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Neurodevelopment correlates with gut microbiota in a cross-sectional analysis of children at 3 years of age in rural China
We investigated cross-sectional associations between children’s neurodevelopment and their gut microbiota composition. Study children (36 months of age) lived in rural China (n = 46). Neurodevelopment was assessed using the Bayley Scales of Infant Development, 2nd Edition, yielding the Mental Develo...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8016964/ https://www.ncbi.nlm.nih.gov/pubmed/33795717 http://dx.doi.org/10.1038/s41598-021-86761-7 |
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author | Rothenberg, Sarah E. Chen, Qiurong Shen, Jian Nong, Yanfen Nong, Hua Trinh, Eva P. Biasini, Fred J. Liu, Jihong Zeng, Xiaoyun Zou, Yunfeng Ouyang, Fengxiu Korrick, Susan A. |
author_facet | Rothenberg, Sarah E. Chen, Qiurong Shen, Jian Nong, Yanfen Nong, Hua Trinh, Eva P. Biasini, Fred J. Liu, Jihong Zeng, Xiaoyun Zou, Yunfeng Ouyang, Fengxiu Korrick, Susan A. |
author_sort | Rothenberg, Sarah E. |
collection | PubMed |
description | We investigated cross-sectional associations between children’s neurodevelopment and their gut microbiota composition. Study children (36 months of age) lived in rural China (n = 46). Neurodevelopment was assessed using the Bayley Scales of Infant Development, 2nd Edition, yielding the Mental Developmental Index (MDI) and Psychomotor Developmental Index (PDI). Children's gut microbiota was assessed using 16S rRNA gene profiling. Microbial diversity was characterized using alpha diversity patterns. Additionally, 3 coabundance factors were determined for the 25 most abundant taxa. Multivariable linear regression models were constructed to examine the relationships between Bayley scores (MDI and PDI) and children's gut microbiota. In adjusted models, MDI and PDI scores were not associated with alpha diversity indices. However, in adjusted models, MDI and PDI scores were positively associated with the first coabundance factor, which captured positive loadings for the genera Faecalibacterium, Sutterella, and Clostridium cluster XIVa. For an interquartile range increase in the first coabundance factor, MDI scores increased by 3.9 points [95% confidence interval (CI): 0, 7.7], while PDI scores increased by 8.6 points (95% CI 3.1, 14). Our results highlight the potential for gut microbial compositional characteristics to be important correlates of children's Bayley Scales performance at 36 months of age. |
format | Online Article Text |
id | pubmed-8016964 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-80169642021-04-07 Neurodevelopment correlates with gut microbiota in a cross-sectional analysis of children at 3 years of age in rural China Rothenberg, Sarah E. Chen, Qiurong Shen, Jian Nong, Yanfen Nong, Hua Trinh, Eva P. Biasini, Fred J. Liu, Jihong Zeng, Xiaoyun Zou, Yunfeng Ouyang, Fengxiu Korrick, Susan A. Sci Rep Article We investigated cross-sectional associations between children’s neurodevelopment and their gut microbiota composition. Study children (36 months of age) lived in rural China (n = 46). Neurodevelopment was assessed using the Bayley Scales of Infant Development, 2nd Edition, yielding the Mental Developmental Index (MDI) and Psychomotor Developmental Index (PDI). Children's gut microbiota was assessed using 16S rRNA gene profiling. Microbial diversity was characterized using alpha diversity patterns. Additionally, 3 coabundance factors were determined for the 25 most abundant taxa. Multivariable linear regression models were constructed to examine the relationships between Bayley scores (MDI and PDI) and children's gut microbiota. In adjusted models, MDI and PDI scores were not associated with alpha diversity indices. However, in adjusted models, MDI and PDI scores were positively associated with the first coabundance factor, which captured positive loadings for the genera Faecalibacterium, Sutterella, and Clostridium cluster XIVa. For an interquartile range increase in the first coabundance factor, MDI scores increased by 3.9 points [95% confidence interval (CI): 0, 7.7], while PDI scores increased by 8.6 points (95% CI 3.1, 14). Our results highlight the potential for gut microbial compositional characteristics to be important correlates of children's Bayley Scales performance at 36 months of age. Nature Publishing Group UK 2021-04-01 /pmc/articles/PMC8016964/ /pubmed/33795717 http://dx.doi.org/10.1038/s41598-021-86761-7 Text en © The Author(s) 2021 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Rothenberg, Sarah E. Chen, Qiurong Shen, Jian Nong, Yanfen Nong, Hua Trinh, Eva P. Biasini, Fred J. Liu, Jihong Zeng, Xiaoyun Zou, Yunfeng Ouyang, Fengxiu Korrick, Susan A. Neurodevelopment correlates with gut microbiota in a cross-sectional analysis of children at 3 years of age in rural China |
title | Neurodevelopment correlates with gut microbiota in a cross-sectional analysis of children at 3 years of age in rural China |
title_full | Neurodevelopment correlates with gut microbiota in a cross-sectional analysis of children at 3 years of age in rural China |
title_fullStr | Neurodevelopment correlates with gut microbiota in a cross-sectional analysis of children at 3 years of age in rural China |
title_full_unstemmed | Neurodevelopment correlates with gut microbiota in a cross-sectional analysis of children at 3 years of age in rural China |
title_short | Neurodevelopment correlates with gut microbiota in a cross-sectional analysis of children at 3 years of age in rural China |
title_sort | neurodevelopment correlates with gut microbiota in a cross-sectional analysis of children at 3 years of age in rural china |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8016964/ https://www.ncbi.nlm.nih.gov/pubmed/33795717 http://dx.doi.org/10.1038/s41598-021-86761-7 |
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