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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:NOTCH2-MACF1

Fusion Gene and Fusion Protein Summary

check button Fusion gene summary
Fusion partner gene informationFusion gene name: NOTCH2-MACF1
FusionPDB ID: 59734
FusionGDB2.0 ID: 59734
HgeneTgene
Gene symbol

NOTCH2

MACF1

Gene ID

4853

23499

Gene namenotch receptor 2microtubule actin crosslinking factor 1
SynonymsAGS2|HJCYS|hN2ABP620|ACF7|LIS9|MACF|OFC4
Cytomap

1p12

1p34.3

Type of geneprotein-codingprotein-coding
Descriptionneurogenic locus notch homolog protein 2Notch homolog 2notch 2microtubule-actin cross-linking factor 1620 kDa actin binding proteinactin cross-linking family protein 7macrophin 1 isoformtrabeculin-alpha
Modification date2020032920200313
UniProtAcc

P0DPK3

Main function of 5'-partner protein: FUNCTION: Human-specific protein that promotes neural progenitor proliferation and evolutionary expansion of the brain neocortex by regulating the Notch signaling pathway (PubMed:29856954, PubMed:29856955, PubMed:29561261). Able to promote neural progenitor self-renewal, possibly by down-regulating neuronal differentiation genes, thereby delaying the differentiation of neuronal progenitors and leading to an overall final increase in neuronal production (PubMed:29856954, PubMed:29856955). Acts by enhancing the Notch signaling pathway via two different mechanisms that probably work in parallel to reach the same effect (PubMed:29856954, PubMed:29856955). Enhances Notch signaling pathway in a non-cell-autonomous manner via direct interaction with NOTCH2 (PubMed:29856954). Also promotes Notch signaling pathway in a cell-autonomous manner through inhibition of cis DLL1-NOTCH2 interactions, which promotes neuronal differentiation (PubMed:29856955). {ECO:0000269|PubMed:29561261, ECO:0000269|PubMed:29856954, ECO:0000269|PubMed:29856955}.

Q9UPN3

Main function of 5'-partner protein: FUNCTION: [Isoform 2]: F-actin-binding protein which plays a role in cross-linking actin to other cytoskeletal proteins and also binds to microtubules (PubMed:15265687, PubMed:20937854). Plays an important role in ERBB2-dependent stabilization of microtubules at the cell cortex (PubMed:20937854). Acts as a positive regulator of Wnt receptor signaling pathway and is involved in the translocation of AXIN1 and its associated complex (composed of APC, CTNNB1 and GSK3B) from the cytoplasm to the cell membrane (By similarity). Has actin-regulated ATPase activity and is essential for controlling focal adhesions (FAs) assembly and dynamics (By similarity). Interaction with CAMSAP3 at the minus ends of non-centrosomal microtubules tethers microtubules minus-ends to actin filaments, regulating focal adhesion size and cell migration (PubMed:27693509). May play role in delivery of transport vesicles containing GPI-linked proteins from the trans-Golgi network through its interaction with GOLGA4 (PubMed:15265687). Plays a key role in wound healing and epidermal cell migration (By similarity). Required for efficient upward migration of bulge cells in response to wounding and this function is primarily rooted in its ability to coordinate microtubule dynamics and polarize hair follicle stem cells (By similarity). As a regulator of actin and microtubule arrangement and stabilization, it plays an essential role in neurite outgrowth, branching and spine formation during brain development (By similarity). {ECO:0000250|UniProtKB:Q9QXZ0, ECO:0000269|PubMed:15265687, ECO:0000269|PubMed:20937854, ECO:0000269|PubMed:27693509}.
Ensembl transtripts involved in fusion geneENST idsENST00000256646, ENST00000602566, 
ENST00000493703, 
ENST00000476350, 
ENST00000289893, ENST00000484793, 
ENST00000536367, ENST00000602421, 
ENST00000317713, ENST00000361689, 
ENST00000372915, ENST00000539005, 
ENST00000545844, ENST00000564288, 
ENST00000567887, 
Fusion gene scores for assessment (based on all fusion genes of FusionGDB 2.0)* DoF score26 X 22 X 14=800824 X 23 X 9=4968
# samples 3524
** MAII scorelog2(35/8008*10)=-4.51601514700366
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
log2(24/4968*10)=-4.37155886261196
possibly effective Gene in Pan-Cancer Fusion Genes (peGinPCFGs).
DoF>8 and MAII<0
Fusion gene context

