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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:TMEM54-TRIM62

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: TMEM54-TRIM62
FusionPDB ID: 92163
FusionGDB2.0 ID: 92163
HgeneTgene
Gene symbol

TMEM54

TRIM62

Gene ID

113452

55223

Gene nametransmembrane protein 54tripartite motif containing 62
SynonymsBCLP|CAC-1|CAC1DEAR1
Cytomap

1p35.1

1p35.1

Type of geneprotein-codingprotein-coding
Descriptiontransmembrane protein 54beta-casein-like proteinprotein CAC-1E3 ubiquitin-protein ligase TRIM62RING-type E3 ubiquitin transferase TRIM62ductal epithelium-associated RING Chromosome 1tripartite motif-containing protein 62
Modification date2020032020200313
UniProtAcc..
Ensembl transtripts involved in fusion geneENST idsENST00000329151, ENST00000373463, 
ENST00000475208, 
ENST00000485148, 
ENST00000291416, ENST00000543586, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score2 X 2 X 2=81 X 1 X 1=1
# samples 21
** MAII scorelog2(2/8*10)=1.32192809488736log2(1/1*10)=3.32192809488736
Fusion gene context

PubMed: TMEM54 [Title/Abstract] AND TRIM62 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: TMEM54 [Title/Abstract] AND TRIM62 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)TMEM54(33363727)-TRIM62(33631167), # samples:2
Anticipated loss of major functional domain due to fusion event.TMEM54-TRIM62 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.
TMEM54-TRIM62 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.
TMEM54-TRIM62 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.
TMEM54-TRIM62 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
TgeneTRIM62

GO:0032897

negative regulation of viral transcription

18248090

TgeneTRIM62

GO:0043123

positive regulation of I-kappaB kinase/NF-kappaB signaling

23077300

TgeneTRIM62

GO:0046596

regulation of viral entry into host cell

18248090



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/chr1:33363727/chr1:33631167)
- 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 TMEM54 (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 TRIM62 (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)
ENST00000373463TMEM54chr133363727-ENST00000291416TRIM62chr133631167-31253301201349409
ENST00000373463TMEM54chr133363727-ENST00000543586TRIM62chr133631167-18253301201349409
ENST00000329151TMEM54chr133363727-ENST00000291416TRIM62chr133631167-31563611511380409
ENST00000329151TMEM54chr133363727-ENST00000543586TRIM62chr133631167-18563611511380409

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
ENST00000373463ENST00000291416TMEM54chr133363727-TRIM62chr133631167-0.006327950.993672
ENST00000373463ENST00000543586TMEM54chr133363727-TRIM62chr133631167-0.0126702450.9873297
ENST00000329151ENST00000291416TMEM54chr133363727-TRIM62chr133631167-0.0062157880.9937842
ENST00000329151ENST00000543586TMEM54chr133363727-TRIM62chr133631167-0.0121675980.9878324

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 TMEM54-TRIM62

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
TMEM54chr133363727TRIM62chr13363116733065VALQYCVVNILSVTSAIVRELKDQLQ
TMEM54chr133363727TRIM62chr13363116736165VALQYCVVNILSVTSAIVRELKDQLQ

