Exposure to metal mixtures may decrease children's cognitive flexibility via gut microbiota

被引:4
|
作者
Sun, Yue [1 ,2 ]
Wang, Yanwen [2 ]
Fang, Jianlong [2 ]
Du, Yanjun [2 ]
Wang, Minghao [2 ]
Liu, Xiaotu [3 ]
Chen, Da [3 ]
Sun, Qinghua [2 ,4 ,5 ]
Li, Tiantian [1 ,2 ,4 ,5 ]
机构
[1] Nanjing Med Univ, Sch Publ Hlth, Nanjing 211166, Peoples R China
[2] Chinese Ctr Dis Control & Prevent, Natl Inst Environm Hlth, China CDC Key Lab Environm & Populat Hlth, Beijing 100021, Peoples R China
[3] Jinan Univ, Sch Environm, Guangdong Key Lab Environm Pollut & Hlth, Guangzhou 510632, Peoples R China
[4] Nanjing Med Univ, Sch Publ Hlth, Nanjing 211166, Peoples R China
[5] Chinese Ctr Dis Control & Prevent, Natl Inst Environm Hlth, China CDC Key Lab Environm & Populat Hlth, 7 Panjiayuan Nanli, Beijing 10021, Peoples R China
基金
中国国家自然科学基金;
关键词
Metal mixtures exposure; Human health; Risk; Cognitive flexibility; Gut microbiota; ASSOCIATION; MEMORY;
D O I
10.1016/j.eti.2023.103012
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Previous studies on metals and children's cognition were mostly on single metal; however, real exposure environment is mixed and complex. Although recent studies on metal mixtures show the overall effect on children's cognitive ability, the underlying mechanism is still unclear. This study aimed to explore the overall effects of multiple metals on children's cognitive flexibility and identify key metals and their possible mechanisms. This is a case-control study in 19 children aged 10-11 years to explore the mixed effects analysis of single-metal and overall effects of 19 urinary metals mixture using the bayesian kernel machine regression (BKMR) model. We found that exposure to 19 metals mixture has an adverse effect on the cognitive flexibility of children. We were able to identify that Cu, Co, Al, and Pb are the key metals that affect children's cognitive flexibility in metal mixtures exposure. Key metals may affect children's cognitive flexibility by disturbing the gut microbiota. This study provided new evidence about the impact of exposure to metal mixtures on children's cognition. More research are needed to confirm our results and further elucidate the underlying mechanisms of gut microbiota.(c) 2023 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
引用
收藏
页数:11
相关论文
共 50 条
  • [21] Exposure to metal mixtures and telomere length in Bangladeshi children
    Farzan, Shohreh F.
    Niu, Zhongzheng
    Guo, Fangqi
    Shahriar, Mohammad
    Kibriya, Muhammad G.
    Jasmine, Farzana
    Sarwar, Golam
    Jackson, Brian P.
    Ahsan, Habibul
    Argos, Maria
    AMERICAN JOURNAL OF EPIDEMIOLOGY, 2024, : 35 - 43
  • [22] Electroacupuncture may alleviate behavioral defects via modulation of gut microbiota in a mouse model of Parkinson's disease
    Han, Qiu-Qin
    Fu, Yi
    Le, Jia-Mei
    Pilot, Adam
    Cheng, Si
    Chen, Pei-Qing
    Wu, Hailong
    Wan, Guo-Qing
    Gu, Xue-Feng
    ACUPUNCTURE IN MEDICINE, 2021, 39 (05) : 501 - 511
  • [23] Exposure to Perfluorooctanoic Acid Induces Cognitive Deficits via Altering Gut Microbiota Composition, Impairing Intestinal Barrier Integrity, and Causing Inflammation in Gut and Brain
    Shi, Licai
    Zheng, Jiaojiao
    Yan, Shikai
    Li, Yinxia
    Wang, Yajie
    Liu, Xuebo
    Xiao, Chunxia
    JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2020, 68 (47) : 13916 - 13928
  • [24] Probiotic Clostridium butyricum ameliorates cognitive impairment in obesity via the microbiota-gut-brain axis
    Zheng, Mingxuan
    Ye, Huaiyu
    Yang, Xiaoying
    Shen, Lijun
    Dang, Xuemei
    Liu, Xiaoli
    Gong, Yuying
    Wu, Qingyuan
    Wang, Li
    Ge, Xing
    Fang, Xiaoli
    Hou, Benchi
    Zhang, Peng
    Tang, Renxian
    Zheng, Kuiyang
    Huang, Xu-Feng
    Yu, Yinghua
    BRAIN BEHAVIOR AND IMMUNITY, 2024, 115 : 565 - 587
  • [25] Heat exposure promotes sarcopenia via gut microbiota-derived metabolites
    Guo, Yi-Fan
    Liu, Zhe-Yu
    Zhou, Min
    Kuang, Wei-Hong
    Liu, Ya
    Huang, Yan
    Yin, Ping
    Xia, Zhu-Ying
    AGING CELL, 2025, 24 (02)
  • [26] Alterations of the gut microbiota and metabolomics in children with e-waste lead exposure
    Zeng, Xiang
    Zeng, Zhijun
    Wang, Qihua
    Liang, Wanting
    Guo, Yufeng
    Huo, Xia
    JOURNAL OF HAZARDOUS MATERIALS, 2022, 434
  • [27] The development of cognitive flexibility: Evidence from children's drawings
    Spensley, F
    Taylor, J
    HUMAN DEVELOPMENT, 1999, 42 (06) : 300 - 324
  • [28] Elemicin exposure induced aberrant lipid metabolism via modulation of gut microbiota in mice
    Zhang, Yi
    Ji, Mufan
    Gu, Zhenyang
    Pei, Wenlong
    Zhu, Jun
    Wu, Qian
    Li, Lei
    Zhang, Zhan
    TOXICOLOGY, 2022, 467
  • [29] Gut Microbiota Changes and Their Correlation with Cognitive and Neuropsychiatric Symptoms in Alzheimer's Disease
    Zhou, Yunzhe
    Wang, Yan
    Quan, Meina
    Zhao, Huiying
    Jia, Jianping
    JOURNAL OF ALZHEIMERS DISEASE, 2021, 81 (02) : 583 - 595
  • [30] Pathogenesis of Children's Allergic Diseases: Refocusing the Role of the Gut Microbiota
    Hu, Tingting
    Dong, Yinmiao
    Yang, Chenghao
    Zhao, Mingyi
    He, Qingnan
    FRONTIERS IN PHYSIOLOGY, 2021, 12