FusionNeoAntigen Logo

Home

Download

Statistics

Examples

Help

Contact

Terms of Use

Center for Computational Systems Medicine
leaf

Fusion Gene and Fusion Protein Summary

leaf

Fusion Amino Acid Sequences (multiple BPs and multiple gene isoforms)

leaf

Fusion Protein Breakpoint Sequences - (for the Screening of the FusionNeoAntigens)

leaf

Potential FusionNeoAntigens in HLA I - (netMHCpan v4.1 + deepHLApan v1.1)

leaf

Potential FusionNeoAntigens in HLA II - (netMHCIIpan v4.1)

leaf

Fusion Breakpoint 14 AA Peptide Structure - (RoseTTAFold)

leaf

Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D - (Glide)

leaf

Vaccine Design for the FusionNeoAntigens (RNA/protein sequences)

leaf

Potential target of CAR-T therapy development

leaf

Information on the samples that have these potential fusion neoantigens

leaf

Fusion Protein Targeting Drugs - (Manual Curation)

leaf

Fusion Protein Related diseases - (Manual Curation)

Fusion Protein:RAD54L-MAST2

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: RAD54L-MAST2
FusionPDB ID: 71794
FusionGDB2.0 ID: 71794
HgeneTgene
Gene symbol

RAD54L

MAST2

Gene ID

8438

23139

Gene nameRAD54 likemicrotubule associated serine/threonine kinase 2
SynonymsHR54|RAD54A|hHR54|hRAD54MAST205|MTSSK
Cytomap

1p34.1

1p34.1

Type of geneprotein-codingprotein-coding
DescriptionDNA repair and recombination protein RAD54-likeRAD54 homologmicrotubule-associated serine/threonine-protein kinase 2microtubule associated testis specific serine/threonine protein kinase
Modification date2020031320200313
UniProtAcc.

Q6P0Q8

Main function of 5'-partner protein: FUNCTION: Appears to link the dystrophin/utrophin network with microtubule filaments via the syntrophins. Phosphorylation of DMD or UTRN may modulate their affinities for associated proteins. Functions in a multi-protein complex in spermatid maturation. Regulates lipopolysaccharide-induced IL-12 synthesis in macrophages by forming a complex with TRAF6, resulting in the inhibition of TRAF6 NF-kappa-B activation (By similarity). {ECO:0000250}.
Ensembl transtripts involved in fusion geneENST idsENST00000371975, ENST00000442598, 
ENST00000473251, 
ENST00000477968, 
ENST00000361297, ENST00000372009, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score3 X 3 X 2=1814 X 16 X 10=2240
# samples 417
** MAII scorelog2(4/18*10)=1.15200309344505
effective Gene in Pan-Cancer Fusion Genes (eGinPCFGs).
DoF>8 and MAII>0
log2(17/2240*10)=-3.71989208080727
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: RAD54L [Title/Abstract] AND MAST2 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: RAD54L [Title/Abstract] AND MAST2 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)RAD54L(46715791)-MAST2(46498267), # samples:2
Anticipated loss of major functional domain due to fusion event.RAD54L-MAST2 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.
RAD54L-MAST2 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.
RAD54L-MAST2 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.
RAD54L-MAST2 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


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/chr1:46715791/chr1:46498267)
- 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 RAD54L (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 MAST2 (3'-gene)
* Click on the image to open the UCSC genome browser with custom track showing this image in a new window.
all structure


Top

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)
ENST00000442598RAD54Lchr146715791+ENST00000372009MAST2chr146498268+20163241142015633
ENST00000442598RAD54Lchr146715791+ENST00000361297MAST2chr146498268+23653241142306730
ENST00000371975RAD54Lchr146715791+ENST00000372009MAST2chr146498268+25768846742575634
ENST00000371975RAD54Lchr146715791+ENST00000361297MAST2chr146498268+29258846742866730
ENST00000442598RAD54Lchr146715791+ENST00000372009MAST2chr146498267+20163241142015633
ENST00000442598RAD54Lchr146715791+ENST00000361297MAST2chr146498267+23653241142306730
ENST00000371975RAD54Lchr146715791+ENST00000372009MAST2chr146498267+25768846742575634
ENST00000371975RAD54Lchr146715791+ENST00000361297MAST2chr146498267+29258846742866730

