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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:DNAJC2-ALDH1A1

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: DNAJC2-ALDH1A1
FusionPDB ID: 23524
FusionGDB2.0 ID: 23524
HgeneTgene
Gene symbol

DNAJC2

ALDH1A1

Gene ID

27000

216

Gene nameDnaJ heat shock protein family (Hsp40) member C2aldehyde dehydrogenase 1 family member A1
SynonymsMPHOSPH11|MPP11|ZRF1|ZUO1ALDC|ALDH-E1|ALDH1|ALDH11|HEL-9|HEL-S-53e|HEL12|PUMB1|RALDH1
Cytomap

7q22.1

9q21.13

Type of geneprotein-codingprotein-coding
DescriptiondnaJ homolog subfamily C member 2DnaJ (Hsp40) homolog, subfamily C, member 2M-phase phosphoprotein 11zuotin-related factor 1retinal dehydrogenase 1ALDH class 1ALHDIIRALDH 1acetaldehyde dehydrogenase 1aldehyde dehydrogenase 1, solublealdehyde dehydrogenase, liver cytosolicepididymis luminal protein 12epididymis luminal protein 9epididymis secretory sperm binding protei
Modification date2020032020200313
UniProtAcc

Q9NX36

Main function of 5'-partner protein: FUNCTION: May have a role in protein folding or as a chaperone.

P00352

Main function of 5'-partner protein: FUNCTION: Can convert/oxidize retinaldehyde to retinoic acid. Binds free retinal and cellular retinol-binding protein-bound retinal (By similarity). May have a broader specificity and oxidize other aldehydes in vivo (PubMed:19296407, PubMed:26373694, PubMed:25450233). {ECO:0000250|UniProtKB:P51647, ECO:0000269|PubMed:19296407, ECO:0000269|PubMed:25450233, ECO:0000269|PubMed:26373694}.
Ensembl transtripts involved in fusion geneENST idsENST00000249270, ENST00000379263, 
ENST00000412522, 
ENST00000482210, 
ENST00000297785, ENST00000376939, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score8 X 8 X 6=3848 X 11 X 3=264
# samples 1312
** MAII scorelog2(13/384*10)=-1.5625946876927
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(12/264*10)=-1.13750352374993
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: DNAJC2 [Title/Abstract] AND ALDH1A1 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: DNAJC2 [Title/Abstract] AND ALDH1A1 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)DNAJC2(102985006)-ALDH1A1(75545935), # samples:2
Anticipated loss of major functional domain due to fusion event.DNAJC2-ALDH1A1 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.
DNAJC2-ALDH1A1 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
HgeneDNAJC2

GO:0045893

positive regulation of transcription, DNA-templated

21179169

TgeneALDH1A1

GO:0055114

oxidation-reduction process

25450233



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/chr7:102985006/chr9:75545935)
- 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 DNAJC2 (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 ALDH1A1 (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)
ENST00000249270DNAJC2chr7102985006-ENST00000297785ALDH1A1chr975545935-19891081051442445
ENST00000249270DNAJC2chr7102985006-ENST00000376939ALDH1A1chr975545935-703108105629174
ENST00000379263DNAJC2chr7102985006-ENST00000297785ALDH1A1chr975545935-21963153121649445
ENST00000379263DNAJC2chr7102985006-ENST00000376939ALDH1A1chr975545935-910315312836174
ENST00000412522DNAJC2chr7102985006-ENST00000297785ALDH1A1chr975545935-21532722691606445
ENST00000412522DNAJC2chr7102985006-ENST00000376939ALDH1A1chr975545935-867272269793174
ENST00000249270DNAJC2chr7102985005-ENST00000297785ALDH1A1chr975545935-19891081051442445
ENST00000249270DNAJC2chr7102985005-ENST00000376939ALDH1A1chr975545935-703108105629174
ENST00000379263DNAJC2chr7102985005-ENST00000297785ALDH1A1chr975545935-21963153121649445
ENST00000379263DNAJC2chr7102985005-ENST00000376939ALDH1A1chr975545935-910315312836174
ENST00000412522DNAJC2chr7102985005-ENST00000297785ALDH1A1chr975545935-21532722691606445
ENST00000412522DNAJC2chr7102985005-ENST00000376939ALDH1A1chr975545935-867272269793174
ENST00000249270DNAJC2chr7102985005-ENST00000297785ALDH1A1chr975555168-20941081051547480
ENST00000249270DNAJC2chr7102985005-ENST00000376939ALDH1A1chr975555168-808108105734209
ENST00000379263DNAJC2chr7102985005-ENST00000297785ALDH1A1chr975555168-23013153121754480
ENST00000379263DNAJC2chr7102985005-ENST00000376939ALDH1A1chr975555168-1015315312941209
ENST00000412522DNAJC2chr7102985005-ENST00000297785ALDH1A1chr975555168-22582722691711480
ENST00000412522DNAJC2chr7102985005-ENST00000376939ALDH1A1chr975555168-972272269898209
ENST00000249270DNAJC2chr7102985006-ENST00000297785ALDH1A1chr975555168-20941081051547480
ENST00000249270DNAJC2chr7102985006-ENST00000376939ALDH1A1chr975555168-808108105734209
ENST00000379263DNAJC2chr7102985006-ENST00000297785ALDH1A1chr975555168-23013153121754480
ENST00000379263DNAJC2chr7102985006-ENST00000376939ALDH1A1chr975555168-1015315312941209
ENST00000412522DNAJC2chr7102985006-ENST00000297785ALDH1A1chr975555168-22582722691711480
ENST00000412522DNAJC2chr7102985006-ENST00000376939ALDH1A1chr975555168-972272269898209

