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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:ZNRF2-ARMC10

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: ZNRF2-ARMC10
FusionPDB ID: 103151
FusionGDB2.0 ID: 103151
HgeneTgene
Gene symbol

ZNRF2

ARMC10

Gene ID

223082

83787

Gene namezinc and ring finger 2armadillo repeat containing 10
SynonymsRNF202PNAS-112|PNAS112|PSEC0198|SVH
Cytomap

7p14.3

7q22.1

Type of geneprotein-codingprotein-coding
DescriptionE3 ubiquitin-protein ligase ZNRF2RING finger protein 202RING-type E3 ubiquitin transferase ZNRF2protein Ells2zinc and ring finger 2, E3 ubiquitin protein ligasezinc finger/RING finger 2zinc/RING finger protein 2armadillo repeat-containing protein 10specific splicing variant involved in hepatocarcinogenesissplicing variant involved in hepatocarcinogenesis protein
Modification date2020031320200313
UniProtAcc.

Q8N2F6

Main function of 5'-partner protein: FUNCTION: May play a role in cell survival and cell growth. May suppress the transcriptional activity of p53/TP53. {ECO:0000269|PubMed:12839973, ECO:0000269|PubMed:17904127}.
Ensembl transtripts involved in fusion geneENST idsENST00000323037, ENST00000459998, 
ENST00000323716, ENST00000425331, 
ENST00000428183, ENST00000441711, 
ENST00000454559, ENST00000541300, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score7 X 5 X 5=1754 X 4 X 3=48
# samples 84
** MAII scorelog2(8/175*10)=-1.12928301694497
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(4/48*10)=-0.263034405833794
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: ZNRF2 [Title/Abstract] AND ARMC10 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: ZNRF2 [Title/Abstract] AND ARMC10 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)ZNRF2(30363353)-ARMC10(102724129), # samples:2
Anticipated loss of major functional domain due to fusion event.ZNRF2-ARMC10 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.
ZNRF2-ARMC10 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.
ZNRF2-ARMC10 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.
ZNRF2-ARMC10 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/chr7:30363353/chr7:102724129)
- 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 ZNRF2 (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 ARMC10 (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)
ENST00000323037ZNRF2chr730363353+ENST00000425331ARMC10chr7102724129+352816169042331475
ENST00000323037ZNRF2chr730363353+ENST00000541300ARMC10chr7102724129+335116169042154416
ENST00000323037ZNRF2chr730363353+ENST00000428183ARMC10chr7102724129+342516169042226440
ENST00000323037ZNRF2chr730363353+ENST00000441711ARMC10chr7102724129+360916169042403499
ENST00000323037ZNRF2chr730363353+ENST00000454559ARMC10chr7102724129+343216169042226440
ENST00000323037ZNRF2chr730363353+ENST00000323716ARMC10chr7102724129+360916169042403499

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
ENST00000323037ENST00000425331ZNRF2chr730363353+ARMC10chr7102724129+0.0014409010.99855906
ENST00000323037ENST00000541300ZNRF2chr730363353+ARMC10chr7102724129+0.0018634160.9981365
ENST00000323037ENST00000428183ZNRF2chr730363353+ARMC10chr7102724129+0.0019285510.9980715
ENST00000323037ENST00000441711ZNRF2chr730363353+ARMC10chr7102724129+0.0011744260.9988256
ENST00000323037ENST00000454559ZNRF2chr730363353+ARMC10chr7102724129+0.0019066920.9980933
ENST00000323037ENST00000323716ZNRF2chr730363353+ARMC10chr7102724129+0.0011744260.9988256

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 ZNRF2-ARMC10

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
ZNRF2chr730363353ARMC10chr71027241291616235LHLVMCLTKPRITYNEDLTDGSYDDV

