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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:NUMB-TTLL5

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: NUMB-TTLL5
FusionPDB ID: 60952
FusionGDB2.0 ID: 60952
HgeneTgene
Gene symbol

NUMB

TTLL5

Gene ID

8650

254173

Gene nameNUMB endocytic adaptor proteintubulin tyrosine ligase like 10
SynonymsC14orf41|S171|c14_5527TTLL5
Cytomap

14q24.2-q24.3

1p36.33

Type of geneprotein-codingprotein-coding
Descriptionprotein numb homologh-Numbnumb homologinactive polyglycylase TTLL10tubulin tyrosine ligase-like family, member 10tubulin tyrosine ligase-like family, member 5tubulin--tyrosine ligase-like protein 10
Modification date2020031320200313
UniProtAcc

NUMBL

Main function of 5'-partner protein: 609
.
Ensembl transtripts involved in fusion geneENST idsENST00000355058, ENST00000356296, 
ENST00000359560, ENST00000454166, 
ENST00000535282, ENST00000544991, 
ENST00000554521, ENST00000554546, 
ENST00000555238, ENST00000555394, 
ENST00000555738, ENST00000556772, 
ENST00000557597, ENST00000559312, 
ENST00000560335, ENST00000556600, 
ENST00000286650, ENST00000298832, 
ENST00000554510, ENST00000555422, 
ENST00000556893, ENST00000556977, 
ENST00000557636, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score24 X 15 X 9=324019 X 18 X 11=3762
# samples 2624
** MAII scorelog2(26/3240*10)=-3.63941028474353
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(24/3762*10)=-3.97039353791468
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: NUMB [Title/Abstract] AND TTLL5 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: NUMB [Title/Abstract] AND TTLL5 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)NUMB(73759442)-TTLL5(76286350), # samples:3
Anticipated loss of major functional domain due to fusion event.NUMB-TTLL5 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.
NUMB-TTLL5 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.
NUMB-TTLL5 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.
NUMB-TTLL5 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.
NUMB-TTLL5 seems lost the major protein functional domain in Hgene partner, which is a tumor suppressor 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
TgeneTTLL5

GO:0018094

protein polyglycylation

19524510



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/chr14:73759442/chr14:76286350)
- 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 NUMB (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 TTLL5 (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)
ENST00000554546NUMBchr1473759442-ENST00000557636TTLL5chr1476286350+15117742731403376
ENST00000557597NUMBchr1473759442-ENST00000557636TTLL5chr1476286350+14166791781308376
ENST00000555238NUMBchr1473759442-ENST00000557636TTLL5chr1476286350+14577201861349387
ENST00000555394NUMBchr1473759442-ENST00000557636TTLL5chr1476286350+15077702361399387
ENST00000454166NUMBchr1473759442-ENST00000557636TTLL5chr1476286350+1205468181097359
ENST00000544991NUMBchr1473759442-ENST00000557636TTLL5chr1476286350+1205468181097359
ENST00000560335NUMBchr1473759442-ENST00000557636TTLL5chr1476286350+1226489391118359
ENST00000555738NUMBchr1473759442-ENST00000557636TTLL5chr1476286350+1193456391085348
ENST00000559312NUMBchr1473759442-ENST00000557636TTLL5chr1476286350+1226489391118359
ENST00000554521NUMBchr1473759442-ENST00000557636TTLL5chr1476286350+1193456391085348

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
ENST00000554546ENST00000557636NUMBchr1473759442-TTLL5chr1476286350+0.0459076760.9540923
ENST00000557597ENST00000557636NUMBchr1473759442-TTLL5chr1476286350+0.0502002460.9497998
ENST00000555238ENST00000557636NUMBchr1473759442-TTLL5chr1476286350+0.0304746940.9695253
ENST00000555394ENST00000557636NUMBchr1473759442-TTLL5chr1476286350+0.0263429970.973657
ENST00000454166ENST00000557636NUMBchr1473759442-TTLL5chr1476286350+0.040345420.9596545
ENST00000544991ENST00000557636NUMBchr1473759442-TTLL5chr1476286350+0.040345420.9596545
ENST00000560335ENST00000557636NUMBchr1473759442-TTLL5chr1476286350+0.0432998760.95670015
ENST00000555738ENST00000557636NUMBchr1473759442-TTLL5chr1476286350+0.071839220.92816085
ENST00000559312ENST00000557636NUMBchr1473759442-TTLL5chr1476286350+0.0432998760.95670015
ENST00000554521ENST00000557636NUMBchr1473759442-TTLL5chr1476286350+0.071839220.92816085

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 NUMB-TTLL5

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
NUMBchr1473759442TTLL5chr1476286350456139RWICHCFMAVKDTVTNLNLATGIINR
NUMBchr1473759442TTLL5chr1476286350468150RWICHCFMAVKDTVTNLNLATGIINR
NUMBchr1473759442TTLL5chr1476286350489150RWICHCFMAVKDTVTNLNLATGIINR
NUMBchr1473759442TTLL5chr1476286350679167RWICHCFMAVKDTVTNLNLATGIINR
NUMBchr1473759442TTLL5chr1476286350720178RWICHCFMAVKDTVTNLNLATGIINR
NUMBchr1473759442TTLL5chr1476286350770178RWICHCFMAVKDTVTNLNLATGIINR
NUMBchr1473759442TTLL5chr1476286350774167RWICHCFMAVKDTVTNLNLATGIINR

