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Wojciechowski JW, Kotulska M. PATH - Prediction of Amyloidogenicity by Threading and Machine Learning. Sci Rep 2020; 10:7721. [PMID: 32382058 PMCID: PMC7206081 DOI: 10.1038/s41598-020-64270-3] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2019] [Accepted: 03/24/2020] [Indexed: 12/18/2022] Open
Abstract
Amyloids are protein aggregates observed in several diseases, for example in Alzheimer's and Parkinson's diseases. An aggregate has a very regular beta structure with a tightly packed core, which spontaneously assumes a steric zipper form. Experimental methods enable studying such peptides, however they are tedious and costly, therefore inappropriate for genomewide studies. Several bioinformatic methods have been proposed to evaluate protein propensity to form an amyloid. However, the knowledge of aggregate structures is usually not taken into account. We propose PATH (Prediction of Amyloidogenicity by THreading) - a novel structure-based method for predicting amyloidogenicity and show that involving available structures of amyloidogenic fragments enhances classification performance. Experimental aggregate structures were used in templatebased modeling to recognize the most stable representative structural class of a query peptide. Several machine learning methods were then applied on the structural models, using their energy terms. Finally, we identified the most important terms in classification of amyloidogenic peptides. The proposed method outperforms most of the currently available methods for predicting amyloidogenicity, with its area under ROC curve equal to 0.876. Furthermore, the method gave insight into significance of selected structural features and the potentially most stable structural class of a peptide fragment if subjected to crystallization.
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Affiliation(s)
- Jakub W Wojciechowski
- Department of Biomedical Engineering, Wroclaw University of Science and Technology, 50-370, Wrocław, Poland
| | - Małgorzata Kotulska
- Department of Biomedical Engineering, Wroclaw University of Science and Technology, 50-370, Wrocław, Poland.
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52
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Chernoff YO, Grizel AV, Rubel AA, Zelinsky AA, Chandramowlishwaran P, Chernova TA. Application of yeast to studying amyloid and prion diseases. ADVANCES IN GENETICS 2020; 105:293-380. [PMID: 32560789 PMCID: PMC7527210 DOI: 10.1016/bs.adgen.2020.01.002] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Amyloids are fibrous cross-β protein aggregates that are capable of proliferation via nucleated polymerization. Amyloid conformation likely represents an ancient protein fold and is linked to various biological or pathological manifestations. Self-perpetuating amyloid-based protein conformers provide a molecular basis for transmissible (infectious or heritable) protein isoforms, termed prions. Amyloids and prions, as well as other types of misfolded aggregated proteins are associated with a variety of devastating mammalian and human diseases, such as Alzheimer's, Parkinson's and Huntington's diseases, transmissible spongiform encephalopathies (TSEs), amyotrophic lateral sclerosis (ALS) and transthyretinopathies. In yeast and fungi, amyloid-based prions control phenotypically detectable heritable traits. Simplicity of cultivation requirements and availability of powerful genetic approaches makes yeast Saccharomyces cerevisiae an excellent model system for studying molecular and cellular mechanisms governing amyloid formation and propagation. Genetic techniques allowing for the expression of mammalian or human amyloidogenic and prionogenic proteins in yeast enable researchers to capitalize on yeast advantages for characterization of the properties of disease-related proteins. Chimeric constructs employing mammalian and human aggregation-prone proteins or domains, fused to fluorophores or to endogenous yeast proteins allow for cytological or phenotypic detection of disease-related protein aggregation in yeast cells. Yeast systems are amenable to high-throughput screening for antagonists of amyloid formation, propagation and/or toxicity. This review summarizes up to date achievements of yeast assays in application to studying mammalian and human disease-related aggregating proteins, and discusses both limitations and further perspectives of yeast-based strategies.
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Affiliation(s)
- Yury O Chernoff
- School of Biological Sciences, Georgia Institute of Technology, Atlanta, GA, United States; Laboratory of Amyloid Biology, St. Petersburg State University, St. Petersburg, Russia.
| | - Anastasia V Grizel
- Laboratory of Amyloid Biology, St. Petersburg State University, St. Petersburg, Russia
| | - Aleksandr A Rubel
- Laboratory of Amyloid Biology, St. Petersburg State University, St. Petersburg, Russia; Department of Genetics and Biotechnology, St. Petersburg State University, St. Petersburg, Russia; Sirius University of Science and Technology, Sochi, Russia
| | - Andrew A Zelinsky
- Laboratory of Amyloid Biology, St. Petersburg State University, St. Petersburg, Russia
| | | | - Tatiana A Chernova
- Department of Biochemistry, Emory University School of Medicine, Atlanta, GA, United States
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FTIR Spectroscopy Study of the Secondary Structure Changes in Human Serum Albumin and Trypsin under Neutral Salts. Biomolecules 2020; 10:biom10040606. [PMID: 32295172 PMCID: PMC7226448 DOI: 10.3390/biom10040606] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2020] [Revised: 03/27/2020] [Accepted: 03/30/2020] [Indexed: 11/24/2022] Open
Abstract
The effect of neutral salts on protein conformation was first analyzed by Hofmeister in 1888, however, even today this phenomenon is not completely understood. To clarify this effect, we studied changes in the secondary structure of two proteins: human serum albumin with predominantly α-helical structure and porcine pancreas β-trypsin with the typical β-structural arrangement in aqueous solutions of neutral salts (KSCN, KCl, (NH4)2SO4). The changes in the secondary structure were studied at 23 °C and 80 °C by using the second derivative deconvolution method of the IR spectra. Our results demonstrated that the ability of the salts to stabilize/destabilize these two proteins correlates with the Hofmeister series of ions. At the same time, some exceptions were also observed. The destabilization of the native structures of both α-helical albumin and β-structural trypsin upon interaction with neutral salts leads to the formation of intermolecular β-sheets typical for amyloid fibrils or amorphous aggregates. Thus, our quantitative FTIR-spectroscopy analysis allowed us to further clarify the mechanisms and complexity of the neutral salt actions on protein structures which may lead to strategies preventing unwelcome misfolding of proteins.
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Shida T, Kamatari YO, Yoda T, Yamaguchi Y, Feig M, Ohhashi Y, Sugita Y, Kuwata K, Tanaka M. Short disordered protein segment regulates cross-species transmission of a yeast prion. Nat Chem Biol 2020; 16:756-765. [PMID: 32284601 DOI: 10.1038/s41589-020-0516-y] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2018] [Accepted: 03/05/2020] [Indexed: 02/06/2023]
Abstract
Soluble prion proteins contingently encounter foreign prion aggregates, leading to cross-species prion transmission. However, how its efficiency is regulated by structural fluctuation of the host soluble prion protein remains unsolved. In the present study, through the use of two distantly related yeast prion Sup35 proteins, we found that a specific conformation of a short disordered segment governs interspecies prion transmissibility. Using a multidisciplinary approach including high-resolution NMR and molecular dynamics simulation, we identified critical residues within this segment that allow interspecies prion transmission in vitro and in vivo, by locally altering dynamics and conformation of soluble prion proteins. Remarkably, subtle conformational differences caused by a methylene group between asparagine and glutamine sufficed to change the short segment structure and substantially modulate the cross-seeding activity. Thus, our findings uncover how conformational dynamics of the short segment in the host prion protein impacts cross-species prion transmission. More broadly, our study provides mechanistic insights into cross-seeding between heterologous proteins.
