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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:NUP37-ACSS3

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: NUP37-ACSS3
FusionPDB ID: 61050
FusionGDB2.0 ID: 61050
HgeneTgene
Gene symbol

NUP37

ACSS3

Gene ID

79023

79611

Gene namenucleoporin 37acyl-CoA synthetase short chain family member 3
SynonymsMCPH24|p37-
Cytomap

12q23.2

12q21.31

Type of geneprotein-codingprotein-coding
Descriptionnucleoporin Nup37nucleoporin 37kDanup107-160 subcomplex subunit Nup37acyl-CoA synthetase short-chain family member 3, mitochondrialAMP-binding enzyme, 33217acetate--CoA ligase 3propionate--CoA ligase
Modification date2020031320200313
UniProtAcc.

Q9H6R3

Main function of 5'-partner protein: FUNCTION: Catalyzes the synthesis of acetyl-CoA from short-chain fatty acids (PubMed:28003429). Propionate is the preferred substrate (PubMed:28003429). Can utilize acetate and butyrate with a much lower affinity (By similarity). {ECO:0000250|UniProtKB:A0A0G2K047, ECO:0000269|PubMed:28003429}.
Ensembl transtripts involved in fusion geneENST idsENST00000251074, ENST00000552283, 
ENST00000543021, 
ENST00000548324, 
ENST00000261206, ENST00000548058, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score2 X 2 X 2=815 X 11 X 7=1155
# samples 212
** MAII scorelog2(2/8*10)=1.32192809488736log2(12/1155*10)=-3.2667865406949
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: NUP37 [Title/Abstract] AND ACSS3 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: NUP37 [Title/Abstract] AND ACSS3 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)NUP37(102492884)-ACSS3(81503339), # samples:3
Anticipated loss of major functional domain due to fusion event.NUP37-ACSS3 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.
NUP37-ACSS3 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.
NUP37-ACSS3 seems lost the major protein functional domain in Hgene partner, which is a cell metabolism gene due to the frame-shifted ORF.
NUP37-ACSS3 seems lost the major protein functional domain in Hgene partner, which is a essential gene due to the frame-shifted ORF.
NUP37-ACSS3 seems lost the major protein functional domain in Tgene partner, which is a cell metabolism gene 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/chr12:102492884/chr12:81503339)
- 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 NUP37 (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 ACSS3 (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)
ENST00000251074NUP37chr12102492884-ENST00000548058ACSS3chr1281503339+4096514532263736
ENST00000251074NUP37chr12102492884-ENST00000261206ACSS3chr1281503339+2808514532263736

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
ENST00000251074ENST00000548058NUP37chr12102492884-ACSS3chr1281503339+0.0003969350.9996031
ENST00000251074ENST00000261206NUP37chr12102492884-ACSS3chr1281503339+0.0004202090.99957985

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 NUP37-ACSS3

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
NUP37chr12102492884ACSS3chr1281503339514153GQEIASVSDDHTCRFVEGMLNICYNA

