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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:NPR2-GCKR

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: NPR2-GCKR
FusionPDB ID: 60007
FusionGDB2.0 ID: 60007
HgeneTgene
Gene symbol

NPR2

GCKR

Gene ID

10641

11183

Gene nameNPR2 like, GATOR1 complex subunitmitogen-activated protein kinase kinase kinase kinase 5
SynonymsFFEVF2|NPR2|NPR2L|TUSC4GCKR|KHS|KHS1|MAPKKKK5
Cytomap

3p21.31

14q22.1

Type of geneprotein-codingprotein-coding
DescriptionGATOR complex protein NPRL22810446G01RikG21 proteinNPR2-like proteingene 21 proteinhomologous to yeast nitrogen permease (candidate tumor suppressor)nitrogen permease regulator 2-like proteintumor suppressor candidate 4mitogen-activated protein kinase kinase kinase kinase 5MAPK/ERK kinase kinase kinase 5MEK kinase kinase 5MEKKK 5germinal center kinase-relatedkinase homologous to SPS1/STE20
Modification date2020032020200313
UniProtAcc

P20594

Main function of 5'-partner protein: FUNCTION: Receptor for the C-type natriuretic peptide NPPC/CNP hormone. Has guanylate cyclase activity upon binding of its ligand. May play a role in the regulation of skeletal growth. {ECO:0000269|PubMed:15146390, ECO:0000269|PubMed:1672777, ECO:0000269|PubMed:24001744, ECO:0000269|PubMed:24471569, ECO:0000269|PubMed:26980729}.

Q14397

Main function of 5'-partner protein: FUNCTION: Regulates glucokinase (GCK) by forming an inactive complex with this enzyme (PubMed:23621087, PubMed:23733961). Acts by promoting GCK recruitment to the nucleus, possibly to provide a reserve of GCK that can be quickly released in the cytoplasm after a meal (PubMed:10456334). The affinity of GCKR for GCK is modulated by fructose metabolites: GCKR with bound fructose 6-phosphate has increased affinity for GCK, while GCKR with bound fructose 1-phosphate has strongly decreased affinity for GCK and does not inhibit GCK activity (PubMed:23621087, PubMed:23733961). {ECO:0000269|PubMed:10456334, ECO:0000269|PubMed:23621087, ECO:0000269|PubMed:23733961}.
Ensembl transtripts involved in fusion geneENST idsENST00000342694, ENST00000264717, 
ENST00000424318, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score3 X 3 X 3=271 X 1 X 1=1
# samples 31
** MAII scorelog2(3/27*10)=0.15200309344505
effective Gene in Pan-Cancer Fusion Genes (eGinPCFGs).
DoF>8 and MAII>0
log2(1/1*10)=3.32192809488736
Fusion gene context

PubMed: NPR2 [Title/Abstract] AND GCKR [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: NPR2 [Title/Abstract] AND GCKR [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)NPR2(35799728)-GCKR(27730548), # samples:2
Anticipated loss of major functional domain due to fusion event.NPR2-GCKR 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.
NPR2-GCKR 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
HgeneNPR2

GO:0033673

negative regulation of kinase activity

18616680

TgeneGCKR

GO:0006468

protein phosphorylation

9038372

TgeneGCKR

GO:0035556

intracellular signal transduction

9038372



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/chr9:35799728/chr2:27730548)
- 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 NPR2 (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 GCKR (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)
ENST00000342694NPR2chr935799728+ENST00000264717GCKRchr227730548+222212421771976599
ENST00000342694NPR2chr935799728+ENST00000424318GCKRchr227730548+222512421771976599

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
ENST00000342694ENST00000264717NPR2chr935799728+GCKRchr227730548+0.0058626280.9941374
ENST00000342694ENST00000424318NPR2chr935799728+GCKRchr227730548+0.0058204650.9941796

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 NPR2-GCKR

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
NPR2chr935799728GCKRchr2277305481242355AREDFGVELGPSLGPQFTFSQEDFLT

