Siani Paulo, Motta Stefano, Ferraro Lorenzo, Dohn Asmus O, Di Valentin Cristiana
Dipartimento di Scienza dei Materiali, Università di Milano Bicocca, Via Cozzi 55, 20125 Milano, Italy.
Dipartimento di Scienze dell'Ambiente e della Terra, Università di Milano Bicocca, Piazza della Scienza 1, 20126 Milano, Italy.
J Chem Theory Comput. 2020 Oct 13;16(10):6560-6574. doi: 10.1021/acs.jctc.0c00483. Epub 2020 Sep 17.
Nanoparticle functionalization is a modern strategy in nanotechnology to build up devices for several applications. Modeling fully decorated metal oxide nanoparticles of realistic size (few nanometers) in an aqueous environment is a challenging task. In this work, we present a case study relevant for solar-light exploitation and for biomedical applications, i.e., a dopamine-functionalized TiO nanoparticle (1700 atoms) in bulk water, for which we have performed an extensive comparative investigation with both MM and QM/MM approaches of the structural properties and of the conformational dynamics. We have used a combined multiscale protocol for a more efficient exploration of the complex conformational space. On the basis of the results of this study and of some QM and experimental data, we have defined strengths and limitations of the existing force field parameters. Our findings will be useful for an improved modeling and simulation of many other similar hybrid bioinorganic nanosystems in an aqueous environment that are pivotal in a broad range of nanotechnological applications.
纳米粒子功能化是纳米技术中的一种现代策略,用于构建多种应用的器件。在水环境中对实际尺寸(几纳米)的完全修饰的金属氧化物纳米粒子进行建模是一项具有挑战性的任务。在这项工作中,我们展示了一个与太阳能利用和生物医学应用相关的案例研究,即本体水中的多巴胺功能化TiO纳米粒子(1700个原子),我们使用MM和QM/MM方法对其结构性质和构象动力学进行了广泛的比较研究。我们使用了一种组合多尺度协议,以更有效地探索复杂的构象空间。基于本研究的结果以及一些QM和实验数据,我们定义了现有力场参数的优点和局限性。我们的发现将有助于在水环境中对许多其他类似的混合生物无机纳米系统进行改进的建模和模拟,这些系统在广泛的纳米技术应用中至关重要。