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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:RBM28-KMT2C

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: RBM28-KMT2C
FusionPDB ID: 72845
FusionGDB2.0 ID: 72846
HgeneTgene
Gene symbol

RBM28

KMT2C

Gene ID

55131

58508

Gene nameRNA binding motif protein 28lysine methyltransferase 2C
SynonymsANESHALR|KLEFS2|MLL3
Cytomap

7q32.1

7q36.1

Type of geneprotein-codingprotein-coding
DescriptionRNA-binding protein 282810480G15Rikhistone-lysine N-methyltransferase 2CALR-like proteinhistone-lysine N-methyltransferase MLL3histone-lysine N-methyltransferase, H3 lysine-4 specifichomologous to ALR proteinlysine (K)-specific methyltransferase 2Cmyeloid/lymphoid or mixed-lineage le
Modification date2020031320200320
UniProtAcc.

Q8NEZ4

Main function of 5'-partner protein: FUNCTION: Histone methyltransferase that methylates 'Lys-4' of histone H3 (PubMed:22266653). H3 'Lys-4' methylation represents a specific tag for epigenetic transcriptional activation. Central component of the MLL2/3 complex, a coactivator complex of nuclear receptors, involved in transcriptional coactivation. KMT2C/MLL3 may be a catalytic subunit of this complex. May be involved in leukemogenesis and developmental disorder. {ECO:0000269|PubMed:17500065, ECO:0000269|PubMed:22266653}.
Ensembl transtripts involved in fusion geneENST idsENST00000223073, ENST00000415472, 
ENST00000481788, 
ENST00000485241, 
ENST00000485655, ENST00000262189, 
ENST00000355193, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score4 X 6 X 4=9612 X 17 X 8=1632
# samples 517
** MAII scorelog2(5/96*10)=-0.941106310946431
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(17/1632*10)=-3.26303440583379
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: RBM28 [Title/Abstract] AND KMT2C [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: RBM28 [Title/Abstract] AND KMT2C [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)RBM28(127970872)-KMT2C(151882716), # samples:2
Anticipated loss of major functional domain due to fusion event.RBM28-KMT2C 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.
RBM28-KMT2C 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.
RBM28-KMT2C 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.
RBM28-KMT2C 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.
RBM28-KMT2C seems lost the major protein functional domain in Hgene partner, which is a essential gene due to the frame-shifted ORF.
RBM28-KMT2C seems lost the major protein functional domain in Tgene partner, which is a CGC due to the frame-shifted ORF.
RBM28-KMT2C seems lost the major protein functional domain in Tgene partner, which is a epigenetic factor due to the frame-shifted ORF.
RBM28-KMT2C seems lost the major protein functional domain in Tgene partner, which is a essential gene due to the frame-shifted ORF.
RBM28-KMT2C seems lost the major protein functional domain in Tgene partner, which is a IUPHAR drug target due to the frame-shifted ORF.
RBM28-KMT2C seems lost the major protein functional domain in Tgene partner, which is a tumor suppressor 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
TgeneKMT2C

GO:0097692

histone H3-K4 monomethylation

26324722



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/chr7:127970872/chr7:151882716)
- 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 RBM28 (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 KMT2C (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)
ENST00000223073RBM28chr7127970872-ENST00000262189KMT2Cchr7151882716-128791244115109713618
ENST00000223073RBM28chr7127970872-ENST00000355193KMT2Cchr7151882716-130461244115111423675
ENST00000415472RBM28chr7127970872-ENST00000262189KMT2Cchr7151882716-1241878377105103477
ENST00000415472RBM28chr7127970872-ENST00000355193KMT2Cchr7151882716-1258578377106813534
ENST00000223073RBM28chr7127970871-ENST00000262189KMT2Cchr7151882715-128791244115109713618
ENST00000223073RBM28chr7127970871-ENST00000355193KMT2Cchr7151882715-130461244115111423675
ENST00000415472RBM28chr7127970871-ENST00000262189KMT2Cchr7151882715-1241878377105103477
ENST00000415472RBM28chr7127970871-ENST00000355193KMT2Cchr7151882715-1258578377106813534

