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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:GSS-TTI1

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: GSS-TTI1
FusionPDB ID: 35100
FusionGDB2.0 ID: 35100
HgeneTgene
Gene symbol

GSS

TTI1

Gene ID

5621

9675

Gene nameprion proteinTELO2 interacting protein 1
SynonymsASCR|AltPrP|CD230|CJD|GSS|KURU|PRIP|PrP|PrP27-30|PrP33-35C|PrPc|p27-30KIAA0406|smg-10
Cytomap

20p13

20q11.23

Type of geneprotein-codingprotein-coding
Descriptionmajor prion proteinalternative prion proteinCD230 antigenprion-related proteinTELO2-interacting protein 1 homologTEL2-interacting protein 1 homologTel two interacting protein 1smg-10 homolog, nonsense mediated mRNA decay factor
Modification date2020031520200313
UniProtAcc

P48637

Main function of 5'-partner protein:
.
Ensembl transtripts involved in fusion geneENST idsENST00000216951, ENST00000541098, 
ENST00000451957, 
ENST00000487362, 
ENST00000373447, ENST00000373448, 
ENST00000449821, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score8 X 8 X 4=2569 X 7 X 6=378
# samples 109
** MAII scorelog2(10/256*10)=-1.35614381022528
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(9/378*10)=-2.0703893278914
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: GSS [Title/Abstract] AND TTI1 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: GSS [Title/Abstract] AND TTI1 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)GSS(33529516)-TTI1(36627730), # samples:1
Anticipated loss of major functional domain due to fusion event.GSS-TTI1 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.
GSS-TTI1 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.
GSS-TTI1 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.
GSS-TTI1 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.
GSS-TTI1 seems lost the major protein functional domain in Hgene partner, which is a cell metabolism gene due to the frame-shifted ORF.
GSS-TTI1 seems lost the major protein functional domain in Hgene partner, which is a essential gene due to the frame-shifted ORF.
GSS-TTI1 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
HgeneGSS

GO:0050731

positive regulation of peptidyl-tyrosine phosphorylation

22820466

HgeneGSS

GO:0071280

cellular response to copper ion

16254249



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/chr20:33529516/chr20:36627730)
- 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 GSS (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 TTI1 (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)
ENST00000216951GSSchr2033529516-ENST00000373448TTI1chr2036627730-177470799935278
ENST00000216951GSSchr2033529516-ENST00000373447TTI1chr2036627730-177470799935278
ENST00000216951GSSchr2033529516-ENST00000449821TTI1chr2036627730-175970799935278

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
ENST00000216951ENST00000373448GSSchr2033529516-TTI1chr2036627730-0.215658950.7843411
ENST00000216951ENST00000373447GSSchr2033529516-TTI1chr2036627730-0.215658950.7843411
ENST00000216951ENST00000449821GSSchr2033529516-TTI1chr2036627730-0.222434430.77756554

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 GSS-TTI1

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
GSSchr2033529516TTI1chr2036627730707203GIAKAWELYGSPKSWMCWICVWLFFS

