZ12C0476089Endometrial Carcinoma1CTD_human
HgeneSUZ12C0545053Advanced bone age1GENOMICS_ENGLAND
HgeneSUZ12C0555198Malignant Glioma1CTD_human
HgeneSUZ12C0557874Global developmental delay1GENOMICS_ENGLAND
HgeneSUZ12C0751374Schwannomatosis, Plexiform1CTD_human
HgeneSUZ12C1621958Glioblastoma Multiforme1CTD_human
HgeneSUZ12C1842581Abnormal corpus callosum morphology1GENOMICS_ENGLAND
HgeneSUZ12C1849265Overgrowth1GENOMICS_ENGLAND
HgeneSUZ12C3714756Intellectual Disability1GENOMICS_ENGLAND
HgeneSUZ12C4018871Abnormality of the respiratory system1GENOMICS_ENGLAND
HgeneSUZ12C4021664Abnormality of the abdominal wall1GENOMICS_ENGLAND
HgeneSUZ12C4021790Abnormality of the skeletal system1GENOMICS_ENGLAND