Updated on 2024/04/09

写真a

 
Miyazaki Yusuke
 
Organization
Research Institute for Interdisciplinary Science Special-Appointment Assistant Professor
Position
Special-Appointment Assistant Professor
External link

Degree

  • Doctor of Philosophy in Engineering ( Nagoya University )

Research Interests

  • Molecular Simulation

  • Computational Chemistry

Research Areas

  • Natural Science / Biophysics, chemical physics and soft matter physics

Education

  • Nagoya University   大学院工学研究科  

    - 2020.3

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Research History

 

Papers

  • Understanding the effects of ethanol on the liposome bilayer structure using microfluidic-based time-resolved small-angle X-ray scattering and molecular dynamics simulations Reviewed

    Masatoshi Maeki, Niko Kimura, Yuto Okada, Kazuki Shimizu, Kana Shibata, Yusuke Miyazaki, Akihiko Ishida, Kento Yonezawa, Nobutaka Shimizu, Wataru Shinoda, Manabu Tokeshi

    Nanoscale Advances   2024.3

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:Royal Society of Chemistry (RSC)  

    We investigated ethanol-induced structural changes in liposomes on a time scale from microseconds to tens of seconds using a microfluidic-based small-angle X-ray scattering (SAXS) measurement system coupled with molecular dynamics (MD) simulations.

    DOI: 10.1039/d3na01073b

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  • Light-controllable cell-membrane disturbance for intracellular delivery Reviewed

    Wenting Huo, Koji Miki, Huiying Mu, Takashi Osawa, Harumi Yamaguma, Yuuya Kasahara, Satoshi Obika, Yoshimasa Kawaguchi, Hisaaki Hirose, Shiroh Futaki, Yusuke Miyazaki, Wataru Shinoda, Shuji Akai, Kouichi Ohe

    Journal of Materials Chemistry B   2024.3

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:Royal Society of Chemistry (RSC)  

    A light-controllable delivery method based on the tetraphenylethene derivative was developed to improve the intracellular delivery of charged molecules. It does not require chemical modification of drugs and is applicable to a variety of cell lines.

    DOI: 10.1039/d3tb02956e

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  • pSPICA Force Field Extended for Proteins and Peptides Reviewed

    Yusuke Miyazaki, Wataru Shinoda

    Journal of Chemical Information and Modeling   64 ( 2 )   532 - 542   2023.12

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:American Chemical Society (ACS)  

    DOI: 10.1021/acs.jcim.3c01611

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  • Improved Protein Model in SPICA Force Field Reviewed

    Teppei Yamada, Yusuke Miyazaki, Shogo Harada, Ashutosh Kumar, Stefano Vanni, Wataru Shinoda

    Journal of Chemical Theory and Computation   19 ( 23 )   8967 - 8977   2023.11

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:American Chemical Society (ACS)  

    DOI: 10.1021/acs.jctc.3c01016

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  • HER-2-targeted Boron Neutron Capture Therapy with Carborane-integrated Immunoliposomes Prepared via an Exchanging Reaction. Reviewed International journal

    Riku Kawasaki, Ayano Oshige, Keita Yamana, Hidetoshi Hirano, Kotaro Nishimura, Yamato Miura, Ryuji Yorioka, Yu Sanada, Kaori Bando, Anri Tabata, Kazuma Yasuhara, Yusuke Miyazaki, Wataru Shinoda, Tomoki Nishimura, Hideki Azuma, Takushi Takata, Yoshinori Sakurai, Hiroki Tanaka, Minoru Suzuki, Takeshi Nagasaki, Atsushi Ikeda

    Chemistry–A European Journal   e202302486   2023.10

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    Language:English   Publishing type:Research paper (scientific journal)  

