Chemicals of emerging concern

新出现的关注的化学品
  • 文章类型: Journal Article
    由于释放到环境中的化学物质越来越多,非目标筛选(NTS)分析是提供环境污染物全面化学分析的必要工具。然而,NTS工作流程在使用常见的色谱高分辨率质谱(HRMS)方法检测已知和未知污染物时遇到挑战。未知因素的识别受到有限的元素组成信息的阻碍,和定量没有相同的参考标准是容易出错。为了解决这些问题,我们建议使用电感耦合等离子体质谱(ICP-MS)作为特定元素的检测器。由于其元素特异性响应和明确的化学成分信息,ICP-MS可以增强化合物鉴定的置信度并改善NTS的定量。此外,单个元素的质量平衡计算(F,Br,Cl,等。)启用对这些元素的总回收的评估和对NTS工作流的评估。尽管有好处,在NTS分析和环境监管中实施ICP-MS需要克服某些缺点和挑战,这里讨论的。
    Due to the increasing number of chemicals released into the environment, nontarget screening (NTS) analysis is a necessary tool for providing comprehensive chemical analysis of environmental pollutants. However, NTS workflows encounter challenges in detecting both known and unknown pollutants with common chromatography high-resolution mass spectrometry (HRMS) methods. Identification of unknowns is hindered by limited elemental composition information, and quantification without identical reference standards is prone to errors. To address these issues, we propose the use of inductively coupled plasma mass spectrometry (ICP-MS) as an element-specific detector. ICP-MS can enhance the confidence of compound identification and improve quantification in NTS due to its element-specific response and unambiguous chemical composition information. Additionally, mass balance calculations for individual elements (F, Br, Cl, etc.) enable assessment of total recovery of those elements and evaluation of NTS workflows. Despite its benefits, implementing ICP-MS in NTS analysis and environmental regulation requires overcoming certain shortcomings and challenges, which are discussed herein.
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  • 文章类型: Journal Article
    本文研究了石墨烯涂层砂(GCS)作为一种先进的过滤介质的潜力,用于改善水质和缓解处理过的市政废水中新兴关注的化学物质(CEC)。旨在加强水回用。这项研究利用了三种类型的沙子(渥太华,砌筑,和混凝土)涂有石墨烯,以评估表面形态的影响,粒子形状,和化学成分对涂层和过滤效率的影响。此外,对石墨烯涂层砂和活化石墨烯涂层砂进行了测试,以了解涂层和活化对过滤过程的影响。使用数字显微镜对材料进行了表征,拉曼光谱,扫描电子显微镜(SEM),和X射线衍射分析。材料去除浊度的效率,营养素,化学需氧量(COD),细菌,和特定的CECs(阿昔洛韦,泛鼠酸,左旋多巴,咪康唑,卡马西平,苯海拉明,厄贝沙坦,利多卡因,氯沙坦,和磺胺甲恶唑)进行了研究。我们的研究结果表明,GCS显着改善水质参数,除浊效率高,COD(去除率为14.1%和69.1%),和细菌污染物(64.9%和99.9%的去除率)。该研究还强调了该材料去除具有挑战性的CEC的能力,如磺胺甲恶唑(去除高达80%)和苯海拉明(去除高达90%),展示其作为水回用应用的可持续解决方案的潜力。本研究通过提供水处理中GCS的综合评价,为该领域做出了贡献。表明其从处理过的市政废水中去除CEC的潜力。
    This paper investigates the potential of graphene-coated sand (GCS) as an advanced filtration medium for improving water quality and mitigating chemicals of emerging concern (CECs) in treated municipal wastewater, aiming to enhance water reuse. The study utilizes three types of sand (Ottawa, masonry, and concrete) coated with graphene to assess the impact of surface morphology, particle shape, and chemical composition on coating and filtration efficiency. Additionally, sand coated with graphene and activated graphene coated sand were both tested to understand the effect of coating and activation on the filtration process. The materials were characterized using digital microscopy, Raman spectroscopy, scanning electron microscopy (SEM), and X-ray diffraction analysis. The material\'s efficiency in removing turbidity, nutrients, chemical oxygen demand (COD), bacteria, and specific CECs (Aciclovir, Diatrizoic acid, Levodopa, Miconazole, Carbamazepine, Diphenhydramine, Irbesartan, Lidocaine, Losartan, and Sulfamethoxazole) was studied. Our findings indicate that GCS significantly improves water quality parameters, with notable efficiency in removing turbidity, COD (14.1 % and 69.1 % removal), and bacterial contaminants (64.9 % and 99.9 % removal). The study also highlights the material\'s capacity to remove challenging CECs like Sulfamethoxazole (up to 80 % removal) and Diphenhydramine (up to 90 % removal), showcasing its potential as a sustainable solution for water reuse applications. This research contributes to the field by providing a comprehensive evaluation of GCS in water treatment, suggesting its potential for removing CECs from treated municipal wastewater.
