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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:DDR1-PAK1

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: DDR1-PAK1
FusionPDB ID: 21845
FusionGDB2.0 ID: 21845
HgeneTgene
Gene symbol

DDR1

PAK1

Gene ID

780

5585

Gene namediscoidin domain receptor tyrosine kinase 1protein kinase N1
SynonymsCAK|CD167|DDR|EDDR1|HGK2|MCK10|NEP|NTRK4|PTK3|PTK3A|RTK6|TRKEDBK|PAK-1|PAK1|PKN|PKN-ALPHA|PRK1|PRKCL1
Cytomap

6p21.33

19p13.12

Type of geneprotein-codingprotein-coding
Descriptionepithelial discoidin domain-containing receptor 1CD167 antigen-like family member APTK3A protein tyrosine kinase 3Acell adhesion kinasemammary carcinoma kinase 10neuroepithelial tyrosine kinaseneurotrophic tyrosine kinase, receptor, type 4protein-tserine/threonine-protein kinase N1protease-activated kinase 1protein kinase C-like 1protein kinase C-like PKNprotein kinase C-related kinase 1protein kinase PKN-alphaserine-threonine kinase Nserine/threonine protein kinase N
Modification date2020032920200329
UniProtAcc

Q08345

Main function of 5'-partner protein: FUNCTION: Tyrosine kinase that functions as cell surface receptor for fibrillar collagen and regulates cell attachment to the extracellular matrix, remodeling of the extracellular matrix, cell migration, differentiation, survival and cell proliferation. Collagen binding triggers a signaling pathway that involves SRC and leads to the activation of MAP kinases. Regulates remodeling of the extracellular matrix by up-regulation of the matrix metalloproteinases MMP2, MMP7 and MMP9, and thereby facilitates cell migration and wound healing. Required for normal blastocyst implantation during pregnancy, for normal mammary gland differentiation and normal lactation. Required for normal ear morphology and normal hearing (By similarity). Promotes smooth muscle cell migration, and thereby contributes to arterial wound healing. Also plays a role in tumor cell invasion. Phosphorylates PTPN11. {ECO:0000250, ECO:0000269|PubMed:12065315, ECO:0000269|PubMed:16234985, ECO:0000269|PubMed:16337946, ECO:0000269|PubMed:19401332, ECO:0000269|PubMed:20093046, ECO:0000269|PubMed:20432435, ECO:0000269|PubMed:20884741, ECO:0000269|PubMed:21044884, ECO:0000269|PubMed:9659899}.
.
Ensembl transtripts involved in fusion geneENST idsENST00000446312, ENST00000324771, 
ENST00000361741, ENST00000376567, 
ENST00000376568, ENST00000376569, 
ENST00000376570, ENST00000376575, 
ENST00000418800, ENST00000452441, 
ENST00000454612, ENST00000508312, 
ENST00000513240, ENST00000259875, 
ENST00000383377, ENST00000400410, 
ENST00000400411, ENST00000400414, 
ENST00000400486, ENST00000400488, 
ENST00000400489, ENST00000400491, 
ENST00000400492, ENST00000412329, 
ENST00000415092, ENST00000419412, 
ENST00000421229, ENST00000422628, 
ENST00000427053, ENST00000429699, 
ENST00000430933, ENST00000434428, 
ENST00000449518, ENST00000453510, 
ENST00000454774, ENST00000462241, 
ENST00000468225, ENST00000483193, 
ENST00000487780, ENST00000488414, 
ENST00000490712, ENST00000508472, 
ENST00000548133, ENST00000548693, 
ENST00000548962, ENST00000549026, 
ENST00000550384, ENST00000550395, 
ENST00000550666, ENST00000552068, 
ENST00000552434, ENST00000552721, 
ENST00000553015, 
ENST00000278568, 
ENST00000356341, ENST00000528203, 
ENST00000530617, ENST00000525542, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score6 X 6 X 4=14422 X 17 X 10=3740
# samples 626
** MAII scorelog2(6/144*10)=-1.26303440583379
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(26/3740*10)=-3.84645474174655
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: DDR1 [Title/Abstract] AND PAK1 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: DDR1 [Title/Abstract] AND PAK1 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)DDR1(30861200)-PAK1(77070062), # samples:3
Anticipated loss of major functional domain due to fusion event.DDR1-PAK1 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.
DDR1-PAK1 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.
DDR1-PAK1 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.
DDR1-PAK1 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
HgeneDDR1

