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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:TYK2-SHC2

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: TYK2-SHC2
FusionPDB ID: 95655
FusionGDB2.0 ID: 95655
HgeneTgene
Gene symbol

TYK2

SHC2

Gene ID

7297

25759

Gene nametyrosine kinase 2SHC adaptor protein 2
SynonymsIMD35|JTK1SCK|SHCB|SLI
Cytomap

19p13.2

19p13.3

Type of geneprotein-codingprotein-coding
Descriptionnon-receptor tyrosine-protein kinase TYK2SHC-transforming protein 2SH2 domain protein C2SHC (Src homology 2 domain containing) transforming protein 2SHC-transforming protein Bneuronal Shc adaptor homologprotein Scksrc homology 2 domain-containing-transforming protein C2
Modification date2020032920200313
UniProtAcc..
Ensembl transtripts involved in fusion geneENST idsENST00000264818, ENST00000524462, 
ENST00000525621, ENST00000529370, 
ENST00000529422, 
ENST00000264554, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score13 X 11 X 8=11447 X 4 X 7=196
# samples 157
** MAII scorelog2(15/1144*10)=-2.93105264628251
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(7/196*10)=-1.48542682717024
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: TYK2 [Title/Abstract] AND SHC2 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: TYK2 [Title/Abstract] AND SHC2 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)TYK2(10468440)-SHC2(430747), # samples:3
Anticipated loss of major functional domain due to fusion event.TYK2-SHC2 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.
TYK2-SHC2 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.
TYK2-SHC2 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.
TYK2-SHC2 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


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/chr19:10468440/chr19:430747)
- 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 TYK2 (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 SHC2 (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)
ENST00000264818TYK2chr1910468440-ENST00000264554SHC2chr19430747-38502466031041034
ENST00000524462TYK2chr1910468440-ENST00000264554SHC2chr19430747-34412057382695885
ENST00000525621TYK2chr1910468440-ENST00000264554SHC2chr19430747-4332294848235861034

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
ENST00000264818ENST00000264554TYK2chr1910468440-SHC2chr19430747-0.0084048580.9915951
ENST00000524462ENST00000264554TYK2chr1910468440-SHC2chr19430747-0.018804790.9811952
ENST00000525621ENST00000264554TYK2chr1910468440-SHC2chr19430747-0.0124286370.98757136

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 TYK2-SHC2

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
TYK2chr1910468440SHC2chr194307472057673DGEAPLQSRSPSEGPSPSLRDACSLP
TYK2chr1910468440SHC2chr194307472466822DGEAPLQSRSPSEGPSPSLRDACSLP
TYK2chr1910468440SHC2chr194307472948822DGEAPLQSRSPSEGPSPSLRDACSLP

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Potential FusionNeoAntigen Information of TYK2-SHC2 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.
TYK2-SHC2_10468440_430747.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)
TYK2-SHC2chr1910468440chr194307472466HLA-B47:01SEGPSPSL0.99650.71321119
TYK2-SHC2chr1910468440chr194307472466HLA-B39:13SEGPSPSL0.97250.96431119
TYK2-SHC2chr1910468440chr194307472466HLA-B41:01SEGPSPSL0.96020.87051119
TYK2-SHC2chr1910468440chr194307472466HLA-B35:08SPSEGPSPSL0.95630.8571919
TYK2-SHC2chr1910468440chr194307472466HLA-B35:03SPSEGPSPSL0.95510.8757919
TYK2-SHC2chr1910468440chr194307472466HLA-B35:01SPSEGPSPSL0.9480.8388919
TYK2-SHC2chr1910468440chr194307472466HLA-B35:05SPSEGPSPSL0.89630.567919
TYK2-SHC2chr1910468440chr194307472466HLA-B35:02SPSEGPSPSL0.86230.9652919
TYK2-SHC2chr1910468440chr194307472466HLA-B35:04SPSEGPSPSL0.86230.9652919
TYK2-SHC2chr1910468440chr194307472466HLA-B45:01SEGPSPSLRDA0.99930.82671122
TYK2-SHC2chr1910468440chr194307472466HLA-B41:01SEGPSPSLRDA0.99730.83011122
TYK2-SHC2chr1910468440chr194307472466HLA-B39:08SEGPSPSL0.99410.84271119
TYK2-SHC2chr1910468440chr194307472466HLA-C08:15PSEGPSPSL0.99970.96861019
TYK2-SHC2chr1910468440chr194307472466HLA-B07:12SPSEGPSPSL0.99850.5256919
TYK2-SHC2chr1910468440chr194307472466HLA-C08:15SPSEGPSPSL0.990.9726919
TYK2-SHC2chr1910468440chr194307472466HLA-B39:10SPSEGPSPSL0.91530.9561919
TYK2-SHC2chr1910468440chr194307472466HLA-B73:01SRSPSEGPSP0.90360.7864717
TYK2-SHC2chr1910468440chr194307472466HLA-B35:12SPSEGPSPSL0.86230.9652919
TYK2-SHC2chr1910468440chr194307472466HLA-C01:17RSPSEGPSPSL0.99950.9507819
TYK2-SHC2chr1910468440chr194307472466HLA-C01:30RSPSEGPSPSL0.99890.9448819
TYK2-SHC2chr1910468440chr194307472466HLA-B40:04SEGPSPSL0.99990.72611119
TYK2-SHC2chr1910468440chr194307472466HLA-B39:11SEGPSPSL0.99460.83191119
TYK2-SHC2chr1910468440chr194307472466HLA-B18:11SEGPSPSL0.99330.94071119
TYK2-SHC2chr1910468440chr194307472466HLA-B39:02SEGPSPSL0.96860.96691119
TYK2-SHC2chr1910468440chr194307472466HLA-C08:02PSEGPSPSL0.99970.96861019
TYK2-SHC2chr1910468440chr194307472466HLA-B07:13SPSEGPSPSL0.99960.8638919
TYK2-SHC2chr1910468440chr194307472466HLA-C08:02SPSEGPSPSL0.990.9726919
TYK2-SHC2chr1910468440chr194307472466HLA-B35:13SPSEGPSPSL0.94950.8851919
TYK2-SHC2chr1910468440chr194307472466HLA-B35:77SPSEGPSPSL0.9480.8388919
TYK2-SHC2chr1910468440chr194307472466HLA-B35:23SPSEGPSPSL0.94460.8623919
TYK2-SHC2chr1910468440chr194307472466HLA-B67:01SPSEGPSPSL0.91860.826919
TYK2-SHC2chr1910468440chr194307472466HLA-B35:17SPSEGPSPSL0.90040.7195919
TYK2-SHC2chr1910468440chr194307472466HLA-B35:30SPSEGPSPSL0.90040.7195919
TYK2-SHC2chr1910468440chr194307472466HLA-B35:09SPSEGPSPSL0.86230.9652919
TYK2-SHC2chr1910468440chr194307472466HLA-B35:43SPSEGPSPSL0.84260.8871919
TYK2-SHC2chr1910468440chr194307472466HLA-B35:11SPSEGPSPSL0.8410.8921919
TYK2-SHC2chr1910468440chr194307472466HLA-C01:03RSPSEGPSPSL0.99950.9325819
TYK2-SHC2chr1910468440chr194307472466HLA-C01:02RSPSEGPSPSL0.99940.9486819
TYK2-SHC2chr1910468440chr194307472466HLA-B67:01RSPSEGPSPSL0.99260.8543819
TYK2-SHC2chr1910468440chr194307472466HLA-B67:01SPSEGPSPSLR0.8610.8438920