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
ENST00000249270ENST00000297785DNAJC2chr7102985006-ALDH1A1chr975545935-0.0003786940.9996213
ENST00000249270ENST00000376939DNAJC2chr7102985006-ALDH1A1chr975545935-0.0026936730.99730635
ENST00000379263ENST00000297785DNAJC2chr7102985006-ALDH1A1chr975545935-0.0004124060.9995876
ENST00000379263ENST00000376939DNAJC2chr7102985006-ALDH1A1chr975545935-0.004349790.99565023
ENST00000412522ENST00000297785DNAJC2chr7102985006-ALDH1A1chr975545935-0.0003956190.9996044
ENST00000412522ENST00000376939DNAJC2chr7102985006-ALDH1A1chr975545935-0.004947660.9950524
ENST00000249270ENST00000297785DNAJC2chr7102985005-ALDH1A1chr975545935-0.0003786940.9996213
ENST00000249270ENST00000376939DNAJC2chr7102985005-ALDH1A1chr975545935-0.0026936730.99730635
ENST00000379263ENST00000297785DNAJC2chr7102985005-ALDH1A1chr975545935-0.0004124060.9995876
ENST00000379263ENST00000376939DNAJC2chr7102985005-ALDH1A1chr975545935-0.004349790.99565023
ENST00000412522ENST00000297785DNAJC2chr7102985005-ALDH1A1chr975545935-0.0003956190.9996044
ENST00000412522ENST00000376939DNAJC2chr7102985005-ALDH1A1chr975545935-0.004947660.9950524
ENST00000249270ENST00000297785DNAJC2chr7102985005-ALDH1A1chr975555168-0.0004555590.99954444
ENST00000249270ENST00000376939DNAJC2chr7102985005-ALDH1A1chr975555168-0.0029504980.99704945
ENST00000379263ENST00000297785DNAJC2chr7102985005-ALDH1A1chr975555168-0.0004888020.99951124
ENST00000379263ENST00000376939DNAJC2chr7102985005-ALDH1A1chr975555168-0.0060866340.99391335
ENST00000412522ENST00000297785DNAJC2chr7102985005-ALDH1A1chr975555168-0.00044990.99955004
ENST00000412522ENST00000376939DNAJC2chr7102985005-ALDH1A1chr975555168-0.0064169690.993583
ENST00000249270ENST00000297785DNAJC2chr7102985006-ALDH1A1chr975555168-0.0004555590.99954444
ENST00000249270ENST00000376939DNAJC2chr7102985006-ALDH1A1chr975555168-0.0029504980.99704945
ENST00000379263ENST00000297785DNAJC2chr7102985006-ALDH1A1chr975555168-0.0004888020.99951124
ENST00000379263ENST00000376939DNAJC2chr7102985006-ALDH1A1chr975555168-0.0060866340.99391335
ENST00000412522ENST00000297785DNAJC2chr7102985006-ALDH1A1chr975555168-0.00044990.99955004
ENST00000412522ENST00000376939DNAJC2chr7102985006-ALDH1A1chr975555168-0.0064169690.993583

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 DNAJC2-ALDH1A1

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 DNAJC2-ALDH1A1 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 DNAJC2-ALDH1A1 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 DNAJC2-ALDH1A1

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 DNAJC2-ALDH1A1

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 DNAJC2-ALDH1A1

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 DNAJC2-ALDH1A1

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 DNAJC2-ALDH1A1

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 DNAJC2-ALDH1A1

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 DNAJC2-ALDH1A1

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