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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:RBM5-SLC15A2

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: RBM5-SLC15A2
FusionPDB ID: 72962
FusionGDB2.0 ID: 72962
HgeneTgene
Gene symbol

RBM5

SLC15A2

Gene ID

10181

6565

Gene nameRNA binding motif protein 5solute carrier family 15 member 2
SynonymsG15|H37|LUCA-15|LUCA15|RMB5PEPT2
Cytomap

3p21.31

3q13.33

Type of geneprotein-codingprotein-coding
DescriptionRNA-binding protein 5putative tumor suppressor LUCA15renal carcinoma antigen NY-REN-9solute carrier family 15 member 2kidney H(+)/peptide cotransporteroligopeptide transporter, kidney isoformpeptide transporter 2solute carrier family 15 (H+/peptide transporter), member 2solute carrier family 15 (oligopeptide transporter), member 2
Modification date2020032020200313
UniProtAcc..
Ensembl transtripts involved in fusion geneENST idsENST00000347869, ENST00000469838, 
ENST00000441812, 
ENST00000465060, 
ENST00000295605, ENST00000489711, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score7 X 6 X 5=2104 X 3 X 2=24
# samples 83
** MAII scorelog2(8/210*10)=-1.39231742277876
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(3/24*10)=0.321928094887362
effective Gene in Pan-Cancer Fusion Genes (eGinPCFGs).
DoF>8 and MAII>0
Fusion gene context

PubMed: RBM5 [Title/Abstract] AND SLC15A2 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: RBM5 [Title/Abstract] AND SLC15A2 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)RBM5(50131308)-SLC15A2(121658196), # samples:1
Anticipated loss of major functional domain due to fusion event.RBM5-SLC15A2 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.
RBM5-SLC15A2 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
HgeneRBM5

GO:0000245

spliceosomal complex assembly

18951082

HgeneRBM5

GO:0000381

regulation of alternative mRNA splicing, via spliceosome

18840686|18951082

HgeneRBM5

GO:0043065

positive regulation of apoptotic process

18840686



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/chr3:50131308/chr3:121658196)
- 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 RBM5 (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 SLC15A2 (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)
ENST00000347869RBM5chr350131308+ENST00000489711SLC15A2chr3121658196+4038514175942255
ENST00000347869RBM5chr350131308+ENST00000295605SLC15A2chr3121658196+1188514175942255
ENST00000469838RBM5chr350131308+ENST00000489711SLC15A2chr3121658196+4027503164931255
ENST00000469838RBM5chr350131308+ENST00000295605SLC15A2chr3121658196+1177503164931255

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
ENST00000347869ENST00000489711RBM5chr350131308+SLC15A2chr3121658196+0.0003293110.99967074
ENST00000347869ENST00000295605RBM5chr350131308+SLC15A2chr3121658196+0.0013675780.9986324
ENST00000469838ENST00000489711RBM5chr350131308+SLC15A2chr3121658196+0.000325490.99967456
ENST00000469838ENST00000295605RBM5chr350131308+SLC15A2chr3121658196+0.0013423020.9986577

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 RBM5-SLC15A2

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
RBM5chr350131308SLC15A2chr3121658196503113MLRGLPITITESDNTNQGLQAWKIED
RBM5chr350131308SLC15A2chr3121658196514113MLRGLPITITESDNTNQGLQAWKIED

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Potential FusionNeoAntigen Information of RBM5-SLC15A2 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.
RBM5-SLC15A2_50131308_121658196.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)
RBM5-SLC15A2chr350131308chr3121658196514HLA-B57:01SDNTNQGLQAW0.99970.96371122
RBM5-SLC15A2chr350131308chr3121658196514HLA-B58:02SDNTNQGLQAW0.99870.87491122
RBM5-SLC15A2chr350131308chr3121658196514HLA-B58:01SDNTNQGLQAW0.99550.92351122
RBM5-SLC15A2chr350131308chr3121658196514HLA-B57:03SDNTNQGLQAW0.99520.97251122
RBM5-SLC15A2chr350131308chr3121658196514HLA-C05:09ESDNTNQGL0.99990.80071019
RBM5-SLC15A2chr350131308chr3121658196514HLA-C08:15ESDNTNQGL0.99970.8271019
RBM5-SLC15A2chr350131308chr3121658196514HLA-C08:03ESDNTNQGL0.21140.87591019
RBM5-SLC15A2chr350131308chr3121658196514HLA-C05:09TESDNTNQGL0.99960.871919
RBM5-SLC15A2chr350131308chr3121658196514HLA-B39:08TESDNTNQGL0.91690.6644919
RBM5-SLC15A2chr350131308chr3121658196514HLA-C05:09ITESDNTNQGL10.8983819
RBM5-SLC15A2chr350131308chr3121658196514HLA-C05:01ESDNTNQGL0.99990.80071019
RBM5-SLC15A2chr350131308chr3121658196514HLA-C04:03ESDNTNQGL0.99980.78581019
RBM5-SLC15A2chr350131308chr3121658196514HLA-C08:02ESDNTNQGL0.99970.8271019
RBM5-SLC15A2chr350131308chr3121658196514HLA-C08:01ESDNTNQGL0.21140.87591019
RBM5-SLC15A2chr350131308chr3121658196514HLA-C05:01TESDNTNQGL0.99960.871919
RBM5-SLC15A2chr350131308chr3121658196514HLA-B40:04TESDNTNQGL0.97710.6843919
RBM5-SLC15A2chr350131308chr3121658196514HLA-A25:01DNTNQGLQAW0.35020.93941222
RBM5-SLC15A2chr350131308chr3121658196514HLA-C05:01ITESDNTNQGL10.8983819
RBM5-SLC15A2chr350131308chr3121658196514HLA-B57:10SDNTNQGLQAW0.99970.96371122
RBM5-SLC15A2chr350131308chr3121658196514HLA-B57:04SDNTNQGLQAW0.99850.71791122
RBM5-SLC15A2chr350131308chr3121658196514HLA-B58:06SDNTNQGLQAW0.99530.8491122
RBM5-SLC15A2chr350131308chr3121658196514HLA-B57:02SDNTNQGLQAW0.99430.88921122