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Potential FusionNeoAntigen Information of NPR2-GCKR 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.
NPR2-GCKR_35799728_27730548.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)
NPR2-GCKRchr935799728chr2277305481242HLA-B45:01VELGPSLGP0.98390.7844615
NPR2-GCKRchr935799728chr2277305481242HLA-B50:02VELGPSLGP0.94550.6719615
NPR2-GCKRchr935799728chr2277305481242HLA-B58:01PSLGPQFTF0.56630.59951019
NPR2-GCKRchr935799728chr2277305481242HLA-B58:02PSLGPQFTF0.56220.66491019
NPR2-GCKRchr935799728chr2277305481242HLA-B57:03PSLGPQFTF0.50720.79921019
NPR2-GCKRchr935799728chr2277305481242HLA-A32:13PSLGPQFTF0.50640.92161019
NPR2-GCKRchr935799728chr2277305481242HLA-B50:01VELGPSLGP0.35840.7238615
NPR2-GCKRchr935799728chr2277305481242HLA-B41:01VELGPSLGP0.3460.8712615
NPR2-GCKRchr935799728chr2277305481242HLA-B57:01GPSLGPQFTF0.98250.8666919
NPR2-GCKRchr935799728chr2277305481242HLA-B35:08GPSLGPQFTF0.9410.592919
NPR2-GCKRchr935799728chr2277305481242HLA-B58:02GPSLGPQFTF0.93390.7654919
NPR2-GCKRchr935799728chr2277305481242HLA-B57:03GPSLGPQFTF0.89410.9379919
NPR2-GCKRchr935799728chr2277305481242HLA-B15:16GPSLGPQFTF0.81640.5484919
NPR2-GCKRchr935799728chr2277305481242HLA-B15:17GPSLGPQFTF0.81270.6351919
NPR2-GCKRchr935799728chr2277305481242HLA-B58:01GPSLGPQFTF0.78780.7776919
NPR2-GCKRchr935799728chr2277305481242HLA-B57:01LGPSLGPQFTF0.99870.8278819
NPR2-GCKRchr935799728chr2277305481242HLA-B44:03VELGPSLGPQF0.99790.6687617
NPR2-GCKRchr935799728chr2277305481242HLA-B58:02LGPSLGPQFTF0.99640.7254819
NPR2-GCKRchr935799728chr2277305481242HLA-B57:03LGPSLGPQFTF0.99570.9252819
NPR2-GCKRchr935799728chr2277305481242HLA-B15:17LGPSLGPQFTF0.98540.6153819
NPR2-GCKRchr935799728chr2277305481242HLA-B58:01LGPSLGPQFTF0.9750.7394819
NPR2-GCKRchr935799728chr2277305481242HLA-B40:06VELGPSLGP0.97430.7043615
NPR2-GCKRchr935799728chr2277305481242HLA-C01:30LGPSLGPQF0.4480.9475817
NPR2-GCKRchr935799728chr2277305481242HLA-C01:17LGPSLGPQF0.35860.9582817
NPR2-GCKRchr935799728chr2277305481242HLA-B57:02PSLGPQFTF0.38070.74071019
NPR2-GCKRchr935799728chr2277305481242HLA-B50:05VELGPSLGP0.35840.7238615
NPR2-GCKRchr935799728chr2277305481242HLA-B50:04VELGPSLGP0.35840.7238615
NPR2-GCKRchr935799728chr2277305481242HLA-C01:02LGPSLGPQF0.31140.9566817
NPR2-GCKRchr935799728chr2277305481242HLA-C01:03LGPSLGPQF0.23960.9634817
NPR2-GCKRchr935799728chr2277305481242HLA-B57:10GPSLGPQFTF0.98250.8666919
NPR2-GCKRchr935799728chr2277305481242HLA-B57:04GPSLGPQFTF0.96330.5561919
NPR2-GCKRchr935799728chr2277305481242HLA-B57:02GPSLGPQFTF0.91640.9147919
NPR2-GCKRchr935799728chr2277305481242HLA-B67:01GPSLGPQFTF0.57670.7874919
NPR2-GCKRchr935799728chr2277305481242HLA-B57:10LGPSLGPQFTF0.99870.8278819
NPR2-GCKRchr935799728chr2277305481242HLA-B44:13VELGPSLGPQF0.99790.6687617
NPR2-GCKRchr935799728chr2277305481242HLA-B44:26VELGPSLGPQF0.99790.6687617
NPR2-GCKRchr935799728chr2277305481242HLA-B44:07VELGPSLGPQF0.99790.6687617
NPR2-GCKRchr935799728chr2277305481242HLA-B57:02LGPSLGPQFTF0.99670.8728819
NPR2-GCKRchr935799728chr2277305481242HLA-B40:04VELGPSLGPQF0.99610.5822617