GO:0038063

collagen-activated tyrosine kinase receptor signaling pathway

9659899|21044884

HgeneDDR1

GO:0038083

peptidyl-tyrosine autophosphorylation

21044884

HgeneDDR1

GO:0046777

protein autophosphorylation

9659899

TgenePAK1

GO:0006357

regulation of transcription by RNA polymerase II

12514133

TgenePAK1

GO:0006468

protein phosphorylation

17332740

TgenePAK1

GO:0035407

histone H3-T11 phosphorylation

18066052



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/chr6:30861200/chr11:77070062)
- 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 DDR1 (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 PAK1 (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)
ENST00000324771DDR1chr630861200+ENST00000356341PAK1chr1177070062-462318955483055835
ENST00000324771DDR1chr630861200+ENST00000530617PAK1chr1177070062-410718955482986812
ENST00000324771DDR1chr630861200+ENST00000278568PAK1chr1177070062-343118955483079843
ENST00000324771DDR1chr630861200+ENST00000528203PAK1chr1177070062-335518955483079843
ENST00000418800DDR1chr630861200+ENST00000356341PAK1chr1177070062-448817603532920855
ENST00000418800DDR1chr630861200+ENST00000530617PAK1chr1177070062-397217603532851832
ENST00000418800DDR1chr630861200+ENST00000278568PAK1chr1177070062-329617603532944863
ENST00000418800DDR1chr630861200+ENST00000528203PAK1chr1177070062-322017603532944863
ENST00000454612DDR1chr630861200+ENST00000356341PAK1chr1177070062-452617984512958835
ENST00000454612DDR1chr630861200+ENST00000530617PAK1chr1177070062-401017984512889812
ENST00000454612DDR1chr630861200+ENST00000278568PAK1chr1177070062-333417984512982843
ENST00000454612DDR1chr630861200+ENST00000528203PAK1chr1177070062-325817984512982843
ENST00000376569DDR1chr630861200+ENST00000356341PAK1chr1177070062-436716392922799835
ENST00000376569DDR1chr630861200+ENST00000530617PAK1chr1177070062-385116392922730812
ENST00000376569DDR1chr630861200+ENST00000278568PAK1chr1177070062-317516392922823843
ENST00000376569DDR1chr630861200+ENST00000528203PAK1chr1177070062-309916392922823843
ENST00000376575DDR1chr630861200+ENST00000356341PAK1chr1177070062-440816803332840835
ENST00000376575DDR1chr630861200+ENST00000530617PAK1chr1177070062-389216803332771812
ENST00000376575DDR1chr630861200+ENST00000278568PAK1chr1177070062-321616803332864843
ENST00000376575DDR1chr630861200+ENST00000528203PAK1chr1177070062-314016803332864843
ENST00000376570DDR1chr630861200+ENST00000356341PAK1chr1177070062-440816803332840835
ENST00000376570DDR1chr630861200+ENST00000530617PAK1chr1177070062-389216803332771812
ENST00000376570DDR1chr630861200+ENST00000278568PAK1chr1177070062-321616803332864843
ENST00000376570DDR1chr630861200+ENST00000528203PAK1chr1177070062-314016803332864843
ENST00000376568DDR1chr630861200+ENST00000356341PAK1chr1177070062-437016422952802835
ENST00000376568DDR1chr630861200+ENST00000530617PAK1chr1177070062-385416422952733812
ENST00000376568DDR1chr630861200+ENST00000278568PAK1chr1177070062-317816422952826843
ENST00000376568DDR1chr630861200+ENST00000528203PAK1chr1177070062-310216422952826843
ENST00000452441DDR1chr630861200+ENST00000356341PAK1chr1177070062-433416062592766835
ENST00000452441DDR1chr630861200+ENST00000530617PAK1chr1177070062-381816062592697812
ENST00000452441DDR1chr630861200+ENST00000278568PAK1chr1177070062-314216062592790843
ENST00000452441DDR1chr630861200+ENST00000528203PAK1chr1177070062-306616062592790843
ENST00000508312DDR1chr630861200+ENST00000356341PAK1chr1177070062-438116532522813853
ENST00000508312DDR1chr630861200+ENST00000530617PAK1chr1177070062-386516532522744830
ENST00000508312DDR1chr630861200+ENST00000278568PAK1chr1177070062-318916532522837861
ENST00000508312DDR1chr630861200+ENST00000528203PAK1chr1177070062-311316532522837861
ENST00000376567DDR1chr630861200+ENST00000356341PAK1chr1177070062-441616882932848851
ENST00000376567DDR1chr630861200+ENST00000530617PAK1chr1177070062-390016882932779828
ENST00000376567DDR1chr630861200+ENST00000278568PAK1chr1177070062-322416882932872859
ENST00000376567DDR1chr630861200+ENST00000528203PAK1chr1177070062-314816882932872859
ENST00000513240DDR1chr630861200+ENST00000356341PAK1chr1177070062-4075134702507835
ENST00000513240DDR1chr630861200+ENST00000530617PAK1chr1177070062-3559134702438812
ENST00000513240DDR1chr630861200+ENST00000278568PAK1chr1177070062-2883134702531843
ENST00000513240DDR1chr630861200+ENST00000528203PAK1chr1177070062-2807134702531843
ENST00000361741DDR1chr630861200+ENST00000356341PAK1chr1177070062-3463735541895613
ENST00000361741DDR1chr630861200+ENST00000530617PAK1chr1177070062-2947735541826590
ENST00000361741DDR1chr630861200+ENST00000278568PAK1chr1177070062-2271735541919621
ENST00000361741DDR1chr630861200+ENST00000528203PAK1chr1177070062-2195735541919621

