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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:ASH1L-RGS7

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: ASH1L-RGS7
FusionPDB ID: 7107
FusionGDB2.0 ID: 7107
HgeneTgene
Gene symbol

ASH1L

RGS7

Gene ID

55870

6000

Gene nameASH1 like histone lysine methyltransferaseregulator of G protein signaling 7
SynonymsASH1|ASH1L1|KMT2H|MRD52-
Cytomap

1q22

1q43|1q23.1

Type of geneprotein-codingprotein-coding
Descriptionhistone-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 ASH1Lregulator of G-protein signaling 7regulator of G-protein signaling RGS7regulator of G-protein signalling 7
Modification date2020031320200313
UniProtAcc

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 idsENST00000368346, ENST00000392403, 
ENST00000548830, 
ENST00000331110, 
ENST00000348120, ENST00000366562, 
ENST00000366563, ENST00000366564, 
ENST00000366565, ENST00000401882, 
ENST00000407727, ENST00000446183, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score36 X 20 X 14=1008013 X 11 X 8=1144
# samples 4414
** MAII scorelog2(44/10080*10)=-4.51784830486262
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(14/1144*10)=-3.03058831983342
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: ASH1L [Title/Abstract] AND RGS7 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: ASH1L [Title/Abstract] AND RGS7 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)ASH1L(155447677)-RGS7(240979715), # samples:1
Anticipated loss of major functional domain due to fusion event.ASH1L-RGS7 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.
ASH1L-RGS7 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.
ASH1L-RGS7 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.
ASH1L-RGS7 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
HgeneASH1L

GO:0097676

histone H3-K36 dimethylation

26002201

TgeneRGS7

GO:0043547

positive regulation of GTPase activity

10521509



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/chr1:155447677/chr1:240979715)
- 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 ASH1L (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 RGS7 (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)
ENST00000368346ASH1Lchr1155447677-ENST00000331110RGS7chr1240979715-6405562464056461668
ENST00000368346ASH1Lchr1155447677-ENST00000348120RGS7chr1240979715-7079562464056461668
ENST00000368346ASH1Lchr1155447677-ENST00000366563RGS7chr1240979715-7079562464056461668
ENST00000368346ASH1Lchr1155447677-ENST00000366564RGS7chr1240979715-6998562464056461668
ENST00000368346ASH1Lchr1155447677-ENST00000366565RGS7chr1240979715-7052562464056461668
ENST00000368346ASH1Lchr1155447677-ENST00000446183RGS7chr1240979715-6934562464056461668
ENST00000368346ASH1Lchr1155447677-ENST00000366562RGS7chr1240979715-6350562464056461668
ENST00000368346ASH1Lchr1155447677-ENST00000401882RGS7chr1240979715-6374562464056461668
ENST00000368346ASH1Lchr1155447677-ENST00000407727RGS7chr1240979715-6428562464056461668
ENST00000392403ASH1Lchr1155447677-ENST00000331110RGS7chr1240979715-6244546347954851668
ENST00000392403ASH1Lchr1155447677-ENST00000348120RGS7chr1240979715-6918546347954851668
ENST00000392403ASH1Lchr1155447677-ENST00000366563RGS7chr1240979715-6918546347954851668
ENST00000392403ASH1Lchr1155447677-ENST00000366564RGS7chr1240979715-6837546347954851668
ENST00000392403ASH1Lchr1155447677-ENST00000366565RGS7chr1240979715-6891546347954851668
ENST00000392403ASH1Lchr1155447677-ENST00000446183RGS7chr1240979715-6773546347954851668
ENST00000392403ASH1Lchr1155447677-ENST00000366562RGS7chr1240979715-6189546347954851668
ENST00000392403ASH1Lchr1155447677-ENST00000401882RGS7chr1240979715-6213546347954851668
ENST00000392403ASH1Lchr1155447677-ENST00000407727RGS7chr1240979715-6267546347954851668

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
ENST00000368346ENST00000331110ASH1Lchr1155447677-RGS7chr1240979715-0.0004569830.9995431
ENST00000368346ENST00000348120ASH1Lchr1155447677-RGS7chr1240979715-0.0003404760.99965954
ENST00000368346ENST00000366563ASH1Lchr1155447677-RGS7chr1240979715-0.0003404760.99965954
ENST00000368346ENST00000366564ASH1Lchr1155447677-RGS7chr1240979715-0.0003365810.9996635
ENST00000368346ENST00000366565ASH1Lchr1155447677-RGS7chr1240979715-0.0003356640.9996643
ENST00000368346ENST00000446183ASH1Lchr1155447677-RGS7chr1240979715-0.0003793090.9996207
ENST00000368346ENST00000366562ASH1Lchr1155447677-RGS7chr1240979715-0.0004423990.99955755
ENST00000368346ENST00000401882ASH1Lchr1155447677-RGS7chr1240979715-0.0004576210.99954236
ENST00000368346ENST00000407727ASH1Lchr1155447677-RGS7chr1240979715-0.0004548480.99954516
ENST00000392403ENST00000331110ASH1Lchr1155447677-RGS7chr1240979715-0.0003785380.9996214
ENST00000392403ENST00000348120ASH1Lchr1155447677-RGS7chr1240979715-0.0002801450.9997198
ENST00000392403ENST00000366563ASH1Lchr1155447677-RGS7chr1240979715-0.0002801450.9997198
ENST00000392403ENST00000366564ASH1Lchr1155447677-RGS7chr1240979715-0.0002767430.99972326
ENST00000392403ENST00000366565ASH1Lchr1155447677-RGS7chr1240979715-0.0002758910.9997241
ENST00000392403ENST00000446183ASH1Lchr1155447677-RGS7chr1240979715-0.0003133160.9996867
ENST00000392403ENST00000366562ASH1Lchr1155447677-RGS7chr1240979715-0.0003661650.9996338
ENST00000392403ENST00000401882ASH1Lchr1155447677-RGS7chr1240979715-0.000379090.9996209
ENST00000392403ENST00000407727ASH1Lchr1155447677-RGS7chr1240979715-0.0003767150.9996233

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 ASH1L-RGS7

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

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Potential FusionNeoAntigen Information of ASH1L-RGS7 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.

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)

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Potential FusionNeoAntigen Information of ASH1L-RGS7 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 ASH1L-RGS7

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.

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of ASH1L-RGS7

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

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Vaccine Design for the FusionNeoAntigens of ASH1L-RGS7

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

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 ASH1L-RGS7

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

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Potential target of CAR-T therapy development for ASH1L-RGS7

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 ASH1L-RGS7

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 ASH1L-RGS7

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