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Affiliation(s)
- Toshinobu Shida
- Department of Biological Information, Graduate School of Bioscience and Biotechnology, Tokyo Institute of Technology, Yokohama, Japan.,Laboratory for Protein Conformation Diseases, RIKEN Center for Brain Science, Wako, Japan
| | - Yuji O Kamatari
- Life Science Research Center, Gifu University, Gifu, Japan.,United Graduate School of Drug Discovery and Medical Information Sciences, Gifu University, Gifu, Japan
| | - Takao Yoda
- Nagahama Institute of Bio-Science and Technology, Nagahama, Japan.,Computational Biophysics Research Team, RIKEN Research Center for Computational Science, Kobe, Japan
| | - Yoshiki Yamaguchi
- Faculty of Pharmaceutical Sciences, Tohoku Medical and Pharmaceutical University, Sendai, Japan.,RIKEN-Max Planck Joint Research Center, Wako, Japan
| | - Michael Feig
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI, USA.,Laboratory for Biomolecular Function Simulation, RIKEN Center for Biosystems Dynamics Research, Kobe, Japan
| | - Yumiko Ohhashi
- Graduate School of Science, Kobe University, Kobe, Japan.,Department of Applied Chemistry, Tokyo University of Science, Shinjuku-ku, Tokyo, Japan
| | - Yuji Sugita
- Computational Biophysics Research Team, RIKEN Research Center for Computational Science, Kobe, Japan.,Laboratory for Biomolecular Function Simulation, RIKEN Center for Biosystems Dynamics Research, Kobe, Japan.,Theoretical Molecular Science Laboratory, RIKEN Cluster for Pioneering Research, Wako, Japan
| | - Kazuo Kuwata
- United Graduate School of Drug Discovery and Medical Information Sciences, Gifu University, Gifu, Japan
| | - Motomasa Tanaka
- Department of Biological Information, Graduate School of Bioscience and Biotechnology, Tokyo Institute of Technology, Yokohama, Japan. .,Laboratory for Protein Conformation Diseases, RIKEN Center for Brain Science, Wako, Japan.
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55
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RNA-binding protein FXR1 is presented in rat brain in amyloid form. Sci Rep 2019; 9:18983. [PMID: 31831836 PMCID: PMC6908614 DOI: 10.1038/s41598-019-55528-6] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2019] [Accepted: 11/28/2019] [Indexed: 01/27/2023] Open
Abstract
Amyloids are β-sheets-rich protein fibrils that cause neurodegenerative and other incurable human diseases affecting millions of people worldwide. However, a number of proteins is functional in the amyloid state in various organisms from bacteria to humans. Using an original proteomic approach, we identified a set of proteins forming amyloid-like aggregates in the brain of young healthy rats. One of them is the FXR1 protein, which is known to regulate memory and emotions. We showed that FXR1 clearly colocalizes in cortical neurons with amyloid-specific dyes Congo-Red, Thioflavines S and T. FXR1 extracted from brain by immunoprecipitation shows yellow-green birefringence after staining with Congo red. This protein forms in brain detergent-resistant amyloid oligomers and insoluble aggregates. RNA molecules that are colocalized with FXR1 in cortical neurons are insensitive to treatment with RNase A. All these data suggest that FXR1 functions in rat brain in amyloid form. The N-terminal amyloid-forming fragment of FXR1 is highly conserved across mammals. We assume that the FXR1 protein may be presented in amyloid form in brain of different species of mammals, including humans.
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Danilov LG, Matveenko AG, Ryzhkova VE, Belousov MV, Poleshchuk OI, Likholetova DV, Sokolov PA, Kasyanenko NA, Kajava AV, Zhouravleva GA, Bondarev SA. Design of a New [ PSI +]-No-More Mutation in SUP35 With Strong Inhibitory Effect on the [ PSI +] Prion Propagation. Front Mol Neurosci 2019; 12:274. [PMID: 31803017 PMCID: PMC6877606 DOI: 10.3389/fnmol.2019.00274] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2019] [Accepted: 10/28/2019] [Indexed: 12/04/2022] Open
Abstract
A number of [PSI+]-no-more (PNM) mutations, eliminating [PSI+] prion, were previously described in SUP35. In this study, we designed and analyzed a new PNM mutation based on the parallel in-register β-structure of Sup35 prion fibrils suggested by the known experimental data. In such an arrangement, substitution of non-charged residues by charged ones may destabilize the fibril structure. We introduced Q33K/A34K amino acid substitutions into the Sup35 protein, corresponding allele was called sup35-M0. The mutagenized residues were chosen based on ArchCandy in silico prediction of high inhibitory effect on the amyloidogenic potential of Sup35. The experiments confirmed that Sup35-M0 leads to the elimination of [PSI+] with high efficiency. Our data suggested that the elimination of the [PSI+] prion is associated with the decreased aggregation properties of the protein. The new mutation can induce the prion with very low efficiency and is able to propagate only weak [PSI+] prion variants. We also showed that Sup35-M0 protein co-aggregates with the wild-type Sup35 in vivo. Moreover, our data confirmed the utility of the strategy of substitution of non-charged residues by charged ones to design new mutations to inhibit a prion formation.
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Affiliation(s)
- Lavrentii G Danilov
- Department of Genetics and Biotechnology, St. Petersburg State University, St. Petersburg, Russia
| | - Andrew G Matveenko
- Department of Genetics and Biotechnology, St. Petersburg State University, St. Petersburg, Russia
| | - Varvara E Ryzhkova
- Department of Genetics and Biotechnology, St. Petersburg State University, St. Petersburg, Russia
| | - Mikhail V Belousov
- Department of Genetics and Biotechnology, St. Petersburg State University, St. Petersburg, Russia.,Laboratory for Proteomics of Supra-Organismal Systems, All-Russia Research Institute for Agricultural Microbiology (ARRIAM), St. Petersburg, Russia
| | - Olga I Poleshchuk
- Department of Genetics and Biotechnology, St. Petersburg State University, St. Petersburg, Russia
| | - Daria V Likholetova
- Department of Genetics and Biotechnology, St. Petersburg State University, St. Petersburg, Russia
| | - Petr A Sokolov
- Department of Molecular Biophysics and Polymer Physics, St. Petersburg State University, St. Petersburg, Russia
| | - Nina A Kasyanenko
- Department of Molecular Biophysics and Polymer Physics, St. Petersburg State University, St. Petersburg, Russia
| | - Andrey V Kajava
- Centre de Recherche en Biologie cellulaire de Montpellier (CRBM), UMR 5237 CNRS, Université Montpellier, Montpellier, France.,Institut de Biologie Computationnelle (IBC), Universitè Montpellier, Montpellier, France
| | - Galina A Zhouravleva
- Department of Genetics and Biotechnology, St. Petersburg State University, St. Petersburg, Russia.,Laboratory of Amyloid Biology, St. Petersburg State University, St. Petersburg, Russia
| | - Stanislav A Bondarev
- Department of Genetics and Biotechnology, St. Petersburg State University, St. Petersburg, Russia.,Laboratory of Amyloid Biology, St. Petersburg State University, St. Petersburg, Russia
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57
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Usoltsev D, Sitnikova V, Kajava A, Uspenskaya M. Systematic FTIR Spectroscopy Study of the Secondary Structure Changes in Human Serum Albumin under Various Denaturation Conditions. Biomolecules 2019; 9:biom9080359. [PMID: 31409012 PMCID: PMC6723850 DOI: 10.3390/biom9080359] [Citation(s) in RCA: 92] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2019] [Revised: 08/08/2019] [Accepted: 08/09/2019] [Indexed: 11/16/2022] Open
Abstract
Human serum albumin (HSA) is the most abundant protein in blood plasma. HSA is involved in the transport of hormones, fatty acids, and some other compounds, maintenance of blood pH, osmotic pressure, and many other functions. Although this protein is well studied, data about its conformational changes upon different denaturation factors are fragmentary and sometimes contradictory. This is especially true for FTIR spectroscopy data interpretation. Here, the effect of various denaturing agents on the structural state of HSA by using FTIR spectroscopy in the aqueous solutions was systematically studied. Our data suggest that the second derivative deconvolution method provides the most consistent interpretation of the obtained IR spectra. The secondary structure changes of HSA were studied depending on the concentration of the denaturing agent during acid, alkaline, and thermal denaturation. In general, the denaturation of HSA in different conditions is accompanied by a decrease in α-helical conformation and an increase in random coil conformation and the intermolecular β-strands. Meantime, some variation in the conformational changes depending on the type of the denaturation agent were also observed. The increase of β-structural conformation suggests that HSA may form amyloid-like aggregates upon the denaturation.
