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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:ZNF154-KIR2DL1

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: ZNF154-KIR2DL1
FusionPDB ID: 101543
FusionGDB2.0 ID: 101543
HgeneTgene
Gene symbol

ZNF154

KIR2DL1

Gene ID

7710

3802

Gene namezinc finger protein 154killer cell immunoglobulin like receptor, two Ig domains and long cytoplasmic tail 1
SynonymspHZ-92CD158A|KIR-K64|KIR221|KIR2DL3|NKAT|NKAT-1|NKAT1|p58.1
Cytomap

19q13.43

19q13.42

Type of geneprotein-codingprotein-coding
Descriptionzinc finger protein 154killer cell immunoglobulin-like receptor 2DL1CD158 antigen-like family member AKIR2DL proteinKIR2DL1/3DL2MHC class I NK cell receptorkiller cell immunoglobulin-like receptor, two domains, long cytoplasmic tail, 1killer inhibitory receptor 2-2-1natu
Modification date2020031320200313
UniProtAcc..
Ensembl transtripts involved in fusion geneENST idsENST00000426889, ENST00000512439, 
ENST00000291633, ENST00000336077, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score2 X 2 X 1=43 X 4 X 2=24
# samples 14
** MAII scorelog2(1/4*10)=1.32192809488736log2(4/24*10)=0.736965594166206
effective Gene in Pan-Cancer Fusion Genes (eGinPCFGs).
DoF>8 and MAII>0
Fusion gene context

PubMed: ZNF154 [Title/Abstract] AND KIR2DL1 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: ZNF154 [Title/Abstract] AND KIR2DL1 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)ZNF154(58216221)-KIR2DL1(55284785), # samples:2
Anticipated loss of major functional domain due to fusion event.ZNF154-KIR2DL1 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.
ZNF154-KIR2DL1 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.
ZNF154-KIR2DL1 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.
ZNF154-KIR2DL1 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.
ZNF154-KIR2DL1 seems lost the major protein functional domain in Hgene 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
TgeneKIR2DL1

GO:0002769

natural killer cell inhibitory signaling pathway

18604210



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/chr19:58216221/chr19:55284785)
- 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 ZNF154 (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 KIR2DL1 (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)
ENST00000426889ZNF154chr1958216221-ENST00000336077KIR2DL1chr1955284785+18864001771376399
ENST00000426889ZNF154chr1958216221-ENST00000291633KIR2DL1chr1955284785+15074001771454425
ENST00000426889ZNF154chr1958216221-ENST00000336077KIR2DL1chr1955282301+19224001771412411
ENST00000426889ZNF154chr1958216221-ENST00000291633KIR2DL1chr1955282301+15434001771490437

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
ENST00000426889ENST00000336077ZNF154chr1958216221-KIR2DL1chr1955284785+0.0208754350.9791246
ENST00000426889ENST00000291633ZNF154chr1958216221-KIR2DL1chr1955284785+0.048833280.95116675
ENST00000426889ENST00000336077ZNF154chr1958216221-KIR2DL1chr1955282301+0.0256003380.9743997
ENST00000426889ENST00000291633ZNF154chr1958216221-KIR2DL1chr1955282301+0.046570530.95342946

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 ZNF154-KIR2DL1

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
ZNF154chr1958216221KIR2DL1chr1955282301400145LRLIGEHHDGVSKANFSISRMTQDLA
ZNF154chr1958216221KIR2DL1chr1955282301400157KANFSISRMTQDLAGTYRCYGSVTHS
ZNF154chr1958216221KIR2DL1chr1955282301400158ANFSISRMTQDLAGTYRCYGSVTHSP
ZNF154chr1958216221KIR2DL1chr195528230140031QSLMAAATLRTPTQGTVTFEDVAVHF
ZNF154chr1958216221KIR2DL1chr195528230140074DVMLENLALLTSLGFFLLQGAWPHEG
ZNF154chr1958216221KIR2DL1chr195528230140086LGFFLLQGAWPHEGVHRKPSLLAHPG
ZNF154chr1958216221KIR2DL1chr195528478540031QSLMAAATLRTPTQGTVTFEDVAVHF
ZNF154chr1958216221KIR2DL1chr195528478540073RDVMLENLALLTSLGVHRKPSLLAHP

