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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:PTK2-AGO2

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: PTK2-AGO2
FusionPDB ID: 70019
FusionGDB2.0 ID: 70019
HgeneTgene
Gene symbol

PTK2

AGO2

Gene ID

5747

27161

Gene nameprotein tyrosine kinase 2argonaute RISC catalytic component 2
SynonymsFADK|FAK|FAK1|FRNK|PPP1R71|p125FAK|pp125FAKCASC7|EIF2C2|LINC00980|PPD|Q10
Cytomap

8q24.3

8q24.3

Type of geneprotein-codingprotein-coding
Descriptionfocal adhesion kinase 1FADK 1FAK-related non-kinase polypeptidePTK2 protein tyrosine kinase 2focal adhesion kinase isoform FAK-Del33focal adhesion kinase-related nonkinaseprotein phosphatase 1 regulatory subunit 71protein argonaute-2PAZ Piwi domain proteinargonaute 2, RISC catalytic componentcancer susceptibility candidate 7cancer susceptibility candidate 7 (non-protein coding)eukaryotic translation initiation factor 2C, 2long intergenic non-protein coding RN
Modification date2020032720200327
UniProtAcc.

Q9UKV8

Main function of 5'-partner protein: FUNCTION: Required for RNA-mediated gene silencing (RNAi) by the RNA-induced silencing complex (RISC). The 'minimal RISC' appears to include AGO2 bound to a short guide RNA such as a microRNA (miRNA) or short interfering RNA (siRNA). These guide RNAs direct RISC to complementary mRNAs that are targets for RISC-mediated gene silencing. The precise mechanism of gene silencing depends on the degree of complementarity between the miRNA or siRNA and its target. Binding of RISC to a perfectly complementary mRNA generally results in silencing due to endonucleolytic cleavage of the mRNA specifically by AGO2. Binding of RISC to a partially complementary mRNA results in silencing through inhibition of translation, and this is independent of endonuclease activity. May inhibit translation initiation by binding to the 7-methylguanosine cap, thereby preventing the recruitment of the translation initiation factor eIF4-E. May also inhibit translation initiation via interaction with EIF6, which itself binds to the 60S ribosomal subunit and prevents its association with the 40S ribosomal subunit. The inhibition of translational initiation leads to the accumulation of the affected mRNA in cytoplasmic processing bodies (P-bodies), where mRNA degradation may subsequently occur. In some cases RISC-mediated translational repression is also observed for miRNAs that perfectly match the 3' untranslated region (3'-UTR). Can also up-regulate the translation of specific mRNAs under certain growth conditions. Binds to the AU element of the 3'-UTR of the TNF (TNF-alpha) mRNA and up-regulates translation under conditions of serum starvation. Also required for transcriptional gene silencing (TGS), in which short RNAs known as antigene RNAs or agRNAs direct the transcriptional repression of complementary promoter regions. {ECO:0000250|UniProtKB:Q8CJG0, ECO:0000255|HAMAP-Rule:MF_03031, ECO:0000269|PubMed:15105377, ECO:0000269|PubMed:15260970, ECO:0000269|PubMed:15284456, ECO:0000269|PubMed:15337849, ECO:0000269|PubMed:15800637, ECO:0000269|PubMed:16081698, ECO:0000269|PubMed:16142218, ECO:0000269|PubMed:16271387, ECO:0000269|PubMed:16289642, ECO:0000269|PubMed:16357216, ECO:0000269|PubMed:16756390, ECO:0000269|PubMed:16936728, ECO:0000269|PubMed:17382880, ECO:0000269|PubMed:17507929, ECO:0000269|PubMed:17524464, ECO:0000269|PubMed:17531811, ECO:0000269|PubMed:17932509, ECO:0000269|PubMed:18048652, ECO:0000269|PubMed:18178619, ECO:0000269|PubMed:18690212, ECO:0000269|PubMed:18771919, ECO:0000269|PubMed:19167051, ECO:0000269|PubMed:23746446}.
Ensembl transtripts involved in fusion geneENST idsENST00000340930, ENST00000395218, 
ENST00000517887, ENST00000519419, 
ENST00000521059, ENST00000522684, 
ENST00000535192, ENST00000519881, 
ENST00000430260, ENST00000517712, 
ENST00000519465, ENST00000519635, 
ENST00000520151, ENST00000520892, 
ENST00000522950, ENST00000538769, 
ENST00000517293, ENST00000519980, 
ENST00000220592, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score39 X 32 X 15=187205 X 6 X 4=120
# samples 576
** MAII scorelog2(57/18720*10)=-5.03747470541866
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(6/120*10)=-1
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: PTK2 [Title/Abstract] AND AGO2 [Title/Abstract] AND fusion [Title/Abstract]