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Affiliation(s)
- Dmitrii Usoltsev
- Department of Applied Optics, ITMO University, 49 Kronverksky Pr., St.-Petersburg 197101, Russia
| | - Vera Sitnikova
- Department of Applied Optics, ITMO University, 49 Kronverksky Pr., St.-Petersburg 197101, Russia.
- International Research Institute of Bioengineering, ITMO University, 49 Kronverksky Pr., 197101 St.-Petersburg, Russia.
| | - Andrey Kajava
- International Research Institute of Bioengineering, ITMO University, 49 Kronverksky Pr., 197101 St.-Petersburg, Russia
- Centre de Recherche en Biologie cellulaire de Montpellier (CRBM), UMR 5237 CNRS, Universit Montpellier 1919 Route de Mende, CEDEX 5, 34293 Montpellier, France
| | - Mayya Uspenskaya
- Department of Applied Optics, ITMO University, 49 Kronverksky Pr., St.-Petersburg 197101, Russia
- International Research Institute of Bioengineering, ITMO University, 49 Kronverksky Pr., 197101 St.-Petersburg, Russia
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58
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Wang W, Navarro S, Azizyan RA, Baño-Polo M, Esperante SA, Kajava AV, Ventura S. Prion soft amyloid core driven self-assembly of globular proteins into bioactive nanofibrils. NANOSCALE 2019; 11:12680-12694. [PMID: 31237592 DOI: 10.1039/c9nr01755k] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
Amyloids have been exploited to build amazing bioactive materials. In most cases, short synthetic peptides constitute the functional components of such materials. The controlled assembly of globular proteins into active amyloid nanofibrils is still challenging, because the formation of amyloids implies a conformational conversion towards a β-sheet-rich structure, with a concomitant loss of the native fold and the inactivation of the protein. There is, however, a remarkable exception to this rule: yeast prions. They are singular proteins able to switch between a soluble and an amyloid state. In both states, the structure of their globular domains remains essentially intact. The transit between these two conformations is encoded in prion domains (PrDs): long and disordered sequences to which the active globular domains are appended. PrDs are much larger than typical self-assembling peptides. This seriously limits their use for nanotechnological applications. We have recently shown that these domains contain soft amyloid cores (SACs) that suffice to nucleate their self-assembly reaction. Here we genetically fused a model SAC with different globular proteins. We demonstrate that this very short sequence acts as a minimalist PrD, driving the selective and slow assembly of the initially soluble fusion proteins into amyloid fibrils in which the globular proteins retain their native structure and display high activity. Overall, we provide here a novel, modular and straightforward strategy to build active protein-based nanomaterials at a preparative scale.
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Affiliation(s)
- Weiqiang Wang
- Institut de Biotecnologia i de Biomedicina and Departament de Bioquímica i Biologia Molecular, Universitat Autònoma de Barcelona, 08193 Bellaterra, Barcelona, Spain.
| | - Susanna Navarro
- Institut de Biotecnologia i de Biomedicina and Departament de Bioquímica i Biologia Molecular, Universitat Autònoma de Barcelona, 08193 Bellaterra, Barcelona, Spain.
| | - Rafayel A Azizyan
- Centre de Recherche en Biologie cellulaire de Montpellier, UMR 5237 CNRS, Université Montpellier, 1919 Route de Mende, 34293 Montpellier, Cedex 5, France
| | - Manuel Baño-Polo
- Institut de Biotecnologia i de Biomedicina and Departament de Bioquímica i Biologia Molecular, Universitat Autònoma de Barcelona, 08193 Bellaterra, Barcelona, Spain.
| | - Sebastian A Esperante
- Institut de Biotecnologia i de Biomedicina and Departament de Bioquímica i Biologia Molecular, Universitat Autònoma de Barcelona, 08193 Bellaterra, Barcelona, Spain.
| | - Andrey V Kajava
- Centre de Recherche en Biologie cellulaire de Montpellier, UMR 5237 CNRS, Université Montpellier, 1919 Route de Mende, 34293 Montpellier, Cedex 5, France
| | - Salvador Ventura
- Institut de Biotecnologia i de Biomedicina and Departament de Bioquímica i Biologia Molecular, Universitat Autònoma de Barcelona, 08193 Bellaterra, Barcelona, Spain.
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59
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Navarro S, Ventura S. Computational re-design of protein structures to improve solubility. Expert Opin Drug Discov 2019; 14:1077-1088. [DOI: 10.1080/17460441.2019.1637413] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Affiliation(s)
- Susanna Navarro
- Institut de Biotecnologia i de Biomedicina, Parc de Recerca UAB, Mòdul B, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Salvador Ventura
- Institut de Biotecnologia i de Biomedicina, Parc de Recerca UAB, Mòdul B, Universitat Autònoma de Barcelona, Barcelona, Spain
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Surin AK, Grishin SY, Galzitskaya OV. Identification of Amyloidogenic Regions in the Spine of Insulin Fibrils. BIOCHEMISTRY (MOSCOW) 2019; 84:47-55. [PMID: 30927525 DOI: 10.1134/s0006297919010061] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
To reveal conformational changes resulting in the formation of insulin fibrils, it is necessary to identify amyloidogenic regions in the structure of protein monomers. Different models of insulin fibrillogenesis have been proposed previously. However, precise regions responsible for the formation of amyloid fibrils have not been identified. Using bioinformatics programs for predicting amyloidogenic regions, we have determined some common amyloidogenic sequences in the structure of insulin monomers. The use of limited proteolysis and mass spectrometry analysis of the obtained protein fragments resistant to the action of proteases allowed us to identify amino acid sequences in the insulin structure that can form the spine of the insulin fibrils. The obtained results are in agreement with the earlier proposed model of fibril formation from the ring-like oligomers and can be used for designing insulin analogs resistant to amyloidogenesis.
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Affiliation(s)
- A K Surin
- Institute of Protein Research, Russian Academy of Sciences, Pushchino, Moscow Region, 142290, Russia. .,State Research Center for Applied Microbiology and Biotechnology, Obolensk, Moscow Region, 142279, Russia.,Gamaleya Research Center of Epidemiology and Microbiology, Moscow, 123098, Russia
| | - S Yu Grishin
- Institute of Protein Research, Russian Academy of Sciences, Pushchino, Moscow Region, 142290, Russia. .,Lomonosov Moscow State University, Moscow, 119991, Russia
| | - O V Galzitskaya
- Institute of Protein Research, Russian Academy of Sciences, Pushchino, Moscow Region, 142290, Russia.