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  • 文章类型: Journal Article
    本研究旨在研究与集水区相关的废水中微污染物的空间分布。以及他们的环境风险和命运。从丹麦的八个WWTP中收集了约24小时流量成比例的废水(n=26)。从这些WWTP中的五个收集相应的流入物样品(n=20)。样品通过多层固相富集,并通过液相色谱-高分辨率质谱和具有高分辨率质谱检测的全面二维气相色谱进行分析。我们从至少一个流入或流出废水样品中的291种微污染物列表中检测并量化了79种微污染物。由此,我们发现54种微污染物在废水处理过程中浓度下降,而O-去甲基文拉法辛,卡马西平,阿米替林,苯并噻唑,terbutryn,通过污水处理厂,西酞普兰的浓度增加。使用Raphidocelissubcapitata通过EC50评估了废水样品的毒性(R。头状下)和LC50使用甲壳类大型蚤(D.麦格纳),其中检测到六种微污染物高于预测的无效应浓度。我们的研究表明,集水区影响废水的微污染物组成。在19种药物中,从销售数量和人类排泄物中预测进水废水中测得的浓度在10倍之内,这表明了集水区对微污染物组成的强烈影响。
    This study aimed to investigate the spatial distribution of micropollutants in wastewater related to catchment area, and their environmental risks and fate. About 24-h flow proportional effluent (n = 26) wastewater samples were collected from eight WWTPs across Denmark. From five of these WWTPs corresponding influent samples (n = 20) were collected. Samples were enriched by multi-layer solid phase and analysed by liquid chromatography-high-resolution mass spectrometry and comprehensive two-dimensional gas chromatography with high-resolution mass spectrometry detection. We detected and quantified 79 micropollutants from a list of 291 micropollutants in at least one influent or effluent wastewater sample. From this we found that 54 micropollutants decreased in concentrations during wastewater treatment, while O-desmethylvenlafaxine, carbamazepine, amitriptyline, benzothiazole, terbutryn, and citalopram increased in concentrations through the WWTP.The toxicity of effluent wastewater samples was assessed by EC50 using Raphidocelis subcapitata (R. subcapitata) and LC50 using the crustacean Daphnia magna (D. Magna), for which six micropollutants were detected above the predicted no-effect concentration. Our study demonstrates that catchment area influences the micropollutant composition of wastewater. Out of 19 pharmaceuticals, the measured concentration in influent wastewater was predicted within a factor of 10 from sale numbers and human excretion, which demonstrates the strong influence of catchment area on micropollutant composition.
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  • 文章类型: Journal Article
    室内灰尘是数百种有机化学物质的水槽,人类可能会通过室内活动接触到这些。这项研究使用气相色谱(GC)-Orbitrap的可疑和非目标筛查,调查了丹麦幼儿园室内粉尘中潜在有害的半挥发性有机污染物,由使用GC低分辨率质谱(LRMS)的目标分析支持。有一个或多个毒理学终点的41种化学物质的可疑清单,即内分泌干扰,致癌性,神经毒性和变应原性,已知或怀疑存在于室内灰尘中,包括邻苯二甲酸酯和非邻苯二甲酸酯增塑剂,阻燃剂,双酚,杀生物剂,紫外线过滤器和其他塑料添加剂。其中,在室内灰尘样品中检测到29种污染物,还包括一些被禁止或限制多年的化合物。此外,通过非目标筛选初步鉴定了22种化学物质。以前在丹麦室内灰尘中未检测到几种化学物质。已知大多数检测到的化学物质可能对人类健康有害,而对其余化合物的危害评估表明对人类的风险有限。然而,本次风险评估未特别考虑儿童.
