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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:AVL9-ERC1

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: AVL9-ERC1
FusionPDB ID: 8541
FusionGDB2.0 ID: 8541
HgeneTgene
Gene symbol

AVL9

ERC1

Gene ID

23080

23085

Gene nameAVL9 cell migration associatedELKS/RAB6-interacting/CAST family member 1
SynonymsKIAA0241Cast2|ELKS|ERC-1|RAB6IP2
Cytomap

7p14.3

12p13.33

Type of geneprotein-codingprotein-coding
Descriptionlate secretory pathway protein AVL9 homologAVL9 homolog (S. cerevisiase)ELKS/Rab6-interacting/CAST family member 1RAB6 interacting protein 2
Modification date2020031320200313
UniProtAcc

Q8NBF6

Main function of 5'-partner protein: FUNCTION: Functions in cell migration. {ECO:0000269|PubMed:22595670}.

Q8IUD2

Main function of 5'-partner protein: FUNCTION: Regulatory subunit of the IKK complex. Probably recruits IkappaBalpha/NFKBIA to the complex. May be involved in the organization of the cytomatrix at the nerve terminals active zone (CAZ) which regulates neurotransmitter release. May be involved in vesicle trafficking at the CAZ. May be involved in Rab-6 regulated endosomes to Golgi transport. {ECO:0000269|PubMed:15218148}.
Ensembl transtripts involved in fusion geneENST idsENST00000459629, ENST00000318709, 
ENST00000404479, ENST00000409301, 
ENST00000355446, ENST00000360905, 
ENST00000397203, ENST00000543086, 
ENST00000546231, ENST00000589028, 
ENST00000536573, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score10 X 3 X 7=21023 X 29 X 12=8004
# samples 1233
** MAII scorelog2(12/210*10)=-0.807354922057604
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(33/8004*10)=-4.60018323765993
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: AVL9 [Title/Abstract] AND ERC1 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: AVL9 [Title/Abstract] AND ERC1 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)AVL9(32535414)-ERC1(1517315), # samples:1
Anticipated loss of major functional domain due to fusion event.AVL9-ERC1 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.
AVL9-ERC1 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.
AVL9-ERC1 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.
AVL9-ERC1 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
HgeneAVL9

GO:0016477

cell migration

22595670

TgeneERC1

GO:0007252

I-kappaB phosphorylation

15218148



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/chr7:32535414/chr12:1517315)
- 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 AVL9 (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 ERC1 (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)
ENST00000404479AVL9chr732535414+ENST00000543086ERC1chr121517315+6222930518172
ENST00000404479AVL9chr732535414+ENST00000546231ERC1chr121517315+1018930518172
ENST00000404479AVL9chr732535414+ENST00000397203ERC1chr121517315+6213930518172
ENST00000404479AVL9chr732535414+ENST00000360905ERC1chr121517315+2776930518172
ENST00000404479AVL9chr732535414+ENST00000589028ERC1chr121517315+6213930518172
ENST00000404479AVL9chr732535414+ENST00000355446ERC1chr121517315+2832931396908162
ENST00000318709AVL9chr732535414+ENST00000543086ERC1chr121517315+6443314221739172
ENST00000318709AVL9chr732535414+ENST00000546231ERC1chr121517315+1239314221739172
ENST00000318709AVL9chr732535414+ENST00000397203ERC1chr121517315+6434314221739172
ENST00000318709AVL9chr732535414+ENST00000360905ERC1chr121517315+2997314221739172
ENST00000318709AVL9chr732535414+ENST00000589028ERC1chr121517315+6434314221739172
ENST00000318709AVL9chr732535414+ENST00000355446ERC1chr121517315+305331416171129162
ENST00000409301AVL9chr732535414+ENST00000543086ERC1chr121517315+6406277184702172
ENST00000409301AVL9chr732535414+ENST00000546231ERC1chr121517315+1202277184702172
ENST00000409301AVL9chr732535414+ENST00000397203ERC1chr121517315+6397277184702172
ENST00000409301AVL9chr732535414+ENST00000360905ERC1chr121517315+2960277184702172
ENST00000409301AVL9chr732535414+ENST00000589028ERC1chr121517315+6397277184702172
ENST00000409301AVL9chr732535414+ENST00000355446ERC1chr121517315+301627715801092162

