Houessionon Karel, Saar de Almeida Bruna, Widory David, Bouchard Michèle, Ho Vikki, Daley Coreen, Caron-Beaudoin Élyse, Bosson-Rieutort Delphine, Verner Marc-André
Department of Occupational and Environmental Health, School of Public Health, Université de Montréal, Montréal, QC, Canada.
Centre de Recherche en Santé Publique, Université de Montréal and CIUSSS du Centre-Sud-de-l'Île-de-Montréal, Montreal, QC, Canada.
J Expo Sci Environ Epidemiol. 2025 Jun 19. doi: 10.1038/s41370-025-00784-0.
In the Exposures in the Peace River Valley (EXPERIVA) study, pregnant individuals living in a region of natural gas exploitation had higher biological concentrations of certain trace elements, including strontium (Sr), than the general population. However, sources remained unidentified.
To measure urinary Sr/Sr isotope ratio in EXPERIVA participants, assess its reliability, and explore how its variance fluctuates based on Sr concentrations in biological (urine, hair, nails) and environmental (tap water) samples, as well as the density/proximity of unconventional oil and gas wells around participants' residence.
Participants provided urine daily over seven consecutive days. We measured Sr/Sr in each urine sample from 7 participants and in pooled daily samples for all 75 participants. We used serial measurements to determine the intraclass correlation coefficient (ICC). We calculated the density/proximity of unconventional oil and gas wells around participants' homes using inverse distance weighting (IDW). We assessed the variance of urinary Sr/Sr based on Sr concentrations in biological/environmental samples and IDW through visual inspection and Levene's test. We also performed unsupervised clustering to explore whether certain characteristics of the participants may be associated with a specific Sr/Sr signature.
Urinary Sr/Sr ranged from 0.70798 to 0.71437. The ICC was 0.797 (95% CI: 0.574-0.953), indicating moderate to excellent reliability. Increasing Sr concentrations in hair were marginally associated with a decrease in urinary Sr/Sr variance (p = 0.066). A similar but less consistent association was observed with increasing IDW. We observed no association between Sr concentrations in water and variance in urinary Sr/Sr. No clear pattern was found using unsupervised clustering.
To our knowledge, this study is the first to explore the use of urinary Sr/Sr isotope ratios to investigate sources of Sr exposure. Results are consistent with the hypothesis that a predominant source contributes to Sr exposure in most exposed EXPERIVA participants, but the contribution of unconventional oil and gas wells around participants' residences remains unclear. Findings should be considered as exploratory given the many limitations of this study. Our effort will hopefully benefit future studies aimed at identifying the sources of exposure in human populations.
在和平河谷暴露情况(EXPERIVA)研究中,生活在天然气开采地区的孕妇体内某些微量元素(包括锶(Sr))的生物浓度高于一般人群。然而,其来源仍不明确。
测量EXPERIVA研究参与者尿液中的锶/锶同位素比值,评估其可靠性,并探讨其变异如何根据生物样本(尿液、头发、指甲)和环境样本(自来水)中的锶浓度以及参与者住所周围非常规油气井的密度/距离而波动。
参与者连续七天每天提供尿液。我们测量了7名参与者每个尿液样本以及所有75名参与者的每日混合样本中的锶/锶比值。我们使用系列测量来确定组内相关系数(ICC)。我们使用反距离加权法(IDW)计算参与者住所周围非常规油气井的密度/距离。我们通过直观检查和Levene检验,根据生物/环境样本中的锶浓度和IDW评估尿液中锶/锶比值的变异。我们还进行了无监督聚类,以探索参与者的某些特征是否可能与特定的锶/锶特征相关。
尿液中锶/锶比值范围为0.70798至0.71437。ICC为0.797(95%置信区间:0.574 - 0.953),表明可靠性为中等至优秀。头发中锶浓度的增加与尿液中锶/锶比值变异的减少存在微弱关联(p = 0.066)。在IDW增加时观察到类似但不太一致的关联。我们未观察到水中锶浓度与尿液中锶/锶比值变异之间的关联。使用无监督聚类未发现明确模式。
据我们所知,本研究是首次探索使用尿液中锶/锶同位素比值来调查锶暴露来源。结果与以下假设一致:在大多数暴露的EXPERIVA参与者中,主要来源导致了锶暴露,但参与者住所周围非常规油气井的贡献仍不明确。鉴于本研究存在诸多局限性,研究结果应被视为探索性的。我们的努力有望使未来旨在确定人群暴露来源的研究受益。