    Indoor dust is a sink of hundreds of organic chemicals, and humans may potentially be exposed to these via indoor activities. This study investigated potentially harmful semi-volatile organic contaminants in indoor dust from Danish kindergartens using suspect and non-target screening on gas chromatography (GC)-Orbitrap, supported by target analyses using GC-low resolution mass spectrometry (LRMS). A suspect list of 41 chemicals with one or more toxicological endpoints, i.e. endocrine disruption, carcinogenicity, neurotoxicity and allergenicity, known or suspected to be present in indoor dust, was established including phthalate and non-phthalate plasticizers, flame retardants, bisphenols, biocides, UV filters and other plastic additives. Of these, 29 contaminants were detected in the indoor dust samples, also including several compounds that had been banned or restricted for years. In addition, 22 chemicals were tentatively identified via non-target screening. Several chemicals have not previously been detected in Danish indoor dust. Most of the detected chemicals are known to be potentially harmful for human health while hazard assessment of the remaining compounds indicated limited risks to human. However, children were not specifically considered in this hazard assessment.
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  • 文章类型: Journal Article
    由环境中低浓度的合成有机化学物质引起的化学污染对水生生态系统的生态状况构成了越来越大的威胁。这些化学物质通过废水处理厂(WWTP)处理过的和未经处理的废水定期释放到地表水中,农业径流,和工业排放。因此,它们积聚在地表水中,根据其物理化学性质在环境隔室中分布,并对水生生物造成不良影响。不幸的是,缺乏有关合成有机化学品发生的数据,今后微污染物,在南美淡水生态系统中,尤其是在智利。为了解决这个研究空白,我们提供了一个全面的数据集,包括153种新兴化学物质的浓度,包括杀虫剂,药品和个人护理产品(PPCP),表面活性剂,和工业化学品。发现这些化学物质在智利中部的地表水中共存,特别是在阿空加瓜河流域。我们的采样策略包括从不同土地利用的河流和河流中收集地表水样本,比如农业,城市地区,和自然保护区。对于样品提取,我们采用了现场大容量固相萃取(LVSPE)装置。然后使用气相色谱和液相色谱高分辨率质谱(GC-和LC-HRMS)对所得环境提取物进行广泛的化学靶标筛选。我们提供的数据集在评估水体的化学状态方面具有重要价值。它可以对不同淡水系统中与新兴化学物质相关的污染指纹进行比较分析。此外,这些数据可以重新用于环境风险评估研究。它的利用将有助于更好地了解化学污染对水生生态系统的影响和程度,促进制定有效的缓解战略。
    Chemical pollution caused by synthetic organic chemicals at low concentrations in the environment poses a growing threat to the ecological status of aquatic ecosystems. These chemicals are regularly released into surface waters through both treated and untreated effluents from wastewater treatment plants (WWTPs), agricultural runoff, and industrial discharges. Consequently, they accumulate in surface waters, distribute amongst environmental compartments according to their physicochemical properties, and cause adverse effects on aquatic organisms. Unfortunately, there is a lack of data regarding the occurrence of synthetic organic chemicals, henceforth micropollutants, in South American freshwater ecosystems, especially in Chile. To address this research gap, we present a comprehensive dataset comprising concentrations of 153 emerging chemicals, including pesticides, pharmaceutical and personal care products (PPCPs), surfactants, and industrial chemicals. These chemicals were found to co-occur in surface waters within Central Chile, specifically in the River Aconcagua Basin. Our sampling strategy involved collecting surface water samples from streams and rivers with diverse land uses, such as agriculture, urban areas, and natural reserves. For sample extraction, we employed an on-site large-volume solid phase extraction (LVSPE) device. The resulting environmental extracts were then subjected to wide-scope chemical target screening using gas chromatography and liquid chromatography high-resolution mass spectrometry (GC- and LC-HRMS). The dataset we present holds significant value in assessing the chemical status of water bodies. It enables comparative analysis of pollution fingerprints associated with emerging chemicals across different freshwater systems. Moreover, the data can be reused for environmental risk assessment studies. Its utilisation will contribute to a better understanding of the impact and extent of chemical pollution in aquatic ecosystems, facilitating the development of effective mitigation strategies.
