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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:STK3-NIPAL2

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: STK3-NIPAL2
FusionPDB ID: 87576
FusionGDB2.0 ID: 87576
HgeneTgene
Gene symbol

STK3

NIPAL2

Gene ID

8428

79815

Gene nameserine/threonine kinase 24NIPA like domain containing 2
SynonymsHEL-S-95|MST3|MST3B|STE20|STK3NPAL2
Cytomap

13q32.2

8q22.2

Type of geneprotein-codingprotein-coding
Descriptionserine/threonine-protein kinase 24STE20-like kinase 3STE20-like kinase MST3epididymis secretory protein Li 95mammalian STE20-like protein kinase 3serine/threonine kinase 24 (STE20 homolog, yeast)sterile 20-like kinase 3NIPA-like protein 2
Modification date2020031320200313
UniProtAcc.

Q9H841

Main function of 5'-partner protein:
Ensembl transtripts involved in fusion geneENST idsENST00000419617, ENST00000523601, 
ENST00000521768, 
ENST00000520545, 
ENST00000341166, ENST00000430223, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score24 X 16 X 11=42248 X 7 X 8=448
# samples 3011
** MAII scorelog2(30/4224*10)=-3.81557542886257
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(11/448*10)=-2.02599520853294
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: STK3 [Title/Abstract] AND NIPAL2 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: STK3 [Title/Abstract] AND NIPAL2 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)STK3(99538969)-NIPAL2(99266315), # samples:2
Anticipated loss of major functional domain due to fusion event.STK3-NIPAL2 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.
STK3-NIPAL2 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.
STK3-NIPAL2 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.
STK3-NIPAL2 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.
STK3-NIPAL2 seems lost the major protein functional domain in Hgene partner, which is a IUPHAR drug target due to the frame-shifted ORF.
STK3-NIPAL2 seems lost the major protein functional domain in Hgene partner, which is a kinase due to the frame-shifted ORF.
STK3-NIPAL2 seems lost the major protein functional domain in Tgene partner, which is a IUPHAR drug target 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
HgeneSTK3

GO:0006468

protein phosphorylation

19604147

HgeneSTK3

GO:0042542

response to hydrogen peroxide

22291017

HgeneSTK3

GO:0046777

protein autophosphorylation

17046825|17657516



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/chr8:99538969/chr8:99266315)
- 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 STK3 (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 NIPAL2 (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)
ENST00000419617STK3chr899538969-ENST00000430223NIPAL2chr899266315-56201458452474809
ENST00000419617STK3chr899538969-ENST00000341166NIPAL2chr899266315-56481458452429794
ENST00000419617STK3chr899538969-ENST00000430223NIPAL2chr899224729-51971458452051668
ENST00000419617STK3chr899538969-ENST00000341166NIPAL2chr899224729-52251458452006653
ENST00000419617STK3chr899837743-ENST00000430223NIPAL2chr899266315-43291671851183332
ENST00000419617STK3chr899837743-ENST00000341166NIPAL2chr899266315-43571671851138317

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
ENST00000419617ENST00000430223STK3chr899538969-NIPAL2chr899266315-0.0004215370.9995784
ENST00000419617ENST00000341166STK3chr899538969-NIPAL2chr899266315-0.0004589210.99954116
ENST00000419617ENST00000430223STK3chr899538969-NIPAL2chr899224729-0.0004151750.99958485
ENST00000419617ENST00000341166STK3chr899538969-NIPAL2chr899224729-0.000406420.99959356
ENST00000419617ENST00000430223STK3chr899837743-NIPAL2chr899266315-0.0011955590.99880445
ENST00000419617ENST00000341166STK3chr899837743-NIPAL2chr899266315-0.0015394280.99846053

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 STK3-NIPAL2

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 STK3-NIPAL2 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 STK3-NIPAL2 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 STK3-NIPAL2

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 STK3-NIPAL2

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 STK3-NIPAL2

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 STK3-NIPAL2

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 STK3-NIPAL2

check button Predicted 3D structure. We used RoseTTAFold.
478_STK3-NIPAL2_t000_.e2e.pdb


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
TgeneNIPAL2chr8:99538969chr8:99224729ENST00000341166412209_2290369.0TransmembraneHelical
TgeneNIPAL2chr8:99538969chr8:99224729ENST00000341166412243_2630369.0TransmembraneHelical
TgeneNIPAL2chr8:99538969chr8:99224729ENST00000341166412278_2980369.0TransmembraneHelical
TgeneNIPAL2chr8:99538969chr8:99224729ENST00000341166412306_3260369.0TransmembraneHelical
TgeneNIPAL2chr8:99538969chr8:99266315ENST00000341166012110_1300369.0TransmembraneHelical
TgeneNIPAL2chr8:99538969chr8:99266315ENST00000341166012144_1640369.0TransmembraneHelical
TgeneNIPAL2chr8:99538969chr8:99266315ENST00000341166012177_1970369.0TransmembraneHelical
TgeneNIPAL2chr8:99538969chr8:99266315ENST00000341166012209_2290369.0TransmembraneHelical
TgeneNIPAL2chr8:99538969chr8:99266315ENST00000341166012243_2630369.0TransmembraneHelical
TgeneNIPAL2chr8:99538969chr8:99266315ENST00000341166012278_2980369.0TransmembraneHelical
TgeneNIPAL2chr8:99538969chr8:99266315ENST00000341166012306_3260369.0TransmembraneHelical
TgeneNIPAL2chr8:99538969chr8:99266315ENST0000034116601246_660369.0TransmembraneHelical
TgeneNIPAL2chr8:99538969chr8:99266315ENST0000034116601288_1080369.0TransmembraneHelical
TgeneNIPAL2chr8:99837743chr8:99266315ENST00000341166012110_1300369.0TransmembraneHelical
TgeneNIPAL2chr8:99837743chr8:99266315ENST00000341166012144_1640369.0TransmembraneHelical
TgeneNIPAL2chr8:99837743chr8:99266315ENST00000341166012177_1970369.0TransmembraneHelical
TgeneNIPAL2chr8:99837743chr8:99266315ENST00000341166012209_2290369.0TransmembraneHelical
TgeneNIPAL2chr8:99837743chr8:99266315ENST00000341166012243_2630369.0TransmembraneHelical
TgeneNIPAL2chr8:99837743chr8:99266315ENST00000341166012278_2980369.0TransmembraneHelical
TgeneNIPAL2chr8:99837743chr8:99266315ENST00000341166012306_3260369.0TransmembraneHelical
TgeneNIPAL2chr8:99837743chr8:99266315ENST0000034116601246_660369.0TransmembraneHelical
TgeneNIPAL2chr8:99837743chr8:99266315ENST0000034116601288_1080369.0TransmembraneHelical

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
STK3chr899538969ENST00000419617NIPAL2chr899224729ENST00000341166
STK3chr899538969ENST00000419617NIPAL2chr899224729ENST00000430223
STK3chr899538969ENST00000419617NIPAL2chr899266315ENST00000341166
STK3chr899538969ENST00000419617NIPAL2chr899266315ENST00000430223
STK3chr899837743ENST00000419617NIPAL2chr899266315ENST00000341166
STK3chr899837743ENST00000419617NIPAL2chr899266315ENST00000430223

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Related Drugs to STK3-NIPAL2

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 STK3-NIPAL2

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