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Potential FusionNeoAntigen Information of NPR2-GCKR 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.
NPR2-GCKR_35799728_27730548.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)
NPR2-GCKRchr935799728chr2277305481242DRB1-0111REDFGVELGPSLGPQ116

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Fusion breakpoint peptide structures of NPR2-GCKR

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
9896VELGPSLGPQFTFSNPR2GCKRchr935799728chr2277305481242

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of NPR2-GCKR

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-B14:023BVN9896VELGPSLGPQFTFS-7.15543-7.26883
HLA-B14:023BVN9896VELGPSLGPQFTFS-4.77435-5.80965
HLA-B52:013W399896VELGPSLGPQFTFS-6.80875-6.92215
HLA-B52:013W399896VELGPSLGPQFTFS-4.20386-5.23916
HLA-A11:014UQ29896VELGPSLGPQFTFS-7.5194-8.5547
HLA-A11:014UQ29896VELGPSLGPQFTFS-6.9601-7.0735
HLA-A24:025HGA9896VELGPSLGPQFTFS-7.52403-7.63743
HLA-A24:025HGA9896VELGPSLGPQFTFS-5.82433-6.85963
HLA-B27:056PYJ9896VELGPSLGPQFTFS-3.28285-4.31815
HLA-B44:053DX89896VELGPSLGPQFTFS-5.91172-6.94702
HLA-B44:053DX89896VELGPSLGPQFTFS-4.24346-4.35686

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Vaccine Design for the FusionNeoAntigens of NPR2-GCKR

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
NPR2-GCKRchr935799728chr2277305481019PSLGPQFTFCCTTCCCTGGGTCCCCAGTTCACCTTC
NPR2-GCKRchr935799728chr227730548615VELGPSLGPGTGGAGCTGGGCCCTTCCCTGGGTCCC
NPR2-GCKRchr935799728chr227730548617VELGPSLGPQFGTGGAGCTGGGCCCTTCCCTGGGTCCCCAGTTC
NPR2-GCKRchr935799728chr227730548817LGPSLGPQFCTGGGCCCTTCCCTGGGTCCCCAGTTC
NPR2-GCKRchr935799728chr227730548819LGPSLGPQFTFCTGGGCCCTTCCCTGGGTCCCCAGTTCACCTTC
NPR2-GCKRchr935799728chr227730548919GPSLGPQFTFGGCCCTTCCCTGGGTCCCCAGTTCACCTTC

check button mRNA and peptide sequences of FusionNeoAntigens that have potential interaction with HLA-IIs.
Fusion geneHchrHbpTchrTbpStart in +/-13AAEnd in +/-13AAFusionNeoAntigen peptideFusionNEoAntigen RNA sequence
NPR2-GCKRchr935799728chr227730548116REDFGVELGPSLGPQCGGGAAGACTTTGGTGTGGAGCTGGGCCCTTCCCTGGGTCCCCAG

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Information of the samples that have these potential fusion neoantigens of NPR2-GCKR

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
LIHCNPR2-GCKRchr935799728ENST00000342694chr227730548ENST00000264717TCGA-DD-A39X-01A

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Potential target of CAR-T therapy development for NPR2-GCKR

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 NPR2-GCKR

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 NPR2-GCKR

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