School of Physics, University College Dublin, Belfield, Dublin 4, Ireland.
J Phys Chem B. 2022 Feb 17;126(6):1301-1314. doi: 10.1021/acs.jpcb.1c09525. Epub 2022 Feb 8.
Understanding the specifics of interaction between the protein and nanomaterial is crucial for designing efficient, safe, and selective nanoplatforms, such as biosensor or nanocarrier systems. Routing experimental screening for the most suitable complementary pair of biomolecule and nanomaterial used in such nanoplatforms might be a resource-intensive task. While a range of computational tools are available for prescreening libraries of proteins for their interactions with small molecular ligands, choices for high-throughput screening of protein libraries for binding affinities to new and existing nanomaterials are very limited. In the current work, we present the results of the systematic computational study of interaction of various biomolecules with pristine zero-valent noble metal nanoparticles, namely, AgNPs, by using the multiscale approach. A set of blood plasma and dietary proteins for which the interaction with AgNPs was described experimentally were examined computationally to evaluate the performance of the method. A set of interfacial descriptors (log , adsorption affinities, and adsorption affinity ranking), which can characterize the relative hydrophobicity/hydrophilicity/lipophilicity of the nanosized silver and its ability to form bio(eco)corona, was evaluated for future use in nano-QSAR/QSPR studies.
了解蛋白质和纳米材料之间相互作用的细节对于设计高效、安全和选择性的纳米平台(如生物传感器或纳米载体系统)至关重要。针对此类纳米平台中使用的最适合的生物分子和纳米材料互补对进行实验筛选可能是一项资源密集型任务。虽然有一系列计算工具可用于预先筛选与小分子配体相互作用的蛋白质文库,但用于高通量筛选蛋白质文库与新的和现有的纳米材料结合亲和力的选择非常有限。在目前的工作中,我们通过使用多尺度方法,展示了对各种生物分子与原始零价贵金属纳米颗粒(即 AgNPs)相互作用进行系统计算研究的结果。一组与 AgNPs 相互作用已通过实验描述的血浆和膳食蛋白被计算检验,以评估该方法的性能。一组界面描述符(log 、吸附亲和力和吸附亲和力排序)被评估,这些描述符可以表征纳米银的相对疏水性/亲水性/亲脂性及其形成生物(生态)电晕的能力,以便未来用于纳米 QSAR/QSPR 研究。