巴西国家儿童营养调查(ENANI-2019)中儿童早期发育的血清代谢组指标。

IF 6.4 1区 生物学 Q1 BIOLOGY
eLife Pub Date : 2025-01-15 DOI:10.7554/eLife.97982
Marina Padilha, Victor Nahuel Keller, Paula Normando, Raquel M Schincaglia, Nathalia C Freitas-Costa, Samary S R Freire, Felipe M Delpino, Inês R R de Castro, Elisa M A Lacerda, Dayana R Farias, Zachary Kroezen, Meera Shanmuganathan, Philip Britz-Mckibbin, Gilberto Kac
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引用次数: 0

摘要

背景:循环代谢物在儿童发育中的作用尚未得到充分研究。我们研究了儿童血清代谢组与儿童早期发育(ECD)之间的关系。方法:对5004名6-59个月儿童的血清样本进行非靶向代谢组学研究,这些儿童是巴西国家儿童营养调查(ENANI-2019)的一部分参与者。使用幼儿幸福里程碑调查问卷对ECD进行评估。采用分级反应模型估计发育年龄。发育商(DQ)计算为发育年龄除以实足年龄。偏最小二乘回归选择变量重要性投影≥1的代谢物。测试了重要代谢物与儿童年龄之间的相互作用。结果:根据儿童的营养状况、饮食质量和婴儿年龄进行调整,将28种排名靠前的代谢物纳入线性回归模型。甲酚硫酸盐(β = -0.07;经校正-p < 0.001),马尿酸(β = -0.06;经校正-p < 0.001),苯乙酰谷氨酰胺(β = -0.06;经校正-p < 0.001),三甲胺- n -氧化物(β = -0.05;调整后(p = 0.002)与DQ呈负相关。我们观察到DQ与肌酐的关联方向相反(对于儿童年龄-1 SD: β = -0.05;p = 0.01;+1 sd: β = 0.05;p =0.02)和甲基组氨酸(-1 SD: β = - 0.04;p = 0.04;+1 sd: β = 0.04;p = 0.03)。结论:血清生物标志物,包括参与肠-脑轴的饮食和微生物衍生代谢物,可能被用于追踪有发育迟缓风险的儿童。资助:由巴西卫生部和巴西国家研究委员会支持。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Serum metabolome indicators of early childhood development in the Brazilian National Survey on Child Nutrition (ENANI-2019).

Background: The role of circulating metabolites on child development is understudied. We investigated associations between children's serum metabolome and early childhood development (ECD).

Methods: Untargeted metabolomics was performed on serum samples of 5,004 children aged 6-59 months, a subset of participants from the Brazilian National Survey on Child Nutrition (ENANI-2019). ECD was assessed using the Survey of Well-being of Young Children's milestones questionnaire. The graded response model was used to estimate developmental age. Developmental quotient (DQ) was calculated as the developmental age divided by chronological age. Partial least square regression selected metabolites with a variable importance projection ≥ 1. The interaction between significant metabolites and the child's age was tested.

Results: Twenty-eight top-ranked metabolites were included in linear regression models adjusted for the child's nutritional status, diet quality, and infant age. Cresol sulfate (β = -0.07; adjusted-p < 0.001), hippuric acid (β = -0.06; adjusted-p < 0.001), phenylacetylglutamine (β = -0.06; adjusted-p < 0.001), and trimethylamine-N-oxide (β = -0.05; adjusted-p = 0.002) showed inverse associations with DQ. We observed opposite directions in the association of DQ for creatinine (for children aged -1 SD: β = -0.05; p =0.01; +1 SD: β = 0.05; p =0.02) and methylhistidine (-1 SD: β = - 0.04; p =0.04; +1 SD: β = 0.04; p =0.03).

Conclusion: Serum biomarkers, including dietary and microbial-derived metabolites involved in the gut-brain axis, may potentially be used to track children at risk for developmental delays.

Funding: Supported by the Brazilian Ministry of Health and the Brazilian National Research Council.

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来源期刊
eLife
eLife BIOLOGY-
CiteScore
12.90
自引率
3.90%
发文量
3122
审稿时长
17 weeks
期刊介绍: eLife is a distinguished, not-for-profit, peer-reviewed open access scientific journal that specializes in the fields of biomedical and life sciences. eLife is known for its selective publication process, which includes a variety of article types such as: Research Articles: Detailed reports of original research findings. Short Reports: Concise presentations of significant findings that do not warrant a full-length research article. Tools and Resources: Descriptions of new tools, technologies, or resources that facilitate scientific research. Research Advances: Brief reports on significant scientific advancements that have immediate implications for the field. Scientific Correspondence: Short communications that comment on or provide additional information related to published articles. Review Articles: Comprehensive overviews of a specific topic or field within the life sciences.
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