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Potential FusionNeoAntigen Information of TYK2-SHC2 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.

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)

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Fusion breakpoint peptide structures of TYK2-SHC2

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
7587QSRSPSEGPSPSLRTYK2SHC2chr1910468440chr194307472466

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of TYK2-SHC2

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-B14:023BVN7587QSRSPSEGPSPSLR-7.9962-8.1096
HLA-B14:023BVN7587QSRSPSEGPSPSLR-5.70842-6.74372
HLA-B52:013W397587QSRSPSEGPSPSLR-6.83737-6.95077
HLA-B52:013W397587QSRSPSEGPSPSLR-4.4836-5.5189
HLA-A11:014UQ27587QSRSPSEGPSPSLR-10.0067-10.1201
HLA-A11:014UQ27587QSRSPSEGPSPSLR-9.03915-10.0745
HLA-A24:025HGA7587QSRSPSEGPSPSLR-6.56204-6.67544
HLA-A24:025HGA7587QSRSPSEGPSPSLR-5.42271-6.45801
HLA-B44:053DX87587QSRSPSEGPSPSLR-7.85648-8.89178
HLA-B44:053DX87587QSRSPSEGPSPSLR-5.3978-5.5112
HLA-A02:016TDR7587QSRSPSEGPSPSLR-3.37154-4.40684

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Vaccine Design for the FusionNeoAntigens of TYK2-SHC2

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
TYK2-SHC2chr1910468440chr194307471019PSEGPSPSLCCCTCCGAGGGCCCATCTCCTTCTCTA
TYK2-SHC2chr1910468440chr194307471119SEGPSPSLTCCGAGGGCCCATCTCCTTCTCTA
TYK2-SHC2chr1910468440chr194307471122SEGPSPSLRDATCCGAGGGCCCATCTCCTTCTCTAAGAGATGCC
TYK2-SHC2chr1910468440chr19430747717SRSPSEGPSPAGCCGCAGTCCCTCCGAGGGCCCATCTCCT
TYK2-SHC2chr1910468440chr19430747819RSPSEGPSPSLCGCAGTCCCTCCGAGGGCCCATCTCCTTCTCTA
TYK2-SHC2chr1910468440chr19430747919SPSEGPSPSLAGTCCCTCCGAGGGCCCATCTCCTTCTCTA
TYK2-SHC2chr1910468440chr19430747920SPSEGPSPSLRAGTCCCTCCGAGGGCCCATCTCCTTCTCTAAGA

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

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Information of the samples that have these potential fusion neoantigens of TYK2-SHC2

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
BRCATYK2-SHC2chr1910468440ENST00000264818chr19430747ENST00000264554TCGA-BH-A0BP-01A

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Potential target of CAR-T therapy development for TYK2-SHC2

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 TYK2-SHC2

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 TYK2-SHC2

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