cyanotoxins

氰毒素
  • 文章类型: Journal Article
    由蓝细菌产生的微囊藻毒素(MC)已成为全世界社会的重要关注。已评估了饮用水中MC对人类健康的风险。尽管如此,其对动物健康的风险尚未得到彻底评估。这项研究调查了附近农田的灌溉水和苜蓿植物中的MC。夏季,灌溉水和苜蓿芽中的MC浓度(1.8-17.4μgL-1和0.053-0.128μgg-1)均高于冬季(2.4μgL-1和0.017μgg-1)。这些MC浓度与该地区蓝细菌的优势相关,在灌溉水中引发这些微生物的潜在风险。因此,会有高风险(风险商,对于饮用受污染的灌溉水或食用受污染的苜蓿植物的牛羊,夏季RQ>1),冬季风险中等(0.1 Microcystin (MC) toxin produced by cyanobacteria has become a significant concern for societies worldwide. The risk of MC in drinking water has been assessed to human health. Nonetheless, its risk to animal health has not been thoroughly evaluated. This study investigated MCs in irrigation water and alfalfa plant from nearby farmlands. Both irrigation water and alfalfa shoots contained greater MC concentrations (1.8-17.4 μg L-1 and 0.053-0.128 μg g-1) during summer than winter (2.4 μg L-1 and 0.017 μg g-1). These MC concentrations showed a correlation with the predominance of cyanobacteria in the sites, triggering the potential risk of these microorganisms in irrigation waters. Accordingly, there would be a high risk (risk quotient, RQ > 1) during summer and a moderate risk (0.1cyanotoxins in forage plants and irrigation water sources should be regularly monitored to protect animals from consuming contaminated food and water.
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  • 文章类型: Journal Article
    人类富营养化导致水质退化,因为它可能导致有害的蓝藻水华的发展,影响水生生物群并威胁人类健康。因为在自然环境中,浮游动物连续或间歇地暴露于水中的蓝藻毒素或通过蓝藻消耗,本研究旨在评估不同暴露方式的产毒铜绿微囊藻VU-5对水蚤的影响。细胞产生的急性毒性,细胞的水性粗提物(ACE),并测定无细胞培养基(CFM)。在26天期间确定了连续和间歇暴露对D.curvirostris存活和繁殖的影响。LC50为407,000个细胞mL-1;暴露于ACE和CFM产生的死亡率低于20%。水蚤的生存和繁殖显着减少。连续暴露于微囊藻细胞在第四天导致100%死亡率。在48小时周期中的4小时和24小时暴露产生成人死亡率,随着暴露时间和微囊藻浓度的增加,繁殖减少。细胞的毒性高于ACE可能意味着毒素在消化道中的吸收更高。尽管有微藻作为食物的恢复期,但暂时暴露于微囊藻细胞会产生不可逆的损害。微囊藻暴露的形式和连续性产生了不利影响,警告在六氯联苯期间对浮游动物的威胁。
    Anthropic eutrophication leads to water quality degradation because it may cause the development of harmful cyanobacterial blooms, affecting aquatic biota and threatening human health. Because in the natural environment zooplankters are exposed continuously or intermittently to cyanotoxins in the water or through cyanobacterial consumption, this study aimed to assess the effects of the toxigenic Microcystis aeruginosa VU-5 by different ways of exposure in Daphnia curvirostris. The acute toxicity produced by the cells, the aqueous crude extract of cells (ACE), and the cell-free culture medium (CFM) were determined. The effect on the survival and reproduction of D. curvirostris under continuous and intermittent exposure was determined during 26 d. The LC50 was 407,000 cells mL-1; exposure to the ACE and CFM produced mortality lower than 20%. Daphnia survivorship and reproduction were significantly reduced. Continuous exposure to Microcystis cells caused 100% mortality on the fourth day. Exposure during 4 and 24 h in 48 h cycles produced adult mortality, and reproduction decreased as the exposure time and the Microcystis concentrations increased. The higher toxicity of cells than the ACE could mean that the toxin\'s absorption is higher in the digestive tract. The temporary exposure to Microcystis cells produced irreversible damage despite the recovery periods with microalgae as food. The form and the continuity in exposure to Microcystis produced adverse effects, warning about threats to the zooplankton during HCBs.
