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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:LMF1-CCDC154

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: LMF1-CCDC154
FusionPDB ID: 45772
FusionGDB2.0 ID: 45772
HgeneTgene
Gene symbol

LMF1

CCDC154

Gene ID

64788

645811

Gene namelipase maturation factor 1coiled-coil domain containing 154
SynonymsC16orf26|HMFN1876|JFP11|TMEM112|TMEM112AC16orf29
Cytomap

16p13.3

16p13.3

Type of geneprotein-codingprotein-coding
Descriptionlipase maturation factor 1transmembrane protein 112coiled-coil domain-containing protein 154
Modification date2020031320200313
UniProtAcc

Q96S06

Main function of 5'-partner protein: FUNCTION: Involved in the maturation of specific proteins in the endoplasmic reticulum. Required for maturation and transport of active lipoprotein lipase (LPL) through the secretory pathway. Each LMF1 molecule chaperones 50 or more molecules of LPL. {ECO:0000250|UniProtKB:Q3U3R4, ECO:0000269|PubMed:24909692}.
.
Ensembl transtripts involved in fusion geneENST idsENST00000539379, ENST00000262301, 
ENST00000399843, ENST00000568897, 
ENST00000543238, ENST00000568268, 
ENST00000389176, ENST00000409671, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score1 X 1 X 1=11 X 1 X 1=1
# samples 11
** MAII scorelog2(1/1*10)=3.32192809488736log2(1/1*10)=3.32192809488736
Fusion gene context

PubMed: LMF1 [Title/Abstract] AND CCDC154 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: LMF1 [Title/Abstract] AND CCDC154 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)LMF1(960931)-CCDC154(1489127), # samples:2
Anticipated loss of major functional domain due to fusion event.
* 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


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/chr16:960931/chr16:1489127)
- 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 LMF1 (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 CCDC154 (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)
ENST00000262301LMF1chr16960931-ENST00000409671CCDC154chr161489127-2034682192010663
ENST00000262301LMF1chr16960931-ENST00000389176CCDC154chr161489127-2052682192031670
ENST00000399843LMF1chr16960931-ENST00000409671CCDC154chr161489127-201766521993663
ENST00000399843LMF1chr16960931-ENST00000389176CCDC154chr161489127-203566522014670
ENST00000568897LMF1chr16960931-ENST00000409671CCDC154chr161489127-18945423861870494
ENST00000568897LMF1chr16960931-ENST00000389176CCDC154chr161489127-19125423861891501

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
ENST00000262301ENST00000409671LMF1chr16960931-CCDC154chr161489127-0.0430095640.9569905
ENST00000262301ENST00000389176LMF1chr16960931-CCDC154chr161489127-0.044374990.955625
ENST00000399843ENST00000409671LMF1chr16960931-CCDC154chr161489127-0.04271620.9572838
ENST00000399843ENST00000389176LMF1chr16960931-CCDC154chr161489127-0.043996010.95600396
ENST00000568897ENST00000409671LMF1chr16960931-CCDC154chr161489127-0.0169467550.98305327
ENST00000568897ENST00000389176LMF1chr16960931-CCDC154chr161489127-0.0175079670.98249197

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 LMF1-CCDC154

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
LMF1chr16960931CCDC154chr16148912754252GFRWLIFRIMLGAAQVTKLGEEVSLR
LMF1chr16960931CCDC154chr161489127665221GFRWLIFRIMLGAAQVTKLGEEVSLR
LMF1chr16960931CCDC154chr161489127682221GFRWLIFRIMLGAAQVTKLGEEVSLR

