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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:CHCHD3-MKLN1

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: CHCHD3-MKLN1
FusionPDB ID: 16242
FusionGDB2.0 ID: 16242
HgeneTgene
Gene symbol

CHCHD3

MKLN1

Gene ID

54927

4289

Gene namecoiled-coil-helix-coiled-coil-helix domain containing 3muskelin 1
SynonymsMICOS19|MINOS3|Mic19|PPP1R22TWA2
Cytomap

7q32.3-q33

7q32.3

Type of geneprotein-codingprotein-coding
DescriptionMICOS complex subunit MIC19coiled-coil-helix-coiled-coil-helix domain-containing protein 3, mitochondrialmitochondrial contact site and cristae organizing system subunit 19mitochondrial inner membrane organizing system 3protein phosphatase 1, regulatomuskelinmuskelin 1, intracellular mediator containing kelch motifs
Modification date2020032720200313
UniProtAcc

Q9NX63

Main function of 5'-partner protein: FUNCTION: Component of the MICOS complex, a large protein complex of the mitochondrial inner membrane that plays crucial roles in the maintenance of crista junctions, inner membrane architecture, and formation of contact sites to the outer membrane. Has also been shown to function as a transcription factor which binds to the BAG1 promoter and represses BAG1 transcription. Plays an important role in the maintenance of the MICOS complex stability and the mitochondrial cristae morphology (PubMed:25781180). {ECO:0000269|PubMed:22567091, ECO:0000269|PubMed:25781180}.

Q9UL63

Main function of 5'-partner protein: FUNCTION: Component of the CTLH E3 ubiquitin-protein ligase complex that selectively accepts ubiquitin from UBE2H and mediates ubiquitination and subsequent proteasomal degradation of the transcription factor HBP1 (PubMed:29911972). Required for internalization of the GABA receptor GABRA1 from the cell membrane via endosomes and subsequent GABRA1 degradation (By similarity). Acts as a mediator of cell spreading and cytoskeletal responses to the extracellular matrix component THBS1 (PubMed:18710924). {ECO:0000250|UniProtKB:O89050, ECO:0000269|PubMed:18710924, ECO:0000269|PubMed:29911972}.
Ensembl transtripts involved in fusion geneENST idsENST00000262570, ENST00000448878, 
ENST00000542753, ENST00000476546, 
ENST00000352689, ENST00000429546, 
ENST00000498778, ENST00000421797, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score23 X 25 X 10=575017 X 15 X 7=1785
# samples 3118
** MAII scorelog2(31/5750*10)=-4.21322183544486
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(18/1785*10)=-3.30985526258679
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: CHCHD3 [Title/Abstract] AND MKLN1 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: CHCHD3 [Title/Abstract] AND MKLN1 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)CHCHD3(132754902)-MKLN1(131096065), # samples:3
Anticipated loss of major functional domain due to fusion event.CHCHD3-MKLN1 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.
CHCHD3-MKLN1 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
HgeneCHCHD3

GO:0000122

negative regulation of transcription by RNA polymerase II

22567091



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/chr7:132754902/chr7:131096065)
- 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 CHCHD3 (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 MKLN1 (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)
ENST00000262570CHCHD3chr7132754902-ENST00000421797MKLN1chr7131096065+19353141451818557
ENST00000448878CHCHD3chr7132754902-ENST00000421797MKLN1chr7131096065+19072861171790557
ENST00000542753CHCHD3chr7132754902-ENST00000421797MKLN1chr7131096065+18932721031776557

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
ENST00000262570ENST00000421797CHCHD3chr7132754902-MKLN1chr7131096065+0.0001968560.9998031
ENST00000448878ENST00000421797CHCHD3chr7132754902-MKLN1chr7131096065+0.0002094960.9997905
ENST00000542753ENST00000421797CHCHD3chr7132754902-MKLN1chr7131096065+0.0002144740.9997855

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 CHCHD3-MKLN1

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
CHCHD3chr7132754902MKLN1chr713109606527256SKSQRYSGAYGASDGLFNQYISQQEY
CHCHD3chr7132754902MKLN1chr713109606528656SKSQRYSGAYGASDGLFNQYISQQEY
CHCHD3chr7132754902MKLN1chr713109606531456SKSQRYSGAYGASDGLFNQYISQQEY

