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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:TAOK1-NCOR1

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: TAOK1-NCOR1
FusionPDB ID: 89021
FusionGDB2.0 ID: 89021
HgeneTgene
Gene symbol

TAOK1

NCOR1

Gene ID

57551

9611

Gene nameTAO kinase 1nuclear receptor corepressor 1
SynonymsKFC-B|MAP3K16|MARKK|PSK-2|PSK2|TAO1|hKFC-B|hTAOK1N-CoR|N-CoR1|PPP1R109|TRAC1|hN-CoR
Cytomap

17q11.2

17p12-p11.2

Type of geneprotein-codingprotein-coding
Descriptionserine/threonine-protein kinase TAO1MARK KinaseSTE20-like kinase PSK2kinase from chicken homolog Bmicrotubule affinity regulating kinase kinaseprostate-derived STE20-like kinase 2prostate-derived sterile 20-like kinase 2serine/threonine protein kinnuclear receptor corepressor 1protein phosphatase 1, regulatory subunit 109thyroid hormone- and retinoic acid receptor-associated corepressor 1
Modification date2020031520200313
UniProtAcc.

O75376

Main function of 5'-partner protein: FUNCTION: Mediates transcriptional repression by certain nuclear receptors (PubMed:20812024). Part of a complex which promotes histone deacetylation and the formation of repressive chromatin structures which may impede the access of basal transcription factors. Participates in the transcriptional repressor activity produced by BCL6. Recruited by ZBTB7A to the androgen response elements/ARE on target genes, negatively regulates androgen receptor signaling and androgen-induced cell proliferation (PubMed:20812024). Mediates the NR1D1-dependent repression and circadian regulation of TSHB expression (By similarity). The NCOR1-HDAC3 complex regulates the circadian expression of the core clock gene ARTNL/BMAL1 and the genes involved in lipid metabolism in the liver (By similarity). {ECO:0000250|UniProtKB:Q60974, ECO:0000269|PubMed:14527417, ECO:0000269|PubMed:20812024}.
Ensembl transtripts involved in fusion geneENST idsENST00000261716, ENST00000536202, 
ENST00000395848, ENST00000395857, 
ENST00000583226, ENST00000268712, 
ENST00000395851, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score42 X 23 X 20=1932014 X 14 X 6=1176
# samples 5214
** MAII scorelog2(52/19320*10)=-5.21543966069468
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(14/1176*10)=-3.0703893278914
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: TAOK1 [Title/Abstract] AND NCOR1 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: TAOK1 [Title/Abstract] AND NCOR1 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)TAOK1(27838010)-NCOR1(15984041), # samples:3
Anticipated loss of major functional domain due to fusion event.TAOK1-NCOR1 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.
TAOK1-NCOR1 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.
TAOK1-NCOR1 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.
TAOK1-NCOR1 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
HgeneTAOK1

GO:0006974

cellular response to DNA damage stimulus

17396146

HgeneTAOK1

GO:0016310

phosphorylation

12639963

HgeneTAOK1

GO:0046330

positive regulation of JNK cascade

16407310

HgeneTAOK1

GO:0097194

execution phase of apoptosis

16407310

TgeneNCOR1

GO:0046329

negative regulation of JNK cascade

11931768



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/chr17:27838010/chr17:15984041)
- 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 TAOK1 (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 NCOR1 (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)
ENST00000261716TAOK1chr1727838010+ENST00000268712NCOR1chr1715984041-9508222350763681953
ENST00000261716TAOK1chr1727838010+ENST00000395851NCOR1chr1715984041-6904222350760111834
ENST00000536202TAOK1chr1727838010+ENST00000268712NCOR1chr1715984041-9177189217660371953
ENST00000536202TAOK1chr1727838010+ENST00000395851NCOR1chr1715984041-6573189217656801834

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
ENST00000261716ENST00000268712TAOK1chr1727838010+NCOR1chr1715984041-0.0003557130.9996443
ENST00000261716ENST00000395851TAOK1chr1727838010+NCOR1chr1715984041-0.0016519330.9983481
ENST00000536202ENST00000268712TAOK1chr1727838010+NCOR1chr1715984041-0.0002553290.9997447
ENST00000536202ENST00000395851TAOK1chr1727838010+NCOR1chr1715984041-0.0013021510.9986979