    Boron neutron capture therapy (BNCT) is a promising modality for cancer treatment because of its minimal invasiveness. To maximize the therapeutic benefits of BNCT, the development of efficient platforms for the delivery of boron agents is indispensable. Here, we prepared carborane-integrated immunoliposomes via an exchanging reaction to achieve HER-2-targeted BNCT. The conjugation of an anti-HER-2 antibody to carborane-integrated liposomes successfully endowed these liposome with targeting properties toward HER-2-overexpressing human ovarian cancer cells (SK-OV3); the resulting BNCT activity toward SK-OV3 cells obtained using the current immunoliposomal system was 14-fold that of the l-BPA/fructose complex, which is a clinically available boron agent. Moreover, the growth of spheroids treated with our system followed by thermal neutron irradiation was significantly suppressed compared with treatment with the l-BPA/fructose complex.

    DOI: 10.1002/chem.202302486

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  • Mutation detection of urinary cell-free DNA via catch-and-release isolation on nanowires for liquid biopsy Reviewed

    Hiromi Takahashi, Takao Yasui, Masaki Hirano, Keiko Shinjo, Yusuke Miyazaki, Wataru Shinoda, Takeshi Hasegawa, Atsushi Natsume, Yotaro Kitano, Mikiko Ida, Min Zhang, Taisuke Shimada, Piyawan Paisrisarn, Zetao Zhu, Fumiharu Ohka, Kosuke Aoki, Sakon Rahong, Kazuki Nagashima, Takeshi Yanagida, Yoshinobu Baba

    Biosensors and Bioelectronics   234   115318   2023.8

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    Publishing type:Research paper (scientific journal)   Publisher:Elsevier BV  

    DOI: 10.1016/j.bios.2023.115318

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  • Complex Energy Landscapes of Self-Assembled Vesicles Reviewed International journal

    Jiabin Luan, Danni Wang, Shaohua Zhang, Yusuke Miyazaki, Wataru Shinoda, Daniela A. Wilson

    Journal of the American Chemical Society   145 ( 28 )   15496 - 15506   2023.7

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:American Chemical Society (ACS)  

    The field of supramolecular chemistry has witnessed tremendous progress in bringing the system away from equilibrium for traditionally inaccessible structures and functions. Vesicular assemblies with complex energy landscapes and pathways, which are reminiscent of diverse cellular vesicles like exosomes, remain exceedingly rare. Here, relying on the activation of oligo(ethylene glycol) (OEG) interdigitation and the encoded conformational freedom in monodisperse Janus dendrimers, we reveal a rich landscape and a pathway selection of distinct vesicles. The interdigitation can be selectively switched on and off using temperature ramps, and the critical temperatures can be further determined by molecular design. Our findings suggest that synthetic vesicles, with different energy states and unexpected transition pathways, emulate dynamic cellular vesicles in nature. We anticipate that vesicles with an activated OEG corona conformation will open new routes for nanomedicine and advanced materials.

    DOI: 10.1021/jacs.3c04285

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  • Self-Assembly of Glycerol-Amphiphilic Janus Dendrimers Amplifies and Indicates Principles for the Selection of Stereochemistry by Biological Membranes Reviewed

    Dapeng Zhang, Qi Xiao, Mehrnoush Rahimzadeh, Matthew Liu, Cesar Rodriguez-Emmenegger, Yusuke Miyazaki, Wataru Shinoda, Virgil Percec

    Journal of the American Chemical Society   145 ( 7 )   4311 - 4323   2023.2

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    Publishing type:Research paper (scientific journal)   Publisher:American Chemical Society (ACS)  

    DOI: 10.1021/jacs.3c00389

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  • Cooperative antimicrobial action of melittin on lipid membranes: A coarse-grained molecular dynamics study Reviewed

    Yusuke Miyazaki, Wataru Shinoda

    Biochimica et Biophysica Acta - Biomembranes   1864 ( 9 )   183955   2022.9

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    Publishing type:Research paper (scientific journal)  