PubMed: NOTCH2 [Title/Abstract] AND MACF1 [Title/Abstract] AND fusion [Title/Abstract]

Fusion neoantigen context

PubMed: NOTCH2 [Title/Abstract] AND MACF1 [Title/Abstract] AND neoantigen [Title/Abstract]

Most frequent breakpoint (based on all fusion genes of FusionGDB 2.0)NOTCH2(120572529)-MACF1(39775242), # samples:1
Anticipated loss of major functional domain due to fusion event.NOTCH2-MACF1 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.
NOTCH2-MACF1 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.
NOTCH2-MACF1 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.
NOTCH2-MACF1 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.
NOTCH2-MACF1 seems lost the major protein functional domain in Hgene partner, which is a CGC due to the frame-shifted ORF.
NOTCH2-MACF1 seems lost the major protein functional domain in Hgene partner, which is a IUPHAR drug target due to the frame-shifted ORF.
NOTCH2-MACF1 seems lost the major protein functional domain in Hgene partner, which is a tumor suppressor 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
HgeneNOTCH2

GO:0007050

cell cycle arrest

11306509

HgeneNOTCH2

GO:0007219

Notch signaling pathway

11306509|25985737

HgeneNOTCH2

GO:0010629

negative regulation of gene expression

11306509

HgeneNOTCH2

GO:0010838

positive regulation of keratinocyte proliferation

18469519

HgeneNOTCH2

GO:0045967

negative regulation of growth rate

11306509

HgeneNOTCH2

GO:0046579

positive regulation of Ras protein signal transduction

11306509

HgeneNOTCH2

GO:0070374

positive regulation of ERK1 and ERK2 cascade

11306509

HgeneNOTCH2

GO:2000249

regulation of actin cytoskeleton reorganization

18469519

TgeneMACF1

GO:0030334

regulation of cell migration

27693509

TgeneMACF1

GO:0043001

Golgi to plasma membrane protein transport

15265687

TgeneMACF1

GO:0045773

positive regulation of axon extension

22705394

TgeneMACF1

GO:0051893

regulation of focal adhesion assembly

27693509



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/chr1:120572529/chr1:39775242)
- 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 NOTCH2 (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 MACF1 (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)
ENST00000256646NOTCH2chr1120572529-ENST00000545844MACF1chr139775242+1518737516138634615
ENST00000256646NOTCH2chr1120572529-ENST00000567887MACF1chr139775242+2163737516202536745
ENST00000256646NOTCH2chr1120572529-ENST00000372915MACF1chr139775242+2092437516197376573
ENST00000256646NOTCH2chr1120572529-ENST00000361689MACF1chr139775242+1505737516138634615
ENST00000256646NOTCH2chr1120572529-ENST00000539005MACF1chr139775242+1479737516134734485
ENST00000256646NOTCH2chr1120572529-ENST00000317713MACF1chr139775242+1518737516138634615
ENST00000256646NOTCH2chr1120572529-ENST00000564288MACF1chr139775242+2163737516202536745