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Potential FusionNeoAntigen Information of ZNF154-KIR2DL1 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.
ZNF154-KIR2DL1_58216221_55282301.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)
ZNF154-KIR2DL1chr1958216221chr1955282301400HLA-B15:17KANFSISRM0.99780.75361221
ZNF154-KIR2DL1chr1958216221chr1955282301400HLA-C15:04KANFSISRM0.9990.78381221
ZNF154-KIR2DL1chr1958216221chr1955282301400HLA-C03:07KANFSISRM0.99790.95431221
ZNF154-KIR2DL1chr1958216221chr1955282301400HLA-C15:06KANFSISRM0.99780.84621221
ZNF154-KIR2DL1chr1958216221chr1955282301400HLA-C03:19KANFSISRM0.99740.97471221
ZNF154-KIR2DL1chr1958216221chr1955282301400HLA-C03:08KANFSISRM0.99520.81821221
ZNF154-KIR2DL1chr1958216221chr1955282301400HLA-C12:12KANFSISRM0.90470.9261221
ZNF154-KIR2DL1chr1958216221chr1955282301400HLA-C03:14KANFSISRM0.90230.94411221
ZNF154-KIR2DL1chr1958216221chr1955282301400HLA-C06:03KANFSISRM0.84680.98751221
ZNF154-KIR2DL1chr1958216221chr1955282301400HLA-C12:04KANFSISRM0.83770.98191221
ZNF154-KIR2DL1chr1958216221chr1955282301400HLA-C02:06KANFSISRM0.75670.91351221
ZNF154-KIR2DL1chr1958216221chr1955282301400HLA-C15:09KANFSISRM0.9990.78381221
ZNF154-KIR2DL1chr1958216221chr1955282301400HLA-C15:05KANFSISRM0.99660.8431221
ZNF154-KIR2DL1chr1958216221chr1955282301400HLA-C15:02KANFSISRM0.99570.77591221
ZNF154-KIR2DL1chr1958216221chr1955282301400HLA-C03:17KANFSISRM0.99520.93831221
ZNF154-KIR2DL1chr1958216221chr1955282301400HLA-C03:05KANFSISRM0.99370.91371221
ZNF154-KIR2DL1chr1958216221chr1955282301400HLA-C03:02KANFSISRM0.99320.9411221
ZNF154-KIR2DL1chr1958216221chr1955282301400HLA-C03:04KANFSISRM0.98850.97731221
ZNF154-KIR2DL1chr1958216221chr1955282301400HLA-C03:03KANFSISRM0.98850.97731221
ZNF154-KIR2DL1chr1958216221chr1955282301400HLA-C16:02KANFSISRM0.96710.97551221
ZNF154-KIR2DL1chr1958216221chr1955282301400HLA-C16:01KANFSISRM0.96470.95411221
ZNF154-KIR2DL1chr1958216221chr1955282301400HLA-C16:04KANFSISRM0.94510.97051221
ZNF154-KIR2DL1chr1958216221chr1955282301400HLA-C12:03KANFSISRM0.89080.95411221
ZNF154-KIR2DL1chr1958216221chr1955282301400HLA-C12:02KANFSISRM0.84760.93591221
ZNF154-KIR2DL1chr1958216221chr1955282301400HLA-C02:10KANFSISRM0.77930.93511221
ZNF154-KIR2DL1chr1958216221chr1955282301400HLA-C02:02KANFSISRM0.77930.93511221
ZNF154-KIR2DL1chr1958216221chr1955282301400HLA-B07:13KANFSISRM0.62030.63731221

