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采用中心复合设计优化过程变量,将脲酶固定在功能化金纳米粒子上,用于各种应用。

Optimization of process variables by central composite design for the immobilization of urease enzyme on functionalized gold nanoparticles for various applications.

机构信息

Department of Physics, Nanoscience and Nanotechnology Unit, Banaras Hindu University, Varanasi, 221005, India.

出版信息

Bioprocess Biosyst Eng. 2011 Aug;34(6):647-57. doi: 10.1007/s00449-011-0514-2. Epub 2011 Jan 26.

DOI:10.1007/s00449-011-0514-2
PMID:21267597
Abstract

In the present study, enzyme urease has been immobilized on amine-functionalized gold nanoparticles (AuNPs). AuNPs were synthesized using natural precursor, i.e., clove extract and amine functionalized through 0.004 M L: -cysteine. Enzyme (urease) was extracted and purified from the vegetable waste, i.e., seeds of pumpkin to apparent homogeneity (sp. activity 353 U/mg protein). FTIR spectroscopy and transmission electron microscopy was used to characterize the immobilized enzyme. The immobilized enzyme exhibited enhanced activity as compared with the enzyme in the solution, especially, at lower enzyme concentration. Based on the evaluation of activity assay of the immobilized enzyme, it was found that the immobilized enzyme was quite stable for about a month and could successfully be used even after eight cycles having enzyme activity of about 47%. In addition to this central composite design (CCD) with the help of MINITAB version 15 Software was utilized to optimize the process variables viz., pH and temperature affecting the enzyme activity upon immobilization on AuNPs. The results predicted by the design were found in good agreement (R2 = 96.38%) with the experimental results indicating the applicability of proposed model. The multiple regression analysis and ANOVA showed the individual and cumulative effect of pH and temperature on enzyme activity indicating that the activity increased with the increase of pH up to 7.5 and temperature 75 °C. The effects of each variables represented by main effect plot, 3D surface plot, isoresponse contour plot and optimized plot were helpful in predicting results by performing a limited set of experiments.

摘要

在本研究中,酶脲酶已固定在胺功能化的金纳米粒子(AuNPs)上。AuNPs 是使用天然前体,即丁香提取物合成的,并通过 0.004 M L:-半胱氨酸进行胺功能化。酶(脲酶)从蔬菜废物中提取和纯化,即南瓜种子,以达到明显的均一性(比活度 353 U/mg 蛋白)。傅里叶变换红外光谱和透射电子显微镜用于表征固定化酶。与溶液中的酶相比,固定化酶表现出增强的活性,尤其是在较低的酶浓度下。根据固定化酶活性测定的评价,发现固定化酶在大约一个月内相当稳定,甚至在经过八次循环后仍能成功使用,其酶活性约为 47%。此外,还利用 MINITAB 版本 15 软件中的中心复合设计(CCD)来优化影响 AuNPs 上酶固定化的过程变量,即 pH 和温度。设计预测的结果与实验结果非常吻合(R2 = 96.38%),表明所提出模型的适用性。多元回归分析和方差分析表明,pH 和温度对酶活性的单独和累积影响表明,随着 pH 增加到 7.5 和温度增加到 75°C,活性增加。主效应图、3D 表面图、等响应轮廓图和优化图代表每个变量的影响,有助于通过执行有限数量的实验来预测结果。

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