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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:PTK7-DLK2

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: PTK7-DLK2
FusionPDB ID: 70072
FusionGDB2.0 ID: 70072
HgeneTgene
Gene symbol

PTK7

DLK2

Gene ID

5754

65989

Gene nameprotein tyrosine kinase 7 (inactive)delta like non-canonical Notch ligand 2
SynonymsCCK-4|CCK4DLK-2|EGFL9
Cytomap

6p21.1

6p21.1

Type of geneprotein-codingprotein-coding
Descriptioninactive tyrosine-protein kinase 7PTK7 protein tyrosine kinase 7colon carcinoma kinase 4pseudo tyrosine kinase receptor 7tyrosine-protein kinase-like 7protein delta homolog 2EGF-like protein 9EGF-like-domain, multiple 9delta-like 2 homologepidermal growth factor-like protein 9
Modification date2020032220200313
UniProtAcc..
Ensembl transtripts involved in fusion geneENST idsENST00000230419, ENST00000345201, 
ENST00000349241, ENST00000352931, 
ENST00000471863, ENST00000476760, 
ENST00000481273, 
ENST00000357338, 
ENST00000372485, ENST00000372488, 
ENST00000414245, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score15 X 6 X 10=9001 X 1 X 1=1
# samples 141
** MAII scorelog2(14/900*10)=-2.68449817427207
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(1/1*10)=3.32192809488736
Fusion gene context

PubMed: PTK7 [Title/Abstract] AND DLK2 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: PTK7 [Title/Abstract] AND DLK2 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)PTK7(43044305)-DLK2(43422212), # samples:3
Anticipated loss of major functional domain due to fusion event.PTK7-DLK2 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.
PTK7-DLK2 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.
PTK7-DLK2 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.
PTK7-DLK2 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
TgeneDLK2

GO:0045746

negative regulation of Notch signaling pathway

25093684



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/chr6:43044305/chr6:43422212)
- 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 PTK7 (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 DLK2 (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)
ENST00000230419PTK7chr643044305+ENST00000372485DLK2chr643422212-154530081357449
ENST00000230419PTK7chr643044305+ENST00000372488DLK2chr643422212-156330081375455
ENST00000230419PTK7chr643044305+ENST00000414245DLK2chr643422212-154330081357449
ENST00000230419PTK7chr643044305+ENST00000357338DLK2chr643422212-156130081375455
ENST00000349241PTK7chr643044305+ENST00000372485DLK2chr643422212-1471226991283394
ENST00000349241PTK7chr643044305+ENST00000372488DLK2chr643422212-1489226991301400
ENST00000349241PTK7chr643044305+ENST00000414245DLK2chr643422212-1469226991283394
ENST00000349241PTK7chr643044305+ENST00000357338DLK2chr643422212-1487226991301400
ENST00000345201PTK7chr643044305+ENST00000372485DLK2chr643422212-1471226991283394
ENST00000345201PTK7chr643044305+ENST00000372488DLK2chr643422212-1489226991301400
ENST00000345201PTK7chr643044305+ENST00000414245DLK2chr643422212-1469226991283394
ENST00000345201PTK7chr643044305+ENST00000357338DLK2chr643422212-1487226991301400
ENST00000352931PTK7chr643044305+ENST00000372485DLK2chr643422212-1471226991283394
ENST00000352931PTK7chr643044305+ENST00000372488DLK2chr643422212-1489226991301400
ENST00000352931PTK7chr643044305+ENST00000414245DLK2chr643422212-1469226991283394
ENST00000352931PTK7chr643044305+ENST00000357338DLK2chr643422212-1487226991301400
ENST00000476760PTK7chr643044305+ENST00000372485DLK2chr643422212-150626181318436
ENST00000476760PTK7chr643044305+ENST00000372488DLK2chr643422212-152426181336442
ENST00000476760PTK7chr643044305+ENST00000414245DLK2chr643422212-150426181318436
ENST00000476760PTK7chr643044305+ENST00000357338DLK2chr643422212-152226181336442
ENST00000471863PTK7chr643044305+ENST00000372485DLK2chr643422212-14742291021286394
ENST00000471863PTK7chr643044305+ENST00000372488DLK2chr643422212-14922291021304400
ENST00000471863PTK7chr643044305+ENST00000414245DLK2chr643422212-14722291021286394
ENST00000471863PTK7chr643044305+ENST00000357338DLK2chr643422212-14902291021304400

