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Life Cycle Environmental Impacts of Sewage Sludge Pyrolysis and Their Dynamic Evolution. 污泥热解生命周期环境影响及其动态演化
IF 7.7 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-10-27 eCollection Date: 2025-11-19 DOI: 10.1021/acsenvironau.5c00097
Jan Matuštík, Aleš Paulu, Jaroslav Moško, Michael Pohořelý

Thermal methods, especially pyrolysis with biochar production, are emerging as potential solutions for sewage sludge treatment. Life cycle assessment (LCA) is commonly used to evaluate environmental impacts, and the promising performance of pyrolysis has been demonstrated in previous LCA studies. This study goes into further detail in impact analysis by applying prospective and dynamic LCA while incorporating multiple approaches to consider biogenic carbon emissions. The results show that the system provides climate benefits over a 100 year period, with findings remaining robust despite variability in facility parameters and uncertainties in model assumptions. The prospective LCA results indicate that the climate balance of the system is expected to improve over the years. The dynamic analysis demonstrates that the system provides significant temporal carbon capture, which gradually decreases as biochar decomposes in soil. Taking two perspectives on biogenic carbon accounting reveals how the results can be affected by methodological decisions. This study offers a more detailed view of the dynamic evolution of climate impacts across the facility's entire operational lifetime.

热法,特别是热解与生物炭生产,正在成为污水污泥处理的潜在解决方案。生命周期评价(LCA)是一种常用的环境影响评价方法,前期的研究已经证明了热解的良好性能。本研究通过应用前瞻性和动态LCA,结合多种方法考虑生物源性碳排放,进一步详细介绍了影响分析。结果表明,该系统在100年期间提供气候效益,尽管设施参数存在变化和模式假设存在不确定性,但结果仍然稳健。未来LCA结果表明,未来几年该系统的气候平衡有望改善。动态分析表明,该系统提供了显著的时间碳捕获,随着生物炭在土壤中的分解,碳捕获逐渐减少。对生物碳核算采取两种观点,揭示了方法决策如何影响结果。这项研究提供了一个更详细的观点,气候影响的动态演变在整个设施的运行寿命。
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引用次数: 0
Foreseeable Co-occurring O3 and PM2.5 Pollution in Eastern China Driven by Climate Teleconnections. 气候遥相关驱动下中国东部可预见的O3和PM2.5共现污染
IF 7.7 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-10-07 eCollection Date: 2025-11-19 DOI: 10.1021/acsenvironau.5c00164
Xiaorui Zhang, Meng Gao, Gregory R Carmichael

The co-occurrence of surface ozone (O3) and particulate matter (PM2.5) pollution (COP) has been frequently observed in China, particularly in the North China Plain (NCP) during warmer months, posing significant threats to human health and ecosystems. However, the impact of climate factors on COP remains inadequately understood. This study identifies three major modes of interannual variability in the COP frequency in Eastern China, revealing a consistent spatial pattern, a North-south dipole, and heightened sensitivity in coastal regions. These modes are linked to preseasonal cooling sea surface temperatures (SSTs) in the Western Pacific Ocean, Arctic sea ice (SI) loss near the Barents Sea, and North Atlantic tripole SST anomalies associated with the North Atlantic Oscillation, respectively. Both observations and model simulations confirm that Western Pacific cooling suppresses the Western Pacific subtropical high, promoting pollutant accumulation in the NCP; Barents Sea SI loss triggers atmospheric wave trains, facilitating water vapor transport to southern China and air pollutants transport to Northern China, resulting in a North-south dipole in COP frequency; and North Atlantic Oscillation (NAO)-driven SST anomalies generate westerly wind anomalies, driving pollutants to coastal regions of Eastern China. A model that incorporates preseasonal SST and SI signals is demonstrated to be capable of predicting COP frequency three months in advance. Our results could allow the Chinese government to improve plans for pollution control and safeguard the health of both humans and ecosystems.

