Laboratory of Microbiology, Wageningen University & Research, Wageningen, The Netherlands.
Donders Institute for Brain, Cognition and Behaviour, Department of Cognitive Neuroscience, Radboud University Medical Center, Nijmegen, The Netherlands.
Gut Microbes. 2023 Dec;15(2):2278222. doi: 10.1080/19490976.2023.2278222. Epub 2023 Nov 9.
A growing number of studies have indicated relations between the gut microbiota and mental health. However, to date, there is a scarcity of microbiota studies in community samples in early puberty. The current preregistered study (https://osf.io/wu2vt) investigated gut microbiota composition in relation to sex in low-risk children and explored behavioral associations with gut microbiota composition and metabolites in the same samples, together with the potential role of sex. Fecal microbiota composition was analyzed in 12-year-old children ( = 137) by 16S rRNA gene sequencing and quantitative PCR. Modest sex differences were observed in beta diversity. Generalized linear models showed consistent behavioral relations to both relative and absolute abundances of individual taxa, including positive associations between Parasutterella and mother-reported internalizing behavior, and negative associations between Odoribacter and mother-reported externalizing behavior. Additionally, Prevotella 9 was positively related to mother-reported externalizing behavior, confirming earlier findings on the same cohort at 5 years of age. Sex-related differences were found in behavioral relations to Ruminiclostridium 5, Alistipes, Streptococcus, Ruminiclostridium 9, Ruminococcaceae UCG-5, and Dialister, for relative abundances, as well as to Family XIII AD3011 group and an unidentified bacterium within the Tenericutes, for absolute abundances. Limited behavioral relations were observed regarding alpha diversity and fecal metabolites. Our findings describe links between the gut microbiota and child behavior, together with differences between child sexes in these relations, in low-risk early pubertal children. Importantly, this study confirmed earlier findings in this cohort of positive relations between Prevotella 9 and externalizing behavior at age 10 years. Results also show the merit of including absolute abundances in microbiota studies.
越来越多的研究表明肠道微生物群与心理健康之间存在关系。然而,迄今为止,青春期早期的社区样本中微生物群研究还很少。本预先注册研究(https://osf.io/wu2vt)调查了低风险儿童中肠道微生物群组成与性别的关系,并在相同样本中探索了行为与肠道微生物群组成和代谢物的关联,以及性别的潜在作用。通过 16S rRNA 基因测序和定量 PCR 分析了 12 岁儿童( = 137)的粪便微生物群组成。观察到β多样性存在适度的性别差异。广义线性模型显示出与个体分类群的相对和绝对丰度都有一致的行为关联,包括 Parasutterella 与母亲报告的内化行为之间的正相关,以及 Odoribacter 与母亲报告的外化行为之间的负相关。此外,Prevotella 9 与母亲报告的外化行为呈正相关,证实了对同一队列在 5 岁时的早期发现。在行为与 Ruminiclostridium 5、Alistipes、Streptococcus、Ruminiclostridium 9、Ruminococcaceae UCG-5 和 Dialister 的相对丰度,以及 Family XIII AD3011 组和厚壁菌门中未鉴定的细菌的绝对丰度的关系中发现了与性别的差异。关于α多样性和粪便代谢物,观察到的行为关系有限。我们的研究结果描述了肠道微生物群与儿童行为之间的联系,以及这些关系中儿童性别的差异,在低风险青春期早期的儿童中。重要的是,本研究证实了在同一队列中,10 岁时 Prevotella 9 与外化行为之间存在正相关的早期发现。结果还表明,在微生物群研究中包含绝对丰度是有价值的。