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
ENST00000230419ENST00000372485PTK7chr643044305+DLK2chr643422212-0.201286180.79871374
ENST00000230419ENST00000372488PTK7chr643044305+DLK2chr643422212-0.197300150.8026998
ENST00000230419ENST00000414245PTK7chr643044305+DLK2chr643422212-0.20113360.79886645
ENST00000230419ENST00000357338PTK7chr643044305+DLK2chr643422212-0.197246920.80275315
ENST00000349241ENST00000372485PTK7chr643044305+DLK2chr643422212-0.21257620.78742385
ENST00000349241ENST00000372488PTK7chr643044305+DLK2chr643422212-0.21293850.7870615
ENST00000349241ENST00000414245PTK7chr643044305+DLK2chr643422212-0.212429670.7875703
ENST00000349241ENST00000357338PTK7chr643044305+DLK2chr643422212-0.212895770.7871043
ENST00000345201ENST00000372485PTK7chr643044305+DLK2chr643422212-0.21257620.78742385
ENST00000345201ENST00000372488PTK7chr643044305+DLK2chr643422212-0.21293850.7870615
ENST00000345201ENST00000414245PTK7chr643044305+DLK2chr643422212-0.212429670.7875703
ENST00000345201ENST00000357338PTK7chr643044305+DLK2chr643422212-0.212895770.7871043
ENST00000352931ENST00000372485PTK7chr643044305+DLK2chr643422212-0.21257620.78742385
ENST00000352931ENST00000372488PTK7chr643044305+DLK2chr643422212-0.21293850.7870615
ENST00000352931ENST00000414245PTK7chr643044305+DLK2chr643422212-0.212429670.7875703
ENST00000352931ENST00000357338PTK7chr643044305+DLK2chr643422212-0.212895770.7871043
ENST00000476760ENST00000372485PTK7chr643044305+DLK2chr643422212-0.216559040.78344095
ENST00000476760ENST00000372488PTK7chr643044305+DLK2chr643422212-0.215614940.7843851
ENST00000476760ENST00000414245PTK7chr643044305+DLK2chr643422212-0.216373090.78362685
ENST00000476760ENST00000357338PTK7chr643044305+DLK2chr643422212-0.215381350.7846186
ENST00000471863ENST00000372485PTK7chr643044305+DLK2chr643422212-0.2123680.7876319
ENST00000471863ENST00000372488PTK7chr643044305+DLK2chr643422212-0.211001860.7889982
ENST00000471863ENST00000414245PTK7chr643044305+DLK2chr643422212-0.212291820.78770816
ENST00000471863ENST00000357338PTK7chr643044305+DLK2chr643422212-0.210883130.78911686

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 PTK7-DLK2

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
PTK7chr643044305DLK2chr64342221222630GAARGSPARPRRLPLLSVLLLPLLGA
PTK7chr643044305DLK2chr64342221222930GAARGSPARPRRLPLLSVLLLPLLGA
PTK7chr643044305DLK2chr64342221226172GAARGSPARPRRLPLLSVLLLPLLGA

