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Network-Based Assessment of Environmental Neurotoxicants Using High-Throughput Transcriptomics in Zebrafish Embryos. 利用斑马鱼胚胎高通量转录组学对环境神经毒物进行基于网络的评估。
IF 9.028 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-01-30 DOI: 10.1021/acs.est.5c11994
Pu Xia,Pingping Wang,Shengnan Liu,Ying Peng,Xiao Gou,Haoyue Tan,Jing Guo,Wei Shi,John K Colbourne,John P Giesy,Xiaowei Zhang
Omics-based evaluation of neurotoxicants is challenged by limited ability to translate molecular signals into phenotypic effects. We developed an Adverse Outcome Pathway (AOP) network-based framework to interpret concentration-dependent transcriptomics in zebrafish embryos in relation to behavioral outcomes. An annotation of key events (KEs) to zebrafish molecular pathways was curated to enable mapping of zebrafish transcriptomics to the AOP network. Concentration-dependent transcriptomics of 24 environmental chemicals identified concentration-responsive KEs (CRKEs) that differentiated neurotoxic from non-neurotoxic compounds. Transcriptomic points of departure (tPOD) were significantly correlated with behavioral apical POD (aPOD) (R2 = 0.539, P < 0.01), indicating the potential for predicting tPOD from transcriptomics. Time- and concentration-dependent transcriptomics of five model chemicals identified 12 time-responsive KEs (TRKEs) across four developmental stages. Partial least-squares regression integrating neurotoxicity-relevant CRKEs and TRKEs showed the best performance to estimate aPOD (slope = 0.70, R2 = 0.64, RMSE = 0.9, P = 1.30 × 10-5). External validation using published fish transcriptomics data showed that estimated aPOD values from 8 of 14 chemicals were within 1 order of magnitude of measured aPOD. The findings support AOP network-guided omics analysis as a promising approach for quantitative neurotoxicity assessment, contributing to the use of omics into new approach methodologies (NAMs).
基于组学的神经毒物评估受到将分子信号转化为表型效应的有限能力的挑战。我们开发了一个基于网络的不良结果通路(AOP)框架来解释斑马鱼胚胎中与行为结果相关的浓度依赖性转录组学。对斑马鱼分子通路的关键事件(KEs)进行了注释,使斑马鱼转录组学能够映射到AOP网络。24种环境化学物质的浓度依赖性转录组学鉴定出了浓度响应性KEs (CRKEs),可区分神经毒性和非神经毒性化合物。转录组出发点(Transcriptomic points of departure, tPOD)与行为顶点POD (behavioral apical POD, aPOD)呈极显著相关(R2 = 0.539, P < 0.01),表明转录组学可以预测tPOD。五种模式化学物质的时间和浓度依赖性转录组学鉴定出了跨越四个发育阶段的12种时间响应性KEs (TRKEs)。综合神经毒性相关CRKEs和TRKEs的偏最小二乘回归估计aPOD的效果最好(斜率= 0.70,R2 = 0.64, RMSE = 0.9, P = 1.30 × 10-5)。利用已发表的鱼类转录组学数据进行的外部验证表明,14种化学物质中有8种的aPOD估计值与测量的aPOD值在1个数量级以内。这些发现支持AOP网络引导组学分析作为定量神经毒性评估的一种有前途的方法,有助于将组学用于新的方法方法(NAMs)。
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引用次数: 0
Functional Group-Mediated Evaporation Enthalpy and Nanoconfinement-Engineered Water Clusters' Synergy in Versatile MXene/iCOFs Hydrogels for Salt-Resistant Solar-Driven Interfacial Evaporation. 多功能MXene/iCOFs水凝胶中官能团介导的蒸发焓和纳米约束水团的协同作用,用于耐盐太阳能驱动的界面蒸发。
IF 9.028 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-01-30 DOI: 10.1021/acs.est.5c14109
Yufan Ding,Qingqing Pan,Haowen Li,Jun Ma,Xiao Sui
Solar-driven interfacial evaporation (SDIE) has emerged as a promising solution for sustainable brine management and water purification. However, traditional SDIE systems face a trade-off between evaporation performance and salt resistance. Herein, we demonstrate that a novel functional group-mediated and nanoconfinement-engineered hydrogel composed of MXene and ionic covalent organic frameworks (iCOFs) effectively regulates both evaporation performance and salt resistance. The iCOFs with a high density of hydrophilic functional groups and nanoconfinement effect are found to simultaneously induce the disruption of hydrogen bonding networks and enhance cluster evaporation, achieving reduced evaporation enthalpy. The increased functional groups also facilitate both ion reverse diffusion and the Donnan effect, which effectively alleviates salt crystallization during long-term seawater desalination. This strategy leads to a 56% enhancement in evaporation rate (2.91 kg m-2 h-1 under 1 sun) of the optimized hydrogel. The evaporation performance remains stable in highly concentrated (20 wt %) saline and also during a 60 h continuous operation in seawater. In addition, functional group-mediated MXene/iCOFs hydrogels with a nanoconfinement effect exhibit a 99.99% removal rate for various water pollutants, including heavy metal ions, antibiotics, and dyes, while maintaining stable performance under extreme temperature conditions. This study offers a new strategy for designing programmable SDIE for future sustainable water treatment technology.
