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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:TUFT1-ZBTB18

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: TUFT1-ZBTB18
FusionPDB ID: 95442
FusionGDB2.0 ID: 95442
HgeneTgene
Gene symbol

TUFT1

ZBTB18

Gene ID

7286

10472

Gene nametuftelin 1zinc finger and BTB domain containing 18
Synonyms-C2H2-171|MRD22|RP58|TAZ-1|ZNF238
Cytomap

1q21.3

1q44

Type of geneprotein-codingprotein-coding
Descriptiontuftelinzinc finger and BTB domain-containing protein 1858 kDa repressor proteintranscriptional repressor RP58translin-associated zinc finger protein 1zinc finger protein 238zinc finger protein C2H2-171
Modification date2020031320200315
UniProtAcc..
Ensembl transtripts involved in fusion geneENST idsENST00000538902, ENST00000353024, 
ENST00000368848, ENST00000368849, 
ENST00000392712, 
ENST00000358704, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score10 X 6 X 10=6006 X 4 X 3=72
# samples 135
** MAII scorelog2(13/600*10)=-2.20645087746743
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(5/72*10)=-0.526068811667588
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: TUFT1 [Title/Abstract] AND ZBTB18 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: TUFT1 [Title/Abstract] AND ZBTB18 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)TUFT1(151512902)-ZBTB18(244217090), # samples:1
Anticipated loss of major functional domain due to fusion event.TUFT1-ZBTB18 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.
TUFT1-ZBTB18 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
TgeneZBTB18

GO:0045944

positive regulation of transcription by RNA polymerase II

25796446



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/chr1:151512902/chr1:244217090)
- 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 TUFT1 (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 ZBTB18 (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)
ENST00000353024TUFT1chr1151512902+ENST00000358704ZBTB18chr1244217090+3811122791704541
ENST00000392712TUFT1chr1151512902+ENST00000358704ZBTB18chr1244217090+3811122791704541
ENST00000368849TUFT1chr1151512902+ENST00000358704ZBTB18chr1244217090+3811122791704541
ENST00000368848TUFT1chr1151512902+ENST00000358704ZBTB18chr1244217090+3808119761701541

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
ENST00000353024ENST00000358704TUFT1chr1151512902+ZBTB18chr1244217090+0.0001634340.99983656
ENST00000392712ENST00000358704TUFT1chr1151512902+ZBTB18chr1244217090+0.0001634340.99983656
ENST00000368849ENST00000358704TUFT1chr1151512902+ZBTB18chr1244217090+0.0001634340.99983656
ENST00000368848ENST00000358704TUFT1chr1151512902+ZBTB18chr1244217090+0.000165190.9998348

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 TUFT1-ZBTB18

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
TUFT1chr1151512902ZBTB18chr124421709011914VYPGGRAPRGPGGGYEDSMEFPDHSR
TUFT1chr1151512902ZBTB18chr124421709012214VYPGGRAPRGPGGGYEDSMEFPDHSR

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Potential FusionNeoAntigen Information of TUFT1-ZBTB18 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.
TUFT1-ZBTB18_151512902_244217090.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)
TUFT1-ZBTB18chr1151512902chr1244217090122HLA-B07:05APRGPGGGY0.95740.5095615
TUFT1-ZBTB18chr1151512902chr1244217090122HLA-B35:01APRGPGGGY0.93250.6779615
TUFT1-ZBTB18chr1151512902chr1244217090122HLA-B35:08APRGPGGGY0.9320.7061615
TUFT1-ZBTB18chr1151512902chr1244217090122HLA-B15:02APRGPGGGY0.84720.8879615
TUFT1-ZBTB18chr1151512902chr1244217090122HLA-B07:02RAPRGPGGGY0.75990.5101515
TUFT1-ZBTB18chr1151512902chr1244217090122HLA-B15:31APRGPGGGY0.93390.6971615
TUFT1-ZBTB18chr1151512902chr1244217090122HLA-B07:12APRGPGGGY0.78750.6243615
TUFT1-ZBTB18chr1151512902chr1244217090122HLA-B35:77APRGPGGGY0.93250.6779615
TUFT1-ZBTB18chr1151512902chr1244217090122HLA-B35:23APRGPGGGY0.93040.6876615
TUFT1-ZBTB18chr1151512902chr1244217090122HLA-B35:11APRGPGGGY0.8480.7382615
TUFT1-ZBTB18chr1151512902chr1244217090122HLA-B35:30APRGPGGGY0.84490.5871615
TUFT1-ZBTB18chr1151512902chr1244217090122HLA-B35:17APRGPGGGY0.84490.5871615
TUFT1-ZBTB18chr1151512902chr1244217090122HLA-B35:24APRGPGGGY0.79270.6237615
TUFT1-ZBTB18chr1151512902chr1244217090122HLA-B15:08APRGPGGGY0.42570.7423615
TUFT1-ZBTB18chr1151512902chr1244217090122HLA-B15:11APRGPGGGY0.42010.7494615
TUFT1-ZBTB18chr1151512902chr1244217090122HLA-B35:43APRGPGGGY0.37120.7403615
TUFT1-ZBTB18chr1151512902chr1244217090122HLA-B07:09APRGPGGGYE0.9920.5007616
TUFT1-ZBTB18chr1151512902chr1244217090122HLA-B15:11RAPRGPGGGY0.98680.6466515
TUFT1-ZBTB18chr1151512902chr1244217090122HLA-B07:22RAPRGPGGGY0.75990.5101515
TUFT1-ZBTB18chr1151512902chr1244217090122HLA-B07:09RAPRGPGGGYE0.99240.5405516
TUFT1-ZBTB18chr1151512902chr1244217090122HLA-B07:09GRAPRGPGGGY0.93530.5329415