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Potential FusionNeoAntigen Information of PTK7-DLK2 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.
PTK7-DLK2_43044305_43422212.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)
PTK7-DLK2chr643044305chr643422212226HLA-B27:07RRLPLLSV10.59171018
PTK7-DLK2chr643044305chr643422212226HLA-B27:04RRLPLLSV10.80971018
PTK7-DLK2chr643044305chr643422212226HLA-B07:02RPRRLPLL0.99980.684816
PTK7-DLK2chr643044305chr643422212226HLA-B35:03LPLLSVLL0.98980.89111220
PTK7-DLK2chr643044305chr643422212226HLA-B35:02LPLLSVLL0.96690.95281220
PTK7-DLK2chr643044305chr643422212226HLA-B35:04LPLLSVLL0.96690.95281220
PTK7-DLK2chr643044305chr643422212226HLA-B27:05RRLPLLSVL0.99990.85821019
PTK7-DLK2chr643044305chr643422212226HLA-B27:02RRLPLLSVL0.99990.6441019
PTK7-DLK2chr643044305chr643422212226HLA-B27:07RRLPLLSVL0.99990.56681019
PTK7-DLK2chr643044305chr643422212226HLA-B27:04RRLPLLSVL0.99990.85071019
PTK7-DLK2chr643044305chr643422212226HLA-B39:24RRLPLLSVL0.99760.7281019
PTK7-DLK2chr643044305chr643422212226HLA-B27:07ARPRRLPLL0.99750.5446716
PTK7-DLK2chr643044305chr643422212226HLA-B39:06RRLPLLSVL0.99680.94251019
PTK7-DLK2chr643044305chr643422212226HLA-B39:01RRLPLLSVL0.99440.96581019
PTK7-DLK2chr643044305chr643422212226HLA-B14:01RRLPLLSVL0.98810.95671019
PTK7-DLK2chr643044305chr643422212226HLA-B14:02RRLPLLSVL0.98810.95671019
PTK7-DLK2chr643044305chr643422212226HLA-B38:01RRLPLLSVL0.98580.98551019
PTK7-DLK2chr643044305chr643422212226HLA-B35:03LPLLSVLLL0.98530.85731221
PTK7-DLK2chr643044305chr643422212226HLA-B38:02RRLPLLSVL0.98320.98661019
PTK7-DLK2chr643044305chr643422212226HLA-B14:02ARPRRLPLL0.98110.8899716
PTK7-DLK2chr643044305chr643422212226HLA-B14:01ARPRRLPLL0.98110.8899716
PTK7-DLK2chr643044305chr643422212226HLA-B35:01LPLLSVLLL0.95730.80731221
PTK7-DLK2chr643044305chr643422212226HLA-A02:04RLPLLSVLL0.95230.68831120
PTK7-DLK2chr643044305chr643422212226HLA-A02:17RLPLLSVLL0.95080.64451120
PTK7-DLK2chr643044305chr643422212226HLA-B35:04LPLLSVLLL0.93010.94251221
PTK7-DLK2chr643044305chr643422212226HLA-B35:02LPLLSVLLL0.93010.94251221
PTK7-DLK2chr643044305chr643422212226HLA-B35:05LPLLSVLLL0.92330.50431221
PTK7-DLK2chr643044305chr643422212226HLA-B15:37RRLPLLSVL0.53710.75271019
PTK7-DLK2chr643044305chr643422212226HLA-B07:10RRLPLLSVL0.32680.63591019
PTK7-DLK2chr643044305chr643422212226HLA-B27:05RRLPLLSVLL0.99990.72841020
PTK7-DLK2chr643044305chr643422212226HLA-B27:07RRLPLLSVLL0.99990.52891020
PTK7-DLK2chr643044305chr643422212226HLA-B27:04RRLPLLSVLL0.99990.7791020
PTK7-DLK2chr643044305chr643422212226HLA-B07:02SPARPRRLPL0.99940.6943515
PTK7-DLK2chr643044305chr643422212226HLA-B07:10SPARPRRLPL0.99930.7226515
PTK7-DLK2chr643044305chr643422212226HLA-B07:02RPRRLPLLSV0.99840.7715818
PTK7-DLK2chr643044305chr643422212226HLA-B07:05RPRRLPLLSV0.99840.7107818
PTK7-DLK2chr643044305chr643422212226HLA-B08:09SPARPRRLPL0.94920.5444515
PTK7-DLK2chr643044305chr643422212226HLA-B07:02RPRRLPLLSVL10.7419819
