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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:RAB3D-MLLT1

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: RAB3D-MLLT1
FusionPDB ID: 71345
FusionGDB2.0 ID: 71345
HgeneTgene
Gene symbol

RAB3D

MLLT1

Gene ID

9545

4298

Gene nameRAB3D, member RAS oncogene familyMLLT1 super elongation complex subunit
SynonymsD2-2|GOV|RAB16|RAD3DENL|LTG19|YEATS1
Cytomap

19p13.2

19p13.3

Type of geneprotein-codingprotein-coding
Descriptionras-related protein Rab-3DRab3D upregulated with myeloid differentiationepididymis secretory sperm binding proteinglioblastoma overexpressedprotein ENLCTC-503J8.6ENL/MLL fusionMLL/ENL fusion proteinMLLT1/MLL fusionYEATS domain-containing protein 1myeloid/lymphoid or mixed-lineage leukemia (trithorax homolog); translocated to, 1myeloid/lymphoid or mixed-lineage leukemia (trithorax homol
Modification date2020031320200313
UniProtAcc.

Q13015

Main function of 5'-partner protein: FUNCTION: Cofactor for the transcription factor TCF7 (PubMed:26079538). Involved in regulation of lymphoid development by driving multipotent hematopoietic progenitor cells towards a T cell fate (PubMed:21715312). {ECO:0000269|PubMed:21715312, ECO:0000269|PubMed:26079538}.
Ensembl transtripts involved in fusion geneENST idsENST00000222120, ENST00000589655, 
ENST00000585588, ENST00000252674, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score9 X 8 X 7=50412 X 23 X 7=1932
# samples 1030
** MAII scorelog2(10/504*10)=-2.33342373372519
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(30/1932*10)=-2.68706068833989
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: RAB3D [Title/Abstract] AND MLLT1 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: RAB3D [Title/Abstract] AND MLLT1 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)RAB3D(11446123)-MLLT1(6227113), # samples:2
Anticipated loss of major functional domain due to fusion event.RAB3D-MLLT1 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.
RAB3D-MLLT1 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.
RAB3D-MLLT1 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.
RAB3D-MLLT1 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.
RAB3D-MLLT1 seems lost the major protein functional domain in Tgene partner, which is a CGC due to the frame-shifted ORF.
RAB3D-MLLT1 seems lost the major protein functional domain in Tgene partner, which is a epigenetic factor due to the frame-shifted ORF.
RAB3D-MLLT1 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
HgeneRAB3D

GO:0045453

bone resorption

21262767



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/chr19:11446123/chr19:6227113)
- 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 RAB3D (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 MLLT1 (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)
ENST00000222120RAB3Dchr1911446123-ENST00000252674MLLT1chr196227113-20807334211992523
ENST00000222120RAB3Dchr1911446122-ENST00000252674MLLT1chr196227113-20807334211992523

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
ENST00000222120ENST00000252674RAB3Dchr1911446123-MLLT1chr196227113-0.057263590.9427364
ENST00000222120ENST00000252674RAB3Dchr1911446122-MLLT1chr196227113-0.057263590.9427364

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 RAB3D-MLLT1

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
RAB3Dchr1911446122MLLT1chr196227113733104CLLRMAGGSPTTLVMVMPEGADTVSR
RAB3Dchr1911446123MLLT1chr196227113733104CLLRMAGGSPTTLVMVMPEGADTVSR