地表臭氧(O3)和颗粒物(PM2.5)污染(COP)在中国频繁出现,特别是在温暖月份的华北平原(NCP),对人类健康和生态系统构成重大威胁。然而,气候因素对缔约方会议的影响仍未得到充分认识。本研究确定了中国东部COP频率年际变化的三种主要模态,呈现出一致的空间模式、南北偶极子模式和沿海地区的高敏感性。这些模态分别与西太平洋的季前冷却海表温度(SST)、巴伦支海附近的北极海冰(SI)损失以及与北大西洋涛动相关的北大西洋三极海表温度异常有关。观测和模式模拟均证实西太平洋变冷抑制了西太平洋副热带高压,促进了北太平洋污染物的积累;巴伦支海SI损失触发大气波列,促进水汽向中国南方输送和空气污染物向中国北方输送,导致COP频率呈南北偶极子;北大西洋涛动(NAO)驱动的海温异常产生西风异常,将污染物输送到中国东部沿海地区。一个结合季节前海温和SI信号的模式被证明能够提前三个月预测COP频率。我们的研究结果可以让中国政府改进污染控制计划,保护人类和生态系统的健康。
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引用次数: 0
Per- and Polyfluoroalkyl Substances (PFAS) in Sub-Antarctic Seabirds: Insights into Long-Range Transport and Bioaccumulation of Legacy and Replacement Chemicals. 亚南极海鸟体内的全氟和多氟烷基物质(PFAS):对遗留和替代化学品的远距离运输和生物积累的见解。
IF 7.7 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-10-03 eCollection Date: 2025-11-19 DOI: 10.1021/acsenvironau.5c00102
Imogen R Bailes, Richard A Phillips, Jonathan L Barber, Sara Losada, Lloyd S Peck, Christopher Green, Andrew J Sweetman

Per- and polyfluoroalkyl substances (PFAS) are widespread environmental pollutants that can bioaccumulate in biota and cause a variety of adverse effects. Seabirds are useful bioindicators of pollutants in marine food webs because they are apex predators with broadly known diets and distributions, and concentrations in their tissues therefore reflect background exposure in particular regions and ecosystems. Concentrations of PFAS are high in seabirds in the Northern Hemisphere, but there have been few studies in the Southern Hemisphere, particularly in the sub-Antarctic, and these mostly involved a limited target list of PFAS. We detected 22 PFAS, of a target list of 39 compounds, in three species of procellariform seabirds (albatrosses and petrels) with different diets and migration strategies, sampled in two areas in the southwest Atlantic Ocean in 2004-2014. PFAS concentrations are reported for the first time in common diving petrels and white-chinned petrels. Concentrations in liver tissue varied significantly among species and years, with ΣPFAS ranging over 2 orders of magnitude from 0.08 to 7.5 ng/g (ww). Despite this variation in total concentrations, chemical contamination profiles were broadly similar, comprising mainly perfluorooctanesulfonic acid (PFOS) (∼80%) and perfluoroalkyl carboxylic acids (PFCAs) (∼15%), suggesting PFAS fingerprints are much the same despite the contrasting diets, trophic levels and distributions. This signature closely reflects mixtures found in south Atlantic waters and provides evidence of long-range transport of atmospheric precursors. Emerging compounds of concern including hexafluoropropylene oxide dimer acid (HFPO-DA), dodeceafluoro-3H-,4,8-dioxanonoate (ADONA), and short-chain perfluoroalkyl acids (PFAAs) were detected in some samples. This study provides evidence of contamination in biota and highlights the value of biomonitoring of remote environments.