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Potential FusionNeoAntigen Information of NUP37-ACSS3 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.
NUP37-ACSS3_102492884_81503339.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)
NUP37-ACSS3chr12102492884chr1281503339514HLA-B58:01VSDDHTCRF0.86360.7265615
NUP37-ACSS3chr12102492884chr1281503339514HLA-B15:17VSDDHTCRF0.8380.8243615
NUP37-ACSS3chr12102492884chr1281503339514HLA-B58:02VSDDHTCRF0.81290.7772615
NUP37-ACSS3chr12102492884chr1281503339514HLA-A31:02SVSDDHTCR0.74990.604514
NUP37-ACSS3chr12102492884chr1281503339514HLA-B57:03VSDDHTCRF0.67480.8794615
NUP37-ACSS3chr12102492884chr1281503339514HLA-B57:03ASVSDDHTCRF0.99930.9129415
NUP37-ACSS3chr12102492884chr1281503339514HLA-C04:10VSDDHTCRF0.99940.7442615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C05:09VSDDHTCRF0.99930.8456615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C04:07VSDDHTCRF0.99930.7358615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C08:15VSDDHTCRF0.99780.8821615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C03:07VSDDHTCRF0.96690.9622615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C03:19VSDDHTCRF0.95210.9372615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C15:06VSDDHTCRF0.94040.8293615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C15:04VSDDHTCRF0.93960.7877615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C03:08VSDDHTCRF0.93650.8029615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C04:06VSDDHTCRF0.8220.7665615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C04:14VSDDHTCRF0.60090.7417615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C03:14VSDDHTCRF0.45540.9049615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C08:13VSDDHTCRF0.37650.8422615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C08:04VSDDHTCRF0.37650.8422615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C08:03VSDDHTCRF0.17330.9313615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C02:06VSDDHTCRF0.03160.9406615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C05:09SVSDDHTCRF0.99930.7646515
NUP37-ACSS3chr12102492884chr1281503339514HLA-C05:09VSDDHTCRFV0.99920.8499616
NUP37-ACSS3chr12102492884chr1281503339514HLA-C08:15SVSDDHTCRF0.99730.796515
NUP37-ACSS3chr12102492884chr1281503339514HLA-C04:01VSDDHTCRF0.99930.7358615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C05:01VSDDHTCRF0.99930.8456615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C04:03VSDDHTCRF0.99930.7803615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C18:01VSDDHTCRF0.99910.7349615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C01:03VSDDHTCRF0.99820.7424615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C08:02VSDDHTCRF0.99780.8821615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C03:04VSDDHTCRF0.95720.969615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C03:03VSDDHTCRF0.95720.969615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C03:02VSDDHTCRF0.95580.9214615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C15:09VSDDHTCRF0.93960.7877615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C03:67VSDDHTCRF0.92290.9321615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C06:06VSDDHTCRF0.91320.9607615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C15:05VSDDHTCRF0.86930.7147615
NUP37-ACSS3chr12102492884chr1281503339514HLA-B57:04VSDDHTCRF0.85120.6365615
NUP37-ACSS3chr12102492884chr1281503339514HLA-B57:02VSDDHTCRF0.840.7415615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C04:04VSDDHTCRF0.77780.73615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C15:02VSDDHTCRF0.76360.7773615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C16:01VSDDHTCRF0.52560.9279615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C03:06VSDDHTCRF0.46850.9596615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C07:17VSDDHTCRF0.4520.8773615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C07:04VSDDHTCRF0.38220.8363615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C16:02VSDDHTCRF0.34470.9503615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C08:01VSDDHTCRF0.17330.9313615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C12:02VSDDHTCRF0.0720.8871615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C02:10VSDDHTCRF0.04180.9506615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C02:02VSDDHTCRF0.04180.9506615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C17:01VSDDHTCRF0.00510.5855615
NUP37-ACSS3chr12102492884chr1281503339514HLA-B07:13VSDDHTCRF0.00070.5564615
NUP37-ACSS3chr12102492884chr1281503339514HLA-C04:03SVSDDHTCRF0.99940.6867515
NUP37-ACSS3chr12102492884chr1281503339514HLA-C05:01SVSDDHTCRF0.99930.7646515
NUP37-ACSS3chr12102492884chr1281503339514HLA-C05:01VSDDHTCRFV0.99920.8499616
NUP37-ACSS3chr12102492884chr1281503339514HLA-C08:02SVSDDHTCRF0.99730.796515
NUP37-ACSS3chr12102492884chr1281503339514HLA-B57:02ASVSDDHTCRF0.99980.8289415

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Potential FusionNeoAntigen Information of NUP37-ACSS3 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 NUP37-ACSS3

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
10259VSDDHTCRFVEGMLNUP37ACSS3chr12102492884chr1281503339514

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of NUP37-ACSS3

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-B14:023BVN10259VSDDHTCRFVEGML-7.9962-8.1096
HLA-B14:023BVN10259VSDDHTCRFVEGML-5.70842-6.74372
HLA-B52:013W3910259VSDDHTCRFVEGML-6.83737-6.95077
HLA-B52:013W3910259VSDDHTCRFVEGML-4.4836-5.5189
HLA-A11:014UQ210259VSDDHTCRFVEGML-10.0067-10.1201
HLA-A11:014UQ210259VSDDHTCRFVEGML-9.03915-10.0745
HLA-A24:025HGA10259VSDDHTCRFVEGML-6.56204-6.67544
HLA-A24:025HGA10259VSDDHTCRFVEGML-5.42271-6.45801
HLA-B44:053DX810259VSDDHTCRFVEGML-7.85648-8.89178
HLA-B44:053DX810259VSDDHTCRFVEGML-5.3978-5.5112
HLA-B35:011A1N10259VSDDHTCRFVEGML-6.27422-6.38762
HLA-B35:011A1N10259VSDDHTCRFVEGML-5.27424-6.30954
HLA-A02:016TDR10259VSDDHTCRFVEGML-3.37154-4.40684

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Vaccine Design for the FusionNeoAntigens of NUP37-ACSS3

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
NUP37-ACSS3chr12102492884chr1281503339415ASVSDDHTCRFAAGTGTGAGTGACGATCACACCTGCAGGTTTGT
NUP37-ACSS3chr12102492884chr1281503339514SVSDDHTCRTGTGAGTGACGATCACACCTGCAGGTT
NUP37-ACSS3chr12102492884chr1281503339515SVSDDHTCRFTGTGAGTGACGATCACACCTGCAGGTTTGT
NUP37-ACSS3chr12102492884chr1281503339615VSDDHTCRFGAGTGACGATCACACCTGCAGGTTTGT
NUP37-ACSS3chr12102492884chr1281503339616VSDDHTCRFVGAGTGACGATCACACCTGCAGGTTTGTGGA

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 NUP37-ACSS3

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
SKCMNUP37-ACSS3chr12102492884ENST00000251074chr1281503339ENST00000261206TCGA-D3-A2J6-06A

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Potential target of CAR-T therapy development for NUP37-ACSS3

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 NUP37-ACSS3

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 NUP37-ACSS3

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