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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:GRHL2-NRBP2

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: GRHL2-NRBP2
FusionPDB ID: 34713
FusionGDB2.0 ID: 34713
HgeneTgene
Gene symbol

GRHL2

NRBP2

Gene ID

79977

340371

Gene namegrainyhead like transcription factor 2nuclear receptor binding protein 2
SynonymsBOM|DFNA28|ECTDS|PPCD4|TFCP2L3TRG16|pp9320
Cytomap

8q22.3

8q24.3

Type of geneprotein-codingprotein-coding
Descriptiongrainyhead-like protein 2 homologbrother of mammalian grainyheadgrainyhead-like 2transcription factor CP2-like 3nuclear receptor-binding protein 2transformation-related protein 16
Modification date2020031320200320
UniProtAcc

Q6ISB3

Main function of 5'-partner protein: FUNCTION: Transcription factor playing an important role in primary neurulation and in epithelial development (PubMed:29309642, PubMed:25152456). Binds directly to the consensus DNA sequence 5'-AACCGGTT-3' acting as an activator and repressor on distinct target genes (By similarity). During embryogenesis, plays unique and cooperative roles with GRHL3 in establishing distinct zones of primary neurulation. Essential for closure 3 (rostral end of the forebrain), functions cooperatively with GRHL3 in closure 2 (forebrain/midbrain boundary) and posterior neuropore closure (By similarity). Regulates epithelial morphogenesis acting as a target gene-associated transcriptional activator of apical junctional complex components. Up-regulates of CLDN3 and CLDN4, as well as of RAB25, which increases the CLDN4 protein and its localization at tight junctions (By similarity). Comprises an essential component of the transcriptional machinery that establishes appropriate expression levels of CLDN4 and CDH1 in different types of epithelia. Exhibits functional redundancy with GRHL3 in epidermal morphogenetic events and epidermal wound repair (By similarity). In lung, forms a regulatory loop with NKX2-1 that coordinates lung epithelial cell morphogenesis and differentiation (By similarity). In keratinocytes, plays a role in telomerase activation during cellular proliferation, regulates TERT expression by binding to TERT promoter region and inhibiting DNA methylation at the 5'-CpG island, possibly by interfering with DNMT1 enzyme activity (PubMed:19015635, PubMed:20938050). In addition, impairs keratinocyte differentiation and epidermal function by inhibiting the expression of genes clustered at the epidermal differentiation complex (EDC) as well as GRHL1 and GRHL3 through epigenetic mechanisms (PubMed:23254293). {ECO:0000250|UniProtKB:Q8K5C0, ECO:0000269|PubMed:19015635, ECO:0000269|PubMed:20938050, ECO:0000269|PubMed:20978075, ECO:0000269|PubMed:23254293, ECO:0000269|PubMed:25152456, ECO:0000269|PubMed:29309642, ECO:0000305|PubMed:12175488}.

Q9NSY0

Main function of 5'-partner protein: FUNCTION: May regulate apoptosis of neural progenitor cells during their differentiation. {ECO:0000250}.
Ensembl transtripts involved in fusion geneENST idsENST00000251808, ENST00000395927, 
ENST00000517674, 
ENST00000327830, 
ENST00000442628, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score25 X 11 X 10=27503 X 3 X 3=27
# samples 253
** MAII scorelog2(25/2750*10)=-3.4594316186373
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(3/27*10)=0.15200309344505
effective Gene in Pan-Cancer Fusion Genes (eGinPCFGs).
DoF>8 and MAII>0
Fusion gene context

PubMed: GRHL2 [Title/Abstract] AND NRBP2 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: GRHL2 [Title/Abstract] AND NRBP2 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)GRHL2(102661727)-NRBP2(144922401), # samples:2
Anticipated loss of major functional domain due to fusion event.GRHL2-NRBP2 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.
GRHL2-NRBP2 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.
GRHL2-NRBP2 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.
GRHL2-NRBP2 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
HgeneGRHL2