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62
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Josefsson L, Cronhamn M, Ekman M, Widehammar H, Emmer Å, Lendel C. Structural basis for the formation of soy protein nanofibrils. RSC Adv 2019; 9:6310-6319. [PMID: 35517292 PMCID: PMC9060953 DOI: 10.1039/c8ra10610j] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2018] [Accepted: 02/15/2019] [Indexed: 11/25/2022] Open
Abstract
Amyloid-like protein nanofibrils (PNFs) can assemble from a range of different proteins including disease-associated proteins, functional amyloid proteins and several proteins for which the PNFs are neither related to disease nor function. We here examined the core building blocks of PNFs formed by soy proteins. Fibril formation at pH 2 and 90 °C is coupled to peptide hydrolysis which allows isolation of the PNF-forming peptides and identification of them by mass spectrometry. We found five peptides that constitute the main building blocks in soy PNFs, three of them from the protein β-conglycinin and two from the protein glycinin. The abilities of these peptides to form PNFs were addressed by amyloid prediction software and by PNF formation of the corresponding synthetic peptides. Analysis of the structural context in the native soy proteins revealed two structural motifs for the PNF-forming peptides: (i) so-called β-arches and (ii) helical segments involved in quaternary structure contacts. However, the results suggest that neither the native structural motifs nor the protein of origin defines the morphology of the PNFs formed from soy protein isolate. Identification of the peptide building blocks of soy protein nanofibrils provides new clues about the determinants of protein nanofibril morphology.![]()
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Affiliation(s)
- Leila Josefsson
- Department of Chemistry
- KTH Royal Institute of Technology
- Stockholm
- Sweden
| | - Melker Cronhamn
- Department of Chemistry
- KTH Royal Institute of Technology
- Stockholm
- Sweden
| | - Malin Ekman
- Department of Chemistry
- KTH Royal Institute of Technology
- Stockholm
- Sweden
| | - Hugo Widehammar
- Department of Chemistry
- KTH Royal Institute of Technology
- Stockholm
- Sweden
| | - Åsa Emmer
- Department of Chemistry
- KTH Royal Institute of Technology
- Stockholm
- Sweden
| | - Christofer Lendel
- Department of Chemistry
- KTH Royal Institute of Technology
- Stockholm
- Sweden
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63
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Bacterial Amyloids: Biogenesis and Biomaterials. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2019; 1174:113-159. [DOI: 10.1007/978-981-13-9791-2_4] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
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64
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Sergeeva AV, Sopova JV, Belashova TA, Siniukova VA, Chirinskaite AV, Galkin AP, Zadorsky SP. Amyloid properties of the yeast cell wall protein Toh1 and its interaction with prion proteins Rnq1 and Sup35. Prion 2018; 13:21-32. [PMID: 30558459 PMCID: PMC6422396 DOI: 10.1080/19336896.2018.1558763] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
Amyloids are non-branching fibrils that are composed of stacked monomers stabilized by intermolecular β-sheets. Some amyloids are associated with incurable diseases, whereas others, functional amyloids, regulate different vital processes. The prevalence and significance of functional amyloids in wildlife are still poorly understood. In recent years, by applying new approach of large-scale proteome screening, a number of novel candidate amyloids were identified in the yeast Saccharomyces cerevisiae, many of which are localized in the yeast cell wall. In this work, we showed that one of these proteins, Toh1, possess amyloid properties. The Toh1-YFP hybrid protein forms detergent-resistant aggregates in the yeast cells while being expressed under its own PTOH1 or inducible PCUP1 promoter. Using bacterial system for generation of extracellular amyloid aggregates C-DAG, we demonstrated that the N-terminal Toh1 fragment, containing amyloidogenic regions predicted in silico, binds Congo Red dye, manifests ‘apple-green’ birefringence when examined between crossed polarizers, and forms amyloid-like fibrillar aggregates visualized by TEM. We have established that the Toh1(20–365)-YFP hybrid protein fluorescent aggregates are co-localized with a high frequency with Rnq1C-CFP and Sup35NM-CFP aggregates in the yeast cells containing [PIN+] and [PSI+] prions, and physical interaction of these aggregated proteins was confirmed by FRET. This is one of a few known cases of physical interaction of non-Q/N-rich amyloid-like protein and Q/N-rich amyloids, suggesting that interaction of different amyloid proteins may be determined not only by similarity of their primary structures but also by similarity of their secondary structures and of conformational folds.
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Affiliation(s)
- A V Sergeeva
- a Department of Genetics and Biotechnology , St. Petersburg State University , St. Petersburg , Russian Federation
| | - J V Sopova
- a Department of Genetics and Biotechnology , St. Petersburg State University , St. Petersburg , Russian Federation.,b Vavilov Institute of General Genetics, St. Petersburg Branch , Russian Academy of Sciences , St. Petersburg , Russian Federation
| | - T A Belashova
- a Department of Genetics and Biotechnology , St. Petersburg State University , St. Petersburg , Russian Federation.,b Vavilov Institute of General Genetics, St. Petersburg Branch , Russian Academy of Sciences , St. Petersburg , Russian Federation
| | - V A Siniukova
- b Vavilov Institute of General Genetics, St. Petersburg Branch , Russian Academy of Sciences , St. Petersburg , Russian Federation
| | - A V Chirinskaite
- a Department of Genetics and Biotechnology , St. Petersburg State University , St. Petersburg , Russian Federation
| | - A P Galkin
- a Department of Genetics and Biotechnology , St. Petersburg State University , St. Petersburg , Russian Federation.,b Vavilov Institute of General Genetics, St. Petersburg Branch , Russian Academy of Sciences , St. Petersburg , Russian Federation
| | - S P Zadorsky
- a Department of Genetics and Biotechnology , St. Petersburg State University , St. Petersburg , Russian Federation.,b Vavilov Institute of General Genetics, St. Petersburg Branch , Russian Academy of Sciences , St. Petersburg , Russian Federation
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65
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Wilson CJ, Bommarius AS, Champion JA, Chernoff YO, Lynn DG, Paravastu AK, Liang C, Hsieh MC, Heemstra JM. Biomolecular Assemblies: Moving from Observation to Predictive Design. Chem Rev 2018; 118:11519-11574. [PMID: 30281290 PMCID: PMC6650774 DOI: 10.1021/acs.chemrev.8b00038] [Citation(s) in RCA: 63] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Biomolecular assembly is a key driving force in nearly all life processes, providing structure, information storage, and communication within cells and at the whole organism level. These assembly processes rely on precise interactions between functional groups on nucleic acids, proteins, carbohydrates, and small molecules, and can be fine-tuned to span a range of time, length, and complexity scales. Recognizing the power of these motifs, researchers have sought to emulate and engineer biomolecular assemblies in the laboratory, with goals ranging from modulating cellular function to the creation of new polymeric materials. In most cases, engineering efforts are inspired or informed by understanding the structure and properties of naturally occurring assemblies, which has in turn fueled the development of predictive models that enable computational design of novel assemblies. This Review will focus on selected examples of protein assemblies, highlighting the story arc from initial discovery of an assembly, through initial engineering attempts, toward the ultimate goal of predictive design. The aim of this Review is to highlight areas where significant progress has been made, as well as to outline remaining challenges, as solving these challenges will be the key that unlocks the full power of biomolecules for advances in technology and medicine.
