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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:THSD4-ALDH1A2

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: THSD4-ALDH1A2
FusionPDB ID: 90760
FusionGDB2.0 ID: 90760
HgeneTgene
Gene symbol

THSD4

ALDH1A2

Gene ID

79875

8854

Gene namethrombospondin type 1 domain containing 4aldehyde dehydrogenase 1 family member A2
SynonymsADAMTSL-6|ADAMTSL6|FVSY9334|PRO34005RALDH(II)|RALDH2|RALDH2-T
Cytomap

15q23

15q21.3

Type of geneprotein-codingprotein-coding
Descriptionthrombospondin type-1 domain-containing protein 4A disintegrin and metalloproteinase with thrombospondin motifs-like protein 6ADAMTS-like protein 6thrombospondin, type I, domain containing 4retinal dehydrogenase 2RALDH 2retinaldehyde-specific dehydrogenase type 2
Modification date2020031320200313
UniProtAcc.

O94788

Main function of 5'-partner protein: FUNCTION: Converts retinaldehyde to retinoic acid (PubMed:29240402). Recognizes as substrates free retinal and cellular retinol-binding protein-bound retinal. Can metabolize octanal and decanal, but has only very low activity with benzaldehyde, acetaldehyde and propanal. Displays complete lack of activity with citral (By similarity). {ECO:0000250|UniProtKB:Q63639, ECO:0000269|PubMed:29240402}.
Ensembl transtripts involved in fusion geneENST idsENST00000261862, ENST00000355327, 
ENST00000357769, ENST00000567838, 
ENST00000559517, ENST00000559579, 
ENST00000249750, ENST00000347587, 
ENST00000537372, ENST00000558231, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score21 X 27 X 8=45367 X 7 X 5=245
# samples 317
** MAII scorelog2(31/4536*10)=-3.87108051966799
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(7/245*10)=-1.8073549220576
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: THSD4 [Title/Abstract] AND ALDH1A2 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: THSD4 [Title/Abstract] AND ALDH1A2 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)THSD4(71704162)-ALDH1A2(58306479), # samples:3
Anticipated loss of major functional domain due to fusion event.THSD4-ALDH1A2 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.
THSD4-ALDH1A2 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.
THSD4-ALDH1A2 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.
THSD4-ALDH1A2 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
TgeneALDH1A2

GO:0002138

retinoic acid biosynthetic process

29240402

TgeneALDH1A2

GO:0008285

negative regulation of cell proliferation

16166285

TgeneALDH1A2

GO:0034097

response to cytokine

18495959

TgeneALDH1A2

GO:0051289

protein homotetramerization

29240402



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/chr15:71704162/chr15:58306479)
- 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 THSD4 (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 ALDH1A2 (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)
ENST00000355327THSD4chr1571704162+ENST00000249750ALDH1A2chr1558306479-449912861342725863
ENST00000355327THSD4chr1571704162+ENST00000347587ALDH1A2chr1558306479-437812861342611825
ENST00000355327THSD4chr1571704162+ENST00000537372ALDH1A2chr1558306479-410312861342725863
ENST00000355327THSD4chr1571704162+ENST00000558231ALDH1A2chr1558306479-286012861342725863
ENST00000261862THSD4chr1571704162+ENST00000249750ALDH1A2chr1558306479-44441231792670863
ENST00000261862THSD4chr1571704162+ENST00000347587ALDH1A2chr1558306479-43231231792556825
ENST00000261862THSD4chr1571704162+ENST00000537372ALDH1A2chr1558306479-40481231792670863
ENST00000261862THSD4chr1571704162+ENST00000558231ALDH1A2chr1558306479-28051231792670863
ENST00000355327THSD4chr1571704161+ENST00000249750ALDH1A2chr1558306478-449912861342725863
ENST00000355327THSD4chr1571704161+ENST00000347587ALDH1A2chr1558306478-437812861342611825
ENST00000355327THSD4chr1571704161+ENST00000537372ALDH1A2chr1558306478-410312861342725863
ENST00000355327THSD4chr1571704161+ENST00000558231ALDH1A2chr1558306478-286012861342725863
ENST00000261862THSD4chr1571704161+ENST00000249750ALDH1A2chr1558306478-44441231792670863
ENST00000261862THSD4chr1571704161+ENST00000347587ALDH1A2chr1558306478-43231231792556825
ENST00000261862THSD4chr1571704161+ENST00000537372ALDH1A2chr1558306478-40481231792670863
ENST00000261862THSD4chr1571704161+ENST00000558231ALDH1A2chr1558306478-28051231792670863