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Potential FusionNeoAntigen Information of ZNRF2-ARMC10 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.
ZNRF2-ARMC10_30363353_102724129.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)
ZNRF2-ARMC10chr730363353chr71027241291616HLA-B15:01CLTKPRITY0.9780.8813514
ZNRF2-ARMC10chr730363353chr71027241291616HLA-B15:25CLTKPRITY0.87130.8832514
ZNRF2-ARMC10chr730363353chr71027241291616HLA-B15:02CLTKPRITY0.80670.8912514
ZNRF2-ARMC10chr730363353chr71027241291616HLA-B15:25MCLTKPRITY0.95520.8717414
ZNRF2-ARMC10chr730363353chr71027241291616HLA-B15:02MCLTKPRITY0.92250.8828414
ZNRF2-ARMC10chr730363353chr71027241291616HLA-C15:04LTKPRITY0.99580.7747614
ZNRF2-ARMC10chr730363353chr71027241291616HLA-C12:12LTKPRITY0.98960.8936614
ZNRF2-ARMC10chr730363353chr71027241291616HLA-C12:04LTKPRITY0.96310.9815614
ZNRF2-ARMC10chr730363353chr71027241291616HLA-B15:07CLTKPRITY0.96520.6518514
ZNRF2-ARMC10chr730363353chr71027241291616HLA-B15:21CLTKPRITY0.790.8729514
ZNRF2-ARMC10chr730363353chr71027241291616HLA-B15:04CLTKPRITY0.60490.9148514
ZNRF2-ARMC10chr730363353chr71027241291616HLA-B15:05CLTKPRITY0.57160.8215514
ZNRF2-ARMC10chr730363353chr71027241291616HLA-B15:31CLTKPRITY0.49230.8288514
ZNRF2-ARMC10chr730363353chr71027241291616HLA-B15:07MCLTKPRITY0.95390.597414
ZNRF2-ARMC10chr730363353chr71027241291616HLA-C15:09LTKPRITY0.99580.7747614
ZNRF2-ARMC10chr730363353chr71027241291616HLA-C16:04LTKPRITY0.98640.9534614
ZNRF2-ARMC10chr730363353chr71027241291616HLA-C16:02LTKPRITY0.9390.9721614
ZNRF2-ARMC10chr730363353chr71027241291616HLA-C16:01LTKPRITY0.92940.9502614
ZNRF2-ARMC10chr730363353chr71027241291616HLA-B15:50CLTKPRITY0.98380.9128514
ZNRF2-ARMC10chr730363353chr71027241291616HLA-B15:135CLTKPRITY0.97880.8883514
ZNRF2-ARMC10chr730363353chr71027241291616HLA-B15:27CLTKPRITY0.97880.8902514
ZNRF2-ARMC10chr730363353chr71027241291616HLA-B15:33CLTKPRITY0.9780.8813514
ZNRF2-ARMC10chr730363353chr71027241291616HLA-B15:125CLTKPRITY0.9780.8813514
ZNRF2-ARMC10chr730363353chr71027241291616HLA-B15:34CLTKPRITY0.9780.8813514
ZNRF2-ARMC10chr730363353chr71027241291616HLA-B15:35CLTKPRITY0.95850.8599514
ZNRF2-ARMC10chr730363353chr71027241291616HLA-B15:12CLTKPRITY0.94080.8611514
ZNRF2-ARMC10chr730363353chr71027241291616HLA-B15:39CLTKPRITY0.87040.7923514
ZNRF2-ARMC10chr730363353chr71027241291616HLA-B15:20CLTKPRITY0.58130.8798514
ZNRF2-ARMC10chr730363353chr71027241291616HLA-B15:35MCLTKPRITY0.94570.8044414

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Potential FusionNeoAntigen Information of ZNRF2-ARMC10 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.
ZNRF2-ARMC10_30363353_102724129.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)
ZNRF2-ARMC10chr730363353chr71027241291616DRB1-0409KPRITYNEDLTDGSY823
ZNRF2-ARMC10chr730363353chr71027241291616DRB1-0409TKPRITYNEDLTDGS722
ZNRF2-ARMC10chr730363353chr71027241291616DRB1-0411KPRITYNEDLTDGSY823
ZNRF2-ARMC10chr730363353chr71027241291616DRB1-0411TKPRITYNEDLTDGS722
ZNRF2-ARMC10chr730363353chr71027241291616DRB1-0411LTKPRITYNEDLTDG621
ZNRF2-ARMC10chr730363353chr71027241291616DRB1-0417KPRITYNEDLTDGSY823
ZNRF2-ARMC10chr730363353chr71027241291616DRB1-0417TKPRITYNEDLTDGS722
ZNRF2-ARMC10chr730363353chr71027241291616DRB1-0422KPRITYNEDLTDGSY823
ZNRF2-ARMC10chr730363353chr71027241291616DRB1-0422TKPRITYNEDLTDGS722
ZNRF2-ARMC10chr730363353chr71027241291616DRB1-0462KPRITYNEDLTDGSY823
ZNRF2-ARMC10chr730363353chr71027241291616DRB1-0462TKPRITYNEDLTDGS722
ZNRF2-ARMC10chr730363353chr71027241291616DRB1-0467KPRITYNEDLTDGSY823
ZNRF2-ARMC10chr730363353chr71027241291616DRB1-0467TKPRITYNEDLTDGS722
ZNRF2-ARMC10chr730363353chr71027241291616DRB1-0467LTKPRITYNEDLTDG621
ZNRF2-ARMC10chr730363353chr71027241291616DRB1-0467PRITYNEDLTDGSYD924
ZNRF2-ARMC10chr730363353chr71027241291616DRB1-0491KPRITYNEDLTDGSY823
ZNRF2-ARMC10chr730363353chr71027241291616DRB1-0491TKPRITYNEDLTDGS722
ZNRF2-ARMC10chr730363353chr71027241291616DRB1-0491LTKPRITYNEDLTDG621
ZNRF2-ARMC10chr730363353chr71027241291616DRB1-1394KPRITYNEDLTDGSY823
ZNRF2-ARMC10chr730363353chr71027241291616DRB1-1394TKPRITYNEDLTDGS722
ZNRF2-ARMC10chr730363353chr71027241291616DRB1-1457KPRITYNEDLTDGSY823
ZNRF2-ARMC10chr730363353chr71027241291616DRB3-0204KPRITYNEDLTDGSY823
ZNRF2-ARMC10chr730363353chr71027241291616DRB3-0204TKPRITYNEDLTDGS722