太阳能驱动的界面蒸发(SDIE)已经成为可持续盐水管理和水净化的一种有前途的解决方案。然而,传统的SDIE系统面临着蒸发性能和耐盐性之间的权衡。在此,我们证明了一种由MXene和离子共价有机框架(iCOFs)组成的新型官能团介导的纳米束缚工程水凝胶可以有效地调节蒸发性能和耐盐性。研究发现,具有高密度亲水性官能团和纳米约束效应的iCOFs可以同时诱导氢键网络的破坏和促进团簇蒸发,从而降低蒸发焓。官能团的增加也促进了离子的反向扩散和多南效应,有效缓解了长期海水淡化过程中盐的结晶。该策略使优化后的水凝胶的蒸发速率提高了56%(1个太阳下蒸发速率为2.91 kg m-2 h-1)。蒸发性能在高浓度(20% wt %)盐水中保持稳定,在海水中连续运行60小时也保持稳定。此外,具有纳米限制效应的官能团介导的MXene/iCOFs水凝胶对重金属离子、抗生素和染料等多种水污染物的去除率达到99.99%,并且在极端温度条件下仍保持稳定的性能。该研究为未来可持续水处理技术的可编程SDIE设计提供了一种新的策略。
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引用次数: 0
Mechanism Based Hierarchical Machine Learning for High-Throughput Quantitative Prediction of Estrogenic, Androgenic, and Thyroid Disruption Activities. 基于机制的分层机器学习用于高通量定量预测雌激素,雄激素和甲状腺破坏活动。
IF 9.028 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-01-30 DOI: 10.1021/acs.est.5c13227
Rong Zhang,Baodi Chang,Haoyue Tan,Jing Guo,Xiaowei Zhang,Hongxia Yu,Wei Shi
Although qualitative predictions of endocrine-disrupting chemicals (EDCs) are well established, quantitative high-throughput models remain underdeveloped due to data heterogeneity and mechanistic complexity. To address this gap, we developed a mechanistically informed hierarchical framework that quantitatively predicts estrogenic, androgenic, and thyroid (EAT)-disruption activities. The framework consists of three key components: data refinement, fragment-based mechanistic clustering, and cluster-specific quantitative modeling. First, we eliminated 20.12% of false positives and 41.54% of false negatives through a five-step curation, resulting in a high-confidence data set for model development. Next, the predictive model couples a classifier that assigns EAT activity modes with an ensemble regressor for potency estimation. Compared to conventional models, Modeling based on high-confidence data sets and mechanism classification demonstrates improved performance (R2 = 0.72-0.78, RMSE = 0.22-0.48 log10(μM)). Mechanistic insights from molecular simulations across EAT receptors revealed that potent agonists feature aromatic cores with polar substituents, stabilizing hydrogen-bond networks and promoting helix 12 (H12) activation. In contrast, potent antagonists exhibit flexible chains or rigid polycyclic scaffolds that disrupt H12 orientation. Altogether, we offer a next-generation strategy for interpretable and accurate endocrine potency prediction.
