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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:LRIG1-PPM1L

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: LRIG1-PPM1L
FusionPDB ID: 49678
FusionGDB2.0 ID: 49678
HgeneTgene
Gene symbol

LRIG1

PPM1L

Gene ID

26018

151742

Gene nameleucine rich repeats and immunoglobulin like domains 1protein phosphatase, Mg2+/Mn2+ dependent 1L
SynonymsLIG-1|LIG1PP2C-epsilon|PP2CE|PPM1-LIKE
Cytomap

3p14.1

3q25.33-q26.1

Type of geneprotein-codingprotein-coding
Descriptionleucine-rich repeats and immunoglobulin-like domains protein 1leucine-rich repeat protein LRIG1ortholog of mouse integral membrane glycoprotein LIG-1protein phosphatase 1LPP2C epsilonProtein phosphatase 2C epsilon isoformprotein phosphatase 2C isoform epsilon
Modification date2020032020200313
UniProtAcc

Q96JA1

Main function of 5'-partner protein: FUNCTION: Acts as a feedback negative regulator of signaling by receptor tyrosine kinases, through a mechanism that involves enhancement of receptor ubiquitination and accelerated intracellular degradation. {ECO:0000269|PubMed:15282549}.
.
Ensembl transtripts involved in fusion geneENST idsENST00000273261, ENST00000383703, 
ENST00000496559, 
ENST00000480117, 
ENST00000295839, ENST00000464260, 
ENST00000497343, ENST00000498165, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score11 X 13 X 6=8585 X 5 X 2=50
# samples 145
** MAII scorelog2(14/858*10)=-2.61555082055458
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(5/50*10)=0
Fusion gene context

PubMed: LRIG1 [Title/Abstract] AND PPM1L [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: LRIG1 [Title/Abstract] AND PPM1L [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)LRIG1(66550614)-PPM1L(160679524), # samples:2
Anticipated loss of major functional domain due to fusion event.LRIG1-PPM1L 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.
LRIG1-PPM1L 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.
LRIG1-PPM1L 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.
LRIG1-PPM1L 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


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/chr3:66550614/chr3:160679524)
- 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 LRIG1 (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 PPM1L (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)
ENST00000273261LRIG1chr366550614-ENST00000497343PPM1Lchr3160679524+1226743144761205
ENST00000273261LRIG1chr366550614-ENST00000498165PPM1Lchr3160679524+111777433141426370
ENST00000383703LRIG1chr366550614-ENST00000497343PPM1Lchr3160679524+130582210840276
ENST00000383703LRIG1chr366550614-ENST00000498165PPM1Lchr3160679524+112568223931505370

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
ENST00000273261ENST00000497343LRIG1chr366550614-PPM1Lchr3160679524+0.807249250.19275077
ENST00000273261ENST00000498165LRIG1chr366550614-PPM1Lchr3160679524+0.0010005370.9989994
ENST00000383703ENST00000497343LRIG1chr366550614-PPM1Lchr3160679524+0.79947050.20052953
ENST00000383703ENST00000498165LRIG1chr366550614-PPM1Lchr3160679524+0.0010021090.99899787

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 LRIG1-PPM1L

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
LRIG1chr366550614PPM1Lchr3160679524743143CVARGPALLDAEPTAAEYVKSRLPEA
LRIG1chr366550614PPM1Lchr3160679524822143CVARGPALLDAEPTAAEYVKSRLPEA

