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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:GAK-PLEKHG2

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: GAK-PLEKHG2
FusionPDB ID: 32177
FusionGDB2.0 ID: 32177
HgeneTgene
Gene symbol

GAK

PLEKHG2

Gene ID

2580

64857

Gene namecyclin G associated kinasepleckstrin homology and RhoGEF domain containing G2
SynonymsDNAJ26|DNAJC26ARHGEF42|CLG|CTB-60E11.4|LDAMD
Cytomap

4p16.3

19q13.2

Type of geneprotein-codingprotein-coding
Descriptioncyclin-G-associated kinaseauxilin-2pleckstrin homology domain-containing family G member 2PH domain-containing family G member 2common-site lymphoma/leukemia guanine nucleotide exchange factorpleckstrin homology domain containing, family G (with RhoGef domain) member 2
Modification date2020031320200313
UniProtAcc

O14976

Main function of 5'-partner protein: FUNCTION: Associates with cyclin G and CDK5. Seems to act as an auxilin homolog that is involved in the uncoating of clathrin-coated vesicles by Hsc70 in non-neuronal cells. Expression oscillates slightly during the cell cycle, peaking at G1. {ECO:0000269|PubMed:10625686}.
.
Ensembl transtripts involved in fusion geneENST idsENST00000314167, ENST00000511163, 
ENST00000509566, 
ENST00000378550, 
ENST00000409794, ENST00000409797, 
ENST00000425673, ENST00000458508, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score16 X 17 X 8=21765 X 5 X 3=75
# samples 185
** MAII scorelog2(18/2176*10)=-3.59560974492067
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(5/75*10)=-0.584962500721156
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: GAK [Title/Abstract] AND PLEKHG2 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: GAK [Title/Abstract] AND PLEKHG2 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)GAK(891821)-PLEKHG2(39912755), # samples:1
Anticipated loss of major functional domain due to fusion event.GAK-PLEKHG2 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.
GAK-PLEKHG2 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.
GAK-PLEKHG2 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.
GAK-PLEKHG2 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
HgeneGAK

GO:0010977

negative regulation of neuron projection development

24510904



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/chr4:891821/chr19:39912755)
- 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 GAK (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 PLEKHG2 (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)
ENST00000314167GAKchr4891821-ENST00000409794PLEKHG2chr1939912755+364076211134191102
ENST00000314167GAKchr4891821-ENST00000378550PLEKHG2chr1939912755+993762111992293
ENST00000314167GAKchr4891821-ENST00000425673PLEKHG2chr1939912755+654076211134191102
ENST00000314167GAKchr4891821-ENST00000458508PLEKHG2chr1939912755+320876211131491012
ENST00000314167GAKchr4891821-ENST00000409797PLEKHG2chr1939912755+1215762111992293
ENST00000511163GAKchr4891821-ENST00000409794PLEKHG2chr1939912755+347860018632571023
ENST00000511163GAKchr4891821-ENST00000378550PLEKHG2chr1939912755+831600186830214
ENST00000511163GAKchr4891821-ENST00000425673PLEKHG2chr1939912755+637860018632571023
ENST00000511163GAKchr4891821-ENST00000458508PLEKHG2chr1939912755+30466001862987933
ENST00000511163GAKchr4891821-ENST00000409797PLEKHG2chr1939912755+1053600186830214

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
ENST00000314167ENST00000409794GAKchr4891821-PLEKHG2chr1939912755+0.00485150.9951485
ENST00000314167ENST00000378550GAKchr4891821-PLEKHG2chr1939912755+0.0067509140.99324906
ENST00000314167ENST00000425673GAKchr4891821-PLEKHG2chr1939912755+0.0022872140.99771273
ENST00000314167ENST00000458508GAKchr4891821-PLEKHG2chr1939912755+0.0053780320.994622
ENST00000314167ENST00000409797GAKchr4891821-PLEKHG2chr1939912755+0.0047533010.9952467
ENST00000511163ENST00000409794GAKchr4891821-PLEKHG2chr1939912755+0.0058760140.994124
ENST00000511163ENST00000378550GAKchr4891821-PLEKHG2chr1939912755+0.0124414770.9875585
ENST00000511163ENST00000425673GAKchr4891821-PLEKHG2chr1939912755+0.0029495610.9970504
ENST00000511163ENST00000458508GAKchr4891821-PLEKHG2chr1939912755+0.0068408970.9931591
ENST00000511163ENST00000409797GAKchr4891821-PLEKHG2chr1939912755+0.0078146690.9921853

