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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:RPS6-WNK2

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: RPS6-WNK2
FusionPDB ID: 78099
FusionGDB2.0 ID: 78099
HgeneTgene
Gene symbol

RPS6

WNK2

Gene ID

6194

65268

Gene nameribosomal protein S6WNK lysine deficient protein kinase 2
SynonymsS6NY-CO-43|P/OKcl.13|PRKWNK2|SDCCAG43
Cytomap

9p22.1

9q22.31

Type of geneprotein-codingprotein-coding
Description40S ribosomal protein S6phosphoprotein NP33small ribosomal subunit protein eS6serine/threonine-protein kinase WNK2antigen NY-CO-43mitogen-activated protein kinase kinase kinaseprotein kinase lysine-deficient 2protein kinase with no lysine 2serologically defined colon cancer antigen 43
Modification date2020031320200313
UniProtAcc..
Ensembl transtripts involved in fusion geneENST idsENST00000315377, ENST00000380384, 
ENST00000380394, ENST00000380381, 
ENST00000498815, 
ENST00000349097, 
ENST00000356055, ENST00000395475, 
ENST00000395477, ENST00000471076, 
ENST00000297954, ENST00000427277, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score28 X 23 X 7=450810 X 9 X 7=630
# samples 3212
** MAII scorelog2(32/4508*10)=-3.81634370528486
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(12/630*10)=-2.39231742277876
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: RPS6 [Title/Abstract] AND WNK2 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: RPS6 [Title/Abstract] AND WNK2 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)RPS6(19378365)-WNK2(96079801), # samples:1
Anticipated loss of major functional domain due to fusion event.RPS6-WNK2 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.
RPS6-WNK2 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.
RPS6-WNK2 seems lost the major protein functional domain in Hgene partner, which is a cell metabolism gene due to the frame-shifted ORF.
RPS6-WNK2 seems lost the major protein functional domain in Hgene partner, which is a essential gene due to the frame-shifted ORF.
RPS6-WNK2 seems lost the major protein functional domain in Tgene partner, which is a CGC due to the frame-shifted ORF.
RPS6-WNK2 seems lost the major protein functional domain in Tgene partner, which is a IUPHAR drug target due to the frame-shifted ORF.
RPS6-WNK2 seems lost the major protein functional domain in Tgene partner, which is a kinase due to the frame-shifted ORF.
RPS6-WNK2 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
HgeneRPS6

GO:0031929

TOR signaling

16428328

HgeneRPS6

GO:0043065

positive regulation of apoptotic process

18362888

TgeneWNK2

GO:0006468

protein phosphorylation

21733846

TgeneWNK2

GO:0046777

protein autophosphorylation

17667937



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/chr9:19378365/chr9:96079801)
- 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 RPS6 (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 WNK2 (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)
ENST00000315377RPS6chr919378365-ENST00000427277WNK2chr996079801+760601111758216
ENST00000315377RPS6chr919378365-ENST00000297954WNK2chr996079801+1112601111914267

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
ENST00000315377ENST00000427277RPS6chr919378365-WNK2chr996079801+0.397085160.60291487
ENST00000315377ENST00000297954RPS6chr919378365-WNK2chr996079801+0.19126630.8087337

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 RPS6-WNK2

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
RPS6chr919378365WNK2chr996079801601163VRQYVVRKPLNKEDDRTSSRSGDATS

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Potential FusionNeoAntigen Information of RPS6-WNK2 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.

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)