虽然内分泌干扰物(EDCs)的定性预测已经建立,但由于数据的异质性和机制的复杂性,定量的高通量模型仍然不发达。为了解决这一差距,我们开发了一个机械信息层次框架,定量预测雌激素、雄激素和甲状腺(EAT)破坏活动。该框架由三个关键组件组成:数据细化、基于片段的机制聚类和特定于集群的定量建模。首先,我们通过五步筛选消除了20.12%的假阳性和41.54%的假阴性,为模型开发提供了高置信度的数据集。接下来,预测模型耦合了一个分类器,该分类器将分配EAT活动模式与用于效力估计的集成回归器。与传统模型相比,基于高置信度数据集和机制分类的模型具有更好的性能(R2 = 0.72-0.78, RMSE = 0.22-0.48 log10(μM))。通过分子模拟研究EAT受体的机制揭示了强效激动剂具有具有极性取代基的芳香核,稳定氢键网络并促进螺旋12 (H12)激活。相反,强效拮抗剂表现出柔性链或刚性多环支架,破坏H12取向。总之,我们为可解释和准确的内分泌效能预测提供了新一代策略。
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引用次数: 0
Catalytic versus Pure Ozonation: Insights from Real Wastewater Treatment Performance. 催化臭氧化与纯臭氧化:来自真实废水处理性能的见解。
IF 9.028 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-01-30 DOI: 10.1021/acs.est.5c15666
Zarak Mahmood,Yuting Yuan,Shikha Garg,T David Waite
The performance of pure (i.e., noncatalytic) ozonation and heterogeneous catalytic ozonation (HCO) in treating a range of real wastewater streams with varying organic compositions is investigated in this study. While HCO is often proposed as a promising approach for treating real wastewaters, our results reveal that its benefits over ozonation are very case-specific. Wastewaters rich in fulvic/humic-like, surface-active organic compounds, such as membrane concentrate, respond favorably to HCO, showing improved ozone utilization compared to the pure ozonation process. In contrast, coking wastewater shows minimal improvement with HCO compared to pure ozonation, indicating a limited catalytic benefit in such matrices. Similarly, alkaline electroplating wastewaters rich in ozone reactive compounds showed no improvement in organic removal by HCO compared to that of pure ozonation. In contrast, acidic Fenton-treated chemical wastewaters showed significant improvement in organic removal by HCO compared to pure ozonation due to limited hydroxyl radical (HO•) generation via ozone self-decay under these conditions. Overall, our findings suggest that the inherent reactivity of ozone and sustained HO• generation on ozone decay, particularly under alkaline conditions that are typical of many wastewaters, diminish the added value of the catalyst.
本研究考察了纯(即非催化)臭氧化和非均相催化臭氧化(HCO)处理一系列具有不同有机成分的实际废水流的性能。虽然HCO通常被认为是一种很有前途的处理实际废水的方法,但我们的研究结果表明,它比臭氧化的好处是非常具体的。富含黄腐/腐殖质样、表面活性有机化合物(如膜浓缩物)的废水对HCO反应良好,与纯臭氧化工艺相比,臭氧利用率有所提高。相比之下,与纯臭氧化相比,HCO对焦化废水的改善作用微乎其微,表明这种基质的催化效益有限。同样,与纯臭氧氧化相比,HCO对富含臭氧活性化合物的碱性电镀废水的有机物去除率也没有提高。相比之下,在酸性fenton处理的化工废水中,由于在这些条件下臭氧自衰变产生的羟基自由基(HO•)有限,HCO对有机物的去除效果明显优于纯臭氧处理。总的来说,我们的研究结果表明,臭氧固有的反应性和臭氧衰变的持续HO•生成,特别是在许多废水的典型碱性条件下,降低了催化剂的附加值。
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引用次数: 0
Correction to "Emission-Responsive Charging of Electric Cars and Carsharing to Improve the Security of Electricity Supply for Switzerland". 更正“电动汽车响应排放充电和共享汽车提高瑞士电力供应安全”。
IF 11.3 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-01-30 DOI: 10.1021/acs.est.5c18347
Elliot Romano, Binod Koirala, Martin Rüdisüli, Sven Eggimann
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引用次数: 0
Temporal Feedback Loop Drives the Coevolutionary Fate of Microplastics and Surface Biofilms in River Sediments. 时间反馈回路驱动河流沉积物中微塑料和表面生物膜的共同进化命运。
IF 9.028 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-01-30 DOI: 10.1021/acs.est.5c16334
Wenqiu Li,Yihan Chi,Yixin Liao,Siqing Wang,Hongmei Cao,Lijuan Wang,Ruoqun Yan,Ruimin Qi,Yuanyuan Tang
