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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:CCDC41-BNC2

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: CCDC41-BNC2
FusionPDB ID: 13805
FusionGDB2.0 ID: 13805
HgeneTgene
Gene symbol

CCDC41

BNC2

Gene ID

51134

54796

Gene namecentrosomal protein 83basonuclin 2
SynonymsCCDC41|NPHP18|NY-REN-58BSN2|LUTO
Cytomap

12q22

9p22.3-p22.2

Type of geneprotein-codingprotein-coding
Descriptioncentrosomal protein of 83 kDaNY-REN-58 antigencoiled-coil domain-containing protein 41renal carcinoma antigen NY-REN-58zinc finger protein basonuclin-2
Modification date2020031320200313
UniProtAcc.

Q6ZN30

Main function of 5'-partner protein: FUNCTION: Probable transcription factor specific for skin keratinocytes. May play a role in the differentiation of spermatozoa and oocytes (PubMed:14988505). May also play an important role in early urinary-tract development (PubMed:31051115). {ECO:0000269|PubMed:14988505, ECO:0000269|PubMed:31051115}.
Ensembl transtripts involved in fusion geneENST idsENST00000397809, ENST00000339839, 
ENST00000397807, ENST00000547575, 
ENST00000549352, 
ENST00000380666, 
ENST00000380667, ENST00000380672, 
ENST00000471301, ENST00000545497, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score5 X 4 X 4=8012 X 9 X 7=756
# samples 412
** MAII scorelog2(4/80*10)=-1
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(12/756*10)=-2.65535182861255
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: CCDC41 [Title/Abstract] AND BNC2 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: CCDC41 [Title/Abstract] AND BNC2 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)CCDC41(94725478)-BNC2(16583085), # samples:1
Anticipated loss of major functional domain due to fusion event.CCDC41-BNC2 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.
CCDC41-BNC2 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.
CCDC41-BNC2 seems lost the major protein functional domain in Tgene partner, which is a essential gene due to the frame-shifted ORF.
CCDC41-BNC2 seems lost the major protein functional domain in Tgene partner, which is a transcription factor 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


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/chr12:94725478/chr9:16583085)
- 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 CCDC41 (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 BNC2 (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)
ENST00000339839CCDC41chr1294725478-ENST00000380672BNC2chr916583085-14654219849151671558
ENST00000339839CCDC41chr1294725478-ENST00000380667BNC2chr916583085-5347219849151671558
ENST00000339839CCDC41chr1294725478-ENST00000545497BNC2chr916583085-5168219849151671559
ENST00000339839CCDC41chr1294725478-ENST00000380666BNC2chr916583085-4580219849145791363
ENST00000339839CCDC41chr1294725478-ENST00000471301BNC2chr916583085-261321984912326611
ENST00000397807CCDC41chr1294725478-ENST00000380672BNC2chr916583085-14696224053352091558
ENST00000397807CCDC41chr1294725478-ENST00000380667BNC2chr916583085-5389224053352091558
ENST00000397807CCDC41chr1294725478-ENST00000545497BNC2chr916583085-5210224053352091559
ENST00000397807CCDC41chr1294725478-ENST00000380666BNC2chr916583085-4622224053346211363
ENST00000397807CCDC41chr1294725478-ENST00000471301BNC2chr916583085-265522405332368611

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
ENST00000339839ENST00000380672CCDC41chr1294725478-BNC2chr916583085-0.0002575070.99974245
ENST00000339839ENST00000380667CCDC41chr1294725478-BNC2chr916583085-0.0015506810.9984493
ENST00000339839ENST00000545497CCDC41chr1294725478-BNC2chr916583085-0.0020051710.9979949
ENST00000339839ENST00000380666CCDC41chr1294725478-BNC2chr916583085-0.0010956530.99890435
ENST00000339839ENST00000471301CCDC41chr1294725478-BNC2chr916583085-0.0017559910.99824405
ENST00000397807ENST00000380672CCDC41chr1294725478-BNC2chr916583085-0.0002693080.99973065
ENST00000397807ENST00000380667CCDC41chr1294725478-BNC2chr916583085-0.0015893260.9984107
ENST00000397807ENST00000545497CCDC41chr1294725478-BNC2chr916583085-0.0020255440.99797446
ENST00000397807ENST00000380666CCDC41chr1294725478-BNC2chr916583085-0.0011138740.99888617
ENST00000397807ENST00000471301CCDC41chr1294725478-BNC2chr916583085-0.001584160.9984158

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 CCDC41-BNC2

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
CCDC41chr1294725478BNC2chr9165830852198569KEKLQRAAIAQKKAIRCTLVNCTCEC
CCDC41chr1294725478BNC2chr9165830852240569KEKLQRAAIAQKKAIRCTLVNCTCEC