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Potential FusionNeoAntigen Information of GSS-TTI1 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.
GSS-TTI1_33529516_36627730.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)
GSS-TTI1chr2033529516chr2036627730707HLA-B57:01GSPKSWMCW0.99440.969918
GSS-TTI1chr2033529516chr2036627730707HLA-B58:02GSPKSWMCW0.98630.9383918
GSS-TTI1chr2033529516chr2036627730707HLA-B58:02ELYGSPKSW0.7190.972615
GSS-TTI1chr2033529516chr2036627730707HLA-A26:15ELYGSPKSW0.71090.7186615
GSS-TTI1chr2033529516chr2036627730707HLA-A26:14ELYGSPKSW0.71090.7186615
GSS-TTI1chr2033529516chr2036627730707HLA-A32:13ELYGSPKSW0.70540.9928615
GSS-TTI1chr2033529516chr2036627730707HLA-B57:01YGSPKSWMCW0.99970.9668818
GSS-TTI1chr2033529516chr2036627730707HLA-B58:02YGSPKSWMCW0.99910.9403818
GSS-TTI1chr2033529516chr2036627730707HLA-B58:01YGSPKSWMCW0.99890.9395818
GSS-TTI1chr2033529516chr2036627730707HLA-B44:03WELYGSPKSW0.98890.9841515
GSS-TTI1chr2033529516chr2036627730707HLA-B44:02WELYGSPKSW0.97440.7065515
GSS-TTI1chr2033529516chr2036627730707HLA-B44:05WELYGSPKSW0.94740.8464515
GSS-TTI1chr2033529516chr2036627730707HLA-A24:17AWELYGSPKSW0.99710.7195415
GSS-TTI1chr2033529516chr2036627730707HLA-A31:08AWELYGSPKSW0.99690.5882415
GSS-TTI1chr2033529516chr2036627730707HLA-A32:13AWELYGSPKSW0.99590.9783415
GSS-TTI1chr2033529516chr2036627730707HLA-A26:01ELYGSPKSW0.71090.7186615
GSS-TTI1chr2033529516chr2036627730707HLA-B44:08ELYGSPKSW0.10150.6947615
GSS-TTI1chr2033529516chr2036627730707HLA-B44:08WELYGSPKSW0.98040.7448515
GSS-TTI1chr2033529516chr2036627730707HLA-B44:09WELYGSPKSW0.91970.8124515
GSS-TTI1chr2033529516chr2036627730707HLA-B44:10WELYGSPKSW0.59290.8419515
GSS-TTI1chr2033529516chr2036627730707HLA-B57:10GSPKSWMCW0.99440.969918
GSS-TTI1chr2033529516chr2036627730707HLA-B58:06GSPKSWMCW0.98360.9023918
GSS-TTI1chr2033529516chr2036627730707HLA-B57:04GSPKSWMCW0.98230.7857918
GSS-TTI1chr2033529516chr2036627730707HLA-A25:01ELYGSPKSW0.95580.9713615
GSS-TTI1chr2033529516chr2036627730707HLA-B57:02GSPKSWMCW0.87790.9329918
GSS-TTI1chr2033529516chr2036627730707HLA-B15:13ELYGSPKSW0.86620.896615
GSS-TTI1chr2033529516chr2036627730707HLA-B15:24ELYGSPKSW0.85560.9799615
GSS-TTI1chr2033529516chr2036627730707HLA-B58:06ELYGSPKSW0.8290.9329615
GSS-TTI1chr2033529516chr2036627730707HLA-A32:01ELYGSPKSW0.6480.9819615
GSS-TTI1chr2033529516chr2036627730707HLA-B53:02ELYGSPKSW0.40170.527615
GSS-TTI1chr2033529516chr2036627730707HLA-C14:02LYGSPKSWM0.07970.9865716
GSS-TTI1chr2033529516chr2036627730707HLA-C14:03LYGSPKSWM0.07970.9865716
GSS-TTI1chr2033529516chr2036627730707HLA-B57:10YGSPKSWMCW0.99970.9668818
GSS-TTI1chr2033529516chr2036627730707HLA-B57:04YGSPKSWMCW0.99880.7863818
GSS-TTI1chr2033529516chr2036627730707HLA-B57:02YGSPKSWMCW0.99030.9404818
GSS-TTI1chr2033529516chr2036627730707HLA-B44:26WELYGSPKSW0.98890.9841515
GSS-TTI1chr2033529516chr2036627730707HLA-B44:07WELYGSPKSW0.98890.9841515
GSS-TTI1chr2033529516chr2036627730707HLA-B44:13WELYGSPKSW0.98890.9841515
GSS-TTI1chr2033529516chr2036627730707HLA-B44:22WELYGSPKSW0.97440.7065515
GSS-TTI1chr2033529516chr2036627730707HLA-B44:21WELYGSPKSW0.95490.623515
GSS-TTI1chr2033529516chr2036627730707HLA-B15:24WELYGSPKSW0.93010.9771515
GSS-TTI1chr2033529516chr2036627730707HLA-B15:13WELYGSPKSW0.85580.8944515
GSS-TTI1chr2033529516chr2036627730707HLA-A32:01AWELYGSPKSW0.9960.9771415
GSS-TTI1chr2033529516chr2036627730707HLA-B15:24AWELYGSPKSW0.99120.9829415

