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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:STK10-SLIT3

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: STK10-SLIT3
FusionPDB ID: 87439
FusionGDB2.0 ID: 87439
HgeneTgene
Gene symbol

STK10

SLIT3

Gene ID

6793

6586

Gene nameserine/threonine kinase 10slit guidance ligand 3
SynonymsLOK|PRO2729MEGF5|SLIL2|SLIT1|Slit-3|slit2
Cytomap

5q35.1

5q34-q35.1

Type of geneprotein-codingprotein-coding
Descriptionserine/threonine-protein kinase 10lymphocyte-oriented kinaseslit homolog 3 proteinmultiple EGF-like domains protein 5multiple epidermal growth factor-like domains protein 5slit homolog 3
Modification date2020031320200313
UniProtAcc..
Ensembl transtripts involved in fusion geneENST idsENST00000176763, ENST00000517775, 
ENST00000521130, ENST00000332966, 
ENST00000404867, ENST00000519560, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score9 X 11 X 6=59414 X 14 X 6=1176
# samples 1314
** MAII scorelog2(13/594*10)=-2.19195130777231
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(14/1176*10)=-3.0703893278914
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: STK10 [Title/Abstract] AND SLIT3 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: STK10 [Title/Abstract] AND SLIT3 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)STK10(171583628)-SLIT3(168127684), # samples:1
Anticipated loss of major functional domain due to fusion event.STK10-SLIT3 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.
STK10-SLIT3 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.
STK10-SLIT3 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.
STK10-SLIT3 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
HgeneSTK10

GO:0046777

protein autophosphorylation

12639966|18239682

TgeneSLIT3

GO:0007411

axon guidance

11748139

TgeneSLIT3

GO:0021834

chemorepulsion involved in embryonic olfactory bulb interneuron precursor migration

11748139

TgeneSLIT3

GO:0048846

axon extension involved in axon guidance

16840550

TgeneSLIT3

GO:0050919

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/chr5:171583628/chr5:168127684)
- 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 STK10 (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 SLIT3 (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)
ENST00000176763STK10chr5171583628-ENST00000519560SLIT3chr5168127684-7107665262392788
ENST00000176763STK10chr5171583628-ENST00000332966SLIT3chr5168127684-2622665262392788
ENST00000176763STK10chr5171583628-ENST00000404867SLIT3chr5168127684-2240665262239738

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
ENST00000176763ENST00000519560STK10chr5171583628-SLIT3chr5168127684-0.0010893230.99891067
ENST00000176763ENST00000332966STK10chr5171583628-SLIT3chr5168127684-0.0060187530.9939812
ENST00000176763ENST00000404867STK10chr5171583628-SLIT3chr5168127684-0.0123188870.98768115

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 STK10-SLIT3

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
STK10chr5171583628SLIT3chr5168127684665213KLLGAYYHDGKLWGKDCTVPINTCIQ

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Potential FusionNeoAntigen Information of STK10-SLIT3 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.
STK10-SLIT3_171583628_168127684.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)
STK10-SLIT3chr5171583628chr5168127684665HLA-A02:22KLWGKDCTV0.99570.70381019
STK10-SLIT3chr5171583628chr5168127684665HLA-A02:13KLWGKDCTV0.99540.86831019
STK10-SLIT3chr5171583628chr5168127684665HLA-A02:27KLWGKDCTV0.99520.81951019
STK10-SLIT3chr5171583628chr5168127684665HLA-A02:11KLWGKDCTV0.99470.85161019
STK10-SLIT3chr5171583628chr5168127684665HLA-A02:60KLWGKDCTV0.9940.81991019
STK10-SLIT3chr5171583628chr5168127684665HLA-A02:16KLWGKDCTV0.99390.811019
STK10-SLIT3chr5171583628chr5168127684665HLA-A02:24KLWGKDCTV0.99380.84471019
STK10-SLIT3chr5171583628chr5168127684665HLA-A02:67KLWGKDCTV0.99380.84471019
STK10-SLIT3chr5171583628chr5168127684665HLA-A02:30KLWGKDCTV0.99380.84471019
STK10-SLIT3chr5171583628chr5168127684665HLA-A02:21KLWGKDCTV0.99330.90281019
STK10-SLIT3chr5171583628chr5168127684665HLA-A02:38KLWGKDCTV0.99260.81871019
STK10-SLIT3chr5171583628chr5168127684665HLA-A02:04KLWGKDCTV0.99020.87071019
STK10-SLIT3chr5171583628chr5168127684665HLA-A02:17KLWGKDCTV0.9860.73891019
STK10-SLIT3chr5171583628chr5168127684665HLA-A02:19KLWGKDCTV0.98510.55481019
STK10-SLIT3chr5171583628chr5168127684665HLA-A02:35KLWGKDCTV0.96420.86041019
STK10-SLIT3chr5171583628chr5168127684665HLA-A02:29KLWGKDCTV0.93150.84691019
STK10-SLIT3chr5171583628chr5168127684665HLA-A02:20KLWGKDCTV0.90880.84951019
STK10-SLIT3chr5171583628chr5168127684665HLA-B13:02KLWGKDCTV0.01850.9561019
STK10-SLIT3chr5171583628chr5168127684665HLA-A02:02KLWGKDCTV0.99590.5171019
STK10-SLIT3chr5171583628chr5168127684665HLA-A02:07KLWGKDCTV0.99460.85481019
STK10-SLIT3chr5171583628chr5168127684665HLA-A02:01KLWGKDCTV0.99380.84471019
STK10-SLIT3chr5171583628chr5168127684665HLA-A02:03KLWGKDCTV0.99720.86321019
STK10-SLIT3chr5171583628chr5168127684665HLA-A02:14KLWGKDCTV0.99340.86961019
STK10-SLIT3chr5171583628chr5168127684665HLA-A02:06KLWGKDCTV0.99330.90281019