全氟和多氟烷基物质(PFAS)是广泛存在的环境污染物,可在生物群中生物积累并引起各种不良影响。海鸟是海洋食物网中污染物的有用生物指示器,因为它们是具有广泛已知的饮食和分布的顶级捕食者,因此其组织中的浓度反映了特定地区和生态系统的背景暴露。在北半球的海鸟中,PFAS的浓度很高,但在南半球,特别是在亚南极地区的研究很少,而且这些研究大多涉及有限的PFAS目标清单。2004-2014年,我们在西南大西洋的两个区域取样了三种不同饮食和迁徙策略的前心海鸟(信天翁和海燕),在39种化合物的目标清单中检测到22种PFAS。本文首次报道了普通海燕和白颌海燕的PFAS浓度。不同物种和年份的肝脏组织中的浓度差异显著,ΣPFAS在0.08 ~ 7.5 ng/g (ww)范围内变化超过2个数量级。尽管总浓度存在差异,但化学污染谱大致相似,主要包括全氟辛烷磺酸(PFOS)(~ 80%)和全氟烷基羧酸(PFCAs)(~ 15%),这表明尽管饮食、营养水平和分布存在差异,但PFAS指纹图谱大致相同。这一特征密切反映了在南大西洋水域发现的混合物,并提供了大气前体远距离传输的证据。在一些样品中检测到令人关注的新化合物,包括六氟环氧丙烷二聚酸(HFPO-DA)、十二氟- 3h - 4,8-二氧膦酸酯(ADONA)和短链全氟烷基酸(PFAAs)。本研究提供了生物群污染的证据,并强调了远程环境生物监测的价值。
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引用次数: 0
Molecular Characterization of Humic and Fulvic Acids of Waterlogged and Well-Drained Amazonian Podzols. 浸水和排水良好的亚马逊灰土腐殖酸和黄腐酸的分子特征。
IF 7.7 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-09-25 eCollection Date: 2025-11-19 DOI: 10.1021/acsenvironau.5c00045
Amanda M Tadini, Aleksandar I Goranov, Stéphane Mounier, Débora M B P Milori, Célia R Montes, Patrick G Hatcher

The Amazon rainforest is the largest tropical rainforest in the world. Amazonian Podzol soils, characteristic of this region, are known to store substantial amounts of organic carbon in both their surface and deep horizons. Despite decades of research, the molecular-level composition of these soils remains uncharacterized. This study addresses this knowledge gap by employing ultrahigh resolution mass spectrometry, namely, Fourier transform-ion cyclotron resonance-mass spectrometry (FT-ICR-MS), to determine the molecular composition of humic acid (HA) and fulvic acid (FA) fractions from two Amazonian Podzol profiles of varying levels of groundwater exposure (waterlogged vs well-drained). In the waterlogged soil compounds containing nitrogen, sulfur, or phosphorus (NSP) decreased with increasing depth while labile carboxyl-containing aliphatic molecules (CCAM) increased. CCAM were likely preserved through complexation with metals or from kinetically stalled degradation processes. In the well-drained soil compounds containing NSP increased with increasing depth likely due to elevated microbial productivity in the deeper horizons. Oxidation reactions in the well-drained soil profile also led to the production of condensed aromatic compounds (ConAC), which were responsible for the significant carbon sequestration observed in the deeper horizons. The molecular fingerprints of the samples of this study could be successfully parametrized by the nominal oxidation state of carbon (NOSC) derived from FT-ICR-MS suggesting this metric for tracing the podzolization process in future studies of podzol soils. The findings of this study demonstrate the utility of molecular fingerprinting in soil science and emphasize the critical role of hydrology on the molecular composition and carbon dynamics of Amazonian Podzol soils.

亚马逊雨林是世界上最大的热带雨林。亚马逊灰化土是该地区的特征,在其表层和深层都储存了大量的有机碳。尽管经过了几十年的研究,这些土壤的分子水平组成仍然不明确。本研究通过采用超高分辨率质谱法,即傅里叶变换-离子回旋共振-质谱法(FT-ICR-MS)来解决这一知识差距,以确定两个亚马逊Podzol剖面中不同水平地下水暴露(涝渍与排水良好)的腐植酸(HA)和黄腐酸(FA)组分的分子组成。在浸水土壤中,含氮、硫、磷化合物(NSP)随深度的增加而减少,而不稳定的含羧基脂肪分子(CCAM)则增加。CCAM可能是通过与金属络合或动力学停滞的降解过程保存下来的。在排水良好的土壤中,含NSP的化合物随着深度的增加而增加,这可能是由于较深土层中微生物生产力的提高。在排水良好的土壤剖面中,氧化反应也导致了缩合芳香族化合物(ConAC)的产生,这是在较深的层位中观察到的显著固碳的原因。本研究样品的分子指纹可以通过FT-ICR-MS得到的标称碳氧化态(NOSC)成功地参数化,这表明该指标可以在未来的灰化土研究中追踪灰化土过程。本研究结果证明了分子指纹技术在土壤科学中的应用,并强调了水文在亚马逊灰化土分子组成和碳动态中的关键作用。
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引用次数: 0
Spatially Informed Wastewater Differentiation among Locations during an Ongoing Measles Outbreak in Texas, USA. 在美国德克萨斯州持续的麻疹暴发期间,不同地点之间的空间信息污水分化。
IF 7.7 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-09-16 eCollection Date: 2025-11-19 DOI: 10.1021/acsenvironau.5c00122
Laura M Langan, Fallon L Bain, Christine C Snow, Janelle Oldfather, Olivia Sagvold, Kacie Kaneshiro, Charlotte Nwagwu, HyeongYoung Choi, Adam R Wronski, Md Alamin, R Sean Norman, Audrey Robertson, Layla Lustri, Victoria Salinas, Heidi K Bojes, Bryan W Brooks

