School of Biosciences, Cardiff University, Sir Martin Evans Building, Museum Avenue, Cardiff, Wales, CF10 3AX, UK; School of Earth and Ocean Sciences, Cardiff University, Park Place, Cardiff, Wales, CF10 3AT, UK.
School of Biosciences, Cardiff University, Sir Martin Evans Building, Museum Avenue, Cardiff, Wales, CF10 3AX, UK.
Water Res. 2023 Apr 1;232:119693. doi: 10.1016/j.watres.2023.119693. Epub 2023 Feb 4.
Geosmin synthase (geoA) and 2-MIB cyclase (mic) are key biosynthetic genes responsible for the production of taste and odour (T&O) compounds, geosmin and 2-MIB. These T&O compounds are becoming an increasing global problem for drinking water supplies. It is thought that geosmin and 2-MIB may be linked to, or exacerbated by, a variety of different environmental and nutrient triggers. However, to the best of our knowledge, no studies to date have evaluated the combined effects of seasonality, temperature, and nutrient concentrations on geoA and mic copy numbers in conjunction with T&O concentrations. In this study, environmental triggers behind geosmin and 2-MIB production were investigated in nine reservoirs across Wales, U.K. between July 2019 - August 2020. The abundance of geoA and mic were quantified through quantitative Polymerase Chain Reaction (qPCR). Temporal changes in geoA and geosmin concentrations revealed geoA to be an indicator of monthly geosmin concentrations, although only when geosmin concentrations exceeded 100 ng L. Model analysis of a reservoir with elevated geosmin concentrations revealed geoA to be significantly associated with mean temperature (p < 0.001) and the nutrients dissolved reactive silicate (p < 0.001), dissolved iron (p < 0.001), total inorganic nitrogen to phosphorous ratio (TIN:TP) (p < 0.001) and ammonium to nitrate ratio (NH:NO) (p < 0.001). Sulphate also demonstrated a significant positive linear relationship with geoA (p < 0.001). For mic analysis, NH:NO was significantly associated with mic (p < 0.05) and an association with dissolved reactive silicate was also observed (p = 0.084). Within this study we also report extreme variance in gene copy numbers between the study seasons. No consistent relationship could be determined for mic copy numbers mL and 2-MIB (ng L). The findings from this study indicate that TIN:TP and NH:NO serve as good predictors for elevated geoA and mic, along with negative linear relationships observed for mean temperature and dissolved reactive silicate. Overall, our findings demonstrate the importance of nutrient concentrations, nutrient ratios and temperature for evidence based predictive capacity of taste and odour events in drinking water reservoirs.
土臭素合酶(geoA)和 2-甲基异莰醇环化酶(mic)是负责产生味道和气味(T&O)化合物——土臭素和 2-甲基异莰醇的关键生物合成基因。这些 T&O 化合物正成为饮用水供应日益严重的全球性问题。据认为,土臭素和 2-甲基异莰醇可能与各种不同的环境和营养触发因素有关,或者因这些因素而加剧。然而,据我们所知,迄今为止,没有研究评估季节性、温度和营养浓度对 9 个威尔士水库中 geoA 和 mic 拷贝数与 T&O 浓度的综合影响。在这项研究中,调查了英国威尔士的 9 个水库中 2019 年 7 月至 2020 年 8 月期间土臭素和 2-甲基异莰醇产生的环境触发因素。通过定量聚合酶链反应(qPCR)定量 geoA 和 mic 的丰度。geoA 和 geosmin 浓度的时间变化表明,geoA 是每月 geosmin 浓度的指示物,尽管仅当 geosmin 浓度超过 100ng/L 时才如此。对一个 geosmin 浓度升高的水库进行模型分析表明,geoA 与平均温度(p < 0.001)和溶解反应性硅酸盐(p < 0.001)、溶解铁(p < 0.001)、总无机氮与磷比(TIN:TP)(p < 0.001)和铵与硝酸盐比(NH:NO)(p < 0.001)显著相关。硫酸盐与 geoA 也呈显著正线性关系(p < 0.001)。对于 mic 分析,NH:NO 与 mic 显著相关(p < 0.05),与溶解反应性硅酸盐也存在关联(p = 0.084)。在这项研究中,我们还报告了研究季节之间基因拷贝数的极端差异。mic 拷贝数 mL 和 2-甲基异莰醇(ng/L)之间没有一致的关系。这项研究的结果表明,TIN:TP 和 NH:NO 是升高的 geoA 和 mic 的良好预测因子,与平均温度和溶解反应性硅酸盐呈负线性关系。总的来说,我们的研究结果表明,营养浓度、营养比和温度对于饮用水水库中味道和气味事件的基于证据的预测能力非常重要。