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Potential FusionNeoAntigen Information of ZNF154-KIR2DL1 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.
ZNF154-KIR2DL1_58216221_55282301.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)
ZNF154-KIR2DL1chr1958216221chr1955282301400DRB1-1502LAGTYRCYGSVTHSP1126
ZNF154-KIR2DL1chr1958216221chr1955282301400DRB1-1508LAGTYRCYGSVTHSP1126
ZNF154-KIR2DL1chr1958216221chr1955282301400DRB1-1514LAGTYRCYGSVTHSP1126
ZNF154-KIR2DL1chr1958216221chr1955282301400DRB1-1515LAGTYRCYGSVTHSP1126
ZNF154-KIR2DL1chr1958216221chr1955282301400DRB1-1519LAGTYRCYGSVTHSP1126
ZNF154-KIR2DL1chr1958216221chr1955282301400DRB1-1526LAGTYRCYGSVTHSP1126
ZNF154-KIR2DL1chr1958216221chr1955282301400DRB1-1531LAGTYRCYGSVTHSP1126
ZNF154-KIR2DL1chr1958216221chr1955282301400DRB1-1538LAGTYRCYGSVTHSP1126
ZNF154-KIR2DL1chr1958216221chr1955282301400DRB1-1539LAGTYRCYGSVTHSP1126
ZNF154-KIR2DL1chr1958216221chr1955282301400DRB1-1544LAGTYRCYGSVTHSP1126
ZNF154-KIR2DL1chr1958216221chr1955282301400DRB1-1547LAGTYRCYGSVTHSP1126
ZNF154-KIR2DL1chr1958216221chr1955282301400DRB4-0101NFSISRMTQDLAGTY116
ZNF154-KIR2DL1chr1958216221chr1955282301400DRB4-0101ANFSISRMTQDLAGT015
ZNF154-KIR2DL1chr1958216221chr1955282301400DRB4-0103NFSISRMTQDLAGTY116
ZNF154-KIR2DL1chr1958216221chr1955282301400DRB4-0103ANFSISRMTQDLAGT015
ZNF154-KIR2DL1chr1958216221chr1955282301400DRB4-0104NFSISRMTQDLAGTY116
ZNF154-KIR2DL1chr1958216221chr1955282301400DRB4-0106NFSISRMTQDLAGTY116
ZNF154-KIR2DL1chr1958216221chr1955282301400DRB4-0106ANFSISRMTQDLAGT015
ZNF154-KIR2DL1chr1958216221chr1955282301400DRB4-0107NFSISRMTQDLAGTY116
ZNF154-KIR2DL1chr1958216221chr1955282301400DRB4-0107ANFSISRMTQDLAGT015
ZNF154-KIR2DL1chr1958216221chr1955282301400DRB4-0108NFSISRMTQDLAGTY116
ZNF154-KIR2DL1chr1958216221chr1955282301400DRB4-0108ANFSISRMTQDLAGT015

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Fusion breakpoint peptide structures of ZNF154-KIR2DL1

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
3344HHDGVSKANFSISRZNF154KIR2DL1chr1958216221chr1955282301400

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of ZNF154-KIR2DL1

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-B14:023BVN3344HHDGVSKANFSISR-7.9962-8.1096
HLA-B14:023BVN3344HHDGVSKANFSISR-5.70842-6.74372
HLA-B52:013W393344HHDGVSKANFSISR-6.83737-6.95077
HLA-B52:013W393344HHDGVSKANFSISR-4.4836-5.5189
HLA-A11:014UQ23344HHDGVSKANFSISR-10.0067-10.1201
HLA-A11:014UQ23344HHDGVSKANFSISR-9.03915-10.0745
HLA-A24:025HGA3344HHDGVSKANFSISR-6.56204-6.67544
HLA-A24:025HGA3344HHDGVSKANFSISR-5.42271-6.45801
HLA-B44:053DX83344HHDGVSKANFSISR-7.85648-8.89178
HLA-B44:053DX83344HHDGVSKANFSISR-5.3978-5.5112
HLA-A02:016TDR3344HHDGVSKANFSISR-3.37154-4.40684

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Vaccine Design for the FusionNeoAntigens of ZNF154-KIR2DL1

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
ZNF154-KIR2DL1chr1958216221chr19552823011221KANFSISRMTAGGGTTCTTCTTGCTGCAGGGGGCCT

check button mRNA and peptide sequences of FusionNeoAntigens that have potential interaction with HLA-IIs.
Fusion geneHchrHbpTchrTbpStart in +/-13AAEnd in +/-13AAFusionNeoAntigen peptideFusionNEoAntigen RNA sequence
ZNF154-KIR2DL1chr1958216221chr1955282301015ANFSISRMTQDLAGTATGTGATGCTGGAGAACTTGGCTCTTTTAACCTCTCTAGGGTTCT
ZNF154-KIR2DL1chr1958216221chr1955282301116NFSISRMTQDLAGTYTGATGCTGGAGAACTTGGCTCTTTTAACCTCTCTAGGGTTCTTCT
ZNF154-KIR2DL1chr1958216221chr19552823011126LAGTYRCYGSVTHSPCTCTAGGGTTCTTCTTGCTGCAGGGGGCCTGGCCACATGAGGGAG

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Information of the samples that have these potential fusion neoantigens of ZNF154-KIR2DL1

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
BRCAZNF154-KIR2DL1chr1958216221ENST00000426889chr1955282301ENST00000336077TCGA-A1-A0SQ-01A

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Potential target of CAR-T therapy development for ZNF154-KIR2DL1

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
TgeneKIR2DL1chr19:58216221chr19:55282301ENST0000033607708246_2640349.0TransmembraneHelical
TgeneKIR2DL1chr19:58216221chr19:55284785ENST0000033607718246_2640349.0TransmembraneHelical

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 ZNF154-KIR2DL1

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 ZNF154-KIR2DL1

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