Though reverse transcription-quantitative polymerase chain reaction (RT-qPCR), RT digital PCR (RT-dPCR), and RT digital droplet PCR (RT-ddPCR) are commonly used for wastewater-based epidemiology and surveillance (WBE/WBS), differences among the platforms exist. While RT-ddPCR has been suggested as an ideal approach to use globally for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) monitoring, access to RT-qPCR instrumentation is more widely available in many regions, and it is more economical. Subsequently, a larger number of studies have used RT-qPCR for SARS-CoV-2 wastewater monitoring, along with additional pathogens that can be detected with WBS. In this study, we employed RT-qPCR and RT-dPCR platforms for the comparative detection of vaccine (A genotype Edmonston) and wild-type (D8 genotype) measles RNA from wastewater in nearby cities separated by <50 km during an ongoing measles outbreak in Texas, USA, in addition to several other locations up to 30-1400 km from the outbreak location. The limit of detection (LOD) for each methodology was evaluated using a synthetic gBlock DNA gene fragment of known concentrations, with comparable LODs identified for both the RT-dPCR (∼0.5 gc/μL) and RT-qPCR (∼0.4 gc/μL) platforms. Using composite supernatant-solid wastewater samples, RNA aliquots were analyzed on each platform in parallel. The RT-qPCR platform demonstrated a higher detection rate than RT-dPCR for the vaccine strain quantified in wastewater samples, with equivalent detections for the wild-type strain in both platforms, and notable differences in the gene copies quantified in wastewater based on the platform. Our study identifies that regardless of PCR methodology employed, WBS is a particularly valuable approach for the spatially informed differentiation of measles during rapid response to an active outbreak.

虽然逆转录-定量聚合酶链反应(RT- qpcr)、RT-数字PCR (RT- dpcr)和RT-数字滴PCR (RT- ddpcr)是废水流行病学和监测(WBE/WBS)常用的方法,但不同平台之间存在差异。虽然RT-ddPCR已被认为是在全球范围内用于监测严重急性呼吸综合征冠状病毒2 (SARS-CoV-2)的理想方法,但RT-qPCR仪器在许多地区更为广泛,而且更经济。随后,大量研究使用RT-qPCR对SARS-CoV-2废水进行监测,以及可通过WBS检测到的其他病原体。本研究采用RT-qPCR和RT-dPCR平台,从邻近城市的废水中比较检测疫苗(A基因型Edmonston)和野生型(D8基因型)麻疹RNA
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引用次数: 0
Insights into Microbial Enzymatic Biodegradation of Plastics and Microplastics: Technological Updates. 微生物酶生物降解塑料和微塑料的见解:技术更新。
IF 7.7 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-09-11 eCollection Date: 2025-11-19 DOI: 10.1021/acsenvironau.5c00033
Guddu Kumar Gupta, Mandeep Dixit, Eetika Chot, Pratyoosh Shukla

The massive usage of synthetic plastics in modern life has led to plastic waste generation, and its accumulation is a key concern for the environment and human health. Therefore, plastic is a growing environmental burden because of its small size, stability, and high recalcitrance, needing urgent advancements in plastic waste management. Plastics combined with cocontaminants, i.e., heavy metals, pharmaceutical toxicants, and other plasticizers, can cause serious environmental issues. Hence, an efficient and scalable method based on enzymes and biotechnological approaches is required for sustainable microplastic degradation. The present review focuses on the advanced and emerging biotechnological approaches for plastic and microplastic degradation, i.e., genetic engineering and genome editing tools. The review also discusses the challenges encountered in degradation viz. the depolymerization rate of microplastics and the intrinsic and extrinsic factors, such as degrees of crystallinity, chemical structure, functional group, and molecular weight. Furthermore, the insight in this study is useful to the researchers and scientific communities investigating plastic degradation. Thus, future research can be focused on microbial metabolites and improving catalytic efficiency with extrinsic conditions involved in these processes.