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
ENST00000442598ENST00000372009RAD54Lchr146715791+MAST2chr146498268+0.09253080.9074692
ENST00000442598ENST00000361297RAD54Lchr146715791+MAST2chr146498268+0.063843090.93615687
ENST00000371975ENST00000372009RAD54Lchr146715791+MAST2chr146498268+0.0481574650.9518425
ENST00000371975ENST00000361297RAD54Lchr146715791+MAST2chr146498268+0.042599280.9574007
ENST00000442598ENST00000372009RAD54Lchr146715791+MAST2chr146498267+0.09253080.9074692
ENST00000442598ENST00000361297RAD54Lchr146715791+MAST2chr146498267+0.063843090.93615687
ENST00000371975ENST00000372009RAD54Lchr146715791+MAST2chr146498267+0.0481574650.9518425
ENST00000371975ENST00000361297RAD54Lchr146715791+MAST2chr146498267+0.042599280.9574007

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

Top

Fusion Protein Breakpoint Sequences for RAD54L-MAST2

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
RAD54Lchr146715791MAST2chr14649826732470LTNQPPCLDSSQHHVEDGGPASEAGL
RAD54Lchr146715791MAST2chr14649826788470LTNQPPCLDSSQHHVEDGGPASEAGL
RAD54Lchr146715791MAST2chr14649826832470LTNQPPCLDSSQHHVEDGGPASEAGL
RAD54Lchr146715791MAST2chr14649826888470LTNQPPCLDSSQHHVEDGGPASEAGL

Top

Potential FusionNeoAntigen Information of RAD54L-MAST2 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.
RAD54L-MAST2_46715791_46498267.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)
RAD54L-MAST2chr146715791chr146498267884HLA-B39:06HHVEDGGPA0.99180.90441221
RAD54L-MAST2chr146715791chr146498267884HLA-A02:27CLDSSQHHV0.98980.588615
RAD54L-MAST2chr146715791chr146498267884HLA-A02:24CLDSSQHHV0.98970.5652615
RAD54L-MAST2chr146715791chr146498267884HLA-A02:67CLDSSQHHV0.98970.5652615
RAD54L-MAST2chr146715791chr146498267884HLA-A02:30CLDSSQHHV0.98970.5652615
RAD54L-MAST2chr146715791chr146498267884HLA-A02:11CLDSSQHHV0.98960.596615
RAD54L-MAST2chr146715791chr146498267884HLA-A02:38CLDSSQHHV0.98860.606615
RAD54L-MAST2chr146715791chr146498267884HLA-A02:21CLDSSQHHV0.98730.7045615
RAD54L-MAST2chr146715791chr146498267884HLA-A02:13CLDSSQHHV0.98320.6444615
RAD54L-MAST2chr146715791chr146498267884HLA-A02:35CLDSSQHHV0.97280.5758615
RAD54L-MAST2chr146715791chr146498267884HLA-A02:29CLDSSQHHV0.91570.568615
RAD54L-MAST2chr146715791chr146498267884HLA-A02:20CLDSSQHHV0.89280.5661615
RAD54L-MAST2chr146715791chr146498267884HLA-B15:10HHVEDGGPA0.8860.54171221
RAD54L-MAST2chr146715791chr146498267884HLA-C05:09CLDSSQHHV0.99990.9265615
RAD54L-MAST2chr146715791chr146498267884HLA-C04:10CLDSSQHHV0.99990.7026615
RAD54L-MAST2chr146715791chr146498267884HLA-C04:07CLDSSQHHV0.99980.6961615
RAD54L-MAST2chr146715791chr146498267884HLA-C08:15CLDSSQHHV0.99920.9509615
RAD54L-MAST2chr146715791chr146498267884HLA-A02:07CLDSSQHHV0.98970.5468615
RAD54L-MAST2chr146715791chr146498267884HLA-A02:01CLDSSQHHV0.98970.5652615
RAD54L-MAST2chr146715791chr146498267884HLA-B39:05HHVEDGGPA0.98690.88761221
RAD54L-MAST2chr146715791chr146498267884HLA-C18:01CLDSSQHHV0.99990.7462615
RAD54L-MAST2chr146715791chr146498267884HLA-C04:03CLDSSQHHV0.99990.7389615
RAD54L-MAST2chr146715791chr146498267884HLA-C05:01CLDSSQHHV0.99990.9265615
RAD54L-MAST2chr146715791chr146498267884HLA-C04:01CLDSSQHHV0.99980.6961615
RAD54L-MAST2chr146715791chr146498267884HLA-C08:02CLDSSQHHV0.99920.9509615
RAD54L-MAST2chr146715791chr146498267884HLA-A02:14CLDSSQHHV0.98770.5868615
RAD54L-MAST2chr146715791chr146498267884HLA-A02:06CLDSSQHHV0.98730.7045615
RAD54L-MAST2chr146715791chr146498267884HLA-A02:03CLDSSQHHV0.98720.5941615
RAD54L-MAST2chr146715791chr146498267884HLA-B15:09HHVEDGGPA0.93880.8821221