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 TAOK1-NCOR1

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
TAOK1chr1727838010NCOR1chr171598404118921219NSASMSPGHPTHLAAAASAERERERE
TAOK1chr1727838010NCOR1chr17159840411892572KREYKLRKEQLKEGTPGTYLTSHNQA
TAOK1chr1727838010NCOR1chr171598404122231219NSASMSPGHPTHLAAAASAERERERE
TAOK1chr1727838010NCOR1chr17159840412223572KREYKLRKEQLKEGTPGTYLTSHNQA

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Potential FusionNeoAntigen Information of TAOK1-NCOR1 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.
TAOK1-NCOR1_27838010_15984041.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)
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B45:01KEQLKEGTP0.98110.8163716
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B13:01KEGTPGTYL0.91360.95761120
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B47:01KEGTPGTYL0.67590.76011120
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B44:03KEGTPGTYL0.62750.9631120
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B41:01KEQLKEGTP0.59760.8963716
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B41:01KEGTPGTYL0.24950.97331120
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B39:13KEGTPGTYL0.1330.98681120
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B15:03LKEGTPGTY0.08590.84531019
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B15:18LKEGTPGTY0.08280.80291019
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B15:01QLKEGTPGTY0.99990.823919
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B15:25QLKEGTPGTY0.98650.8712919
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B15:02QLKEGTPGTY0.97380.8898919
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B15:01EQLKEGTPGTY0.99940.6493819
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B15:02EQLKEGTPGTY0.99460.8376819
TAOK1-NCOR1chr1727838010chr17159840412223HLA-A02:22QLKEGTPGTYL0.99050.5917920
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B40:03KEGTPGTYL0.81780.52491120
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B39:08KEGTPGTYL0.31150.97051120
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B15:07QLKEGTPGTY0.99970.5423919
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B15:04QLKEGTPGTY0.98980.8276919
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B15:21QLKEGTPGTY0.97220.87919
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B15:05QLKEGTPGTY0.76130.8798919
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B15:31QLKEGTPGTY0.73920.8869919
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B15:31EQLKEGTPGTY0.98830.6607819
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B15:05EQLKEGTPGTY0.98780.6481819
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B40:04KEGTPGTYL0.99310.78271120
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B44:13KEGTPGTYL0.62750.9631120
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B44:07KEGTPGTYL0.62750.9631120
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B44:26KEGTPGTYL0.62750.9631120
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B41:03KEGTPGTYL0.32920.68751120
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B48:02LKEGTPGTY0.17470.94921019
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B39:02KEGTPGTYL0.15860.98791120
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B15:54LKEGTPGTY0.00670.90861019
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B15:125QLKEGTPGTY0.99990.823919
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B15:135QLKEGTPGTY0.99990.8293919
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B15:33QLKEGTPGTY0.99990.823919
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B15:27QLKEGTPGTY0.99990.842919
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B15:34QLKEGTPGTY0.99990.823919
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B15:11QLKEGTPGTY0.99980.7988919
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B15:50QLKEGTPGTY0.99980.8856919
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B15:24QLKEGTPGTY0.99970.8466919
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B15:08QLKEGTPGTY0.99970.8086919
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B15:53QLKEGTPGTY0.99970.8055919
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B15:35QLKEGTPGTY0.99960.8185919
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B15:12QLKEGTPGTY0.99950.8109919
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B15:54QLKEGTPGTY0.99390.7677919
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B15:39QLKEGTPGTY0.98670.7966919
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B15:13QLKEGTPGTY0.84180.7877919
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B15:20QLKEGTPGTY0.77140.9121919
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B35:28QLKEGTPGTY0.72650.9124919
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B15:34EQLKEGTPGTY0.99940.6493819
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B15:125EQLKEGTPGTY0.99940.6493819
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B15:33EQLKEGTPGTY0.99940.6493819
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B15:27EQLKEGTPGTY0.99920.6874819
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B15:135EQLKEGTPGTY0.99920.6396819
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B15:50EQLKEGTPGTY0.99860.5888819
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B15:53EQLKEGTPGTY0.99830.6204819
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B15:12EQLKEGTPGTY0.99790.6541819
TAOK1-NCOR1chr1727838010chr17159840412223HLA-A02:03QLKEGTPGTYL0.9950.6959920
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B15:20EQLKEGTPGTY0.98830.7241819
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B35:28EQLKEGTPGTY0.98590.7265819
TAOK1-NCOR1chr1727838010chr17159840412223HLA-B35:20EQLKEGTPGTY0.98570.7459819