Microplastics (MPs) are pervasive in river sediments, where surface biofilm formation critically regulates their environmental behavior. However, mechanisms governing the dynamic MP-biofilm interactions remain underexplored. A 60-day in situ sediment incubation, coupled with continuous monitoring of MP physicochemical properties and microbial community characteristics, was conducted to elucidate the interactions between biofilms and MPs with different polymer types (poly(ethylene terephthalate) (PET), polypropylene (PP), and poly(vinyl chloride) (PVC)) and preaging experiences. In the early stage, biofilm development was promoted by oxygen-containing functional groups (OFGs) of MPs, whereas the additive release from PVC suppressed microbial enrichment. Eventually, both the biofilm biomass and extracellular polymeric substances depended strongly on polymer types. Over time, biofilms progressively modified MP surface chemistry, increasing the O/C ratios of PVC, PET, and PP by 0.41, 0.26, and 0.11, respectively, by producing extracellular proteins, especially plastic-degrading enzymes. Therefore, a temporal feedback loop formed in which MP-derived OFGs acted as nutrient sources, reshaping the microbial community structure and selectively enriching plastic-degrading taxa and enzymes, which in turn accelerated MP degradation. This study provides novel insights into the dynamic reciprocal interactions between MP surface chemistry and biofilm communities and advances our understanding of the mechanisms controlling the ecotoxicity and fate of MPs in river sediments.
微塑料(MPs)普遍存在于河流沉积物中,其表面生物膜的形成对其环境行为起着关键的调节作用。然而,控制动态mp -生物膜相互作用的机制仍未得到充分探索。通过60天的原位沉淀培养,结合连续监测MP的理化性质和微生物群落特征,阐明生物膜与不同聚合物类型(聚对苯二甲酸乙酯(PET)、聚丙烯(PP)和聚氯乙烯(PVC))的MPs之间的相互作用以及预熟经历。在早期,MPs的含氧官能团(OFGs)促进了生物膜的发育,而PVC的添加剂释放抑制了微生物的富集。最终,生物膜生物量和胞外聚合物物质都强烈依赖于聚合物类型。随着时间的推移,生物膜逐渐改变了MP的表面化学性质,通过产生细胞外蛋白质,特别是塑料降解酶,将PVC、PET和PP的O/C比率分别提高了0.41、0.26和0.11。因此,形成了一个时间反馈回路,其中MP衍生的ofg作为营养来源,重塑微生物群落结构,选择性地丰富塑料降解分类群和酶,从而加速MP的降解。该研究为MPs表面化学和生物膜群落之间的动态相互作用提供了新的见解,并促进了我们对河流沉积物中MPs生态毒性和命运控制机制的理解。
{"title":"Temporal Feedback Loop Drives the Coevolutionary Fate of Microplastics and Surface Biofilms in River Sediments.","authors":"Wenqiu Li,Yihan Chi,Yixin Liao,Siqing Wang,Hongmei Cao,Lijuan Wang,Ruoqun Yan,Ruimin Qi,Yuanyuan Tang","doi":"10.1021/acs.est.5c16334","DOIUrl":"https://doi.org/10.1021/acs.est.5c16334","url":null,"abstract":"Microplastics (MPs) are pervasive in river sediments, where surface biofilm formation critically regulates their environmental behavior. However, mechanisms governing the dynamic MP-biofilm interactions remain underexplored. A 60-day in situ sediment incubation, coupled with continuous monitoring of MP physicochemical properties and microbial community characteristics, was conducted to elucidate the interactions between biofilms and MPs with different polymer types (poly(ethylene terephthalate) (PET), polypropylene (PP), and poly(vinyl chloride) (PVC)) and preaging experiences. In the early stage, biofilm development was promoted by oxygen-containing functional groups (OFGs) of MPs, whereas the additive release from PVC suppressed microbial enrichment. Eventually, both the biofilm biomass and extracellular polymeric substances depended strongly on polymer types. Over time, biofilms progressively modified MP surface chemistry, increasing the O/C ratios of PVC, PET, and PP by 0.41, 0.26, and 0.11, respectively, by producing extracellular proteins, especially plastic-degrading enzymes. Therefore, a temporal feedback loop formed in which MP-derived OFGs acted as nutrient sources, reshaping the microbial community structure and selectively enriching plastic-degrading taxa and enzymes, which in turn accelerated MP degradation. This study provides novel insights into the dynamic reciprocal interactions between MP surface chemistry and biofilm communities and advances our understanding of the mechanisms controlling the ecotoxicity and fate of MPs in river sediments.","PeriodicalId":36,"journal":{"name":"环境科学与技术","volume":"30 1","pages":""},"PeriodicalIF":9.028,"publicationDate":"2026-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146073291","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Call to Action: Engaging with the Intergovernmental Science-Policy Panel on Chemicals, Waste and Pollution. 行动呼吁:参与化学品、废物和污染问题政府间科学政策小组。
