Department of Biological and Environmental Engineering, Cornell University, Ithaca, New York, 14853.
Biotechnol Bioeng. 2013 Nov;110(11):2836-45. doi: 10.1002/bit.24958. Epub 2013 Jun 4.
At the most fundamental level, saccharification occurs when cell wall degrading enzymes (CWDEs) diffuse, bind to and react on readily accessible cellulose fibrils. Thus, the study of the diffusive behavior of solutes into and out of cellulosic substrates is important for understanding how biomass pore size distribution affects enzyme transport, binding, and catalysis. In this study, fluorescently labeled dextrans with molecular weights of 20, 70, and 150 kDa were used as probes to assess their diffusion into the porous structure of filter paper. Fluorescence microscopy with high numerical aperture objectives was used to generate high temporal and spatial resolution datasets of probe concentrations versus time. In addition, two diffusion models, including a simple transient diffusion and a pore grouping diffusion models, were developed. These models and the experimental datasets were used to investigate solute diffusion in macro- and micro-pores. Nonlinear least squares fitting of the datasets to the simple transient model yielded diffusion coefficient estimates that were inadequate for describing the initial fast diffusion and the later slow diffusion rates observed; on the other hand, nonlinear least squares fitting of the datasets to the pore grouping diffusion model yielded estimations of the micro-pore diffusion coefficient that described the inherently porous structure of plant-derived cellulose. In addition, modeling results show that on average 75% of the accessible pore volume is available for fast diffusion without any significant pore hindrance. The method developed can be applied to study the porous structure of plant-derived biomass and help assess the diffusion process for enzymes with known sizes.
在最基本的层面上,当细胞壁降解酶 (CWDEs) 扩散、结合并在易于接近的纤维素原纤维上反应时,糖化就会发生。因此,研究溶质在纤维素基质中的扩散行为对于理解生物质孔径分布如何影响酶的运输、结合和催化非常重要。在这项研究中,使用分子量为 20、70 和 150 kDa 的荧光标记葡聚糖作为探针,以评估它们在滤纸多孔结构中的扩散情况。使用高数值孔径物镜的荧光显微镜生成探针浓度随时间变化的高时间和空间分辨率数据集。此外,还开发了两种扩散模型,包括简单瞬态扩散和孔群扩散模型。这些模型和实验数据集用于研究大孔和微孔中的溶质扩散。数据集对简单瞬态模型的非线性最小二乘拟合得出的扩散系数估计值不足以描述观察到的初始快速扩散和随后的缓慢扩散速率;另一方面,数据集对孔群扩散模型的非线性最小二乘拟合得出的微孔扩散系数估计值描述了植物来源纤维素的固有多孔结构。此外,建模结果表明,平均 75%的可用孔体积可用于快速扩散,而不会有任何明显的孔阻碍。所开发的方法可用于研究植物来源生物质的多孔结构,并有助于评估已知大小的酶的扩散过程。