PTK7-DLK2chr643044305chr643422212226HLA-B27:04RRLPLLSVLLL10.71541021
PTK7-DLK2chr643044305chr643422212226HLA-B27:05RRLPLLSVLLL10.62191021
PTK7-DLK2chr643044305chr643422212226HLA-B27:07RRLPLLSVLLL10.52581021
PTK7-DLK2chr643044305chr643422212226HLA-B07:05RPRRLPLLSVL0.99990.6311819
PTK7-DLK2chr643044305chr643422212226HLA-B07:02SPARPRRLPLL0.99990.7397516
PTK7-DLK2chr643044305chr643422212226HLA-B07:05SPARPRRLPLL0.99990.5163516
PTK7-DLK2chr643044305chr643422212226HLA-B07:02GSPARPRRLPL0.98280.7146415
PTK7-DLK2chr643044305chr643422212226HLA-B27:04RPRRLPLLSVL0.98190.7985819
PTK7-DLK2chr643044305chr643422212226HLA-B27:02RPRRLPLLSVL0.97520.5097819
PTK7-DLK2chr643044305chr643422212226HLA-B27:05RPRRLPLLSVL0.97070.7642819
PTK7-DLK2chr643044305chr643422212226HLA-B27:14RRLPLLSV10.79471018
PTK7-DLK2chr643044305chr643422212226HLA-B07:12RPRRLPLL0.99870.8314816
PTK7-DLK2chr643044305chr643422212226HLA-B07:04RPRRLPLL0.9980.6629816
PTK7-DLK2chr643044305chr643422212226HLA-C01:17RLPLLSVL0.98780.96621119
PTK7-DLK2chr643044305chr643422212226HLA-B35:12LPLLSVLL0.96690.95281220
PTK7-DLK2chr643044305chr643422212226HLA-C01:30RLPLLSVL0.93940.97771119
PTK7-DLK2chr643044305chr643422212226HLA-B39:10LPLLSVLL0.85370.96081220
PTK7-DLK2chr643044305chr643422212226HLA-B27:14RRLPLLSVL0.99990.80671019
PTK7-DLK2chr643044305chr643422212226HLA-C07:05RRLPLLSVL0.99940.96061019
PTK7-DLK2chr643044305chr643422212226HLA-C07:95RRLPLLSVL0.99940.76471019
PTK7-DLK2chr643044305chr643422212226HLA-C07:13RRLPLLSVL0.99870.89641019
PTK7-DLK2chr643044305chr643422212226HLA-C07:27RRLPLLSVL0.99840.95111019
PTK7-DLK2chr643044305chr643422212226HLA-C07:29RRLPLLSVL0.99820.95431019
PTK7-DLK2chr643044305chr643422212226HLA-B27:03RRLPLLSVL0.99750.87361019
PTK7-DLK2chr643044305chr643422212226HLA-B39:09RRLPLLSVL0.99520.89231019
PTK7-DLK2chr643044305chr643422212226HLA-B39:12RRLPLLSVL0.99330.96861019
PTK7-DLK2chr643044305chr643422212226HLA-C07:46RRLPLLSVL0.98810.87571019
PTK7-DLK2chr643044305chr643422212226HLA-C07:95ARPRRLPLL0.97670.6945716
PTK7-DLK2chr643044305chr643422212226HLA-C07:05ARPRRLPLL0.97380.9307716
PTK7-DLK2chr643044305chr643422212226HLA-C07:19RRLPLLSVL0.97370.76571019
PTK7-DLK2chr643044305chr643422212226HLA-B51:07LPLLSVLLL0.97050.78821221
PTK7-DLK2chr643044305chr643422212226HLA-C07:10RRLPLLSVL0.96640.95881019
PTK7-DLK2chr643044305chr643422212226HLA-B39:05RRLPLLSVL0.96590.95611019
PTK7-DLK2chr643044305chr643422212226HLA-C07:80RRLPLLSVL0.96490.94821019
PTK7-DLK2chr643044305chr643422212226HLA-C07:67RRLPLLSVL0.96490.94821019
PTK7-DLK2chr643044305chr643422212226HLA-C07:27ARPRRLPLL0.96330.9451716
PTK7-DLK2chr643044305chr643422212226HLA-A02:07RLPLLSVLL0.95570.55341120
PTK7-DLK2chr643044305chr643422212226HLA-B73:01RRLPLLSVL0.95020.84641019
PTK7-DLK2chr643044305chr643422212226HLA-C07:46ARPRRLPLL0.93180.9122716
PTK7-DLK2chr643044305chr643422212226HLA-B35:12LPLLSVLLL0.93010.94251221