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Potential FusionNeoAntigen Information of RBM5-SLC15A2 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.
RBM5-SLC15A2_50131308_121658196.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)
RBM5-SLC15A2chr350131308chr3121658196514DRB4-0101GLPITITESDNTNQG318
RBM5-SLC15A2chr350131308chr3121658196514DRB4-0101RGLPITITESDNTNQ217
RBM5-SLC15A2chr350131308chr3121658196514DRB4-0103GLPITITESDNTNQG318
RBM5-SLC15A2chr350131308chr3121658196514DRB4-0103RGLPITITESDNTNQ217
RBM5-SLC15A2chr350131308chr3121658196514DRB4-0104GLPITITESDNTNQG318
RBM5-SLC15A2chr350131308chr3121658196514DRB4-0104RGLPITITESDNTNQ217
RBM5-SLC15A2chr350131308chr3121658196514DRB4-0106GLPITITESDNTNQG318
RBM5-SLC15A2chr350131308chr3121658196514DRB4-0106RGLPITITESDNTNQ217
RBM5-SLC15A2chr350131308chr3121658196514DRB4-0107GLPITITESDNTNQG318
RBM5-SLC15A2chr350131308chr3121658196514DRB4-0107RGLPITITESDNTNQ217
RBM5-SLC15A2chr350131308chr3121658196514DRB4-0108GLPITITESDNTNQG318
RBM5-SLC15A2chr350131308chr3121658196514DRB4-0108RGLPITITESDNTNQ217

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Fusion breakpoint peptide structures of RBM5-SLC15A2

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
4023ITITESDNTNQGLQRBM5SLC15A2chr350131308chr3121658196514

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of RBM5-SLC15A2

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-B52:013W394023ITITESDNTNQGLQ-5.36671-5.36671
HLA-B44:053DX84023ITITESDNTNQGLQ-6.86648-6.86648

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Vaccine Design for the FusionNeoAntigens of RBM5-SLC15A2

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
RBM5-SLC15A2chr350131308chr31216581961019ESDNTNQGLGAGAGCGATAACACCAATCAGGGTCTT
RBM5-SLC15A2chr350131308chr31216581961122SDNTNQGLQAWAGCGATAACACCAATCAGGGTCTTCAGGCCTGG
RBM5-SLC15A2chr350131308chr31216581961222DNTNQGLQAWGATAACACCAATCAGGGTCTTCAGGCCTGG
RBM5-SLC15A2chr350131308chr3121658196819ITESDNTNQGLATCACAGAGAGCGATAACACCAATCAGGGTCTT
RBM5-SLC15A2chr350131308chr3121658196919TESDNTNQGLACAGAGAGCGATAACACCAATCAGGGTCTT

check button mRNA and peptide sequences of FusionNeoAntigens that have potential interaction with HLA-IIs.
Fusion geneHchrHbpTchrTbpStart in +/-13AAEnd in +/-13AAFusionNeoAntigen peptideFusionNEoAntigen RNA sequence
RBM5-SLC15A2chr350131308chr3121658196217RGLPITITESDNTNQCGCGGCCTTCCCATCACCATCACAGAGAGCGATAACACCAATCAG
RBM5-SLC15A2chr350131308chr3121658196318GLPITITESDNTNQGGGCCTTCCCATCACCATCACAGAGAGCGATAACACCAATCAGGGT

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Information of the samples that have these potential fusion neoantigens of RBM5-SLC15A2

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-CancerRBM5-SLC15A2chr350131308ENST00000347869chr3121658196ENST00000295605TCGA-CG-5721-11A

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Potential target of CAR-T therapy development for RBM5-SLC15A2

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
TgeneSLC15A2chr3:50131308chr3:121658196ENST000002956051721612_6320699.0TransmembraneHelical
TgeneSLC15A2chr3:50131308chr3:121658196ENST000002956051721644_6640699.0TransmembraneHelical
TgeneSLC15A2chr3:50131308chr3:121658196ENST000002956051721675_6950699.0TransmembraneHelical
TgeneSLC15A2chr3:50131308chr3:121658196ENST000004897111822612_6320730.0TransmembraneHelical
TgeneSLC15A2chr3:50131308chr3:121658196ENST000004897111822644_6640730.0TransmembraneHelical
TgeneSLC15A2chr3:50131308chr3:121658196ENST000004897111822675_6950730.0TransmembraneHelical

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 RBM5-SLC15A2

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 RBM5-SLC15A2

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