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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:FAM107B-ASH1L

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: FAM107B-ASH1L
FusionPDB ID: 28316
FusionGDB2.0 ID: 28316
HgeneTgene
Gene symbol

FAM107B

ASH1L

Gene ID

83641

55870

Gene namefamily with sequence similarity 107 member BASH1 like histone lysine methyltransferase
SynonymsC10orf45|HITSASH1|ASH1L1|KMT2H|MRD52
Cytomap

10p13

1q22

Type of geneprotein-codingprotein-coding
Descriptionprotein FAM107BFAM107B/CDNF fusionheat shock-inducible tumor small proteinhistone-lysine N-methyltransferase ASH1LASH1-like proteinabsent small and homeotic disks protein 1 homologash1 (absent, small, or homeotic)-likelysine N-methyltransferase 2Hprobable histone-lysine N-methyltransferase ASH1L
Modification date2020031320200313
UniProtAcc

Q9H098

Main function of 5'-partner protein:

Q9NR48

Main function of 5'-partner protein: FUNCTION: Histone methyltransferase specifically trimethylating 'Lys-36' of histone H3 forming H3K36me3 (PubMed:21239497). Also monomethylates 'Lys-9' of histone H3 (H3K9me1) in vitro (By similarity). The physiological significance of the H3K9me1 activity is unclear (By similarity). {ECO:0000250|UniProtKB:Q99MY8, ECO:0000269|PubMed:21239497}.
Ensembl transtripts involved in fusion geneENST idsENST00000181796, ENST00000378458, 
ENST00000378462, ENST00000378465, 
ENST00000378467, ENST00000378470, 
ENST00000468747, ENST00000478076, 
ENST00000479731, ENST00000496330, 
ENST00000471815, 
ENST00000548830, 
ENST00000368346, ENST00000392403, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score10 X 8 X 3=24017 X 13 X 7=1547
# samples 1018
** MAII scorelog2(10/240*10)=-1.26303440583379
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(18/1547*10)=-3.10340438511936
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: FAM107B [Title/Abstract] AND ASH1L [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: FAM107B [Title/Abstract] AND ASH1L [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)FAM107B(14572330)-ASH1L(155385714), # samples:1
Anticipated loss of major functional domain due to fusion event.FAM107B-ASH1L 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.
FAM107B-ASH1L 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.
FAM107B-ASH1L 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.
FAM107B-ASH1L 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.
FAM107B-ASH1L seems lost the major protein functional domain in Tgene partner, which is a epigenetic factor due to the frame-shifted ORF.
FAM107B-ASH1L seems lost the major protein functional domain in Tgene partner, which is a essential gene due to the frame-shifted ORF.
FAM107B-ASH1L seems lost the major protein functional domain in Tgene partner, which is a IUPHAR drug target due to the frame-shifted ORF.
FAM107B-ASH1L seems lost the major protein functional domain in Tgene partner, which is a transcription factor 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
TgeneASH1L

GO:0097676

histone H3-K36 dimethylation

26002201



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/chr10:14572330/chr1:155385714)
- 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 FAM107B (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 ASH1L (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)
ENST00000181796FAM107Bchr1014572330-ENST00000368346ASH1Lchr1155385714-636188718339681261
ENST00000181796FAM107Bchr1014572330-ENST00000392403ASH1Lchr1155385714-555988718339531256
ENST00000378458FAM107Bchr1014572330-ENST00000368346ASH1Lchr1155385714-615167754937581069
ENST00000378458FAM107Bchr1014572330-ENST00000392403ASH1Lchr1155385714-534967754937431064
ENST00000478076FAM107Bchr1014572330-ENST00000368346ASH1Lchr1155385714-582334914934301093
ENST00000478076FAM107Bchr1014572330-ENST00000392403ASH1Lchr1155385714-502134914934151088
ENST00000378462FAM107Bchr1014572330-ENST00000368346ASH1Lchr1155385714-5781307833881126
ENST00000378462FAM107Bchr1014572330-ENST00000392403ASH1Lchr1155385714-4979307833731121