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 GAK-PLEKHG2

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
GAKchr4891821PLEKHG2chr1939912755600138SWSAQRRALVEEEHAGSEGELYPPES
GAKchr4891821PLEKHG2chr1939912755762217SWSAQRRALVEEEHAGSEGELYPPES

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Potential FusionNeoAntigen Information of GAK-PLEKHG2 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.
GAK-PLEKHG2_891821_39912755.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)
GAK-PLEKHG2chr4891821chr1939912755762HLA-B27:05RRALVEEEH0.99740.8474514
GAK-PLEKHG2chr4891821chr1939912755762HLA-B39:01EHAGSEGEL0.99630.90741221
GAK-PLEKHG2chr4891821chr1939912755762HLA-B38:02EHAGSEGEL0.99370.92141221
GAK-PLEKHG2chr4891821chr1939912755762HLA-B38:01EHAGSEGEL0.99260.90731221
GAK-PLEKHG2chr4891821chr1939912755762HLA-B15:10EHAGSEGEL0.97680.5591221
GAK-PLEKHG2chr4891821chr1939912755762HLA-B39:06EHAGSEGEL0.97640.85351221
GAK-PLEKHG2chr4891821chr1939912755762HLA-B39:24EHAGSEGEL0.97420.50031221
GAK-PLEKHG2chr4891821chr1939912755762HLA-B15:37EHAGSEGEL0.80260.56181221
GAK-PLEKHG2chr4891821chr1939912755762HLA-B14:02EHAGSEGEL0.79880.89791221
GAK-PLEKHG2chr4891821chr1939912755762HLA-B14:01EHAGSEGEL0.79880.89791221
GAK-PLEKHG2chr4891821chr1939912755762HLA-B15:18EHAGSEGEL0.56460.6961221
GAK-PLEKHG2chr4891821chr1939912755762HLA-B15:10EEHAGSEGEL0.890.55241121
GAK-PLEKHG2chr4891821chr1939912755762HLA-B38:01EEHAGSEGEL0.88690.91631121
GAK-PLEKHG2chr4891821chr1939912755762HLA-B15:18EHAGSEGELY0.86630.71341222
GAK-PLEKHG2chr4891821chr1939912755762HLA-B38:02EEHAGSEGEL0.86130.93271121
GAK-PLEKHG2chr4891821chr1939912755762HLA-B39:01EEHAGSEGEL0.84720.9181121
GAK-PLEKHG2chr4891821chr1939912755762HLA-B44:03EEHAGSEGELY0.99940.96711122
GAK-PLEKHG2chr4891821chr1939912755762HLA-B38:02EEEHAGSEGEL0.9920.94821021
GAK-PLEKHG2chr4891821chr1939912755762HLA-B18:01EEHAGSEGELY0.98750.84871122
GAK-PLEKHG2chr4891821chr1939912755762HLA-B27:14RRALVEEEH0.99680.8354514
GAK-PLEKHG2chr4891821chr1939912755762HLA-B39:09EHAGSEGEL0.99630.73721221
GAK-PLEKHG2chr4891821chr1939912755762HLA-B39:12EHAGSEGEL0.99530.91341221
GAK-PLEKHG2chr4891821chr1939912755762HLA-B39:05EHAGSEGEL0.99310.88291221
GAK-PLEKHG2chr4891821chr1939912755762HLA-B14:03EHAGSEGEL0.19340.78751221
GAK-PLEKHG2chr4891821chr1939912755762HLA-B39:05EEHAGSEGEL0.88030.89371121
GAK-PLEKHG2chr4891821chr1939912755762HLA-B39:05EEEHAGSEGEL0.99260.91011021
GAK-PLEKHG2chr4891821chr1939912755762HLA-B27:08RRALVEEEH0.99710.7713514
GAK-PLEKHG2chr4891821chr1939912755762HLA-B39:31EHAGSEGEL0.99650.9051221
GAK-PLEKHG2chr4891821chr1939912755762HLA-B38:05EHAGSEGEL0.99260.90731221
GAK-PLEKHG2chr4891821chr1939912755762HLA-B15:09EHAGSEGEL0.97970.69931221
GAK-PLEKHG2chr4891821chr1939912755762HLA-B39:11EHAGSEGEL0.71830.77451221
GAK-PLEKHG2chr4891821chr1939912755762HLA-B39:11EEHAGSEGEL0.9630.71511121
GAK-PLEKHG2chr4891821chr1939912755762HLA-B38:05EEHAGSEGEL0.88690.91631121
GAK-PLEKHG2chr4891821chr1939912755762HLA-B15:09EEHAGSEGEL0.7810.62711121
GAK-PLEKHG2chr4891821chr1939912755762HLA-B44:07EEHAGSEGELY0.99940.96711122
GAK-PLEKHG2chr4891821chr1939912755762HLA-B44:26EEHAGSEGELY0.99940.96711122
GAK-PLEKHG2chr4891821chr1939912755762HLA-B44:13EEHAGSEGELY0.99940.96711122
GAK-PLEKHG2chr4891821chr1939912755762HLA-B39:11EEEHAGSEGEL0.99790.75281021
GAK-PLEKHG2chr4891821chr1939912755762HLA-B18:11EEHAGSEGELY0.99490.85291122
GAK-PLEKHG2chr4891821chr1939912755762HLA-B18:04EEHAGSEGELY0.99180.84721122
GAK-PLEKHG2chr4891821chr1939912755762HLA-B18:03EEHAGSEGELY0.98980.83581122
GAK-PLEKHG2chr4891821chr1939912755762HLA-B18:06EEHAGSEGELY0.9880.86331122
GAK-PLEKHG2chr4891821chr1939912755762HLA-B18:05EEHAGSEGELY0.98750.84871122
GAK-PLEKHG2chr4891821chr1939912755762HLA-B15:09EEEHAGSEGEL0.9850.62111021

