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使用傅里叶变换红外衰减全反射光谱法和多变量分析筛选真菌β-呋喃果糖苷酶的随机诱变文库。

Screening a random mutagenesis library of a fungal β-fructofuranosidase using FT-MIR ATR spectroscopy and multivariate analysis.

作者信息

Trollope K M, Nieuwoudt H H, Görgens J F, Volschenk H

机构信息

Department of Microbiology, Stellenbosch University, Private Bag X1, Stellenbosch, 7602, South Africa.

出版信息

Appl Microbiol Biotechnol. 2014 May;98(9):4063-73. doi: 10.1007/s00253-013-5419-3. Epub 2013 Dec 10.

Abstract

Short-chain fructooligosaccharides (scFOS) are valuable health-promoting food additives. During the batch production of scFOS from sucrose the β-fructofuranosidase catalyst is subject to product inhibition by glucose. Engineering the enzyme for reduced sensitivity to glucose could improve product yields or process productivity while preserving the simple industrial batch design. Random mutagenesis is a useful technique for engineering proteins but should be coupled to a relevant high-throughput screen. Such a screen for sucrose and scFOS quantification remains elusive. This work presents the development of a screening method displaying potential high-throughput capacity for the evaluation of β-fructofuranosidase libraries using Fourier transform mid-infrared attenuated total reflectance (FT-MIR ATR) spectroscopy and multivariate analysis. A calibration model for the quantification of sucrose in enzyme assay samples ranged from 5 to 200 g/l and the standard error of prediction was below 13 g/l. A library of the Aspergillus japonicus fopA gene was generated by error prone PCR and screened in Saccharomyces cerevisiae. Using FT-MIR ATR spectroscopy, potential hits were identified as those variants that converted more sucrose in the presence of the glucose inhibitor than the parent. Subsequent analysis of reaction products generated by top performers using high-performance liquid chromatography identified a variant producing higher scFOS levels than the parent. At the peak difference in performance the variant produced 28 % more scFOS from the same amount of sucrose. This study highlights the application of FT-MIR ATR spectroscopy to a variant discovery pipeline in the directed evolution of a β-fructofuranosidase for enhanced scFOS production.

摘要

短链低聚果糖(scFOS)是有价值的促进健康的食品添加剂。在由蔗糖批量生产scFOS的过程中,β-果糖呋喃糖苷酶催化剂会受到葡萄糖的产物抑制作用。对该酶进行工程改造以降低对葡萄糖的敏感性,可在保持简单工业批量设计的同时提高产品产量或工艺生产率。随机诱变是一种用于蛋白质工程改造的有用技术,但应与相关的高通量筛选相结合。然而,用于蔗糖和scFOS定量的此类筛选方法仍然难以实现。这项工作展示了一种筛选方法的开发,该方法利用傅里叶变换中红外衰减全反射(FT-MIR ATR)光谱和多变量分析,显示出评估β-果糖呋喃糖苷酶文库的潜在高通量能力。用于酶分析样品中蔗糖定量的校准模型范围为5至200 g/l,预测标准误差低于13 g/l。通过易错PCR构建了日本曲霉fopA基因文库,并在酿酒酵母中进行筛选。使用FT-MIR ATR光谱,潜在的命中变体被鉴定为那些在存在葡萄糖抑制剂的情况下比亲本转化更多蔗糖的变体。随后,使用高效液相色谱法对表现最佳的变体产生的反应产物进行分析,鉴定出一种产生比亲本更高scFOS水平的变体。在性能差异最大时,该变体从相同量的蔗糖中产生的scFOS多28%。本研究强调了FT-MIR ATR光谱在β-果糖呋喃糖苷酶定向进化中发现变体以提高scFOS产量的流程中的应用。

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