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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:WWOX-WWOX

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: WWOX-WWOX
FusionPDB ID: 99501
FusionGDB2.0 ID: 99501
HgeneTgene
Gene symbol

WWOX

WWOX

Gene ID

51741

51741

Gene nameWW domain containing oxidoreductaseWW domain containing oxidoreductase
SynonymsD16S432E|EIEE28|FOR|FRA16D|HHCMA56|PRO0128|SCAR12|SDR41C1|WOX1D16S432E|EIEE28|FOR|FRA16D|HHCMA56|PRO0128|SCAR12|SDR41C1|WOX1
Cytomap

16q23.1-q23.2

16q23.1-q23.2

Type of geneprotein-codingprotein-coding
DescriptionWW domain-containing oxidoreductaseWW domain-containing protein WWOXfragile site FRA16D oxidoreductaseshort chain dehydrogenase/reductase family 41C member 1WW domain-containing oxidoreductaseWW domain-containing protein WWOXfragile site FRA16D oxidoreductaseshort chain dehydrogenase/reductase family 41C member 1
Modification date2020031320200313
UniProtAcc..
Ensembl transtripts involved in fusion geneENST idsENST00000408984, ENST00000566780, 
ENST00000355860, ENST00000402655, 
ENST00000406884, ENST00000539474, 
ENST00000565791, ENST00000569818, 
ENST00000355860, ENST00000408984, 
ENST00000565791, ENST00000569818, 
ENST00000402655, ENST00000406884, 
ENST00000566780, ENST00000539474, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score26 X 26 X 8=540830 X 23 X 10=6900
# samples 3136
** MAII scorelog2(31/5408*10)=-4.12475503100795
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(36/6900*10)=-4.26052755022322
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: WWOX [Title/Abstract] AND WWOX [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: WWOX [Title/Abstract] AND WWOX [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)WWOX(78466649)-WWOX(79245500), # samples:2
WWOX(78707278)-WWOX(78707156), # samples:2
Anticipated loss of major functional domain due to fusion event.WWOX-WWOX 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.
WWOX-WWOX 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.
WWOX-WWOX 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.
WWOX-WWOX 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.
WWOX-WWOX seems lost the major protein functional domain in Hgene partner, which is a essential gene due to the frame-shifted ORF.
WWOX-WWOX seems lost the major protein functional domain in Hgene partner, which is a tumor suppressor due to the frame-shifted ORF.
WWOX-WWOX seems lost the major protein functional domain in Tgene partner, which is a essential gene due to the frame-shifted ORF.
WWOX-WWOX seems lost the major protein functional domain in Tgene partner, which is a tumor suppressor 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
HgeneWWOX

GO:0030178

negative regulation of Wnt signaling pathway

19465938

HgeneWWOX

GO:0071560

cellular response to transforming growth factor beta stimulus

19366691

TgeneWWOX

GO:0030178

negative regulation of Wnt signaling pathway

19465938

TgeneWWOX

GO:0071560

cellular response to transforming growth factor beta stimulus

19366691



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/chr16:78466649/chr16:79245500)
- 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 WWOX (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 WWOX (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)
ENST00000566780WWOXchr1678466649+ENST00000539474WWOXchr1679245500+248214223661610414
ENST00000408984WWOXchr1678466649+ENST00000539474WWOXchr1679245500+22011141851329414

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
ENST00000566780ENST00000539474WWOXchr1678466649+WWOXchr1679245500+0.0070195720.9929804
ENST00000408984ENST00000539474WWOXchr1678466649+WWOXchr1679245500+0.0049269080.995073

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 WWOX-WWOX

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
WWOXchr1678466649WWOXchr16792455001141352LLFTLARPFTKSMQQGAATTVYCAAV
WWOXchr1678466649WWOXchr16792455001422352LLFTLARPFTKSMQQGAATTVYCAAV