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Potential FusionNeoAntigen Information of NUMB-TTLL5 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.
NUMB-TTLL5_73759442_76286350.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)
NUMB-TTLL5chr1473759442chr1476286350468HLA-A02:38AVKDTVTNL0.92690.6199817
NUMB-TTLL5chr1473759442chr1476286350468HLA-A30:08AVKDTVTNL0.91460.7599817
NUMB-TTLL5chr1473759442chr1476286350468HLA-A02:13AVKDTVTNL0.88930.5927817
NUMB-TTLL5chr1473759442chr1476286350468HLA-A02:21AVKDTVTNL0.67530.6187817
NUMB-TTLL5chr1473759442chr1476286350468HLA-B13:01AVKDTVTNL0.06860.9627817
NUMB-TTLL5chr1473759442chr1476286350468HLA-A02:22FMAVKDTVTNL0.99640.746617
NUMB-TTLL5chr1473759442chr1476286350468HLA-A02:11FMAVKDTVTNL0.98530.6442617
NUMB-TTLL5chr1473759442chr1476286350468HLA-A02:24FMAVKDTVTNL0.98420.6172617
NUMB-TTLL5chr1473759442chr1476286350468HLA-A02:67FMAVKDTVTNL0.98420.6172617
NUMB-TTLL5chr1473759442chr1476286350468HLA-A02:30FMAVKDTVTNL0.98420.6172617
NUMB-TTLL5chr1473759442chr1476286350468HLA-A02:60FMAVKDTVTNL0.98330.5895617
NUMB-TTLL5chr1473759442chr1476286350468HLA-A02:04FMAVKDTVTNL0.98270.7327617
NUMB-TTLL5chr1473759442chr1476286350468HLA-A02:16FMAVKDTVTNL0.96940.5811617
NUMB-TTLL5chr1473759442chr1476286350468HLA-A02:38FMAVKDTVTNL0.96660.7664617
NUMB-TTLL5chr1473759442chr1476286350468HLA-A02:29FMAVKDTVTNL0.94670.6263617
NUMB-TTLL5chr1473759442chr1476286350468HLA-C12:04AVKDTVTNL0.99910.9869817
NUMB-TTLL5chr1473759442chr1476286350468HLA-C06:03AVKDTVTNL0.99910.9845817
NUMB-TTLL5chr1473759442chr1476286350468HLA-C12:12AVKDTVTNL0.99890.8749817
NUMB-TTLL5chr1473759442chr1476286350468HLA-C15:04AVKDTVTNL0.99820.9355817
NUMB-TTLL5chr1473759442chr1476286350468HLA-C15:06AVKDTVTNL0.99710.9363817
NUMB-TTLL5chr1473759442chr1476286350468HLA-C03:19AVKDTVTNL0.99590.9827817
NUMB-TTLL5chr1473759442chr1476286350468HLA-C03:08AVKDTVTNL0.99550.9305817
NUMB-TTLL5chr1473759442chr1476286350468HLA-C12:16AVKDTVTNL0.99480.9454817
NUMB-TTLL5chr1473759442chr1476286350468HLA-C03:07AVKDTVTNL0.99350.9853817
NUMB-TTLL5chr1473759442chr1476286350468HLA-B15:07AVKDTVTNL0.99220.6975817
NUMB-TTLL5chr1473759442chr1476286350468HLA-B15:04AVKDTVTNL0.99150.9253817
NUMB-TTLL5chr1473759442chr1476286350468HLA-C04:06AVKDTVTNL0.98230.9137817
NUMB-TTLL5chr1473759442chr1476286350468HLA-C02:06AVKDTVTNL0.86360.9606817
NUMB-TTLL5chr1473759442chr1476286350468HLA-C03:14AVKDTVTNL0.66340.9766817
NUMB-TTLL5chr1473759442chr1476286350468HLA-C01:17AVKDTVTNL0.4940.9513817
NUMB-TTLL5chr1473759442chr1476286350468HLA-C01:30AVKDTVTNL0.41610.9542817
NUMB-TTLL5chr1473759442chr1476286350468HLA-A02:02FMAVKDTVTNL0.99680.6154617
NUMB-TTLL5chr1473759442chr1476286350468HLA-A02:05FMAVKDTVTNL0.9960.7233617
NUMB-TTLL5chr1473759442chr1476286350468HLA-A02:01FMAVKDTVTNL0.98420.6172617
NUMB-TTLL5chr1473759442chr1476286350468HLA-C12:03AVKDTVTNL0.99890.9635817
NUMB-TTLL5chr1473759442chr1476286350468HLA-C06:17AVKDTVTNL0.99840.9863817
NUMB-TTLL5chr1473759442chr1476286350468HLA-C06:02AVKDTVTNL0.99840.9863817
NUMB-TTLL5chr1473759442chr1476286350468HLA-C15:09AVKDTVTNL0.99820.9355817
NUMB-TTLL5chr1473759442chr1476286350468HLA-C15:02AVKDTVTNL0.99690.9149817
NUMB-TTLL5chr1473759442chr1476286350468HLA-C12:02AVKDTVTNL0.99670.9524817
NUMB-TTLL5chr1473759442chr1476286350468HLA-C15:05AVKDTVTNL0.99650.9349817
NUMB-TTLL5chr1473759442chr1476286350468HLA-C03:03AVKDTVTNL0.99610.9903817
NUMB-TTLL5chr1473759442chr1476286350468HLA-C03:04AVKDTVTNL0.99610.9903817
NUMB-TTLL5chr1473759442chr1476286350468HLA-C03:67AVKDTVTNL0.99040.9849817
NUMB-TTLL5chr1473759442chr1476286350468HLA-C03:17AVKDTVTNL0.98750.9744817
NUMB-TTLL5chr1473759442chr1476286350468HLA-C03:05AVKDTVTNL0.98740.942817
NUMB-TTLL5chr1473759442chr1476286350468HLA-B15:73AVKDTVTNL0.98210.8359817
NUMB-TTLL5chr1473759442chr1476286350468HLA-B07:13AVKDTVTNL0.97750.755817
NUMB-TTLL5chr1473759442chr1476286350468HLA-A02:03AVKDTVTNL0.97670.5281817
NUMB-TTLL5chr1473759442chr1476286350468HLA-B15:30AVKDTVTNL0.96810.8285817
NUMB-TTLL5chr1473759442chr1476286350468HLA-C16:02AVKDTVTNL0.95710.9908817
NUMB-TTLL5chr1473759442chr1476286350468HLA-C06:06AVKDTVTNL0.91960.9903817
NUMB-TTLL5chr1473759442chr1476286350468HLA-A30:01AVKDTVTNL0.91260.8364817
NUMB-TTLL5chr1473759442chr1476286350468HLA-C02:10AVKDTVTNL0.87790.9725817
NUMB-TTLL5chr1473759442chr1476286350468HLA-C02:02AVKDTVTNL0.87790.9725817
NUMB-TTLL5chr1473759442chr1476286350468HLA-A32:01AVKDTVTNL0.87150.9101817
NUMB-TTLL5chr1473759442chr1476286350468HLA-C07:22AVKDTVTNL0.7420.6553817
NUMB-TTLL5chr1473759442chr1476286350468HLA-C07:04AVKDTVTNL0.73230.9429817
NUMB-TTLL5chr1473759442chr1476286350468HLA-C06:08AVKDTVTNL0.72820.9817817
NUMB-TTLL5chr1473759442chr1476286350468HLA-A02:06AVKDTVTNL0.67530.6187817
NUMB-TTLL5chr1473759442chr1476286350468HLA-A25:01AVKDTVTNL0.66030.7835817
NUMB-TTLL5chr1473759442chr1476286350468HLA-C01:02AVKDTVTNL0.50810.9526817
NUMB-TTLL5chr1473759442chr1476286350468HLA-C17:01AVKDTVTNL0.2370.8336817
NUMB-TTLL5chr1473759442chr1476286350468HLA-B35:13MAVKDTVTNL0.9730.9584717
NUMB-TTLL5chr1473759442chr1476286350468HLA-A02:03FMAVKDTVTNL0.99740.8101617