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Potential FusionNeoAntigen Information of LRIG1-PPM1L 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.
LRIG1-PPM1L_66550614_160679524.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)
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B44:03AEPTAAEY0.99910.95261018
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B18:01AEPTAAEY0.94840.8951018
LRIG1-PPM1Lchr366550614chr3160679524743HLA-A02:24ALLDAEPTA0.99260.5719615
LRIG1-PPM1Lchr366550614chr3160679524743HLA-A02:67ALLDAEPTA0.99260.5719615
LRIG1-PPM1Lchr366550614chr3160679524743HLA-A02:30ALLDAEPTA0.99260.5719615
LRIG1-PPM1Lchr366550614chr3160679524743HLA-A02:60ALLDAEPTA0.99250.5676615
LRIG1-PPM1Lchr366550614chr3160679524743HLA-A02:16ALLDAEPTA0.99220.5648615
LRIG1-PPM1Lchr366550614chr3160679524743HLA-A02:22ALLDAEPTA0.99170.6207615
LRIG1-PPM1Lchr366550614chr3160679524743HLA-A02:11ALLDAEPTA0.99150.6008615
LRIG1-PPM1Lchr366550614chr3160679524743HLA-A02:27ALLDAEPTA0.98990.6268615
LRIG1-PPM1Lchr366550614chr3160679524743HLA-A02:21ALLDAEPTA0.98950.6735615
LRIG1-PPM1Lchr366550614chr3160679524743HLA-A02:13ALLDAEPTA0.98520.7236615
LRIG1-PPM1Lchr366550614chr3160679524743HLA-A02:38ALLDAEPTA0.9770.646615
LRIG1-PPM1Lchr366550614chr3160679524743HLA-A02:04ALLDAEPTA0.97180.8377615
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B35:08DAEPTAAEY0.95570.8061918
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B35:01DAEPTAAEY0.9310.9022918
LRIG1-PPM1Lchr366550614chr3160679524743HLA-A02:19LLDAEPTAA0.90460.5602716
LRIG1-PPM1Lchr366550614chr3160679524743HLA-A02:35ALLDAEPTA0.90350.5834615
LRIG1-PPM1Lchr366550614chr3160679524743HLA-A02:29ALLDAEPTA0.86310.5804615
LRIG1-PPM1Lchr366550614chr3160679524743HLA-A02:20ALLDAEPTA0.83690.5796615
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B15:02DAEPTAAEY0.72210.9456918
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B18:01DAEPTAAEY0.70920.89918
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B35:05DAEPTAAEY0.45380.6267918
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B35:04DAEPTAAEY0.04350.9581918
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B35:02DAEPTAAEY0.04350.9581918
LRIG1-PPM1Lchr366550614chr3160679524743HLA-A02:27ALLDAEPTAA0.99310.637616
LRIG1-PPM1Lchr366550614chr3160679524743HLA-A02:13ALLDAEPTAA0.99290.735616
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B35:08LDAEPTAAEY0.96270.8603818
LRIG1-PPM1Lchr366550614chr3160679524743HLA-A02:38ALLDAEPTAA0.94790.6741616
LRIG1-PPM1Lchr366550614chr3160679524743HLA-A80:01LLDAEPTAAEY0.99430.5153718
LRIG1-PPM1Lchr366550614chr3160679524743HLA-A02:01ALLDAEPTA0.99260.5719615
LRIG1-PPM1Lchr366550614chr3160679524743HLA-A02:02ALLDAEPTA0.99140.6114615
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B15:31DAEPTAAEY0.91970.903918
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B15:21DAEPTAAEY0.72730.9158918
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B35:12DAEPTAAEY0.04350.9581918
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B15:31LDAEPTAAEY0.9420.8876818
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B44:13AEPTAAEY0.99910.95261018
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B44:07AEPTAAEY0.99910.95261018
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B44:26AEPTAAEY0.99910.95261018
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B15:53AEPTAAEY0.98620.84771018
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B18:11AEPTAAEY0.96410.83541018
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B18:04AEPTAAEY0.96160.90591018
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B18:06AEPTAAEY0.96110.90151018
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B18:08AEPTAAEY0.95050.87061018
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B18:05AEPTAAEY0.94840.8951018
LRIG1-PPM1Lchr366550614chr3160679524743HLA-A02:06ALLDAEPTA0.98950.6735615
LRIG1-PPM1Lchr366550614chr3160679524743HLA-A02:14ALLDAEPTA0.98910.6792615
LRIG1-PPM1Lchr366550614chr3160679524743HLA-A02:03ALLDAEPTA0.9880.6748615
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B35:24DAEPTAAEY0.98310.9357918
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B18:04DAEPTAAEY0.93470.899918
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B35:77DAEPTAAEY0.9310.9022918
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B35:23DAEPTAAEY0.92830.9059918
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B35:20DAEPTAAEY0.92160.9406918
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B18:03DAEPTAAEY0.77780.8783918
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B18:07DAEPTAAEY0.77020.8457918
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B35:11DAEPTAAEY0.75330.9126918
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B18:06DAEPTAAEY0.74250.9029918
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B18:05DAEPTAAEY0.70920.89918
LRIG1-PPM1Lchr366550614chr3160679524743HLA-A25:01DAEPTAAEY0.70070.7883918
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B53:02DAEPTAAEY0.67650.5821918
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B18:08DAEPTAAEY0.67550.8468918
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B35:17DAEPTAAEY0.51120.7923918
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B35:30DAEPTAAEY0.51120.7923918
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B15:13DAEPTAAEY0.24230.689918
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B15:08DAEPTAAEY0.21020.8562918
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B15:11DAEPTAAEY0.20840.8721918
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B35:43DAEPTAAEY0.15850.8601918
LRIG1-PPM1Lchr366550614chr3160679524743HLA-B35:09DAEPTAAEY0.04350.9581918

