Prospective association of the infant gut microbiome with social behaviors in the ECHO consortium.

IF 6.3 1区 医学 Q1 GENETICS & HEREDITY
Hannah E Laue, Kevin S Bonham, Modupe O Coker, Yuka Moroishi, Wimal Pathmasiri, Susan McRitchie, Susan Sumner, Anne G Hoen, Margaret R Karagas, Vanja Klepac-Ceraj, Juliette C Madan
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引用次数: 0

Abstract

Background: Identifying modifiable risk factors of autism spectrum disorders (ASDs) may inform interventions to reduce financial burden. The infant/toddler gut microbiome is one such feature that has been associated with social behaviors, but results vary between cohorts. We aimed to identify consistent overall and sex-specific associations between the early-life gut microbiome and autism-related behaviors.

Methods: Utilizing the Environmental influences on Children Health Outcomes (ECHO) consortium of United States (U.S.) pediatric cohorts, we gathered data on 304 participants with fecal metagenomic sequencing between 6-weeks to 2-years postpartum (481 samples). ASD-related social development was assessed with the Social Responsiveness Scale (SRS-2). Linear regression, PERMANOVA, and Microbiome Multivariable Association with Linear Models (MaAsLin2) were adjusted for sociodemographic factors. Stratified models estimated sex-specific effects.

Results: Genes encoding pathways for synthesis of short-chain fatty acids were associated with higher SRS-2 scores, indicative of ASDs. Fecal concentrations of butyrate were also positively associated with ASD-related SRS-2 scores, some of which may be explained by formula use.

Limitations: The distribution of age at outcome assessment differed in the cohorts included, potentially limiting comparability between cohorts. Stool sample collection methods also differed between cohorts. Our study population reflects the general U.S. population, and thus includes few participants who met the criteria for being at high risk of developing ASD.

Conclusions: Our study is among the first multicenter studies in the U.S. to describe prospective microbiome development from infancy in relation to neurodevelopment associated with ASDs. Our work contributes to clarifying which microbial features associate with subsequent diagnosis of neuropsychiatric outcomes. This will allow for future interventional research targeting the microbiome to change neurodevelopmental trajectories.

婴儿肠道微生物群与 ECHO 联合体社交行为的前瞻性关联。
背景:确定自闭症谱系障碍(ASD)的可改变风险因素可为减轻经济负担的干预措施提供依据。婴幼儿肠道微生物组是与社会行为相关的特征之一,但不同队列的结果各不相同。我们的目的是确定生命早期肠道微生物组与自闭症相关行为之间的整体一致性和性别特异性关联:利用美国儿科队列环境对儿童健康结果的影响(ECHO)联盟,我们收集了 304 名参与者在产后 6 周至 2 年期间(481 个样本)的粪便元基因组测序数据。与 ASD 相关的社会发展通过社会反应性量表 (SRS-2) 进行评估。线性回归、PERMANOVA 和微生物组多变量关联线性模型 (MaAsLin2) 对社会人口学因素进行了调整。分层模型估计了性别特异性效应:结果:编码短链脂肪酸合成途径的基因与较高的 SRS-2 评分相关,表明存在 ASD。粪便中的丁酸盐浓度也与ASD相关的SRS-2得分呈正相关,其中部分原因可能与配方奶粉的使用有关:局限性:纳入研究的队列在结果评估时的年龄分布不同,这可能会限制队列间的可比性。各组间的粪便样本采集方法也不尽相同。我们的研究人群反映了美国的总体情况,因此其中符合 ASD 高风险标准的参与者很少:我们的研究是美国首批多中心研究之一,该研究描述了从婴儿期开始的前瞻性微生物组发育与 ASD 相关神经发育的关系。我们的工作有助于明确哪些微生物特征与神经精神疾病的后续诊断结果有关。这将有助于未来针对微生物组进行干预研究,以改变神经发育轨迹。
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来源期刊
Molecular Autism
Molecular Autism GENETICS & HEREDITY-NEUROSCIENCES
CiteScore
12.10
自引率
1.60%
发文量
44
审稿时长
17 weeks
期刊介绍: Molecular Autism is a peer-reviewed, open access journal that publishes high-quality basic, translational and clinical research that has relevance to the etiology, pathobiology, or treatment of autism and related neurodevelopmental conditions. Research that includes integration across levels is encouraged. Molecular Autism publishes empirical studies, reviews, and brief communications.
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