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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:TUBD1-CDK12

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: TUBD1-CDK12
FusionPDB ID: 95378
FusionGDB2.0 ID: 95378
HgeneTgene
Gene symbol

TUBD1

CDK12

Gene ID

51174

51755

Gene nametubulin delta 1cyclin dependent kinase 12
SynonymsTUBDCRK7|CRKR|CRKRS
Cytomap

17q23.1

17q12

Type of geneprotein-codingprotein-coding
Descriptiontubulin delta chaindelta-tubulincyclin-dependent kinase 12CDC2-related protein kinase 7Cdc2-related kinase, arginine/serine-richcell division cycle 2-related protein kinase 7cell division protein kinase 12
Modification date2020031320200313
UniProtAcc.

Q9NYV4

Main function of 5'-partner protein: FUNCTION: Cyclin-dependent kinase that phosphorylates the C-terminal domain (CTD) of the large subunit of RNA polymerase II (POLR2A), thereby acting as a key regulator of transcription elongation. Regulates the expression of genes involved in DNA repair and is required for the maintenance of genomic stability. Preferentially phosphorylates 'Ser-5' in CTD repeats that are already phosphorylated at 'Ser-7', but can also phosphorylate 'Ser-2'. Required for RNA splicing, possibly by phosphorylating SRSF1/SF2. Involved in regulation of MAP kinase activity, possibly leading to affect the response to estrogen inhibitors. {ECO:0000269|PubMed:11683387, ECO:0000269|PubMed:19651820, ECO:0000269|PubMed:20952539, ECO:0000269|PubMed:22012619, ECO:0000269|PubMed:24662513}.
Ensembl transtripts involved in fusion geneENST idsENST00000325752, ENST00000340993, 
ENST00000346141, ENST00000376094, 
ENST00000394239, ENST00000539018, 
ENST00000592426, ENST00000591611, 
ENST00000559545, ENST00000430627, 
ENST00000447079, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score16 X 16 X 8=204836 X 30 X 14=15120
# samples 2255
** MAII scorelog2(22/2048*10)=-3.21864028647534
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(55/15120*10)=-4.78088271069641
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: TUBD1 [Title/Abstract] AND CDK12 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: TUBD1 [Title/Abstract] AND CDK12 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)TUBD1(57943970)-CDK12(37667782), # samples:3
Anticipated loss of major functional domain due to fusion event.TUBD1-CDK12 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.
TUBD1-CDK12 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.
TUBD1-CDK12 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.
TUBD1-CDK12 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.
TUBD1-CDK12 seems lost the major protein functional domain in Hgene partner, which is a essential gene due to the frame-shifted ORF.
TUBD1-CDK12 seems lost the major protein functional domain in Tgene partner, which is a CGC due to the frame-shifted ORF.
TUBD1-CDK12 seems lost the major protein functional domain in Tgene partner, which is a essential gene due to the frame-shifted ORF.
TUBD1-CDK12 seems lost the major protein functional domain in Tgene partner, which is a IUPHAR drug target due to the frame-shifted ORF.
TUBD1-CDK12 seems lost the major protein functional domain in Tgene partner, which is a kinase 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
TgeneCDK12

GO:0046777

protein autophosphorylation

11683387



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/chr17:57943970/chr17:37667782)
- 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 TUBD1 (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 CDK12 (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)
ENST00000346141TUBD1chr1757943970-ENST00000430627CDK12chr1737667782+33123713992150583
ENST00000346141TUBD1chr1757943970-ENST00000447079CDK12chr1737667782+60083713992177592
ENST00000325752TUBD1chr1757943970-ENST00000430627CDK12chr1737667782+4294135313813132583
ENST00000325752TUBD1chr1757943970-ENST00000447079CDK12chr1737667782+6990135313813159592
ENST00000340993TUBD1chr1757943970-ENST00000430627CDK12chr1737667782+4114117312012952583
ENST00000340993TUBD1chr1757943970-ENST00000447079CDK12chr1737667782+6810117312012979592
ENST00000325752TUBD1chr1757951900-ENST00000430627CDK12chr1737667782+4153121212402991583
ENST00000325752TUBD1chr1757951900-ENST00000447079CDK12chr1737667782+6849121212403018592
ENST00000394239TUBD1chr1757951900-ENST00000430627CDK12chr1737667782+4076113511632914583
ENST00000394239TUBD1chr1757951900-ENST00000447079CDK12chr1737667782+6772113511632941592
ENST00000325752TUBD1chr1757955464-ENST00000430627CDK12chr1737667782+3988104710752826583
ENST00000325752TUBD1chr1757955464-ENST00000447079CDK12chr1737667782+6684104710752853592
ENST00000340993TUBD1chr1757955464-ENST00000430627CDK12chr1737667782+3973103210602811583
ENST00000340993TUBD1chr1757955464-ENST00000447079CDK12chr1737667782+6669103210602838592
ENST00000394239TUBD1chr1757955464-ENST00000430627CDK12chr1737667782+39119709982749583
ENST00000394239TUBD1chr1757955464-ENST00000447079CDK12chr1737667782+66079709982776592
ENST00000346141TUBD1chr1757943969-ENST00000430627CDK12chr1737667781+33123713992150583
ENST00000346141TUBD1chr1757943969-ENST00000447079CDK12chr1737667781+60083713992177592
ENST00000325752TUBD1chr1757943969-ENST00000430627CDK12chr1737667781+4294135313813132583
ENST00000325752TUBD1chr1757943969-ENST00000447079CDK12chr1737667781+6990135313813159592
ENST00000340993TUBD1chr1757943969-ENST00000430627CDK12chr1737667781+4114117312012952583
ENST00000340993TUBD1chr1757943969-ENST00000447079CDK12chr1737667781+6810117312012979592
ENST00000325752TUBD1chr1757951899-ENST00000430627CDK12chr1737667781+4153121212402991583
ENST00000325752TUBD1chr1757951899-ENST00000447079CDK12chr1737667781+6849121212403018592
ENST00000394239TUBD1chr1757951899-ENST00000430627CDK12chr1737667781+4076113511632914583
ENST00000394239TUBD1chr1757951899-ENST00000447079CDK12chr1737667781+6772113511632941592