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
ENST00000223073ENST00000262189RBM28chr7127970872-KMT2Cchr7151882716-0.0006315160.9993685
ENST00000223073ENST00000355193RBM28chr7127970872-KMT2Cchr7151882716-0.00065280.99934715
ENST00000415472ENST00000262189RBM28chr7127970872-KMT2Cchr7151882716-0.0006150970.9993849
ENST00000415472ENST00000355193RBM28chr7127970872-KMT2Cchr7151882716-0.0006326450.9993674
ENST00000223073ENST00000262189RBM28chr7127970871-KMT2Cchr7151882715-0.0006315160.9993685
ENST00000223073ENST00000355193RBM28chr7127970871-KMT2Cchr7151882715-0.00065280.99934715
ENST00000415472ENST00000262189RBM28chr7127970871-KMT2Cchr7151882715-0.0006150970.9993849
ENST00000415472ENST00000355193RBM28chr7127970871-KMT2Cchr7151882715-0.0006326450.9993674

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 RBM28-KMT2C

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
RBM28chr7127970871KMT2Cchr71518827151244376VRIVLHPDTEHSKDWTTRVKQIAKLW
RBM28chr7127970871KMT2Cchr7151882715783235VRIVLHPDTEHSKDWTTRVKQIAKLW
RBM28chr7127970872KMT2Cchr71518827161244376VRIVLHPDTEHSKDWTTRVKQIAKLW
RBM28chr7127970872KMT2Cchr7151882716783235VRIVLHPDTEHSKDWTTRVKQIAKLW

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Potential FusionNeoAntigen Information of RBM28-KMT2C 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.
RBM28-KMT2C_127970871_151882715.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)
RBM28-KMT2Cchr7127970871chr71518827151244HLA-A30:08HSKDWTTRV0.99010.71761019
RBM28-KMT2Cchr7127970871chr71518827151244HLA-B45:01TEHSKDWTT0.89250.686817
RBM28-KMT2Cchr7127970871chr71518827151244HLA-B41:01TEHSKDWTT0.21390.6353817
RBM28-KMT2Cchr7127970871chr71518827151244HLA-A30:08HSKDWTTRVK0.99550.63731020
RBM28-KMT2Cchr7127970871chr71518827151244HLA-B35:08HPDTEHSKDW0.85870.5697515
RBM28-KMT2Cchr7127970871chr71518827151244HLA-B38:01LHPDTEHSKDW0.95710.9353415
RBM28-KMT2Cchr7127970871chr71518827151244HLA-C15:04HSKDWTTRV0.99860.76351019
RBM28-KMT2Cchr7127970871chr71518827151244HLA-C15:06HSKDWTTRV0.99790.80321019
RBM28-KMT2Cchr7127970871chr71518827151244HLA-C12:04HSKDWTTRV0.97870.98041019
RBM28-KMT2Cchr7127970871chr71518827151244HLA-C06:03HSKDWTTRV0.97520.97941019
RBM28-KMT2Cchr7127970871chr71518827151244HLA-C12:12HSKDWTTRV0.93110.84381019
RBM28-KMT2Cchr7127970871chr71518827151244HLA-B40:06TEHSKDWTT0.92970.546817
RBM28-KMT2Cchr7127970871chr71518827151244HLA-C02:06HSKDWTTRV0.1910.94391019
RBM28-KMT2Cchr7127970871chr71518827151244HLA-C15:02HSKDWTTRV0.99870.81521019
RBM28-KMT2Cchr7127970871chr71518827151244HLA-C15:09HSKDWTTRV0.99860.76351019
RBM28-KMT2Cchr7127970871chr71518827151244HLA-C15:05HSKDWTTRV0.99820.88371019
RBM28-KMT2Cchr7127970871chr71518827151244HLA-A30:01HSKDWTTRV0.99060.83661019
RBM28-KMT2Cchr7127970871chr71518827151244HLA-C16:04HSKDWTTRV0.95280.9241019
RBM28-KMT2Cchr7127970871chr71518827151244HLA-C06:02HSKDWTTRV0.93030.97951019
RBM28-KMT2Cchr7127970871chr71518827151244HLA-C06:17HSKDWTTRV0.93030.97951019
RBM28-KMT2Cchr7127970871chr71518827151244HLA-C12:03HSKDWTTRV0.89490.94611019
RBM28-KMT2Cchr7127970871chr71518827151244HLA-C16:02HSKDWTTRV0.76420.97341019
RBM28-KMT2Cchr7127970871chr71518827151244HLA-C12:02HSKDWTTRV0.51280.9261019
RBM28-KMT2Cchr7127970871chr71518827151244HLA-C06:08HSKDWTTRV0.19760.981019
RBM28-KMT2Cchr7127970871chr71518827151244HLA-C02:02HSKDWTTRV0.02380.95681019
RBM28-KMT2Cchr7127970871chr71518827151244HLA-C02:10HSKDWTTRV0.02380.95681019
RBM28-KMT2Cchr7127970871chr71518827151244HLA-A30:01HSKDWTTRVK0.99520.71271020
RBM28-KMT2Cchr7127970871chr71518827151244HLA-B38:05LHPDTEHSKDW0.95710.9353415

