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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:GAS7-USP12

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: GAS7-USP12
FusionPDB ID: 32568
FusionGDB2.0 ID: 32568
HgeneTgene
Gene symbol

GAS7

USP12

Gene ID

8522

219333

Gene namegrowth arrest specific 7ubiquitin specific peptidase 12
Synonyms-UBH1|USP12L1
Cytomap

17p13.1

13q12.13

Type of geneprotein-codingprotein-coding
Descriptiongrowth arrest-specific protein 7ubiquitin carboxyl-terminal hydrolase 12deubiquitinating enzyme 12ubiquitin specific protease 12 like 1ubiquitin thioesterase 12ubiquitin thiolesterase 12ubiquitin-hydrolyzing enzyme 1ubiquitin-specific-processing protease 12
Modification date2020031320200313
UniProtAcc

O60861

Main function of 5'-partner protein: FUNCTION: May play a role in promoting maturation and morphological differentiation of cerebellar neurons.
.
Ensembl transtripts involved in fusion geneENST idsENST00000540214, ENST00000432992, 
ENST00000323816, ENST00000396115, 
ENST00000437099, ENST00000542249, 
ENST00000578655, ENST00000579158, 
ENST00000580865, ENST00000583882, 
ENST00000585266, 
ENST00000282344, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score15 X 14 X 7=14704 X 4 X 3=48
# samples 174
** MAII scorelog2(17/1470*10)=-3.11220950358603
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: GAS7 [Title/Abstract] AND USP12 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: GAS7 [Title/Abstract] AND USP12 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)GAS7(10101525)-USP12(27690733), # samples:1
Anticipated loss of major functional domain due to fusion event.GAS7-USP12 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.
GAS7-USP12 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.
GAS7-USP12 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.
GAS7-USP12 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
TgeneUSP12

GO:0016579

protein deubiquitination

19075014|24145035



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/chr17:10101525/chr13:27690733)
- 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 GAS7 (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 USP12 (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)
ENST00000432992GAS7chr1710101525-ENST00000282344USP12chr1327690733-4536344801408442

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
ENST00000432992ENST00000282344GAS7chr1710101525-USP12chr1327690733-0.0002963670.9997036

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 GAS7-USP12

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
GAS7chr1710101525USP12chr132769073334486GLRGWFPASYVQLLEGANASALEKEI

