Association of metals with early postnatal gut microbiota among infants admitted to the neonatal intensive care unit

IF 4.5 2区 医学 Q1 INFECTIOUS DISEASES
Shi-ting Xiang , Changci Zhou , Kunyan Zhao , Ye Ma , Ruiwen Huang , Yunlong Peng , Yan Tang , Fei Yang , Jun Qiu
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Abstract

The gut microbiota is closely related to infant health. However, the impact of environmental factors on the gut microbiota has not been widely investigated, particularly in vulnerable populations such as infants admitted to the neonatal intensive care unit (NICU). This study investigated the association between exposure to 12 metals and the composition of the gut microbiota in infants admitted to the NICU. Metal concentrations were determined in serum samples obtained from 107 infants admitted to the NICU at Hunan Children's hospital, China. Gut microbiota data were derived from 16S rRNA sequencing using stool samples. Generalized linear regression (GLR) models and Bayesian kernel machine regression (BKMR) analyses were used to estimate the associations between metals and both alpha-diversity indices and bacterial taxa. The GLR models showed that tin correlated negatively with the Shannon index (β = −0.55, 95% conficence interval [CI]: −0.79, −0.30, PFDR< 0.001) and positively with the Simpson index (β = 0.26, 95% CI: 0.13, 0.39, PFDR< 0.001). The BKMR analysis yielded similar results, showing that tin had the largest posterior inclusion probability for both the Shannon (0.986) and the Simpson (0.796) indices. Tin, cadmium, mercury, lead, and thallium were associated with changes in one or more taxa at the genus level. The BKMR analysis also revealed a negative correlation between metal mixtures and Clostridium_sensu_stricto, and tin contibuted mostly to the negative correlation. Early postnatal exposure to metals were associated with differences in the microbiome among infants admitted to the NICU. However, as the study was cross-sectional, these relationships must be confirmed in further studies.

新生儿重症监护室收治的婴儿中金属与产后早期肠道微生物群的关系。
肠道微生物群与婴儿健康密切相关。然而,环境因素对肠道微生物群的影响尚未得到广泛研究,尤其是在易感人群中,如新生儿重症监护室(NICU)收治的婴儿。本研究调查了新生儿重症监护室婴儿接触 12 种金属与肠道微生物群组成之间的关系。研究人员测定了中国湖南省儿童医院新生儿重症监护室 107 名婴儿血清样本中的金属浓度。肠道微生物群数据来自粪便样本的 16S rRNA 测序。使用广义线性回归(GLR)模型和贝叶斯核机器回归(BKMR)分析来估计金属与α-多样性指数和细菌分类群之间的关系。GLR 模型显示,锡与香农指数呈负相关(β = -0.55,95% 置信区间 [CI]:-0.79,-0.30,PFDR< 0.001),与辛普森指数呈正相关(β = 0.26,95% 置信区间:0.13,0.39,PFDR< 0.001)。BKMR 分析也得出了类似的结果,显示锡在香农指数(0.986)和辛普森指数(0.796)中的后纳入概率最大。锡、镉、汞、铅和铊与一个或多个类群在属一级的变化有关。BKMR 分析还显示,金属混合物与梭状芽孢杆菌之间存在负相关关系,而锡在负相关关系中占绝大部分。产后早期接触金属与新生儿重症监护室婴儿微生物组的差异有关。然而,由于该研究是横断面研究,这些关系必须在进一步的研究中得到证实。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
11.50
自引率
5.00%
发文量
151
审稿时长
22 days
期刊介绍: The International Journal of Hygiene and Environmental Health serves as a multidisciplinary forum for original reports on exposure assessment and the reactions to and consequences of human exposure to the biological, chemical, and physical environment. Research reports, short communications, reviews, scientific comments, technical notes, and editorials will be peer-reviewed before acceptance for publication. Priority will be given to articles on epidemiological aspects of environmental toxicology, health risk assessments, susceptible (sub) populations, sanitation and clean water, human biomonitoring, environmental medicine, and public health aspects of exposure-related outcomes.
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