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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:ZNF77-NUP85

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: ZNF77-NUP85
FusionPDB ID: 102910
FusionGDB2.0 ID: 102910
HgeneTgene
Gene symbol

ZNF77

NUP85

Gene ID

58492

79902

Gene namezinc finger protein 77nucleoporin 85
SynonymspT1FROUNT|NPHS17|Nup75
Cytomap

19p13.3

17q25.1

Type of geneprotein-codingprotein-coding
Descriptionzinc finger protein 77ZNFpT1nuclear pore complex protein Nup85nucleoporin 85kDanucleoporin Nup75nucleoporin Nup85
Modification date2020031320200313
UniProtAcc..
Ensembl transtripts involved in fusion geneENST idsENST00000314531, ENST00000588050, 
ENST00000449421, ENST00000579298, 
ENST00000447371, ENST00000579324, 
ENST00000540768, ENST00000245544, 
ENST00000541827, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score3 X 3 X 3=279 X 9 X 6=486
# samples 410
** MAII scorelog2(4/27*10)=0.567040592723894
effective Gene in Pan-Cancer Fusion Genes (eGinPCFGs).
DoF>8 and MAII>0
log2(10/486*10)=-2.28095631383106
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: ZNF77 [Title/Abstract] AND NUP85 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: ZNF77 [Title/Abstract] AND NUP85 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)ZNF77(2936522)-NUP85(73208085), # samples:1
Anticipated loss of major functional domain due to fusion event.ZNF77-NUP85 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.
ZNF77-NUP85 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.
ZNF77-NUP85 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.
ZNF77-NUP85 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/chr19:2936522/chr17:73208085)
- 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 ZNF77 (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 NUP85 (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)
ENST00000314531ZNF77chr192936522-ENST00000245544NUP85chr1773208085+2164404212084687
ENST00000314531ZNF77chr192936522-ENST00000541827NUP85chr1773208085+2163404212084687

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
ENST00000314531ENST00000245544ZNF77chr192936522-NUP85chr1773208085+0.0077536910.9922463
ENST00000314531ENST00000541827ZNF77chr192936522-NUP85chr1773208085+0.0077602030.99223983

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 ZNF77-NUP85

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
ZNF77chr192936522NUP85chr1773208085404127NTGDQHQIPQRHLRLVRVSKNYRSVI

