Guzzardi Maria Angela, La Rosa Federica, Granziera Federico, Panetta Daniele, Pardo-Tendero Mercedes, Barone Monica, Turroni Silvia, Faita Francesco, Kusmic Claudia, Brigidi Patrizia, Monleon Daniel, Iozzo Patricia
Institute of Clinical Physiology (IFC), National Research Council (CNR), 56124 Pisa, Italy.
Institute of Clinical Physiology (IFC), National Research Council (CNR), 56124 Pisa, Italy; Sant'Anna School of Advanced Studies, 56127 Pisa, Italy.
Brain Behav Immun. 2023 Nov;114:94-110. doi: 10.1016/j.bbi.2023.08.009. Epub 2023 Aug 7.
The gut microbiota has been causally linked to cognitive development. We aimed to identify metabolites mediating its effect on cognitive development, and foods or nutrients related to most promising metabolites. Faeces from 5-year-old children (DORIAN-PISAC cohort, including 90 general population families with infants, 42/48 females/males, born in 2011-2014) were transplanted (FMT) into C57BL/6 germ-free mice. Children and recipient mice were stratified by cognitive phenotype, or based on protective metabolites. Food frequency questionnaires were obtained in children. Cognitive measurements in mice included five Y-maze tests until 23 weeks post-FMT, and (at 23 weeks) PET-CT for brain metabolism and radiodensity, and ultrasound-based carotid vascular indices. Children (faeces, urine) and mice (faeces, plasma) metabolome was measured by 1H NMR spectroscopy, and the faecal microbiota was profiled in mice by 16S rRNA amplicon sequencing. Cognitive scores of children and recipient mice were correlated. FMT-dependent modifications of brain metabolism were observed. Mice receiving FMT from high-cognitive or protective metabolite-enriched children developed superior cognitive-behavioural performance. A panel of metabolites, namely xanthine, hypoxanthine, formate, mannose, tyrosine, phenylalanine, glutamine, was found to mediate the gut-cognitive axis in donor children and recipient mice. Vascular indices partially explained the metabolite-to-phenotype relationships. Children's consumption of legumes, whole-milk yogurt and eggs, and intake of iron, zinc and vitamin D appeared to support protective gut metabolites. Overall, metabolites involved in inflammation, purine metabolism and neurotransmitter synthesis mediate the gut-cognitive axis, and holds promise for screening. The related dietary and nutritional findings offer leads to microbiota-targeted interventions for cognitive protection, with long-lasting effects.
肠道微生物群与认知发展存在因果联系。我们旨在确定介导其对认知发展影响的代谢物,以及与最有前景的代谢物相关的食物或营养素。将5岁儿童(多里安 - 皮萨克队列,包括90个有婴儿的普通家庭,42名女性/48名男性,出生于2011 - 2014年)的粪便移植(FMT)到C57BL/6无菌小鼠体内。根据认知表型或基于保护性代谢物对儿童和受体小鼠进行分层。收集儿童的食物频率问卷。小鼠的认知测量包括在FMT后23周内进行五次Y迷宫测试,以及(在23周时)进行脑代谢和放射密度的PET-CT以及基于超声的颈动脉血管指数测量。通过1H NMR光谱法测量儿童(粪便、尿液)和小鼠(粪便、血浆)的代谢组,并通过16S rRNA扩增子测序对小鼠粪便微生物群进行分析。将儿童和受体小鼠的认知得分进行关联。观察到FMT依赖的脑代谢改变。接受来自高认知或富含保护性代谢物儿童的FMT的小鼠表现出卓越的认知行为表现。发现一组代谢物,即黄嘌呤、次黄嘌呤、甲酸、甘露糖、酪氨酸、苯丙氨酸、谷氨酰胺,在供体儿童和受体小鼠中介导肠道 - 认知轴。血管指数部分解释了代谢物与表型之间的关系。儿童食用豆类、全脂酸奶和鸡蛋,以及摄入铁、锌和维生素D似乎有助于产生保护性肠道代谢物。总体而言,参与炎症、嘌呤代谢和神经递质合成的代谢物介导肠道 - 认知轴,具有筛查潜力。相关的饮食和营养发现为针对微生物群的认知保护干预措施提供了线索,具有长期效果。