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Potential FusionNeoAntigen Information of WWOX-WWOX 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.
WWOX-WWOX_78466649_79245500.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)
WWOX-WWOXchr1678466649chr16792455001141HLA-B48:01MQQGAATTV0.96190.88721221
WWOX-WWOXchr1678466649chr16792455001141HLA-A02:21MQQGAATTV0.86670.87221221
WWOX-WWOXchr1678466649chr16792455001141HLA-B13:02MQQGAATTV0.81140.97171221
WWOX-WWOXchr1678466649chr16792455001141HLA-B39:01MQQGAATTV0.78310.97431221
WWOX-WWOXchr1678466649chr16792455001141HLA-B39:13MQQGAATTV0.77450.99141221
WWOX-WWOXchr1678466649chr16792455001141HLA-B13:01MQQGAATTV0.5980.99831221
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:10MQQGAATTV0.47420.91271221
WWOX-WWOXchr1678466649chr16792455001141HLA-B52:01MQQGAATTV0.0610.99451221
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:01MQQGAATTVY0.99990.73231222
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:25MQQGAATTVY0.99360.9551222
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:02MQQGAATTVY0.9840.96111222
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:03MQQGAATTVY0.90420.78191222
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:18MQQGAATTVY0.83710.75651222
WWOX-WWOXchr1678466649chr16792455001141HLA-B13:02SMQQGAATTV0.35540.95261121
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:01SMQQGAATTVY0.99990.81941122
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:25SMQQGAATTVY0.99490.86331122
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:02SMQQGAATTVY0.99190.87961122
WWOX-WWOXchr1678466649chr16792455001141HLA-B56:01RPFTKSMQQGA0.8250.5177617
WWOX-WWOXchr1678466649chr16792455001141HLA-B13:02KSMQQGAATTV0.74430.95021021
WWOX-WWOXchr1678466649chr16792455001141HLA-A02:05MQQGAATTV0.96480.85181221
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:04MQQGAATTV0.81920.98091221
WWOX-WWOXchr1678466649chr16792455001141HLA-B48:03MQQGAATTV0.77860.90141221
WWOX-WWOXchr1678466649chr16792455001141HLA-B39:08MQQGAATTV0.71010.93231221
WWOX-WWOXchr1678466649chr16792455001141HLA-B39:05MQQGAATTV0.69140.97541221
WWOX-WWOXchr1678466649chr16792455001141HLA-B51:07MQQGAATTV0.06310.99591221
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:07MQQGAATTVY0.99890.60621222
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:04MQQGAATTVY0.99090.75831222
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:21MQQGAATTVY0.98510.9421222
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:05MQQGAATTVY0.93920.93781222
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:31MQQGAATTVY0.8790.9421222
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:07SMQQGAATTVY0.99970.67951122
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:21SMQQGAATTVY0.98990.87451122
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:05SMQQGAATTVY0.94610.8451122
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:31SMQQGAATTVY0.91640.84721122
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:73MQQGAATTV0.89010.98861221
WWOX-WWOXchr1678466649chr16792455001141HLA-A02:14MQQGAATTV0.87120.88271221
WWOX-WWOXchr1678466649chr16792455001141HLA-A02:06MQQGAATTV0.86670.87221221
WWOX-WWOXchr1678466649chr16792455001141HLA-B39:02MQQGAATTV0.83030.99121221
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:30MQQGAATTV0.80260.98451221
WWOX-WWOXchr1678466649chr16792455001141HLA-B40:12MQQGAATTV0.77860.90141221
WWOX-WWOXchr1678466649chr16792455001141HLA-B39:11MQQGAATTV0.63590.88221221
WWOX-WWOXchr1678466649chr16792455001141HLA-B40:21MQQGAATTV0.53670.9131221
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:09MQQGAATTV0.25550.96271221
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:135MQQGAATTVY0.99990.74021222
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:33MQQGAATTVY0.99990.73231222
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:125MQQGAATTVY0.99990.73231222
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:27MQQGAATTVY0.99990.71721222
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:34MQQGAATTVY0.99990.73231222
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:50MQQGAATTVY0.99980.75631222
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:24MQQGAATTVY0.99970.78821222
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:53MQQGAATTVY0.99910.69911222
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:12MQQGAATTVY0.99870.74741222
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:35MQQGAATTVY0.99850.7051222
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:54MQQGAATTVY0.99380.69351222
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:39MQQGAATTVY0.99360.81411222
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:68MQQGAATTVY0.9640.56951222
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:20MQQGAATTVY0.94040.96451222
WWOX-WWOXchr1678466649chr16792455001141HLA-B35:28MQQGAATTVY0.930.97191222
WWOX-WWOXchr1678466649chr16792455001141HLA-B35:20MQQGAATTVY0.86740.97471222
WWOX-WWOXchr1678466649chr16792455001141HLA-B48:02MQQGAATTVY0.68870.96591222
WWOX-WWOXchr1678466649chr16792455001141HLA-B18:04MQQGAATTVY0.6340.91281222
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:33SMQQGAATTVY0.99990.81941122
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:125SMQQGAATTVY0.99990.81941122
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:27SMQQGAATTVY0.99990.81971122
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:135SMQQGAATTVY0.99990.83781122
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:34SMQQGAATTVY0.99990.81941122
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:50SMQQGAATTVY0.99990.76591122
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:12SMQQGAATTVY0.99950.86691122
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:53SMQQGAATTVY0.99950.77691122
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:35SMQQGAATTVY0.99950.7351122
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:39SMQQGAATTVY0.99520.83481122
WWOX-WWOXchr1678466649chr16792455001141HLA-B15:20SMQQGAATTVY0.9460.86981122
WWOX-WWOXchr1678466649chr16792455001141HLA-B35:28SMQQGAATTVY0.92660.90891122
WWOX-WWOXchr1678466649chr16792455001141HLA-B55:02RPFTKSMQQGA0.92360.6808617

