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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:NUPL2-YBX1

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: NUPL2-YBX1
FusionPDB ID: 61158
FusionGDB2.0 ID: 61158
HgeneTgene
Gene symbol

NUPL2

YBX1

Gene ID

11097

4904

Gene namenucleoporin 42Y-box binding protein 1
SynonymsCG1|NLP-1|NLP_1|NUPL2|hCG1BP-8|CBF-A|CSDA2|CSDB|DBPB|EFI-A|MDR-NF1|NSEP-1|NSEP1|YB-1|YB1
Cytomap

7p15.3

1p34.2

Type of geneprotein-codingprotein-coding
Descriptionnucleoporin NUP42H_RG271G13.9NUP42 homolognucleoporin hCG1nucleoporin like 2nucleoporin-like protein 1nucleoporin-like protein 2Y-box-binding protein 1CCAAT-binding transcription factor I subunit ADNA-binding protein BY-box transcription factorenhancer factor I subunit Amajor histocompatibility complex, class II, Y box-binding protein Inuclease-sensitive element-binding prot
Modification date2020031320200327
UniProtAcc..
Ensembl transtripts involved in fusion geneENST idsENST00000487595, ENST00000258742, 
ENST00000410002, 
ENST00000321358, 
ENST00000467957, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score10 X 3 X 7=2108 X 7 X 6=336
# samples 118
** MAII scorelog2(11/210*10)=-0.932885804141463
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(8/336*10)=-2.0703893278914
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: NUPL2 [Title/Abstract] AND YBX1 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: NUPL2 [Title/Abstract] AND YBX1 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)NUPL2(23226765)-YBX1(43149073), # samples:1
Anticipated loss of major functional domain due to fusion event.NUPL2-YBX1 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.
NUPL2-YBX1 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.
NUPL2-YBX1 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.
NUPL2-YBX1 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
TgeneYBX1

GO:0006355

regulation of transcription, DNA-templated

18809583

TgeneYBX1

GO:0045944

positive regulation of transcription by RNA polymerase II

18809583

TgeneYBX1

GO:0048255

mRNA stabilization

31358969

TgeneYBX1

GO:1990428

miRNA transport

27559612



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/chr7:23226765/chr1:43149073)
- 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 NUPL2 (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 YBX1 (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)
ENST00000258742NUPL2chr723226765+ENST00000321358YBX1chr143149073+19137042261512428
ENST00000410002NUPL2chr723226765+ENST00000321358YBX1chr143149073+1702493151301428

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
ENST00000258742ENST00000321358NUPL2chr723226765+YBX1chr143149073+0.0007769890.999223
ENST00000410002ENST00000321358NUPL2chr723226765+YBX1chr143149073+0.0006730080.99932706

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 NUPL2-YBX1

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
NUPL2chr723226765YBX1chr143149073493159SVYSPVKKKPNISATKVLGTVKWFNV
NUPL2chr723226765YBX1chr143149073704159SVYSPVKKKPNISATKVLGTVKWFNV

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Potential FusionNeoAntigen Information of NUPL2-YBX1 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.
NUPL2-YBX1_23226765_43149073.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)
NUPL2-YBX1chr723226765chr143149073704HLA-B57:01SATKVLGTVKW10.97981223
NUPL2-YBX1chr723226765chr143149073704HLA-B58:02SATKVLGTVKW0.99990.92331223
NUPL2-YBX1chr723226765chr143149073704HLA-B58:01SATKVLGTVKW0.99940.95561223
NUPL2-YBX1chr723226765chr143149073704HLA-B57:03SATKVLGTVKW0.99860.99191223
NUPL2-YBX1chr723226765chr143149073704HLA-B08:09SPVKKKPNISA0.99360.5058314
NUPL2-YBX1chr723226765chr143149073704HLA-C12:04SATKVLGTV0.98840.98031221
NUPL2-YBX1chr723226765chr143149073704HLA-C06:03SATKVLGTV0.98680.98271221
NUPL2-YBX1chr723226765chr143149073704HLA-B51:07SATKVLGTV0.97740.90821221
NUPL2-YBX1chr723226765chr143149073704HLA-C12:12SATKVLGTV0.96190.90071221
NUPL2-YBX1chr723226765chr143149073704HLA-C02:06SATKVLGTV0.91420.93941221
NUPL2-YBX1chr723226765chr143149073704HLA-B39:10KPNISATKV0.080.9044817
NUPL2-YBX1chr723226765chr143149073704HLA-B39:10KPNISATKVL0.38580.8993818
NUPL2-YBX1chr723226765chr143149073704HLA-C15:02SATKVLGTV0.99960.79851221
NUPL2-YBX1chr723226765chr143149073704HLA-C12:03SATKVLGTV0.94350.95821221
NUPL2-YBX1chr723226765chr143149073704HLA-B67:01KPNISATKV0.21850.6812817
NUPL2-YBX1chr723226765chr143149073704HLA-A30:01SATKVLGTVK0.97270.85911222
NUPL2-YBX1chr723226765chr143149073704HLA-A30:01KKKPNISATK0.92880.8028616
NUPL2-YBX1chr723226765chr143149073704HLA-B67:01KPNISATKVL0.42250.6527818
NUPL2-YBX1chr723226765chr143149073704HLA-B35:13KPNISATKVL0.38650.9131818
NUPL2-YBX1chr723226765chr143149073704HLA-B57:10SATKVLGTVKW10.97981223
NUPL2-YBX1chr723226765chr143149073704HLA-B57:04SATKVLGTVKW0.99990.79891223
NUPL2-YBX1chr723226765chr143149073704HLA-B58:06SATKVLGTVKW0.99980.86291223
NUPL2-YBX1chr723226765chr143149073704HLA-B57:02SATKVLGTVKW0.99880.96931223

