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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:FKBP9-RNPEP

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: FKBP9-RNPEP
FusionPDB ID: 30544
FusionGDB2.0 ID: 30544
HgeneTgene
Gene symbol

FKBP9

RNPEP

Gene ID

11328

6051

Gene nameFKBP prolyl isomerase 9arginyl aminopeptidase
SynonymsFKBP60|FKBP63|PPIaseAP-B|APB
Cytomap

7p14.3

1q32.1

Type of geneprotein-codingprotein-coding
Descriptionpeptidyl-prolyl cis-trans isomerase FKBP963 kDa FK506-binding protein63 kDa FKBPFK506 binding protein 9, 63 kDaFK506-binding protein 9FKBP-63FKBP-9PPIase FKBP9rotamaseaminopeptidase Barginine aminopeptidase
Modification date2020031320200320
UniProtAcc

Q75LS8

Main function of 5'-partner protein:
.
Ensembl transtripts involved in fusion geneENST idsENST00000242209, ENST00000490776, 
ENST00000538336, ENST00000538443, 
ENST00000489038, 
ENST00000471105, 
ENST00000367286, ENST00000295640, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score7 X 7 X 4=1967 X 7 X 5=245
# samples 79
** MAII scorelog2(7/196*10)=-1.48542682717024
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(9/245*10)=-1.4447848426729
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: FKBP9 [Title/Abstract] AND RNPEP [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: FKBP9 [Title/Abstract] AND RNPEP [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)FKBP9(33035961)-RNPEP(201965274), # samples:1
Anticipated loss of major functional domain due to fusion event.FKBP9-RNPEP 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.
FKBP9-RNPEP 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.
FKBP9-RNPEP 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.
FKBP9-RNPEP 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/chr7:33035961/chr1:201965274)
- 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 FKBP9 (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 RNPEP (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)
ENST00000242209FKBP9chr733035961+ENST00000295640RNPEPchr1201965274+304213951692610813
ENST00000538336FKBP9chr733035961+ENST00000295640RNPEPchr1201965274+316515181332733866
ENST00000538443FKBP9chr733035961+ENST00000295640RNPEPchr1201965274+282711803652395676
ENST00000490776FKBP9chr733035961+ENST00000295640RNPEPchr1201965274+2255608781823581

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
ENST00000242209ENST00000295640FKBP9chr733035961+RNPEPchr1201965274+0.0011162050.9988838
ENST00000538336ENST00000295640FKBP9chr733035961+RNPEPchr1201965274+0.0006422550.99935776
ENST00000538443ENST00000295640FKBP9chr733035961+RNPEPchr1201965274+0.0018013290.9981987
ENST00000490776ENST00000295640FKBP9chr733035961+RNPEPchr1201965274+0.0012790290.99872094

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 FKBP9-RNPEP

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
FKBP9chr733035961RNPEPchr12019652741180272NASLLDGTLLDSTSRVWAEPCLIDAA
FKBP9chr733035961RNPEPchr12019652741395409NASLLDGTLLDSTSRVWAEPCLIDAA
FKBP9chr733035961RNPEPchr12019652741518462NASLLDGTLLDSTSRVWAEPCLIDAA
FKBP9chr733035961RNPEPchr1201965274608177NASLLDGTLLDSTSRVWAEPCLIDAA

