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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:ROBO1-PSMD6

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: ROBO1-PSMD6
FusionPDB ID: 75261
FusionGDB2.0 ID: 75261
HgeneTgene
Gene symbol

ROBO1

PSMD6

Gene ID

6091

9861

Gene nameroundabout guidance receptor 1proteasome 26S subunit, non-ATPase 6
SynonymsDUTT1|SAX3Rpn7|S10|SGA-113M|p42A|p44S10
Cytomap

3p12.3

3p14.1

Type of geneprotein-codingprotein-coding
Descriptionroundabout homolog 1deleted in U twenty twentyroundabout, axon guidance receptor, homolog 126S proteasome non-ATPase regulatory subunit 6breast cancer-associated protein SGA-113Mphosphonoformate immuno-associated protein 4proteasome (prosome, macropain) 26S subunit, non-ATPase, 6proteasome regulatory particle subunit p44S10
Modification date2020031320200313
UniProtAcc..
Ensembl transtripts involved in fusion geneENST idsENST00000464233, ENST00000436010, 
ENST00000467549, ENST00000495273, 
ENST00000466906, 
ENST00000295901, 
ENST00000394431, ENST00000482510, 
ENST00000492933, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score18 X 16 X 7=20165 X 4 X 4=80
# samples 185
** MAII scorelog2(18/2016*10)=-3.48542682717024
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(5/80*10)=-0.678071905112638
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: ROBO1 [Title/Abstract] AND PSMD6 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: ROBO1 [Title/Abstract] AND PSMD6 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)ROBO1(78987751)-PSMD6(64008199), # samples:1
Anticipated loss of major functional domain due to fusion event.ROBO1-PSMD6 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.
ROBO1-PSMD6 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.
ROBO1-PSMD6 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.
ROBO1-PSMD6 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.
ROBO1-PSMD6 seems lost the major protein functional domain in Hgene partner, which is a tumor suppressor due to the frame-shifted ORF.
ROBO1-PSMD6 seems lost the major protein functional domain in Tgene partner, which is a cell metabolism gene due to the frame-shifted ORF.
ROBO1-PSMD6 seems lost the major protein functional domain in Tgene partner, which is a essential 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
HgeneROBO1

GO:0007156

homophilic cell adhesion via plasma membrane adhesion molecules

12504588

HgeneROBO1

GO:0021836

chemorepulsion involved in postnatal olfactory bulb interneuron migration

15207848

HgeneROBO1

GO:0050772

positive regulation of axonogenesis

12504588

HgeneROBO1

GO:0050925

negative regulation of negative chemotaxis

11748139



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/chr3:78987751/chr3:64008199)
- 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 ROBO1 (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 PSMD6 (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)
ENST00000436010ROBO1chr378987751-ENST00000295901PSMD6chr364008199-252413809982404468
ENST00000436010ROBO1chr378987751-ENST00000492933PSMD6chr364008199-251813809982404468
ENST00000436010ROBO1chr378987751-ENST00000394431PSMD6chr364008199-251813809982404468
ENST00000436010ROBO1chr378987751-ENST00000482510PSMD6chr364008199-248913809982404468
ENST00000495273ROBO1chr378987751-ENST00000295901PSMD6chr364008199-20809365541960468
ENST00000495273ROBO1chr378987751-ENST00000492933PSMD6chr364008199-20749365541960468
ENST00000495273ROBO1chr378987751-ENST00000394431PSMD6chr364008199-20749365541960468
ENST00000495273ROBO1chr378987751-ENST00000482510PSMD6chr364008199-20459365541960468
ENST00000467549ROBO1chr378987751-ENST00000295901PSMD6chr364008199-1609465831489468
ENST00000467549ROBO1chr378987751-ENST00000492933PSMD6chr364008199-1603465831489468
ENST00000467549ROBO1chr378987751-ENST00000394431PSMD6chr364008199-1603465831489468
ENST00000467549ROBO1chr378987751-ENST00000482510PSMD6chr364008199-1574465831489468

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
ENST00000436010ENST00000295901ROBO1chr378987751-PSMD6chr364008199-0.0017259010.9982741
ENST00000436010ENST00000492933ROBO1chr378987751-PSMD6chr364008199-0.0017576190.9982424
ENST00000436010ENST00000394431ROBO1chr378987751-PSMD6chr364008199-0.0017576190.9982424
ENST00000436010ENST00000482510ROBO1chr378987751-PSMD6chr364008199-0.0019709170.99802905
ENST00000495273ENST00000295901ROBO1chr378987751-PSMD6chr364008199-0.0010854570.9989146
ENST00000495273ENST00000492933ROBO1chr378987751-PSMD6chr364008199-0.0011083840.99889165
ENST00000495273ENST00000394431ROBO1chr378987751-PSMD6chr364008199-0.0011083840.99889165
ENST00000495273ENST00000482510ROBO1chr378987751-PSMD6chr364008199-0.001263070.9987369
ENST00000467549ENST00000295901ROBO1chr378987751-PSMD6chr364008199-0.0007213720.9992786
ENST00000467549ENST00000492933ROBO1chr378987751-PSMD6chr364008199-0.0007335660.99926645
ENST00000467549ENST00000394431ROBO1chr378987751-PSMD6chr364008199-0.0007335660.99926645
ENST00000467549ENST00000482510ROBO1chr378987751-PSMD6chr364008199-0.0008378350.9991622

