Optimization of Pb Biosorption from Aqueous Solution Using Genetically Engineered Saccharomyces cerevisiae by Response Surface Methodology

IF 1.4 4区 环境科学与生态学 Q4 ENVIRONMENTAL SCIENCES
Ruigang Zhang, Huilan Yi
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Abstract

Recombinant Saccharomyces cerevisiae expressing metallothionein was used for biosorption of lead (Pb). The Plackett-Burman design (PBD) and Box-Behnken design (BBD) were applied to optimize adsorption conditions of Pb by genetically engineered S. cerevisiae . The PBD and its subsequent statistical analysis indicate that the initial concentration of Pb, pH and concentration of biosorbent were the three critical factors influencing Pb biosorption by genetically engineered S. cerevisiae . The Path of steepest ascent was then used to approximate the optimal levels of the main factors. Then, the response surface method was used to optimize the adsorption conditions further. Considering biosorption quantity of Pb as the response objective, a quadratic model was obtained by BBD for 3 factors. The optimal biosorption conditions were as follows: the initial concentration of Pb (81.12 mg/L), pH 5.05 and the concentration of biosorbent (0.15 g/L). Under optimal conditions, the maximum adsorption quantity of Pb is 129.60 mg/g. Model validation experiments showed good correlation between the predicted values and experimental values. The performance of adsorption of Pb by genetically engineered S. cerevisiae is clearly improved by response surface methodology optimization. Genetically engineered S. cerevisiae show higher adsorption capacity than other reported biosorbents and may therefore be an effective biosorbent for industrial use.
利用响应面方法优化基因工程酵母菌对水溶液中铅的生物吸附作用
利用表达金属硫蛋白的重组酿酒酵母对铅(Pb)进行生物吸附。应用普拉克特-伯曼设计(PBD)和方框-贝肯设计(BBD)来优化基因工程酿酒酵母对铅(Pb)的吸附条件。PBD 及其后续统计分析表明,Pb 初始浓度、pH 值和生物吸附剂浓度是影响基因工程酿酒酵母对 Pb 生物吸附的三个关键因素。然后,利用最陡上升路径来近似确定主要因素的最佳水平。然后,采用响应面法进一步优化吸附条件。以 Pb 的生物吸附量为响应目标,通过 BBD 得到了 3 个因子的二次模型。最佳生物吸附条件为:Pb 初始浓度(81.12 mg/L)、pH 值(5.05)和生物吸附剂浓度(0.15 g/L)。在最佳条件下,Pb 的最大吸附量为 129.60 mg/g。模型验证实验表明,预测值与实验值之间具有良好的相关性。通过响应面方法优化,基因工程酿酒酵母对铅的吸附性能明显提高。与其他已报道的生物吸附剂相比,基因工程酿酒酵母表现出更高的吸附能力,因此可能是一种有效的工业用生物吸附剂。
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来源期刊
Polish Journal of Environmental Studies
Polish Journal of Environmental Studies 环境科学-环境科学
CiteScore
3.10
自引率
11.10%
发文量
430
审稿时长
4 months
期刊介绍: One of the most important challenges facing the contemporary scientific world are problems connected with environmental protection. Intensive development of industry and agriculture has led to a rise in living standards on one hand, but an increase in environmental degradation on the other. This degradation poses a direct threat to human health and life. Solving these ever-increasing problems which seriously endanger our civilization require the united efforts of scientists and field researchers of many branches. The "Polish Journal of Environmental Studies" publishes original papers and critical reviews on the following subjects: -Basic and applied environmental pollution research, including environmental engineering -Pollution control of atmospheric, water (marine and fresh), soil and biological materials -Determination of harmful substances, including their metabolic breakdown patterns -Analytical methods for metabolic breakdown patterns or other chemical degradation patterns in the environment and in biological samples -Development of new analytical methods, instruments and techniques for controlling pollutants -Circulation of pollutants in the environment and their effect on living organisms -Environmentally oriented catalysis -Hazards to human health and safety -Waste utilization and management -Land reclamation -Conference reports, scientific and technical reports and book reviews
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