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Potential FusionNeoAntigen Information of GAS7-USP12 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.
GAS7-USP12_10101525_27690733.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)
GAS7-USP12chr1710101525chr1327690733344HLA-B35:03FPASYVQLL0.99710.8759514
GAS7-USP12chr1710101525chr1327690733344HLA-B35:01FPASYVQLL0.99640.9117514
GAS7-USP12chr1710101525chr1327690733344HLA-B35:08FPASYVQLL0.99530.9253514
GAS7-USP12chr1710101525chr1327690733344HLA-B35:02FPASYVQLL0.990.9551514
GAS7-USP12chr1710101525chr1327690733344HLA-B35:04FPASYVQLL0.990.9551514
GAS7-USP12chr1710101525chr1327690733344HLA-B35:05FPASYVQLL0.98980.5784514
GAS7-USP12chr1710101525chr1327690733344HLA-B14:02FPASYVQLL0.97790.7409514
GAS7-USP12chr1710101525chr1327690733344HLA-B14:01FPASYVQLL0.97790.7409514
GAS7-USP12chr1710101525chr1327690733344HLA-B15:10FPASYVQLL0.9670.5621514
GAS7-USP12chr1710101525chr1327690733344HLA-B39:01FPASYVQLL0.95680.9176514
GAS7-USP12chr1710101525chr1327690733344HLA-B15:37FPASYVQLL0.93370.631514
GAS7-USP12chr1710101525chr1327690733344HLA-B08:01FPASYVQLL0.81380.5383514
GAS7-USP12chr1710101525chr1327690733344HLA-B08:09FPASYVQLL0.72090.5502514
GAS7-USP12chr1710101525chr1327690733344HLA-C03:19FPASYVQLL0.99410.9896514
GAS7-USP12chr1710101525chr1327690733344HLA-C03:08FPASYVQLL0.99360.905514
GAS7-USP12chr1710101525chr1327690733344HLA-B35:12FPASYVQLL0.990.9551514
GAS7-USP12chr1710101525chr1327690733344HLA-C08:03FPASYVQLL0.98450.9875514
GAS7-USP12chr1710101525chr1327690733344HLA-B39:09FPASYVQLL0.97150.6703514
GAS7-USP12chr1710101525chr1327690733344HLA-B51:07FPASYVQLL0.96380.6697514
GAS7-USP12chr1710101525chr1327690733344HLA-C07:13FPASYVQLL0.96150.9247514
GAS7-USP12chr1710101525chr1327690733344HLA-B39:10FPASYVQLL0.95890.9056514
GAS7-USP12chr1710101525chr1327690733344HLA-C08:13FPASYVQLL0.95770.9655514
GAS7-USP12chr1710101525chr1327690733344HLA-C08:04FPASYVQLL0.95770.9655514
GAS7-USP12chr1710101525chr1327690733344HLA-C07:29FPASYVQLL0.93570.9516514
GAS7-USP12chr1710101525chr1327690733344HLA-B42:02FPASYVQLL0.910.534514
GAS7-USP12chr1710101525chr1327690733344HLA-B07:12FPASYVQLL0.89190.5693514
GAS7-USP12chr1710101525chr1327690733344HLA-B42:01FPASYVQLL0.87550.5357514
GAS7-USP12chr1710101525chr1327690733344HLA-C04:06FPASYVQLL0.8710.9361514
GAS7-USP12chr1710101525chr1327690733344HLA-B14:03FPASYVQLL0.85860.7755514
GAS7-USP12chr1710101525chr1327690733344HLA-C04:14FPASYVQLL0.57280.8558514
GAS7-USP12chr1710101525chr1327690733344HLA-C01:30FPASYVQLL0.44430.9618514
GAS7-USP12chr1710101525chr1327690733344HLA-C04:10FPASYVQLL0.08470.7959514
GAS7-USP12chr1710101525chr1327690733344HLA-C04:07FPASYVQLL0.08470.8188514
GAS7-USP12chr1710101525chr1327690733344HLA-C03:05FPASYVQLL0.99760.9378514
GAS7-USP12chr1710101525chr1327690733344HLA-C03:03FPASYVQLL0.99750.9904514
GAS7-USP12chr1710101525chr1327690733344HLA-C03:04FPASYVQLL0.99750.9904514
GAS7-USP12chr1710101525chr1327690733344HLA-B35:23FPASYVQLL0.9970.8939514
GAS7-USP12chr1710101525chr1327690733344HLA-C03:17FPASYVQLL0.99670.9691514
GAS7-USP12chr1710101525chr1327690733344HLA-B35:13FPASYVQLL0.99640.8769514
GAS7-USP12chr1710101525chr1327690733344HLA-B35:77FPASYVQLL0.99640.9117514
GAS7-USP12chr1710101525chr1327690733344HLA-C03:67FPASYVQLL0.99560.9777514
GAS7-USP12chr1710101525chr1327690733344HLA-B35:09FPASYVQLL0.990.9551514
GAS7-USP12chr1710101525chr1327690733344HLA-B35:30FPASYVQLL0.98930.7754514
GAS7-USP12chr1710101525chr1327690733344HLA-B35:17FPASYVQLL0.98930.7754514
GAS7-USP12chr1710101525chr1327690733344HLA-B35:11FPASYVQLL0.98890.9088514
GAS7-USP12chr1710101525chr1327690733344HLA-B35:24FPASYVQLL0.98810.9315514
GAS7-USP12chr1710101525chr1327690733344HLA-B07:13FPASYVQLL0.98620.8497514
GAS7-USP12chr1710101525chr1327690733344HLA-C08:01FPASYVQLL0.98450.9875514
GAS7-USP12chr1710101525chr1327690733344HLA-B67:01FPASYVQLL0.95970.7147514
GAS7-USP12chr1710101525chr1327690733344HLA-B39:31FPASYVQLL0.95960.9201514
GAS7-USP12chr1710101525chr1327690733344HLA-C03:06FPASYVQLL0.9350.9896514
GAS7-USP12chr1710101525chr1327690733344HLA-C07:04FPASYVQLL0.89870.8721514
GAS7-USP12chr1710101525chr1327690733344HLA-B15:09FPASYVQLL0.89550.5975514
GAS7-USP12chr1710101525chr1327690733344HLA-A69:01FPASYVQLL0.87260.8025514
GAS7-USP12chr1710101525chr1327690733344HLA-C04:04FPASYVQLL0.84130.9319514
GAS7-USP12chr1710101525chr1327690733344HLA-B08:12FPASYVQLL0.83480.6749514
GAS7-USP12chr1710101525chr1327690733344HLA-B08:18FPASYVQLL0.81380.5383514
GAS7-USP12chr1710101525chr1327690733344HLA-B18:07FPASYVQLL0.47040.887514
GAS7-USP12chr1710101525chr1327690733344HLA-C04:01FPASYVQLL0.08470.8188514
GAS7-USP12chr1710101525chr1327690733344HLA-C18:01FPASYVQLL0.0830.8215514
GAS7-USP12chr1710101525chr1327690733344HLA-B15:08FPASYVQLL0.07770.8422514
GAS7-USP12chr1710101525chr1327690733344HLA-B35:43FPASYVQLL0.07470.8471514
GAS7-USP12chr1710101525chr1327690733344HLA-B15:11FPASYVQLL0.07140.8391514

