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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:PRKD2-MUC13

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: PRKD2-MUC13
FusionPDB ID: 68816
FusionGDB2.0 ID: 68816
HgeneTgene
Gene symbol

PRKD2

MUC13

Gene ID

25865

56667

Gene nameprotein kinase D2mucin 13, cell surface associated
SynonymsHSPC187|PKD2|nPKC-D2DRCC1|MUC-13
Cytomap

19q13.32

3q21.2

Type of geneprotein-codingprotein-coding
Descriptionserine/threonine-protein kinase D2mucin-13down-regulated in colon cancer 1mucin 13, epithelial transmembrane
Modification date2020032920200322
UniProtAcc.

Q9H3R2

Main function of 5'-partner protein: FUNCTION: Epithelial and hemopoietic transmembrane mucin that may play a role in cell signaling.
Ensembl transtripts involved in fusion geneENST idsENST00000291281, ENST00000433867, 
ENST00000595515, ENST00000600194, 
ENST00000601806, ENST00000593492, 
ENST00000497378, ENST00000311075, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score9 X 8 X 9=6483 X 3 X 3=27
# samples 113
** MAII scorelog2(11/648*10)=-2.55849028935997
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(3/27*10)=0.15200309344505
effective Gene in Pan-Cancer Fusion Genes (eGinPCFGs).
DoF>8 and MAII>0
Fusion gene context

PubMed: PRKD2 [Title/Abstract] AND MUC13 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: PRKD2 [Title/Abstract] AND MUC13 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)PRKD2(47204056)-MUC13(124641150), # samples:1
Anticipated loss of major functional domain due to fusion event.PRKD2-MUC13 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.
PRKD2-MUC13 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.
PRKD2-MUC13 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.
PRKD2-MUC13 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.
PRKD2-MUC13 seems lost the major protein functional domain in Hgene partner, which is a essential gene due to the frame-shifted ORF.
PRKD2-MUC13 seems lost the major protein functional domain in Hgene partner, which is a IUPHAR drug target due to the frame-shifted ORF.
PRKD2-MUC13 seems lost the major protein functional domain in Hgene partner, which is a kinase due to the frame-shifted ORF.
PRKD2-MUC13 seems lost the major protein functional domain in Tgene partner, which is a cell metabolism 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
HgenePRKD2

GO:0006468

protein phosphorylation

22228765

HgenePRKD2

GO:0018105

peptidyl-serine phosphorylation

18440775

HgenePRKD2

GO:0045944

positive regulation of transcription by RNA polymerase II

17077180

HgenePRKD2

GO:0046777

protein autophosphorylation

17077180

HgenePRKD2

GO:0050852

T cell receptor signaling pathway

17077180



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/chr19:47204056/chr3:124641150)
- 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 PRKD2 (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 MUC13 (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)
ENST00000601806PRKD2chr1947204056-ENST00000311075MUC13chr3124641150-334511427452043432
ENST00000600194PRKD2chr1947204056-ENST00000311075MUC13chr3124641150-340712048072105432
ENST00000595515PRKD2chr1947204056-ENST00000311075MUC13chr3124641150-36541451841499471

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
ENST00000601806ENST00000311075PRKD2chr1947204056-MUC13chr3124641150-0.0029625460.99703753
ENST00000600194ENST00000311075PRKD2chr1947204056-MUC13chr3124641150-0.0026037190.99739623
ENST00000595515ENST00000311075PRKD2chr1947204056-MUC13chr3124641150-0.042836410.95716363

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 PRKD2-MUC13

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
PRKD2chr1947204056MUC13chr31246411501142132PVRRRKAREARPRGKVFPGKISVTVS
PRKD2chr1947204056MUC13chr31246411501204132PVRRRKAREARPRGKVFPGKISVTVS
PRKD2chr1947204056MUC13chr31246411501451455ASEEEEGEGGKAQRKGIPWEDFSDSI

