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使用共聚焦荧光显微镜对木质纤维素底物的酶促水解进行建模I:滤纸纤维素

Modeling enzymatic hydrolysis of lignocellulosic substrates using confocal fluorescence microscopy I: filter paper cellulose.

作者信息

Luterbacher Jeremy S, Moran-Mirabal Jose M, Burkholder Eric W, Walker Larry P

机构信息

Department of Chemical and Biomolecular Engineering, Olin Hall, Cornell University, Ithaca, New York.

出版信息

Biotechnol Bioeng. 2015 Jan;112(1):21-31. doi: 10.1002/bit.25329. Epub 2014 Sep 2.

Abstract

Enzymatic hydrolysis is one of the critical steps in depolymerizing lignocellulosic biomass into fermentable sugars for further upgrading into fuels and/or chemicals. However, many studies still rely on empirical trends to optimize enzymatic reactions. An improved understanding of enzymatic hydrolysis could allow research efforts to follow a rational design guided by an appropriate theoretical framework. In this study, we present a method to image cellulosic substrates with complex three-dimensional structure, such as filter paper, undergoing hydrolysis under conditions relevant to industrial saccharification processes (i.e., temperature of 50°C, using commercial cellulolytic cocktails). Fluorescence intensities resulting from confocal images were used to estimate parameters for a diffusion and reaction model. Furthermore, the observation of a relatively constant bound enzyme fluorescence signal throughout hydrolysis supported our modeling assumption regarding the structure of biomass during hydrolysis. The observed behavior suggests that pore evolution can be modeled as widening of infinitely long slits. The resulting model accurately predicts the concentrations of soluble carbohydrates obtained from independent saccharification experiments conducted in bulk, demonstrating its relevance to biomass conversion work.

摘要

酶促水解是将木质纤维素生物质解聚为可发酵糖以便进一步升级转化为燃料和/或化学品的关键步骤之一。然而,许多研究仍依赖经验趋势来优化酶促反应。对酶促水解有更深入的理解可以使研究工作遵循由适当理论框架指导的合理设计。在本研究中,我们提出了一种对具有复杂三维结构的纤维素底物(如滤纸)进行成像的方法,该底物在与工业糖化过程相关的条件下(即50°C的温度,使用商业纤维素分解酶混合物)进行水解。共聚焦图像产生的荧光强度用于估计扩散和反应模型的参数。此外,在整个水解过程中观察到相对恒定的结合酶荧光信号,支持了我们关于水解过程中生物质结构的建模假设。观察到的行为表明,孔隙演化可以建模为无限长狭缝的加宽。所得模型准确预测了从批量进行的独立糖化实验中获得的可溶性碳水化合物的浓度,证明了其与生物质转化工作的相关性。

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