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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:USP12-NXF3

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: USP12-NXF3
FusionPDB ID: 97186
FusionGDB2.0 ID: 97186
HgeneTgene
Gene symbol

USP12

NXF3

Gene ID

219333

56000

Gene nameubiquitin specific peptidase 12nuclear RNA export factor 3
SynonymsUBH1|USP12L1-
Cytomap

13q12.13

Xq22.1

Type of geneprotein-codingprotein-coding
Descriptionubiquitin carboxyl-terminal hydrolase 12deubiquitinating enzyme 12ubiquitin specific protease 12 like 1ubiquitin thioesterase 12ubiquitin thiolesterase 12ubiquitin-hydrolyzing enzyme 1ubiquitin-specific-processing protease 12nuclear RNA export factor 3TAP-like protein 3TAPL-3
Modification date2020031320200313
UniProtAcc..
Ensembl transtripts involved in fusion geneENST idsENST00000282344, ENST00000425463, 
ENST00000425644, ENST00000395065, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score11 X 9 X 6=5944 X 2 X 2=16
# samples 124
** MAII scorelog2(12/594*10)=-2.30742852519225
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(4/16*10)=1.32192809488736
effective Gene in Pan-Cancer Fusion Genes (eGinPCFGs).
DoF>8 and MAII>0
Fusion gene context

PubMed: USP12 [Title/Abstract] AND NXF3 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: USP12 [Title/Abstract] AND NXF3 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)USP12(27664020)-NXF3(102339423), # samples:2
Anticipated loss of major functional domain due to fusion event.USP12-NXF3 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.
USP12-NXF3 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.
USP12-NXF3 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.
USP12-NXF3 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
HgeneUSP12

GO:0016579

protein deubiquitination

19075014|24145035

TgeneNXF3

GO:0006406

mRNA export from nucleus

11545741



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/chr13:27664020/chrX:102339423)
- 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 USP12 (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 NXF3 (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)
ENST00000282344USP12chr1327664020-ENST00000395065NXF3chrX102339423-26309911732389738

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
ENST00000282344ENST00000395065USP12chr1327664020-NXF3chrX102339423-0.0014633260.9985367

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 USP12-NXF3

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
USP12chr1327664020NXF3chrX102339423991273CEECRSKQEAHKRTPYTISPYNRKGS