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  • 文章类型: Journal Article
    蓝藻水华在冬季越来越常见,特别是当他们是温和的。这项研究的目的是确定夏季和冬季浮游植物群落结构,氰毒素的存在,富营养化湖泊中的毒性全年都容易受到蓝藻水华的影响,使用经典的显微镜,对有毒的氰化代谢物的分析,并分析了与氰毒素生物合成有关的基因。我们还评估了与几年前的先前报告相比,所研究湖泊中的蓝藻多样性是否发生了变化。此外,从湖泊中分离出形成水华的蓝细菌菌株,并筛选了蓝藻毒素的存在和毒性。蓝藻是两个采样时间浮游植物群落的主要组成部分,and,特别是,在夏季(Planktothrix/Limnothrix)和冬季(Limnothrix)采样中,示波氏菌占主导地位。与冬季社区相比,夏季社区更密集;物种更丰富;并且包含外来和入侵的诺斯库尔,包括Sphaerospermopsisaphanizomoides,raphiopsisraciborskii,和地中海长毛。在两个采样时间中,该花含有产毒物种,具有产生圆柱精氨素和微囊藻毒素的遗传决定因素。毒理学筛查显示,夏季湖中存在微囊藻毒素,而冬季采样时则没有氰基毒素。然而,冬季和夏季从湖中分离出的几种蓝细菌菌株产生了anabaenopeptin和微囊藻毒素。这项研究表明,温带地区夏季和冬季蓝藻的生物量可能有所不同,结构,和毒性,并且与蓝藻水华相关的毒性危害可能在冬季存在。
    Cyanobacterial blooms are increasingly common during winters, especially when they are mild. The goal of this study was to determine the summer and winter phytoplankton community structure, cyanotoxin presence, and toxigenicity in a eutrophic lake susceptible to cyanobacterial blooms throughout the year, using classical microscopy, an analysis of toxic cyanometabolites, and an analysis of genes involved in biosynthesis of cyanotoxins. We also assessed whether cyanobacterial diversity in the studied lake has changed compared to what was reported in previous reports conducted several years ago. Moreover, the bloom-forming cyanobacterial strains were isolated from the lake and screened for cyanotoxin presence and toxigenicity. Cyanobacteria were the main component of the phytoplankton community in both sampling times, and, in particular, Oscillatoriales were predominant in both summer (Planktothrix/Limnothrix) and winter (Limnothrix) sampling. Compared to the winter community, the summer community was denser; richer in species; and contained alien and invasive Nostocales, including Sphaerospermopsis aphanizomenoides, Raphidiopsis raciborskii, and Raphidiopsis mediterranea. In both sampling times, the blooms contained toxigenic species with genetic determinants for the production of cylindrospermopsin and microcystins. Toxicological screening revealed the presence of microcystins in the lake in summer but no cyanotoxins in the winter period of sampling. However, several cyanobacterial strains isolated from the lake during winter and summer produced anabaenopeptins and microcystins. This study indicates that summer and winter blooms of cyanobacteria in the temperate zone can differ in biomass, structure, and toxicity, and that the toxic hazards associated with cyanobacterial blooms may potentially exist during winter.
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  • 文章类型: Journal Article
    过氧乙酸(PAA)显示出用于饮用水处理的潜力,作为预氯化的替代品,例如贻贝控制和消毒副产品前体销毁,尽管其在蓝藻水华期间作为预氧化剂的影响仍未充分开发。这里,研究了PAA对铜绿微囊藻的灭活作用以及微囊藻毒素-LR和-RR的释放和降解。发现碱性条件下的毒素降解率高于中性和酸性条件。然而,当使用游离氯时,所有比率均显著低于可比比率.在酸性pH下,使用PAA对铜绿假单胞菌细胞的灭活速度更快,暴露于10mg/LPAA15-60分钟后,显示立即的细胞损伤和随后的细胞死亡。在中性和碱性条件下,细胞死亡发生在一个较长的滞后期(3-6小时)。在细胞失活期间,微囊藻毒素-LR缓慢释放,在暴露于10mg/LPAA12小时后,在溶液中测量<35%的初始细胞内毒素。总的来说,在饮用水处理中,PAA对铜绿分枝杆菌细胞失活或微囊藻毒素-LR和-RR破坏似乎不切实际。但是这种缓慢的反应性也可能使其在蓝藻水华期间继续用作其他目的的预氧化剂,而不会有毒素释放的风险。
    Peracetic acid (PAA) shows potential for use in drinking water treatment as an alternative to prechlorination, such as for mussel control and disinfection by-product precursor destruction, though its impact as a preoxidant during cyanobacterial blooms remains underexplored. Here, Microcystis aeruginosa inactivation and microcystin-LR and -RR release and degradation using PAA were explored. The toxin degradation rates were found to be higher in alkaline conditions than in neutral and acidic conditions. However, all rates were significantly smaller than comparable rates when using free chlorine. The inactivation of M. aeruginosa cells using PAA was faster at acidic pH, showing immediate cell damage and subsequent cell death after 15-60 min of exposure to 10 mg/L PAA. In neutral and alkaline conditions, cell death occurred after a longer lag phase (3-6 h). During cell inactivation, microcystin-LR was released slowly, with <35% of the initial intracellular toxins measured in solution after 12 h of exposure to 10 mg/L PAA. Overall, PAA appears impractically slow for M. aeruginosa cell inactivation or microcystin-LR and -RR destruction in drinking water treatment, but this slow reactivity may also allow it to continue to be applied as a preoxidant for other purposes during cyanobacterial blooms without the risk of toxin release.
