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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:STK24-PCCA

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: STK24-PCCA
FusionPDB ID: 87480
FusionGDB2.0 ID: 87480
HgeneTgene
Gene symbol

STK24

PCCA

Gene ID

8428

5095

Gene nameserine/threonine kinase 24propionyl-CoA carboxylase subunit alpha
SynonymsHEL-S-95|MST3|MST3B|STE20|STK3-
Cytomap

13q32.2

13q32.3

Type of geneprotein-codingprotein-coding
Descriptionserine/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 3propionyl-CoA carboxylase alpha chain, mitochondrialPCCase alpha subunitpccA complementation grouppropanoyl-CoA:carbon dioxide ligase alpha subunitpropionyl CoA carboxylase, alpha polypeptidepropionyl Coenzyme A carboxylase, alpha polypeptidepropion
Modification date2020031320200313
UniProtAcc..
Ensembl transtripts involved in fusion geneENST idsENST00000376547, ENST00000397517, 
ENST00000539966, ENST00000481288, 
ENST00000485946, ENST00000376279, 
ENST00000376285, ENST00000376286, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score18 X 9 X 11=178221 X 22 X 6=2772
# samples 2523
** MAII scorelog2(25/1782*10)=-2.83349733685984
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(23/2772*10)=-3.59122149119284
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

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

Fusion neoantigen context

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

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)STK24(99171496)-PCCA(100959445), # samples:2
Anticipated loss of major functional domain due to fusion event.STK24-PCCA 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.
STK24-PCCA 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.
STK24-PCCA 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.
STK24-PCCA 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
HgeneSTK24

GO:0006468

protein phosphorylation

19604147

HgeneSTK24

GO:0042542

response to hydrogen peroxide

22291017

HgeneSTK24

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/chr13:99171496/chr13:100959445)
- 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 STK24 (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 PCCA (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)
ENST00000397517STK24chr1399171496-ENST00000376279PCCAchr13100959445+1378350681111347
ENST00000397517STK24chr1399171496-ENST00000376286PCCAchr13100959445+1519350681252394
ENST00000397517STK24chr1399171496-ENST00000376285PCCAchr13100959445+1519350681252394
ENST00000539966STK24chr1399171496-ENST00000376279PCCAchr13100959445+1383355731116347
ENST00000539966STK24chr1399171496-ENST00000376286PCCAchr13100959445+1524355731257394
ENST00000539966STK24chr1399171496-ENST00000376285PCCAchr13100959445+1524355731257394
ENST00000376547STK24chr1399171496-ENST00000376279PCCAchr13100959445+14834551311216361
ENST00000376547STK24chr1399171496-ENST00000376286PCCAchr13100959445+16244551311357408
ENST00000376547STK24chr1399171496-ENST00000376285PCCAchr13100959445+16244551311357408

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
ENST00000397517ENST00000376279STK24chr1399171496-PCCAchr13100959445+0.00053310.99946696
ENST00000397517ENST00000376286STK24chr1399171496-PCCAchr13100959445+0.0008905770.99910945
ENST00000397517ENST00000376285STK24chr1399171496-PCCAchr13100959445+0.0008905770.99910945
ENST00000539966ENST00000376279STK24chr1399171496-PCCAchr13100959445+0.0005435870.99945647
ENST00000539966ENST00000376286STK24chr1399171496-PCCAchr13100959445+0.00089840.99910164
ENST00000539966ENST00000376285STK24chr1399171496-PCCAchr13100959445+0.00089840.99910164
ENST00000376547ENST00000376279STK24chr1399171496-PCCAchr13100959445+0.0001910830.99980897
ENST00000376547ENST00000376286STK24chr1399171496-PCCAchr13100959445+0.0001902180.9998098
ENST00000376547ENST00000376285STK24chr1399171496-PCCAchr13100959445+0.0001902180.9998098

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 STK24-PCCA

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
STK24chr1399171496PCCAchr1310095944535094SPYVTKYYGSYLKVRVDSGIQPGSDI
STK24chr1399171496PCCAchr1310095944535594SPYVTKYYGSYLKVRVDSGIQPGSDI
STK24chr1399171496PCCAchr13100959445455108SPYVTKYYGSYLKVRVDSGIQPGSDI