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Potential FusionNeoAntigen Information of RBM28-KMT2C 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.
RBM28-KMT2C_127970871_151882715.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)
RBM28-KMT2Cchr7127970871chr71518827151244DRB1-0437VRIVLHPDTEHSKDW015
RBM28-KMT2Cchr7127970871chr71518827151244DRB1-1111HSKDWTTRVKQIAKL1025
RBM28-KMT2Cchr7127970871chr71518827151244DRB1-1363HSKDWTTRVKQIAKL1025

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Fusion breakpoint peptide structures of RBM28-KMT2C

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
6558PDTEHSKDWTTRVKRBM28KMT2Cchr7127970871chr71518827151244

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of RBM28-KMT2C

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-B52:013W396558PDTEHSKDWTTRVK-6.65674-6.65674
HLA-B44:053DX86558PDTEHSKDWTTRVK-6.36866-6.36866

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Vaccine Design for the FusionNeoAntigens of RBM28-KMT2C

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
RBM28-KMT2Cchr7127970871chr71518827151019HSKDWTTRVATTCTAAAGATTGGACTACTAGAGTGA
RBM28-KMT2Cchr7127970871chr71518827151020HSKDWTTRVKATTCTAAAGATTGGACTACTAGAGTGAAGC
RBM28-KMT2Cchr7127970871chr7151882715415LHPDTEHSKDWTGCATCCAGACACAGAGCATTCTAAAGATTGGA
RBM28-KMT2Cchr7127970871chr7151882715515HPDTEHSKDWATCCAGACACAGAGCATTCTAAAGATTGGA
RBM28-KMT2Cchr7127970871chr7151882715817TEHSKDWTTCAGAGCATTCTAAAGATTGGACTACTA

check button mRNA and peptide sequences of FusionNeoAntigens that have potential interaction with HLA-IIs.
Fusion geneHchrHbpTchrTbpStart in +/-13AAEnd in +/-13AAFusionNeoAntigen peptideFusionNEoAntigen RNA sequence
RBM28-KMT2Cchr7127970871chr7151882715015VRIVLHPDTEHSKDWTCCGCATTGTCTTGCATCCAGACACAGAGCATTCTAAAGATTGGA
RBM28-KMT2Cchr7127970871chr71518827151025HSKDWTTRVKQIAKLATTCTAAAGATTGGACTACTAGAGTGAAGCAAATTGCCAAATTGT

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Information of the samples that have these potential fusion neoantigens of RBM28-KMT2C

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
UCECRBM28-KMT2Cchr7127970871ENST00000223073chr7151882715ENST00000262189TCGA-AX-A3FV-01A

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Potential target of CAR-T therapy development for RBM28-KMT2C

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 RBM28-KMT2C

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 RBM28-KMT2C

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