Gut microbiota perturbations and neurodevelopmental impacts in offspring rats concurrently exposure to inorganic arsenic and fluoride

被引:34
作者
Qiu, Yulan [1 ]
Chen, Xushen [2 ]
Yan, Xiaoyan [1 ]
Wang, Jie [3 ,4 ]
Yu, Guan [5 ]
Ma, Wenyan [1 ]
Xiao, Bo [6 ]
Quinones, Sarah [2 ]
Tian, Xiaolin [7 ]
Ren, Xuefeng [2 ,6 ]
机构
[1] Shanxi Med Univ, Sch Publ Hlth, Taiyuan, Shanxi, Peoples R China
[2] Univ Buffalo, Sch Publ Hlth & Hlth Profess, Dept Epidemiol & Environm Hlth, 3435 Main St, Buffalo, NY 14214 USA
[3] Univ Buffalo, Jacobs Sch Med & Biomed Sci, Dept Biochem, Buffalo, NY 14214 USA
[4] Roswell Park Comprehens Canc Ctr, Dept Biostat & Bioinformat, Buffalo, NY USA
[5] Univ Buffalo, Sch Publ Hlth & Hlth Profess, Dept Biostat, Buffalo, NY 14214 USA
[6] Univ Buffalo, Jacobs Sch Med & Biomed Sci, Dept Pharmacol & Toxicol, Buffalo, NY 14214 USA
[7] Shanxi Med Univ, Shanxi Key Lab Expt Anim & Human Dis Anim Models, Taiyuan, Shanxi, Peoples R China
基金
美国国家卫生研究院; 中国国家自然科学基金;
关键词
Inorganic arsenic; Fluoride; Concurrent exposure; Gut microbiota perturbations; Neurodevelopmental impacts; LONG-TERM POTENTIATION; DRINKING-WATER; BRAIN AXIS; HEALTH; MEMORY; PROVINCE; CHILDREN; BEHAVIOR; DISEASE; MICE;
D O I
10.1016/j.envint.2020.105763
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
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 NaAsO2) 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.
引用
收藏
页数:12
相关论文
共 94 条
  • [1] Statistical modeling of global geogenic arsenic contamination in groundwater
    Amini, Manouchehr
    Abbaspour, Karim C.
    Berg, Michael
    Winkel, Lenny
    Hug, Stephan J.
    Hoehn, Eduard
    Yang, Hong
    Johnson, C. Annette
    [J]. ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2008, 42 (10) : 3669 - 3675
  • [2] Arshad N., 2016, ENV SCI POLLUT RES I
  • [3] Bancroft J.D., 2008, ELSEVIER HLTH SCI
  • [4] Prenatal Fluoride Exposure and Cognitive Outcomes in Children at 4 and 6-12 Years of Age in Mexico
    Bashash, Morteza
    Thomas, Deena
    Hu, Howard
    Martinez-Mier, E. Angeles
    Sanchez, Brisa N.
    Basu, Niladri
    Peterson, Karen E.
    Ettinger, Adrienne S.
    Wright, Robert
    Zhang, Zhenzhen
    Liu, Yun
    Schnaas, Lourdes
    Mercado-Garcia, Adriana
    Maria Tellez-Rojo, Martha
    Hernandez-Avila, Mauricio
    [J]. ENVIRONMENTAL HEALTH PERSPECTIVES, 2017, 125 (09)
  • [5] Randomized Open-Label Pilot Study of the Influence of Probiotics and the Gut Microbiome on Toxic Metal Levels in Tanzanian Pregnant Women and School Children
    Bisanz, Jordan E.
    Enos, Megan K.
    Mwanga, Joseph R.
    Changalucha, John
    Burton, Jeremy P.
    Gloor, Gregory B.
    Reid, Gregor
    [J]. MBIO, 2014, 5 (05):
  • [6] A SYNAPTIC MODEL OF MEMORY - LONG-TERM POTENTIATION IN THE HIPPOCAMPUS
    BLISS, TVP
    COLLINGRIDGE, GL
    [J]. NATURE, 1993, 361 (6407) : 31 - 39
  • [7] Reproducible, interactive, scalable and extensible microbiome data science using QIIME 2
    Bolyen, Evan
    Rideout, Jai Ram
    Dillon, Matthew R.
    Bokulich, NicholasA.
    Abnet, Christian C.
    Al-Ghalith, Gabriel A.
    Alexander, Harriet
    Alm, Eric J.
    Arumugam, Manimozhiyan
    Asnicar, Francesco
    Bai, Yang
    Bisanz, Jordan E.
    Bittinger, Kyle
    Brejnrod, Asker
    Brislawn, Colin J.
    Brown, C. Titus
    Callahan, Benjamin J.
    Caraballo-Rodriguez, Andres Mauricio
    Chase, John
    Cope, Emily K.
    Da Silva, Ricardo
    Diener, Christian
    Dorrestein, Pieter C.
    Douglas, Gavin M.
    Durall, Daniel M.
    Duvallet, Claire
    Edwardson, Christian F.
    Ernst, Madeleine
    Estaki, Mehrbod
    Fouquier, Jennifer
    Gauglitz, Julia M.
    Gibbons, Sean M.
    Gibson, Deanna L.
    Gonzalez, Antonio
    Gorlick, Kestrel
    Guo, Jiarong
    Hillmann, Benjamin
    Holmes, Susan
    Holste, Hannes
    Huttenhower, Curtis
    Huttley, Gavin A.
    Janssen, Stefan
    Jarmusch, Alan K.
    Jiang, Lingjing
    Kaehler, Benjamin D.
    Bin Kang, Kyo
    Keefe, Christopher R.
    Keim, Paul
    Kelley, Scott T.
    Knights, Dan
    [J]. NATURE BIOTECHNOLOGY, 2019, 37 (08) : 852 - 857
  • [8] Borman B, 2013, NEW ZEAL MED J, V126, P111
  • [9] The Impact of Microbiota on Brain and Behavior: Mechanisms & Therapeutic Potential
    Borre, Yuliya E.
    Moloney, Rachel D.
    Clarke, Gerard
    Dinan, Timothy G.
    Cryan, John F.
    [J]. MICROBIAL ENDOCRINOLOGY: THE MICROBIOTA-GUT-BRAIN AXIS IN HEALTH AND DISEASE, 2014, 817 : 373 - 403
  • [10] Bretzler A., 2017, SCI TOTAL ENV