    We conducted a series of coarse-grained molecular dynamics (CG-MD) simulations to investigate the complicated actions of melittin, which is an antimicrobial peptide (AMP) derived from honey bee venom, on a lipid membrane. To accurately simulate the AMP action, we developed and used a protein CG model as an extension of the pSPICA force field (FF), which was designed to reproduce several thermodynamic quantities and structural properties. At a low peptide-to-lipid (P/L) ratio (1/102), no defect was detected. At P/L = 1/51, toroidal pore formation was observed due to collective insertion of multiple melittin peptides from the N-termini. The pore formation was initiated by a local increase in membrane curvature in the vicinity of the peptide aggregate. At a higher P/L ratio (1/26), two more modes were detected, seemingly not controlled by the P/L ratio but by a local arrangement of melittin peptides: 1. Pore formation accompanied by lipid extraction by melittin peptides:a detergent-like mechanism. 2. A rapidly formed large pore in a significantly curved membrane: bursting. Thus, we observed three pore formation modes (toroidal pore formation, lipid extraction, and bursting) depending on the peptide concentration and local arrangement. These observations were consistent with experimental observations and hypothesized melittin modes. Through this study, we found that the local arrangements and population of melittin peptides and the area expansion rate by membrane deformation were key to the initiation of and competition among the multiple pore formation mechanisms.

    DOI: 10.1016/j.bbamem.2022.183955

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  • SPICA Force Field for Proteins and Peptides Reviewed

    Shuhei Kawamoto, Huihui Liu, Yusuke Miyazaki, Sangjae Seo, Mayank Dixit, Russell DeVane, Christopher MacDermaid, Giacomo Fiorin, Michael L. Klein, Wataru Shinoda

    Journal of Chemical Theory and Computation   18 ( 5 )   3204 - 3217   2022.4

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    Publishing type:Research paper (scientific journal)   Publisher:American Chemical Society (ACS)  

    DOI: 10.1021/acs.jctc.1c01207

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  • pSPICA: A Coarse-Grained Force Field for Lipid Membranes Based on a Polar Water Model Reviewed

    Yusuke Miyazaki, Susumu Okazaki, Wataru Shinoda

    Journal of Chemical Theory and Computation   16 ( 1 )   782 - 793   2020.1

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    Publishing type:Research paper (scientific journal)  

    We present a coarse-grained (CG) force field (FF), pSPICA, for lipid membranes that incorporates a CG polar water model, which guarantees a reasonable dielectric response for water. Using a relatively simple functional form for the interaction, the CG parameters were systematically optimized to reproduce surface/interfacial tension, density, solvation or transfer free energy, as well as distribution functions obtained from all-atom molecular dynamics trajectory generated with the CHARMM FF, following the scheme used in the SPICA FF. Lipid membranes simulated using the present CG FF demonstrate reasonable membrane area and thickness, elasticity, and line tension, which ensure that the simulated lipid membranes exhibit proper mesoscopic morphology. The major advantages of the pSPICA FF with a polar water model were its ability to simulate membrane electroporation and its superior performance in the morphological characterization of charged lipid aggregates. We also demonstrated that the pSPICA can better describe the membrane permeation of hydrophilic segments involving a water string formation.

    DOI: 10.1021/acs.jctc.9b00946

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  • Large-scale molecular dynamics simulation of perfluorosulfonic acid membranes: Remapping coarse-grained to all-atomistic simulations Reviewed

    An Tsung Kuo, Yusuke Miyazaki, Changwoon Jang, Tatsuya Miyajima, Shingo Urata, Steven O. Nielsen, Susumu Okazaki, Wataru Shinoda

    Polymer   181   121766   2019.10

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    Publishing type:Research paper (scientific journal)  

    We combined two reverse mapping methods, a predetermined fragment database and fragment rotation, to generate atomistic configurations from coarse-grained structures. The combined method together with molecular dynamics simulations was applied to simulate perfluorosulfonic acid (PFSA) membranes with large length scales and to explore the origin of fracture under a uniaxial tensile loading. Through the analysis of voids in the deformed membrane, we found that void growth with tensile loading takes place at the boundary of the hydrophobic and hydrophilic regions, which may be the origin of the fracture in the PFSA membrane. This study demonstrates an efficient reverse mapping method, which is useful for simulating proton exchange membranes with realistic chain lengths.