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
ENST00000324771ENST00000356341DDR1chr630861200+PAK1chr1177070062-0.003546350.99645364
ENST00000324771ENST00000530617DDR1chr630861200+PAK1chr1177070062-0.0045075070.99549246
ENST00000324771ENST00000278568DDR1chr630861200+PAK1chr1177070062-0.0058601020.9941399
ENST00000324771ENST00000528203DDR1chr630861200+PAK1chr1177070062-0.0072876220.9927124
ENST00000418800ENST00000356341DDR1chr630861200+PAK1chr1177070062-0.0029306010.9970694
ENST00000418800ENST00000530617DDR1chr630861200+PAK1chr1177070062-0.0038448810.9961551
ENST00000418800ENST00000278568DDR1chr630861200+PAK1chr1177070062-0.0047496020.99525034
ENST00000418800ENST00000528203DDR1chr630861200+PAK1chr1177070062-0.0059312350.99406874
ENST00000454612ENST00000356341DDR1chr630861200+PAK1chr1177070062-0.0031715750.9968284
ENST00000454612ENST00000530617DDR1chr630861200+PAK1chr1177070062-0.0040404260.9959596
ENST00000454612ENST00000278568DDR1chr630861200+PAK1chr1177070062-0.0051019790.994898
ENST00000454612ENST00000528203DDR1chr630861200+PAK1chr1177070062-0.0063667590.9936333
ENST00000376569ENST00000356341DDR1chr630861200+PAK1chr1177070062-0.0032386190.9967614
ENST00000376569ENST00000530617DDR1chr630861200+PAK1chr1177070062-0.004177760.9958222
ENST00000376569ENST00000278568DDR1chr630861200+PAK1chr1177070062-0.0055365430.9944635
ENST00000376569ENST00000528203DDR1chr630861200+PAK1chr1177070062-0.0070012350.9929987
ENST00000376575ENST00000356341DDR1chr630861200+PAK1chr1177070062-0.0033642950.99663574
ENST00000376575ENST00000530617DDR1chr630861200+PAK1chr1177070062-0.0043037850.9956962
ENST00000376575ENST00000278568DDR1chr630861200+PAK1chr1177070062-0.0056654230.9943346
ENST00000376575ENST00000528203DDR1chr630861200+PAK1chr1177070062-0.0071459890.99285406
ENST00000376570ENST00000356341DDR1chr630861200+PAK1chr1177070062-0.0033642950.99663574
ENST00000376570ENST00000530617DDR1chr630861200+PAK1chr1177070062-0.0043037850.9956962
ENST00000376570ENST00000278568DDR1chr630861200+PAK1chr1177070062-0.0056654230.9943346
ENST00000376570ENST00000528203DDR1chr630861200+PAK1chr1177070062-0.0071459890.99285406
ENST00000376568ENST00000356341DDR1chr630861200+PAK1chr1177070062-0.0033191030.9966809
ENST00000376568ENST00000530617DDR1chr630861200+PAK1chr1177070062-0.0042451350.99575484
ENST00000376568ENST00000278568DDR1chr630861200+PAK1chr1177070062-0.0056603560.99433964
ENST00000376568ENST00000528203DDR1chr630861200+PAK1chr1177070062-0.0071598120.9928402
ENST00000452441ENST00000356341DDR1chr630861200+PAK1chr1177070062-0.0033791460.9966209
ENST00000452441ENST00000530617DDR1chr630861200+PAK1chr1177070062-0.0043422270.9956578
ENST00000452441ENST00000278568DDR1chr630861200+PAK1chr1177070062-0.0057655580.9942345
ENST00000452441ENST00000528203DDR1chr630861200+PAK1chr1177070062-0.0072865180.9927135
ENST00000508312ENST00000356341DDR1chr630861200+PAK1chr1177070062-0.0033682880.9966317
ENST00000508312ENST00000530617DDR1chr630861200+PAK1chr1177070062-0.0043322840.9956677
ENST00000508312ENST00000278568DDR1chr630861200+PAK1chr1177070062-0.0056994350.9943006
ENST00000508312ENST00000528203DDR1chr630861200+PAK1chr1177070062-0.0071693710.9928307
ENST00000376567ENST00000356341DDR1chr630861200+PAK1chr1177070062-0.0020357170.99796426
ENST00000376567ENST00000530617DDR1chr630861200+PAK1chr1177070062-0.0026281570.9973718
ENST00000376567ENST00000278568DDR1chr630861200+PAK1chr1177070062-0.0033252240.9966748
ENST00000376567ENST00000528203DDR1chr630861200+PAK1chr1177070062-0.0041578550.99584216
ENST00000513240ENST00000356341DDR1chr630861200+PAK1chr1177070062-0.0028958390.9971041
ENST00000513240ENST00000530617DDR1chr630861200+PAK1chr1177070062-0.003799670.99620026
ENST00000513240ENST00000278568DDR1chr630861200+PAK1chr1177070062-0.0051999050.9948001
ENST00000513240ENST00000528203DDR1chr630861200+PAK1chr1177070062-0.0067056190.9932943
ENST00000361741ENST00000356341DDR1chr630861200+PAK1chr1177070062-0.004252380.9957476
ENST00000361741ENST00000530617DDR1chr630861200+PAK1chr1177070062-0.005069430.99493057
ENST00000361741ENST00000278568DDR1chr630861200+PAK1chr1177070062-0.0090538350.9909462
ENST00000361741ENST00000528203DDR1chr630861200+PAK1chr1177070062-0.0115640520.988436