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Potential FusionNeoAntigen Information of LMF1-CCDC154 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.
LMF1-CCDC154_960931_1489127.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)
LMF1-CCDC154chr16960931chr161489127682HLA-A03:25MLGAAQVTK0.99680.56918
LMF1-CCDC154chr16960931chr161489127682HLA-A02:13RIMLGAAQV0.96280.8442716
LMF1-CCDC154chr16960931chr161489127682HLA-A02:38RIMLGAAQV0.9440.8333716
LMF1-CCDC154chr16960931chr161489127682HLA-A02:27RIMLGAAQV0.94030.7765716
LMF1-CCDC154chr16960931chr161489127682HLA-A02:11RIMLGAAQV0.93090.7538716
LMF1-CCDC154chr16960931chr161489127682HLA-A02:20RIMLGAAQV0.92130.7526716
LMF1-CCDC154chr16960931chr161489127682HLA-A02:35RIMLGAAQV0.88640.7592716
LMF1-CCDC154chr16960931chr161489127682HLA-B13:02RIMLGAAQV0.28050.9514716
LMF1-CCDC154chr16960931chr161489127682HLA-A03:25IMLGAAQVTK0.9970.5628818
LMF1-CCDC154chr16960931chr161489127682HLA-A03:25RIMLGAAQVTK0.99950.6445718
LMF1-CCDC154chr16960931chr161489127682HLA-A03:12RIMLGAAQVTK0.99940.6678718
LMF1-CCDC154chr16960931chr161489127682HLA-A30:08RIMLGAAQVTK0.99430.914718
LMF1-CCDC154chr16960931chr161489127682HLA-A74:11RIMLGAAQVTK0.96390.8055718
LMF1-CCDC154chr16960931chr161489127682HLA-A74:03RIMLGAAQVTK0.96390.8055718
LMF1-CCDC154chr16960931chr161489127682HLA-A74:09RIMLGAAQVTK0.96390.8055718
LMF1-CCDC154chr16960931chr161489127682HLA-A03:01MLGAAQVTK0.99680.56918
LMF1-CCDC154chr16960931chr161489127682HLA-A03:01IMLGAAQVTK0.9970.5628818
LMF1-CCDC154chr16960931chr161489127682HLA-A03:01RIMLGAAQVTK0.99950.6445718
LMF1-CCDC154chr16960931chr161489127682HLA-A02:03RIMLGAAQV0.9750.8591716
LMF1-CCDC154chr16960931chr161489127682HLA-A74:01RIMLGAAQVTK0.96390.8055718

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Potential FusionNeoAntigen Information of LMF1-CCDC154 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 LMF1-CCDC154

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
2551FRIMLGAAQVTKLGLMF1CCDC154chr16960931chr161489127682

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of LMF1-CCDC154

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-B14:023BVN2551FRIMLGAAQVTKLG-7.15543-7.26883
HLA-B14:023BVN2551FRIMLGAAQVTKLG-4.77435-5.80965
HLA-B52:013W392551FRIMLGAAQVTKLG-6.80875-6.92215
HLA-B52:013W392551FRIMLGAAQVTKLG-4.20386-5.23916
HLA-A11:014UQ22551FRIMLGAAQVTKLG-7.5194-8.5547
HLA-A11:014UQ22551FRIMLGAAQVTKLG-6.9601-7.0735
HLA-A24:025HGA2551FRIMLGAAQVTKLG-7.52403-7.63743
HLA-A24:025HGA2551FRIMLGAAQVTKLG-5.82433-6.85963
HLA-B27:056PYJ2551FRIMLGAAQVTKLG-3.28285-4.31815
HLA-B44:053DX82551FRIMLGAAQVTKLG-5.91172-6.94702
HLA-B44:053DX82551FRIMLGAAQVTKLG-4.24346-4.35686

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Vaccine Design for the FusionNeoAntigens of LMF1-CCDC154

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
LMF1-CCDC154chr16960931chr161489127716RIMLGAAQVAGGATCATGCTTGGAGCAGCCCAGGTG
LMF1-CCDC154chr16960931chr161489127718RIMLGAAQVTKAGGATCATGCTTGGAGCAGCCCAGGTGACCAAG
LMF1-CCDC154chr16960931chr161489127818IMLGAAQVTKATCATGCTTGGAGCAGCCCAGGTGACCAAG
LMF1-CCDC154chr16960931chr161489127918MLGAAQVTKATGCTTGGAGCAGCCCAGGTGACCAAG

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 LMF1-CCDC154

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
LGGLMF1-CCDC154chr16960931ENST00000262301chr161489127ENST00000389176TCGA-DU-A6S2-01A

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Potential target of CAR-T therapy development for LMF1-CCDC154

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
HgeneLMF1chr16:960931chr16:1489127ENST00000262301-411128_151221568.0TransmembraneHelical
HgeneLMF1chr16:960931chr16:1489127ENST00000262301-411208_221221568.0TransmembraneHelical
HgeneLMF1chr16:960931chr16:1489127ENST00000262301-41150_72221568.0TransmembraneHelical

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 LMF1-CCDC154

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 LMF1-CCDC154

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