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Potential FusionNeoAntigen Information of GSS-TTI1 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.
GSS-TTI1_33529516_36627730.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)
GSS-TTI1chr2033529516chr2036627730707DRB1-1502IAKAWELYGSPKSWM116
GSS-TTI1chr2033529516chr2036627730707DRB1-1502GIAKAWELYGSPKSW015
GSS-TTI1chr2033529516chr2036627730707DRB1-1502AKAWELYGSPKSWMC217
GSS-TTI1chr2033529516chr2036627730707DRB1-1508IAKAWELYGSPKSWM116
GSS-TTI1chr2033529516chr2036627730707DRB1-1508GIAKAWELYGSPKSW015
GSS-TTI1chr2033529516chr2036627730707DRB1-1508AKAWELYGSPKSWMC217
GSS-TTI1chr2033529516chr2036627730707DRB1-1511IAKAWELYGSPKSWM116
GSS-TTI1chr2033529516chr2036627730707DRB1-1511GIAKAWELYGSPKSW015
GSS-TTI1chr2033529516chr2036627730707DRB1-1511AKAWELYGSPKSWMC217
GSS-TTI1chr2033529516chr2036627730707DRB1-1514IAKAWELYGSPKSWM116
GSS-TTI1chr2033529516chr2036627730707DRB1-1514GIAKAWELYGSPKSW015
GSS-TTI1chr2033529516chr2036627730707DRB1-1514AKAWELYGSPKSWMC217
GSS-TTI1chr2033529516chr2036627730707DRB1-1515IAKAWELYGSPKSWM116
GSS-TTI1chr2033529516chr2036627730707DRB1-1515GIAKAWELYGSPKSW015
GSS-TTI1chr2033529516chr2036627730707DRB1-1519IAKAWELYGSPKSWM116
GSS-TTI1chr2033529516chr2036627730707DRB1-1519GIAKAWELYGSPKSW015
GSS-TTI1chr2033529516chr2036627730707DRB1-1519AKAWELYGSPKSWMC217
GSS-TTI1chr2033529516chr2036627730707DRB1-1526IAKAWELYGSPKSWM116
GSS-TTI1chr2033529516chr2036627730707DRB1-1526GIAKAWELYGSPKSW015
GSS-TTI1chr2033529516chr2036627730707DRB1-1526AKAWELYGSPKSWMC217
GSS-TTI1chr2033529516chr2036627730707DRB1-1530IAKAWELYGSPKSWM116
GSS-TTI1chr2033529516chr2036627730707DRB1-1530GIAKAWELYGSPKSW015
GSS-TTI1chr2033529516chr2036627730707DRB1-1531IAKAWELYGSPKSWM116
GSS-TTI1chr2033529516chr2036627730707DRB1-1531GIAKAWELYGSPKSW015
GSS-TTI1chr2033529516chr2036627730707DRB1-1531AKAWELYGSPKSWMC217
GSS-TTI1chr2033529516chr2036627730707DRB1-1538IAKAWELYGSPKSWM116
GSS-TTI1chr2033529516chr2036627730707DRB1-1538GIAKAWELYGSPKSW015
GSS-TTI1chr2033529516chr2036627730707DRB1-1538AKAWELYGSPKSWMC217
GSS-TTI1chr2033529516chr2036627730707DRB1-1539IAKAWELYGSPKSWM116
GSS-TTI1chr2033529516chr2036627730707DRB1-1539GIAKAWELYGSPKSW015
GSS-TTI1chr2033529516chr2036627730707DRB1-1539AKAWELYGSPKSWMC217
GSS-TTI1chr2033529516chr2036627730707DRB1-1544IAKAWELYGSPKSWM116
GSS-TTI1chr2033529516chr2036627730707DRB1-1544GIAKAWELYGSPKSW015
GSS-TTI1chr2033529516chr2036627730707DRB1-1544AKAWELYGSPKSWMC217
GSS-TTI1chr2033529516chr2036627730707DRB1-1547IAKAWELYGSPKSWM116
GSS-TTI1chr2033529516chr2036627730707DRB1-1547GIAKAWELYGSPKSW015
GSS-TTI1chr2033529516chr2036627730707DRB1-1547AKAWELYGSPKSWMC217