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Potential FusionNeoAntigen Information of TUFT1-ZBTB18 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.
TUFT1-ZBTB18_151512902_244217090.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)
TUFT1-ZBTB18chr1151512902chr1244217090122DRB1-0908GGGYEDSMEFPDHSR1126

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Fusion breakpoint peptide structures of TUFT1-ZBTB18

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
497APRGPGGGYEDSMETUFT1ZBTB18chr1151512902chr1244217090122

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of TUFT1-ZBTB18

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-B14:023BVN497APRGPGGGYEDSME-6.66017-6.77357
HLA-B14:023BVN497APRGPGGGYEDSME-3.48242-4.51772
HLA-B27:093CZF497APRGPGGGYEDSME10000.110000
HLA-B52:013W39497APRGPGGGYEDSME-5.06127-5.17467
HLA-B52:013W39497APRGPGGGYEDSME-4.23673-5.27203
HLA-B18:014JQV497APRGPGGGYEDSME-3.70535-3.81875
HLA-A11:014UQ2497APRGPGGGYEDSME-8.9083-9.0217
HLA-A11:014UQ2497APRGPGGGYEDSME-5.86986-6.90516
HLA-A24:025HGA497APRGPGGGYEDSME-6.45287-6.56627
HLA-A24:025HGA497APRGPGGGYEDSME-6.01305-7.04835
HLA-B27:056PYJ497APRGPGGGYEDSME-4.82238-5.85768
HLA-B27:056PYJ497APRGPGGGYEDSME-4.78695-4.90035
HLA-B27:036PZ5497APRGPGGGYEDSME-5.33736-5.45076
HLA-B27:036PZ5497APRGPGGGYEDSME-2.16924-3.20454
HLA-B44:053DX8497APRGPGGGYEDSME-5.3498-5.4632
HLA-B44:053DX8497APRGPGGGYEDSME-3.28888-4.32418
HLA-A02:016TDR497APRGPGGGYEDSME-2.20851-3.24381

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Vaccine Design for the FusionNeoAntigens of TUFT1-ZBTB18

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
TUFT1-ZBTB18chr1151512902chr1244217090415GRAPRGPGGGYGACGTGCACCCAGAGGACCAGGCGGCGGTTATG
TUFT1-ZBTB18chr1151512902chr1244217090515RAPRGPGGGYGTGCACCCAGAGGACCAGGCGGCGGTTATG
TUFT1-ZBTB18chr1151512902chr1244217090516RAPRGPGGGYEGTGCACCCAGAGGACCAGGCGGCGGTTATGAAG
TUFT1-ZBTB18chr1151512902chr1244217090615APRGPGGGYCACCCAGAGGACCAGGCGGCGGTTATG
TUFT1-ZBTB18chr1151512902chr1244217090616APRGPGGGYECACCCAGAGGACCAGGCGGCGGTTATGAAG

check button mRNA and peptide sequences of FusionNeoAntigens that have potential interaction with HLA-IIs.
Fusion geneHchrHbpTchrTbpStart in +/-13AAEnd in +/-13AAFusionNeoAntigen peptideFusionNEoAntigen RNA sequence
TUFT1-ZBTB18chr1151512902chr12442170901126GGGYEDSMEFPDHSRGCGGCGGTTATGAAGACAGTATGGAGTTTCCAGACCATAGTAGAC

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Information of the samples that have these potential fusion neoantigens of TUFT1-ZBTB18

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
PRADTUFT1-ZBTB18chr1151512902ENST00000353024chr1244217090ENST00000358704TCGA-EJ-5518-01A

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Potential target of CAR-T therapy development for TUFT1-ZBTB18

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 TUFT1-ZBTB18

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 TUFT1-ZBTB18

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