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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:DNAJC3-STK24

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: DNAJC3-STK24
FusionPDB ID: 23546
FusionGDB2.0 ID: 23546
HgeneTgene
Gene symbol

DNAJC3

STK24

Gene ID

5611

8428

Gene nameDnaJ heat shock protein family (Hsp40) member C3serine/threonine kinase 24
SynonymsACPHD|ERdj6|HP58|P58|P58IPK|PRKRI|p58(IPK)HEL-S-95|MST3|MST3B|STE20|STK3
Cytomap

13q32.1

13q32.2

Type of geneprotein-codingprotein-coding
DescriptiondnaJ homolog subfamily C member 3DnaJ (Hsp40) homolog, subfamily C, member 3ER-resident protein ERdj6endoplasmic reticulum DNA J domain-containing protein 6interferon-induced, double-stranded RNA-activated protein kinase inhibitorprotein kinase inhibserine/threonine-protein kinase 24STE20-like kinase 3STE20-like kinase MST3epididymis secretory protein Li 95mammalian STE20-like protein kinase 3serine/threonine kinase 24 (STE20 homolog, yeast)sterile 20-like kinase 3
Modification date2020032920200313
UniProtAcc

Q13217

Main function of 5'-partner protein: FUNCTION: Involved in the unfolded protein response (UPR) during endoplasmic reticulum (ER) stress. Acts as a negative regulator of the EIF2AK4/GCN2 kinase activity by preventing the phosphorylation of eIF-2-alpha at 'Ser-52' and hence attenuating general protein synthesis under ER stress, hypothermic and amino acid starving stress conditions (By similarity). Co-chaperone of HSPA8/HSC70, it stimulates its ATPase activity. May inhibit both the autophosphorylation of EIF2AK2/PKR and the ability of EIF2AK2 to catalyze phosphorylation of the EIF2A. May inhibit EIF2AK3/PERK activity. {ECO:0000250|UniProtKB:Q27968, ECO:0000250|UniProtKB:Q91YW3, ECO:0000269|PubMed:12601012, ECO:0000269|PubMed:8576172, ECO:0000269|PubMed:9447982, ECO:0000269|PubMed:9920933}.
.
Ensembl transtripts involved in fusion geneENST idsENST00000376795, ENST00000602402, 
ENST00000376547, ENST00000481288, 
ENST00000397517, ENST00000539966, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score15 X 14 X 8=168015 X 8 X 8=960
# samples 1818
** MAII scorelog2(18/1680*10)=-3.22239242133645
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(18/960*10)=-2.41503749927884
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: DNAJC3 [Title/Abstract] AND STK24 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: DNAJC3 [Title/Abstract] AND STK24 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)DNAJC3(96377506)-STK24(99118815), # samples:1
Anticipated loss of major functional domain due to fusion event.DNAJC3-STK24 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.
DNAJC3-STK24 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.
DNAJC3-STK24 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.
DNAJC3-STK24 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
TgeneSTK24

GO:0006468

protein phosphorylation

19604147

TgeneSTK24

GO:0042542

response to hydrogen peroxide

22291017

TgeneSTK24

GO:0046777

protein autophosphorylation

17046825|17657516



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/chr13:96377506/chr13:99118815)
- 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 DNAJC3 (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 STK24 (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)
ENST00000602402DNAJC3chr1396377506+ENST00000397517STK24chr1399118815-4181510451208387
ENST00000602402DNAJC3chr1396377506+ENST00000539966STK24chr1399118815-1467510451208387
ENST00000376795DNAJC3chr1396377506+ENST00000397517STK24chr1399118815-4162491261189387
ENST00000376795DNAJC3chr1396377506+ENST00000539966STK24chr1399118815-1448491261189387

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
ENST00000602402ENST00000397517DNAJC3chr1396377506+STK24chr1399118815-0.0007254820.99927455
ENST00000602402ENST00000539966DNAJC3chr1396377506+STK24chr1399118815-0.0029448640.9970552
ENST00000376795ENST00000397517DNAJC3chr1396377506+STK24chr1399118815-0.0007000890.9992999
ENST00000376795ENST00000539966DNAJC3chr1396377506+STK24chr1399118815-0.0026209550.99737906

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 DNAJC3-STK24

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
DNAJC3chr1396377506STK24chr1399118815491155GKLDEAEDDFKKVADIWSLGITAIEL
DNAJC3chr1396377506STK24chr1399118815510155GKLDEAEDDFKKVADIWSLGITAIEL

