Blizard Institute, Queen Mary University of London, London, UK.
Microenvironment & Immunity Unit, INSERM U1224, Institut Pasteur, 75015, Paris, France.
Nat Commun. 2023 Feb 14;14(1):654. doi: 10.1038/s41467-023-36135-6.
Stunting affects one-in-five children globally and is associated with greater infectious morbidity, mortality and neurodevelopmental deficits. Recent evidence suggests that the early-life gut microbiome affects child growth through immune, metabolic and endocrine pathways. Using whole metagenomic sequencing, we map the assembly of the gut microbiome in 335 children from rural Zimbabwe from 1-18 months of age who were enrolled in the Sanitation, Hygiene, Infant Nutrition Efficacy Trial (SHINE; NCT01824940), a randomized trial of improved water, sanitation and hygiene (WASH) and infant and young child feeding (IYCF). Here, we show that the early-life gut microbiome undergoes programmed assembly that is unresponsive to the randomized interventions intended to improve linear growth. However, maternal HIV infection is associated with over-diversification and over-maturity of the early-life gut microbiome in their uninfected children, in addition to reduced abundance of Bifidobacterium species. Using machine learning models (XGBoost), we show that taxonomic microbiome features are poorly predictive of child growth, however functional metagenomic features, particularly B-vitamin and nucleotide biosynthesis pathways, moderately predict both attained linear and ponderal growth and growth velocity. New approaches targeting the gut microbiome in early childhood may complement efforts to combat child undernutrition.
发育迟缓影响全球五分之一的儿童,与更高的传染性发病率、死亡率和神经发育缺陷有关。最近的证据表明,生命早期的肠道微生物群通过免疫、代谢和内分泌途径影响儿童的生长。使用全宏基因组测序,我们绘制了来自津巴布韦农村的 335 名儿童的肠道微生物组图谱,这些儿童从 1 至 18 个月大时就参与了环境卫生、个人卫生、婴幼儿营养功效试验 (SHINE; NCT01824940),这是一项针对改善水、环境卫生和个人卫生以及婴幼儿喂养的随机试验。在这里,我们表明,生命早期的肠道微生物组经历了程序化的组装,而这种组装对旨在改善线性生长的随机干预是没有反应的。然而,与未感染的儿童相比,母亲的 HIV 感染与生命早期肠道微生物组的过度多样化和过度成熟有关,双歧杆菌属的丰度也降低了。使用机器学习模型 (XGBoost),我们表明,分类微生物组特征对儿童生长的预测能力很差,但是功能宏基因组特征,特别是 B 族维生素和核苷酸生物合成途径,对获得的线性和体重生长以及生长速度有适度的预测能力。针对儿童早期肠道微生物组的新方法可能会补充对抗儿童营养不良的努力。