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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:ATAD2-PODXL

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: ATAD2-PODXL
FusionPDB ID: 7354
FusionGDB2.0 ID: 7354
HgeneTgene
Gene symbol

ATAD2

PODXL

Gene ID

29028

5420

Gene nameATPase family AAA domain containing 2podocalyxin like
SynonymsANCCA|CT137|PRO2000Gp200|PC|PCLP|PCLP-1
Cytomap

8q24.13

7q32.3

Type of geneprotein-codingprotein-coding
DescriptionATPase family AAA domain-containing protein 2AAA nuclear coregulator cancer-associated proteinpodocalyxinGCTM-2 antigenpodocalyxin-like protein 1
Modification date2020032220200329
UniProtAcc

Q9ULI0

Main function of 5'-partner protein:
.
Ensembl transtripts involved in fusion geneENST idsENST00000287394, ENST00000521903, 
ENST00000534257, 
ENST00000465001, 
ENST00000322985, ENST00000378555, 
ENST00000537928, ENST00000541194, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score18 X 16 X 9=25925 X 4 X 3=60
# samples 226
** MAII scorelog2(22/2592*10)=-3.55849028935997
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(6/60*10)=0
Fusion gene context

PubMed: ATAD2 [Title/Abstract] AND PODXL [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: ATAD2 [Title/Abstract] AND PODXL [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)ATAD2(124351551)-PODXL(131196192), # samples:3
Anticipated loss of major functional domain due to fusion event.ATAD2-PODXL 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.
ATAD2-PODXL 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.
ATAD2-PODXL 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.
ATAD2-PODXL 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.
ATAD2-PODXL seems lost the major protein functional domain in Hgene partner, which is a epigenetic factor due to the frame-shifted ORF.
ATAD2-PODXL seems lost the major protein functional domain in Hgene partner, which is a essential gene due to the frame-shifted ORF.
ATAD2-PODXL seems lost the major protein functional domain in Hgene partner, which is a IUPHAR drug target 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
HgeneATAD2

GO:0045893

positive regulation of transcription, DNA-templated

17998543

TgenePODXL

GO:0030335

positive regulation of cell migration

18456258

TgenePODXL

GO:0033634

positive regulation of cell-cell adhesion mediated by integrin

18456258



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/chr8:124351551/chr7:131196192)
- 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 ATAD2 (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 PODXL (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)
ENST00000287394ATAD2chr8124351551-ENST00000541194PODXLchr7131196192-8592296210845441478
ENST00000287394ATAD2chr8124351551-ENST00000537928PODXLchr7131196192-8490296210844421444
ENST00000287394ATAD2chr8124351551-ENST00000378555PODXLchr7131196192-4719296210845381476
ENST00000287394ATAD2chr8124351551-ENST00000322985PODXLchr7131196192-4623296210844421444
ENST00000287394ATAD2chr8124351550-ENST00000541194PODXLchr7131196192-8592296210845441478
ENST00000287394ATAD2chr8124351550-ENST00000537928PODXLchr7131196192-8490296210844421444
ENST00000287394ATAD2chr8124351550-ENST00000378555PODXLchr7131196192-4719296210845381476
ENST00000287394ATAD2chr8124351550-ENST00000322985PODXLchr7131196192-4623296210844421444

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
ENST00000287394ENST00000541194ATAD2chr8124351551-PODXLchr7131196192-0.0006048540.99939513
ENST00000287394ENST00000537928ATAD2chr8124351551-PODXLchr7131196192-0.0011306510.99886936
ENST00000287394ENST00000378555ATAD2chr8124351551-PODXLchr7131196192-0.002416740.99758327
ENST00000287394ENST00000322985ATAD2chr8124351551-PODXLchr7131196192-0.0028616180.9971384
ENST00000287394ENST00000541194ATAD2chr8124351550-PODXLchr7131196192-0.0006048540.99939513
ENST00000287394ENST00000537928ATAD2chr8124351550-PODXLchr7131196192-0.0011306510.99886936
ENST00000287394ENST00000378555ATAD2chr8124351550-PODXLchr7131196192-0.002416740.99758327
ENST00000287394ENST00000322985ATAD2chr8124351550-PODXLchr7131196192-0.0028616180.9971384

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 ATAD2-PODXL

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
ATAD2chr8124351550PODXLchr713119619229621152PGYTFTSPGMTTTLLETVFHHVSQAG
ATAD2chr8124351550PODXLchr713119619229621154PGYTFTSPGMTTTLLETVFHHVSQAG
ATAD2chr8124351550PODXLchr71311961922962255ESSEEGEDQEHEDDGEDEDDEDDDDD
ATAD2chr8124351551PODXLchr713119619229621152PGYTFTSPGMTTTLLETVFHHVSQAG
ATAD2chr8124351551PODXLchr713119619229621154PGYTFTSPGMTTTLLETVFHHVSQAG
ATAD2chr8124351551PODXLchr71311961922962255ESSEEGEDQEHEDDGEDEDDEDDDDD

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Potential FusionNeoAntigen Information of ATAD2-PODXL 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 ATAD2-PODXL 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 ATAD2-PODXL

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 ATAD2-PODXL

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 ATAD2-PODXL

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 ATAD2-PODXL

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 ATAD2-PODXL

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
TgenePODXLchr8:124351550chr7:131196192ENST0000032298508462_4820527.0TransmembraneHelical
TgenePODXLchr8:124351550chr7:131196192ENST0000037855509462_4820559.0TransmembraneHelical
TgenePODXLchr8:124351551chr7:131196192ENST0000032298508462_4820527.0TransmembraneHelical
TgenePODXLchr8:124351551chr7:131196192ENST0000037855509462_4820559.0TransmembraneHelical

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 ATAD2-PODXL

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 ATAD2-PODXL

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