Top

Potential FusionNeoAntigen Information of RAD54L-MAST2 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)

Top

Fusion breakpoint peptide structures of RAD54L-MAST2

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
858CLDSSQHHVEDGGPRAD54LMAST2chr146715791chr146498267884

Top

Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of RAD54L-MAST2

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-B14:023BVN858CLDSSQHHVEDGGP-7.15543-7.26883
HLA-B14:023BVN858CLDSSQHHVEDGGP-4.77435-5.80965
HLA-B52:013W39858CLDSSQHHVEDGGP-6.80875-6.92215
HLA-B52:013W39858CLDSSQHHVEDGGP-4.20386-5.23916
HLA-A11:014UQ2858CLDSSQHHVEDGGP-7.5194-8.5547
HLA-A11:014UQ2858CLDSSQHHVEDGGP-6.9601-7.0735
HLA-A24:025HGA858CLDSSQHHVEDGGP-7.52403-7.63743
HLA-A24:025HGA858CLDSSQHHVEDGGP-5.82433-6.85963
HLA-B27:056PYJ858CLDSSQHHVEDGGP-3.28285-4.31815
HLA-B44:053DX8858CLDSSQHHVEDGGP-5.91172-6.94702
HLA-B44:053DX8858CLDSSQHHVEDGGP-4.24346-4.35686

Top

Vaccine Design for the FusionNeoAntigens of RAD54L-MAST2

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
RAD54L-MAST2chr146715791chr1464982671221HHVEDGGPACATCACGTGGAGGATGGAGGTCCGGCC
RAD54L-MAST2chr146715791chr146498267615CLDSSQHHVTGTCTGGACAGCAGTCAGCATCACGTG

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

Top

Information of the samples that have these potential fusion neoantigens of RAD54L-MAST2

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
ESCARAD54L-MAST2chr146715791ENST00000371975chr146498267ENST00000361297TCGA-L5-A4OQ

Top

Potential target of CAR-T therapy development for RAD54L-MAST2

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

Top

Related Drugs to RAD54L-MAST2

check button Drugs used for this fusion-positive patient.
(Manual curation of PubMed, 04-30-2022 + MyCancerGenome)
HgeneTgeneDrugSourcePMID

Top

Related Diseases to RAD54L-MAST2

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