GO:0008544

epidermis development

23254293

HgeneGRHL2

GO:0044030

regulation of DNA methylation

23254293

HgeneGRHL2

GO:0045617

negative regulation of keratinocyte differentiation

23254293

HgeneGRHL2

GO:0045944

positive regulation of transcription by RNA polymerase II

23814079



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/chr8:102661727/chr8:144922401)
- 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 GRHL2 (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 NRBP2 (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)
ENST00000251808GRHL2chr8102661727+ENST00000442628NRBP2chr8144922401-5354203623034121060
ENST00000395927GRHL2chr8102661727+ENST00000442628NRBP2chr8144922401-508817705431461030

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
ENST00000251808ENST00000442628GRHL2chr8102661727+NRBP2chr8144922401-0.0030085840.9969914
ENST00000395927ENST00000442628GRHL2chr8102661727+NRBP2chr8144922401-0.0026190320.9973809

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 GRHL2-NRBP2

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
GRHL2chr8102661727NRBP2chr81449224011770572MLKSPTVKGLMEAVNQGNMPGLQSTF
GRHL2chr8102661727NRBP2chr81449224012036602MLKSPTVKGLMEAVNQGNMPGLQSTF

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Potential FusionNeoAntigen Information of GRHL2-NRBP2 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.
GRHL2-NRBP2_102661727_144922401.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)
GRHL2-NRBP2chr8102661727chr81449224012036HLA-A02:21TVKGLMEAV0.67510.6133514
GRHL2-NRBP2chr8102661727chr81449224012036HLA-A68:02TVKGLMEAV0.97970.6048514
GRHL2-NRBP2chr8102661727chr81449224012036HLA-A69:01TVKGLMEAV0.93550.7046514
GRHL2-NRBP2chr8102661727chr81449224012036HLA-A02:03TVKGLMEAV0.91760.6376514
GRHL2-NRBP2chr8102661727chr81449224012036HLA-A02:06TVKGLMEAV0.67510.6133514

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Potential FusionNeoAntigen Information of GRHL2-NRBP2 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 GRHL2-NRBP2

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
10034VKGLMEAVNQGNMPGRHL2NRBP2chr8102661727chr81449224012036

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of GRHL2-NRBP2

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-B14:023BVN10034VKGLMEAVNQGNMP-7.9962-8.1096
HLA-B14:023BVN10034VKGLMEAVNQGNMP-5.70842-6.74372
HLA-B52:013W3910034VKGLMEAVNQGNMP-6.83737-6.95077
HLA-B52:013W3910034VKGLMEAVNQGNMP-4.4836-5.5189
HLA-A11:014UQ210034VKGLMEAVNQGNMP-10.0067-10.1201
HLA-A11:014UQ210034VKGLMEAVNQGNMP-9.03915-10.0745
HLA-A24:025HGA10034VKGLMEAVNQGNMP-6.56204-6.67544
HLA-A24:025HGA10034VKGLMEAVNQGNMP-5.42271-6.45801
HLA-B44:053DX810034VKGLMEAVNQGNMP-7.85648-8.89178
HLA-B44:053DX810034VKGLMEAVNQGNMP-5.3978-5.5112
HLA-B35:011A1N10034VKGLMEAVNQGNMP-6.27422-6.38762
HLA-B35:011A1N10034VKGLMEAVNQGNMP-5.27424-6.30954
HLA-A02:016TDR10034VKGLMEAVNQGNMP-3.37154-4.40684

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Vaccine Design for the FusionNeoAntigens of GRHL2-NRBP2

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
GRHL2-NRBP2chr8102661727chr8144922401514TVKGLMEAVACAGTGAAGGGCCTGATGGAAGCGGTA

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 GRHL2-NRBP2

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
BRCAGRHL2-NRBP2chr8102661727ENST00000251808chr8144922401ENST00000442628TCGA-D8-A1JL-01A

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Potential target of CAR-T therapy development for GRHL2-NRBP2

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 GRHL2-NRBP2

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 GRHL2-NRBP2

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