    DOI: 10.1016/j.polymer.2019.121766

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  • Average Conformation of Branched Chain Lipid PGP-Me That Accounts for the Thermal Stability and High-Salinity Resistance of Archaeal Membranes Reviewed

    Masaki Yamagami, Hiroshi Tsuchikawa, Jin Cui, Yuichi Umegawa, Yusuke Miyazaki, Sangjae Seo, Wataru Shinoda, Michio Murata

    Biochemistry   58 ( 37 )   3869 - 3879   2019.9

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    Publishing type:Research paper (scientific journal)  

    The average conformation of the methyl-branched chains of archaeal lipid phosphatidyl glycerophosphate methyl ester (PGP-Me) was examined in a hydrated bilayer membrane based on the 2H nuclear magnetic resonance (NMR) of enantioselectively 2H-labeled compounds that were totally synthesized for the first time in this study. The NMR results in combination with molecular dynamics simulations revealed that the PGP-Me chain appeared to exhibit behavior different from that of typical membrane lipids such as dimyristoylphosphatidylcholine (DMPC). The C-C bonds of the PGP-Me chain adopt alternative parallel and tilted orientations to the membrane normal as opposed to a DMPC chain where all of the C-C bonds tilt in the same way on average. This characteristic orientation causes the intertwining of PGP-Me chains, which plays an important role in the excellent thermal and high-salinity stabilities of archaeal lipid bilayers and membrane proteins.

    DOI: 10.1021/acs.biochem.9b00469

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  • Free energy analysis of membrane pore formation process in the presence of multiple melittin peptides Reviewed

    Yusuke Miyazaki, Susumu Okazaki, Wataru Shinoda

    Biochimica et Biophysica Acta - Biomembranes   1861 ( 7 )   1409 - 1419   2019.7

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    Understanding the molecular mechanism underlying pore formation in lipid membranes by antimicrobial peptides is of great importance in biological sciences as well as in drug design applications. Melittin has been widely studied as a pore forming peptide, though the molecular mechanism for pore formation is still illusive. We examined the free energy barrier for the creation of a pore in lipid membranes with and without multiple melittin peptides. It was found that six melittin peptides significantly stabilized a pore, though a small barrier (a few kBT) for the formation still existed. With five melittin peptides or fewer, the pore formation barrier was much higher, though the established pore was in a local energy minimum. Although seven melittins effectively reduced the free energy barrier, a single melittin peptide left the pore after a long time MD simulation probably because of the overcrowded environment around the bilayer pore. Thus, it is highly selective for the number of melittin peptides to stabilize the membrane pore, as was also suggested by the line tension evaluations. The free energy cost required to insert a single melittin into the membrane is too high to explain the one-by-one insertion mechanism for pore formation, which also supports the collective melittin mechanism for pore formation.

    DOI: 10.1016/j.bbamem.2019.03.002

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  • Recovering hidden dynamical modes from the generalized Langevin equation Reviewed

    Shinnosuke Kawai, Yusuke Miyazaki

    Journal of Chemical Physics   145 ( 9 )   094102   2016.9

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    Publishing type:Research paper (scientific journal)  

    In studying large molecular systems, insights can better be extracted by selecting a limited number of physical quantities for analysis rather than treating every atomic coordinate in detail. Some information may, however, be lost by projecting the total system onto a small number of coordinates. For such problems, the generalized Langevin equation (GLE) is shown to provide a useful framework to examine the interaction between the observed variables and their environment. Starting with the GLE obtained from the time series of the observed quantity, we perform a transformation to introduce a set of variables that describe dynamical modes existing in the environment. The introduced variables are shown to effectively recover the essential information of the total system that appeared to be lost by the projection.

