Department of Civil and Environmental Engineering, University of Toledo, Mail Stop 307, 3048, Nitschke Hall, Toledo, OH, USA.
Water Systems Division, National Risk Management Research Laboratory, U.S. Environmental Protection Agency, Cincinnati, OH, 45268, USA.
Chemosphere. 2020 May;246:125745. doi: 10.1016/j.chemosphere.2019.125745. Epub 2019 Dec 27.
There are increased concerns over the contributions of biofilms to disinfection byproduct (DBP) formation in engineered water systems (EWS). However, monitoring the biomolecular characteristics of biofilms to understand their impacts on DBP formation has been a great challenge as it requires complex analytical techniques. This study aimed to examine the applicability of fluorescence excitation-emission matrices (EEMs) coupled with parallel factor analysis (PARAFAC) to assess the chemical compositions and DBP formation of biofilms. Biofilms were collected from reactors grown on R2A media, as well as two drinking water-related organic substrates such as humic substances and algal organic matter. The chemical composition and formation of carbonaceous and nitrogenous DBPs of biofilms were continuously monitored every 21 days for 168 days and correlated with the derived EEM-PARAFAC components. Results indicated that all biofilm samples comprised mostly of protein-like components (∼90%), and to a lesser extent, humic-like components (∼10%). Strong correlations were generally found between tryptophan-like substances and the studied DBP formation (R ≥ 0.76, P < 0.05), indicating that they play a major role in producing biofilm-derived DBPs upon chlorination. Moreover, significant discrepancies between the chemical compositions and DBP formation of biofilms and their corresponding feed solutions were observed, likely due to biotransformation and biosorption processes. Overall, this work highlights that EEM-PARAFAC analysis is a promising tool to monitor the biomolecular characteristics of biofilm components and to predict the subsequent DBP formation in optimizing disinfection protocols for EWS.
人们越来越关注生物膜对工程水系统(EWS)中消毒副产物(DBP)形成的贡献。然而,监测生物膜的生物分子特征以了解其对 DBP 形成的影响一直是一个巨大的挑战,因为它需要复杂的分析技术。本研究旨在考察荧光激发-发射矩阵(EEMs)与平行因子分析(PARAFAC)相结合评估生物膜化学组成和 DBP 形成的适用性。生物膜从在 R2A 培养基上生长的反应器中收集,以及两种与饮用水相关的有机基质,如腐殖质和藻类有机物。生物膜的碳质和氮质 DBP 的化学组成和形成每隔 21 天连续监测 168 天,并与衍生的 EEM-PARAFAC 组分相关联。结果表明,所有生物膜样品主要由蛋白质样成分(约 90%)组成,其次是腐殖质样成分(约 10%)。色氨酸样物质与所研究的 DBP 形成之间通常存在很强的相关性(R≥0.76,P<0.05),表明它们在氯化过程中对产生生物膜衍生的 DBP 起着主要作用。此外,生物膜及其相应的进料溶液的化学成分和 DBP 形成之间存在显著差异,这可能是由于生物转化和生物吸附过程。总的来说,这项工作强调了 EEM-PARAFAC 分析是一种很有前途的工具,可以监测生物膜成分的生物分子特征,并预测优化 EWS 消毒方案中随后的 DBP 形成。