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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:MARVELD2-PIK3R1

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: MARVELD2-PIK3R1
FusionPDB ID: 51804
FusionGDB2.0 ID: 51804
HgeneTgene
Gene symbol

MARVELD2

PIK3R1

Gene ID

153562

5295

Gene nameMARVEL domain containing 2phosphoinositide-3-kinase regulatory subunit 1
SynonymsDFNB49|MARVD2|MRVLDC2|TricAGM7|GRB1|IMD36|p85|p85-ALPHA
Cytomap

5q13.2

5q13.1

Type of geneprotein-codingprotein-coding
DescriptionMARVEL domain-containing protein 2MARVEL (membrane-associating) domain containing 2tricellulinphosphatidylinositol 3-kinase regulatory subunit alphaPI3-kinase subunit p85-alphaPI3K regulatory subunit alphaphosphatidylinositol 3-kinase 85 kDa regulatory subunit alphaphosphatidylinositol 3-kinase, regulatory subunit, polypeptide 1 (p85 alpha)ph
Modification date2020031320200327
UniProtAcc

Q8N4S9

Main function of 5'-partner protein: FUNCTION: Plays a role in the formation of tricellular tight junctions and of epithelial barriers (By similarity). Required for normal hearing via its role in the separation of the endolymphatic and perilymphatic spaces of the organ of Corti in the inner ear, and for normal survival of hair cells in the organ of Corti (PubMed:17186462). {ECO:0000250|UniProtKB:Q3UZP0, ECO:0000269|PubMed:17186462}.
.
Ensembl transtripts involved in fusion geneENST idsENST00000325631, ENST00000413223, 
ENST00000274335, ENST00000320694, 
ENST00000336483, ENST00000396611, 
ENST00000517643, ENST00000523872, 
ENST00000521381, ENST00000521657, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score5 X 5 X 4=1009 X 9 X 4=324
# samples 59
** MAII scorelog2(5/100*10)=-1
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(9/324*10)=-1.84799690655495
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: MARVELD2 [Title/Abstract] AND PIK3R1 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: MARVELD2 [Title/Abstract] AND PIK3R1 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)MARVELD2(68720463)-PIK3R1(67589537), # samples:2
Anticipated loss of major functional domain due to fusion event.MARVELD2-PIK3R1 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.
MARVELD2-PIK3R1 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.
MARVELD2-PIK3R1 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.
MARVELD2-PIK3R1 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
TgenePIK3R1

GO:0014065

phosphatidylinositol 3-kinase signaling

7782332

TgenePIK3R1

GO:0034976

response to endoplasmic reticulum stress

20348923

TgenePIK3R1

GO:0042307

positive regulation of protein import into nucleus

20348923

TgenePIK3R1

GO:0048009

insulin-like growth factor receptor signaling pathway

7782332

TgenePIK3R1

GO:0050821

protein stabilization

20348923

TgenePIK3R1

GO:0060396

growth hormone receptor signaling pathway

7782332



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/chr5:68720463/chr5:67589537)
- 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 MARVELD2 (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 PIK3R1 (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)
ENST00000325631MARVELD2chr568720463+ENST00000521381PIK3R1chr567589537+63521256742131685
ENST00000325631MARVELD2chr568720463+ENST00000521657PIK3R1chr567589537+32841256742131685
ENST00000413223MARVELD2chr568720463+ENST00000521381PIK3R1chr567589537+5948852181727569
ENST00000413223MARVELD2chr568720463+ENST00000521657PIK3R1chr567589537+2880852181727569

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
ENST00000325631ENST00000521381MARVELD2chr568720463+PIK3R1chr567589537+0.0001575440.9998424
ENST00000325631ENST00000521657MARVELD2chr568720463+PIK3R1chr567589537+0.0004053810.9995946
ENST00000413223ENST00000521381MARVELD2chr568720463+PIK3R1chr567589537+0.0001268440.99987316
ENST00000413223ENST00000521657MARVELD2chr568720463+PIK3R1chr567589537+0.0004748290.9995252

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 MARVELD2-PIK3R1

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
MARVELD2chr568720463PIK3R1chr5675895371256394EINEPSLSSKRKMDQVVKEDNIEAVG
MARVELD2chr568720463PIK3R1chr567589537852278EINEPSLSSKRKMDQVVKEDNIEAVG

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Potential FusionNeoAntigen Information of MARVELD2-PIK3R1 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.
MARVELD2-PIK3R1_68720463_67589537.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)
MARVELD2-PIK3R1chr568720463chr5675895371256HLA-B27:05KRKMDQVVK0.99850.8031918
MARVELD2-PIK3R1chr568720463chr5675895371256HLA-B27:14KRKMDQVVK0.99770.721918
MARVELD2-PIK3R1chr568720463chr5675895371256HLA-B27:10KRKMDQVVK0.99750.8784918