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Potential FusionNeoAntigen Information of ZNF77-NUP85 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.
ZNF77-NUP85_2936522_73208085.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)
ZNF77-NUP85chr192936522chr1773208085404HLA-A30:08HLRLVRVSK0.99730.8911120
ZNF77-NUP85chr192936522chr1773208085404HLA-B14:02QRHLRLVRV0.99470.5852918
ZNF77-NUP85chr192936522chr1773208085404HLA-B14:01QRHLRLVRV0.99470.5852918
ZNF77-NUP85chr192936522chr1773208085404HLA-B08:01QIPQRHLRL0.9830.5474615
ZNF77-NUP85chr192936522chr1773208085404HLA-A74:11HQIPQRHLR0.97050.5262514
ZNF77-NUP85chr192936522chr1773208085404HLA-A74:09HQIPQRHLR0.97050.5262514
ZNF77-NUP85chr192936522chr1773208085404HLA-A74:03HQIPQRHLR0.97050.5262514
ZNF77-NUP85chr192936522chr1773208085404HLA-B08:09QRHLRLVRV0.88280.5254918
ZNF77-NUP85chr192936522chr1773208085404HLA-B13:02HQIPQRHLRL0.76310.5121515
ZNF77-NUP85chr192936522chr1773208085404HLA-B13:01HQIPQRHLRL0.75220.9151515
ZNF77-NUP85chr192936522chr1773208085404HLA-B38:02QHQIPQRHLRL0.98990.9272415
ZNF77-NUP85chr192936522chr1773208085404HLA-B38:01QHQIPQRHLRL0.98920.9306415
ZNF77-NUP85chr192936522chr1773208085404HLA-C01:30IPQRHLRL0.84970.9577715
ZNF77-NUP85chr192936522chr1773208085404HLA-B39:12QRHLRLVRV0.89450.7048918
ZNF77-NUP85chr192936522chr1773208085404HLA-C01:17QIPQRHLRL0.420.9725615
ZNF77-NUP85chr192936522chr1773208085404HLA-C01:30QIPQRHLRL0.37120.9645615
ZNF77-NUP85chr192936522chr1773208085404HLA-C07:13QIPQRHLRL0.33820.9545615
ZNF77-NUP85chr192936522chr1773208085404HLA-B14:03QRHLRLVRV0.33560.5678918
ZNF77-NUP85chr192936522chr1773208085404HLA-C07:29QIPQRHLRL0.26910.9653615
ZNF77-NUP85chr192936522chr1773208085404HLA-B15:04HQIPQRHLRL0.99630.8453515
ZNF77-NUP85chr192936522chr1773208085404HLA-C01:30HQIPQRHLRL0.74090.9567515
ZNF77-NUP85chr192936522chr1773208085404HLA-B08:12IPQRHLRL0.93090.5402715
ZNF77-NUP85chr192936522chr1773208085404HLA-B27:10QRHLRLVRV0.99970.5039918
ZNF77-NUP85chr192936522chr1773208085404HLA-A30:01HLRLVRVSK0.99740.96131120
ZNF77-NUP85chr192936522chr1773208085404HLA-B08:18QIPQRHLRL0.9830.5474615
ZNF77-NUP85chr192936522chr1773208085404HLA-A74:01HQIPQRHLR0.97050.5262514
ZNF77-NUP85chr192936522chr1773208085404HLA-C06:08QRHLRLVRV0.96150.9663918
ZNF77-NUP85chr192936522chr1773208085404HLA-C07:22QRHLRLVRV0.66680.6887918
ZNF77-NUP85chr192936522chr1773208085404HLA-C07:04QIPQRHLRL0.64450.9603615
ZNF77-NUP85chr192936522chr1773208085404HLA-B08:12QIPQRHLRL0.64010.7241615
ZNF77-NUP85chr192936522chr1773208085404HLA-C01:02QIPQRHLRL0.42060.9714615
ZNF77-NUP85chr192936522chr1773208085404HLA-C01:03QIPQRHLRL0.28070.9547615
ZNF77-NUP85chr192936522chr1773208085404HLA-C06:17QRHLRLVRV0.20710.981918
ZNF77-NUP85chr192936522chr1773208085404HLA-C06:02QRHLRLVRV0.20710.981918
ZNF77-NUP85chr192936522chr1773208085404HLA-B15:73HQIPQRHLRL0.98180.8259515
ZNF77-NUP85chr192936522chr1773208085404HLA-B15:30HQIPQRHLRL0.95670.921515
ZNF77-NUP85chr192936522chr1773208085404HLA-A30:01RHLRLVRVSK0.9510.96181020
ZNF77-NUP85chr192936522chr1773208085404HLA-B38:05QHQIPQRHLRL0.98920.9306415

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Potential FusionNeoAntigen Information of ZNF77-NUP85 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.
ZNF77-NUP85_2936522_73208085.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)
ZNF77-NUP85chr192936522chr1773208085404DRB1-1002QRHLRLVRVSKNYRS924
ZNF77-NUP85chr192936522chr1773208085404DRB1-1121HLRLVRVSKNYRSVI1126
ZNF77-NUP85chr192936522chr1773208085404DRB1-1121RHLRLVRVSKNYRSV1025
ZNF77-NUP85chr192936522chr1773208085404DRB1-1315HLRLVRVSKNYRSVI1126
ZNF77-NUP85chr192936522chr1773208085404DRB1-1315RHLRLVRVSKNYRSV1025
ZNF77-NUP85chr192936522chr1773208085404DRB1-1319RHLRLVRVSKNYRSV1025
ZNF77-NUP85chr192936522chr1773208085404DRB1-1319HLRLVRVSKNYRSVI1126
ZNF77-NUP85chr192936522chr1773208085404DRB1-1327RHLRLVRVSKNYRSV1025
ZNF77-NUP85chr192936522chr1773208085404DRB1-1327HLRLVRVSKNYRSVI1126
ZNF77-NUP85chr192936522chr1773208085404DRB1-1353RHLRLVRVSKNYRSV1025
ZNF77-NUP85chr192936522chr1773208085404DRB1-1353HLRLVRVSKNYRSVI1126
ZNF77-NUP85chr192936522chr1773208085404DRB1-1357HLRLVRVSKNYRSVI1126
ZNF77-NUP85chr192936522chr1773208085404DRB1-1357RHLRLVRVSKNYRSV1025
ZNF77-NUP85chr192936522chr1773208085404DRB1-1361HLRLVRVSKNYRSVI1126
ZNF77-NUP85chr192936522chr1773208085404DRB1-1361RHLRLVRVSKNYRSV1025
ZNF77-NUP85chr192936522chr1773208085404DRB1-1371RHLRLVRVSKNYRSV1025
ZNF77-NUP85chr192936522chr1773208085404DRB1-1371HLRLVRVSKNYRSVI1126

