Department of Civil and Environmental Engineering, Hong Kong Polytechnic University, Hung Hom, Hong Kong.
Research Institute for Sustainable Urban Development (RISUD), The Hong Kong Polytechnic University, Hung Hom, Hong Kong.
Biotechnol Bioeng. 2021 Oct;118(10):4065-4075. doi: 10.1002/bit.27883. Epub 2021 Jul 19.
Enzymatic hydrolysis is a rate-limiting process in lignocellulose biorefinery. The reaction involves complex enzyme-substrate and enzyme-lignin interactions in both liquid and solid phases, and has not been well characterized numerically. In this study, a kinetic model was developed to incorporate dynamic enzyme adsorption and product inhibition parameters into hydrolysis simulation. The enzyme adsorption coefficients obtained from Langmuir isotherm were fed dynamically into first-order kinetics for simulating the equilibrium enzyme adsorption in hydrolysis. A fractal and product inhibition kinetics was introduced and successfully applied to improve the simulation accuracy on adsorbed enzyme and glucose concentrations at different enzyme loadings, lignin contents, and in the presence of bovine serum albumin (BSA) and lysozyme. The model provided numerical proof quantifying the beneficial effects of both additives, which improved the hydrolysis rate by reducing the nonproductive adsorption of enzyme on lignin. The hydrolysis rate coefficient and fractal exponent both increased with increasing enzyme loadings, and lignin inhibition exhibited with increasing fractal exponent. Compared with BSA, the addition of lysozyme exhibited higher hydrolysis rates, which was reflected in the larger hydrolysis rate coefficients and smaller fractal exponents in the simulation. The model provides new insights to support process development, control, and optimization.
酶解是木质纤维素生物炼制中的限速过程。该反应涉及在液相和固相中复杂的酶-底物和酶-木质素相互作用,并且尚未得到很好的数值描述。在这项研究中,开发了一个动力学模型,将动态酶吸附和产物抑制参数纳入水解模拟中。从 Langmuir 等温线获得的酶吸附系数被动态地输入到一级动力学中,以模拟水解过程中平衡酶吸附。引入了分形和产物抑制动力学,并成功地应用于提高在不同酶负荷、木质素含量以及在牛血清白蛋白 (BSA) 和溶菌酶存在下吸附酶和葡萄糖浓度的模拟准确性。该模型提供了定量证明,证明了这两种添加剂都具有有益的效果,通过减少酶对木质素的非生产性吸附来提高水解速率。水解速率系数和分形指数都随酶负荷的增加而增加,并且木质素抑制表现为分形指数的增加。与 BSA 相比,溶菌酶的添加表现出更高的水解速率,这反映在模拟中水解速率系数更大,分形指数更小。该模型提供了新的见解,以支持工艺开发、控制和优化。