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Affiliation(s)
- Corey J. Wilson
- School of Chemical & Biomolecular Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332, United States
| | - Andreas S. Bommarius
- School of Chemical & Biomolecular Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332, United States
| | - Julie A. Champion
- School of Chemical & Biomolecular Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332, United States
| | - Yury O. Chernoff
- School of Biological Sciences, Georgia Institute of Technology, Atlanta, Georgia 30332, United States
- Laboratory of Amyloid Biology & Institute of Translational Biomedicine, St. Petersburg State University, St. Petersburg 199034, Russia
| | - David G. Lynn
- Department of Chemistry, Emory University, Atlanta, Georgia 30322, United States
| | - Anant K. Paravastu
- School of Chemical & Biomolecular Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332, United States
| | - Chen Liang
- Department of Chemistry, Emory University, Atlanta, Georgia 30322, United States
| | - Ming-Chien Hsieh
- Department of Chemistry, Emory University, Atlanta, Georgia 30322, United States
| | - Jennifer M. Heemstra
- Department of Chemistry, Emory University, Atlanta, Georgia 30322, United States
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66
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Musil M, Konegger H, Hon J, Bednar D, Damborsky J. Computational Design of Stable and Soluble Biocatalysts. ACS Catal 2018. [DOI: 10.1021/acscatal.8b03613] [Citation(s) in RCA: 56] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Affiliation(s)
- Milos Musil
- Loschmidt Laboratories, Centre for Toxic Compounds in the Environment (RECETOX), and Department of Experimental Biology, Faculty of Science, Masaryk University, 625 00 Brno, Czech Republic
- IT4Innovations Centre of Excellence, Faculty of Information Technology, Brno University of Technology, 612 66 Brno, Czech Republic
- International Clinical Research Center, St. Anne’s University Hospital, Pekarska 53, 656 91 Brno, Czech Republic
| | - Hannes Konegger
- Loschmidt Laboratories, Centre for Toxic Compounds in the Environment (RECETOX), and Department of Experimental Biology, Faculty of Science, Masaryk University, 625 00 Brno, Czech Republic
- International Clinical Research Center, St. Anne’s University Hospital, Pekarska 53, 656 91 Brno, Czech Republic
| | - Jiri Hon
- Loschmidt Laboratories, Centre for Toxic Compounds in the Environment (RECETOX), and Department of Experimental Biology, Faculty of Science, Masaryk University, 625 00 Brno, Czech Republic
- IT4Innovations Centre of Excellence, Faculty of Information Technology, Brno University of Technology, 612 66 Brno, Czech Republic
- International Clinical Research Center, St. Anne’s University Hospital, Pekarska 53, 656 91 Brno, Czech Republic
| | - David Bednar
- Loschmidt Laboratories, Centre for Toxic Compounds in the Environment (RECETOX), and Department of Experimental Biology, Faculty of Science, Masaryk University, 625 00 Brno, Czech Republic
- International Clinical Research Center, St. Anne’s University Hospital, Pekarska 53, 656 91 Brno, Czech Republic
| | - Jiri Damborsky
- Loschmidt Laboratories, Centre for Toxic Compounds in the Environment (RECETOX), and Department of Experimental Biology, Faculty of Science, Masaryk University, 625 00 Brno, Czech Republic
- International Clinical Research Center, St. Anne’s University Hospital, Pekarska 53, 656 91 Brno, Czech Republic
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Bondarev SA, Bondareva OV, Zhouravleva GA, Kajava AV. BetaSerpentine: a bioinformatics tool for reconstruction of amyloid structures. Bioinformatics 2018; 34:599-608. [PMID: 29444233 DOI: 10.1093/bioinformatics/btx629] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2017] [Accepted: 10/03/2017] [Indexed: 11/12/2022] Open
Abstract
Motivation Numerous experimental studies have suggested that polypeptide chains of large amyloidogenic regions zig-zag in β-serpentine arrangements. These β-serpentines are stacked axially and form the superpleated β-structure. Despite this progress in the understanding of amyloid folds, the determination of their 3D structure at the atomic level is still a problem due to the polymorphism of these fibrils and incompleteness of experimental structural data. Today, the way to get insight into the atomic structure of amyloids is a combination of experimental studies with bioinformatics. Results We developed a computer program BetaSerpentine that reconstructs β-serpentine arrangements from individual β-arches predicted by ArchCandy program and ranks them in order of preference. It was shown that the BetaSerpentine program in combination with the experimental data can be used to gain insight into the detailed 3D structure of amyloids. It opens avenues to the structure-based interpretation and design of the experiments. Availability and implementation BetaSerpentine webserver can be accessed through website: http://bioinfo.montp.cnrs.fr/b-serpentine. Source code is available in git.hub repository (github.com/stanislavspbgu/BetaSerpentine). Contact stanislavspbgu@gmail.com or andrey.kajava@crbm.cnrs.fr. Supplementary information Supplementary data are available at Bioinformatics online.
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Affiliation(s)
- Stanislav A Bondarev
- Laboratory of Amyloid Biology and Department of Genetics and Biotechnology, St. Petersburg State University, Saint Petersburg 199034, Russia
| | - Olga V Bondareva
- Laboratory of Molecular Systematics, Zoological Institute RAS, Saint Petersburg 199034, Russia
| | - Galina A Zhouravleva
- Laboratory of Amyloid Biology and Department of Genetics and Biotechnology, St. Petersburg State University, Saint Petersburg 199034, Russia
| | - Andrey V Kajava
- Structural Bioinformatics and Molecular Modeling, Centre de Recherche en Biologie Cellulaire de Montpellier, CNRS, Université Montpellier, Montpellier 34293, France.,Institut de Biologie Computationnelle, Montpellier 34095, France.,Bioengineering Department, University ITMO, Saint Petersburg, 197101, Russia
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68
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Villain E, Nikekhin AA, Kajava AV. Porins and Amyloids are Coded by Similar Sequence Motifs. Proteomics 2018; 19:e1800075. [DOI: 10.1002/pmic.201800075] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2018] [Revised: 09/27/2018] [Indexed: 01/25/2023]
Affiliation(s)
- Etienne Villain
- Centre de Recherche en Biologie cellulaire de MontpellierUMR 5237 CNRSUniversité Montpellier 1919 Route de MendeCEDEX 5 34293 Montpellier France
- Institut de Biologie Computationnelle 34095 Montpellier France
| | | | - Andrey V. Kajava
- Centre de Recherche en Biologie cellulaire de MontpellierUMR 5237 CNRSUniversité Montpellier 1919 Route de MendeCEDEX 5 34293 Montpellier France
- Institut de Biologie Computationnelle 34095 Montpellier France
- Institute of BioengineeringITMO University St. Petersburg 197101 Russia
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69
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Galzitskaya OV, Lobanov MY. Proteome-scale understanding of relationship between homo-repeat enrichments and protein aggregation properties. PLoS One 2018; 13:e0206941. [PMID: 30399196 PMCID: PMC6219797 DOI: 10.1371/journal.pone.0206941] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2018] [Accepted: 10/22/2018] [Indexed: 02/07/2023] Open
Abstract
Expansion of homo-repeats is a molecular basis for human neurological diseases. We are the first who studied the influence of homo-repeats with lengths larger than four amino acid residues on the aggregation properties of 1449683 proteins across 122 eukaryotic and bacterial proteomes. Only 15% of proteins (215481) include homo-repeats of such length. We demonstrated that RNA-binding proteins with a prion-like domain are enriched with homo-repeats in comparison with other non-redundant protein sequences and those in the PDB. We performed a bioinformatics analysis for these proteins and found that proteins with homo-repeats are on average two times longer than those in the whole database. Moreover, we are first to discover that as a rule, homo-repeats appear in proteins not alone but in pairs: hydrophobic and aromatic homo-repeats appear with similar ones, while homo-repeats with small, polar and charged amino acids appear together with different preferences. We elaborated a new complementary approach to demonstrate the influence of homo-repeats on their host protein aggregation properties. We have shown that addition of artificial homo-repeats to natural and random proteins results in intensification of aggregation properties of the proteins. The maximal effect is observed for the insertion of artificial homo-repeats with 5–6 residues, which is consistent with the minimal length of an amyloidogenic region. We have also demonstrated that the ability of proteins with homo-repeats to aggregate cannot be explained only by the presence of long homo-repeats in them. There should be other characteristics of proteins intensifying the aggregation property including such as the appearance of homo-repeats in pairs in the same protein. We are the first who elaborated a new approach to study the influence of homo-repeats present in proteins on their aggregation properties and performed an appropriate analysis of the large number of proteomes and proteins.
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Affiliation(s)
- Oxana V. Galzitskaya
- Group of Bioinformatics, Institute of Protein Research, Russian Academy of Science, Pushchino, Moscow Region, Russia
- * E-mail:
| | - Miсhail Yu. Lobanov
- Group of Bioinformatics, Institute of Protein Research, Russian Academy of Science, Pushchino, Moscow Region, Russia
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70
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Niu M, Li Y, Wang C, Han K. RFAmyloid: A Web Server for Predicting Amyloid Proteins. Int J Mol Sci 2018; 19:ijms19072071. [PMID: 30013015 PMCID: PMC6073578 DOI: 10.3390/ijms19072071] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2018] [Revised: 07/10/2018] [Accepted: 07/12/2018] [Indexed: 12/22/2022] Open
Abstract
Amyloid is an insoluble fibrous protein and its mis-aggregation can lead to some diseases, such as Alzheimer’s disease and Creutzfeldt–Jakob’s disease. Therefore, the identification of amyloid is essential for the discovery and understanding of disease. We established a novel predictor called RFAmy based on random forest to identify amyloid, and it employed SVMProt 188-D feature extraction method based on protein composition and physicochemical properties and pse-in-one feature extraction method based on amino acid composition, autocorrelation pseudo acid composition, profile-based features and predicted structures features. In the ten-fold cross-validation test, RFAmy’s overall accuracy was 89.19% and F-measure was 0.891. Results were obtained by comparison experiments with other feature, classifiers, and existing methods. This shows the effectiveness of RFAmy in predicting amyloid protein. The RFAmy proposed in this paper can be accessed through the URL http://server.malab.cn/RFAmyloid/.
