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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:SLC35F2-PIWIL4

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: SLC35F2-PIWIL4
FusionPDB ID: 83013
FusionGDB2.0 ID: 83013
HgeneTgene
Gene symbol

SLC35F2

PIWIL4

Gene ID

54733

143689

Gene namesolute carrier family 35 member F2piwi like RNA-mediated gene silencing 4
SynonymsHSNOV1HIWI2|MIWI2
Cytomap

11q22.3

11q21

Type of geneprotein-codingprotein-coding
Descriptionsolute carrier family 35 member F2lung squamous cell cancer related protein LSCC-3piwi-like protein 4piwi-like 4testis tissue sperm-binding protein Li 85P
Modification date2020031320200313
UniProtAcc..
Ensembl transtripts involved in fusion geneENST idsENST00000429869, ENST00000525071, 
ENST00000525815, ENST00000265836, 
ENST00000375682, 
ENST00000537419, 
ENST00000299001, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score6 X 5 X 5=1502 X 1 X 2=4
# samples 52
** MAII scorelog2(5/150*10)=-1.58496250072116
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(2/4*10)=2.32192809488736
Fusion gene context

PubMed: SLC35F2 [Title/Abstract] AND PIWIL4 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: SLC35F2 [Title/Abstract] AND PIWIL4 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)SLC35F2(107729384)-PIWIL4(94340605), # samples:2
Anticipated loss of major functional domain due to fusion event.SLC35F2-PIWIL4 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.
SLC35F2-PIWIL4 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.
SLC35F2-PIWIL4 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.
SLC35F2-PIWIL4 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.
SLC35F2-PIWIL4 seems lost the major protein functional domain in Hgene partner, which is a IUPHAR drug target due to the frame-shifted ORF.
SLC35F2-PIWIL4 seems lost the major protein functional domain in Tgene partner, which is a epigenetic factor due to the frame-shifted 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/chr11:107729384/chr11:94340605)
- 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 SLC35F2 (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 PIWIL4 (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)
ENST00000525815SLC35F2chr11107729384-ENST00000299001PIWIL4chr1194340605+18815312371451404

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
ENST00000525815ENST00000299001SLC35F2chr11107729384-PIWIL4chr1194340605+0.0010700740.9989299

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 SLC35F2-PIWIL4

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
SLC35F2chr11107729384PIWIL4chr119434060553198QPAAQDKRQTLHLVMCILPSNQKTYY

