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通过两阶段、多模型实验设计方法对重组β-葡萄糖苷酶生产进行统计优化

The Statistical Optimisation of Recombinant β-glucosidase Production through a Two-Stage, Multi-Model, Design of Experiments Approach.

作者信息

Uhoraningoga Albert, Kinsella Gemma K, Frias Jesus M, Henehan Gary T, Ryan Barry J

机构信息

School of Food Science and Environmental Health, College of Sciences and Health, Technological University Dublin, Dublin D07 ADY7, Ireland.

出版信息

Bioengineering (Basel). 2019 Jul 18;6(3):61. doi: 10.3390/bioengineering6030061.

DOI:10.3390/bioengineering6030061
PMID:31323833
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6784099/
Abstract

β-glucosidases are a class of enzyme that are widely distributed in the living world, with examples noted in plants, fungi, animals and bacteria. They offer both hydrolysis and synthesis capacity for a wide range of biotechnological processes. However, the availability of native, or the production of recombinant β-glucosidases, is currently a bottleneck in the widespread industrial application of this enzyme. In this present work, the production of recombinant β-glucosidase from was optimised using a Design of Experiments strategy, comprising a two-stage, multi-model design. Three screening models were comparatively employed: Fractional Factorial, Plackett-Burman and Definitive Screening Design. Four variables (temperature, incubation time, tryptone, and OD) were experimentally identified as having statistically significant effects on the production of recombinant β-glucosidase in BL21 (DE3). The four most influential variables were subsequently used to optimise recombinant β-glucosidase production, employing Central Composite Design under Response Surface Methodology. Optimal levels were identified as: OD, 0.55; temperature, 26 °C; incubation time, 12 h; and tryptone, 15 g/L. This yielded a 2.62-fold increase in recombinant β-glucosidase production, in comparison to the pre-optimised process. Affinity chromatography resulted in homogeneous, purified β-glucosidase that was characterised in terms of pH stability, metal ion compatibility and kinetic rates for -nitrophenyl-β-D-glucopyranoside (NPG) and cellobiose catalysis.

摘要

β-葡萄糖苷酶是一类广泛分布于生物界的酶,在植物、真菌、动物和细菌中均有发现。它们在广泛的生物技术过程中兼具水解和合成能力。然而,天然β-葡萄糖苷酶的可得性或重组β-葡萄糖苷酶的生产,目前是该酶广泛工业应用的一个瓶颈。在本研究中,采用实验设计策略对[具体来源]重组β-葡萄糖苷酶的生产进行了优化,该策略包括两阶段、多模型设计。比较采用了三种筛选模型:分数析因设计、Plackett-Burman设计和确定性筛选设计。通过实验确定了四个变量(温度、培养时间、胰蛋白胨和光密度)对BL21(DE3)中重组β-葡萄糖苷酶的生产具有统计学显著影响。随后,利用响应面法下的中心复合设计,将这四个最具影响力的变量用于优化重组β-葡萄糖苷酶的生产。确定的最佳水平为:光密度0.55;温度26℃;培养时间12小时;胰蛋白胨15 g/L。与优化前的工艺相比,重组β-葡萄糖苷酶的产量提高了2.62倍。亲和层析得到了均一、纯化的β-葡萄糖苷酶,并对其pH稳定性、金属离子兼容性以及对对硝基苯基-β-D-吡喃葡萄糖苷(NPG)和纤维二糖催化的动力学速率进行了表征。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0156/6784099/8a38bd8917fe/bioengineering-06-00061-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0156/6784099/3a8b79f16538/bioengineering-06-00061-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0156/6784099/c3769b176972/bioengineering-06-00061-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0156/6784099/c047020dff44/bioengineering-06-00061-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0156/6784099/994541999c3c/bioengineering-06-00061-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0156/6784099/646b1c67853b/bioengineering-06-00061-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0156/6784099/c9783b3611e2/bioengineering-06-00061-g006a.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0156/6784099/f137a974b7e6/bioengineering-06-00061-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0156/6784099/8a38bd8917fe/bioengineering-06-00061-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0156/6784099/3a8b79f16538/bioengineering-06-00061-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0156/6784099/c3769b176972/bioengineering-06-00061-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0156/6784099/c047020dff44/bioengineering-06-00061-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0156/6784099/994541999c3c/bioengineering-06-00061-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0156/6784099/646b1c67853b/bioengineering-06-00061-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0156/6784099/c9783b3611e2/bioengineering-06-00061-g006a.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0156/6784099/f137a974b7e6/bioengineering-06-00061-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0156/6784099/8a38bd8917fe/bioengineering-06-00061-g008.jpg

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