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Affiliation(s)
- Mengting Niu
- School of Information and Computer Engineering, Northeast Forestry University, Harbin 150040, China.
| | - Yanjuan Li
- School of Information and Computer Engineering, Northeast Forestry University, Harbin 150040, China.
| | - Chunyu Wang
- School of Computer Science and Technology, Harbin Institute of Technology, Harbin 150040, China.
| | - Ke Han
- School of Computer and Information Engineering, Harbin University of Commerce, Harbin 150040, China.
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71
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Drozdova P, Lipaeva P, Rogoza T, Zhouravleva G, Bondarev S. Overproduction of Sch9 leads to its aggregation and cell elongation in Saccharomyces cerevisiae. PLoS One 2018; 13:e0193726. [PMID: 29494682 PMCID: PMC5832320 DOI: 10.1371/journal.pone.0193726] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2017] [Accepted: 02/16/2018] [Indexed: 11/25/2022] Open
Abstract
The Sch9 kinase of Saccharomyces cerevisiae is one of the major TOR pathway effectors and regulates diverse processes in the cell. Sch9 belongs to the AGC kinase family. In human, amplification of AGC kinase genes is connected with cancer. However, not much is known about the effects of Sch9 overproduction in yeast cells. To fill this gap, we developed a model system to monitor subcellular location and aggregation state of overproduced Sch9 or its regions fused to a fluorescent protein. With this system, we showed that Sch9-YFP forms detergent-resistant aggregates, and multiple protein regions are responsible for this. This finding corroborated the fact that Sch9-YFP is visualized as various fluorescent foci. In addition, we found that Sch9 overproduction caused cell elongation, and this effect was determined by its C-terminal region containing kinase domains. The constructs we present can be exploited to create superior yeast-based model systems to study processes behind kinase overproduction in cancers.
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Affiliation(s)
- Polina Drozdova
- Dept. of Genetics and Biotechnology, Saint Petersburg State University, St. Petersburg, Russia
| | - Polina Lipaeva
- Dept. of Genetics and Biotechnology, Saint Petersburg State University, St. Petersburg, Russia
| | - Tatyana Rogoza
- Dept. of Genetics and Biotechnology, Saint Petersburg State University, St. Petersburg, Russia
- Vavilov Institute of General Genetics, St. Petersburg Branch, Russian Academy of Sciences, St. Petersburg, Russia
| | - Galina Zhouravleva
- Dept. of Genetics and Biotechnology, Saint Petersburg State University, St. Petersburg, Russia
- The Laboratory of Amyloid Biology, Saint Petersburg State University, St. Petersburg, Russia
| | - Stanislav Bondarev
- Dept. of Genetics and Biotechnology, Saint Petersburg State University, St. Petersburg, Russia
- The Laboratory of Amyloid Biology, Saint Petersburg State University, St. Petersburg, Russia
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72
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Belousov MV, Bondarev SA, Kosolapova AO, Antonets KS, Sulatskaya AI, Sulatsky MI, Zhouravleva GA, Kuznetsova IM, Turoverov KK, Nizhnikov AA. M60-like metalloprotease domain of the Escherichia coli YghJ protein forms amyloid fibrils. PLoS One 2018; 13:e0191317. [PMID: 29381728 PMCID: PMC5790219 DOI: 10.1371/journal.pone.0191317] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2017] [Accepted: 01/03/2018] [Indexed: 12/31/2022] Open
Abstract
Amyloids are protein fibrils with a characteristic spatial structure. Amyloids were long perceived as the pathogens involved in a set of lethal diseases in humans and animals. In recent decades, it has become clear that amyloids represent a quaternary protein structure that is not only pathological but also functionally important and is widely used by different organisms, ranging from archaea to animals, to implement diverse biological functions. The greatest biological variety of amyloids is found in prokaryotes, where they control the formation of biofilms and cell wall sheaths, facilitate the overcoming of surface tension, and regulate the metabolism of toxins. Several amyloid proteins were identified in the important model, biotechnological and pathogenic bacterium Escherichia coli. In previous studies, using a method for the proteomic screening and identification of amyloids, we identified 61 potentially amyloidogenic proteins in the proteome of E. coli. Among these proteins, YghJ was the most enriched with bioinformatically predicted amyloidogenic regions. YghJ is a lipoprotein with a zinc metalloprotease M60-like domain that is involved in mucin degradation in the intestine as well as in proinflammatory responses. In this study, we analyzed the amyloid properties of the YghJ M60-like domain and demonstrated that it forms amyloid-like fibrils in vitro and in vivo.
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Affiliation(s)
- Mikhail V. Belousov
- Department of Genetics and Biotechnology, St. Petersburg State University, Universitetskaya nab., St. Petersburg, Russian Federation
| | - Stanislav A. Bondarev
- Department of Genetics and Biotechnology, St. Petersburg State University, Universitetskaya nab., St. Petersburg, Russian Federation
- Laboratory of Amyloid Biology, St. Petersburg State University, Universitetskaya nab., St. Petersburg, Russian Federation
| | - Anastasiia O. Kosolapova
- Department of Genetics and Biotechnology, St. Petersburg State University, Universitetskaya nab., St. Petersburg, Russian Federation
- Laboratory for Proteomics of Supra-Organismal Systems, All-Russia Research Institute for Agricultural Microbiology (ARRIAM), Podbelskogo sh., Pushkin, St. Petersburg, Russian Federation
| | - Kirill S. Antonets
- Department of Genetics and Biotechnology, St. Petersburg State University, Universitetskaya nab., St. Petersburg, Russian Federation
- Laboratory for Proteomics of Supra-Organismal Systems, All-Russia Research Institute for Agricultural Microbiology (ARRIAM), Podbelskogo sh., Pushkin, St. Petersburg, Russian Federation
| | - Anna I. Sulatskaya
- Institute of Cytology, Russian Academy of Science, St. Petersburg, Russian Federation
| | - Maksim I. Sulatsky
- Institute of Cytology, Russian Academy of Science, St. Petersburg, Russian Federation
| | - Galina A. Zhouravleva
- Department of Genetics and Biotechnology, St. Petersburg State University, Universitetskaya nab., St. Petersburg, Russian Federation
- Laboratory of Amyloid Biology, St. Petersburg State University, Universitetskaya nab., St. Petersburg, Russian Federation
| | - Irina M. Kuznetsova
- Institute of Cytology, Russian Academy of Science, St. Petersburg, Russian Federation
| | - Konstantin K. Turoverov
- Institute of Cytology, Russian Academy of Science, St. Petersburg, Russian Federation
- Peter the Great St. Petersburg Polytechnic University, Polytechnicheskaya, St. Petersburg, Russian Federation
| | - Anton A. Nizhnikov
- Department of Genetics and Biotechnology, St. Petersburg State University, Universitetskaya nab., St. Petersburg, Russian Federation
- Laboratory for Proteomics of Supra-Organismal Systems, All-Russia Research Institute for Agricultural Microbiology (ARRIAM), Podbelskogo sh., Pushkin, St. Petersburg, Russian Federation
- Vavilov Institute of General Genetics, Russian Academy of Sciences, St Petersburg Branch, Universitetskaya nab., St. Petersburg, Russian Federation
- * E-mail:
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73
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Cascarina SM, Paul KR, Ross ED. Manipulating the aggregation activity of human prion-like proteins. Prion 2018; 11:323-331. [PMID: 28934062 DOI: 10.1080/19336896.2017.1356560] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Considerable advances in understanding the protein features favoring prion formation in yeast have facilitated the development of effective yeast prion prediction algorithms. Here we discuss a recent study in which we systematically explored the utility of the yeast prion prediction algorithm PAPA for designing mutations to modulate the aggregation activity of the human prion-like protein hnRNPA2B1. Mutations in hnRNPA2B1 cause multisystem proteinopathy in humans, and accelerate aggregation of the protein in vitro. Additionally, mutant hnRNPA2B1 forms cytoplasmic inclusions when expressed in Drosophila, and the mutant prion-like domain can substitute for a portion of a yeast prion domain in supporting prion activity in yeast. PAPA was quite successful at predicting the effects of PrLD mutations on prion activity in yeast and on in vitro aggregation propensity. Additionally, PAPA successfully predicted the effects of most, but not all, mutations in the PrLD of the hnRNPA2B1 protein when expressed in Drosophila. These results suggest that PAPA is quite effective at predicting the effects of mutations on intrinsic aggregation propensity, but that intracellular factors can influence aggregation and prion-like activity in vivo. A more complete understanding of these intracellular factors may inform the next generation of prion prediction algorithms.