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Potential FusionNeoAntigen Information of SLC35F2-PIWIL4 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.
SLC35F2-PIWIL4_107729384_94340605.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)
SLC35F2-PIWIL4chr11107729384chr1194340605531HLA-B15:03RQTLHLVM0.94460.7754715
SLC35F2-PIWIL4chr11107729384chr1194340605531HLA-B27:05KRQTLHLVM0.99990.7724615
SLC35F2-PIWIL4chr11107729384chr1194340605531HLA-B27:04KRQTLHLVM0.99990.6055615
SLC35F2-PIWIL4chr11107729384chr1194340605531HLA-B14:01KRQTLHLVM0.98270.6108615
SLC35F2-PIWIL4chr11107729384chr1194340605531HLA-B14:02KRQTLHLVM0.98270.6108615
SLC35F2-PIWIL4chr11107729384chr1194340605531HLA-B27:14KRQTLHLVM0.99990.6807615
SLC35F2-PIWIL4chr11107729384chr1194340605531HLA-B27:03KRQTLHLVM0.99690.7979615
SLC35F2-PIWIL4chr11107729384chr1194340605531HLA-C07:13KRQTLHLVM0.99360.8252615
SLC35F2-PIWIL4chr11107729384chr1194340605531HLA-C07:05KRQTLHLVM0.99330.9225615
SLC35F2-PIWIL4chr11107729384chr1194340605531HLA-C07:46KRQTLHLVM0.9930.765615
SLC35F2-PIWIL4chr11107729384chr1194340605531HLA-C07:29KRQTLHLVM0.99230.883615
SLC35F2-PIWIL4chr11107729384chr1194340605531HLA-C07:80KRQTLHLVM0.99060.8804615
SLC35F2-PIWIL4chr11107729384chr1194340605531HLA-C07:67KRQTLHLVM0.99060.8804615
SLC35F2-PIWIL4chr11107729384chr1194340605531HLA-C07:10KRQTLHLVM0.99060.9028615
SLC35F2-PIWIL4chr11107729384chr1194340605531HLA-C07:27KRQTLHLVM0.98730.9043615
SLC35F2-PIWIL4chr11107729384chr1194340605531HLA-B39:12KRQTLHLVM0.9790.6976615
SLC35F2-PIWIL4chr11107729384chr1194340605531HLA-B14:03KRQTLHLVM0.56640.5066615
SLC35F2-PIWIL4chr11107729384chr1194340605531HLA-C12:16KRQTLHLVM0.23430.9071615
SLC35F2-PIWIL4chr11107729384chr1194340605531HLA-B27:08KRQTLHLVM0.99990.6001615
SLC35F2-PIWIL4chr11107729384chr1194340605531HLA-B27:10KRQTLHLVM0.99990.7523615
SLC35F2-PIWIL4chr11107729384chr1194340605531HLA-B27:06KRQTLHLVM0.99980.5964615
SLC35F2-PIWIL4chr11107729384chr1194340605531HLA-B27:09KRQTLHLVM0.99950.7218615
SLC35F2-PIWIL4chr11107729384chr1194340605531HLA-C07:02KRQTLHLVM0.99060.8804615
SLC35F2-PIWIL4chr11107729384chr1194340605531HLA-C07:17KRQTLHLVM0.98580.9189615
SLC35F2-PIWIL4chr11107729384chr1194340605531HLA-B39:31KRQTLHLVM0.97160.6923615
SLC35F2-PIWIL4chr11107729384chr1194340605531HLA-C06:08KRQTLHLVM0.96050.9753615
SLC35F2-PIWIL4chr11107729384chr1194340605531HLA-C07:22KRQTLHLVM0.89040.5044615
SLC35F2-PIWIL4chr11107729384chr1194340605531HLA-C07:04KRQTLHLVM0.87750.8992615
SLC35F2-PIWIL4chr11107729384chr1194340605531HLA-C06:06KRQTLHLVM0.48360.966615
SLC35F2-PIWIL4chr11107729384chr1194340605531HLA-C06:02KRQTLHLVM0.24650.981615
SLC35F2-PIWIL4chr11107729384chr1194340605531HLA-C06:17KRQTLHLVM0.24650.981615

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Potential FusionNeoAntigen Information of SLC35F2-PIWIL4 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 SLC35F2-PIWIL4

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
4575KRQTLHLVMCILPSSLC35F2PIWIL4chr11107729384chr1194340605531

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of SLC35F2-PIWIL4

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-B14:023BVN4575KRQTLHLVMCILPS-7.15543-7.26883
HLA-B14:023BVN4575KRQTLHLVMCILPS-4.77435-5.80965
HLA-B52:013W394575KRQTLHLVMCILPS-6.80875-6.92215
HLA-B52:013W394575KRQTLHLVMCILPS-4.20386-5.23916
HLA-A11:014UQ24575KRQTLHLVMCILPS-7.5194-8.5547
HLA-A11:014UQ24575KRQTLHLVMCILPS-6.9601-7.0735
HLA-A24:025HGA4575KRQTLHLVMCILPS-7.52403-7.63743
HLA-A24:025HGA4575KRQTLHLVMCILPS-5.82433-6.85963
HLA-B27:056PYJ4575KRQTLHLVMCILPS-3.28285-4.31815
HLA-B44:053DX84575KRQTLHLVMCILPS-5.91172-6.94702
HLA-B44:053DX84575KRQTLHLVMCILPS-4.24346-4.35686

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Vaccine Design for the FusionNeoAntigens of SLC35F2-PIWIL4

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
SLC35F2-PIWIL4chr11107729384chr1194340605615KRQTLHLVMAAAAGGCAAACTCTTCACCTGGTAATG
SLC35F2-PIWIL4chr11107729384chr1194340605715RQTLHLVMAGGCAAACTCTTCACCTGGTAATG

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 SLC35F2-PIWIL4

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
SKCMSLC35F2-PIWIL4chr11107729384ENST00000525815chr1194340605ENST00000299001TCGA-D9-A4Z3-01A

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Potential target of CAR-T therapy development for SLC35F2-PIWIL4

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 SLC35F2-PIWIL4

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 SLC35F2-PIWIL4

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