PTK7-DLK2chr643044305chr643422212226HLA-C07:29ARPRRLPLL0.92360.9401716
PTK7-DLK2chr643044305chr643422212226HLA-C07:19ARPRRLPLL0.90360.7889716
PTK7-DLK2chr643044305chr643422212226HLA-B42:02LPLLSVLLL0.90260.9171221
PTK7-DLK2chr643044305chr643422212226HLA-C07:13ARPRRLPLL0.90010.9389716
PTK7-DLK2chr643044305chr643422212226HLA-C07:80ARPRRLPLL0.90.9642716
PTK7-DLK2chr643044305chr643422212226HLA-C07:67ARPRRLPLL0.90.9642716
PTK7-DLK2chr643044305chr643422212226HLA-B07:04PARPRRLPL0.89470.5749615
PTK7-DLK2chr643044305chr643422212226HLA-C07:10ARPRRLPLL0.87240.9583716
PTK7-DLK2chr643044305chr643422212226HLA-B42:01LPLLSVLLL0.85510.91261221
PTK7-DLK2chr643044305chr643422212226HLA-B14:03RRLPLLSVL0.72640.9271019
PTK7-DLK2chr643044305chr643422212226HLA-B39:10LPLLSVLLL0.70480.95011221
PTK7-DLK2chr643044305chr643422212226HLA-C01:17RLPLLSVLL0.6170.96191120
PTK7-DLK2chr643044305chr643422212226HLA-C12:16RRLPLLSVL0.3890.9771019
PTK7-DLK2chr643044305chr643422212226HLA-C01:30RLPLLSVLL0.37780.97311120
PTK7-DLK2chr643044305chr643422212226HLA-C12:16ARPRRLPLL0.22090.9656716
PTK7-DLK2chr643044305chr643422212226HLA-B27:14RRLPLLSVLL0.99990.69361020
PTK7-DLK2chr643044305chr643422212226HLA-C07:05RRLPLLSVLL0.99920.95781020
PTK7-DLK2chr643044305chr643422212226HLA-C07:95RRLPLLSVLL0.9990.72451020
PTK7-DLK2chr643044305chr643422212226HLA-B27:03RRLPLLSVLL0.99870.75521020
PTK7-DLK2chr643044305chr643422212226HLA-B07:12SPARPRRLPL0.99660.8068515
PTK7-DLK2chr643044305chr643422212226HLA-B07:12RPRRLPLLSV0.99470.8828818
PTK7-DLK2chr643044305chr643422212226HLA-B07:04SPARPRRLPL0.98730.6063515
PTK7-DLK2chr643044305chr643422212226HLA-B07:04RPRRLPLLSV0.98680.7407818
PTK7-DLK2chr643044305chr643422212226HLA-B42:02RPRRLPLLSV0.95880.6047818
PTK7-DLK2chr643044305chr643422212226HLA-B42:01RPRRLPLLSV0.94640.6016818
PTK7-DLK2chr643044305chr643422212226HLA-B39:10SPARPRRLPL0.66760.8707515
PTK7-DLK2chr643044305chr643422212226HLA-B27:14RRLPLLSVLLL10.62451021
PTK7-DLK2chr643044305chr643422212226HLA-C07:05RRLPLLSVLLL0.99980.95771021
PTK7-DLK2chr643044305chr643422212226HLA-C07:95RRLPLLSVLLL0.99970.70911021
PTK7-DLK2chr643044305chr643422212226HLA-B07:12RPRRLPLLSVL0.99970.8784819
PTK7-DLK2chr643044305chr643422212226HLA-B27:03RRLPLLSVLLL0.99970.65771021
PTK7-DLK2chr643044305chr643422212226HLA-B07:12SPARPRRLPLL0.9990.8353516
PTK7-DLK2chr643044305chr643422212226HLA-B07:04SPARPRRLPLL0.99230.6619516
PTK7-DLK2chr643044305chr643422212226HLA-B07:04RPRRLPLLSVL0.98050.7312819
PTK7-DLK2chr643044305chr643422212226HLA-B07:04GSPARPRRLPL0.97980.6589415
PTK7-DLK2chr643044305chr643422212226HLA-B27:14RPRRLPLLSVL0.97250.7217819
PTK7-DLK2chr643044305chr643422212226HLA-B42:01RPRRLPLLSVL0.96610.6821819
PTK7-DLK2chr643044305chr643422212226HLA-B42:02RPRRLPLLSVL0.96490.6801819
PTK7-DLK2chr643044305chr643422212226HLA-B27:03RPRRLPLLSVL0.51370.7814819
PTK7-DLK2chr643044305chr643422212226HLA-B27:08RRLPLLSV10.80751018
PTK7-DLK2chr643044305chr643422212226HLA-B27:10RRLPLLSV10.88211018