合成塑料在现代生活中的大量使用导致了塑料废物的产生,其积累是环境和人类健康的一个关键问题。因此,塑料因其体积小、稳定性好、顽固性强,成为日益增长的环境负担,迫切需要在塑料废物管理方面取得进展。塑料与共污染物,即重金属、药物毒物和其他增塑剂结合在一起,会导致严重的环境问题。因此,需要一种基于酶和生物技术方法的有效和可扩展的方法来实现可持续的微塑料降解。目前的综述重点是塑料和微塑料降解的先进和新兴的生物技术方法,即基因工程和基因组编辑工具。本文还讨论了微塑料在降解过程中所遇到的挑战,即微塑料的解聚速度以及内因和外因因素,如结晶度、化学结构、官能团和分子量。此外,这项研究的见解对研究塑料降解的研究人员和科学界是有用的。因此,未来的研究可以集中在微生物代谢物和提高催化效率的外部条件参与这些过程。
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引用次数: 0
Source Apportionment of Lead in the San Juan Watershed (USA): Influences from Weathering of Mineralized and Sedimentary Deposits. 美国圣胡安流域铅的来源解析:矿化和沉积矿床风化的影响。
IF 7.7 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-08-31 eCollection Date: 2025-11-19 DOI: 10.1021/acsenvironau.5c00070
Richard T Wilkin, Matthew R Noerpel, Matt Rovero, Lisa Costantino, Ian Bowen, Colin Larrick

Natural and anthropogenic sources of lead (Pb) can adversely impact water and sediment quality within large watersheds and the ecosystems they support. This study examined the sources and distribution of Pb within the San Juan watershed located in southwestern Colorado and the Four Corners region of Colorado, New Mexico, Arizona, and Utah (western United States). Samples for this project were collected from 2018 to 2021 and included seeps and springs located within the mineralized headwaters region, surface water, and sediments along an approximately 570 km stretch of riverbed. Concentrations and isotopic compositions of Pb showed that (1) source attribution using all stable Pb isotope ratios, 206Pb/204Pb, 207Pb/204Pb, and 208Pb/204Pb, allowed for an analysis of metal dilution and changing sources of Pb; (2) in upstream reaches, Pb from landscape disturbance related to mining operations and weathering of mineralized geologic units represented the most significant Pb source, accounting for as much as 90% of the Pb within the upper Animas River sediments; and (3) Pb attributed to the mining-impacted headwaters decreased downstream through the Animas River and San Juan River and represented up to about 50% of the Pb in downstream sediments. The proportion and mass of Pb derived from the mining district were reduced in downstream areas due to increased sediment delivery to the central river channels from tributaries and weathering of Paleozoic- to Tertiary-aged sedimentary deposits. Our analysis demonstrates that Pb isotope ratios can be used to effectively trace Pb transport through watershed systems where multiple Pb sources exist and where Pb concentrations may be similar to geogenic values. The study results indicate that the spatial and temporal variation of Pb isotopic signatures is associated with multiple contributions from natural sources, which are influenced by seasonality and hydrological factors.