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Potential FusionNeoAntigen Information of DNAJC3-STK24 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.
DNAJC3-STK24_96377506_99118815.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)
DNAJC3-STK24chr1396377506chr1399118815491HLA-B45:01AEDDFKKVA0.99910.9597514
DNAJC3-STK24chr1396377506chr1399118815491HLA-B50:02AEDDFKKVA0.99870.7656514
DNAJC3-STK24chr1396377506chr1399118815491HLA-B27:07KKVADIWSL0.99090.53721019
DNAJC3-STK24chr1396377506chr1399118815491HLA-B39:01KKVADIWSL0.97340.73071019
DNAJC3-STK24chr1396377506chr1399118815491HLA-B44:05AEDDFKKVA0.88350.6906514
DNAJC3-STK24chr1396377506chr1399118815491HLA-B39:13KKVADIWSL0.87110.78171019
DNAJC3-STK24chr1396377506chr1399118815491HLA-B38:01KKVADIWSL0.87110.86571019
DNAJC3-STK24chr1396377506chr1399118815491HLA-B44:02AEDDFKKVA0.85090.5437514
DNAJC3-STK24chr1396377506chr1399118815491HLA-B38:02KKVADIWSL0.85060.86041019
DNAJC3-STK24chr1396377506chr1399118815491HLA-B41:01AEDDFKKVA0.49350.9694514
DNAJC3-STK24chr1396377506chr1399118815491HLA-B50:01AEDDFKKVA0.28620.9654514
DNAJC3-STK24chr1396377506chr1399118815491HLA-B39:13AEDDFKKVA0.22740.9891514
DNAJC3-STK24chr1396377506chr1399118815491HLA-B50:02EAEDDFKKVA0.76430.6512414
DNAJC3-STK24chr1396377506chr1399118815491HLA-B45:01EAEDDFKKVA0.76070.8834414
DNAJC3-STK24chr1396377506chr1399118815491HLA-B41:01EAEDDFKKVA0.62470.9592414
DNAJC3-STK24chr1396377506chr1399118815491HLA-C05:09VADIWSLGI0.99980.95641221
DNAJC3-STK24chr1396377506chr1399118815491HLA-B40:06AEDDFKKVA0.99940.9615514
DNAJC3-STK24chr1396377506chr1399118815491HLA-C08:15VADIWSLGI0.99880.97711221
DNAJC3-STK24chr1396377506chr1399118815491HLA-C04:06VADIWSLGI0.98890.88011221
DNAJC3-STK24chr1396377506chr1399118815491HLA-B44:10AEDDFKKVA0.98780.7887514
DNAJC3-STK24chr1396377506chr1399118815491HLA-B44:09AEDDFKKVA0.89390.721514
DNAJC3-STK24chr1396377506chr1399118815491HLA-C08:04VADIWSLGI0.8690.96181221
DNAJC3-STK24chr1396377506chr1399118815491HLA-C08:13VADIWSLGI0.8690.96181221
DNAJC3-STK24chr1396377506chr1399118815491HLA-B44:04AEDDFKKVA0.82020.5141514
DNAJC3-STK24chr1396377506chr1399118815491HLA-B39:08AEDDFKKVA0.47890.9695514
DNAJC3-STK24chr1396377506chr1399118815491HLA-C08:03VADIWSLGI0.46120.97521221
DNAJC3-STK24chr1396377506chr1399118815491HLA-C05:01VADIWSLGI0.99980.95641221
DNAJC3-STK24chr1396377506chr1399118815491HLA-C04:03VADIWSLGI0.99980.86361221
DNAJC3-STK24chr1396377506chr1399118815491HLA-C08:02VADIWSLGI0.99880.97711221
DNAJC3-STK24chr1396377506chr1399118815491HLA-C15:05VADIWSLGI0.99560.91411221
DNAJC3-STK24chr1396377506chr1399118815491HLA-B40:04AEDDFKKVA0.9940.9627514
DNAJC3-STK24chr1396377506chr1399118815491HLA-B27:09KKVADIWSL0.99210.80211019
DNAJC3-STK24chr1396377506chr1399118815491HLA-B27:06KKVADIWSL0.98810.7831019
DNAJC3-STK24chr1396377506chr1399118815491HLA-B39:02KKVADIWSL0.98070.78631019
DNAJC3-STK24chr1396377506chr1399118815491HLA-B38:05KKVADIWSL0.87110.86571019
DNAJC3-STK24chr1396377506chr1399118815491HLA-B44:22AEDDFKKVA0.85090.5437514
DNAJC3-STK24chr1396377506chr1399118815491HLA-B41:03AEDDFKKVA0.61420.9255514
DNAJC3-STK24chr1396377506chr1399118815491HLA-C08:01VADIWSLGI0.46120.97521221
DNAJC3-STK24chr1396377506chr1399118815491HLA-B48:02KKVADIWSL0.37510.88161019
DNAJC3-STK24chr1396377506chr1399118815491HLA-B50:04AEDDFKKVA0.28620.9654514
DNAJC3-STK24chr1396377506chr1399118815491HLA-B50:05AEDDFKKVA0.28620.9654514