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Potential FusionNeoAntigen Information of CCDC41-BNC2 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.
CCDC41-BNC2_94725478_16583085.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)
CCDC41-BNC2chr1294725478chr9165830852198HLA-B14:02QKKAIRCTL0.96960.88171019
CCDC41-BNC2chr1294725478chr9165830852198HLA-B14:01QKKAIRCTL0.96960.88171019
CCDC41-BNC2chr1294725478chr9165830852198HLA-A31:02AIAQKKAIR0.81850.5032716
CCDC41-BNC2chr1294725478chr9165830852198HLA-B07:10QKKAIRCTL0.03460.51711019
CCDC41-BNC2chr1294725478chr9165830852198HLA-B48:01AQKKAIRCTL0.95440.5412919
CCDC41-BNC2chr1294725478chr9165830852198HLA-C06:03AAIAQKKAI0.94290.9902615
CCDC41-BNC2chr1294725478chr9165830852198HLA-C12:12AAIAQKKAI0.92080.9377615
CCDC41-BNC2chr1294725478chr9165830852198HLA-B15:04AQKKAIRCT0.51530.797918
CCDC41-BNC2chr1294725478chr9165830852198HLA-B73:01QRAAIAQKKA0.98410.6175414
CCDC41-BNC2chr1294725478chr9165830852198HLA-B15:04AQKKAIRCTL0.97540.8408919
CCDC41-BNC2chr1294725478chr9165830852198HLA-B15:07AQKKAIRCTL0.96860.5725919
CCDC41-BNC2chr1294725478chr9165830852198HLA-C03:17AAIAQKKAI0.99290.9501615
CCDC41-BNC2chr1294725478chr9165830852198HLA-C16:04AAIAQKKAI0.92420.9761615
CCDC41-BNC2chr1294725478chr9165830852198HLA-C12:03AAIAQKKAI0.89570.9793615
CCDC41-BNC2chr1294725478chr9165830852198HLA-C16:01AAIAQKKAI0.69750.9776615
CCDC41-BNC2chr1294725478chr9165830852198HLA-B15:68QKKAIRCTL0.38790.60261019
CCDC41-BNC2chr1294725478chr9165830852198HLA-B15:35AQKKAIRCTL0.97170.7921919
CCDC41-BNC2chr1294725478chr9165830852198HLA-B15:73AQKKAIRCTL0.96590.8708919
CCDC41-BNC2chr1294725478chr9165830852198HLA-B15:30AQKKAIRCTL0.91970.8897919

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Potential FusionNeoAntigen Information of CCDC41-BNC2 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.
CCDC41-BNC2_94725478_16583085.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)
CCDC41-BNC2chr1294725478chr9165830852198DRB1-0103RAAIAQKKAIRCTLV520
CCDC41-BNC2chr1294725478chr9165830852198DRB1-0103QRAAIAQKKAIRCTL419

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Fusion breakpoint peptide structures of CCDC41-BNC2

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
33AAIAQKKAIRCTLVCCDC41BNC2chr1294725478chr9165830852198

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of CCDC41-BNC2

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-B14:023BVN33AAIAQKKAIRCTLV-7.9962-8.1096
HLA-B14:023BVN33AAIAQKKAIRCTLV-5.70842-6.74372
HLA-B52:013W3933AAIAQKKAIRCTLV-6.83737-6.95077
HLA-B52:013W3933AAIAQKKAIRCTLV-4.4836-5.5189
HLA-A11:014UQ233AAIAQKKAIRCTLV-10.0067-10.1201
HLA-A11:014UQ233AAIAQKKAIRCTLV-9.03915-10.0745
HLA-A24:025HGA33AAIAQKKAIRCTLV-6.56204-6.67544
HLA-A24:025HGA33AAIAQKKAIRCTLV-5.42271-6.45801
HLA-B44:053DX833AAIAQKKAIRCTLV-7.85648-8.89178
HLA-B44:053DX833AAIAQKKAIRCTLV-5.3978-5.5112
HLA-A02:016TDR33AAIAQKKAIRCTLV-3.37154-4.40684

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Vaccine Design for the FusionNeoAntigens of CCDC41-BNC2

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
CCDC41-BNC2chr1294725478chr9165830851019QKKAIRCTLCAGAAAAAGGCCATCCGTTGCACACTG
CCDC41-BNC2chr1294725478chr916583085414QRAAIAQKKACAGCGAGCTGCAATTGCCCAGAAAAAGGCC
CCDC41-BNC2chr1294725478chr916583085615AAIAQKKAIGCTGCAATTGCCCAGAAAAAGGCCATC
CCDC41-BNC2chr1294725478chr916583085716AIAQKKAIRGCAATTGCCCAGAAAAAGGCCATCCGT
CCDC41-BNC2chr1294725478chr916583085918AQKKAIRCTGCCCAGAAAAAGGCCATCCGTTGCACA
CCDC41-BNC2chr1294725478chr916583085919AQKKAIRCTLGCCCAGAAAAAGGCCATCCGTTGCACACTG

check button mRNA and peptide sequences of FusionNeoAntigens that have potential interaction with HLA-IIs.
Fusion geneHchrHbpTchrTbpStart in +/-13AAEnd in +/-13AAFusionNeoAntigen peptideFusionNEoAntigen RNA sequence
CCDC41-BNC2chr1294725478chr916583085419QRAAIAQKKAIRCTLCAGCGAGCTGCAATTGCCCAGAAAAAGGCCATCCGTTGCACACTG
CCDC41-BNC2chr1294725478chr916583085520RAAIAQKKAIRCTLVCGAGCTGCAATTGCCCAGAAAAAGGCCATCCGTTGCACACTGGTA

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Information of the samples that have these potential fusion neoantigens of CCDC41-BNC2

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
OVCCDC41-BNC2chr1294725478ENST00000339839chr916583085ENST00000380666TCGA-23-1110-01A

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Potential target of CAR-T therapy development for CCDC41-BNC2

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 CCDC41-BNC2

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 CCDC41-BNC2

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