IF 9.028 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-01-30 DOI: 10.1021/acs.est.5c18169
Miriam L Diamond,Gabriel Sigmund,Marlene Ågerstrand,Michael G Bertram,Alex T Ford,Rainer Lohmann,Andreas Schäffer,Maria Clara V M Starling,Anna Soehl,Noriyuki Suzuki,Penny Vlahos,Marta Venier,Martin Scheringer
{"title":"A Call to Action: Engaging with the Intergovernmental Science-Policy Panel on Chemicals, Waste and Pollution.","authors":"Miriam L Diamond,Gabriel Sigmund,Marlene Ågerstrand,Michael G Bertram,Alex T Ford,Rainer Lohmann,Andreas Schäffer,Maria Clara V M Starling,Anna Soehl,Noriyuki Suzuki,Penny Vlahos,Marta Venier,Martin Scheringer","doi":"10.1021/acs.est.5c18169","DOIUrl":"https://doi.org/10.1021/acs.est.5c18169","url":null,"abstract":"","PeriodicalId":36,"journal":{"name":"环境科学与技术","volume":"82 1","pages":""},"PeriodicalIF":9.028,"publicationDate":"2026-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146089033","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Mechanistic Insights into the Cardiotoxic Effects of Dextromethorphan and Its Metabolite Dextrorphan in Zebrafish Using Network Toxicology and Molecular Dynamics. 右美沙芬及其代谢物右美沙芬对斑马鱼心脏毒性作用机制的网络毒理学和分子动力学研究。
IF 9.028 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-01-30 DOI: 10.1021/acs.est.5c16284
Zhou Cao,Zhu Liang,Jin-Ge Zhang,Dong-Dong Ma,Yun-Ze Meng,Zhi-Jie Lu,Wen-Jun Shi,Guang-Guo Ying
The high incidence of respiratory diseases has driven a substantial increase in the use of antitussive dextromethorphan (DXM), leading to the frequent detection of its primary human metabolite, dextrorphan (DXO), in aquatic environments. However, existing research has paid limited attention to the toxic effects of DXM and its metabolite, DXO, on fish. In this study, zebrafish embryos were exposed to DXM and DXO at concentrations ranging from 100 to 10,000 ng/L for 72 hours post-fertilization (hpf) to evaluate their impacts on cardiac function and elucidate underlying molecular mechanisms using network toxicology and molecular dynamics approaches. Bradycardia was observed at 48 hpf. By 72 hpf, key cardiac morphometric and functional indices, as well as blood flow, exhibited concentration-dependent suppression after exposure to DXM and DXO. Network toxicology analysis revealed that the beta2-adrenergic receptor (adrb2a) was the key common target in cardiomyocyte adrenergic signaling for both compounds. Further observations included significant downregulation of adrb2a, decreased levels of beta2-adrenergic receptor and protein kinase A proteins, and phenotypic rescue after coexposure to adrenaline. The binding energies of DXM and DXO to the beta2-adrenergic receptor were -23.45 and -25.76 kcal/mol, respectively. These findings confirmed that DXM and DXO impaired cardiomyocyte function via suppression of beta2-adrenergic receptor expression, leading to bradycardia. It is worth noting that DXO exhibited stronger cardiac toxicity than its parent compound DXM, and its ecological toxicity warrants special attention and further evaluation.