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Potential FusionNeoAntigen Information of FKBP9-RNPEP 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.
FKBP9-RNPEP_33035961_201965274.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)
FKBP9-RNPEPchr733035961chr12019652741395HLA-B57:01LLDSTSRVW0.99880.9919817
FKBP9-RNPEPchr733035961chr12019652741395HLA-A02:22TLLDSTSRV0.99750.7058716
FKBP9-RNPEPchr733035961chr12019652741395HLA-B58:02LLDSTSRVW0.9960.948817
FKBP9-RNPEPchr733035961chr12019652741395HLA-B58:01LLDSTSRVW0.99520.9837817
FKBP9-RNPEPchr733035961chr12019652741395HLA-A02:27TLLDSTSRV0.99460.7039716
FKBP9-RNPEPchr733035961chr12019652741395HLA-A02:13TLLDSTSRV0.99360.7433716
FKBP9-RNPEPchr733035961chr12019652741395HLA-A02:38TLLDSTSRV0.99350.7478716
FKBP9-RNPEPchr733035961chr12019652741395HLA-A02:16TLLDSTSRV0.99240.6168716
FKBP9-RNPEPchr733035961chr12019652741395HLA-A02:24TLLDSTSRV0.99220.7042716
FKBP9-RNPEPchr733035961chr12019652741395HLA-A02:60TLLDSTSRV0.99220.674716
FKBP9-RNPEPchr733035961chr12019652741395HLA-A02:67TLLDSTSRV0.99220.7042716
FKBP9-RNPEPchr733035961chr12019652741395HLA-A02:30TLLDSTSRV0.99220.7042716
FKBP9-RNPEPchr733035961chr12019652741395HLA-A02:11TLLDSTSRV0.99150.7463716
FKBP9-RNPEPchr733035961chr12019652741395HLA-A02:21TLLDSTSRV0.990.8227716
FKBP9-RNPEPchr733035961chr12019652741395HLA-A02:35TLLDSTSRV0.98940.714716
FKBP9-RNPEPchr733035961chr12019652741395HLA-B57:03LLDSTSRVW0.98740.9952817
FKBP9-RNPEPchr733035961chr12019652741395HLA-A02:19TLLDSTSRV0.98090.5148716
FKBP9-RNPEPchr733035961chr12019652741395HLA-A02:04TLLDSTSRV0.97910.6923716
FKBP9-RNPEPchr733035961chr12019652741395HLA-A32:13LLDSTSRVW0.97710.9854817
FKBP9-RNPEPchr733035961chr12019652741395HLA-A02:29TLLDSTSRV0.97470.7061716
FKBP9-RNPEPchr733035961chr12019652741395HLA-A02:20TLLDSTSRV0.96950.7069716
FKBP9-RNPEPchr733035961chr12019652741395HLA-A02:17TLLDSTSRV0.96680.5576716
FKBP9-RNPEPchr733035961chr12019652741395HLA-B13:02TLLDSTSRV0.03730.6762716
FKBP9-RNPEPchr733035961chr12019652741395HLA-B57:01TLLDSTSRVW0.99970.9803717
FKBP9-RNPEPchr733035961chr12019652741395HLA-B58:01TLLDSTSRVW0.99450.962717
FKBP9-RNPEPchr733035961chr12019652741395HLA-A02:22GTLLDSTSRV0.98020.5379616
FKBP9-RNPEPchr733035961chr12019652741395HLA-A02:38GTLLDSTSRV0.9720.6706616
FKBP9-RNPEPchr733035961chr12019652741395HLA-A32:13TLLDSTSRVW0.97060.9777717
FKBP9-RNPEPchr733035961chr12019652741395HLA-A02:13GTLLDSTSRV0.9640.6555616
FKBP9-RNPEPchr733035961chr12019652741395HLA-A02:27GTLLDSTSRV0.95580.6126616
FKBP9-RNPEPchr733035961chr12019652741395HLA-A02:24GTLLDSTSRV0.94470.5728616
FKBP9-RNPEPchr733035961chr12019652741395HLA-A02:30GTLLDSTSRV0.94470.5728616
FKBP9-RNPEPchr733035961chr12019652741395HLA-A02:67GTLLDSTSRV0.94470.5728616
FKBP9-RNPEPchr733035961chr12019652741395HLA-A02:16GTLLDSTSRV0.94240.5047616
FKBP9-RNPEPchr733035961chr12019652741395HLA-A02:35GTLLDSTSRV0.94150.5761616
FKBP9-RNPEPchr733035961chr12019652741395HLA-A02:29GTLLDSTSRV0.860.5716616
FKBP9-RNPEPchr733035961chr12019652741395HLA-B57:01GTLLDSTSRVW10.9797617
FKBP9-RNPEPchr733035961chr12019652741395HLA-B58:02GTLLDSTSRVW0.99990.9031617
FKBP9-RNPEPchr733035961chr12019652741395HLA-B58:01GTLLDSTSRVW0.99980.9604617
FKBP9-RNPEPchr733035961chr12019652741395HLA-B57:03GTLLDSTSRVW0.99970.9908617
FKBP9-RNPEPchr733035961chr12019652741395HLA-C05:09LLDSTSRV10.9642816
FKBP9-RNPEPchr733035961chr12019652741395HLA-C08:15LLDSTSRV0.99930.9835816
FKBP9-RNPEPchr733035961chr12019652741395HLA-A02:05TLLDSTSRV0.99650.5758716
FKBP9-RNPEPchr733035961chr12019652741395HLA-C05:09LLDSTSRVW0.99610.973817
FKBP9-RNPEPchr733035961chr12019652741395HLA-A02:07TLLDSTSRV0.99260.7179716
FKBP9-RNPEPchr733035961chr12019652741395HLA-A02:01TLLDSTSRV0.99220.7042716
FKBP9-RNPEPchr733035961chr12019652741395HLA-B44:08LLDSTSRVW0.68680.7543817
FKBP9-RNPEPchr733035961chr12019652741395HLA-A02:01GTLLDSTSRV0.94470.5728616
FKBP9-RNPEPchr733035961chr12019652741395HLA-C05:01LLDSTSRV10.9642816
FKBP9-RNPEPchr733035961chr12019652741395HLA-C04:03LLDSTSRV10.8941816
FKBP9-RNPEPchr733035961chr12019652741395HLA-C08:02LLDSTSRV0.99930.9835816
FKBP9-RNPEPchr733035961chr12019652741395HLA-B57:10LLDSTSRVW0.99880.9919817
FKBP9-RNPEPchr733035961chr12019652741395HLA-A02:03TLLDSTSRV0.99660.7243716
FKBP9-RNPEPchr733035961chr12019652741395HLA-B57:04LLDSTSRVW0.99650.783817
FKBP9-RNPEPchr733035961chr12019652741395HLA-C05:01LLDSTSRVW0.99610.973817
FKBP9-RNPEPchr733035961chr12019652741395HLA-B58:06LLDSTSRVW0.99160.908817
FKBP9-RNPEPchr733035961chr12019652741395HLA-A02:06TLLDSTSRV0.990.8227716
FKBP9-RNPEPchr733035961chr12019652741395HLA-A02:14TLLDSTSRV0.990.7705716
FKBP9-RNPEPchr733035961chr12019652741395HLA-A32:01LLDSTSRVW0.98020.9823817
FKBP9-RNPEPchr733035961chr12019652741395HLA-B57:02LLDSTSRVW0.97570.9381817
FKBP9-RNPEPchr733035961chr12019652741395HLA-B15:13LLDSTSRVW0.92140.8801817
FKBP9-RNPEPchr733035961chr12019652741395HLA-A69:01TLLDSTSRV0.83890.7771716
FKBP9-RNPEPchr733035961chr12019652741395HLA-B15:24LLDSTSRVW0.81850.9579817
FKBP9-RNPEPchr733035961chr12019652741395HLA-B57:10TLLDSTSRVW0.99970.9803717
FKBP9-RNPEPchr733035961chr12019652741395HLA-B57:04TLLDSTSRVW0.99920.7531717
FKBP9-RNPEPchr733035961chr12019652741395HLA-B15:24TLLDSTSRVW0.99830.8984717
FKBP9-RNPEPchr733035961chr12019652741395HLA-B57:02TLLDSTSRVW0.9910.9414717
FKBP9-RNPEPchr733035961chr12019652741395HLA-A02:03GTLLDSTSRV0.98320.6083616
FKBP9-RNPEPchr733035961chr12019652741395HLA-B15:13TLLDSTSRVW0.96010.7851717
FKBP9-RNPEPchr733035961chr12019652741395HLA-B57:10GTLLDSTSRVW10.9797617
FKBP9-RNPEPchr733035961chr12019652741395HLA-B58:06GTLLDSTSRVW0.99990.9112617
FKBP9-RNPEPchr733035961chr12019652741395HLA-B57:04GTLLDSTSRVW0.99990.8088617
FKBP9-RNPEPchr733035961chr12019652741395HLA-B57:02GTLLDSTSRVW0.99980.9751617