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Potential FusionNeoAntigen Information of PRKD2-MUC13 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.
PRKD2-MUC13_47204056_124641150.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)
PRKD2-MUC13chr1947204056chr31246411501204HLA-B07:02RPRGKVFPG0.99680.53131019
PRKD2-MUC13chr1947204056chr31246411501451HLA-B57:01KAQRKGIPW0.99650.96421019
PRKD2-MUC13chr1947204056chr31246411501451HLA-B58:02KAQRKGIPW0.98980.94571019
PRKD2-MUC13chr1947204056chr31246411501451HLA-B58:01KAQRKGIPW0.98680.92891019
PRKD2-MUC13chr1947204056chr31246411501451HLA-B15:17KAQRKGIPW0.97010.88181019
PRKD2-MUC13chr1947204056chr31246411501451HLA-B57:03KAQRKGIPW0.91210.96941019
PRKD2-MUC13chr1947204056chr31246411501451HLA-A32:13KAQRKGIPW0.62440.89821019
PRKD2-MUC13chr1947204056chr31246411501204HLA-B41:01REARPRGKV0.4740.8676716
PRKD2-MUC13chr1947204056chr31246411501204HLA-B50:01REARPRGKV0.08340.601716
PRKD2-MUC13chr1947204056chr31246411501451HLA-B27:05QRKGIPWEDF0.99970.58961222
PRKD2-MUC13chr1947204056chr31246411501451HLA-B27:04QRKGIPWEDF0.99960.65781222
PRKD2-MUC13chr1947204056chr31246411501204HLA-A30:08KAREARPRGK0.99740.6796515
PRKD2-MUC13chr1947204056chr31246411501451HLA-B27:07QRKGIPWEDF0.99730.62461222
PRKD2-MUC13chr1947204056chr31246411501204HLA-B44:03REARPRGKVF0.93230.6295717
PRKD2-MUC13chr1947204056chr31246411501204HLA-A30:08RGKVFPGKISV0.99530.86241223
PRKD2-MUC13chr1947204056chr31246411501204HLA-B13:02RGKVFPGKISV0.95460.93111223
PRKD2-MUC13chr1947204056chr31246411501204HLA-A02:21RGKVFPGKISV0.81620.56411223
PRKD2-MUC13chr1947204056chr31246411501204HLA-B07:04RPRGKVFPG0.84060.54021019
PRKD2-MUC13chr1947204056chr31246411501204HLA-C12:12EARPRGKVF0.18790.8668817
PRKD2-MUC13chr1947204056chr31246411501204HLA-C12:04EARPRGKVF0.09910.9827817
PRKD2-MUC13chr1947204056chr31246411501204HLA-C06:03EARPRGKVF0.09750.9801817
PRKD2-MUC13chr1947204056chr31246411501451HLA-B27:03QRKGIPWEDF0.99080.61071222
PRKD2-MUC13chr1947204056chr31246411501451HLA-C07:05QRKGIPWEDF0.99070.94011222
PRKD2-MUC13chr1947204056chr31246411501451HLA-C07:95QRKGIPWEDF0.98960.63571222
PRKD2-MUC13chr1947204056chr31246411501451HLA-B15:24AQRKGIPW0.99790.83031119
PRKD2-MUC13chr1947204056chr31246411501451HLA-B15:68AQRKGIPW0.96460.55361119
PRKD2-MUC13chr1947204056chr31246411501204HLA-B07:22RPRGKVFPG0.99680.53131019
PRKD2-MUC13chr1947204056chr31246411501451HLA-B57:10KAQRKGIPW0.99650.96421019
PRKD2-MUC13chr1947204056chr31246411501204HLA-B07:09RPRGKVFPG0.99550.53051019