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
ENST00000346141ENST00000430627TUBD1chr1757943970-CDK12chr1737667782+0.0056276920.99437225
ENST00000346141ENST00000447079TUBD1chr1757943970-CDK12chr1737667782+0.0008826930.9991173
ENST00000325752ENST00000430627TUBD1chr1757943970-CDK12chr1737667782+0.0036724760.99632746
ENST00000325752ENST00000447079TUBD1chr1757943970-CDK12chr1737667782+0.0010977530.9989022
ENST00000340993ENST00000430627TUBD1chr1757943970-CDK12chr1737667782+0.0037415950.9962584
ENST00000340993ENST00000447079TUBD1chr1757943970-CDK12chr1737667782+0.0010393890.9989606
ENST00000325752ENST00000430627TUBD1chr1757951900-CDK12chr1737667782+0.0043324360.9956676
ENST00000325752ENST00000447079TUBD1chr1757951900-CDK12chr1737667782+0.0011458760.99885416
ENST00000394239ENST00000430627TUBD1chr1757951900-CDK12chr1737667782+0.0044570520.99554294
ENST00000394239ENST00000447079TUBD1chr1757951900-CDK12chr1737667782+0.0011331920.9988668
ENST00000325752ENST00000430627TUBD1chr1757955464-CDK12chr1737667782+0.0044911680.9955088
ENST00000325752ENST00000447079TUBD1chr1757955464-CDK12chr1737667782+0.0010910550.998909
ENST00000340993ENST00000430627TUBD1chr1757955464-CDK12chr1737667782+0.0044339280.99556607
ENST00000340993ENST00000447079TUBD1chr1757955464-CDK12chr1737667782+0.0010861550.9989139
ENST00000394239ENST00000430627TUBD1chr1757955464-CDK12chr1737667782+0.00464560.9953544
ENST00000394239ENST00000447079TUBD1chr1757955464-CDK12chr1737667782+0.001079010.99892104
ENST00000346141ENST00000430627TUBD1chr1757943969-CDK12chr1737667781+0.0056276920.99437225
ENST00000346141ENST00000447079TUBD1chr1757943969-CDK12chr1737667781+0.0008826930.9991173
ENST00000325752ENST00000430627TUBD1chr1757943969-CDK12chr1737667781+0.0036724760.99632746
ENST00000325752ENST00000447079TUBD1chr1757943969-CDK12chr1737667781+0.0010977530.9989022
ENST00000340993ENST00000430627TUBD1chr1757943969-CDK12chr1737667781+0.0037415950.9962584
ENST00000340993ENST00000447079TUBD1chr1757943969-CDK12chr1737667781+0.0010393890.9989606
ENST00000325752ENST00000430627TUBD1chr1757951899-CDK12chr1737667781+0.0043324360.9956676
ENST00000325752ENST00000447079TUBD1chr1757951899-CDK12chr1737667781+0.0011458760.99885416
ENST00000394239ENST00000430627TUBD1chr1757951899-CDK12chr1737667781+0.0044570520.99554294
ENST00000394239ENST00000447079TUBD1chr1757951899-CDK12chr1737667781+0.0011331920.9988668

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 TUBD1-CDK12

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 TUBD1-CDK12 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 TUBD1-CDK12 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 TUBD1-CDK12

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 TUBD1-CDK12

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 TUBD1-CDK12

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 TUBD1-CDK12

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 TUBD1-CDK12

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 TUBD1-CDK12

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 TUBD1-CDK12

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