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Potential FusionNeoAntigen Information of FKBP9-RNPEP 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 FKBP9-RNPEP

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
3175GTLLDSTSRVWAEPFKBP9RNPEPchr733035961chr12019652741395

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of FKBP9-RNPEP

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-B14:023BVN3175GTLLDSTSRVWAEP-7.15543-7.26883
HLA-B14:023BVN3175GTLLDSTSRVWAEP-4.77435-5.80965
HLA-B52:013W393175GTLLDSTSRVWAEP-6.80875-6.92215
HLA-B52:013W393175GTLLDSTSRVWAEP-4.20386-5.23916
HLA-A11:014UQ23175GTLLDSTSRVWAEP-7.5194-8.5547
HLA-A11:014UQ23175GTLLDSTSRVWAEP-6.9601-7.0735
HLA-A24:025HGA3175GTLLDSTSRVWAEP-7.52403-7.63743
HLA-A24:025HGA3175GTLLDSTSRVWAEP-5.82433-6.85963
HLA-B27:056PYJ3175GTLLDSTSRVWAEP-3.28285-4.31815
HLA-B44:053DX83175GTLLDSTSRVWAEP-5.91172-6.94702
HLA-B44:053DX83175GTLLDSTSRVWAEP-4.24346-4.35686

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Vaccine Design for the FusionNeoAntigens of FKBP9-RNPEP

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
FKBP9-RNPEPchr733035961chr1201965274616GTLLDSTSRVTGGGACCCTGCTGGACTCCACGAGCCGGGT
FKBP9-RNPEPchr733035961chr1201965274617GTLLDSTSRVWTGGGACCCTGCTGGACTCCACGAGCCGGGTGTG
FKBP9-RNPEPchr733035961chr1201965274716TLLDSTSRVGACCCTGCTGGACTCCACGAGCCGGGT
FKBP9-RNPEPchr733035961chr1201965274717TLLDSTSRVWGACCCTGCTGGACTCCACGAGCCGGGTGTG
FKBP9-RNPEPchr733035961chr1201965274816LLDSTSRVCCTGCTGGACTCCACGAGCCGGGT
FKBP9-RNPEPchr733035961chr1201965274817LLDSTSRVWCCTGCTGGACTCCACGAGCCGGGTGTG

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 FKBP9-RNPEP

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
SARCFKBP9-RNPEPchr733035961ENST00000242209chr1201965274ENST00000295640TCGA-DX-A48O

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Potential target of CAR-T therapy development for FKBP9-RNPEP

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 FKBP9-RNPEP

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 FKBP9-RNPEP

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