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Fusion breakpoint peptide structures of ZNF77-NUP85

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
7326QIPQRHLRLVRVSKZNF77NUP85chr192936522chr1773208085404

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of ZNF77-NUP85

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-B14:023BVN7326QIPQRHLRLVRVSK-5.97758-6.09098
HLA-B14:023BVN7326QIPQRHLRLVRVSK-5.15013-6.18543
HLA-B52:013W397326QIPQRHLRLVRVSK-6.29935-6.41275
HLA-B52:013W397326QIPQRHLRLVRVSK-6.07479-7.11009
HLA-A24:025HGA7326QIPQRHLRLVRVSK-7.25246-8.28776
HLA-A24:025HGA7326QIPQRHLRLVRVSK-6.23064-6.34404
HLA-B44:053DX87326QIPQRHLRLVRVSK-4.66421-5.69951
HLA-B44:053DX87326QIPQRHLRLVRVSK-4.52141-4.63481
HLA-A02:016TDR7326QIPQRHLRLVRVSK-7.72945-7.84285

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Vaccine Design for the FusionNeoAntigens of ZNF77-NUP85

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
ZNF77-NUP85chr192936522chr17732080851020RHLRLVRVSKGCATCTGAGATTGGTTCGAGTGAGTAAAAA
ZNF77-NUP85chr192936522chr17732080851120HLRLVRVSKTCTGAGATTGGTTCGAGTGAGTAAAAA
ZNF77-NUP85chr192936522chr1773208085415QHQIPQRHLRLGCACCAAATCCCACAGAGGCATCTGAGATTGGT
ZNF77-NUP85chr192936522chr1773208085514HQIPQRHLRCCAAATCCCACAGAGGCATCTGAGATT
ZNF77-NUP85chr192936522chr1773208085515HQIPQRHLRLCCAAATCCCACAGAGGCATCTGAGATTGGT
ZNF77-NUP85chr192936522chr1773208085615QIPQRHLRLAATCCCACAGAGGCATCTGAGATTGGT
ZNF77-NUP85chr192936522chr1773208085715IPQRHLRLCCCACAGAGGCATCTGAGATTGGT
ZNF77-NUP85chr192936522chr1773208085918QRHLRLVRVGAGGCATCTGAGATTGGTTCGAGTGAG

check button mRNA and peptide sequences of FusionNeoAntigens that have potential interaction with HLA-IIs.
Fusion geneHchrHbpTchrTbpStart in +/-13AAEnd in +/-13AAFusionNeoAntigen peptideFusionNEoAntigen RNA sequence
ZNF77-NUP85chr192936522chr17732080851025RHLRLVRVSKNYRSVGCATCTGAGATTGGTTCGAGTGAGTAAAAACTACCGATCAGTCAT
ZNF77-NUP85chr192936522chr17732080851126HLRLVRVSKNYRSVITCTGAGATTGGTTCGAGTGAGTAAAAACTACCGATCAGTCATCAG
ZNF77-NUP85chr192936522chr1773208085924QRHLRLVRVSKNYRSGAGGCATCTGAGATTGGTTCGAGTGAGTAAAAACTACCGATCAGT

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Information of the samples that have these potential fusion neoantigens of ZNF77-NUP85

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
N/AZNF77-NUP85chr192936522ENST00000314531chr1773208085ENST00000245544DA567594

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Potential target of CAR-T therapy development for ZNF77-NUP85

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 ZNF77-NUP85

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 ZNF77-NUP85

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