Department of Chemical and Biological Engineering, Princeton University, Princeton, New Jersey 08544, United States.
Department of Civil and Environmental Engineering and High Meadows Environmental Institute, Princeton University, Princeton, New Jersey 08544, United States.
J Phys Chem B. 2023 Mar 2;127(8):1828-1841. doi: 10.1021/acs.jpcb.2c07129. Epub 2023 Feb 15.
Biofilms are the predominant mode of microbial life on Earth, and so a deep understanding of microbial communities─and their impacts on environmental processes─requires a firm understanding of biofilm properties. Because of the importance of biofilms to their microbial inhabitants, microbes have evolved different ways of engineering and reconfiguring the matrix of extracellular polymeric substances (EPS) that constitute the main non-living component of biofilms. This ability makes it difficult to distinguish between the biotic and abiotic origins of biofilm properties. An important route toward establishing this distinction has been the study of simplified models of the EPS matrix. This study builds on such efforts by using atomistic simulations to predict the nanoscale (≤10 nm scale) structure of a model EPS matrix and the sensitivity of this structure to interpolymer interactions and water content. To accomplish this, we use replica exchange molecular dynamics (REMD) simulations to generate all-atom configurations of ten 3.4 kDa alginate polymers at a range of water contents and Ca-Na ratios. Simulated systems are solvated with explicitly modeled water molecules, which allows us to capture the discrete structure of the hydrating water and to examine the thermodynamic stability of water in the gels as they are progressively dehydrated. Our primary findings are that (i) the structure of the hydrogels is highly sensitive to the identity of the charge-compensating cations, (ii) the thermodynamics of water within the gels (specific enthalpy and free energy) are, surprisingly, only weakly sensitive to cation identity, and (iii) predictions of the differential enthalpy and free energy of hydration include a short-ranged enthalpic term that promotes hydration and a longer-ranged (presumably entropic) term that promotes dehydration, where short and long ranges refer to distances shorter or longer than ∼0.6 nm between alginate strands.
生物膜是地球上微生物主要的生存方式,因此,要深入了解微生物群落及其对环境过程的影响,就必须深入了解生物膜的特性。由于生物膜对其微生物栖息者的重要性,微生物已经进化出不同的方法来设计和重组构成生物膜主要非活性成分的细胞外聚合物质(EPS)基质。这种能力使得难以区分生物膜特性的生物和非生物起源。建立这种区别的一个重要途径是研究 EPS 基质的简化模型。本研究通过使用原子模拟来预测模型 EPS 基质的纳米级(≤10nm 尺度)结构及其对共聚体相互作用和含水量的敏感性,从而建立在这些努力的基础上。为了实现这一目标,我们使用复制交换分子动力学(REMD)模拟在一系列含水量和 Ca-Na 比下生成十个 3.4kDa 海藻酸盐聚合物的全原子构型。模拟系统用显式建模的水分子进行溶剂化,这使我们能够捕捉水合水的离散结构,并检查凝胶中水在逐渐脱水时的热力学稳定性。我们的主要发现是:(i)水凝胶的结构对电荷补偿阳离子的身份高度敏感;(ii)凝胶中水分子的热力学性质(比焓和自由能)对阳离子身份的敏感性较弱;(iii)水合的差热和自由能预测包括一个促进水合的短程焓项和一个促进脱水的长程(可能是熵)项,其中短程和长程是指在藻酸盐链之间距离较短或较长的距离。