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Potential FusionNeoAntigen Information of USP12-NXF3 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.
USP12-NXF3_27664020_102339423.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)
USP12-NXF3chr1327664020chrX102339423991HLA-B44:03QEAHKRTPY0.99820.9214716
USP12-NXF3chr1327664020chrX102339423991HLA-B39:06AHKRTPYTI0.99310.6821918
USP12-NXF3chr1327664020chrX102339423991HLA-B18:01QEAHKRTPY0.99260.9238716
USP12-NXF3chr1327664020chrX102339423991HLA-B39:01AHKRTPYTI0.98340.7694918
USP12-NXF3chr1327664020chrX102339423991HLA-B15:17RTPYTISPY0.98230.90611221
USP12-NXF3chr1327664020chrX102339423991HLA-B14:01AHKRTPYTI0.97630.5293918
USP12-NXF3chr1327664020chrX102339423991HLA-B14:02AHKRTPYTI0.97630.5293918
USP12-NXF3chr1327664020chrX102339423991HLA-B38:01AHKRTPYTI0.95730.8777918
USP12-NXF3chr1327664020chrX102339423991HLA-B38:02AHKRTPYTI0.95070.8737918
USP12-NXF3chr1327664020chrX102339423991HLA-B47:01QEAHKRTPY0.93770.5756716
USP12-NXF3chr1327664020chrX102339423991HLA-B15:10AHKRTPYTI0.67490.5317918
USP12-NXF3chr1327664020chrX102339423991HLA-B15:37AHKRTPYTI0.36190.587918
USP12-NXF3chr1327664020chrX102339423991HLA-B27:02KRTPYTISPY0.99990.5061121
USP12-NXF3chr1327664020chrX102339423991HLA-B27:05KRTPYTISPY0.99990.82111121
USP12-NXF3chr1327664020chrX102339423991HLA-B27:04KRTPYTISPY0.99990.73451121
USP12-NXF3chr1327664020chrX102339423991HLA-B15:01KQEAHKRTPY0.99930.7523616
USP12-NXF3chr1327664020chrX102339423991HLA-B15:03KQEAHKRTPY0.82770.6287616
USP12-NXF3chr1327664020chrX102339423991HLA-B27:14KRTPYTISP0.99440.68441120
USP12-NXF3chr1327664020chrX102339423991HLA-B39:12AHKRTPYTI0.98740.7781918
USP12-NXF3chr1327664020chrX102339423991HLA-B73:01KRTPYTISP0.97140.59391120
USP12-NXF3chr1327664020chrX102339423991HLA-B39:05AHKRTPYTI0.92650.7523918
USP12-NXF3chr1327664020chrX102339423991HLA-B14:03AHKRTPYTI0.30780.5364918
USP12-NXF3chr1327664020chrX102339423991HLA-B27:14KRTPYTISPY0.99980.70861121
USP12-NXF3chr1327664020chrX102339423991HLA-B27:03KRTPYTISPY0.99940.84391121
USP12-NXF3chr1327664020chrX102339423991HLA-C07:95KRTPYTISPY0.99650.55761121
USP12-NXF3chr1327664020chrX102339423991HLA-C07:27KRTPYTISPY0.99590.89271121
USP12-NXF3chr1327664020chrX102339423991HLA-C07:05KRTPYTISPY0.99360.90421121
USP12-NXF3chr1327664020chrX102339423991HLA-B15:07KQEAHKRTPY0.99250.5359616
USP12-NXF3chr1327664020chrX102339423991HLA-C07:19KRTPYTISPY0.96840.63781121
USP12-NXF3chr1327664020chrX102339423991HLA-C07:46KRTPYTISPY0.96520.7811121
USP12-NXF3chr1327664020chrX102339423991HLA-C07:67KRTPYTISPY0.95350.87141121
USP12-NXF3chr1327664020chrX102339423991HLA-C07:80KRTPYTISPY0.95350.87141121
USP12-NXF3chr1327664020chrX102339423991HLA-C07:10KRTPYTISPY0.94620.90821121
USP12-NXF3chr1327664020chrX102339423991HLA-B73:01HKRTPYTISP0.90660.60471020
USP12-NXF3chr1327664020chrX102339423991HLA-C12:16KRTPYTISPY0.76870.90971121
USP12-NXF3chr1327664020chrX102339423991HLA-B44:26QEAHKRTPY0.99820.9214716
USP12-NXF3chr1327664020chrX102339423991HLA-B44:07QEAHKRTPY0.99820.9214716
USP12-NXF3chr1327664020chrX102339423991HLA-B44:13QEAHKRTPY0.99820.9214716
USP12-NXF3chr1327664020chrX102339423991HLA-B15:27RTPYTISPY0.9960.89671221
USP12-NXF3chr1327664020chrX102339423991HLA-B18:04QEAHKRTPY0.99360.9359716
USP12-NXF3chr1327664020chrX102339423991HLA-B18:05QEAHKRTPY0.99260.9238716
USP12-NXF3chr1327664020chrX102339423991HLA-B18:08QEAHKRTPY0.99180.9083716
USP12-NXF3chr1327664020chrX102339423991HLA-B18:06QEAHKRTPY0.98820.9159716
USP12-NXF3chr1327664020chrX102339423991HLA-B18:11QEAHKRTPY0.98770.9239716
USP12-NXF3chr1327664020chrX102339423991HLA-B39:31AHKRTPYTI0.9870.7716918
USP12-NXF3chr1327664020chrX102339423991HLA-B18:03QEAHKRTPY0.9750.916716
USP12-NXF3chr1327664020chrX102339423991HLA-B38:05AHKRTPYTI0.95730.8777918
USP12-NXF3chr1327664020chrX102339423991HLA-B15:53QEAHKRTPY0.61970.8321716
USP12-NXF3chr1327664020chrX102339423991HLA-C07:04AHKRTPYTI0.34630.9216918
USP12-NXF3chr1327664020chrX102339423991HLA-B15:54QEAHKRTPY0.13470.8105716
USP12-NXF3chr1327664020chrX102339423991HLA-B27:08KRTPYTISPY0.99990.64571121
USP12-NXF3chr1327664020chrX102339423991HLA-B27:10KRTPYTISPY0.99990.85861121
USP12-NXF3chr1327664020chrX102339423991HLA-B15:33KQEAHKRTPY0.99930.7523616
USP12-NXF3chr1327664020chrX102339423991HLA-B15:125KQEAHKRTPY0.99930.7523616
USP12-NXF3chr1327664020chrX102339423991HLA-B15:34KQEAHKRTPY0.99930.7523616
USP12-NXF3chr1327664020chrX102339423991HLA-B15:135KQEAHKRTPY0.99920.7952616
USP12-NXF3chr1327664020chrX102339423991HLA-B15:50KQEAHKRTPY0.99910.7702616
USP12-NXF3chr1327664020chrX102339423991HLA-B27:09KRTPYTISPY0.99820.76011121
USP12-NXF3chr1327664020chrX102339423991HLA-C07:01KRTPYTISPY0.99790.56141121
USP12-NXF3chr1327664020chrX102339423991HLA-B15:35KQEAHKRTPY0.99060.7429616
USP12-NXF3chr1327664020chrX102339423991HLA-B15:53KQEAHKRTPY0.98790.7191616
USP12-NXF3chr1327664020chrX102339423991HLA-C07:22KRTPYTISPY0.98590.54281121
USP12-NXF3chr1327664020chrX102339423991HLA-C07:17KRTPYTISPY0.98210.89471121
USP12-NXF3chr1327664020chrX102339423991HLA-B15:54KQEAHKRTPY0.9710.6959616
USP12-NXF3chr1327664020chrX102339423991HLA-C07:02KRTPYTISPY0.95350.87141121