铅的自然和人为来源会对大流域及其所支持的生态系统内的水和沉积物质量产生不利影响。本研究考察了位于科罗拉多州西南部的圣胡安流域以及科罗拉多州、新墨西哥州、亚利桑那州和犹他州(美国西部)的四角地区铅的来源和分布。该项目的样本于2018年至2021年收集,包括位于矿化源头区域的渗水和泉水、地表水和沿约570公里河床的沉积物。Pb的浓度和同位素组成表明:(1)采用206Pb/204Pb、207Pb/204Pb和208Pb/204Pb三种稳定的Pb同位素比值进行来源归属,可以分析Pb的金属稀释和来源变化;(2)在上游,与采矿作业相关的景观扰动和矿化地质单元风化的Pb是最重要的Pb来源,占阿尼玛斯河上游沉积物中Pb的90%;(3)受采动影响的水源Pb经阿尼玛斯河和圣胡安河向下游逐渐减少,占下游沉积物中Pb含量的50%左右。由于古生代至第三纪沉积层的风化作用以及支流向中央河道输送的泥沙增加,矿区铅在下游地区的比例和质量都有所降低。我们的分析表明,Pb同位素比值可以有效地追踪Pb在流域系统中的迁移,其中存在多个Pb源,并且Pb浓度可能与地质值相似。研究结果表明,铅同位素特征的时空变化与多种自然来源有关,受季节和水文因素的影响。
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引用次数: 0
Water Salinity Impacts Aggregation, Settling, and Deposition of Fluvial Sediment. 水的盐度影响河流沉积物的聚集、沉淀和沉积。
IF 7.7 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-08-22 eCollection Date: 2025-11-19 DOI: 10.1021/acsenvironau.5c00134
Philip J Brahana, Bhuvnesh Bharti

Global wetlands have declined by 21-35% since the 18th century, losing approximately 1.3 million square miles. Infrastructure development, specifically, river channelization via levee construction, is a driver of this decline. In response, large-scale river diversion projects have been proposed to enhance sediment deposition and stabilize coastal wetlands. However, the role of aquatic chemistry in controlling the fluvial sediment deposition remains elusive. Here, we demonstrate that land formation by fluvial sediment deposition is intrinsically linked to wetland water salinity, which influences the sediment aggregation and settling kinetics. In laboratory experiments, Mississippi River sediments were exposed to a range of salinities that mimic the conditions in Louisiana wetlands. Our results show that higher ionic strength accelerates sediment aggregation and settling due to electrical double-layer compression while also reducing the packing density of deposited sediments, potentially impacting land stability. These findings point to the importance of incorporating salinity effects to optimize sediment diversion strategies.

自18世纪以来,全球湿地减少了21-35%,损失了大约130万平方英里。基础设施的发展,特别是通过堤坝建设的河道化,是这种下降的驱动因素。为此,人们提出了大规模的引水工程,以增加泥沙淤积,稳定滨海湿地。然而,水生化学在控制河流沉积物沉积中的作用仍然难以捉摸。在这里,我们证明了河流沉积物沉积形成的土地与湿地水盐度有内在联系,而湿地水盐度影响沉积物聚集和沉降动力学。在实验室实验中,密西西比河的沉积物暴露在模拟路易斯安那湿地条件的一系列盐度中。我们的研究结果表明,由于电双层压缩,较高的离子强度加速了沉积物的聚集和沉降,同时也降低了沉积沉积物的堆积密度,潜在地影响了土地的稳定性。这些发现表明了将盐度效应纳入优化泥沙分流策略的重要性。
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引用次数: 0
Machine Learning-Assisted Recognition of Environmental Sulfur-Containing Chemicals in Nontargeted Mass Spectrometry Analysis of Inadequate Mass Resolution. 在质量分辨率不足的非靶向质谱分析中,机器学习辅助识别环境含硫化学物质。
IF 7.7 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-08-05 eCollection Date: 2025-11-19 DOI: 10.1021/acsenvironau.5c00062
Brian Low, Tingting Zhao, Xingfang Li, Tao Huan

Sulfur (S)-containing compounds can be unambiguously identified by their distinctive isotope patterns in mass spectrometry (MS) when the instrument has a mass resolution exceeding 500,000. However, many environmental research laboratories that perform nontargeted analysis rely on high-resolution mass spectrometry (HRMS) instruments, such as quadrupole time-of-flight mass spectrometry (QTOF MS). These HRMS instruments typically operate at a mass resolution of less than 50,000. At such limited resolution, confidently recognizing sulfur isotope patterns is challenging. This work develops a machine learning (ML) strategy for recognizing and predicting the number of S present using HRMS at a mass resolution as low as 25,000. We benchmarked our ML strategy on experimental data, where 200 S-containing standard compounds were mixed into complex environmental samples. In positive electrospray ionization (ESI) mode, our ML strategy achieved accuracies ranging from 87.4 to 95.0% for S recognition and accuracies ranging from 86.3 to 96.6% for S number prediction. Notably, the ML method performed similarly well in negative ESI mode. Our ML strategy was further evaluated on an external experimental water dataset where it correctly recognized the presence of S for all 24 previously reported 2-mercaptobenzothiazole disinfection byproducts (DBPs). The developed ML strategy was implemented into SulfurFinder, an R program, to facilitate automated data cleaning, S recognition, and S number prediction in HRMS data. SulfurFinder combined with HPLC-HRMS analysis of a wastewater sample tentatively identified 169 potential S-containing features. Of these, three were confirmed as S-containing pharmaceuticals. An additional S-containing drug was also putatively annotated using molecular networking. The development of SulfurFinder significantly boosts the capability of conventional HRMS to address the challenge of S recognition in the era of exposomics, supporting a wide range of environmental applications.

