Mascoma Corporation, 67 Etna Road, Suite 300, Lebanon, NH 03766, USA.
Biotechnol Biofuels. 2010 Mar 23;3:6. doi: 10.1186/1754-6834-3-6.
Different mechanistic models have been used in the literature to describe the enzymatic hydrolysis of pretreated biomass. Although these different models have been applied to different substrates, most of these mechanistic models fit into two- and three-parameter mechanistic models. The purpose of this study is to compare the models and determine the activation energy and the enthalpy of adsorption of Trichoderma reesei enzymes on ammonia fibre explosion (AFEX)-treated wheat straw. Experimental enzymatic hydrolysis data from AFEX-treated wheat straw were modelled with two- and three-parameter mechanistic models from the literature. In order to discriminate between the models, initial rate data at 49 degrees C were subjected to statistical analysis (analysis of variance and scatter plots).
For three-parameter models, the HCH-1 model best fitted the experimental data; for two-parameter models Michaelis-Menten (M-M) best fitted the experimental data. All the three-parameter models fitted the data better than the two-parameter models. The best three models at 49 degrees C (HCH-1, Huang and M-M) were compared using initial rate data at three temperatures (35 degrees , 42 degrees and 49 degrees C). The HCH-1 model provided the best fit based on the F values, the scatter plot and the residual sum of squares. Also, its kinetic parameters were linear in Arrhenius/van't Hoff's plots, unlike the other models. The activation energy (Ea) is 47.6 kJ/mol and the enthalpy change of adsorption (DeltaH) is -118 kJ/mol for T. reesei enzymes on AFEX-treated wheat straw.
Among the two-parameter models, Michaelis-Menten model provided the best fit compared to models proposed by Humphrey and Wald. For the three-parameter models, HCH-1 provided the best fit because the model includes a fractional coverage parameter (varphi) which accounts for the number of reactive sites covered by the enzymes.
不同的力学模型已被用于描述预处理生物量的酶解。虽然这些不同的模型已应用于不同的底物,但大多数力学模型都适用于二参数和三参数力学模型。本研究的目的是比较这些模型,并确定里氏木霉酶在氨纤维爆炸(AFEX)处理的小麦秸秆上的吸附活化能和吸附焓。用文献中的二参数和三参数力学模型对 AFEX 处理的小麦秸秆的实验酶解数据进行建模。为了区分模型,在 49°C 下对初始速率数据进行了统计分析(方差分析和散点图)。
对于三参数模型,HCH-1 模型最能拟合实验数据;对于二参数模型,米氏-门捷列夫(M-M)模型最能拟合实验数据。所有三参数模型都比二参数模型更能拟合数据。在 49°C 下,最好的三个模型(HCH-1、Huang 和 M-M)在三个温度(35°C、42°C 和 49°C)下使用初始速率数据进行了比较。基于 F 值、散点图和残差平方和,HCH-1 模型提供了最佳拟合。此外,其动力学参数在阿仑尼乌斯/范特霍夫图中呈线性,而其他模型则不然。T. reesei 酶在 AFEX 处理的小麦秸秆上的活化能(Ea)为 47.6kJ/mol,吸附焓变(DeltaH)为-118kJ/mol。
在二参数模型中,米氏-门捷列夫模型比 Humphrey 和 Wald 提出的模型拟合得更好。对于三参数模型,HCH-1 提供了最佳拟合,因为该模型包括一个分数覆盖率参数(varphi),该参数考虑了被酶覆盖的反应位点数。