School of Public Health, Shanxi Medical University, Taiyuan, Shanxi, PR China.
Department of Epidemiology and Environmental Health, School of Public Health and Health Professions, University at Buffalo, Buffalo, NY, USA.
Environ Int. 2020 Jul;140:105763. doi: 10.1016/j.envint.2020.105763. Epub 2020 May 1.
Many "hot spot" geographic areas across the world with drinking water co-contaminated with inorganic arsenic (iAs) and fluoride (F), two of the most common natural contaminants in drinking water. Both iAs and F are known neurotoxins and affect neurodevelopment of children. However, very few studies have investigated the neurodevelopmental effects of concurrent exposure to iAs and F, which could potentially pose a greater risk than iAs or F exposure alone. Further, perturbations of gut microbiota, which plays a regulatory role in neurodevelopment, resulting from iAs and F exposure has been reported in numerous studies. There is lacking of information regarding to the relationship among concurrent iAs and F exposure, microbiome disruption, and neurodevelopmental impacts. To fill these gaps, we treated offspring rats to iAs (50 mg/L NaAsO) and F (100 mg/L NaF), alone or combined from early life (in utero and childhood) to puberty. We applied Morris water maze test to assess spatial learning and memory of these rats and generated gut microbiome profiles using 16S rRNA gene sequencing. We showed that concurrent iAs and F exposure caused more prominent neurodevelopmental effects in rats than either iAs or F exposure alone. Moreover, Unsupervised Principal Coordinates Analysis (PCoA) and Linear Discriminant Analysis Effect Size (LEfSe) analysis of gut microbiome sequencing results separated concurrent exposure group from others, indicating a more sophisticated change of gut microbial communities occurred under the concurrent exposure condition. Further, a correlation analysis between indices of the water maze test and microbial composition at the genus level identified featured genera that were clearly associated with neurobehavioral performance of rats. 75% (9 out of 12) genera, which had a remarkable difference in relative abundance between the control and combined iAs and F exposure groups, showed significantly strong correlations (r = 0.70-0.90) with the water maze performance indicators. Collectively, these results suggest that concurrent iAs and F exposure led to more prominent effects on neurodevelopment and gut microbiome composition structures in rats, and the strong correlation between them indicates a high potential for the development of novel microbiome-based biomarkers of iAs and/or F associated neurodevelopmental deficits.
世界上许多“热点”地理区域的饮用水中同时存在无机砷 (iAs) 和氟化物 (F),这两种都是饮用水中最常见的天然污染物。iAs 和 F 均为已知的神经毒素,会影响儿童的神经发育。然而,很少有研究调查同时接触 iAs 和 F 对神经发育的影响,这种影响可能比单独接触 iAs 或 F 的影响更大。此外,许多研究报告了 iAs 和 F 暴露会导致肠道微生物组失调,而肠道微生物组在神经发育中起着调节作用。目前,关于同时接触 iAs 和 F、微生物组破坏和神经发育影响之间的关系,信息还很缺乏。为了填补这些空白,我们从生命早期(宫内和儿童期)到青春期,用 iAs(50mg/L NaAsO)和 F(100mg/L NaF)单独或联合处理后代大鼠。我们应用 Morris 水迷宫测试来评估这些大鼠的空间学习和记忆能力,并通过 16S rRNA 基因测序生成肠道微生物组图谱。结果表明,与单独接触 iAs 或 F 相比,同时接触 iAs 和 F 会导致大鼠更明显的神经发育影响。此外,基于肠道微生物组测序结果的无监督主坐标分析(PCoA)和线性判别分析效应量(LEfSe)分析将同时暴露组与其他组区分开来,表明在同时暴露条件下,肠道微生物群落发生了更复杂的变化。进一步,水迷宫测试指标与微生物组成在属水平上的相关性分析确定了与大鼠神经行为表现明显相关的特征属。在对照组和联合 iAs 和 F 暴露组之间相对丰度有显著差异的 75%(12 个属中的 9 个)属与水迷宫性能指标呈显著强相关(r=0.70-0.90)。综上所述,这些结果表明,同时接触 iAs 和 F 会导致大鼠的神经发育和肠道微生物组组成结构出现更明显的影响,它们之间的强相关性表明,开发基于微生物组的新型生物标志物来预测 iAs 和/或 F 相关神经发育缺陷的潜力很大。