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Potential FusionNeoAntigen Information of WWOX-WWOX 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.
WWOX-WWOX_78466649_79245500.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)
WWOX-WWOXchr1678466649chr16792455001141DRB1-0902ARPFTKSMQQGAATT520
WWOX-WWOXchr1678466649chr16792455001141DRB1-0902LARPFTKSMQQGAAT419

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Fusion breakpoint peptide structures of WWOX-WWOX

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
8080RPFTKSMQQGAATTWWOXWWOXchr1678466649chr16792455001141

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

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-B14:023BVN8080RPFTKSMQQGAATT-8.62545-8.73885
HLA-B14:023BVN8080RPFTKSMQQGAATT-3.26321-4.29851
HLA-B52:013W398080RPFTKSMQQGAATT-6.23413-6.34753
HLA-B52:013W398080RPFTKSMQQGAATT-4.55402-5.58932
HLA-A24:025HGA8080RPFTKSMQQGAATT-8.62578-8.73918
HLA-A24:025HGA8080RPFTKSMQQGAATT-6.438-7.4733
HLA-B44:053DX88080RPFTKSMQQGAATT-5.68484-5.79824
HLA-B44:053DX88080RPFTKSMQQGAATT-3.64855-4.68385
HLA-A02:016TDR8080RPFTKSMQQGAATT-5.14764-6.18294

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Vaccine Design for the FusionNeoAntigens of WWOX-WWOX

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
WWOX-WWOXchr1678466649chr16792455001021KSMQQGAATTVAAGTCCATGCAACAGGGAGCTGCCACCACCGTG
WWOX-WWOXchr1678466649chr16792455001121SMQQGAATTVTCCATGCAACAGGGAGCTGCCACCACCGTG
WWOX-WWOXchr1678466649chr16792455001122SMQQGAATTVYTCCATGCAACAGGGAGCTGCCACCACCGTGTAC
WWOX-WWOXchr1678466649chr16792455001221MQQGAATTVATGCAACAGGGAGCTGCCACCACCGTG
WWOX-WWOXchr1678466649chr16792455001222MQQGAATTVYATGCAACAGGGAGCTGCCACCACCGTGTAC
WWOX-WWOXchr1678466649chr1679245500617RPFTKSMQQGAAGGCCTTTCACCAAGTCCATGCAACAGGGAGCT

check button mRNA and peptide sequences of FusionNeoAntigens that have potential interaction with HLA-IIs.
Fusion geneHchrHbpTchrTbpStart in +/-13AAEnd in +/-13AAFusionNeoAntigen peptideFusionNEoAntigen RNA sequence
WWOX-WWOXchr1678466649chr1679245500419LARPFTKSMQQGAATTTGGCGAGGCCTTTCACCAAGTCCATGCAACAGGGAGCTGCCACC
WWOX-WWOXchr1678466649chr1679245500520ARPFTKSMQQGAATTGCGAGGCCTTTCACCAAGTCCATGCAACAGGGAGCTGCCACCACC

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Information of the samples that have these potential fusion neoantigens of WWOX-WWOX

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
N/AWWOX-WWOXchr1678466649ENST00000408984chr1679245500ENST00000539474AY405915

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Potential target of CAR-T therapy development for WWOX-WWOX

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 WWOX-WWOX

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 WWOX-WWOX

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