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  • 文章类型: Journal Article
    持久性,mobile,和有毒物质(PMT)正在影响饮用水的安全,并威胁着环境和人类健康。许多PMT物质用于工业加工或消费品,但它们的来源和排放大多仍不清楚。本研究提出了三聚氰胺的长期来源分布和排放估算,一种正在引起全球关注的高产量PMT物质。结果表明,在中国,大约1858.7千吨(kt)的三聚氰胺被释放到水中(~58.9%),空气(~27.0%),1995年至2020年期间,土壤系统(~14.1%),主要来自其在装饰板中的生产和使用,纺织品,和造纸工业。纺织和造纸工业的排放与消费比率最高,每单位消耗的排放量超过90%。污水处理厂是目前环境中三聚氰胺的最大来源,但在用产品及其废物将成为未来重要的三聚氰胺来源。该研究促使在国际上采取优先行动来控制PMT物质的风险。
    Persistent, mobile, and toxic (PMT) substances are affecting the safety of drinking water and are threatening the environment and human health. Many PMT substances are used in industrial processing or consumer products, but their sources and emissions mostly remain unclear. This study presents a long-term source distribution and emission estimation of melamine, a high-production-volume PMT substance of emerging global concern. The results indicate that in China, approximately 1858.7 kilotonnes (kt) of melamine were released into the water (∼58.9%), air (∼27.0%), and soil systems (∼14.1%) between 1995 and 2020, mainly from its production and use in the decorative panels, textiles, and paper industries. The textile and paper industries have the highest emission-to-consumption ratios, with more than 90% emissions per unit consumption. Sewage treatment plants are the largest source of melamine in the environment for the time being, but in-use products and their wastes will serve as significant melamine sources in the future. The study prompts priority action to control the risk of PMT substances internationally.
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  • 文章类型: Journal Article
    非目标分析(NTA)已成为全面监测暴露组中新兴关注化学品(CEC)的一种有价值的方法。NTA方法可以从理论上鉴定具有不同物理化学性质和来源的化合物。尽管它们是通用的,范围很广,非目标分析方法在涵盖化学空间方面有局限性,因为每个样本中已识别的化学物质的数量非常低(例如,≤5%)。调查每个NTA测定所涵盖的化学空间对于理解与工作流程相关的限制和挑战至关重要。从实验方法到数据采集和数据处理技术。在这次审查中,我们检查了2017年至2023年间发表的最新NTA研究,这些研究采用了液相色谱-高分辨率质谱。记录了每项研究中使用的参数,并检索了置信水平1和2的报告化学品。对所选择的实验设置和报告质量进行了严格的评估和讨论。我们的发现表明,只有大约2%的估计化学空间被这项审查调查的NTA研究覆盖。由于NTA研究的一般和广泛的范围,在实验设置和观察到的覆盖范围之间几乎没有发现趋势。审查的NTA研究对化学空间的有限覆盖强调了在实验和数据处理设置中采用更全面方法的必要性,以便能够探索更广泛的化学空间,以保护人类和环境健康为最终目标。提出了进一步探索更广泛的化学空间的建议。
    Non-targeted analysis (NTA) has emerged as a valuable approach for the comprehensive monitoring of chemicals of emerging concern (CECs) in the exposome. The NTA approach can theoretically identify compounds with diverse physicochemical properties and sources. Even though they are generic and have a wide scope, non-targeted analysis methods have been shown to have limitations in terms of their coverage of the chemical space, as the number of identified chemicals in each sample is very low (e.g., ≤5%). Investigating the chemical space that is covered by each NTA assay is crucial for understanding the limitations and challenges associated with the workflow, from the experimental methods to the data acquisition and data processing techniques. In this review, we examined recent NTA studies published between 2017 and 2023 that employed liquid chromatography-high-resolution mass spectrometry. The parameters used in each study were documented, and the reported chemicals at confidence levels 1 and 2 were retrieved. The chosen experimental setups and the quality of the reporting were critically evaluated and discussed. Our findings reveal that only around 2% of the estimated chemical space was covered by the NTA studies investigated for this review. Little to no trend was found between the experimental setup and the observed coverage due to the generic and wide scope of the NTA studies. The limited coverage of the chemical space by the reviewed NTA studies highlights the necessity for a more comprehensive approach in the experimental and data processing setups in order to enable the exploration of a broader range of chemical space, with the ultimate goal of protecting human and environmental health. Recommendations for further exploring a wider range of the chemical space are given.