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
ENST00000404479ENST00000543086AVL9chr732535414+ERC1chr121517315+0.0037818590.99621814
ENST00000404479ENST00000546231AVL9chr732535414+ERC1chr121517315+0.0022896050.99771035
ENST00000404479ENST00000397203AVL9chr732535414+ERC1chr121517315+0.0045640120.995436
ENST00000404479ENST00000360905AVL9chr732535414+ERC1chr121517315+0.0026177730.9973822
ENST00000404479ENST00000589028AVL9chr732535414+ERC1chr121517315+0.0045640120.995436
ENST00000404479ENST00000355446AVL9chr732535414+ERC1chr121517315+0.0096507730.9903493
ENST00000318709ENST00000543086AVL9chr732535414+ERC1chr121517315+0.0037406320.99625933
ENST00000318709ENST00000546231AVL9chr732535414+ERC1chr121517315+0.0031119610.996888
ENST00000318709ENST00000397203AVL9chr732535414+ERC1chr121517315+0.0045212850.9954787
ENST00000318709ENST00000360905AVL9chr732535414+ERC1chr121517315+0.0036299060.9963701
ENST00000318709ENST00000589028AVL9chr732535414+ERC1chr121517315+0.0045212850.9954787
ENST00000318709ENST00000355446AVL9chr732535414+ERC1chr121517315+0.0145911530.98540884
ENST00000409301ENST00000543086AVL9chr732535414+ERC1chr121517315+0.0037768470.9962231
ENST00000409301ENST00000546231AVL9chr732535414+ERC1chr121517315+0.0039631810.9960368
ENST00000409301ENST00000397203AVL9chr732535414+ERC1chr121517315+0.0045589210.9954411
ENST00000409301ENST00000360905AVL9chr732535414+ERC1chr121517315+0.0028482990.9971517
ENST00000409301ENST00000589028AVL9chr732535414+ERC1chr121517315+0.0045589210.9954411
ENST00000409301ENST00000355446AVL9chr732535414+ERC1chr121517315+0.014751960.9852481

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 AVL9-ERC1

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
AVL9chr732535414ERC1chr12151731527731IVVVGFHHKKGCQTQNRMKLMADNYE
AVL9chr732535414ERC1chr12151731531431IVVVGFHHKKGCQTQNRMKLMADNYE
AVL9chr732535414ERC1chr1215173159331IVVVGFHHKKGCQTQNRMKLMADNYE

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Potential FusionNeoAntigen Information of AVL9-ERC1 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.
AVL9-ERC1_32535414_1517315.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)
AVL9-ERC1chr732535414chr121517315314HLA-B39:06FHHKKGCQT0.97040.8209514

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Potential FusionNeoAntigen Information of AVL9-ERC1 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 AVL9-ERC1

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
3352HHKKGCQTQNRMKLAVL9ERC1chr732535414chr121517315314

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of AVL9-ERC1

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-B14:023BVN3352HHKKGCQTQNRMKL-7.15543-7.26883
HLA-B14:023BVN3352HHKKGCQTQNRMKL-4.77435-5.80965
HLA-B52:013W393352HHKKGCQTQNRMKL-6.80875-6.92215
HLA-B52:013W393352HHKKGCQTQNRMKL-4.20386-5.23916
HLA-A11:014UQ23352HHKKGCQTQNRMKL-7.5194-8.5547
HLA-A11:014UQ23352HHKKGCQTQNRMKL-6.9601-7.0735
HLA-A24:025HGA3352HHKKGCQTQNRMKL-7.52403-7.63743
HLA-A24:025HGA3352HHKKGCQTQNRMKL-5.82433-6.85963
HLA-B27:056PYJ3352HHKKGCQTQNRMKL-3.28285-4.31815
HLA-B44:053DX83352HHKKGCQTQNRMKL-5.91172-6.94702
HLA-B44:053DX83352HHKKGCQTQNRMKL-4.24346-4.35686

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Vaccine Design for the FusionNeoAntigens of AVL9-ERC1

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
AVL9-ERC1chr732535414chr121517315514FHHKKGCQTTTTCACCACAAGAAGGGCTGCCAGACG

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 AVL9-ERC1

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
STADAVL9-ERC1chr732535414ENST00000318709chr121517315ENST00000360905TCGA-CD-5798-01A

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Potential target of CAR-T therapy development for AVL9-ERC1

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 AVL9-ERC1

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 AVL9-ERC1

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
TgeneERC1C0238463Papillary thyroid carcinoma1ORPHANET
TgeneERC1C4749581Distal monosomy 12p1ORPHANET