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 DDR1-PAK1

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
DDR1chr630861200PAK1chr11770700621347449MLWRLHWRRLLSKNVKAVSETPAVPP
DDR1chr630861200PAK1chr11770700621606449MLWRLHWRRLLSKNVKAVSETPAVPP
DDR1chr630861200PAK1chr11770700621639449MLWRLHWRRLLSKNVKAVSETPAVPP
DDR1chr630861200PAK1chr11770700621642449MLWRLHWRRLLSKNVKAVSETPAVPP
DDR1chr630861200PAK1chr11770700621653467MLWRLHWRRLLSKNVKAVSETPAVPP
DDR1chr630861200PAK1chr11770700621680449MLWRLHWRRLLSKNVKAVSETPAVPP
DDR1chr630861200PAK1chr11770700621688465MLWRLHWRRLLSKNVKAVSETPAVPP
DDR1chr630861200PAK1chr11770700621760469MLWRLHWRRLLSKNVKAVSETPAVPP
DDR1chr630861200PAK1chr11770700621798449MLWRLHWRRLLSKNVKAVSETPAVPP
DDR1chr630861200PAK1chr11770700621895449MLWRLHWRRLLSKNVKAVSETPAVPP
DDR1chr630861200PAK1chr1177070062735227MLWRLHWRRLLSKNVKAVSETPAVPP