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
ENST00000181796ENST00000368346FAM107Bchr1014572330-ASH1Lchr1155385714-0.0001590250.999841
ENST00000181796ENST00000392403FAM107Bchr1014572330-ASH1Lchr1155385714-0.0001491390.99985087
ENST00000378458ENST00000368346FAM107Bchr1014572330-ASH1Lchr1155385714-0.0001709430.99982905
ENST00000378458ENST00000392403FAM107Bchr1014572330-ASH1Lchr1155385714-0.0001429260.99985707
ENST00000478076ENST00000368346FAM107Bchr1014572330-ASH1Lchr1155385714-0.000120180.99987984
ENST00000478076ENST00000392403FAM107Bchr1014572330-ASH1Lchr1155385714-0.0001017680.9998982
ENST00000378462ENST00000368346FAM107Bchr1014572330-ASH1Lchr1155385714-0.0001184320.9998815
ENST00000378462ENST00000392403FAM107Bchr1014572330-ASH1Lchr1155385714-0.000100190.99989974

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 FAM107B-ASH1L

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
FAM107Bchr1014572330ASH1Lchr115538571430799HQDLHRELLMNQKSFNEAPVEIPSPS
FAM107Bchr1014572330ASH1Lchr115538571434966HQDLHRELLMNQKSFNEAPVEIPSPS
FAM107Bchr1014572330ASH1Lchr115538571467742HQDLHRELLMNQKSFNEAPVEIPSPS
FAM107Bchr1014572330ASH1Lchr1155385714887234HQDLHRELLMNQKSFNEAPVEIPSPS

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Potential FusionNeoAntigen Information of FAM107B-ASH1L 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.
FAM107B-ASH1L_14572330_155385714.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)
FAM107B-ASH1Lchr1014572330chr1155385714887HLA-B15:02ELLMNQKSF0.86510.8553615
FAM107B-ASH1Lchr1014572330chr1155385714887HLA-B44:03RELLMNQKSF0.99620.9343515
FAM107B-ASH1Lchr1014572330chr1155385714887HLA-B15:16KSFNEAPVEI0.99430.70041222
FAM107B-ASH1Lchr1014572330chr1155385714887HLA-B15:13ELLMNQKSF0.66960.5372615
FAM107B-ASH1Lchr1014572330chr1155385714887HLA-B08:12ELLMNQKSF0.3780.9031615
FAM107B-ASH1Lchr1014572330chr1155385714887HLA-C15:02KSFNEAPVEI0.99970.92741222
FAM107B-ASH1Lchr1014572330chr1155385714887HLA-B44:13RELLMNQKSF0.99620.9343515
FAM107B-ASH1Lchr1014572330chr1155385714887HLA-B44:07RELLMNQKSF0.99620.9343515
FAM107B-ASH1Lchr1014572330chr1155385714887HLA-B44:26RELLMNQKSF0.99620.9343515

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Potential FusionNeoAntigen Information of FAM107B-ASH1L 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 FAM107B-ASH1L

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
1910ELLMNQKSFNEAPVFAM107BASH1Lchr1014572330chr1155385714887

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of FAM107B-ASH1L

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-B14:023BVN1910ELLMNQKSFNEAPV-7.15543-7.26883
HLA-B14:023BVN1910ELLMNQKSFNEAPV-4.77435-5.80965
HLA-B52:013W391910ELLMNQKSFNEAPV-6.80875-6.92215
HLA-B52:013W391910ELLMNQKSFNEAPV-4.20386-5.23916
HLA-A11:014UQ21910ELLMNQKSFNEAPV-7.5194-8.5547
HLA-A11:014UQ21910ELLMNQKSFNEAPV-6.9601-7.0735
HLA-A24:025HGA1910ELLMNQKSFNEAPV-7.52403-7.63743
HLA-A24:025HGA1910ELLMNQKSFNEAPV-5.82433-6.85963
HLA-B27:056PYJ1910ELLMNQKSFNEAPV-3.28285-4.31815
HLA-B44:053DX81910ELLMNQKSFNEAPV-5.91172-6.94702
HLA-B44:053DX81910ELLMNQKSFNEAPV-4.24346-4.35686

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Vaccine Design for the FusionNeoAntigens of FAM107B-ASH1L

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
FAM107B-ASH1Lchr1014572330chr11553857141222KSFNEAPVEIAAGCTTTAATGAAGCACCAGTTGAGATTCC
FAM107B-ASH1Lchr1014572330chr1155385714515RELLMNQKSFAGAACTTCTTATGAATCAAAAAAGCTTTAA
FAM107B-ASH1Lchr1014572330chr1155385714615ELLMNQKSFACTTCTTATGAATCAAAAAAGCTTTAA

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 FAM107B-ASH1L

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
STADFAM107B-ASH1Lchr1014572330ENST00000181796chr1155385714ENST00000368346TCGA-CD-A4MI

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Potential target of CAR-T therapy development for FAM107B-ASH1L

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 FAM107B-ASH1L

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 FAM107B-ASH1L

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