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Potential FusionNeoAntigen Information of NUMB-TTLL5 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 NUMB-TTLL5

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
2468FMAVKDTVTNLNLANUMBTTLL5chr1473759442chr1476286350468

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of NUMB-TTLL5

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-B14:023BVN2468FMAVKDTVTNLNLA-4.9963-5.1097
HLA-B52:013W392468FMAVKDTVTNLNLA-5.24613-5.35953
HLA-A11:014UQ22468FMAVKDTVTNLNLA-3.87488-4.91018
HLA-A24:025HGA2468FMAVKDTVTNLNLA-7.5832-7.6966
HLA-A24:025HGA2468FMAVKDTVTNLNLA-6.54552-7.58082
HLA-B44:053DX82468FMAVKDTVTNLNLA-5.97033-6.08373
HLA-B44:053DX82468FMAVKDTVTNLNLA-3.29319-4.32849

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Vaccine Design for the FusionNeoAntigens of NUMB-TTLL5

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
NUMB-TTLL5chr1473759442chr1476286350617FMAVKDTVTNLTTCATGGCTGTCAAGGACACAGTAACAAACCTG
NUMB-TTLL5chr1473759442chr1476286350717MAVKDTVTNLATGGCTGTCAAGGACACAGTAACAAACCTG
NUMB-TTLL5chr1473759442chr1476286350817AVKDTVTNLGCTGTCAAGGACACAGTAACAAACCTG

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 NUMB-TTLL5

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
BLCANUMB-TTLL5chr1473759442ENST00000454166chr1476286350ENST00000557636TCGA-YF-AA3L-01A

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Potential target of CAR-T therapy development for NUMB-TTLL5

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 NUMB-TTLL5

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 NUMB-TTLL5

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