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Potential FusionNeoAntigen Information of CHCHD3-MKLN1 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.
CHCHD3-MKLN1_132754902_131096065.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)
CHCHD3-MKLN1chr7132754902chr7131096065314HLA-B35:08ASDGLFNQY0.87790.90971120
CHCHD3-MKLN1chr7132754902chr7131096065314HLA-B15:17ASDGLFNQY0.70370.94991120
CHCHD3-MKLN1chr7132754902chr7131096065314HLA-A24:14AYGASDGLF0.65880.6629817
CHCHD3-MKLN1chr7132754902chr7131096065314HLA-B15:16ASDGLFNQY0.54160.77281120
CHCHD3-MKLN1chr7132754902chr7131096065314HLA-C05:09ASDGLFNQY0.98980.91631120
CHCHD3-MKLN1chr7132754902chr7131096065314HLA-C08:15ASDGLFNQY0.88110.9551120
CHCHD3-MKLN1chr7132754902chr7131096065314HLA-B15:05ASDGLFNQY0.8610.8851120
CHCHD3-MKLN1chr7132754902chr7131096065314HLA-C15:04ASDGLFNQY0.71340.86161120
CHCHD3-MKLN1chr7132754902chr7131096065314HLA-C03:14ASDGLFNQY0.11980.97321120
CHCHD3-MKLN1chr7132754902chr7131096065314HLA-C04:03ASDGLFNQY0.99090.81431120
CHCHD3-MKLN1chr7132754902chr7131096065314HLA-C05:01ASDGLFNQY0.98980.91631120
CHCHD3-MKLN1chr7132754902chr7131096065314HLA-C03:06GAYGASDGL0.88770.9935716
CHCHD3-MKLN1chr7132754902chr7131096065314HLA-C08:02ASDGLFNQY0.88110.9551120
CHCHD3-MKLN1chr7132754902chr7131096065314HLA-B15:20ASDGLFNQY0.87710.92131120
CHCHD3-MKLN1chr7132754902chr7131096065314HLA-B35:28ASDGLFNQY0.82790.92831120
CHCHD3-MKLN1chr7132754902chr7131096065314HLA-B35:20ASDGLFNQY0.74830.93591120
CHCHD3-MKLN1chr7132754902chr7131096065314HLA-C15:09ASDGLFNQY0.71340.86161120
CHCHD3-MKLN1chr7132754902chr7131096065314HLA-C03:02ASDGLFNQY0.68870.96121120
CHCHD3-MKLN1chr7132754902chr7131096065314HLA-B57:04ASDGLFNQY0.68410.88091120
CHCHD3-MKLN1chr7132754902chr7131096065314HLA-B35:13GAYGASDGL0.50870.9046716
CHCHD3-MKLN1chr7132754902chr7131096065314HLA-B57:02ASDGLFNQY0.42110.93931120
CHCHD3-MKLN1chr7132754902chr7131096065314HLA-C16:02ASDGLFNQY0.30020.99181120
CHCHD3-MKLN1chr7132754902chr7131096065314HLA-C16:01ASDGLFNQY0.16220.97351120
CHCHD3-MKLN1chr7132754902chr7131096065314HLA-C12:02ASDGLFNQY0.01770.971120
CHCHD3-MKLN1chr7132754902chr7131096065314HLA-C02:10ASDGLFNQY0.00330.97141120
CHCHD3-MKLN1chr7132754902chr7131096065314HLA-C02:02ASDGLFNQY0.00330.97141120

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Potential FusionNeoAntigen Information of CHCHD3-MKLN1 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.
CHCHD3-MKLN1_132754902_131096065.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)
CHCHD3-MKLN1chr7132754902chr7131096065314DRB1-0908KSQRYSGAYGASDGL116
CHCHD3-MKLN1chr7132754902chr7131096065314DRB1-0908SQRYSGAYGASDGLF217

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Fusion breakpoint peptide structures of CHCHD3-MKLN1

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
8579SGAYGASDGLFNQYCHCHD3MKLN1chr7132754902chr7131096065314

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of CHCHD3-MKLN1

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-B14:023BVN8579SGAYGASDGLFNQY-7.15543-7.26883
HLA-B14:023BVN8579SGAYGASDGLFNQY-4.77435-5.80965
HLA-B52:013W398579SGAYGASDGLFNQY-6.80875-6.92215
HLA-B52:013W398579SGAYGASDGLFNQY-4.20386-5.23916
HLA-A11:014UQ28579SGAYGASDGLFNQY-7.5194-8.5547
HLA-A11:014UQ28579SGAYGASDGLFNQY-6.9601-7.0735
HLA-A24:025HGA8579SGAYGASDGLFNQY-7.52403-7.63743
HLA-A24:025HGA8579SGAYGASDGLFNQY-5.82433-6.85963
HLA-B27:056PYJ8579SGAYGASDGLFNQY-3.28285-4.31815
HLA-B44:053DX88579SGAYGASDGLFNQY-5.91172-6.94702
HLA-B44:053DX88579SGAYGASDGLFNQY-4.24346-4.35686

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Vaccine Design for the FusionNeoAntigens of CHCHD3-MKLN1

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
CHCHD3-MKLN1chr7132754902chr71310960651120ASDGLFNQYCCTCAGATGGCTTGTTCAATCAGTATA
CHCHD3-MKLN1chr7132754902chr7131096065716GAYGASDGLGTGCTTATGGTGCCTCAGATGGCTTGT
CHCHD3-MKLN1chr7132754902chr7131096065817AYGASDGLFCTTATGGTGCCTCAGATGGCTTGTTCA

check button mRNA and peptide sequences of FusionNeoAntigens that have potential interaction with HLA-IIs.
Fusion geneHchrHbpTchrTbpStart in +/-13AAEnd in +/-13AAFusionNeoAntigen peptideFusionNEoAntigen RNA sequence
CHCHD3-MKLN1chr7132754902chr7131096065116KSQRYSGAYGASDGLAGTCTCAGCGGTATTCTGGTGCTTATGGTGCCTCAGATGGCTTGT
CHCHD3-MKLN1chr7132754902chr7131096065217SQRYSGAYGASDGLFCTCAGCGGTATTCTGGTGCTTATGGTGCCTCAGATGGCTTGTTCA

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Information of the samples that have these potential fusion neoantigens of CHCHD3-MKLN1

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
SKCMCHCHD3-MKLN1chr7132754902ENST00000262570chr7131096065ENST00000421797TCGA-EE-A20I-06A

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Potential target of CAR-T therapy development for CHCHD3-MKLN1

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 CHCHD3-MKLN1

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 CHCHD3-MKLN1

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