PRKD2-MUC13chr1947204056chr31246411501451HLA-B57:04KAQRKGIPW0.98360.71681019
PRKD2-MUC13chr1947204056chr31246411501451HLA-B58:06KAQRKGIPW0.98130.88821019
PRKD2-MUC13chr1947204056chr31246411501451HLA-A32:01KAQRKGIPW0.91590.87021019
PRKD2-MUC13chr1947204056chr31246411501204HLA-A25:01EARPRGKVF0.82540.682817
PRKD2-MUC13chr1947204056chr31246411501204HLA-B35:11EARPRGKVF0.75280.6555817
PRKD2-MUC13chr1947204056chr31246411501451HLA-B57:02KAQRKGIPW0.66730.88371019
PRKD2-MUC13chr1947204056chr31246411501204HLA-B15:08EARPRGKVF0.48340.5728817
PRKD2-MUC13chr1947204056chr31246411501204HLA-B15:11EARPRGKVF0.4790.5717817
PRKD2-MUC13chr1947204056chr31246411501204HLA-B35:43EARPRGKVF0.45260.5763817
PRKD2-MUC13chr1947204056chr31246411501204HLA-C12:02EARPRGKVF0.37910.9394817
PRKD2-MUC13chr1947204056chr31246411501204HLA-C16:04EARPRGKVF0.13090.9272817
PRKD2-MUC13chr1947204056chr31246411501204HLA-C12:03EARPRGKVF0.12980.9554817
PRKD2-MUC13chr1947204056chr31246411501204HLA-B50:04REARPRGKV0.08340.601716
PRKD2-MUC13chr1947204056chr31246411501204HLA-B50:05REARPRGKV0.08340.601716
PRKD2-MUC13chr1947204056chr31246411501204HLA-B48:05REARPRGKV0.02080.5205716
PRKD2-MUC13chr1947204056chr31246411501204HLA-C16:01EARPRGKVF0.01170.9464817
PRKD2-MUC13chr1947204056chr31246411501451HLA-B27:08QRKGIPWEDF0.99970.51691222
PRKD2-MUC13chr1947204056chr31246411501451HLA-B27:10QRKGIPWEDF0.99960.75131222
PRKD2-MUC13chr1947204056chr31246411501451HLA-B27:06QRKGIPWEDF0.99890.69451222
PRKD2-MUC13chr1947204056chr31246411501204HLA-A30:01KAREARPRGK0.99740.8233515
PRKD2-MUC13chr1947204056chr31246411501451HLA-B27:09QRKGIPWEDF0.99720.58331222
PRKD2-MUC13chr1947204056chr31246411501451HLA-C07:22QRKGIPWEDF0.99250.6961222
PRKD2-MUC13chr1947204056chr31246411501204HLA-B15:53REARPRGKVF0.97680.7188717
PRKD2-MUC13chr1947204056chr31246411501204HLA-B15:54REARPRGKVF0.9760.7063717
PRKD2-MUC13chr1947204056chr31246411501204HLA-B15:68REARPRGKVF0.9710.6073717
PRKD2-MUC13chr1947204056chr31246411501204HLA-B44:13REARPRGKVF0.93230.6295717
PRKD2-MUC13chr1947204056chr31246411501204HLA-B44:07REARPRGKVF0.93230.6295717
PRKD2-MUC13chr1947204056chr31246411501204HLA-B44:26REARPRGKVF0.93230.6295717
PRKD2-MUC13chr1947204056chr31246411501204HLA-B48:02REARPRGKVF0.83890.6907717
PRKD2-MUC13chr1947204056chr31246411501204HLA-B41:03REARPRGKVF0.76360.576717
PRKD2-MUC13chr1947204056chr31246411501204HLA-A30:01RGKVFPGKISV0.9950.92961223
PRKD2-MUC13chr1947204056chr31246411501204HLA-A32:01RGKVFPGKISV0.90310.96571223
PRKD2-MUC13chr1947204056chr31246411501204HLA-A02:06RGKVFPGKISV0.81620.56411223