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Potential FusionNeoAntigen Information of NUPL2-YBX1 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.
NUPL2-YBX1_23226765_43149073.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)
NUPL2-YBX1chr723226765chr143149073704DRB1-0437YSPVKKKPNISATKV217
NUPL2-YBX1chr723226765chr143149073704DRB1-0437VYSPVKKKPNISATK116

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Fusion breakpoint peptide structures of NUPL2-YBX1

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
4344KKKPNISATKVLGTNUPL2YBX1chr723226765chr143149073704

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of NUPL2-YBX1

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-B14:023BVN4344KKKPNISATKVLGT-7.15543-7.26883
HLA-B14:023BVN4344KKKPNISATKVLGT-4.77435-5.80965
HLA-B52:013W394344KKKPNISATKVLGT-6.80875-6.92215
HLA-B52:013W394344KKKPNISATKVLGT-4.20386-5.23916
HLA-A11:014UQ24344KKKPNISATKVLGT-7.5194-8.5547
HLA-A11:014UQ24344KKKPNISATKVLGT-6.9601-7.0735
HLA-A24:025HGA4344KKKPNISATKVLGT-7.52403-7.63743
HLA-A24:025HGA4344KKKPNISATKVLGT-5.82433-6.85963
HLA-B27:056PYJ4344KKKPNISATKVLGT-3.28285-4.31815
HLA-B44:053DX84344KKKPNISATKVLGT-5.91172-6.94702
HLA-B44:053DX84344KKKPNISATKVLGT-4.24346-4.35686

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Vaccine Design for the FusionNeoAntigens of NUPL2-YBX1

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
NUPL2-YBX1chr723226765chr1431490731221SATKVLGTVCAGCAACGAAGGTTTTGGGAACAGTAA
NUPL2-YBX1chr723226765chr1431490731222SATKVLGTVKCAGCAACGAAGGTTTTGGGAACAGTAAAAT
NUPL2-YBX1chr723226765chr1431490731223SATKVLGTVKWCAGCAACGAAGGTTTTGGGAACAGTAAAATGGT
NUPL2-YBX1chr723226765chr143149073314SPVKKKPNISACACCAGTGAAAAAGAAACCTAATATTTCAGCAA
NUPL2-YBX1chr723226765chr143149073616KKKPNISATKAAAAGAAACCTAATATTTCAGCAACGAAGG
NUPL2-YBX1chr723226765chr143149073817KPNISATKVAACCTAATATTTCAGCAACGAAGGTTT
NUPL2-YBX1chr723226765chr143149073818KPNISATKVLAACCTAATATTTCAGCAACGAAGGTTTTGG

check button mRNA and peptide sequences of FusionNeoAntigens that have potential interaction with HLA-IIs.
Fusion geneHchrHbpTchrTbpStart in +/-13AAEnd in +/-13AAFusionNeoAntigen peptideFusionNEoAntigen RNA sequence
NUPL2-YBX1chr723226765chr143149073116VYSPVKKKPNISATKTTTATTCACCAGTGAAAAAGAAACCTAATATTTCAGCAACGAAGG
NUPL2-YBX1chr723226765chr143149073217YSPVKKKPNISATKVATTCACCAGTGAAAAAGAAACCTAATATTTCAGCAACGAAGGTTT

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Information of the samples that have these potential fusion neoantigens of NUPL2-YBX1

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
READNUPL2-YBX1chr723226765ENST00000258742chr143149073ENST00000321358TCGA-DC-6157

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Potential target of CAR-T therapy development for NUPL2-YBX1

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 NUPL2-YBX1

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 NUPL2-YBX1

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