{"title":"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","authors":"Ruigang Zhang, Huilan Yi","doi":"10.15244/pjoes/172838","DOIUrl":null,"url":null,"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.","PeriodicalId":20363,"journal":{"name":"Polish Journal of Environmental Studies","volume":"186 ","pages":""},"PeriodicalIF":1.4000,"publicationDate":"2023-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Optimization of Pb Biosorption from Aqueous Solution Using Genetically Engineered Saccharomyces cerevisiae by Response Surface Methodology\",\"authors\":\"Ruigang Zhang, Huilan Yi\",\"doi\":\"10.15244/pjoes/172838\",\"DOIUrl\":null,\"url\":null,\"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.\",\"PeriodicalId\":20363,\"journal\":{\"name\":\"Polish Journal of Environmental Studies\",\"volume\":\"186 \",\"pages\":\"\"},\"PeriodicalIF\":1.4000,\"publicationDate\":\"2023-11-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Polish Journal of Environmental Studies\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://doi.org/10.15244/pjoes/172838\",\"RegionNum\":4,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"ENVIRONMENTAL SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Polish Journal of Environmental Studies","FirstCategoryId":"93","ListUrlMain":"https://doi.org/10.15244/pjoes/172838","RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
Optimization of Pb Biosorption from Aqueous Solution Using Genetically Engineered Saccharomyces cerevisiae by Response Surface Methodology
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.
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