Georgia Tech Research Institute, Atlanta, Georgia 30332, United States.
School of Physics, Georgia Institute of Technology, Atlanta, Georgia 30332, United States.
J Phys Chem B. 2022 Oct 13;126(40):8021-8029. doi: 10.1021/acs.jpcb.2c05260. Epub 2022 Sep 28.
The design of new biotechnology depends on the prediction and measurement of the electrical properties of biomolecules. The dielectric permittivity, in particular, is highly important for the design of microwave systems for diagnostics, yet this property is rarely explicitly targeted during the development of biomolecular force fields for molecular dynamics (MD) simulations. In order to explore the ability of existing force fields to reproduce the frequency-dependent permittivity, we carried out MD simulations of various aqueous solutions, including pure water, isopropyl alcohol, alanine, and the protein ubiquitin. The TIP3P, TIP4P, TIP4P/ε, and SWM4-NDP water models were used along with the CHARMM36m and Drude protein force fields. An experimental setup using a truncated coaxial line was created to measure the permittivity of the same solutions to check for measure-model agreement. We found that one of the nonpolarizable force fields (TIP4P/ε + CHARMM36m) and the polarizable force fields (SWM4-NDP + Drude) closely agree with experimental results. This demonstrates the strength of the tuned TIP4P/ε water model, as well as the physical validity of polarizable force fields in capturing dielectric permittivity. This represents an important step toward the predictive design of biosensors.
新生物技术的设计取决于对生物分子电性能的预测和测量。介电常数对于用于诊断的微波系统的设计尤为重要,但在为分子动力学 (MD) 模拟开发生物分子力场时,很少明确针对该性质进行设计。为了探索现有力场再现频率相关介电常数的能力,我们对各种水溶液(包括纯水、异丙醇、丙氨酸和蛋白质泛素)进行了 MD 模拟。使用了 TIP3P、TIP4P、TIP4P/ε 和 SWM4-NDP 水模型,以及 CHARMM36m 和 Drude 蛋白质力场。创建了一个使用截断同轴线的实验设置来测量相同溶液的介电常数,以检查测量-模型一致性。我们发现,非极化力场之一(TIP4P/ε + CHARMM36m)和极化力场(SWM4-NDP + Drude)与实验结果非常吻合。这证明了经调整的 TIP4P/ε 水模型的强大功能,以及极化力场在捕获介电常数方面的物理有效性。这是朝着生物传感器的预测设计迈出的重要一步。