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  • 文章类型: Journal Article
    在Atchafalaya-VermilionBay系统(AVBS)中研究了肝毒性微囊藻毒素(MC)的时空模式和驱动因素,亚热带,路易斯安那州以河流为主的河口。连同环境数据,每月的颗粒物MC(pMC)样本在两年期间(2016-2018年)进行了检查,在2020年的五个月内,每两周检查一次pMC和溶解的MC(dMC)样品。2020年还部署了用于量化时间积分dMC浓度的固相吸附毒素追踪(SPATT)采样器。Low,但是在整个AVBS中,37.8%和21.2%的样品中发现了可检测浓度的pMC(≤0.033μgL-1)和dMC(≤0.190μgL-1),分别。时间综合SPATT采样器在近100%的部署中检测到dMC,与30.8%的离散样本中的dMC检测结果相比。这项研究记录了整个AVBS中广泛存在的MC,虽然浓度很低,关于亚致命性MC暴露于河口生物的潜在长期影响的知识差距仍然存在。
    Spatiotemporal patterns and drivers of hepatotoxic microcystins (MC) were investigated in the Atchafalaya-Vermilion Bay System (AVBS), a subtropical, river-dominated estuary in Louisiana. Along with environmental data, monthly particulate MC (pMC) samples were examined over a two-year period (2016-2018), and biweekly pMC and dissolved MC (dMC) samples were examined over a five-month period in 2020. Solid phase adsorption toxin tracking (SPATT) samplers used to quantify time-integrated dMC concentrations were also deployed in 2020. Low, but detectable concentrations of pMC (≤0.033 μg L-1) and dMC (≤0.190 μg L-1) were found throughout the AVBS in 37.8 and 21.2 % of samples, respectively. Time integrative SPATT samplers detected dMC in nearly 100 % of the deployments, compared to dMC detections in 30.8 % of the discrete samples. This study documents widespread MC presence throughout the AVBS and while concentrations were low, knowledge gaps remain regarding the potential long-term impacts of sublethal MC exposure to estuarine organisms.
