ASD 患者肠道微生物组中独特和丰富的微生物及其潜在的 "盟友和敌人

IF 2.2 4区 医学 Q1 EDUCATION, SPECIAL Research in Autism Spectrum Disorders Pub Date : 2024-07-05 DOI:10.1016/j.rasd.2024.102440
Zhanshan (Sam) Ma , Lianwei Li , Hongju (Daisy) Chen
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引用次数: 0

摘要

对动物模型和人类的研究表明,肠道微生物组的组成和活性变化可能是自闭症谱系障碍(ASD)患者核心症状的发病机理之一。人们通过将经典的脑-肠轴延伸至脑-肠-微生物组(BGM)轴来研究其作用。尽管如此,关于自闭症谱系障碍的相关成分变化尚未达成共识。在这里,我们通过计算从有关 ASD 微生物组研究的大数据集中检测和汇编与 ASD 相关的 US(独特物种)和 ES(富集物种)列表,从而填补了这一空白。差距在于,现有的不同研究在 ES/US 状态方面产生了相互矛盾的证据,而且现有的 ES/US 列表往往缺乏严格的统计量化,这很可能是造成不一致的原因。为了填补这一空白,我们应用并扩展了最近在病毒组比较(VC)方面取得的计算进展,该方法能以严格的统计方法确定疾病治疗和健康对照之间的 US/ES 状态及其整体差异。我们通过建立US/ES类群的一阶(近邻)网络(FON)进一步扩展了VC方法,以加深我们对与ASD相关的微生物(包括它们的盟友和敌人)的了解。我们以严谨的统计学方法分别从 8 个数据集和它们的集合数据集中获得了 US/ES 列表,并计算了它们的联合/交叉集,从而为 US/ES 目录的实际应用提出了建议。我们还建立了FON,揭示了ASD患者中US/ES可能的一般物种出现模式,分析了与ASD相关的肠道微生物组变化的极端复杂性。
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Unique and enriched microbes and their potential “allies and foes” in the human gut microbiomes of ASD patients

Studies with animal models and humans show that alternations in the composition and activity of the gut microbiome can contribute to the etiopathogenesis of core symptoms in the ASD (autism spectrum disorder) patients. The role has been investigated by extending classic brain-gut axis to brain-gut-microbiome (BGM) axis. Nevertheless, there is not yet a consensus regarding the compositional changes associated with ASD. Here we fill a gap by computationally detecting and compiling the lists of US (unique species) and ES (enriched species) associated with ASD from big datasets on ASD-microbiome studies. The gap is that different existing studies generated conflicting evidence regarding the ES/US status, and the existing ES/US lists often lack rigorous statistical quantifications, which is likely responsible for the inconsistencies. To fill the gap, we apply and extend a recent computational advance for virome comparison (VC) that statistical rigorously determines the US/ES status and their holistic differences between the diseased treatments and healthy controls. We further extend the VC approach by building the first-order (nearest neighbor) network (FON) of US/ES taxa to deepen our understanding of the microbes associated with ASD, including their allies and foes. We obtained the US/ES lists from 8 individual datasets separately and their pooled datasets with statistical rigor and computed their union/intersection sets to make recommendations for practical applications of US/ES catalogues. We also built the FON and revealed possibly general species occurrence patterns of US/ES in ASD patients, analyzed the extreme complexity in gut microbiome alternations associated with ASD.

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来源期刊
CiteScore
4.20
自引率
8.00%
发文量
108
期刊介绍: Research in Autism Spectrum Disorders (RASD) publishes high quality empirical articles and reviews that contribute to a better understanding of Autism Spectrum Disorders (ASD) at all levels of description; genetic, neurobiological, cognitive, and behavioral. The primary focus of the journal is to bridge the gap between basic research at these levels, and the practical questions and difficulties that are faced by individuals with ASD and their families, as well as carers, educators and clinicians. In addition, the journal encourages submissions on topics that remain under-researched in the field. We know shamefully little about the causes and consequences of the significant language and general intellectual impairments that characterize half of all individuals with ASD. We know even less about the challenges that women with ASD face and less still about the needs of individuals with ASD as they grow older. Medical and psychological co-morbidities and the complications they bring with them for the diagnosis and treatment of ASD represents another area of relatively little research. At RASD we are committed to promoting high-quality and rigorous research on all of these issues, and we look forward to receiving many excellent submissions.
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