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Potential FusionNeoAntigen Information of MARVELD2-PIK3R1 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.
MARVELD2-PIK3R1_68720463_67589537.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)
MARVELD2-PIK3R1chr568720463chr5675895371256DRB1-0413KMDQVVKEDNIEAVG1126
MARVELD2-PIK3R1chr568720463chr5675895371256DRB1-0413RKMDQVVKEDNIEAV1025
MARVELD2-PIK3R1chr568720463chr5675895371256DRB1-0422KMDQVVKEDNIEAVG1126
MARVELD2-PIK3R1chr568720463chr5675895371256DRB1-0440KMDQVVKEDNIEAVG1126
MARVELD2-PIK3R1chr568720463chr5675895371256DRB1-0444KMDQVVKEDNIEAVG1126
MARVELD2-PIK3R1chr568720463chr5675895371256DRB1-0456KMDQVVKEDNIEAVG1126
MARVELD2-PIK3R1chr568720463chr5675895371256DRB1-0468KMDQVVKEDNIEAVG1126
MARVELD2-PIK3R1chr568720463chr5675895371256DRB1-0470KMDQVVKEDNIEAVG1126
MARVELD2-PIK3R1chr568720463chr5675895371256DRB1-0479KMDQVVKEDNIEAVG1126
MARVELD2-PIK3R1chr568720463chr5675895371256DRB1-1103EPSLSSKRKMDQVVK318
MARVELD2-PIK3R1chr568720463chr5675895371256DRB1-1155EPSLSSKRKMDQVVK318
MARVELD2-PIK3R1chr568720463chr5675895371256DRB1-1163EPSLSSKRKMDQVVK318
MARVELD2-PIK3R1chr568720463chr5675895371256DRB1-1176EPSLSSKRKMDQVVK318
MARVELD2-PIK3R1chr568720463chr5675895371256DRB1-1185EPSLSSKRKMDQVVK318
MARVELD2-PIK3R1chr568720463chr5675895371256DRB1-1324EPSLSSKRKMDQVVK318

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Fusion breakpoint peptide structures of MARVELD2-PIK3R1

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
5664LSSKRKMDQVVKEDMARVELD2PIK3R1chr568720463chr5675895371256

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of MARVELD2-PIK3R1

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-B14:023BVN5664LSSKRKMDQVVKED-7.9962-8.1096
HLA-B14:023BVN5664LSSKRKMDQVVKED-5.70842-6.74372
HLA-B52:013W395664LSSKRKMDQVVKED-6.83737-6.95077
HLA-B52:013W395664LSSKRKMDQVVKED-4.4836-5.5189
HLA-A11:014UQ25664LSSKRKMDQVVKED-10.0067-10.1201
HLA-A11:014UQ25664LSSKRKMDQVVKED-9.03915-10.0745
HLA-A24:025HGA5664LSSKRKMDQVVKED-6.56204-6.67544
HLA-A24:025HGA5664LSSKRKMDQVVKED-5.42271-6.45801
HLA-B44:053DX85664LSSKRKMDQVVKED-7.85648-8.89178
HLA-B44:053DX85664LSSKRKMDQVVKED-5.3978-5.5112
HLA-A02:016TDR5664LSSKRKMDQVVKED-3.37154-4.40684

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Vaccine Design for the FusionNeoAntigens of MARVELD2-PIK3R1

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
MARVELD2-PIK3R1chr568720463chr567589537918KRKMDQVVKAAAAGGAAAATGGATCAAGTTGTCAAA

check button mRNA and peptide sequences of FusionNeoAntigens that have potential interaction with HLA-IIs.
Fusion geneHchrHbpTchrTbpStart in +/-13AAEnd in +/-13AAFusionNeoAntigen peptideFusionNEoAntigen RNA sequence
MARVELD2-PIK3R1chr568720463chr5675895371025RKMDQVVKEDNIEAVAGGAAAATGGATCAAGTTGTCAAAGAAGATAATATTGAAGCTGTA
MARVELD2-PIK3R1chr568720463chr5675895371126KMDQVVKEDNIEAVGAAAATGGATCAAGTTGTCAAAGAAGATAATATTGAAGCTGTAGGG
MARVELD2-PIK3R1chr568720463chr567589537318EPSLSSKRKMDQVVKGAGCCATCATTGTCATCGAAAAGGAAAATGGATCAAGTTGTCAAA

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Information of the samples that have these potential fusion neoantigens of MARVELD2-PIK3R1

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
UCECMARVELD2-PIK3R1chr568720463ENST00000325631chr567589537ENST00000521381TCGA-AP-A5FX-01A

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Potential target of CAR-T therapy development for MARVELD2-PIK3R1

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
HgeneMARVELD2chr5:68720463chr5:67589537ENST00000325631+37195_215394559.0TransmembraneHelical
HgeneMARVELD2chr5:68720463chr5:67589537ENST00000325631+37224_244394559.0TransmembraneHelical
HgeneMARVELD2chr5:68720463chr5:67589537ENST00000325631+37255_275394559.0TransmembraneHelical
HgeneMARVELD2chr5:68720463chr5:67589537ENST00000325631+37292_312394559.0TransmembraneHelical
HgeneMARVELD2chr5:68720463chr5:67589537ENST00000325631+37320_337394559.0TransmembraneHelical
HgeneMARVELD2chr5:68720463chr5:67589537ENST00000325631+37342_362394559.0TransmembraneHelical

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 MARVELD2-PIK3R1

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 MARVELD2-PIK3R1

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