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
ENST00000355327ENST00000249750THSD4chr1571704162+ALDH1A2chr1558306479-0.0014045920.9985954
ENST00000355327ENST00000347587THSD4chr1571704162+ALDH1A2chr1558306479-0.0017919650.99820805
ENST00000355327ENST00000537372THSD4chr1571704162+ALDH1A2chr1558306479-0.0020607080.9979393
ENST00000355327ENST00000558231THSD4chr1571704162+ALDH1A2chr1558306479-0.0036865970.9963134
ENST00000261862ENST00000249750THSD4chr1571704162+ALDH1A2chr1558306479-0.0013178990.9986821
ENST00000261862ENST00000347587THSD4chr1571704162+ALDH1A2chr1558306479-0.0016731210.99832684
ENST00000261862ENST00000537372THSD4chr1571704162+ALDH1A2chr1558306479-0.0019315290.9980685
ENST00000261862ENST00000558231THSD4chr1571704162+ALDH1A2chr1558306479-0.003422670.9965773
ENST00000355327ENST00000249750THSD4chr1571704161+ALDH1A2chr1558306478-0.0014045920.9985954
ENST00000355327ENST00000347587THSD4chr1571704161+ALDH1A2chr1558306478-0.0017919650.99820805
ENST00000355327ENST00000537372THSD4chr1571704161+ALDH1A2chr1558306478-0.0020607080.9979393
ENST00000355327ENST00000558231THSD4chr1571704161+ALDH1A2chr1558306478-0.0036865970.9963134
ENST00000261862ENST00000249750THSD4chr1571704161+ALDH1A2chr1558306478-0.0013178990.9986821
ENST00000261862ENST00000347587THSD4chr1571704161+ALDH1A2chr1558306478-0.0016731210.99832684
ENST00000261862ENST00000537372THSD4chr1571704161+ALDH1A2chr1558306478-0.0019315290.9980685
ENST00000261862ENST00000558231THSD4chr1571704161+ALDH1A2chr1558306478-0.003422670.9965773

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 THSD4-ALDH1A2

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
THSD4chr1571704161ALDH1A2chr15583064781231384QNGTAICVSGQCKIFINNEWQNSESG
THSD4chr1571704161ALDH1A2chr15583064781286384QNGTAICVSGQCKIFINNEWQNSESG
THSD4chr1571704162ALDH1A2chr15583064791231384QNGTAICVSGQCKIFINNEWQNSESG
THSD4chr1571704162ALDH1A2chr15583064791286384QNGTAICVSGQCKIFINNEWQNSESG

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Potential FusionNeoAntigen Information of THSD4-ALDH1A2 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.
THSD4-ALDH1A2_71704161_58306478.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)
THSD4-ALDH1A2chr1571704161chr15583064781231HLA-B58:01KIFINNEW0.99720.83031220
THSD4-ALDH1A2chr1571704161chr15583064781231HLA-A32:01KIFINNEW0.9970.93961220
THSD4-ALDH1A2chr1571704161chr15583064781231HLA-B15:24GQCKIFINNEW0.99950.798920

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Potential FusionNeoAntigen Information of THSD4-ALDH1A2 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 THSD4-ALDH1A2

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
969CVSGQCKIFINNEWTHSD4ALDH1A2chr1571704161chr15583064781231

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of THSD4-ALDH1A2

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-B14:023BVN969CVSGQCKIFINNEW-5.95172-6.14372
HLA-B14:023BVN969CVSGQCKIFINNEW-4.43083-5.19183
HLA-B52:013W39969CVSGQCKIFINNEW-5.98389-6.17589
HLA-B52:013W39969CVSGQCKIFINNEW-5.53099-6.29199
HLA-A24:025HGA969CVSGQCKIFINNEW-7.27986-8.04086
HLA-A24:025HGA969CVSGQCKIFINNEW-6.07183-6.26383
HLA-B27:056PYJ969CVSGQCKIFINNEW-7.10155-7.29355
HLA-B44:053DX8969CVSGQCKIFINNEW-7.19046-7.38246
HLA-B44:053DX8969CVSGQCKIFINNEW-5.22971-5.99071
HLA-A02:016TDR969CVSGQCKIFINNEW-6.43696-6.62896
HLA-A02:016TDR969CVSGQCKIFINNEW-3.84852-4.60952

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Vaccine Design for the FusionNeoAntigens of THSD4-ALDH1A2

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
THSD4-ALDH1A2chr1571704161chr15583064781220KIFINNEWAAGATCTTTATAAACAACGAGTGG
THSD4-ALDH1A2chr1571704161chr1558306478920GQCKIFINNEWGGGCAGTGCAAGATCTTTATAAACAACGAGTGG

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 THSD4-ALDH1A2

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
BRCATHSD4-ALDH1A2chr1571704161ENST00000261862chr1558306478ENST00000249750TCGA-AO-A03P-01A

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Potential target of CAR-T therapy development for THSD4-ALDH1A2

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 THSD4-ALDH1A2

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 THSD4-ALDH1A2

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