Department of Epidemiology and Biostatistics, Ministry of Education Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, PR China.
Department of Occupational and Environmental Health, Ministry of Education Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, PR China.
Environ Int. 2021 Oct;155:106681. doi: 10.1016/j.envint.2021.106681. Epub 2021 Jun 4.
Excessive fluoride exposure has been associated with intelligence loss, but little is known about gene-fluoride interactions on intelligence at SNP-set, gene and pathway level.
Here we conducted a population-based study in Chinese school-aged children to estimate the associations of fluoride from internal and external exposures with intelligence as well as to explore the gene-fluoride interactions on intelligence at SNP-set, gene and neurodevelopmental pathway level.
A total of 952 resident children aged 7 to 13 were included in the current study. The fluoride contents in drinking water, urine, hair and nail were measured using the ion-selective electrode method. LASSO Binomial regression was conducted to screen the intelligence-related SNP-set. The gene-fluoride interactions at gene and pathway levels were detected by the Adaptive Rank Truncated Product method.
The probability of high intelligence was inversely correlated with fluoride contents in water, urine, hair and nail (all P < 0.001). The SNP-set based on rs3788319, rs1879417, rs57377675, rs11556505 and rs7187776 was related to high intelligence (P = 0.001) alone and by interaction with water, urinary and hair fluoride (P = 0.030, 0.040, 0.010), separately. In gene level, CLU and TOMM40 interacted with hair fluoride (both P = 0.017) on intelligence. In pathway level, Alzheimer disease pathway, metabolic pathway, signal transduction pathway, sphingolipid signaling pathway and PI3K-AKT signaling pathway interacted with fluoride on intelligence in men.
Our study suggests that fluoride is inversely associated with intelligence. Moreover, the interactions of fluoride with mitochondrial function-related SNP-set, genes and pathways may also be involved in high intelligence loss.
过量的氟暴露与智力丧失有关,但对于 SNP 集、基因和途径水平上的基因-氟相互作用对智力的影响知之甚少。
本研究在中国学龄儿童中进行了一项基于人群的研究,以评估内、外暴露氟化物与智力的关系,并探讨 SNP 集、基因和神经发育途径水平上的基因-氟相互作用对智力的影响。
共纳入 952 名 7 至 13 岁的常住儿童。采用离子选择性电极法检测饮用水、尿液、头发和指甲中的氟含量。采用 LASSO 二项式回归筛选与智力相关的 SNP 集。采用自适应秩截断乘积法检测基因和途径水平上的基因-氟相互作用。
高智力的概率与水、尿、发、甲中的氟含量呈负相关(均 P<0.001)。基于 rs3788319、rs1879417、rs57377675、rs11556505 和 rs7187776 的 SNP 集与高智力有关(P=0.001),且与水、尿和发氟的相互作用有关(P=0.030、0.040、0.010)。在基因水平上,CLU 和 TOMM40 与发氟相互作用影响智力(均 P=0.017)。在途径水平上,阿尔茨海默病途径、代谢途径、信号转导途径、鞘脂信号通路和 PI3K-AKT 信号通路在男性中与氟化物在智力方面存在相互作用。
本研究表明,氟与智力呈负相关。此外,线粒体功能相关 SNP 集、基因和途径与氟化物的相互作用也可能与智力丧失有关。