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在磷缺乏胁迫下,硫化合物对铜绿微囊藻生长和碱性磷酸酶活性的作用。

Roles of sulfur compounds in growth and alkaline phosphatase activities of Microcystis aeruginosa under phosphorus deficiency stress.

机构信息

College of Water Resources and Civil Engineering, China Agricultural University, Beijing, 100083, People's Republic of China.

Department of Land, Air, and Water Resources, UC Davis, Davis, CA, 95616, USA.

出版信息

Environ Sci Pollut Res Int. 2020 Jun;27(17):21533-21541. doi: 10.1007/s11356-020-08480-2. Epub 2020 Apr 11.

Abstract

Microcystis aeruginosa is one of the most common algae found in eutrophicated water bodies. Alkaline phosphatase (AKP) can be produced by Microcystis aeruginosa to utilize organic phosphates under phosphorus deficiency stress, thereby AKP can be regarded as an important indicator for algal growth. Sulfur compounds are ubiquitous in waters, while investigation on the interactions between sulfur compounds and Microcystis aeruginosa is limited. In this work, we introduced 33 types of sulfur compounds to culture Microcystis aeruginosa, and the results demonstrated that algal growth is positively related to AKP activities. Toxicity of organic sulfur compounds was further evaluated using Toxicity Estimation Software Tool based on quantitative structure-activity relationship prediction. The algal growth results exhibited strong correlation to the toxicity endpoints suggesting the organic sulfur compounds inhibits the algal growth as toxic matters. K-means cluster analyses have been carried out subsequently via Python based on the results of algal growth and AKP activities of each sample and statistically, the sulfur compounds can be adequately clustered into 2 groups. According to clustering results, sulfonic acids exhibit low toxicity while sulfur amino acids can be considered as more toxic compounds. Graphical abstract Varied sulfur compounds (33 types) were investigated to find out the interactions between them and Microcystis aeruginosa, a common alga. K-means cluster and correlation analyses demonstrate that algal growth and alkaline phosphatase activities exhibited strong correlation to the predicted toxicity endpoints.

摘要

铜绿微囊藻是富营养化水体中最常见的藻类之一。在磷缺乏胁迫下,铜绿微囊藻可以产生碱性磷酸酶(AKP)来利用有机磷酸盐,因此 AKP 可以作为藻类生长的一个重要指标。硫化合物在水中普遍存在,而对硫化合物与铜绿微囊藻之间的相互作用的研究还很有限。在这项工作中,我们引入了 33 种硫化合物来培养铜绿微囊藻,结果表明藻类生长与 AKP 活性呈正相关。利用定量构效关系预测的毒性估算软件工具进一步评估了有机硫化合物的毒性。藻类生长结果与毒性终点表现出很强的相关性,表明有机硫化合物作为有毒物质抑制了藻类的生长。随后,我们使用基于 Python 的 K-均值聚类分析,根据每个样品的藻类生长和 AKP 活性的结果进行分析,从统计学角度来看,可以将硫化合物充分聚类为 2 组。根据聚类结果,磺酸显示出低毒性,而含硫氨基酸可以被认为是更有毒的化合物。

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