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 ROBO1-PSMD6

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
ROBO1chr378987751PSMD6chr3640081991380128EAVSHNASLEVANMAPYYEALCKSLD
ROBO1chr378987751PSMD6chr364008199465128EAVSHNASLEVANMAPYYEALCKSLD
ROBO1chr378987751PSMD6chr364008199936128EAVSHNASLEVANMAPYYEALCKSLD

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Potential FusionNeoAntigen Information of ROBO1-PSMD6 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.
ROBO1-PSMD6_78987751_64008199.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)
ROBO1-PSMD6chr378987751chr3640081991380HLA-B18:01LEVANMAPY0.99490.8869817
ROBO1-PSMD6chr378987751chr3640081991380HLA-B35:08EVANMAPYY0.98040.7452918
ROBO1-PSMD6chr378987751chr3640081991380HLA-B35:03NASLEVANM0.95070.9169514
ROBO1-PSMD6chr378987751chr3640081991380HLA-B35:01EVANMAPYY0.94040.7664918
ROBO1-PSMD6chr378987751chr3640081991380HLA-B15:02EVANMAPYY0.93350.896918
ROBO1-PSMD6chr378987751chr3640081991380HLA-B14:02NMAPYYEAL0.91370.57321221
ROBO1-PSMD6chr378987751chr3640081991380HLA-B14:01NMAPYYEAL0.91370.57321221
ROBO1-PSMD6chr378987751chr3640081991380HLA-B35:02NASLEVANM0.77610.9733514
ROBO1-PSMD6chr378987751chr3640081991380HLA-B35:04NASLEVANM0.77610.9733514
ROBO1-PSMD6chr378987751chr3640081991380HLA-B39:01NMAPYYEAL0.74640.90991221
ROBO1-PSMD6chr378987751chr3640081991380HLA-B08:01NMAPYYEAL0.68070.66661221
ROBO1-PSMD6chr378987751chr3640081991380HLA-B44:09LEVANMAPY0.96170.5887817
ROBO1-PSMD6chr378987751chr3640081991380HLA-B15:31EVANMAPYY0.94120.747918
ROBO1-PSMD6chr378987751chr3640081991380HLA-B15:21EVANMAPYY0.93580.8282918
ROBO1-PSMD6chr378987751chr3640081991380HLA-B40:03LEVANMAPY0.86530.5405817
ROBO1-PSMD6chr378987751chr3640081991380HLA-C01:17NMAPYYEAL0.84680.92991221
ROBO1-PSMD6chr378987751chr3640081991380HLA-C07:13NMAPYYEAL0.77790.8851221
ROBO1-PSMD6chr378987751chr3640081991380HLA-B35:12NASLEVANM0.77610.9733514
ROBO1-PSMD6chr378987751chr3640081991380HLA-C01:30NMAPYYEAL0.74250.92061221
ROBO1-PSMD6chr378987751chr3640081991380HLA-B14:03NMAPYYEAL0.73620.69561221
ROBO1-PSMD6chr378987751chr3640081991380HLA-C07:29NMAPYYEAL0.68160.90051221
ROBO1-PSMD6chr378987751chr3640081991380HLA-C03:02VANMAPYY0.98830.97391018
ROBO1-PSMD6chr378987751chr3640081991380HLA-C16:02VANMAPYY0.87130.98041018
ROBO1-PSMD6chr378987751chr3640081991380HLA-C16:01VANMAPYY0.76090.95681018
ROBO1-PSMD6chr378987751chr3640081991380HLA-B18:04LEVANMAPY0.99650.9007817
ROBO1-PSMD6chr378987751chr3640081991380HLA-B18:08LEVANMAPY0.99530.8917817
ROBO1-PSMD6chr378987751chr3640081991380HLA-B18:05LEVANMAPY0.99490.8869817
ROBO1-PSMD6chr378987751chr3640081991380HLA-B18:06LEVANMAPY0.9940.8949817
ROBO1-PSMD6chr378987751chr3640081991380HLA-A25:01EVANMAPYY0.99140.7345918
ROBO1-PSMD6chr378987751chr3640081991380HLA-B18:03LEVANMAPY0.99090.8834817
ROBO1-PSMD6chr378987751chr3640081991380HLA-B18:11LEVANMAPY0.94380.8248817
ROBO1-PSMD6chr378987751chr3640081991380HLA-B35:77EVANMAPYY0.94040.7664918
ROBO1-PSMD6chr378987751chr3640081991380HLA-B35:20EVANMAPYY0.93640.8803918
ROBO1-PSMD6chr378987751chr3640081991380HLA-B35:23EVANMAPYY0.93610.7577918
ROBO1-PSMD6chr378987751chr3640081991380HLA-C01:03NMAPYYEAL0.93130.90971221
ROBO1-PSMD6chr378987751chr3640081991380HLA-B35:11EVANMAPYY0.91050.8165918
ROBO1-PSMD6chr378987751chr3640081991380HLA-C01:02NMAPYYEAL0.86730.92031221
ROBO1-PSMD6chr378987751chr3640081991380HLA-B35:24EVANMAPYY0.78520.8458918
ROBO1-PSMD6chr378987751chr3640081991380HLA-B35:09NASLEVANM0.77610.9733514
ROBO1-PSMD6chr378987751chr3640081991380HLA-B15:08EVANMAPYY0.75690.7861918
ROBO1-PSMD6chr378987751chr3640081991380HLA-B15:53LEVANMAPY0.75210.8584817
ROBO1-PSMD6chr378987751chr3640081991380HLA-B15:11EVANMAPYY0.74710.7902918
ROBO1-PSMD6chr378987751chr3640081991380HLA-B35:20LEVANMAPY0.74370.9649817
ROBO1-PSMD6chr378987751chr3640081991380HLA-B39:11NMAPYYEAL0.73180.78371221
ROBO1-PSMD6chr378987751chr3640081991380HLA-B08:18NMAPYYEAL0.68070.66661221
ROBO1-PSMD6chr378987751chr3640081991380HLA-B35:43EVANMAPYY0.64650.7981918
ROBO1-PSMD6chr378987751chr3640081991380HLA-B08:12NMAPYYEAL0.64270.79951221
ROBO1-PSMD6chr378987751chr3640081991380HLA-B15:09NMAPYYEAL0.49290.51791221
ROBO1-PSMD6chr378987751chr3640081991380HLA-B18:04EVANMAPYY0.35630.8881918
ROBO1-PSMD6chr378987751chr3640081991380HLA-B48:02LEVANMAPY0.11180.9419817