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Potential FusionNeoAntigen Information of GAK-PLEKHG2 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 GAK-PLEKHG2

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
7700RALVEEEHAGSEGEGAKPLEKHG2chr4891821chr1939912755762

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of GAK-PLEKHG2

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-B14:023BVN7700RALVEEEHAGSEGE-4.9963-5.1097
HLA-B52:013W397700RALVEEEHAGSEGE-5.24613-5.35953
HLA-A11:014UQ27700RALVEEEHAGSEGE-3.87488-4.91018
HLA-A24:025HGA7700RALVEEEHAGSEGE-7.5832-7.6966
HLA-A24:025HGA7700RALVEEEHAGSEGE-6.54552-7.58082
HLA-B44:053DX87700RALVEEEHAGSEGE-5.97033-6.08373
HLA-B44:053DX87700RALVEEEHAGSEGE-3.29319-4.32849

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Vaccine Design for the FusionNeoAntigens of GAK-PLEKHG2

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
GAK-PLEKHG2chr4891821chr19399127551021EEEHAGSEGELGAGGAAGAGCACGCTGGCAGCGAAGGGGAACTC
GAK-PLEKHG2chr4891821chr19399127551121EEHAGSEGELGAAGAGCACGCTGGCAGCGAAGGGGAACTC
GAK-PLEKHG2chr4891821chr19399127551122EEHAGSEGELYGAAGAGCACGCTGGCAGCGAAGGGGAACTCTAC
GAK-PLEKHG2chr4891821chr19399127551221EHAGSEGELGAGCACGCTGGCAGCGAAGGGGAACTC
GAK-PLEKHG2chr4891821chr19399127551222EHAGSEGELYGAGCACGCTGGCAGCGAAGGGGAACTCTAC
GAK-PLEKHG2chr4891821chr1939912755514RRALVEEEHAGGCGAGCCCTGGTGGAGGAAGAGCAC

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 GAK-PLEKHG2

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-CancerGAK-PLEKHG2chr4891821ENST00000314167chr1939912755ENST00000378550TCGA-HU-A4GC-11A

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Potential target of CAR-T therapy development for GAK-PLEKHG2

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 GAK-PLEKHG2

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 GAK-PLEKHG2

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