Germline AGO2 mutations impair RNA interference and human neurological development (pmid: 33199684)
Fusion neoantigen context

PubMed: PTK2 [Title/Abstract] AND AGO2 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)AGO2(141645584)-PTK2(141685598), # samples:3
PTK2(142011224)-AGO2(141595410), # samples:3
Anticipated loss of major functional domain due to fusion event.AGO2-PTK2 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.
AGO2-PTK2 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.
PTK2-AGO2 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.
PTK2-AGO2 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.
PTK2-AGO2 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.
PTK2-AGO2 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.
AGO2-PTK2 seems lost the major protein functional domain in Hgene partner, which is a essential gene due to the frame-shifted ORF.
AGO2-PTK2 seems lost the major protein functional domain in Tgene partner, which is a IUPHAR drug target due to the frame-shifted ORF.
AGO2-PTK2 seems lost the major protein functional domain in Tgene partner, which is a kinase due to the frame-shifted ORF.
PTK2-AGO2 seems lost the major protein functional domain in Hgene partner, which is a IUPHAR drug target due to the frame-shifted ORF.
PTK2-AGO2 seems lost the major protein functional domain in Hgene partner, which is a kinase due to the frame-shifted ORF.
PTK2-AGO2 seems lost the major protein functional domain in Tgene partner, which is a essential gene 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
HgenePTK2

GO:0007179

transforming growth factor beta receptor signaling pathway

24036928

HgenePTK2

GO:0007229

integrin-mediated signaling pathway

24036928

HgenePTK2

GO:0010763

positive regulation of fibroblast migration

26763945

HgenePTK2

GO:0018108

peptidyl-tyrosine phosphorylation

10655584|11331870

HgenePTK2

GO:0022408

negative regulation of cell-cell adhesion

21703394

HgenePTK2

GO:0030335

positive regulation of cell migration

11331870|21703394

HgenePTK2

GO:0033628

regulation of cell adhesion mediated by integrin

10655584

HgenePTK2

GO:0046777

protein autophosphorylation

10655584|11331870

HgenePTK2

GO:0048013

ephrin receptor signaling pathway

10655584

HgenePTK2

GO:0060396

growth hormone receptor signaling pathway

10925297

HgenePTK2

GO:0090303

positive regulation of wound healing

26763945

TgeneAGO2

GO:0010501

RNA secondary structure unwinding

19966796

TgeneAGO2

GO:0031054

pre-miRNA processing

16424907|17671087|18178619|19966796

TgeneAGO2

GO:0035087

siRNA loading onto RISC involved in RNA interference

19966796

TgeneAGO2

GO:0035196

production of miRNAs involved in gene silencing by miRNA

19966796|23661684

TgeneAGO2

GO:0035278

miRNA mediated inhibition of translation

17671087|19801630

TgeneAGO2

GO:0035279

mRNA cleavage involved in gene silencing by miRNA

15260970|17524464

TgeneAGO2

GO:0035280

miRNA loading onto RISC involved in gene silencing by miRNA

18178619|19966796

TgeneAGO2

GO:0045766

positive regulation of angiogenesis

27208409

TgeneAGO2

GO:0045947

negative regulation of translational initiation

17524464|19801630

TgeneAGO2

GO:0090625

mRNA cleavage involved in gene silencing by siRNA

15260970

TgeneAGO2

GO:1905618

positive regulation of miRNA mediated inhibition of translation

23409027



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/chr8:141645584/chr8:141685598)
- 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 PTK2 (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 AGO2 (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)
ENST00000535192PTK2chr8141874411-ENST00000220592AGO2chr8141545668-177148131891286
ENST00000517887PTK2chr8141874411-ENST00000220592AGO2chr8141545668-21788882641298344
ENST00000521059PTK2chr8141874411-ENST00000220592AGO2chr8141545668-19226321011042313

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
ENST00000535192ENST00000220592PTK2chr8141874411-AGO2chr8141545668-0.0044981990.9955018
ENST00000517887ENST00000220592PTK2chr8141874411-AGO2chr8141545668-0.0014204520.9985795
ENST00000521059ENST00000220592PTK2chr8141874411-AGO2chr8141545668-0.0011704140.99882954

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 PTK2-AGO2

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

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Potential FusionNeoAntigen Information of PTK2-AGO2 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.

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)

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Potential FusionNeoAntigen Information of PTK2-AGO2 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 PTK2-AGO2

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.

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of PTK2-AGO2

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

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Vaccine Design for the FusionNeoAntigens of PTK2-AGO2

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

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 PTK2-AGO2

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

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Potential target of CAR-T therapy development for PTK2-AGO2

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 PTK2-AGO2

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 PTK2-AGO2

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