呼吸系统疾病的高发病率促使止咳药右美沙芬(DXM)的使用大幅增加,导致在水生环境中经常检测到其主要人体代谢物右美沙芬(DXO)。然而,现有的研究对ddxm及其代谢物DXO对鱼类的毒性作用关注有限。在本研究中,斑马鱼胚胎在受精后(hpf)暴露于浓度为100至10,000 ng/L的ddxm和DXO 72小时,以评估其对心脏功能的影响,并利用网络毒理学和分子动力学方法阐明其潜在的分子机制。48 hpf时心动过缓。在72 hpf时,暴露于ddxm和DXO后,关键的心脏形态学和功能指标以及血流表现出浓度依赖性抑制。网络毒理学分析显示,β -肾上腺素能受体(adrb2a)是这两种化合物心肌细胞肾上腺素能信号传导的关键共同靶点。进一步观察发现,adrb2a显著下调,β -肾上腺素能受体和蛋白激酶A蛋白水平下降,共同暴露于肾上腺素后出现表型挽救。ddxm和DXO对β -肾上腺素能受体的结合能分别为-23.45和-25.76 kcal/mol。这些发现证实,ddxm和DXO通过抑制β -肾上腺素能受体的表达来损害心肌细胞功能,导致心动过缓。值得注意的是,DXO比其母体化合物DXM表现出更强的心脏毒性,其生态毒性值得特别关注和进一步评价。
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引用次数: 0
Environmental Filtering Weakens with Trophic Level in Urban Coastal Ecosystems. 城市滨海生态系统的环境过滤随营养水平的变化而减弱。
IF 9.028 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-01-30 DOI: 10.1021/acs.est.5c08142
Wenqian Xu,Yu-De Pei,Taylor M W Li,Joshua Bennett-Williams,Ruixian Sun,Shara K K Leung,Masayuki Ushio,Alex S J Wyatt,Charmaine C M Yung
Urban coastal ecosystems face increasing anthropogenic pressures and environmental variability, yet the consequences for multitrophic biodiversity and ecosystem networks remain poorly resolved. Here, we combine environmental DNA metabarcoding, visual surveys, flow cytometry, and environmental measurements to examine the spatiotemporal dynamics of marine metazoans, protists, and prokaryotes across estuarine, transitional, and oceanic habitats in Hong Kong's urbanized coastal waters. Using permutational multivariate analysis of variance (PERMANOVA), we demonstrate that environmental control over community composition weakens systematically at higher trophic levels. The variance explained by seasonal and spatial interaction was highest for prokaryotes (R2 = 0.76) and protists (0.59), but notably lower for benthic fauna (0.41) and bony fish (0.32). Co-occurrence network analysis revealed that oceanic habitats, dominated by heterotrophic prokaryotes, omnivorous fish, and hard corals, supported the most complex and stable multitrophic networks, with an average complexity of 0.54 compared to estuarine (0.23) and transitional habitats (0.29). Structural equation modeling further revealed habitat-specific drivers: temperature exerted the strongest direct effect in estuarine habitats (>0.44), while biotic interactions involving primary producers played a dominant role in oceanic habitats (direct effect >0.28). In contrast, transitional habitats lacked significant environmental or biotic drivers, indicating a system in flux where community dynamics are likely governed by complex variables beyond standard environmental or biotic regulation. These findings demonstrate the gradient-dependent interplay of environmental filtering and biotic regulation in shaping coastal ecosystem stability. Our results also highlight the value of an integrated eDNA-based framework for monitoring biodiversity and ecosystem change, providing insights for the management of urban marine environments under global change.