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Potential FusionNeoAntigen Information of RPS6-WNK2 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.
RPS6-WNK2_19378365_96079801.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)
RPS6-WNK2chr919378365chr996079801601DRB1-0813VRQYVVRKPLNKEDD015
RPS6-WNK2chr919378365chr996079801601DRB1-0815VRQYVVRKPLNKEDD015
RPS6-WNK2chr919378365chr996079801601DRB1-0822RQYVVRKPLNKEDDR116
RPS6-WNK2chr919378365chr996079801601DRB1-0830VRQYVVRKPLNKEDD015
RPS6-WNK2chr919378365chr996079801601DRB1-1111VRQYVVRKPLNKEDD015
RPS6-WNK2chr919378365chr996079801601DRB1-1145VRQYVVRKPLNKEDD015
RPS6-WNK2chr919378365chr996079801601DRB1-1164VRQYVVRKPLNKEDD015
RPS6-WNK2chr919378365chr996079801601DRB1-1168VRQYVVRKPLNKEDD015
RPS6-WNK2chr919378365chr996079801601DRB1-1186VRQYVVRKPLNKEDD015
RPS6-WNK2chr919378365chr996079801601DRB1-1316VRQYVVRKPLNKEDD015
RPS6-WNK2chr919378365chr996079801601DRB1-1329VRQYVVRKPLNKEDD015
RPS6-WNK2chr919378365chr996079801601DRB1-1363VRQYVVRKPLNKEDD015
RPS6-WNK2chr919378365chr996079801601DRB1-1367VRQYVVRKPLNKEDD015
RPS6-WNK2chr919378365chr996079801601DRB1-1367RQYVVRKPLNKEDDR116
RPS6-WNK2chr919378365chr996079801601DRB1-1396VRQYVVRKPLNKEDD015
RPS6-WNK2chr919378365chr996079801601DRB1-1403VRQYVVRKPLNKEDD015
RPS6-WNK2chr919378365chr996079801601DRB1-1403RQYVVRKPLNKEDDR116
RPS6-WNK2chr919378365chr996079801601DRB1-1424VRQYVVRKPLNKEDD015
RPS6-WNK2chr919378365chr996079801601DRB1-1427VRQYVVRKPLNKEDD015
RPS6-WNK2chr919378365chr996079801601DRB1-1440VRQYVVRKPLNKEDD015
RPS6-WNK2chr919378365chr996079801601DRB1-1440RQYVVRKPLNKEDDR116
RPS6-WNK2chr919378365chr996079801601DRB1-1463VRQYVVRKPLNKEDD015
RPS6-WNK2chr919378365chr996079801601DRB1-1467VRQYVVRKPLNKEDD015
RPS6-WNK2chr919378365chr996079801601DRB1-1467RQYVVRKPLNKEDDR116
RPS6-WNK2chr919378365chr996079801601DRB1-1477VRQYVVRKPLNKEDD015
RPS6-WNK2chr919378365chr996079801601DRB1-1477RQYVVRKPLNKEDDR116
RPS6-WNK2chr919378365chr996079801601DRB1-1485VRQYVVRKPLNKEDD015
RPS6-WNK2chr919378365chr996079801601DRB1-1489VRQYVVRKPLNKEDD015
RPS6-WNK2chr919378365chr996079801601DRB1-1498VRQYVVRKPLNKEDD015
RPS6-WNK2chr919378365chr996079801601DRB1-1498RQYVVRKPLNKEDDR116
RPS6-WNK2chr919378365chr996079801601DRB5-0101VRQYVVRKPLNKEDD015
RPS6-WNK2chr919378365chr996079801601DRB5-0102VRQYVVRKPLNKEDD015
RPS6-WNK2chr919378365chr996079801601DRB5-0103VRQYVVRKPLNKEDD015
RPS6-WNK2chr919378365chr996079801601DRB5-0103RQYVVRKPLNKEDDR116
RPS6-WNK2chr919378365chr996079801601DRB5-0104VRQYVVRKPLNKEDD015
RPS6-WNK2chr919378365chr996079801601DRB5-0104RQYVVRKPLNKEDDR116
RPS6-WNK2chr919378365chr996079801601DRB5-0105VRQYVVRKPLNKEDD015
RPS6-WNK2chr919378365chr996079801601DRB5-0108NVRQYVVRKPLNKEDD015
RPS6-WNK2chr919378365chr996079801601DRB5-0111VRQYVVRKPLNKEDD015
RPS6-WNK2chr919378365chr996079801601DRB5-0113VRQYVVRKPLNKEDD015
RPS6-WNK2chr919378365chr996079801601DRB5-0114VRQYVVRKPLNKEDD015
RPS6-WNK2chr919378365chr996079801601DRB5-0203VRQYVVRKPLNKEDD015

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Fusion breakpoint peptide structures of RPS6-WNK2

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.

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of RPS6-WNK2

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

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Vaccine Design for the FusionNeoAntigens of RPS6-WNK2

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

check button mRNA and peptide sequences of FusionNeoAntigens that have potential interaction with HLA-IIs.
Fusion geneHchrHbpTchrTbpStart in +/-13AAEnd in +/-13AAFusionNeoAntigen peptideFusionNEoAntigen RNA sequence
RPS6-WNK2chr919378365chr996079801015VRQYVVRKPLNKEDDTCCGCCAGTATGTTGTAAGAAAGCCCTTAAATAAAGAAGATGACC
RPS6-WNK2chr919378365chr996079801116RQYVVRKPLNKEDDRGCCAGTATGTTGTAAGAAAGCCCTTAAATAAAGAAGATGACCGCA

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Information of the samples that have these potential fusion neoantigens of RPS6-WNK2

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

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Potential target of CAR-T therapy development for RPS6-WNK2

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 RPS6-WNK2

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 RPS6-WNK2

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