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  • 文章类型: Journal Article
    在这些事件中产生的有害藻华和毒素是全世界关注的人类和环境健康问题。毒素及其衍生物是在这些水华事件期间由某些淡水蓝细菌和海洋藻类物种产生的有效的天然水生神经毒素。很好地研究了毒素对人体健康的影响,然而,它对水生生物群的影响在很大程度上仍未被探索。这项工作旨在评估脉冲急性暴露(24小时)对30μg沙克毒素L-1模型的影响,这符合世界卫生组织(WHO)为休闲淡水中的这些毒素制定的安全指南。通过一系列全面的生化指标(抗氧化酶活性和脂质过氧化)评估了毒素的作用,遗传毒性(碱性彗星试验),神经毒性(总胆碱酯酶活性),行为(游泳模式),生理(摄食率和心率),和表观遗传(总5-mCDNA甲基化)生物标志物。暴露导致摄食率下降,心率,总胆碱酯酶活性和过氧化氢酶活性。相反,其他抗氧化酶,即谷胱甘肽-S-转移酶和硒依赖性谷胱甘肽过氧化物酶的活性增加,连同脂质过氧化水平。抗氧化酶的增强不足以防止氧化损伤,以脂质过氧化增强为基础。因此,暴露于STX的水蚤的平均DNA损伤水平显著增加.暴露生物的总DNA5-mC水平显着降低。结果表明,即使是短期暴露于沙克毒素,也会对关键的分子和细胞途径产生重大影响,并调节D.magna个体的游泳模式。这项研究强调了沙克霉素在D.magna中引起的亚致死作用,这表明,即使在世界卫生组织认为对人类安全的浓度下,这些毒素也可能对其繁荣发展构成明显挑战。
    Harmful algal blooms and the toxins produced during these events are a human and environmental health concern worldwide. Saxitoxin and its derivatives are potent natural aquatic neurotoxins produced by certain freshwater cyanobacteria and marine algae species during these bloom events. Saxitoxins effects on human health are well studied, however its effects on aquatic biota are still largely unexplored. This work aims at evaluating the effects of a pulse acute exposure (24 h) of the model cladoceran Daphnia magna to 30 μg saxitoxin L-1, which corresponds to the safety guideline established by the World Health Organization (WHO) for these toxins in recreational freshwaters. Saxitoxin effects were assessed through a comprehensive array of biochemical (antioxidant enzymes activity and lipid peroxidation), genotoxicity (alkaline comet assay), neurotoxicity (total cholinesterases activity), behavioral (swimming patterns), physiological (feeding rate and heart rate), and epigenetic (total 5-mC DNA methylation) biomarkers. Exposure resulted in decreased feeding rate, heart rate, total cholinesterases activity and catalase activity. Contrarily, other antioxidant enzymes, namely glutathione-S-transferases and selenium-dependent Glutathione peroxidase had their activity increased, together with lipid peroxidation levels. The enhancement of the antioxidant enzymes was not sufficient to prevent oxidative damage, as underpinned by lipid peroxidation enhancement. Accordingly, average DNA damage level was significantly increased in STX-exposed daphnids. Total DNA 5-mC level was significantly decreased in exposed organisms. Results showed that even a short-term exposure to saxitoxin causes significant effects on critical molecular and cellular pathways and modulates swimming patterns in D. magna individuals. This study highlights sub-lethal effects caused by saxitoxin in D. magna, suggesting that these toxins may represent a marked challenge to their thriving even at a concentration deemed safe for humans by the WHO.
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  • 文章类型: Journal Article
    可以在各种基质中以两种形式检测微囊藻毒素(MC):可自由提取的部分和总(游离和共价结合的蛋白质)部分。尽管大多数MC分析仅限于游离部分,它们不允许分析所有MC变体或蛋白质结合形式。其他方法,被称为总MC分析方法,能够同时分析所有MC变体,以及绑定形式,这可能是生物体内毒素积累的主要形式。在这些技术中,化学氧化方法(例如Lemieux)允许通过将共同部分氧化为所有MC和结节蛋白来检测MC(和结节蛋白)的总形式,并分析所得MMPB产物(2-甲基-3-甲氧基-4-苯基丁酸)。然而,由于协议的可变性,在健康监测的背景下执行这种方法是具有挑战性的,通过这些方案获得的回收率,以及与该方法相关的重要矩阵效应。这项研究的目的是i)优化现有的化学氧化方案“Lemieux1”在新鲜鱼片基质上,ii)比较两个现有的协议(“Lemieux1”和“Lemiex2”),和iii)在实验室中将Lemieux氧化应用于自然被产生MC的蓝细菌污染的鱼片和肝脏以及被MC污染的淡水贻贝。优化“Lemiex1”协议,特别是在氧化和SPE(固相萃取)步骤中提高了该方法在新鲜鱼片基质上的产率(从<5%至约40%)。此外,已经通过各种校准技术比较了几种定量方法(溶剂校准曲线,矩阵匹配校准曲线,氧化的MC-LR校准曲线以及通过测试d3-MMPB作为内标的添加)。与“Lemiex2”协议的比较显示了在相同矩阵上的最佳结果,收益率在65%左右。使用“Lemieux2”协议分析MMPB,在蓝细菌增殖期间采样的鲤鱼肝脏中,在受MC污染的淡水贻贝实验室中,MMPB的浓度范围为17.9至27.5μg/kg,MMPB的浓度范围为50至2890μg/kg。