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Affiliation(s)
- Sean M Cascarina
- a Department of Biochemistry and Molecular Biology , Colorado State University , Fort Collins , CO , USA
| | - Kacy R Paul
- a Department of Biochemistry and Molecular Biology , Colorado State University , Fort Collins , CO , USA
| | - Eric D Ross
- a Department of Biochemistry and Molecular Biology , Colorado State University , Fort Collins , CO , USA
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74
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Nizhnikov AA, Antonets KS, Bondarev SA, Inge-Vechtomov SG, Derkatch IL. Prions, amyloids, and RNA: Pieces of a puzzle. Prion 2017; 10:182-206. [PMID: 27248002 DOI: 10.1080/19336896.2016.1181253] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Amyloids are protein aggregates consisting of fibrils rich in β-sheets. Growth of amyloid fibrils occurs by the addition of protein molecules to the tip of an aggregate with a concurrent change of a conformation. Thus, amyloids are self-propagating protein conformations. In certain cases these conformations are transmissible / infectious; they are known as prions. Initially, amyloids were discovered as pathological extracellular deposits occurring in different tissues and organs. To date, amyloids and prions have been associated with over 30 incurable diseases in humans and animals. However, a number of recent studies demonstrate that amyloids are also functionally involved in a variety of biological processes, from biofilm formation by bacteria, to long-term memory in animals. Interestingly, amyloid-forming proteins are highly overrepresented among cellular factors engaged in all stages of mRNA life cycle: from transcription and translation, to storage and degradation. Here we review rapidly accumulating data on functional and pathogenic amyloids associated with mRNA processing, and discuss possible significance of prion and amyloid networks in the modulation of key cellular functions.
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Affiliation(s)
- Anton A Nizhnikov
- a Dept. of Genetics and Biotechnology , St. Petersburg State University , St. Petersburg , Russia.,b Vavilov Institute of General Genetics of the Russian Academy of Sciences, St. Petersburg Branch , St. Petersburg , Russia.,c All-Russia Research Institute for Agricultural Microbiology , St. Petersburg , Russia
| | - Kirill S Antonets
- a Dept. of Genetics and Biotechnology , St. Petersburg State University , St. Petersburg , Russia.,b Vavilov Institute of General Genetics of the Russian Academy of Sciences, St. Petersburg Branch , St. Petersburg , Russia
| | - Stanislav A Bondarev
- a Dept. of Genetics and Biotechnology , St. Petersburg State University , St. Petersburg , Russia
| | - Sergey G Inge-Vechtomov
- a Dept. of Genetics and Biotechnology , St. Petersburg State University , St. Petersburg , Russia.,b Vavilov Institute of General Genetics of the Russian Academy of Sciences, St. Petersburg Branch , St. Petersburg , Russia
| | - Irina L Derkatch
- d Department of Neuroscience , College of Physicians and Surgeons of Columbia University, Columbia University , New York , NY , USA
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75
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Polyglutamine expansion diseases: More than simple repeats. J Struct Biol 2017; 201:139-154. [PMID: 28928079 DOI: 10.1016/j.jsb.2017.09.006] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2017] [Revised: 08/24/2017] [Accepted: 09/15/2017] [Indexed: 12/27/2022]
Abstract
Polyglutamine (polyQ) repeat-containing proteins are widespread in the human proteome but only nine of them are associated with highly incapacitating neurodegenerative disorders. The genetic expansion of the polyQ tract in disease-related proteins triggers a series of events resulting in neurodegeneration. The polyQ tract plays the leading role in the aggregation mechanism, but other elements modulate the aggregation propensity in the context of the full-length proteins, as implied by variations in the length of the polyQ tract required to trigger the onset of a given polyQ disease. Intrinsic features such as the presence of aggregation-prone regions (APRs) outside the polyQ segments and polyQ-flanking sequences, which synergistically participate in the aggregation process, are emerging for several disease-related proteins. The inherent polymorphic structure of polyQ stretches places the polyQ proteins in a central position in protein-protein interaction networks, where interacting partners may additionally shield APRs or reshape the aggregation course. Expansion of the polyQ tract perturbs the cellular homeostasis and contributes to neuronal failure by modulating protein-protein interactions and enhancing toxic oligomerization. Post-translational modifications further regulate self-assembly either by directly altering the intrinsic aggregation propensity of polyQ proteins, by modulating their interaction with different macromolecules or by modifying their withdrawal by the cell quality control machinery. Here we review the recent data on the multifaceted aggregation pathways of disease-related polyQ proteins, focusing on ataxin-3, the protein mutated in Machado-Joseph disease. Further mechanistic understanding of this network of events is crucial for the development of effective therapies for polyQ diseases.
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76
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Roche DB, Villain E, Kajava AV. Usage of a dataset of NMR resolved protein structures to test aggregation versus solubility prediction algorithms. Protein Sci 2017; 26:1864-1869. [PMID: 28685932 DOI: 10.1002/pro.3225] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2017] [Revised: 06/21/2017] [Accepted: 06/29/2017] [Indexed: 01/08/2023]
Abstract
There has been an increased interest in computational methods for amyloid and (or) aggregate prediction, due to the prevalence of these aggregates in numerous diseases and their recently discovered functional importance. To evaluate these methods, several datasets have been compiled. Typically, aggregation-prone regions of proteins, which form aggregates or amyloids in vivo, are more than 15 residues long and intrinsically disordered. However, the number of such experimentally established amyloid forming and non-forming sequences are limited, not exceeding one hundred entries in existing databases. In this work, we parsed all available NMR-resolved protein structures from the PDB and assembled a new, sevenfold larger, dataset of unfolded sequences, soluble at high concentrations. We proposed to use these sequences as a negative set for evaluating methods for predicting aggregation in vivo. We also present the results of benchmarking cutting edge tools for the prediction of aggregation versus solubility propensity.
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Affiliation(s)
- Daniel B Roche
- Centre de Recherche en Biologie cellulaire de Montpellier, CNRS-UMR 5237, Montpellier, France.,Institut de Biologie Computationnelle, Université de Montpellier, Montpellier, France
| | - Etienne Villain
- Centre de Recherche en Biologie cellulaire de Montpellier, CNRS-UMR 5237, Montpellier, France.,Institut de Biologie Computationnelle, Université de Montpellier, Montpellier, France
| | - Andrey V Kajava
- Centre de Recherche en Biologie cellulaire de Montpellier, CNRS-UMR 5237, Montpellier, France.,Institut de Biologie Computationnelle, Université de Montpellier, Montpellier, France.,University ITMO, 49 Kronverksky Pr, 197101, St. Petersburg, Russia
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77
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Meric G, Robinson AS, Roberts CJ. Driving Forces for Nonnative Protein Aggregation and Approaches to Predict Aggregation-Prone Regions. Annu Rev Chem Biomol Eng 2017; 8:139-159. [DOI: 10.1146/annurev-chembioeng-060816-101404] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Gulsum Meric
- Department of Chemical and Biomolecular Engineering, University of Delaware, Newark, Delaware 19716
| | - Anne S. Robinson
- Department of Chemical and Biomolecular Engineering, Tulane University, New Orleans, Louisiana 70118
| | - Christopher J. Roberts
- Department of Chemical and Biomolecular Engineering, University of Delaware, Newark, Delaware 19716
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78
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Abstract
The yeast Saccharomyces cerevisiae can harbor a number of distinct prions. Most of the yeast prion proteins contain a glutamine/asparagine (Q/N) rich region that drives prion formation. Prion-like domains, defined as regions with high compositional similarity to yeast prion domains, are common in eukaryotic proteomes, and mutations in various human proteins containing prion-like domains have been linked to degenerative diseases, including amyotrophic lateral sclerosis. Here, we discuss a recent study in which we utilized two strategies to generate prion activity in non-prion Q/N-rich domains. First, we made targeted mutations in four non-prion Q/N-rich domains, replacing predicted prion-inhibiting amino acids with prion-promoting amino acids. All four mutants formed foci when expressed in yeast, and two acquired bona fide prion activity. Prion activity could be generated with as few as two mutations, suggesting that many non-prion Q/N-rich proteins may be just a small number of mutations from acquiring aggregation or prion activity. Second, we created tandem repeats of short prion-prone segments, and observed length-dependent prion activity. These studies demonstrate the considerable progress that has been made in understanding the sequence basis for aggregation of prion and prion-like domains, and suggest possible mechanisms by which new prion domains could evolve.