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Potential FusionNeoAntigen Information of USP12-NXF3 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 USP12-NXF3

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
4514KQEAHKRTPYTISPUSP12NXF3chr1327664020chrX102339423991

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of USP12-NXF3

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-B14:023BVN4514KQEAHKRTPYTISP-7.9962-8.1096
HLA-B14:023BVN4514KQEAHKRTPYTISP-5.70842-6.74372
HLA-B52:013W394514KQEAHKRTPYTISP-6.83737-6.95077
HLA-B52:013W394514KQEAHKRTPYTISP-4.4836-5.5189
HLA-A11:014UQ24514KQEAHKRTPYTISP-10.0067-10.1201
HLA-A11:014UQ24514KQEAHKRTPYTISP-9.03915-10.0745
HLA-A24:025HGA4514KQEAHKRTPYTISP-6.56204-6.67544
HLA-A24:025HGA4514KQEAHKRTPYTISP-5.42271-6.45801
HLA-B44:053DX84514KQEAHKRTPYTISP-7.85648-8.89178
HLA-B44:053DX84514KQEAHKRTPYTISP-5.3978-5.5112
HLA-A02:016TDR4514KQEAHKRTPYTISP-3.37154-4.40684

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Vaccine Design for the FusionNeoAntigens of USP12-NXF3

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
USP12-NXF3chr1327664020chrX1023394231020HKRTPYTISPACACAAACGCACTCCCTATACTATTTCACC
USP12-NXF3chr1327664020chrX1023394231120KRTPYTISPCAAACGCACTCCCTATACTATTTCACC
USP12-NXF3chr1327664020chrX1023394231121KRTPYTISPYCAAACGCACTCCCTATACTATTTCACCCTA
USP12-NXF3chr1327664020chrX1023394231221RTPYTISPYACGCACTCCCTATACTATTTCACCCTA
USP12-NXF3chr1327664020chrX102339423616KQEAHKRTPYCAAACAGGAAGCACACAAACGCACTCCCTA
USP12-NXF3chr1327664020chrX102339423716QEAHKRTPYACAGGAAGCACACAAACGCACTCCCTA
USP12-NXF3chr1327664020chrX102339423918AHKRTPYTIAGCACACAAACGCACTCCCTATACTAT

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 USP12-NXF3

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
SARCUSP12-NXF3chr1327664020ENST00000282344chrX102339423ENST00000395065TCGA-DX-A3LY-01B

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Potential target of CAR-T therapy development for USP12-NXF3

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 USP12-NXF3

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 USP12-NXF3

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