Environmental and Public Health Analytical Chemistry, Research Institute for Pesticides and Water, University Jaume I, Castellón, Spain; Toxicological Centre, University of Antwerp, Antwerp, Belgium.
Environmental and Public Health Analytical Chemistry, Research Institute for Pesticides and Water, University Jaume I, Castellón, Spain; Department of Chemistry and Biochemistry, University of Puget Sound, Tacoma, WA, USA.
Water Res. 2024 Dec 1;267:122462. doi: 10.1016/j.watres.2024.122462. Epub 2024 Sep 17.
Current wastewater-based epidemiology (WBE) studies are predominantly focused on the analysis of urinary biomarkers present in the liquid phase of influent wastewater (IWW). This approach systematically underestimates less polar metabolites, such as cannabis biomarkers. These biomarkers can potentially sorb to and desorb from suspended particulate matter (SPM) present in IWW. This study investigates the bidirectional partitioning of THCCOOH between the liquid phase and SPM of IWW by performing multiple sorption experiments using THCCOOH-D as a surrogate due to the unavailability of blank SPM and blank IWW. In addition, this study involves the analysis of IWW collected from eight wastewater treatment plants (WWTP) (n = 56) across four European countries, where raw IWW, the liquid phase and SPM were separately analysed to identify potential trends in the fraction of THCCOOH in the SPM between and withing the examined locations. Based on the performed sorption experiments, bidirectional partitioning of THCCOOH between the liquid phase and SPM was noted showing partition between both phases when only one of the two phases was spiked. It was illustrated that the concentration of SPM had a notable influence on the THCCOOH partitioning between both phases. In addition to the inter location variability (average THCCOOH present in the SPM ranged 31-59 %), a substantial intra location variation was also observed, e.g., in one location ranged 17-58 %. While the determination of a correction factor for the amount of THCCOOH present in SPM would be ideal, this is challenging, since the amount of SPM is not fixed in all IWW samples. Although SPM has influence on the THCCOOH partition, no correlation (p value Spearman correlation = 0.3160) was observed between the SPM concentration and the fraction of THCCOOH in the solid phase. Moreover, the collection of homogenized samples is difficult, and the time required to reach an equilibration in partitioning of THCCOOH between both IWW phases remains unclear. Due to i) the large inter-and intra-location variation of THCCOOH present in the SPM, ii) the variability in SPM concentration in IWW samples, and iii) the time required to reach a partitioning equilibration, an analytical procedure based on liquid-liquid extraction (LLE) that considers both the liquid phase and SPM of IWW is recommended to reduce the overall uncertainty for THCCOOH measurement in IWW. It was illustrated that this extraction method is capable to recover the total concentration of THCCOOH in both phases.
当前基于废水的流行病学(WBE)研究主要集中在分析进水废水中液相存在的尿液生物标志物。这种方法系统地低估了极性较小的代谢物,如大麻生物标志物。这些生物标志物可能会被进水废水中的悬浮颗粒物(SPM)吸附和解吸。本研究通过使用 THCCOOH-D 作为替代物进行多次吸附实验,研究了 THCCOOH 在进水废水中液相和 SPM 之间的双向分配,因为无法获得空白 SPM 和空白进水废水。此外,本研究还分析了来自四个欧洲国家的八个污水处理厂(WWTP)收集的进水废水(n=56),其中分别分析了原始进水废水、液相和 SPM,以确定在所检查的地点之间和之内,SPM 中 THCCOOH 分数的潜在趋势。基于进行的吸附实验,观察到 THCCOOH 在液相和 SPM 之间的双向分配,当只有其中一个相被加标时,两个相之间发生分配。结果表明,SPM 的浓度对两相之间 THCCOOH 的分配有显著影响。除了位置间的可变性(SPM 中存在的 THCCOOH 的平均值范围为 31-59%)之外,还观察到了大量的位置内可变性,例如在一个位置范围内为 17-58%。虽然确定用于校正 SPM 中存在的 THCCOOH 量的校正因子是理想的,但这具有挑战性,因为并非所有进水废水中的 SPM 量都是固定的。尽管 SPM 对 THCCOOH 的分配有影响,但在 SPM 浓度和固相中 THCCOOH 分数之间未观察到相关性(Spearman 相关系数的 p 值为 0.3160)。此外,均匀化样品的收集很困难,并且达到 THCCOOH 在进水废水两相之间分配平衡所需的时间尚不清楚。由于 i)SPM 中存在的 THCCOOH 的位置间和位置内变异性大,ii)进水废水中 SPM 浓度的变异性,以及 iii)达到分配平衡所需的时间,因此推荐基于液-液萃取(LLE)的分析程序,该程序同时考虑进水废水中的液相和 SPM,以降低进水废水中 THCCOOH 测量的整体不确定性。结果表明,该提取方法能够回收两相中 THCCOOH 的总浓度。