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Potential FusionNeoAntigen Information of LRIG1-PPM1L 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.
LRIG1-PPM1L_66550614_160679524.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)
LRIG1-PPM1Lchr366550614chr3160679524743DRB1-0409PALLDAEPTAAEYVK520
LRIG1-PPM1Lchr366550614chr3160679524743DRB1-0467PALLDAEPTAAEYVK520
LRIG1-PPM1Lchr366550614chr3160679524743DRB1-0467GPALLDAEPTAAEYV419

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Fusion breakpoint peptide structures of LRIG1-PPM1L

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
383ALLDAEPTAAEYVKLRIG1PPM1Lchr366550614chr3160679524743

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of LRIG1-PPM1L

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-B14:023BVN383ALLDAEPTAAEYVK-7.15543-7.26883
HLA-B14:023BVN383ALLDAEPTAAEYVK-4.77435-5.80965
HLA-B52:013W39383ALLDAEPTAAEYVK-6.80875-6.92215
HLA-B52:013W39383ALLDAEPTAAEYVK-4.20386-5.23916
HLA-A11:014UQ2383ALLDAEPTAAEYVK-7.5194-8.5547
HLA-A11:014UQ2383ALLDAEPTAAEYVK-6.9601-7.0735
HLA-A24:025HGA383ALLDAEPTAAEYVK-7.52403-7.63743
HLA-A24:025HGA383ALLDAEPTAAEYVK-5.82433-6.85963
HLA-B27:056PYJ383ALLDAEPTAAEYVK-3.28285-4.31815
HLA-B44:053DX8383ALLDAEPTAAEYVK-5.91172-6.94702
HLA-B44:053DX8383ALLDAEPTAAEYVK-4.24346-4.35686

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Vaccine Design for the FusionNeoAntigens of LRIG1-PPM1L

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
LRIG1-PPM1Lchr366550614chr31606795241018AEPTAAEYGCGGAGCCTACTGCAGCTGAATAT
LRIG1-PPM1Lchr366550614chr3160679524615ALLDAEPTAGCCCTCCTGGACGCGGAGCCTACTGCA
LRIG1-PPM1Lchr366550614chr3160679524616ALLDAEPTAAGCCCTCCTGGACGCGGAGCCTACTGCAGCT
LRIG1-PPM1Lchr366550614chr3160679524716LLDAEPTAACTCCTGGACGCGGAGCCTACTGCAGCT
LRIG1-PPM1Lchr366550614chr3160679524718LLDAEPTAAEYCTCCTGGACGCGGAGCCTACTGCAGCTGAATAT
LRIG1-PPM1Lchr366550614chr3160679524818LDAEPTAAEYCTGGACGCGGAGCCTACTGCAGCTGAATAT
LRIG1-PPM1Lchr366550614chr3160679524918DAEPTAAEYGACGCGGAGCCTACTGCAGCTGAATAT

check button mRNA and peptide sequences of FusionNeoAntigens that have potential interaction with HLA-IIs.
Fusion geneHchrHbpTchrTbpStart in +/-13AAEnd in +/-13AAFusionNeoAntigen peptideFusionNEoAntigen RNA sequence
LRIG1-PPM1Lchr366550614chr3160679524419GPALLDAEPTAAEYVGGACCTGCCCTCCTGGACGCGGAGCCTACTGCAGCTGAATATGTA
LRIG1-PPM1Lchr366550614chr3160679524520PALLDAEPTAAEYVKCCTGCCCTCCTGGACGCGGAGCCTACTGCAGCTGAATATGTAAAA

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Information of the samples that have these potential fusion neoantigens of LRIG1-PPM1L

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
OVLRIG1-PPM1Lchr366550614ENST00000273261chr3160679524ENST00000498165TCGA-29-1695-01A

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Potential target of CAR-T therapy development for LRIG1-PPM1L

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
TgenePPM1Lchr3:66550614chr3:160679524ENST000002958390426_420234.0TransmembraneHelical
TgenePPM1Lchr3:66550614chr3:160679524ENST000004642601526_420182.0TransmembraneHelical

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 LRIG1-PPM1L

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 LRIG1-PPM1L

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