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Potential FusionNeoAntigen Information of ROBO1-PSMD6 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.
ROBO1-PSMD6_78987751_64008199.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)
ROBO1-PSMD6chr378987751chr3640081991380DRB3-0301EAVSHNASLEVANMA015

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Fusion breakpoint peptide structures of ROBO1-PSMD6

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
600ASLEVANMAPYYEAROBO1PSMD6chr378987751chr3640081991380

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of ROBO1-PSMD6

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-B14:023BVN600ASLEVANMAPYYEA-7.9962-8.1096
HLA-B14:023BVN600ASLEVANMAPYYEA-5.70842-6.74372
HLA-B52:013W39600ASLEVANMAPYYEA-6.83737-6.95077
HLA-B52:013W39600ASLEVANMAPYYEA-4.4836-5.5189
HLA-A11:014UQ2600ASLEVANMAPYYEA-10.0067-10.1201
HLA-A11:014UQ2600ASLEVANMAPYYEA-9.03915-10.0745
HLA-A24:025HGA600ASLEVANMAPYYEA-6.56204-6.67544
HLA-A24:025HGA600ASLEVANMAPYYEA-5.42271-6.45801
HLA-B44:053DX8600ASLEVANMAPYYEA-7.85648-8.89178
HLA-B44:053DX8600ASLEVANMAPYYEA-5.3978-5.5112
HLA-A02:016TDR600ASLEVANMAPYYEA-3.37154-4.40684

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Vaccine Design for the FusionNeoAntigens of ROBO1-PSMD6

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
ROBO1-PSMD6chr378987751chr3640081991018VANMAPYYAAGTAGCCAACATGGCTCCTTACT
ROBO1-PSMD6chr378987751chr3640081991221NMAPYYEALCCAACATGGCTCCTTACTATGAAGCCT
ROBO1-PSMD6chr378987751chr364008199514NASLEVANMACAATGCATCGCTGGAAGTAGCCAACA
ROBO1-PSMD6chr378987751chr364008199817LEVANMAPYCGCTGGAAGTAGCCAACATGGCTCCTT
ROBO1-PSMD6chr378987751chr364008199918EVANMAPYYTGGAAGTAGCCAACATGGCTCCTTACT

check button mRNA and peptide sequences of FusionNeoAntigens that have potential interaction with HLA-IIs.
Fusion geneHchrHbpTchrTbpStart in +/-13AAEnd in +/-13AAFusionNeoAntigen peptideFusionNEoAntigen RNA sequence
ROBO1-PSMD6chr378987751chr364008199015EAVSHNASLEVANMAGAGAGGCTGTGAGCCACAATGCATCGCTGGAAGTAGCCAACATGG

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Information of the samples that have these potential fusion neoantigens of ROBO1-PSMD6

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
Non-CancerROBO1-PSMD6chr378987751ENST00000436010chr364008199ENST00000295901TCGA-B0-5703-11A

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Potential target of CAR-T therapy development for ROBO1-PSMD6

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 ROBO1-PSMD6

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 ROBO1-PSMD6

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