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Potential FusionNeoAntigen Information of STK10-SLIT3 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.
STK10-SLIT3_171583628_168127684.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)
STK10-SLIT3chr5171583628chr5168127684665DRB1-0305LLGAYYHDGKLWGKD116
STK10-SLIT3chr5171583628chr5168127684665DRB1-0340LLGAYYHDGKLWGKD116
STK10-SLIT3chr5171583628chr5168127684665DRB1-0466LLGAYYHDGKLWGKD116
STK10-SLIT3chr5171583628chr5168127684665DRB1-1153LLGAYYHDGKLWGKD116
STK10-SLIT3chr5171583628chr5168127684665DRB1-1153LGAYYHDGKLWGKDC217
STK10-SLIT3chr5171583628chr5168127684665DRB1-1173LLGAYYHDGKLWGKD116
STK10-SLIT3chr5171583628chr5168127684665DRB1-1179LLGAYYHDGKLWGKD116
STK10-SLIT3chr5171583628chr5168127684665DRB1-1179LGAYYHDGKLWGKDC217
STK10-SLIT3chr5171583628chr5168127684665DRB1-1193LLGAYYHDGKLWGKD116
STK10-SLIT3chr5171583628chr5168127684665DRB1-1333LLGAYYHDGKLWGKD116
STK10-SLIT3chr5171583628chr5168127684665DRB1-1337LLGAYYHDGKLWGKD116
STK10-SLIT3chr5171583628chr5168127684665DRB1-1337LGAYYHDGKLWGKDC217
STK10-SLIT3chr5171583628chr5168127684665DRB1-1337KLLGAYYHDGKLWGK015
STK10-SLIT3chr5171583628chr5168127684665DRB1-1385LLGAYYHDGKLWGKD116
STK10-SLIT3chr5171583628chr5168127684665DRB1-1388LLGAYYHDGKLWGKD116
STK10-SLIT3chr5171583628chr5168127684665DRB1-1409LLGAYYHDGKLWGKD116
STK10-SLIT3chr5171583628chr5168127684665DRB1-1419LLGAYYHDGKLWGKD116

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Fusion breakpoint peptide structures of STK10-SLIT3

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
10661YHDGKLWGKDCTVPSTK10SLIT3chr5171583628chr5168127684665

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of STK10-SLIT3

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-B14:023BVN10661YHDGKLWGKDCTVP-7.15543-7.26883
HLA-B14:023BVN10661YHDGKLWGKDCTVP-4.77435-5.80965
HLA-B52:013W3910661YHDGKLWGKDCTVP-6.80875-6.92215
HLA-B52:013W3910661YHDGKLWGKDCTVP-4.20386-5.23916
HLA-A11:014UQ210661YHDGKLWGKDCTVP-7.5194-8.5547
HLA-A11:014UQ210661YHDGKLWGKDCTVP-6.9601-7.0735
HLA-A24:025HGA10661YHDGKLWGKDCTVP-7.52403-7.63743
HLA-A24:025HGA10661YHDGKLWGKDCTVP-5.82433-6.85963
HLA-B27:056PYJ10661YHDGKLWGKDCTVP-3.28285-4.31815
HLA-B44:053DX810661YHDGKLWGKDCTVP-5.91172-6.94702
HLA-B44:053DX810661YHDGKLWGKDCTVP-4.24346-4.35686

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Vaccine Design for the FusionNeoAntigens of STK10-SLIT3

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
STK10-SLIT3chr5171583628chr51681276841019KLWGKDCTVAAGCTGTGGGGCAAGGACTGCACTGTG

check button mRNA and peptide sequences of FusionNeoAntigens that have potential interaction with HLA-IIs.
Fusion geneHchrHbpTchrTbpStart in +/-13AAEnd in +/-13AAFusionNeoAntigen peptideFusionNEoAntigen RNA sequence
STK10-SLIT3chr5171583628chr5168127684015KLLGAYYHDGKLWGKAAGCTCCTGGGAGCCTACTATCACGACGGGAAGCTGTGGGGCAAG
STK10-SLIT3chr5171583628chr5168127684116LLGAYYHDGKLWGKDCTCCTGGGAGCCTACTATCACGACGGGAAGCTGTGGGGCAAGGAC
STK10-SLIT3chr5171583628chr5168127684217LGAYYHDGKLWGKDCCTGGGAGCCTACTATCACGACGGGAAGCTGTGGGGCAAGGACTGC

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Information of the samples that have these potential fusion neoantigens of STK10-SLIT3

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
LUADSTK10-SLIT3chr5171583628ENST00000176763chr5168127684ENST00000332966TCGA-86-8056-01A

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Potential target of CAR-T therapy development for STK10-SLIT3

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 STK10-SLIT3

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 STK10-SLIT3

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