PTK7-DLK2chr643044305chr643422212226HLA-B27:09RRLPLLSV10.81311018
PTK7-DLK2chr643044305chr643422212226HLA-B27:06RRLPLLSV10.79191018
PTK7-DLK2chr643044305chr643422212226HLA-B07:22RPRRLPLL0.99980.684816
PTK7-DLK2chr643044305chr643422212226HLA-B07:09RPRRLPLL0.99980.6806816
PTK7-DLK2chr643044305chr643422212226HLA-B78:02LPLLSVLL0.99890.63221220
PTK7-DLK2chr643044305chr643422212226HLA-C01:02RLPLLSVL0.99050.96591119
PTK7-DLK2chr643044305chr643422212226HLA-C01:03RLPLLSVL0.98730.93311119
PTK7-DLK2chr643044305chr643422212226HLA-B35:09LPLLSVLL0.96690.95281220
PTK7-DLK2chr643044305chr643422212226HLA-B67:01LPLLSVLL0.92580.89721220
PTK7-DLK2chr643044305chr643422212226HLA-B07:26RPRRLPLL0.84090.5449816
PTK7-DLK2chr643044305chr643422212226HLA-B27:10RRLPLLSVL0.99990.90731019
PTK7-DLK2chr643044305chr643422212226HLA-B27:09RRLPLLSVL0.99990.8331019
PTK7-DLK2chr643044305chr643422212226HLA-B27:06RRLPLLSVL0.99990.83121019
PTK7-DLK2chr643044305chr643422212226HLA-B27:08RRLPLLSVL0.99990.7971019
PTK7-DLK2chr643044305chr643422212226HLA-C07:01RRLPLLSVL0.99960.70781019
PTK7-DLK2chr643044305chr643422212226HLA-B27:06ARPRRLPLL0.99890.8338716
PTK7-DLK2chr643044305chr643422212226HLA-C07:17RRLPLLSVL0.99720.97411019
PTK7-DLK2chr643044305chr643422212226HLA-B27:09ARPRRLPLL0.99670.8058716
PTK7-DLK2chr643044305chr643422212226HLA-B39:02RRLPLLSVL0.99450.97421019
PTK7-DLK2chr643044305chr643422212226HLA-B39:31RRLPLLSVL0.99430.96691019
PTK7-DLK2chr643044305chr643422212226HLA-C06:08RRLPLLSVL0.9890.99311019
PTK7-DLK2chr643044305chr643422212226HLA-B38:05RRLPLLSVL0.98580.98551019
PTK7-DLK2chr643044305chr643422212226HLA-B35:13LPLLSVLLL0.98390.86821221
PTK7-DLK2chr643044305chr643422212226HLA-C07:04RRLPLLSVL0.98260.88151019
PTK7-DLK2chr643044305chr643422212226HLA-C07:01ARPRRLPLL0.98070.6719716
PTK7-DLK2chr643044305chr643422212226HLA-B78:02LPLLSVLLL0.97690.63931221
PTK7-DLK2chr643044305chr643422212226HLA-C07:22RRLPLLSVL0.97650.81991019
PTK7-DLK2chr643044305chr643422212226HLA-C07:02RRLPLLSVL0.96490.94821019
PTK7-DLK2chr643044305chr643422212226HLA-B35:77LPLLSVLLL0.95730.80731221
PTK7-DLK2chr643044305chr643422212226HLA-B35:23LPLLSVLLL0.9560.81441221
PTK7-DLK2chr643044305chr643422212226HLA-B35:30LPLLSVLLL0.93390.65171221
PTK7-DLK2chr643044305chr643422212226HLA-B35:17LPLLSVLLL0.93390.65171221
PTK7-DLK2chr643044305chr643422212226HLA-C07:17ARPRRLPLL0.93030.9679716
PTK7-DLK2chr643044305chr643422212226HLA-B35:09LPLLSVLLL0.93010.94251221
PTK7-DLK2chr643044305chr643422212226HLA-B35:24LPLLSVLLL0.91930.79891221
PTK7-DLK2chr643044305chr643422212226HLA-C07:02ARPRRLPLL0.90.9642716
PTK7-DLK2chr643044305chr643422212226HLA-C06:08ARPRRLPLL0.87350.9945716
PTK7-DLK2chr643044305chr643422212226HLA-C07:22ARPRRLPLL0.84190.7434716
PTK7-DLK2chr643044305chr643422212226HLA-B67:01LPLLSVLLL0.74970.89041221
PTK7-DLK2chr643044305chr643422212226HLA-C07:04ARPRRLPLL0.68270.9465716
PTK7-DLK2chr643044305chr643422212226HLA-C01:03RLPLLSVLL0.66750.94931120