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Potential FusionNeoAntigen Information of TMEM54-TRIM62 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.
TMEM54-TRIM62_33363727_33631167.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)
TMEM54-TRIM62chr133363727chr133631167361HLA-B15:17VTSAIVREL0.99590.9211221
TMEM54-TRIM62chr133363727chr133631167361HLA-B15:16VTSAIVREL0.99320.80531221
TMEM54-TRIM62chr133363727chr133631167361HLA-B57:03VTSAIVREL0.98950.98331221
TMEM54-TRIM62chr133363727chr133631167361HLA-B58:02VTSAIVREL0.98790.95091221
TMEM54-TRIM62chr133363727chr133631167361HLA-A32:13VTSAIVREL0.83140.95111221
TMEM54-TRIM62chr133363727chr133631167361HLA-C15:06VTSAIVREL0.99980.94221221
TMEM54-TRIM62chr133363727chr133631167361HLA-C03:07VTSAIVREL0.99970.98611221
TMEM54-TRIM62chr133363727chr133631167361HLA-C03:19VTSAIVREL0.99970.98861221
TMEM54-TRIM62chr133363727chr133631167361HLA-C03:08VTSAIVREL0.99970.92871221
TMEM54-TRIM62chr133363727chr133631167361HLA-C15:04VTSAIVREL0.99970.9261221
TMEM54-TRIM62chr133363727chr133631167361HLA-C04:06VTSAIVREL0.99780.95471221
TMEM54-TRIM62chr133363727chr133631167361HLA-C06:03VTSAIVREL0.9970.99141221
TMEM54-TRIM62chr133363727chr133631167361HLA-C12:04VTSAIVREL0.99670.99461221
TMEM54-TRIM62chr133363727chr133631167361HLA-C12:12VTSAIVREL0.99630.91041221
TMEM54-TRIM62chr133363727chr133631167361HLA-C08:13VTSAIVREL0.9940.98731221
TMEM54-TRIM62chr133363727chr133631167361HLA-C08:04VTSAIVREL0.9940.98731221
TMEM54-TRIM62chr133363727chr133631167361HLA-C01:17VTSAIVREL0.98850.96311221
TMEM54-TRIM62chr133363727chr133631167361HLA-C03:14VTSAIVREL0.97140.97951221
TMEM54-TRIM62chr133363727chr133631167361HLA-C12:16VTSAIVREL0.95350.95891221
TMEM54-TRIM62chr133363727chr133631167361HLA-C02:06VTSAIVREL0.920.97661221
TMEM54-TRIM62chr133363727chr133631167361HLA-C01:30VTSAIVREL0.91880.96561221
TMEM54-TRIM62chr133363727chr133631167361HLA-C07:95VTSAIVREL0.90980.75951221
TMEM54-TRIM62chr133363727chr133631167361HLA-C03:04VTSAIVREL0.99970.99011221
TMEM54-TRIM62chr133363727chr133631167361HLA-C03:03VTSAIVREL0.99970.99011221
TMEM54-TRIM62chr133363727chr133631167361HLA-C15:09VTSAIVREL0.99970.9261221
TMEM54-TRIM62chr133363727chr133631167361HLA-C15:02VTSAIVREL0.99970.91771221
TMEM54-TRIM62chr133363727chr133631167361HLA-C15:05VTSAIVREL0.99970.93031221
TMEM54-TRIM62chr133363727chr133631167361HLA-C03:17VTSAIVREL0.99930.98271221
TMEM54-TRIM62chr133363727chr133631167361HLA-C03:67VTSAIVREL0.99920.9821221
TMEM54-TRIM62chr133363727chr133631167361HLA-C03:05VTSAIVREL0.99920.94731221
TMEM54-TRIM62chr133363727chr133631167361HLA-C03:02VTSAIVREL0.99910.98181221
TMEM54-TRIM62chr133363727chr133631167361HLA-C06:06VTSAIVREL0.99860.99441221
TMEM54-TRIM62chr133363727chr133631167361HLA-C12:03VTSAIVREL0.99710.97831221
TMEM54-TRIM62chr133363727chr133631167361HLA-C16:04VTSAIVREL0.99540.97521221
TMEM54-TRIM62chr133363727chr133631167361HLA-B57:04VTSAIVREL0.99480.80671221
TMEM54-TRIM62chr133363727chr133631167361HLA-C16:02VTSAIVREL0.99440.99631221
TMEM54-TRIM62chr133363727chr133631167361HLA-B57:02VTSAIVREL0.99410.90161221
TMEM54-TRIM62chr133363727chr133631167361HLA-B58:06VTSAIVREL0.99210.8861221
TMEM54-TRIM62chr133363727chr133631167361HLA-C03:06VTSAIVREL0.99050.99021221
TMEM54-TRIM62chr133363727chr133631167361HLA-C16:01VTSAIVREL0.99040.98721221
TMEM54-TRIM62chr133363727chr133631167361HLA-C01:02VTSAIVREL0.98950.96291221
TMEM54-TRIM62chr133363727chr133631167361HLA-C12:02VTSAIVREL0.97710.9661221
TMEM54-TRIM62chr133363727chr133631167361HLA-C06:17VTSAIVREL0.97550.99361221
TMEM54-TRIM62chr133363727chr133631167361HLA-C06:02VTSAIVREL0.97550.99361221
TMEM54-TRIM62chr133363727chr133631167361HLA-A32:01VTSAIVREL0.96790.93971221
TMEM54-TRIM62chr133363727chr133631167361HLA-C07:22VTSAIVREL0.95750.73051221
TMEM54-TRIM62chr133363727chr133631167361HLA-C02:02VTSAIVREL0.95590.98811221
TMEM54-TRIM62chr133363727chr133631167361HLA-C02:10VTSAIVREL0.95590.98811221
TMEM54-TRIM62chr133363727chr133631167361HLA-A69:01VTSAIVREL0.95270.78051221
TMEM54-TRIM62chr133363727chr133631167361HLA-C07:01VTSAIVREL0.90940.74611221
TMEM54-TRIM62chr133363727chr133631167361HLA-C06:08VTSAIVREL0.87720.99411221
TMEM54-TRIM62chr133363727chr133631167361HLA-A69:01NILSVTSAI0.86940.7539817
TMEM54-TRIM62chr133363727chr133631167361HLA-C17:01VTSAIVREL0.76750.97881221
TMEM54-TRIM62chr133363727chr133631167361HLA-B07:13VTSAIVREL0.58110.89151221

