Agricultural and Biosystems Engineering, Iowa State University, Ames, IA, United States.
Geological and Atmospheric Sciences, Iowa State University, Ames, IA, United States.
Water Res. 2020 Jun 1;176:115730. doi: 10.1016/j.watres.2020.115730. Epub 2020 Mar 19.
Microcystins, a group of cyanotoxins produced by cyanobacterial strains, have become a significant microbial hazard to human and animal health due to increases in the frequency and intensity of cyanobacterial harmful algal blooms (CyanoHABs). Many studies have explored the correlation between microcystin concentrations and abundances of toxin-producing genes (e.g., mcyA genes) measured using quantitative PCR, and discrepancies between toxin concentrations and gene abundances are often observed. In this study, the results show that these discrepancies are at least partially due to primer sets that do not capture the phylogenetic diversity of naturally present toxin-producers. We designed three novel primer gene probes based on known mcyA genes to improve the detection and quantification of these genes in environmental samples. These primers were shown to improve the identification of mcyA genes compared to previously published primers in freshwater metagenomes, cyanobacterial isolates, and lake water samples. Unlike previously published primers, our primer sets could selectively amplify and resolve Microcystis, Anabaena, and Planktothrix mcyA genes. In lake water samples, abundance estimations of mcyA genes were found to correlate strongly with microcystin concentrations. Based on our results, these primers offer significant improvements over previously published probes to accurately identify and quantify mcyA genes in the environment. There is an increasing need to develop models based on microbial information and environmental factors to predict CyanoHABs, and improved primers will play an important role in aiding monitoring efforts to collect reliable and consistent data on toxicity risks.
微囊藻毒素是由蓝藻菌株产生的一组氰类毒素,由于蓝藻有害藻华(CyanoHABs)的频率和强度增加,已成为人类和动物健康的重大微生物危害。许多研究已经探讨了微囊藻毒素浓度与使用定量 PCR 测量的产毒基因(例如 mcyA 基因)丰度之间的相关性,并且经常观察到毒素浓度与基因丰度之间的差异。在这项研究中,结果表明这些差异至少部分是由于引物集不能捕获天然存在的产毒剂的系统发育多样性。我们设计了三个基于已知 mcyA 基因的新型引物基因探针,以改善环境样品中这些基因的检测和定量。与淡水宏基因组、蓝藻分离株和湖水样品中以前发表的引物相比,这些引物显示出能够改善 mcyA 基因的鉴定。与以前发表的引物不同,我们的引物集可以选择性地扩增和解析微囊藻、鱼腥藻和束丝藻的 mcyA 基因。在湖水样品中,mcyA 基因的丰度估计与微囊藻毒素浓度密切相关。基于我们的结果,这些引物在准确识别和定量环境中的 mcyA 基因方面提供了显著的改进,基于微生物信息和环境因素开发模型来预测 CyanoHABs 的需求不断增加,改进的引物将在辅助监测工作中发挥重要作用,以收集有关毒性风险的可靠和一致的数据。