PTK7-DLK2chr643044305chr643422212226HLA-C06:06RRLPLLSVL0.6670.99571019
PTK7-DLK2chr643044305chr643422212226HLA-C03:67RRLPLLSVL0.66460.96761019
PTK7-DLK2chr643044305chr643422212226HLA-C01:02RLPLLSVLL0.63980.96131120
PTK7-DLK2chr643044305chr643422212226HLA-C06:17RRLPLLSVL0.53410.99741019
PTK7-DLK2chr643044305chr643422212226HLA-C06:02RRLPLLSVL0.53410.99741019
PTK7-DLK2chr643044305chr643422212226HLA-B15:68RRLPLLSVL0.52380.69831019
PTK7-DLK2chr643044305chr643422212226HLA-B07:26RPRRLPLLS0.40280.5618817
PTK7-DLK2chr643044305chr643422212226HLA-C06:06ARPRRLPLL0.380.9933716
PTK7-DLK2chr643044305chr643422212226HLA-C06:17ARPRRLPLL0.21520.9944716
PTK7-DLK2chr643044305chr643422212226HLA-C06:02ARPRRLPLL0.21520.9944716
PTK7-DLK2chr643044305chr643422212226HLA-B27:10RRLPLLSVLL0.99990.86191020
PTK7-DLK2chr643044305chr643422212226HLA-B27:06RRLPLLSVLL0.99990.78111020
PTK7-DLK2chr643044305chr643422212226HLA-B27:08RRLPLLSVLL0.99990.62631020
PTK7-DLK2chr643044305chr643422212226HLA-B27:09RRLPLLSVLL0.99980.69081020
PTK7-DLK2chr643044305chr643422212226HLA-B07:22SPARPRRLPL0.99940.6943515
PTK7-DLK2chr643044305chr643422212226HLA-B07:09SPARPRRLPL0.99930.6572515
PTK7-DLK2chr643044305chr643422212226HLA-C07:01RRLPLLSVLL0.99920.67131020
PTK7-DLK2chr643044305chr643422212226HLA-B07:22RPRRLPLLSV0.99840.7715818
PTK7-DLK2chr643044305chr643422212226HLA-B07:09RPRRLPLLSV0.9980.7602818
PTK7-DLK2chr643044305chr643422212226HLA-C07:22RRLPLLSVLL0.99480.78731020
PTK7-DLK2chr643044305chr643422212226HLA-B08:12SPARPRRLPL0.9140.5712515
PTK7-DLK2chr643044305chr643422212226HLA-B07:26SPARPRRLPL0.83210.5163515
PTK7-DLK2chr643044305chr643422212226HLA-B07:26RPRRLPLLSV0.82830.57818
PTK7-DLK2chr643044305chr643422212226HLA-B67:01SPARPRRLPL0.60350.7648515
PTK7-DLK2chr643044305chr643422212226HLA-B27:08RRLPLLSVLLL10.50941021
PTK7-DLK2chr643044305chr643422212226HLA-B27:06RRLPLLSVLLL10.72461021
PTK7-DLK2chr643044305chr643422212226HLA-B27:10RRLPLLSVLLL10.79481021
PTK7-DLK2chr643044305chr643422212226HLA-B07:22RPRRLPLLSVL10.7419819
PTK7-DLK2chr643044305chr643422212226HLA-B07:09RPRRLPLLSVL0.99990.7281819
PTK7-DLK2chr643044305chr643422212226HLA-B27:09RRLPLLSVLLL0.99990.60911021
PTK7-DLK2chr643044305chr643422212226HLA-B07:22SPARPRRLPLL0.99990.7397516
PTK7-DLK2chr643044305chr643422212226HLA-B07:09SPARPRRLPLL0.99990.7236516
PTK7-DLK2chr643044305chr643422212226HLA-C07:01RRLPLLSVLLL0.99980.66261021
PTK7-DLK2chr643044305chr643422212226HLA-B27:10RPRRLPLLSVL0.98290.8927819
PTK7-DLK2chr643044305chr643422212226HLA-B07:22GSPARPRRLPL0.98280.7146415
PTK7-DLK2chr643044305chr643422212226HLA-B27:08RPRRLPLLSVL0.96850.6567819
PTK7-DLK2chr643044305chr643422212226HLA-B27:06RPRRLPLLSVL0.96180.8192819
PTK7-DLK2chr643044305chr643422212226HLA-B07:26SPARPRRLPLL0.95340.5168516
PTK7-DLK2chr643044305chr643422212226HLA-B27:09RPRRLPLLSVL0.92460.7284819
PTK7-DLK2chr643044305chr643422212226HLA-B07:26RPRRLPLLSVL0.89940.5657819
PTK7-DLK2chr643044305chr643422212226HLA-B67:01RPRRLPLLSVL0.6510.7991819