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Potential FusionNeoAntigen Information of STK24-PCCA 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.
STK24-PCCA_99171496_100959445.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)
STK24-PCCAchr1399171496chr13100959445455HLA-C04:14KYYGSYLKV0.08590.6804514
STK24-PCCAchr1399171496chr13100959445455HLA-C07:29KYYGSYLKV0.03860.9301514
STK24-PCCAchr1399171496chr13100959445455HLA-C07:05KYYGSYLKV0.03630.9507514
STK24-PCCAchr1399171496chr13100959445455HLA-C07:19KYYGSYLKV0.02170.6989514
STK24-PCCAchr1399171496chr13100959445455HLA-C07:13KYYGSYLKV0.02150.9063514
STK24-PCCAchr1399171496chr13100959445455HLA-C07:46KYYGSYLKV0.01970.8589514
STK24-PCCAchr1399171496chr13100959445455HLA-C07:80KYYGSYLKV0.01820.9381514
STK24-PCCAchr1399171496chr13100959445455HLA-C07:67KYYGSYLKV0.01820.9381514
STK24-PCCAchr1399171496chr13100959445455HLA-C07:10KYYGSYLKV0.0180.9439514
STK24-PCCAchr1399171496chr13100959445455HLA-C07:27KYYGSYLKV0.01430.9461514
STK24-PCCAchr1399171496chr13100959445455HLA-C12:16KYYGSYLKV0.00170.9337514
STK24-PCCAchr1399171496chr13100959445455HLA-A30:01KYYGSYLKV0.86620.8329514
STK24-PCCAchr1399171496chr13100959445455HLA-C06:02KYYGSYLKV0.16220.9858514
STK24-PCCAchr1399171496chr13100959445455HLA-C06:17KYYGSYLKV0.16220.9858514
STK24-PCCAchr1399171496chr13100959445455HLA-C06:08KYYGSYLKV0.0470.9848514
STK24-PCCAchr1399171496chr13100959445455HLA-C06:06KYYGSYLKV0.03330.9734514
STK24-PCCAchr1399171496chr13100959445455HLA-C04:04KYYGSYLKV0.03260.7894514
STK24-PCCAchr1399171496chr13100959445455HLA-C07:01KYYGSYLKV0.01830.6219514
STK24-PCCAchr1399171496chr13100959445455HLA-C07:02KYYGSYLKV0.01820.9381514
STK24-PCCAchr1399171496chr13100959445455HLA-C14:02KYYGSYLKV0.01720.9282514
STK24-PCCAchr1399171496chr13100959445455HLA-C14:03KYYGSYLKV0.01720.9282514
STK24-PCCAchr1399171496chr13100959445455HLA-C07:04KYYGSYLKV0.01060.8696514
STK24-PCCAchr1399171496chr13100959445455HLA-C07:17KYYGSYLKV0.00870.9637514