    Microcystins (MCs) can be detected in various matrices in two forms: a freely extractable fraction and a total (free and covalently protein-bound) fraction. Although the majority of MCs analyses are limited to the free fraction, they do not allow the analysis of all MCs variants or protein-bound forms. Other methods, known as total MCs analysis methods, enable simultaneous analysis of all MCs variants, as well as bound forms, which may be a major form of toxin accumulation in organisms. Among these techniques, the chemical oxidation method (e.g. Lemieux) allows the detection of total forms of MC (and nodularins) by oxidizing the common part to all MC and nodularins, and analyzing the resultant MMPB product (2-methyl-3-methoxy-4-phenylbutyric acid). However, the execution of this method in the context of health monitoring is challenging due to the variability of the protocols, the recoveries obtained with these protocols, and the important matrix effects associated with the method. The objectives of this study were i) to optimize an existing protocol of chemical oxidation \"Lemieux1\" on fresh fish fillet matrices, ii) to compare two existing protocols (\"Lemieux1\" and \"Lemieux2\"), and iii) apply Lemieux oxidation to fish fillets and livers naturally contaminated with MCs-producing cyanobacteria and to freshwater mussels contaminated with MCs in laboratories. Optimization of the \"Lemieux1\" protocol, in particular in the oxidation and SPE (solid phase extraction) steps improved the method\'s yields on the fresh fish fillet matrix (from <5 % to around 40 %). Moreover, several quantification methods have been compared through various calibration techniques (solvent calibration curve, matrix-matched calibration curve, oxidized MC-LR calibration curve and also by testing the addition of d3-MMPB as an internal standard). Comparison with the \"Lemieux2\" protocol showed the best results on the same matrix, with yields of around 65 %. MMPB was analyzed using this \"Lemieux 2\" protocol, in livers of carps sampled during an episode of cyanobacteria proliferation, at concentrations ranging from 17.9 to 27.5 μg/kg MMPB and at concentrations ranging from 50 to 2890 μg/kg MMPB in freshwater mussels laboratory contaminated to MCs.
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  • 文章类型: Journal Article
    供水系统中的蓝细菌被认为是一个新的威胁,当一些物种产生有毒代谢物时,氰毒素,其中最广泛和研究最充分的是微囊藻毒素。饮用受污染的水是一种常见的氰毒素暴露途径,使研究饮用水中的蓝藻成为保护公众健康的优先事项。在饮用水处理厂,氯化化合物的预氧化被广泛用于抑制蓝细菌的生长,尽管存在对其降低氰基毒素含量的功效的担忧。此外,氯化对丰富但研究较少的氰基代谢物(例如毒性尚不清楚的氰基吡啶)的影响仍未得到充分研究。这里,两种氯化氧化剂,次氯酸钠(NaClO)和二氧化氯(ClO2),对有毒的蓝细菌铜绿微囊藻进行了测试,评估它们对细胞活力的影响,毒素概况和含量。内外微囊藻毒素和其他氰基代谢物,包括它们的降解产物,使用非靶向LC-HRMS方法进行鉴定。两种氧化剂都能够在低剂量(0.5mgL-1)时灭活铜绿分枝杆菌细胞,并大大降低细胞内毒素含量(>90%),无论治疗时间(1-3小时)。相反,NaClO处理后,细胞外毒素增加了两倍,表明细胞损伤。根据LC-HRMSn(n=2,3)证据,鉴定了一种新的代谢产物,命名为氰基吡啶型肽-1029,两种氧化剂对它的影响不同。NaClO导致其细胞外浓度从2增加到80-100μgL-1,ClO2诱导其氧化衍生物的形成,氰洞素型肽-1045。总之,对被有毒蓝细菌污染的原水进行预氧化处理可能导致饮用水中氰基毒素浓度增加,取决于化学剂,其剂量和治疗持续时间,也是氧化代谢物。由于这些代谢物对人类健康的影响仍然未知,参与饮用水管理的水安全机构应极其谨慎地处理这一问题。
    Cyanobacteria in water supplies are considered an emerging threat, as some species produce toxic metabolites, cyanotoxins, of which the most widespread and well-studied are microcystins. Consumption of contaminated water is a common exposure route to cyanotoxins, making the study of cyanobacteria in drinking waters a priority to protect public health. In drinking water treatment plants, pre-oxidation with chlorinated compounds is widely employed to inhibit cyanobacterial growth, although concerns on its efficacy in reducing cyanotoxin content exists. Additionally, the effects of chlorination on abundant but less-studied cyanometabolites (e.g. cyanopeptolins whose toxicity is still unclear) remain poorly investigated. Here, two chlorinated oxidants, sodium hypochlorite (NaClO) and chlorine dioxide (ClO2), were tested on the toxic cyanobacterium Microcystis aeruginosa, evaluating their effect on cell viability, toxin profile and content. Intra- and extracellular microcystins and other cyanometabolites, including their degradation products, were identified using an untargeted LC-HRMS approach. Both oxidants were able to inactivate M. aeruginosa cells at a low dose (0.5 mg L-1), and greatly reduced intracellular toxins content (>90%), regardless of the treatment time (1-3 h). Conversely, a two-fold increase of extracellular toxins after NaClO treatment emerged, suggesting a cellular damage. A novel metabolite named cyanopeptolin-type peptide-1029, was identified based on LC-HRMSn (n = 2, 3) evidence, and it was differently affected by the two oxidants. NaClO led to increase its extracellular concentration from 2 to 80-100 μg L-1, and ClO2 induced the formation of its oxidized derivative, cyanopeptolin-type peptide-1045. In conclusion, pre-oxidation treatments of raw water contaminated by toxic cyanobacteria may lead to increased cyanotoxin concentrations in drinking water and, depending on the chemical agent, its dose and treatment duration, also of oxidized metabolites. Since the effects of such metabolites on human health remain unknown, this issue should be handled with extreme caution by water security agencies involved in drinking water management.
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  • 文章类型: Journal Article
    今后有害的蓝藻水华将更加强烈和频繁,用氰基毒素污染地表水,并对严重依赖地表水用于作物灌溉的社区构成威胁。建议使用人工湿地(CWs)以确保安全的农作物灌溉,但是在实施之前需要更多的研究。本研究以模拟水平亚表面流CW的连续模式运行了28个中观。Mesocoss用合成湖水喂养,并定期添加两种氰基毒素,微囊藻毒素-LR(MC-LR)和圆柱精氨素(CYN),在环境相关的氰基毒素浓度(10μgL-1)。各种设计因素的影响,包括植物物种,多孔介质,和季节性,被探索了。mesocoss实现了最大MC-LR和CYN质量去除率95%和98%,分别。首次报道了模拟水平地下流CW的CW中的CYN去除。种植的中观总是优于未种植的中观,与Juncuseffusus相比,芦苇表现出优异的蓝藻毒素质量去除效果。考虑到蒸散,J.Effusus产生的蓝藻毒素浓缩废水最少,因为与澳大利亚假单胞菌相比,水损失较低。使用P-kC*模型,计算并讨论了未来试点的不同放大方案。此外,通过相关矩阵和分类群分析分析细菌群落结构,提供了有价值的见解,以去除他们的氰基毒素。然而,通过已知的mlrA基因降解途径验证微囊藻毒素-LR生物转化的尝试是无效的,表明在这种复杂的CW系统中发生的替代酶促降解途径。为了全面了解CW中氰基毒素的缓解,需要进一步研究去除的精确分子机制和转化产物的鉴定。这项研究指出了水平地下流CW用于控制灌溉或娱乐水域中氰基毒素的可行性。
    Harmful cyanobacterial blooms will be more intense and frequent in the future, contaminating surface waters with cyanotoxins and posing a threat to communities heavily reliant on surface water usage for crop irrigation. Constructed wetlands (CWs) are proposed to ensure safe crop irrigation, but more research is needed before implementation. The present study operated 28 mesocosms in continuous mode mimicking horizontal sub-surface flow CWs. Mesocosms were fed with synthetic lake water and spiked periodically with two cyanotoxins, microcystin-LR (MC-LR) and cylindrospermopsin (CYN), at environmentally relevant cyanotoxins concentrations (10 μg L-1). The influence of various design factors, including plant species, porous media, and seasonality, was explored. The mesocosms achieved maximum MC-LR and CYN mass removal rates of 95 % and 98 %, respectively. CYN removal is reported for the first time in CWs mimicking horizontal sub-surface flow CWs. Planted mesocosms consistently outperformed unplanted mesocosms, with Phragmites australis exhibiting superior cyanotoxin mass removal compared to Juncus effusus. Considering evapotranspiration, J. effusus yielded the least cyanotoxin-concentrated effluent due to the lower water losses in comparison with P. australis. Using the P-kC* model, different scaling-up scenarios for future piloting were calculated and discussed. Additionally, bacterial community structure was analyzed through correlation matrices and differential taxa analyses, offering valuable insights into their removal of cyanotoxins. Nevertheless, attempts to validate microcystin-LR biotransformation via the known mlrA gene degradation pathway were unfruitful, indicating alternative enzymatic degradation pathways occurring in such complex CW systems. Further investigation into the precise molecular mechanisms of removal and the identification of transformation products is needed for the comprehensive understanding of cyanotoxin mitigation in CW. This study points towards the feasibility of horizontal sub-surface flow CWs to be employed to control cyanotoxins in irrigation or recreational waters.