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Potential FusionNeoAntigen Information of RAB3D-MLLT1 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.
RAB3D-MLLT1_11446122_6227113.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)
RAB3D-MLLT1chr1911446122chr196227113733HLA-B35:01SPTTLVMVM0.99520.7079817
RAB3D-MLLT1chr1911446122chr196227113733HLA-B35:08SPTTLVMVM0.99360.5917817
RAB3D-MLLT1chr1911446122chr196227113733HLA-B35:03SPTTLVMVM0.99120.7067817
RAB3D-MLLT1chr1911446122chr196227113733HLA-B35:04SPTTLVMVM0.91420.8276817
RAB3D-MLLT1chr1911446122chr196227113733HLA-B35:02SPTTLVMVM0.91420.8276817
RAB3D-MLLT1chr1911446122chr196227113733HLA-A02:13RMAGGSPTTLV0.99730.6958314
RAB3D-MLLT1chr1911446122chr196227113733HLA-A02:27RMAGGSPTTLV0.98910.5774314
RAB3D-MLLT1chr1911446122chr196227113733HLA-B35:12SPTTLVMVM0.91420.8276817
RAB3D-MLLT1chr1911446122chr196227113733HLA-B39:10SPTTLVMVM0.85560.8337817
RAB3D-MLLT1chr1911446122chr196227113733HLA-B35:77SPTTLVMVM0.99520.7079817
RAB3D-MLLT1chr1911446122chr196227113733HLA-B35:23SPTTLVMVM0.99520.6912817
RAB3D-MLLT1chr1911446122chr196227113733HLA-B35:13SPTTLVMVM0.98780.7183817
RAB3D-MLLT1chr1911446122chr196227113733HLA-B35:17SPTTLVMVM0.98410.5323817
RAB3D-MLLT1chr1911446122chr196227113733HLA-B35:30SPTTLVMVM0.98410.5323817
RAB3D-MLLT1chr1911446122chr196227113733HLA-B35:11SPTTLVMVM0.96550.7725817
RAB3D-MLLT1chr1911446122chr196227113733HLA-B35:24SPTTLVMVM0.94230.7109817
RAB3D-MLLT1chr1911446122chr196227113733HLA-B35:09SPTTLVMVM0.91420.8276817
RAB3D-MLLT1chr1911446122chr196227113733HLA-B67:01SPTTLVMVM0.86360.7171817
RAB3D-MLLT1chr1911446122chr196227113733HLA-B18:07SPTTLVMVM0.19310.7248817
RAB3D-MLLT1chr1911446122chr196227113733HLA-B35:43SPTTLVMVM0.10050.7175817
RAB3D-MLLT1chr1911446122chr196227113733HLA-B15:08SPTTLVMVM0.08960.7158817
RAB3D-MLLT1chr1911446122chr196227113733HLA-B15:11SPTTLVMVM0.07820.7229817
RAB3D-MLLT1chr1911446122chr196227113733HLA-A02:03RMAGGSPTTLV0.99880.6378314

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Potential FusionNeoAntigen Information of RAB3D-MLLT1 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 RAB3D-MLLT1

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
2837GGSPTTLVMVMPEGRAB3DMLLT1chr1911446122chr196227113733

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of RAB3D-MLLT1

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-B14:023BVN2837GGSPTTLVMVMPEG-5.97758-6.09098
HLA-B14:023BVN2837GGSPTTLVMVMPEG-5.15013-6.18543
HLA-B52:013W392837GGSPTTLVMVMPEG-6.29935-6.41275
HLA-B52:013W392837GGSPTTLVMVMPEG-6.07479-7.11009
HLA-A24:025HGA2837GGSPTTLVMVMPEG-7.25246-8.28776
HLA-A24:025HGA2837GGSPTTLVMVMPEG-6.23064-6.34404
HLA-B44:053DX82837GGSPTTLVMVMPEG-4.66421-5.69951
HLA-B44:053DX82837GGSPTTLVMVMPEG-4.52141-4.63481
HLA-A02:016TDR2837GGSPTTLVMVMPEG-7.72945-7.84285

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Vaccine Design for the FusionNeoAntigens of RAB3D-MLLT1

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
RAB3D-MLLT1chr1911446122chr196227113314RMAGGSPTTLVAGGATGGCCGGAGGCTCGCCGACGACCTTGGTG
RAB3D-MLLT1chr1911446122chr196227113817SPTTLVMVMTCGCCGACGACCTTGGTGATGGTAATG

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 RAB3D-MLLT1

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
STADRAB3D-MLLT1chr1911446122ENST00000222120chr196227113ENST00000252674TCGA-CD-5800

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Potential target of CAR-T therapy development for RAB3D-MLLT1

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 RAB3D-MLLT1

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 RAB3D-MLLT1

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
TgeneMLLT1C0027708Nephroblastoma1CTD_human
TgeneMLLT1C2930471Bilateral Wilms Tumor1CTD_human