    DOI: 10.1063/1.4962065

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MISC

  • 分子動力学法を用いた抗菌ペプチドによる膜細孔形成過程の研究 Reviewed

    宮崎 裕介

    アンサンブル   24 ( 1 )   2022.1

Presentations

  • Coarse-grained molecular dynamics study on lipid nanoparticles

    Yusuke Miyazaki

    The 6th International Conference on Molecular Simulation  2023.10.7 

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    Event date: 2023.10.6 - 2023.10.9

    Language:English   Presentation type:Poster presentation  

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  • Coarse-grained molecular dynamics simulations of antimicrobial peptides on lipid membranes

    Yusuke Miyazaki

    CECAM workshop "Macromolecular complexes: from ab initio and integrative modelling to functional dynamics"  2023.9.8 

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    Event date: 2023.9.5 - 2023.9.8

    Language:English   Presentation type:Oral presentation (general)  

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  • Coarse-Grained Molecular Dynamics Study of the Action of Antimicrobial Peptides on Lipid Membranes Invited

    Yusuke Miyazaki

    The 9th International Discussion Meeting on Relaxations in Complex Systems  2023.8.17 

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    Event date: 2023.8.12 - 2023.8.18

    Language:English   Presentation type:Oral presentation (invited, special)  

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Research Projects

  • 安全な抗菌ペプチドのin silico分子設計へ資する分子動力学法と機械学習による研究

    Grant number:24K18085  2024.04 - 2026.03

    日本学術振興会  科学研究費助成事業  若手研究

    宮崎 裕介

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    Authorship:Principal investigator 

    Grant amount:\2470000 ( Direct expense: \1900000 、 Indirect expense:\570000 )

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  • Molecular Dynamics of Intracellular Transport of Lipid Nanoparticles: Molecular mechanism of endosomal escape of nucleic acids

    Grant number:21H01880  2021.04 - 2025.03

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (B)

    篠田 渉, 浦野 諒, 宮崎 裕介

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    Authorship:Coinvestigator(s) 

    Grant amount:\17420000 ( Direct expense: \13400000 、 Indirect expense:\4020000 )

    脂質ナノ粒子(LNP)はカチオン性脂質を含む複数の脂質分子とコレステロールが核酸分子と作るコンプレックス構造を持つナノ粒子であり、核酸デリバリーのキャリアとして使用されている。カチオン性脂質はpKa~6.4程度に設計され、LNPがエンドサイトーシスによって取り込まれた後、エンドソーム内のpH低下に伴いそのイオン化状態を変える。これによりエンドソーム膜とLNPの相互作用が変化して、核酸分子をエンドソーム外、すなわち細胞質に放出する過程をエンドソーム脱出とよび、この分子機構を分子シミュレーションによって調べる。
    これまでに1,2-dilinoleyloxy-3-dimethylaminopropane (MC3)をpH応答性脂質として採用したLNPを構築し分子動力学(MD)計算を行い、その基本構造を解析した。LNPの最外膜は二重層膜構造を持つが完全に閉じた膜ではなく、LNPは球対称構造を持たず異方性を示した。エンドソーム膜をモデリングし、LNPとエンドソーム膜の間の膜融合過程を調べた。pH~5の条件でカチオン性脂質とエンドソーム内のアニオン性脂質が相互作用し、LNPとエンドソーム膜に引力が働くことを確認した。融合中間体であるストーク構造の自発形成には長時間が必要なため、接触面の脱水和を人工的に誘起させてストーク構造を生成し、その後の構造緩和を観測した。12マイクロ秒経過後、融合ポア形成が起こり、LNP内部と細胞質側の水溶液部分がつながった。これによりLNP内部のpHが細胞質と同じ中性となり、pH応答性脂質のイオン化状態を考慮すると、融合プロセスが大きく加速され一気に内包の核酸が細胞質側に放出されることがわかった。一方、このプロセスで細胞質側に放出されない核酸も存在し、また、LNPの最初のエンドソーム膜との接触面に依存して融合ポア生成が起こるレートが大きく異なることも分かってきた。

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