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Fusion breakpoint peptide structures of ZNRF2-ARMC10

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
5708LTKPRITYNEDLTDZNRF2ARMC10chr730363353chr71027241291616

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of ZNRF2-ARMC10

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-B14:023BVN5708LTKPRITYNEDLTD-7.15543-7.26883
HLA-B14:023BVN5708LTKPRITYNEDLTD-4.77435-5.80965
HLA-B52:013W395708LTKPRITYNEDLTD-6.80875-6.92215
HLA-B52:013W395708LTKPRITYNEDLTD-4.20386-5.23916
HLA-A11:014UQ25708LTKPRITYNEDLTD-7.5194-8.5547
HLA-A11:014UQ25708LTKPRITYNEDLTD-6.9601-7.0735
HLA-A24:025HGA5708LTKPRITYNEDLTD-7.52403-7.63743
HLA-A24:025HGA5708LTKPRITYNEDLTD-5.82433-6.85963
HLA-B27:056PYJ5708LTKPRITYNEDLTD-3.28285-4.31815
HLA-B44:053DX85708LTKPRITYNEDLTD-5.91172-6.94702
HLA-B44:053DX85708LTKPRITYNEDLTD-4.24346-4.35686

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Vaccine Design for the FusionNeoAntigens of ZNRF2-ARMC10

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
ZNRF2-ARMC10chr730363353chr7102724129414MCLTKPRITYTAACAAAGCCACGAATAACCTATAATGAAG
ZNRF2-ARMC10chr730363353chr7102724129514CLTKPRITYCAAAGCCACGAATAACCTATAATGAAG
ZNRF2-ARMC10chr730363353chr7102724129614LTKPRITYAGCCACGAATAACCTATAATGAAG

check button mRNA and peptide sequences of FusionNeoAntigens that have potential interaction with HLA-IIs.
Fusion geneHchrHbpTchrTbpStart in +/-13AAEnd in +/-13AAFusionNeoAntigen peptideFusionNEoAntigen RNA sequence
ZNRF2-ARMC10chr730363353chr7102724129621LTKPRITYNEDLTDGAGCCACGAATAACCTATAATGAAGACTTAACTGATGGTTCATATG
ZNRF2-ARMC10chr730363353chr7102724129722TKPRITYNEDLTDGSCACGAATAACCTATAATGAAGACTTAACTGATGGTTCATATGATG
ZNRF2-ARMC10chr730363353chr7102724129823KPRITYNEDLTDGSYGAATAACCTATAATGAAGACTTAACTGATGGTTCATATGATGATG
ZNRF2-ARMC10chr730363353chr7102724129924PRITYNEDLTDGSYDTAACCTATAATGAAGACTTAACTGATGGTTCATATGATGATGTTC

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Information of the samples that have these potential fusion neoantigens of ZNRF2-ARMC10

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
STADZNRF2-ARMC10chr730363353ENST00000323037chr7102724129ENST00000323716TCGA-FP-8631-01A

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Potential target of CAR-T therapy development for ZNRF2-ARMC10

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 ZNRF2-ARMC10

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 ZNRF2-ARMC10

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