城市沿海生态系统面临越来越大的人为压力和环境变异性,但其对多营养生物多样性和生态系统网络的影响仍未得到很好的解决。在这里,我们结合环境DNA元条形码、视觉调查、流式细胞术和环境测量来研究香港城市化沿海水域的河口、过渡和海洋栖息地的海洋后生动物、原生生物和原核生物的时空动态。利用排列多变量方差分析(peromova),我们证明了环境对群落组成的控制在更高的营养水平上系统地减弱。原核生物(R2 = 0.76)和原生生物(R2 = 0.59)的季节和空间相互作用方差最大,底栖动物(R2 = 0.41)和硬骨鱼(R2 = 0.32)的方差较小。共生网络分析表明,以异养原核生物、杂食性鱼类和硬珊瑚为主的海洋生境支持最复杂和稳定的多营养网络,其平均复杂性为0.54,高于河口生境(0.23)和过渡生境(0.29)。结构方程模型进一步揭示了生境特异性驱动因素:温度对河口生境的直接影响最强(>0.44),而涉及初级生产者的生物相互作用在海洋生境中起主导作用(> 0.28)。相比之下,过渡生境缺乏重要的环境或生物驱动因素,表明一个不断变化的系统,其中群落动态可能受标准环境或生物调节之外的复杂变量控制。这些发现证明了环境过滤和生物调节在形成沿海生态系统稳定性方面的梯度依赖相互作用。我们的研究结果还强调了基于edna的综合框架在监测生物多样性和生态系统变化方面的价值,为全球变化下的城市海洋环境管理提供了见解。
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引用次数: 0
Spatially Constrained Source Apportionment of Soil Organophosphate Esters: Uncovering Hidden Pollution Pathways in the Yangtze River Delta, China. 长江三角洲土壤有机磷酯的空间约束源解析:揭示潜在污染途径
IF 9.028 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2026-01-30 DOI: 10.1021/acs.est.5c13780
Wenhao Zhao,Yu Wang,Yifei Gao,Yajing Qu,Yijun Yao,Hongwen Sun,Jin Ma,Fengchang Wu
Source apportionment of ubiquitous organophosphate esters (OPEs) in soil is complicated by high spatial heterogeneity, which often causes conventional Positive Matrix Factorization (PMF) models to produce unstable and physically implausible solutions, particularly in pollution hotspots such as the Yangtze River Delta (YRD). To overcome this limitation, we developed a novel spatially constrained PMF (SC-PMF) model that incorporates geographical information as a penalty term within the PMF objective function. Applied to a comprehensive soil data set from the YRD, the SC-PMF model successfully resolved six robust and physically plausible sources, in stark contrast to the conventional PMF, which failed to produce a stable solution under Bootstrap analysis. The identified sources included not only expected inputs such as agricultural activities but also a suite of previously obscured pathways, revealing contributions from consumer plastic packaging, long-range atmospheric deposition, and informal waste disposal. Critically, the model also decoupled distinct industrial processes by differentiating primary manufacturing emissions from secondary pollution caused by the degradation of industrial additives. These results prove that incorporating spatial constraints is a powerful strategy for resolving source ambiguity in heterogeneous media. The SC-PMF model thus offers significant methodological advancement for accurately tracing contaminant pathways and informing targeted pollution management.
土壤中普遍存在的有机磷酯(OPEs)的来源分配具有高度的空间异质性,这往往导致传统的正矩阵分解(PMF)模型产生不稳定且物理上不可信的解,特别是在污染热点地区,如长江三角洲(YRD)。为了克服这一限制,我们开发了一种新的空间约束PMF (SC-PMF)模型,该模型将地理信息作为PMF目标函数中的惩罚项。将SC-PMF模型应用于长三角地区的综合土壤数据集,成功地解决了6个可靠且物理上合理的源,与传统PMF形成鲜明对比,后者在Bootstrap分析下无法产生稳定的解。已确定的来源不仅包括农业活动等预期投入,还包括一系列先前模糊的途径,揭示了消费塑料包装、长期大气沉积和非正式废物处理的贡献。关键的是,该模型还通过区分一次制造排放和由工业添加剂降解引起的二次污染来解耦不同的工业过程。这些结果证明,结合空间约束是解决异构介质中源模糊的有效策略。因此,SC-PMF模型为准确追踪污染物途径和提供有针对性的污染管理信息提供了重要的方法进步。
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