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Potential FusionNeoAntigen Information of GAS7-USP12 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.
GAS7-USP12_10101525_27690733.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)
GAS7-USP12chr1710101525chr1327690733344DRB1-0102PASYVQLLEGANASA621
GAS7-USP12chr1710101525chr1327690733344DRB1-0102ASYVQLLEGANASAL722
GAS7-USP12chr1710101525chr1327690733344DRB1-0123PASYVQLLEGANASA621

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Fusion breakpoint peptide structures of GAS7-USP12

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
6514PASYVQLLEGANASGAS7USP12chr1710101525chr1327690733344

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of GAS7-USP12

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-B14:023BVN6514PASYVQLLEGANAS-5.97758-6.09098
HLA-B14:023BVN6514PASYVQLLEGANAS-5.15013-6.18543
HLA-B52:013W396514PASYVQLLEGANAS-6.29935-6.41275
HLA-B52:013W396514PASYVQLLEGANAS-6.07479-7.11009
HLA-A24:025HGA6514PASYVQLLEGANAS-7.25246-8.28776
HLA-A24:025HGA6514PASYVQLLEGANAS-6.23064-6.34404
HLA-B44:053DX86514PASYVQLLEGANAS-4.66421-5.69951
HLA-B44:053DX86514PASYVQLLEGANAS-4.52141-4.63481
HLA-A02:016TDR6514PASYVQLLEGANAS-7.72945-7.84285

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Vaccine Design for the FusionNeoAntigens of GAS7-USP12

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
GAS7-USP12chr1710101525chr1327690733514FPASYVQLLGCGAGCTACGTGCAGTTGCTGGAGGGC

check button mRNA and peptide sequences of FusionNeoAntigens that have potential interaction with HLA-IIs.
Fusion geneHchrHbpTchrTbpStart in +/-13AAEnd in +/-13AAFusionNeoAntigen peptideFusionNEoAntigen RNA sequence
GAS7-USP12chr1710101525chr1327690733621PASYVQLLEGANASAAGCTACGTGCAGTTGCTGGAGGGCGCCAATGCTTCGGCATTAGAG
GAS7-USP12chr1710101525chr1327690733722ASYVQLLEGANASALTACGTGCAGTTGCTGGAGGGCGCCAATGCTTCGGCATTAGAGAAA

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Information of the samples that have these potential fusion neoantigens of GAS7-USP12

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
SARCGAS7-USP12chr1710101525ENST00000432992chr1327690733ENST00000282344TCGA-DX-A48K-01A

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Potential target of CAR-T therapy development for GAS7-USP12

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 GAS7-USP12

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 GAS7-USP12

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
HgeneGAS7C0028754Obesity1CTD_human