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Potential FusionNeoAntigen Information of DNAJC3-STK24 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 DNAJC3-STK24

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
1575EDDFKKVADIWSLGDNAJC3STK24chr1396377506chr1399118815491

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of DNAJC3-STK24

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-B14:023BVN1575EDDFKKVADIWSLG-7.86159-8.00559
HLA-B14:023BVN1575EDDFKKVADIWSLG-7.70374-7.84774
HLA-B14:023BVN1575EDDFKKVADIWSLG-5.76236-6.82826
HLA-B14:023BVN1575EDDFKKVADIWSLG-5.48496-7.36956
HLA-B14:023BVN1575EDDFKKVADIWSLG-4.75144-6.63604
HLA-B14:023BVN1575EDDFKKVADIWSLG-3.91062-4.97652
HLA-B52:013W391575EDDFKKVADIWSLG-6.80046-6.94446
HLA-B52:013W391575EDDFKKVADIWSLG-5.47395-7.35855
HLA-B52:013W391575EDDFKKVADIWSLG-4.32668-5.39258
HLA-A11:014UQ21575EDDFKKVADIWSLG-6.47765-8.36225
HLA-A11:014UQ21575EDDFKKVADIWSLG-5.81999-7.70459
HLA-A24:025HGA1575EDDFKKVADIWSLG-8.13301-8.27701
HLA-A24:025HGA1575EDDFKKVADIWSLG-7.21792-7.36192
HLA-A24:025HGA1575EDDFKKVADIWSLG-6.97636-8.86096
HLA-A24:025HGA1575EDDFKKVADIWSLG-6.97034-8.85494
HLA-A24:025HGA1575EDDFKKVADIWSLG-6.31311-7.37901
HLA-A24:025HGA1575EDDFKKVADIWSLG-6.07951-7.14541
HLA-B27:056PYJ1575EDDFKKVADIWSLG-7.66483-7.80883
HLA-B27:056PYJ1575EDDFKKVADIWSLG-5.82872-7.71332
HLA-B27:056PYJ1575EDDFKKVADIWSLG-4.58823-5.65413
HLA-B27:056PYJ1575EDDFKKVADIWSLG-4.52426-4.66826
HLA-B27:056PYJ1575EDDFKKVADIWSLG-3.6945-5.5791
HLA-B44:053DX81575EDDFKKVADIWSLG-6.32527-7.39117
HLA-B44:053DX81575EDDFKKVADIWSLG-5.8179-5.9619
HLA-B44:053DX81575EDDFKKVADIWSLG-4.67758-6.56218
HLA-A02:016TDR1575EDDFKKVADIWSLG-5.14012-6.20602
HLA-A02:016TDR1575EDDFKKVADIWSLG-4.21802-6.10262

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Vaccine Design for the FusionNeoAntigens of DNAJC3-STK24

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
DNAJC3-STK24chr1396377506chr13991188151019KKVADIWSLAAAAAAGTGGCAGACATCTGGTCCCTG
DNAJC3-STK24chr1396377506chr13991188151221VADIWSLGIGTGGCAGACATCTGGTCCCTGGGCATA
DNAJC3-STK24chr1396377506chr1399118815414EAEDDFKKVAGAAGCAGAAGATGATTTTAAAAAAGTGGCA
DNAJC3-STK24chr1396377506chr1399118815514AEDDFKKVAGCAGAAGATGATTTTAAAAAAGTGGCA

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 DNAJC3-STK24

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
STADDNAJC3-STK24chr1396377506ENST00000376795chr1399118815ENST00000397517TCGA-HF-A5NB

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Potential target of CAR-T therapy development for DNAJC3-STK24

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 DNAJC3-STK24

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 DNAJC3-STK24

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