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Potential FusionNeoAntigen Information of DDR1-PAK1 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.
DDR1-PAK1_30861200_77070062.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)
DDR1-PAK1chr630861200chr11770700621895HLA-B27:05RRLLSKNVK0.9990.8653716
DDR1-PAK1chr630861200chr11770700621895HLA-A02:13LLSKNVKAV0.99140.5348918
DDR1-PAK1chr630861200chr11770700621895HLA-A02:11RLLSKNVKA0.98160.5452817
DDR1-PAK1chr630861200chr11770700621895HLA-A02:13RLLSKNVKA0.95080.5775817
DDR1-PAK1chr630861200chr11770700621895HLA-A02:29RLLSKNVKA0.8440.5038817
DDR1-PAK1chr630861200chr11770700621895HLA-A02:20RLLSKNVKA0.80280.5049817
DDR1-PAK1chr630861200chr11770700621895HLA-A02:13RLLSKNVKAV0.98830.6092818
DDR1-PAK1chr630861200chr11770700621895HLA-A02:27RLLSKNVKAV0.98220.5233818
DDR1-PAK1chr630861200chr11770700621895HLA-B27:14RRLLSKNVK0.99860.7798716
DDR1-PAK1chr630861200chr11770700621895HLA-B27:03RRLLSKNVK0.95720.8882716
DDR1-PAK1chr630861200chr11770700621895HLA-B27:14RRLLSKNVKA0.99980.8201717
DDR1-PAK1chr630861200chr11770700621895HLA-B27:10RRLLSKNVK0.99850.7799716
DDR1-PAK1chr630861200chr11770700621895HLA-A02:03LLSKNVKAV0.9980.5875918
DDR1-PAK1chr630861200chr11770700621895HLA-B27:08RRLLSKNVK0.99790.7189716

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Potential FusionNeoAntigen Information of DDR1-PAK1 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.
DDR1-PAK1_30861200_77070062.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)
DDR1-PAK1chr630861200chr11770700621895DRB1-0103RLHWRRLLSKNVKAV318
DDR1-PAK1chr630861200chr11770700621895DRB1-0103WRLHWRRLLSKNVKA217
DDR1-PAK1chr630861200chr11770700621895DRB1-0109RLHWRRLLSKNVKAV318
DDR1-PAK1chr630861200chr11770700621895DRB1-0115RLHWRRLLSKNVKAV318
DDR1-PAK1chr630861200chr11770700621895DRB1-0115WRLHWRRLLSKNVKA217
DDR1-PAK1chr630861200chr11770700621895DRB1-0906SKNVKAVSETPAVPP1126
DDR1-PAK1chr630861200chr11770700621895DRB1-1503SKNVKAVSETPAVPP1126
DDR1-PAK1chr630861200chr11770700621895DRB1-1503LSKNVKAVSETPAVP1025
DDR1-PAK1chr630861200chr11770700621895DRB1-1523SKNVKAVSETPAVPP1126
DDR1-PAK1chr630861200chr11770700621895DRB1-1523LSKNVKAVSETPAVP1025
DDR1-PAK1chr630861200chr11770700621895DRB1-1609RLHWRRLLSKNVKAV318
DDR1-PAK1chr630861200chr11770700621895DRB1-1609WRLHWRRLLSKNVKA217

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Fusion breakpoint peptide structures of DDR1-PAK1

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
10538WRRLLSKNVKAVSEDDR1PAK1chr630861200chr11770700621895