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Affiliation(s)
- Kacy R Paul
- a Department of Biochemistry and Molecular Biology ; Colorado State University ; Fort Collins , CO USA
| | - Eric D Ross
- a Department of Biochemistry and Molecular Biology ; Colorado State University ; Fort Collins , CO USA
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79
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Dearborn AD, Wall JS, Cheng N, Heymann JB, Kajava AV, Varkey J, Langen R, Steven AC. α-Synuclein Amyloid Fibrils with Two Entwined, Asymmetrically Associated Protofibrils. J Biol Chem 2015; 291:2310-8. [PMID: 26644467 DOI: 10.1074/jbc.m115.698787] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2015] [Indexed: 11/06/2022] Open
Abstract
Parkinson disease and other progressive neurodegenerative conditions are characterized by the intracerebral presence of Lewy bodies, containing amyloid fibrils of α-synuclein. We used cryo-electron microscopy and scanning transmission electron microscopy (STEM) to study in vitro-assembled fibrils. These fibrils are highly polymorphic. Focusing on twisting fibrils with an inter-crossover spacing of 77 nm, our reconstructions showed them to consist of paired protofibrils. STEM mass per length data gave one subunit per 0.47 nm axial rise per protofibril, consistent with a superpleated β-structure. The STEM images show two thread-like densities running along each of these fibrils, which we interpret as ladders of metal ions. These threads confirmed the two-protofibril architecture of the 77-nm twisting fibrils and allowed us to identify this morphotype in STEM micrographs. Some other, but not all, fibril morphotypes also exhibit dense threads, implying that they also present a putative metal binding site. We propose a molecular model for the protofibril and suggest that polymorphic variant fibrils have different numbers of protofibrils that are associated differently.
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Affiliation(s)
- Altaira D Dearborn
- From the Laboratory of Structural Biology Research, National Institute of Arthritis and Musculoskeletal and Skin Diseases, National Institutes of Health, Bethesda, Maryland 20892
| | - Joseph S Wall
- the Department of Biology, Brookhaven National Laboratory, Upton, New York 19973
| | - Naiqian Cheng
- From the Laboratory of Structural Biology Research, National Institute of Arthritis and Musculoskeletal and Skin Diseases, National Institutes of Health, Bethesda, Maryland 20892
| | - J Bernard Heymann
- From the Laboratory of Structural Biology Research, National Institute of Arthritis and Musculoskeletal and Skin Diseases, National Institutes of Health, Bethesda, Maryland 20892
| | - Andrey V Kajava
- the Centre de Recherches de Biochimie Macromoléculaire, CNRS, University of Montpellier, Montpellier 34172, France, the University ITMO, Institute of Bioengineering, 197101 St. Petersburg, Russia
| | - Jobin Varkey
- the Zilkha Neurogenetic Institute, University of Southern California, Los Angeles, California 90033, and Karunya University, Coimbatore, Tamil Nadu 641 114, India
| | - Ralf Langen
- the Zilkha Neurogenetic Institute, University of Southern California, Los Angeles, California 90033, and
| | - Alasdair C Steven
- From the Laboratory of Structural Biology Research, National Institute of Arthritis and Musculoskeletal and Skin Diseases, National Institutes of Health, Bethesda, Maryland 20892,
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80
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Bondarev SA, Zhouravleva GA, Belousov MV, Kajava AV. Structure-based view on [PSI(+)] prion properties. Prion 2015; 9:190-9. [PMID: 26030475 PMCID: PMC4601339 DOI: 10.1080/19336896.2015.1044186] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2015] [Revised: 04/17/2015] [Accepted: 04/17/2015] [Indexed: 10/23/2022] Open
Abstract
Yeast [PSI(+)] prion is one of the most suitable and well characterized system for the investigation of the prion phenomenon. However, until recently, the lack of data on the 3D arrangement of Sup35p prion fibrils hindered progress in this area. The recent arrival in this field of new experimental techniques led to the parallel and in-register superpleated β-structure as a consensus model for Sup35p fibrils. Here, we analyzed the effect of amino acid substitutions of the Sup35 protein through the prism of this structural model. Application of a newly developed computational approach, called ArchCandy, gives us a better understanding of the effect caused by mutations on the fibril forming potential of Sup35 protein. This bioinformatics tool can be used for the design of new mutations with desired modification of prion properties. Thus, we provide examples of how today, having progress toward elucidation of the structural arrangement of Sup35p fibrils, researchers can advance more efficiently to a better understanding of prion [PSI(+)] stability and propagation.
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Key Words
- Asu mutations, antisupressor mutations
- EM, electron microscopy
- NMR, nuclear magnetic resonance
- PNM, [PSI+] no more
- STEM, scanning transmission electron microscopy
- amyloid, prion, protein misfolding, protein structure, Saccharomyces cerevisiae, superpleated β-structure, [PSI+]
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Affiliation(s)
- Stanislav A Bondarev
- Department of Genetics and Biotechnology; St. Petersburg State University; St. Petersburg, Russia
| | - Galina A Zhouravleva
- Department of Genetics and Biotechnology; St. Petersburg State University; St. Petersburg, Russia
| | - Mikhail V Belousov
- Department of Genetics and Biotechnology; St. Petersburg State University; St. Petersburg, Russia
| | - Andrey V Kajava
- Centre de Recherches de Biochimie Macromoléculaire; CNRS; Université Montpellier; Montpellier, Cedex 5, France
- University ITMO; St. Petersburg, Russia
- Institut de Biologie Computationnelle; Montpellier, Cedex 5, France
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81
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Evolutionary link between metazoan RHIM motif and prion-forming domain of fungal heterokaryon incompatibility factor HET-s/HET-s. Sci Rep 2014; 4:7436. [PMID: 25500536 PMCID: PMC4262963 DOI: 10.1038/srep07436] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2014] [Accepted: 11/21/2014] [Indexed: 11/30/2022] Open
Abstract
The Rip homotypic interaction motif (RHIM) is a short, non-globular sequence stretch that mediates a key interaction of mammalian necroptosis signaling. In order to understand its unusual oligomerization properties, we set out to trace the evolutionary origins of the RHIM motif by identifying distantly related protein motifs that might employ the same binding mode. The RHIM motif was found to be related to the prion-forming domain of the HET-s protein, which oligomerizes by forming structurally well-characterized fibrils and is involved in fungal heterokaryon incompatibility. This evolutionary relationship explains the recently reported propensity of mammalian RHIM motifs to form amyloid fibrils, but suggests that these fibrils have a different structural architecture than currently assumed. These findings, together with numerous observations of RHIM-like motifs in immunity proteins from a wide range of species, provide insight to the modern innate immunity pathways in animals, plants and fungi.
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