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Potential FusionNeoAntigen Information of PTK7-DLK2 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 PTK7-DLK2

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
6505PARPRRLPLLSVLLPTK7DLK2chr643044305chr643422212226

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of PTK7-DLK2

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-B14:023BVN6505PARPRRLPLLSVLL-7.15543-7.26883
HLA-B14:023BVN6505PARPRRLPLLSVLL-4.77435-5.80965
HLA-B52:013W396505PARPRRLPLLSVLL-6.80875-6.92215
HLA-B52:013W396505PARPRRLPLLSVLL-4.20386-5.23916
HLA-A11:014UQ26505PARPRRLPLLSVLL-7.5194-8.5547
HLA-A11:014UQ26505PARPRRLPLLSVLL-6.9601-7.0735
HLA-A24:025HGA6505PARPRRLPLLSVLL-7.52403-7.63743
HLA-A24:025HGA6505PARPRRLPLLSVLL-5.82433-6.85963
HLA-B27:056PYJ6505PARPRRLPLLSVLL-3.28285-4.31815
HLA-B44:053DX86505PARPRRLPLLSVLL-5.91172-6.94702
HLA-B44:053DX86505PARPRRLPLLSVLL-4.24346-4.35686

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Vaccine Design for the FusionNeoAntigens of PTK7-DLK2

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
PTK7-DLK2chr643044305chr6434222121018RRLPLLSVTGCTGGGCGCCGATGACTGCAGCT
PTK7-DLK2chr643044305chr6434222121019RRLPLLSVLTGCTGGGCGCCGATGACTGCAGCTCCC
PTK7-DLK2chr643044305chr6434222121020RRLPLLSVLLTGCTGGGCGCCGATGACTGCAGCTCCCACT
PTK7-DLK2chr643044305chr6434222121021RRLPLLSVLLLTGCTGGGCGCCGATGACTGCAGCTCCCACTGTG
PTK7-DLK2chr643044305chr6434222121119RLPLLSVLTGGGCGCCGATGACTGCAGCTCCC
PTK7-DLK2chr643044305chr6434222121120RLPLLSVLLTGGGCGCCGATGACTGCAGCTCCCACT
PTK7-DLK2chr643044305chr6434222121220LPLLSVLLGCGCCGATGACTGCAGCTCCCACT
PTK7-DLK2chr643044305chr6434222121221LPLLSVLLLGCGCCGATGACTGCAGCTCCCACTGTG
PTK7-DLK2chr643044305chr643422212415GSPARPRRLPLGCGTCCTGCTGCTGCCGCTGCTGGGCGCCGATG
PTK7-DLK2chr643044305chr643422212515SPARPRRLPLTCCTGCTGCTGCCGCTGCTGGGCGCCGATG
PTK7-DLK2chr643044305chr643422212516SPARPRRLPLLTCCTGCTGCTGCCGCTGCTGGGCGCCGATGACT
PTK7-DLK2chr643044305chr643422212615PARPRRLPLTGCTGCTGCCGCTGCTGGGCGCCGATG
PTK7-DLK2chr643044305chr643422212716ARPRRLPLLTGCTGCCGCTGCTGGGCGCCGATGACT
PTK7-DLK2chr643044305chr643422212816RPRRLPLLTGCCGCTGCTGGGCGCCGATGACT
PTK7-DLK2chr643044305chr643422212817RPRRLPLLSTGCCGCTGCTGGGCGCCGATGACTGCA
PTK7-DLK2chr643044305chr643422212818RPRRLPLLSVTGCCGCTGCTGGGCGCCGATGACTGCAGCT
PTK7-DLK2chr643044305chr643422212819RPRRLPLLSVLTGCCGCTGCTGGGCGCCGATGACTGCAGCTCCC

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 PTK7-DLK2

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
LUADPTK7-DLK2chr643044305ENST00000345201chr643422212ENST00000357338TCGA-05-4420-01A

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Potential target of CAR-T therapy development for PTK7-DLK2

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
TgeneDLK2chr6:43044305chr6:43422212ENST0000035733816307_3270384.0TransmembraneHelical
TgeneDLK2chr6:43044305chr6:43422212ENST0000037248816307_3270384.0TransmembraneHelical

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 PTK7-DLK2

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 PTK7-DLK2

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