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
ENST00000256646ENST00000545844NOTCH2chr1120572529-MACF1chr139775242+0.0065545640.9934455
ENST00000256646ENST00000567887NOTCH2chr1120572529-MACF1chr139775242+0.0042030920.9957969
ENST00000256646ENST00000372915NOTCH2chr1120572529-MACF1chr139775242+0.0042296670.9957703
ENST00000256646ENST00000361689NOTCH2chr1120572529-MACF1chr139775242+0.006937540.99306244
ENST00000256646ENST00000539005NOTCH2chr1120572529-MACF1chr139775242+0.0064898980.99351007
ENST00000256646ENST00000317713NOTCH2chr1120572529-MACF1chr139775242+0.0066147880.99338526
ENST00000256646ENST00000564288NOTCH2chr1120572529-MACF1chr139775242+0.0042030920.9957969

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 NOTCH2-MACF1

check button +/-13 AA sequence from the breakpoints of the fusion protein sequences.
HgeneHchrHbpTgeneTchrTbpLength(fusion protein)BP in fusion proteinPeptide
NOTCH2chr1120572529MACF1chr139775242375120MCVTYHNGTGYCKVEQSYQKVMALWH

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Potential FusionNeoAntigen Information of NOTCH2-MACF1 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.
NOTCH2-MACF1_120572529_39775242.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)
NOTCH2-MACF1chr1120572529chr139775242375HLA-B38:02YHNGTGYCKV0.99340.9596414
NOTCH2-MACF1chr1120572529chr139775242375HLA-B38:01YHNGTGYCKV0.99240.9635414
NOTCH2-MACF1chr1120572529chr139775242375HLA-B39:05YHNGTGYCKV0.99270.8514414
NOTCH2-MACF1chr1120572529chr139775242375HLA-C14:02GYCKVEQSY0.00220.8719918
NOTCH2-MACF1chr1120572529chr139775242375HLA-C14:03GYCKVEQSY0.00220.8719918
NOTCH2-MACF1chr1120572529chr139775242375HLA-B38:05YHNGTGYCKV0.99240.9635414
NOTCH2-MACF1chr1120572529chr139775242375HLA-B15:09YHNGTGYCKV0.96350.5899414

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Potential FusionNeoAntigen Information of NOTCH2-MACF1 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 NOTCH2-MACF1

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
6170NGTGYCKVEQSYQKNOTCH2MACF1chr1120572529chr139775242375

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Filtering FusionNeoAntigens Through Checking the Interaction with HLAs in 3D of NOTCH2-MACF1

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-B14:023BVN6170NGTGYCKVEQSYQK-7.15543-7.26883
HLA-B14:023BVN6170NGTGYCKVEQSYQK-4.77435-5.80965
HLA-B52:013W396170NGTGYCKVEQSYQK-6.80875-6.92215
HLA-B52:013W396170NGTGYCKVEQSYQK-4.20386-5.23916
HLA-A11:014UQ26170NGTGYCKVEQSYQK-7.5194-8.5547
HLA-A11:014UQ26170NGTGYCKVEQSYQK-6.9601-7.0735
HLA-A24:025HGA6170NGTGYCKVEQSYQK-7.52403-7.63743
HLA-A24:025HGA6170NGTGYCKVEQSYQK-5.82433-6.85963
HLA-B27:056PYJ6170NGTGYCKVEQSYQK-3.28285-4.31815
HLA-B44:053DX86170NGTGYCKVEQSYQK-5.91172-6.94702
HLA-B44:053DX86170NGTGYCKVEQSYQK-4.24346-4.35686

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Vaccine Design for the FusionNeoAntigens of NOTCH2-MACF1

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
NOTCH2-MACF1chr1120572529chr139775242414YHNGTGYCKVCTACCACAATGGCACAGGATACTGCAAGGT
NOTCH2-MACF1chr1120572529chr139775242918GYCKVEQSYAGGATACTGCAAGGTCGAACAATCTTA

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 NOTCH2-MACF1

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
BRCANOTCH2-MACF1chr1120572529ENST00000256646chr139775242ENST00000317713TCGA-A2-A0YE-01A

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Potential target of CAR-T therapy development for NOTCH2-MACF1

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 NOTCH2-MACF1

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 NOTCH2-MACF1

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