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  • 文章类型: Journal Article
    鱼类作为暴露于新兴关注污染物(CEC)的指标-化学品,如药品,荷尔蒙,和个人护理产品-通常旨在影响脊椎动物。为了调查鱼类健康和原位CECs,我们评估了明尼苏达州东北部水体中暴露于CEC的野生鱼类的健康状况,这些水体具有不同的人为压力和CEC暴露:沿海岸线没有人类发育的水体,那些有发展的人,以及直接接收处理过的废水的那些。然后,我们比较了三种方法来评估在自然环境中暴露于CECs的鱼类的健康:精制鱼类健康评估指数(rFHI),组织病理学指标,和高通量(ToxCast)体外测定。最后,我们绘制了与确定的ToxCast测定相关的不良结果途径(AOPs),以确定水生系统内生物组织水平的潜在影响。这些方法适用于2017年和2019年从大Portage印第安人保留区(GPIR)和1854CedeTerritory收集的自给鱼。总的来说,在鱼组织中检测到24个CEC,除了一个位点之外的所有位点都具有至少一个检测。这些工具的组合实施表明,暴露于CECs的生存鱼具有组织学和宏观组织和器官异常;尽管,无法建立直接的因果关系。未开发地点的鱼类健康状况很差,或者有时更穷,基于总体和组织学组织病变,在发达和废水废水受影响的地点比鱼类更重要。AOP揭示了单个CEC对鱼类的潜在危险途径。更好地了解CEC如何影响捕捞的野生鱼类的健康,可能有助于优先考虑风险管理研究工作,并最终可用于指导渔业管理和公共卫生决策。
    Fish serve as indicators of exposure to contaminants of emerging concern (CECs)-chemicals such as pharmaceuticals, hormones, and personal care products-which are often designed to impact vertebrates. To investigate fish health and CECs in situ, we evaluated the health of wild fish exposed to CECs in waterbodies across northeastern Minnesota with varying anthropogenic pressures and CEC exposures: waterbodies with no human development along their shorelines, those with development, and those directly receiving treated wastewater effluent. Then, we compared three approaches to evaluate the health of fish exposed to CECs in their natural environment: a refined fish health assessment index, a histopathological index, and high-throughput (ToxCast) in vitro assays. Lastly, we mapped adverse outcome pathways (AOPs) associated with identified ToxCast assays to determine potential impacts across levels of biological organization within the aquatic system. These approaches were applied to subsistence fish collected from the Grand Portage Indian Reservation and 1854 Ceded Territory in 2017 and 2019. Overall, 24 CECs were detected in fish tissues, with all but one of the sites having at least one detection. The combined implementation of these tools revealed that subsistence fish exposed to CECs had histological and macroscopic tissue and organ abnormalities, although a direct causal link could not be established. The health of fish in undeveloped sites was as poor, or sometimes poorer, than fish in developed and wastewater effluent-impacted sites based on gross and histologic tissue lesions. Adverse outcome pathways revealed potential hazardous pathways of individual CECs to fish. A better understanding of how the health of wild fish harvested for consumption is affected by CECs may help prioritize risk management research efforts and can ultimately be used to guide fishery management and public health decisions. Integr Environ Assess Manag 2024;20:846-863. © 2023 The Authors. Integrated Environmental Assessment and Management published by Wiley Periodicals LLC on behalf of Society of Environmental Toxicology & Chemistry (SETAC).
