Shoshannah Eggers, Zachary E Hoggarth, Kiran Nagdeo, Maria J Banas, Jamil M Lane, Elza Rechtman, Chris Gennings, Elizabeth O'Neal, Paul E Peppard, Ajay K Sethi, Nasia Safdar, Kristen Mc Malecki, Amy A Schultz, Vishal Midya
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引用次数: 0
摘要
本研究调查了粮食不安全作为肠道微生物组(包括微生物群)和认知障碍风险(RCI)之间的效应调节剂的作用。分析样本(n = 360)包括威斯康辛州健康调查的成年参与者,他们有关于食物不安全、RCI和粪便样本16S rRNA测序的完整数据。使用可解释的基于机器学习的算法识别与RCI相关的微生物团。所有分析均按粮食不安全水平分层,并根据相关混杂因素进行调整。我们确定了两个派系,他们与RCI的关联被粮食不安全状况所改变。在食物不安全组中,艾森伯格氏菌或真杆菌群的存在与RCI的相关性更强(β = 0.29, p
Food insecurity modifies the association between the gut microbiome and the risk of cognitive impairment in adults.
This study investigated the role of food insecurity as an effect modifier between the gut microbiome, including groups of microbes (cliques), and risk of cognitive impairment (RCI). The analytical sample (n = 360) included adult participants of the Survey of the Health of Wisconsin with complete data on food insecurity, RCI, and 16S rRNA sequencing from stool samples. Microbial cliques associated with RCI were identified using an interpretable machine-learning-based algorithm. All analyses were stratified by food insecurity level, and adjusted for relevant confounders. We identified two cliques whose associations with RCI were modified by food insecurity status. The presence of the clique with either Eisenbergiella or Eubacterium was more strongly associated with RCI for the food-insecure group (β = 0.29, p < 0.0001). A clique representing the presence of Ruminococcus torques, Bacteroides, CAG-352F, and/or Eubacterium had a stronger association with RCI for the food-secure group (β = 0.1, p < 0.0001). Findings suggest food security be considered in RCI etiology.