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Potential FusionNeoAntigen Information of TAOK1-NCOR1 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.
TAOK1-NCOR1_27838010_15984041.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)
TAOK1-NCOR1chr1727838010chr17159840412223DRB5-0103KREYKLRKEQLKEGT015

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Fusion breakpoint peptide structures of TAOK1-NCOR1

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
7969RKEQLKEGTPGTYLTAOK1NCOR1chr1727838010chr17159840412223

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of TAOK1-NCOR1

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-B14:023BVN7969RKEQLKEGTPGTYL-7.15543-7.26883
HLA-B14:023BVN7969RKEQLKEGTPGTYL-4.77435-5.80965
HLA-B52:013W397969RKEQLKEGTPGTYL-6.80875-6.92215
HLA-B52:013W397969RKEQLKEGTPGTYL-4.20386-5.23916
HLA-A11:014UQ27969RKEQLKEGTPGTYL-7.5194-8.5547
HLA-A11:014UQ27969RKEQLKEGTPGTYL-6.9601-7.0735
HLA-A24:025HGA7969RKEQLKEGTPGTYL-7.52403-7.63743
HLA-A24:025HGA7969RKEQLKEGTPGTYL-5.82433-6.85963
HLA-B27:056PYJ7969RKEQLKEGTPGTYL-3.28285-4.31815
HLA-B44:053DX87969RKEQLKEGTPGTYL-5.91172-6.94702
HLA-B44:053DX87969RKEQLKEGTPGTYL-4.24346-4.35686

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Vaccine Design for the FusionNeoAntigens of TAOK1-NCOR1

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
TAOK1-NCOR1chr1727838010chr17159840411019LKEGTPGTYCTTAAAGAGGGAACACCAGGCACTTAT
TAOK1-NCOR1chr1727838010chr17159840411120KEGTPGTYLAAAGAGGGAACACCAGGCACTTATTTG
TAOK1-NCOR1chr1727838010chr1715984041716KEQLKEGTPAAAGAGCAGCTTAAAGAGGGAACACCA
TAOK1-NCOR1chr1727838010chr1715984041819EQLKEGTPGTYGAGCAGCTTAAAGAGGGAACACCAGGCACTTAT
TAOK1-NCOR1chr1727838010chr1715984041919QLKEGTPGTYCAGCTTAAAGAGGGAACACCAGGCACTTAT
TAOK1-NCOR1chr1727838010chr1715984041920QLKEGTPGTYLCAGCTTAAAGAGGGAACACCAGGCACTTATTTG

check button mRNA and peptide sequences of FusionNeoAntigens that have potential interaction with HLA-IIs.
Fusion geneHchrHbpTchrTbpStart in +/-13AAEnd in +/-13AAFusionNeoAntigen peptideFusionNEoAntigen RNA sequence
TAOK1-NCOR1chr1727838010chr1715984041015KREYKLRKEQLKEGTAAAAGAGAGTATAAACTTCGAAAAGAGCAGCTTAAAGAGGGAACA

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Information of the samples that have these potential fusion neoantigens of TAOK1-NCOR1

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
CHOLTAOK1-NCOR1chr1727838010ENST00000261716chr1715984041ENST00000268712TCGA-W5-AA31-01A

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Potential target of CAR-T therapy development for TAOK1-NCOR1

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 TAOK1-NCOR1

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 TAOK1-NCOR1

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