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  • 文章类型: Journal Article
    地下水是北卡罗莱纳州沿海(NC)的主要饮用水供应,但是,极端降雨事件和洪水的强度增加可能会加剧地表和地下过程,这些过程为该地区主要的密闭含水层中的井提供人为化学物质。我们使用NC沿海平原的NC环境质量部井监测网络中的水淹井和未水淹井评估了地下水中新兴关注的有机化学品(CEC)和tri的存在。在研究期间,水淹井在井套管周围至少经历了一次积水。氚浓度,这表明现代水的存在(1953年后补给的水),淹没井的地下水明显高于未淹没井。在密闭含水层中,在水淹井(206m)的深度比未水淹井(100m)的深度更大。对150个地下水样品进行的可疑筛查高分辨率质谱(HRMS)分析总共产生了382种独特的有机化学物质。每个地下水样本包含,平均而言,来自NIST20质谱数据库(M1)的19种初步鉴定的化学物质和9种USEPAToxCast化学物质。每个样本的初步确定的化学品数量在含水层之间没有显着差异,这表明在非封闭和封闭含水层中普遍存在检测到的CEC。来自水井的地下水中现代水的存在与某些有机污染物类别的较高检测频率相吻合,特别是药物,食品添加剂,和受管制的芳烃。这些结果表明,在洪水事件期间,非封闭和封闭含水层中的水井都容易受到现代水污染;这一发现对沿海社区具有至关重要的公共卫生意义。
    Groundwater is a primary potable water supply for coastal North Carolina (NC), but the increased intensity of extreme rainfall events and floods may exacerbate surface and subsurface processes that contribute anthropogenic chemicals to wells in the major confined aquifers of this region. We evaluated groundwater for organic chemicals of emerging concern (CEC) and the presence of tritium using flooded and not-flooded wells in the NC Department of Environmental Quality well monitoring network across the NC Coastal Plain. Flooded wells experienced standing water around the well casing at least once during the study period. Tritium concentrations, which indicate modern water presence (water recharged after 1953), were significantly greater in groundwater from flooded wells than not-flooded wells. In confined aquifers, modern water was detected at greater depths in flooded wells (206 m) than not-flooded wells (100 m). Suspect-screening high resolution mass spectrometry (HRMS) analysis of 150 groundwater samples yielded a total of 382 unique organic chemicals. Each groundwater sample contained, on average, 19 tentatively identified chemicals from the NIST 20 mass spectral database (M1) and 9 USEPA ToxCast chemicals. The number of tentatively-identified chemicals per sample was not significantly different among aquifers demonstrating the pervasive presence of the detected CECs in unconfined and confined aquifers. The presence of modern water in groundwater from flooded wells coincided with higher detection frequencies of certain organic contaminant classes, particularly pharmaceuticals, food additives, and regulated aromatic hydrocarbons. These results indicate that wells in both unconfined and confined aquifers are susceptible to modern water contamination during flood events; this finding has critical public health implications for coastal communities.
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  • 文章类型: Journal Article
    基于高分辨率质谱(HRMS)的非目标分析与离子迁移谱(IMS)相结合的方法正在获得动力,因为它具有提供互补信息的能力,这些信息可用于鉴定未知的有机化学物质,以支持努力解开化学暴露的复杂性。海洋环境中的化学物质暴露,虽然不像淡水同行那样研究得很好,对化学多样性来说并不陌生,特别是在涉及潜在的生物蓄积性和生物活性的多卤化有机污染物和天然产物时。在这项工作中,我们详细介绍了如何利用IMS-HRMS与气相色谱分离和大气压化学电离(APCI)相结合来注释从法国沿海25个地点收集的法国双壳类动物中的多卤化有机化学品。我们描述了我们如何使用开放的化学信息学工具来利用同位素模式,同位素比,Kendrick肿块缺损(Cl量表),和碰撞横截面(CCS),以便注释157个卤化特征(级别1:54、级别2:47、级别3:50和级别4:6)。KMD与CCS图有助于将特征分组为11种化合物类别,该曲线显示了潜在结构相关化合物的共同聚集。对这些特征进行了半量化,以深入了解这些卤化特征在法国海岸的分布,最终使我们能够区分受人类学影响更大的地点与潜在生物多样性的地点。
    High resolution mass spectrometry (HRMS)-based non-target analysis coupled with ion mobility spectrometry (IMS) is gaining momentum due to its ability to provide complementary information which can be useful in the identification of unknown organic chemicals in support of efforts in unraveling the complexity of the chemical exposome. The chemical exposome in the marine environment, though not as well studied as its freshwater counterparts, is not foreign to chemical diversity specially when it comes to potentially bioaccumulative and bioactive polyhalogenated organic contaminants and natural products. In this work we present in detail how we utilized IMS-HRMS coupled with gas chromatographic separation and atmospheric pressure chemical ionization (APCI) to annotate polyhalogenated organic chemicals in French bivalves collected from 25 sites along the French coasts. We describe how we used open cheminformatic tools to exploit isotopologue patterns, isotope ratios, Kendrick mass defect (Cl scale), and collisional cross section (CCS), in order to annotate 157 halogenated features (level 1: 54, level 2: 47, level 3: 50, and level 4: 6). Grouping the features into 11 compound classes was facilitated by a KMD vs CCS plot which showed co-clustering of potentially structurally-related compounds. The features were semi-quantified to gain insight into the distribution of these halogenated features along the French coast, ultimately allowing us to differentiate between sites that are more anthropologically impacted versus sites that are potentially biodiverse.
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