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of DDR1-PAK1

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-B14:023BVN10538WRRLLSKNVKAVSE-7.02924-7.14264
HLA-B14:023BVN10538WRRLLSKNVKAVSE-3.38077-4.41607
HLA-B52:013W3910538WRRLLSKNVKAVSE-6.41355-6.52695
HLA-B52:013W3910538WRRLLSKNVKAVSE-4.44188-5.47718
HLA-A24:025HGA10538WRRLLSKNVKAVSE-7.76595-8.80125
HLA-A24:025HGA10538WRRLLSKNVKAVSE-7.30892-7.42232
HLA-B44:053DX810538WRRLLSKNVKAVSE-5.65486-5.76826
HLA-B44:053DX810538WRRLLSKNVKAVSE-2.95775-3.99305

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Vaccine Design for the FusionNeoAntigens of DDR1-PAK1

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
DDR1-PAK1chr630861200chr1177070062716RRLLSKNVKCGCAGGCTCCTCAGCAAGAATGTGAAG
DDR1-PAK1chr630861200chr1177070062717RRLLSKNVKACGCAGGCTCCTCAGCAAGAATGTGAAGGCT
DDR1-PAK1chr630861200chr1177070062817RLLSKNVKAAGGCTCCTCAGCAAGAATGTGAAGGCT
DDR1-PAK1chr630861200chr1177070062818RLLSKNVKAVAGGCTCCTCAGCAAGAATGTGAAGGCTGTG
DDR1-PAK1chr630861200chr1177070062918LLSKNVKAVCTCCTCAGCAAGAATGTGAAGGCTGTG

check button mRNA and peptide sequences of FusionNeoAntigens that have potential interaction with HLA-IIs.
Fusion geneHchrHbpTchrTbpStart in +/-13AAEnd in +/-13AAFusionNeoAntigen peptideFusionNEoAntigen RNA sequence
DDR1-PAK1chr630861200chr11770700621025LSKNVKAVSETPAVPCTCAGCAAGAATGTGAAGGCTGTGTCTGAGACTCCTGCAGTGCCA
DDR1-PAK1chr630861200chr11770700621126SKNVKAVSETPAVPPAGCAAGAATGTGAAGGCTGTGTCTGAGACTCCTGCAGTGCCACCA
DDR1-PAK1chr630861200chr1177070062217WRLHWRRLLSKNVKATGGCGGCTGCACTGGCGCAGGCTCCTCAGCAAGAATGTGAAGGCT
DDR1-PAK1chr630861200chr1177070062318RLHWRRLLSKNVKAVCGGCTGCACTGGCGCAGGCTCCTCAGCAAGAATGTGAAGGCTGTG

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Information of the samples that have these potential fusion neoantigens of DDR1-PAK1

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
OVDDR1-PAK1chr630861200ENST00000324771chr1177070062ENST00000278568TCGA-13-1477-01A

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Potential target of CAR-T therapy development for DDR1-PAK1

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
HgeneDDR1chr6:30861200chr11:77070062ENST00000324771+1220418_438449914.0TransmembraneHelical
HgeneDDR1chr6:30861200chr11:77070062ENST00000376567+916418_438449877.0TransmembraneHelical
HgeneDDR1chr6:30861200chr11:77070062ENST00000376568+1018418_438449914.0TransmembraneHelical
HgeneDDR1chr6:30861200chr11:77070062ENST00000376569+1118418_438449877.0TransmembraneHelical
HgeneDDR1chr6:30861200chr11:77070062ENST00000376570+1219418_438449877.0TransmembraneHelical
HgeneDDR1chr6:30861200chr11:77070062ENST00000376575+1220418_438449920.0TransmembraneHelical
HgeneDDR1chr6:30861200chr11:77070062ENST00000418800+1017418_438449877.0TransmembraneHelical
HgeneDDR1chr6:30861200chr11:77070062ENST00000452441+1119418_438449914.0TransmembraneHelical
HgeneDDR1chr6:30861200chr11:77070062ENST00000454612+1421418_438449877.0TransmembraneHelical
HgeneDDR1chr6:30861200chr11:77070062ENST00000508312+1017418_438467895.0TransmembraneHelical
HgeneDDR1chr6:30861200chr11:77070062ENST00000513240+917418_438449920.0TransmembraneHelical

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 DDR1-PAK1

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 DDR1-PAK1

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