A bioelectronic tongue to estimate the toxicological intensity of pollutants in wastewater treatment plant

IF 12.4 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Water Research Pub Date : 2025-03-09 DOI:10.1016/j.watres.2025.123470
Jouanneau Sulivan, Louineau Thomas, Thouand Gérald
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Abstract

With 360 km³ of wastewater produced each year in Europe, the management and control of units responsible for their treatment appear as major challenges in preserving the environment. Nevertheless, these processes remain vulnerable to the presence of toxic compounds likely to compromise their performance. Although many toxicity tests exist to evaluate the impact of pollutants on the environment, these are generally not easily transferable to the monitoring of wastewater treatment processes (constraints of implementation, representativeness of the information provided).
This innovative project leverages the concept of a "bioelectronic tongue" integrated into a biosensor to evaluate the toxic impact of pollutants on wastewater treatment plant (WWTP) microbiomes. This work presents a holistic approach, covering the entire process from the selection of representative microorganisms to in situ application. The strategy hinges on the synergistic implementation of 8 bioreporters, coupled with a data processing algorithm to generate relevant toxicity assessments. In parallel, a significant focus was placed on developing a biosensor optimized for in situ deployment of this innovative measurement strategy.
The developed approach (TOXLAB) has been compared to reference methods currently used to assess the toxicological intensity of effluents. As expected, significant differences were highlighted between the standardized methods, particularly the method based on marine bioluminescent bacteria (lack of representativeness – 9 out of the 11 tested conditions could not be quantified with this method). However, the results provided by the TOXLAB approach show a certain adequacy with the toxicity data obtained on the urban WWTP microbiome. On the other hand, the results obtained on the industrial site (34 samples) are much more contrasted. Indeed, no correlation (r² = 0.033) could be established between the data from the TOXLAB approach and the effects induced on the autochthonous microbial community of the site. To explain these results, the work focused on the composition of these specific ecosystems, thus showing important differences between the microbiomes of WWTPs and the industrial site. Thus, in light of these results, the conclusion of the study shows the need to use a specific set of bioreporters, dedicated to each industrial site, in order to ensure a relative representativeness of the information provided.

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利用生物电子舌估计污水处理厂污染物的毒理强度
欧洲每年产生360立方千米的废水,管理和控制处理废水的单位似乎是保护环境的主要挑战。然而,这些过程仍然容易受到有毒化合物的影响,可能会损害其性能。虽然存在许多毒性试验来评价污染物对环境的影响,但这些试验通常不容易转移到对废水处理过程的监测(实施的限制、所提供信息的代表性)。这个创新项目利用集成在生物传感器中的“生物电子舌”概念来评估污染物对污水处理厂微生物群的毒性影响。这项工作提出了一个整体的方法,涵盖了从代表性微生物的选择到原位应用的整个过程。该策略取决于8个生物报告器的协同实施,再加上数据处理算法来生成相关的毒性评估。与此同时,一个重要的重点是开发一种生物传感器,优化这种创新的测量策略的原位部署。已将开发的方法(TOXLAB)与目前用于评估废水毒理学强度的参考方法进行了比较。正如预期的那样,标准化方法之间存在显著差异,特别是基于海洋生物发光细菌的方法(缺乏代表性- 11个测试条件中有9个无法用该方法量化)。然而,TOXLAB方法提供的结果与城市污水处理厂微生物组的毒性数据有一定的充分性。另一方面,在工业现场(34个样品)获得的结果对比更大。事实上,在TOXLAB方法的数据与对该地点的本地微生物群落的影响之间无法建立相关性(r² = 0.033)。为了解释这些结果,这项工作集中在这些特定生态系统的组成上,从而显示了污水处理厂和工业场所的微生物组之间的重要差异。因此,根据这些结果,研究的结论表明,需要使用一套特定的生物报告者,专门针对每个工业场所,以确保所提供信息的相对代表性。
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来源期刊
Water Research
Water Research 环境科学-工程:环境
CiteScore
20.80
自引率
9.40%
发文量
1307
审稿时长
38 days
期刊介绍: Water Research, along with its open access companion journal Water Research X, serves as a platform for publishing original research papers covering various aspects of the science and technology related to the anthropogenic water cycle, water quality, and its management worldwide. The audience targeted by the journal comprises biologists, chemical engineers, chemists, civil engineers, environmental engineers, limnologists, and microbiologists. The scope of the journal include: •Treatment processes for water and wastewaters (municipal, agricultural, industrial, and on-site treatment), including resource recovery and residuals management; •Urban hydrology including sewer systems, stormwater management, and green infrastructure; •Drinking water treatment and distribution; •Potable and non-potable water reuse; •Sanitation, public health, and risk assessment; •Anaerobic digestion, solid and hazardous waste management, including source characterization and the effects and control of leachates and gaseous emissions; •Contaminants (chemical, microbial, anthropogenic particles such as nanoparticles or microplastics) and related water quality sensing, monitoring, fate, and assessment; •Anthropogenic impacts on inland, tidal, coastal and urban waters, focusing on surface and ground waters, and point and non-point sources of pollution; •Environmental restoration, linked to surface water, groundwater and groundwater remediation; •Analysis of the interfaces between sediments and water, and between water and atmosphere, focusing specifically on anthropogenic impacts; •Mathematical modelling, systems analysis, machine learning, and beneficial use of big data related to the anthropogenic water cycle; •Socio-economic, policy, and regulations studies.
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