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  • 文章类型: Journal Article
    如果蓝细菌产生诸如微囊藻毒素之类的蓝藻毒素,则藻类水华可能威胁人类健康。定期监测娱乐水域的微囊藻毒素浓度以告知管理行动是保护公众健康的工具;然而,监测氰基毒素是资源和时间密集的。识别可能产生微囊藻毒素的水体的统计模型可以帮助指导监测工作,但是湖泊和年份之间水华严重程度和蓝藻毒素产生的差异使得预测具有挑战性。我们评估了从一个季节的水质调查中开发的统计分类模型的技能,该模型具有较低的时间复制性,但具有广泛的空间覆盖范围,以预测随后几年是否可能在湖泊中检测到微囊藻毒素。我们使用了2017年至2021年之间来自爱荷华州(美国)128个湖泊的夏季监测数据,以建立和评估微囊藻毒素检测的预测模型,该模型是湖泊物理和化学属性的函数。流域特征,浮游动物丰富,和天气。根据2017年的数据建立的模型确定了pH值,总营养素浓度,和生态地理变量是该湖泊种群中微囊藻毒素检测的最佳预测因子。然后,我们将2017年分类模型应用于随后几年收集的数据,发现模型技能下降但在预测微囊藻毒素检测方面仍然有效(曲线下面积,AUC≥0.7)。我们评估了分类技能是否可以通过将前几年的监测数据吸收到模型中来提高,但是模型技能只有最低限度的增强。总的来说,分类模型在不同的气候条件下仍然可靠。最后,我们测试了早期的季节观测是否可以与训练过的模型相结合,为夏末的微囊藻毒素检测提供预警,但是模型技能在所有年份都很低,并且在两年内低于AUC阈值。这些建模练习的结果支持将建立在单季节采样数据上的相关分析应用于监测决策,但是在其他地区需要进行类似的调查,以便为这种方法在管理应用中的进一步证据。
    Algal blooms can threaten human health if cyanotoxins such as microcystin are produced by cyanobacteria. Regularly monitoring microcystin concentrations in recreational waters to inform management action is a tool for protecting public health; however, monitoring cyanotoxins is resource- and time-intensive. Statistical models that identify waterbodies likely to produce microcystin can help guide monitoring efforts, but variability in bloom severity and cyanotoxin production among lakes and years makes prediction challenging. We evaluated the skill of a statistical classification model developed from water quality surveys in one season with low temporal replication but broad spatial coverage to predict if microcystin is likely to be detected in a lake in subsequent years. We used summertime monitoring data from 128 lakes in Iowa (USA) sampled between 2017 and 2021 to build and evaluate a predictive model of microcystin detection as a function of lake physical and chemical attributes, watershed characteristics, zooplankton abundance, and weather. The model built from 2017 data identified pH, total nutrient concentrations, and ecogeographic variables as the best predictors of microcystin detection in this population of lakes. We then applied the 2017 classification model to data collected in subsequent years and found that model skill declined but remained effective at predicting microcystin detection (area under the curve, AUC ≥ 0.7). We assessed if classification skill could be improved by assimilating the previous years\' monitoring data into the model, but model skill was only minimally enhanced. Overall, the classification model remained reliable under varying climatic conditions. Finally, we tested if early season observations could be combined with a trained model to provide early warning for late summer microcystin detection, but model skill was low in all years and below the AUC threshold for two years. The results of these modeling exercises support the application of correlative analyses built on single-season sampling data to monitoring decision-making, but similar investigations are needed in other regions to build further evidence for this approach in management application.
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