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Fusion breakpoint peptide structures of GSS-TTI1

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
1939ELYGSPKSWMCWICGSSTTI1chr2033529516chr2036627730707

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of GSS-TTI1

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-B14:023BVN1939ELYGSPKSWMCWIC-7.9962-8.1096
HLA-B14:023BVN1939ELYGSPKSWMCWIC-5.70842-6.74372
HLA-B52:013W391939ELYGSPKSWMCWIC-6.83737-6.95077
HLA-B52:013W391939ELYGSPKSWMCWIC-4.4836-5.5189
HLA-A11:014UQ21939ELYGSPKSWMCWIC-10.0067-10.1201
HLA-A11:014UQ21939ELYGSPKSWMCWIC-9.03915-10.0745
HLA-A24:025HGA1939ELYGSPKSWMCWIC-6.56204-6.67544
HLA-A24:025HGA1939ELYGSPKSWMCWIC-5.42271-6.45801
HLA-B44:053DX81939ELYGSPKSWMCWIC-7.85648-8.89178
HLA-B44:053DX81939ELYGSPKSWMCWIC-5.3978-5.5112
HLA-A02:016TDR1939ELYGSPKSWMCWIC-3.37154-4.40684

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Vaccine Design for the FusionNeoAntigens of GSS-TTI1

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
GSS-TTI1chr2033529516chr2036627730415AWELYGSPKSWAGCCTGGGAGCTCTACGGCTCACCCAAGTCTTG
GSS-TTI1chr2033529516chr2036627730515WELYGSPKSWCTGGGAGCTCTACGGCTCACCCAAGTCTTG
GSS-TTI1chr2033529516chr2036627730615ELYGSPKSWGGAGCTCTACGGCTCACCCAAGTCTTG
GSS-TTI1chr2033529516chr2036627730716LYGSPKSWMGCTCTACGGCTCACCCAAGTCTTGGAT
GSS-TTI1chr2033529516chr2036627730818YGSPKSWMCWCTACGGCTCACCCAAGTCTTGGATGTGCTG
GSS-TTI1chr2033529516chr2036627730918GSPKSWMCWCGGCTCACCCAAGTCTTGGATGTGCTG

check button mRNA and peptide sequences of FusionNeoAntigens that have potential interaction with HLA-IIs.
Fusion geneHchrHbpTchrTbpStart in +/-13AAEnd in +/-13AAFusionNeoAntigen peptideFusionNEoAntigen RNA sequence
GSS-TTI1chr2033529516chr2036627730015GIAKAWELYGSPKSWGGGAATTGCCAAAGCCTGGGAGCTCTACGGCTCACCCAAGTCTTG
GSS-TTI1chr2033529516chr2036627730116IAKAWELYGSPKSWMAATTGCCAAAGCCTGGGAGCTCTACGGCTCACCCAAGTCTTGGAT
GSS-TTI1chr2033529516chr2036627730217AKAWELYGSPKSWMCTGCCAAAGCCTGGGAGCTCTACGGCTCACCCAAGTCTTGGATGTG

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Information of the samples that have these potential fusion neoantigens of GSS-TTI1

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
LUADGSS-TTI1chr2033529516ENST00000216951chr2036627730ENST00000373447TCGA-55-8097-01A

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Potential target of CAR-T therapy development for GSS-TTI1

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 GSS-TTI1

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 GSS-TTI1

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