Chen Chun-Teh, Martin-Martinez Francisco J, Jung Gang Seob, Buehler Markus J
Laboratory for Atomistic and Molecular Mechanics (LAMM) , Department of Civil and Environmental Engineering , Massachusetts Institute of Technology , 77 Massachusetts Ave. , Cambridge , Massachusetts 02139 , USA . Email:
Chem Sci. 2017 Feb 1;8(2):1631-1641. doi: 10.1039/c6sc04692d. Epub 2016 Nov 2.
A set of computational methods that contains a brute-force algorithmic generation of chemical isomers, molecular dynamics (MD) simulations, and density functional theory (DFT) calculations is reported and applied to investigate nearly 3000 probable molecular structures of polydopamine (PDA) and eumelanin. All probable early-polymerized 5,6-dihydroxyindole (DHI) oligomers, ranging from dimers to tetramers, have been systematically analyzed to find the most stable geometry connections as well as to propose a set of molecular models that represents the chemically diverse nature of PDA and eumelanin. Our results indicate that more planar oligomers have a tendency to be more stable. This finding is in good agreement with recent experimental observations, which suggested that PDA and eumelanin are composed of nearly planar oligomers that appear to be stacked together π-π interactions to form graphite-like layered aggregates. We also show that there is a group of tetramers notably more stable than the others, implying that even though there is an inherent chemical diversity in PDA and eumelanin, the molecular structures of the majority of the species are quite repetitive. Our results also suggest that larger oligomers are less likely to form. This observation is also consistent with experimental measurements, supporting the existence of small oligomers instead of large polymers as main components of PDA and eumelanin. In summary, this work brings an insight into the controversial structure of PDA and eumelanin, explaining some of the most important structural features, and providing a set of molecular models for more accurate modeling of eumelanin-like materials.
报道了一组计算方法,其中包括化学异构体的暴力算法生成、分子动力学(MD)模拟和密度泛函理论(DFT)计算,并将其应用于研究近3000种聚多巴胺(PDA)和真黑素的可能分子结构。系统分析了所有可能的早期聚合5,6-二羟基吲哚(DHI)低聚物,从二聚体到四聚体,以找到最稳定的几何连接,并提出一组代表PDA和真黑素化学多样性本质的分子模型。我们的结果表明,更多平面的低聚物往往更稳定。这一发现与最近的实验观察结果高度一致,后者表明PDA和真黑素由近乎平面的低聚物组成,这些低聚物似乎通过π-π相互作用堆叠在一起,形成类似石墨层状聚集体。我们还表明,有一组四聚体明显比其他四聚体更稳定,这意味着尽管PDA和真黑素存在固有的化学多样性,但大多数物种的分子结构相当重复。我们的结果还表明,较大的低聚物形成的可能性较小。这一观察结果也与实验测量结果一致,支持了小低聚物而非大聚合物作为PDA和真黑素主要成分的存在。总之,这项工作深入了解了PDA和真黑素存在争议的结构,解释了一些最重要的结构特征,并为更准确地模拟类真黑素材料提供了一组分子模型。