在质谱(MS)中,当仪器的质量分辨率超过50万时,可以通过其独特的同位素模式明确地识别含硫化合物。然而,许多进行非靶向分析的环境研究实验室依赖于高分辨率质谱(HRMS)仪器,如四极杆飞行时间质谱(QTOF MS)。这些HRMS仪器通常以低于50,000的质量分辨率运行。在如此有限的分辨率下,自信地识别硫同位素模式是具有挑战性的。这项工作开发了一种机器学习(ML)策略,用于在低至25,000的质量分辨率下使用HRMS识别和预测S的数量。我们以实验数据为基准,将200种含s的标准化合物混合到复杂的环境样品中。在正电喷雾电离(ESI)模式下,我们的机器学习策略在S识别方面的准确率为87.4 - 95.0%,在S数预测方面的准确率为86.3 - 96.6%。值得注意的是,ML方法在负ESI模式下表现同样良好。我们的ML策略在外部实验水数据集上进行了进一步评估,该数据集正确识别了先前报道的所有24种2-巯基苯并噻唑消毒副产物(DBPs)中S的存在。开发的机器学习策略被应用到一个R程序——硫查找程序中,以促进HRMS数据中的自动数据清洗、S识别和S数预测。硫查找器结合HPLC-HRMS分析废水样品初步确定了169个潜在的含硫特征。其中,三种被确认为含s的药物。另外一种含s的药物也假定使用分子网络进行注释。硫查找器的开发大大提高了传统HRMS在暴露学时代应对硫识别挑战的能力,支持了广泛的环境应用。
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引用次数: 0
Reporting Chemical Data in the Environmental Sciences 报告环境科学中的化学数据
IF 7.7 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-07-29 DOI: 10.1021/acsenvironau.5c00034
Sivani Baskaran*, Parviel Chirsir, Shira Joudan, Raoul Wolf, Evan E. Bolton, Paul A. Thiessen and Emma L. Schymanski, 

Environmental sciences, including environmental chemistry and toxicology, are highly interdisciplinary fields that integrate researchers with various backgrounds and expertise. This interdisciplinary aspect is critical to addressing issues of chemical pollution, environmental sustainability, and health. However, a standardized method for reporting chemical data is needed to address these issues effectively. This becomes increasingly important as both the number of chemical structures and our reliance on and use of computational analysis and cheminformatics tools grow. This paper provides background, examples, and recommendations on how to report chemical data in a findable, accessible, interoperable, and reproducible (FAIR) manner within environmental science disciplines. Ultimately, the goal is to broaden the scope and applicability of environmental research to help the entire community tackle the issues of chemical pollution and sustainability in a comprehensive manner.

环境科学,包括环境化学和毒理学,是高度跨学科的领域,汇集了具有不同背景和专业知识的研究人员。这种跨学科的方面对于解决化学污染、环境可持续性和健康问题至关重要。然而,需要一种报告化学品数据的标准化方法来有效地解决这些问题。随着化学结构的数量以及我们对计算分析和化学信息学工具的依赖和使用的增长,这一点变得越来越重要。本文提供了关于如何在环境科学学科中以可查找,可访问,可互操作和可重复(FAIR)的方式报告化学数据的背景,示例和建议。最终的目标是扩大环境研究的范围和适用性,以帮助整个社会全面解决化学污染和可持续发展问题。
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ACS Environmental Au
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