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Potential FusionNeoAntigen Information of STK24-PCCA 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.
STK24-PCCA_99171496_100959445.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)
STK24-PCCAchr1399171496chr13100959445455DRB1-1501SPYVTKYYGSYLKVR015
STK24-PCCAchr1399171496chr13100959445455DRB1-1504SPYVTKYYGSYLKVR015
STK24-PCCAchr1399171496chr13100959445455DRB1-1505SPYVTKYYGSYLKVR015
STK24-PCCAchr1399171496chr13100959445455DRB1-1506SPYVTKYYGSYLKVR015
STK24-PCCAchr1399171496chr13100959445455DRB1-1507SPYVTKYYGSYLKVR015
STK24-PCCAchr1399171496chr13100959445455DRB1-1509SPYVTKYYGSYLKVR015
STK24-PCCAchr1399171496chr13100959445455DRB1-1510SPYVTKYYGSYLKVR015
STK24-PCCAchr1399171496chr13100959445455DRB1-1512SPYVTKYYGSYLKVR015
STK24-PCCAchr1399171496chr13100959445455DRB1-1513SPYVTKYYGSYLKVR015
STK24-PCCAchr1399171496chr13100959445455DRB1-1516SPYVTKYYGSYLKVR015
STK24-PCCAchr1399171496chr13100959445455DRB1-1518SPYVTKYYGSYLKVR015
STK24-PCCAchr1399171496chr13100959445455DRB1-1520SPYVTKYYGSYLKVR015
STK24-PCCAchr1399171496chr13100959445455DRB1-1522SPYVTKYYGSYLKVR015
STK24-PCCAchr1399171496chr13100959445455DRB1-1524SPYVTKYYGSYLKVR015
STK24-PCCAchr1399171496chr13100959445455DRB1-1528SPYVTKYYGSYLKVR015
STK24-PCCAchr1399171496chr13100959445455DRB1-1532SPYVTKYYGSYLKVR015
STK24-PCCAchr1399171496chr13100959445455DRB1-1533SPYVTKYYGSYLKVR015
STK24-PCCAchr1399171496chr13100959445455DRB1-1535SPYVTKYYGSYLKVR015
STK24-PCCAchr1399171496chr13100959445455DRB1-1536SPYVTKYYGSYLKVR015
STK24-PCCAchr1399171496chr13100959445455DRB1-1537SPYVTKYYGSYLKVR015
STK24-PCCAchr1399171496chr13100959445455DRB1-1540SPYVTKYYGSYLKVR015
STK24-PCCAchr1399171496chr13100959445455DRB1-1541SPYVTKYYGSYLKVR015
STK24-PCCAchr1399171496chr13100959445455DRB1-1542SPYVTKYYGSYLKVR015
STK24-PCCAchr1399171496chr13100959445455DRB1-1543SPYVTKYYGSYLKVR015
STK24-PCCAchr1399171496chr13100959445455DRB1-1545SPYVTKYYGSYLKVR015
STK24-PCCAchr1399171496chr13100959445455DRB1-1546SPYVTKYYGSYLKVR015
STK24-PCCAchr1399171496chr13100959445455DRB1-1548SPYVTKYYGSYLKVR015
STK24-PCCAchr1399171496chr13100959445455DRB1-1549SPYVTKYYGSYLKVR015

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Fusion breakpoint peptide structures of STK24-PCCA

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
10865YYGSYLKVRVDSGISTK24PCCAchr1399171496chr13100959445455

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

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-B14:023BVN10865YYGSYLKVRVDSGI-7.15543-7.26883
HLA-B14:023BVN10865YYGSYLKVRVDSGI-4.77435-5.80965
HLA-B52:013W3910865YYGSYLKVRVDSGI-6.80875-6.92215
HLA-B52:013W3910865YYGSYLKVRVDSGI-4.20386-5.23916
HLA-A11:014UQ210865YYGSYLKVRVDSGI-7.5194-8.5547
HLA-A11:014UQ210865YYGSYLKVRVDSGI-6.9601-7.0735
HLA-A24:025HGA10865YYGSYLKVRVDSGI-7.52403-7.63743
HLA-A24:025HGA10865YYGSYLKVRVDSGI-5.82433-6.85963
HLA-B27:056PYJ10865YYGSYLKVRVDSGI-3.28285-4.31815
HLA-B44:053DX810865YYGSYLKVRVDSGI-5.91172-6.94702
HLA-B44:053DX810865YYGSYLKVRVDSGI-4.24346-4.35686

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Vaccine Design for the FusionNeoAntigens of STK24-PCCA

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
STK24-PCCAchr1399171496chr13100959445514KYYGSYLKVAAATATTATGGATCCTATCTGAAGGTC

check button mRNA and peptide sequences of FusionNeoAntigens that have potential interaction with HLA-IIs.
Fusion geneHchrHbpTchrTbpStart in +/-13AAEnd in +/-13AAFusionNeoAntigen peptideFusionNEoAntigen RNA sequence
STK24-PCCAchr1399171496chr13100959445015SPYVTKYYGSYLKVRAGTCCATATGTAACCAAATATTATGGATCCTATCTGAAGGTCCGA

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Information of the samples that have these potential fusion neoantigens of STK24-PCCA

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
ESCASTK24-PCCAchr1399171496ENST00000376547chr13100959445ENST00000376279TCGA-L5-A8NT

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

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 STK24-PCCA

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 STK24-PCCA

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