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Potential FusionNeoAntigen Information of TMEM54-TRIM62 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 TMEM54-TRIM62

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
10363VVNILSVTSAIVRETMEM54TRIM62chr133363727chr133631167361

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of TMEM54-TRIM62

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-B14:023BVN10363VVNILSVTSAIVRE-7.15543-7.26883
HLA-B14:023BVN10363VVNILSVTSAIVRE-4.77435-5.80965
HLA-B52:013W3910363VVNILSVTSAIVRE-6.80875-6.92215
HLA-B52:013W3910363VVNILSVTSAIVRE-4.20386-5.23916
HLA-A11:014UQ210363VVNILSVTSAIVRE-7.5194-8.5547
HLA-A11:014UQ210363VVNILSVTSAIVRE-6.9601-7.0735
HLA-A24:025HGA10363VVNILSVTSAIVRE-7.52403-7.63743
HLA-A24:025HGA10363VVNILSVTSAIVRE-5.82433-6.85963
HLA-B27:056PYJ10363VVNILSVTSAIVRE-3.28285-4.31815
HLA-B44:053DX810363VVNILSVTSAIVRE-5.91172-6.94702
HLA-B44:053DX810363VVNILSVTSAIVRE-4.24346-4.35686
HLA-B35:011A1N10363VVNILSVTSAIVRE-5.9251-6.0385
HLA-B35:011A1N10363VVNILSVTSAIVRE-4.80237-5.83767

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Vaccine Design for the FusionNeoAntigens of TMEM54-TRIM62

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
TMEM54-TRIM62chr133363727chr1336311671221VTSAIVRELGTGAGGGAGCTGAAGGACCAACTTCAG
TMEM54-TRIM62chr133363727chr133631167817NILSVTSAIACTTCCGCCATCGTGAGGGAGCTGAAG

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 TMEM54-TRIM62

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
CESCTMEM54-TRIM62chr133363727ENST00000329151chr133631167ENST00000291416TCGA-DS-A1OC-01A

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Potential target of CAR-T therapy development for TMEM54-TRIM62

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
HgeneTMEM54chr1:33363727chr1:33631167ENST00000329151-2522_4270170.0TransmembraneHelical
HgeneTMEM54chr1:33363727chr1:33631167ENST00000373463-2622_4270223.0TransmembraneHelical

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 TMEM54-TRIM62

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 TMEM54-TRIM62

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