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Potential FusionNeoAntigen Information of PRKD2-MUC13 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 PRKD2-MUC13

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
543AREARPRGKVFPGKPRKD2MUC13chr1947204056chr31246411501204
File nameBPseqHgeneTgeneHchrHbpTchrTbpAAlen
2748GEGGKAQRKGIPWEPRKD2MUC13chr1947204056chr31246411501451

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of PRKD2-MUC13

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-B14:023BVN543AREARPRGKVFPGK-7.9962-8.1096
HLA-B14:023BVN543AREARPRGKVFPGK-5.70842-6.74372
HLA-B52:013W39543AREARPRGKVFPGK-6.83737-6.95077
HLA-B52:013W39543AREARPRGKVFPGK-4.4836-5.5189
HLA-A11:014UQ2543AREARPRGKVFPGK-10.0067-10.1201
HLA-A11:014UQ2543AREARPRGKVFPGK-9.03915-10.0745
HLA-A24:025HGA543AREARPRGKVFPGK-6.56204-6.67544
HLA-A24:025HGA543AREARPRGKVFPGK-5.42271-6.45801
HLA-B44:053DX8543AREARPRGKVFPGK-7.85648-8.89178
HLA-B44:053DX8543AREARPRGKVFPGK-5.3978-5.5112
HLA-A02:016TDR543AREARPRGKVFPGK-3.37154-4.40684
HLA-B14:023BVN2748GEGGKAQRKGIPWE-7.15543-7.26883
HLA-B14:023BVN2748GEGGKAQRKGIPWE-4.77435-5.80965
HLA-B52:013W392748GEGGKAQRKGIPWE-6.80875-6.92215
HLA-B52:013W392748GEGGKAQRKGIPWE-4.20386-5.23916
HLA-A11:014UQ22748GEGGKAQRKGIPWE-7.5194-8.5547
HLA-A11:014UQ22748GEGGKAQRKGIPWE-6.9601-7.0735
HLA-A24:025HGA2748GEGGKAQRKGIPWE-7.52403-7.63743
HLA-A24:025HGA2748GEGGKAQRKGIPWE-5.82433-6.85963
HLA-B27:056PYJ2748GEGGKAQRKGIPWE-3.28285-4.31815
HLA-B44:053DX82748GEGGKAQRKGIPWE-5.91172-6.94702
HLA-B44:053DX82748GEGGKAQRKGIPWE-4.24346-4.35686

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Vaccine Design for the FusionNeoAntigens of PRKD2-MUC13

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
PRKD2-MUC13chr1947204056chr31246411501019KAQRKGIPWGGCCCAGAGGAAAGGTATTCCCTGGGA
PRKD2-MUC13chr1947204056chr31246411501019RPRGKVFPGGGCCCAGAGGAAAGGTATTCCCTGGGA
PRKD2-MUC13chr1947204056chr31246411501119AQRKGIPWCCAGAGGAAAGGTATTCCCTGGGA
PRKD2-MUC13chr1947204056chr31246411501222QRKGIPWEDFGAGGAAAGGTATTCCCTGGGAAGATTTCAG
PRKD2-MUC13chr1947204056chr31246411501223RGKVFPGKISVGAGGAAAGGTATTCCCTGGGAAGATTTCAGTGA
PRKD2-MUC13chr1947204056chr3124641150515KAREARPRGKAGGCGAGGGAGGCAAGGCCCAGAGGAAAGG
PRKD2-MUC13chr1947204056chr3124641150716REARPRGKVGGGAGGCAAGGCCCAGAGGAAAGGTAT
PRKD2-MUC13chr1947204056chr3124641150717REARPRGKVFGGGAGGCAAGGCCCAGAGGAAAGGTATTCC
PRKD2-MUC13chr1947204056chr3124641150817EARPRGKVFAGGCAAGGCCCAGAGGAAAGGTATTCC

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 PRKD2-MUC13

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
Non-CancerPRKD2-MUC13chr1947204056ENST00000595515chr3124641150ENST00000311075TCGA-BR-7851-11A
Non-CancerPRKD2-MUC13chr1947204056ENST00000600194chr3124641150ENST00000311075TCGA-BR-7851-11A

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Potential target of CAR-T therapy development for PRKD2-MUC13

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
TgeneMUC13chr19:47204056chr3:124641150ENST00000311075212422_4420829.6666666666666TransmembraneHelical

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 PRKD2-MUC13

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 PRKD2-MUC13

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