Minot Samuel S, Mayer-Blackwell Koshlan, Fiore-Gartland Andrew, Johnson Andrew, Self Steven, Bhatti Parveen, Yao Lena, Liu Lili, Sun Xin, Jinfa Yi, Kublin James
Data Core, Fred Hutchinson Cancer Center, Seattle, USA.
Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, USA.
medRxiv. 2023 Dec 17:2023.12.16.23300077. doi: 10.1101/2023.12.16.23300077.
The human gut microbiome develops rapidly during infancy, a key window of development coinciding with maturation of the adaptive immune system. However, little is known of the microbiome growth dynamics over the first few months of life and whether there are any generalizable patterns across human populations. We performed metagenomic sequencing on stool samples (n=94) from a cohort of infants (n=15) at monthly intervals in the first six months of life, augmenting our dataset with seven published studies for a total of 4,441 metagenomes from 1,162 infants.
Strain-level analysis was used to identify 592 of the most abundant organisms in the infant gut microbiome. Previously unrecognized consortia were identified which exhibited highly correlated abundances across samples and were composed of diverse species spanning multiple genera. Analysis of a cohort of infants with cystic fibrosis identified one such novel consortium of diverse which was positively correlated with weight gain. While all studies showed an increased community stability during the first year of life, microbial dynamics varied widely in the first few months of life, both by study and by individual.
By augmenting published metagenomic datasets with data from a newly established cohort we were able to identify novel groups of organisms that are correlated with measures of robust human development. We hypothesize that the presence of these groups may impact human health in aggregate in ways that individual species may not in isolation.
人类肠道微生物群在婴儿期迅速发展,这是一个与适应性免疫系统成熟同时出现的关键发育窗口。然而,对于生命最初几个月微生物群的生长动态以及不同人群之间是否存在可推广的模式,我们知之甚少。我们对一组婴儿(n = 15)在生命的前六个月每月采集的粪便样本(n = 94)进行宏基因组测序,并将我们的数据集与七项已发表的研究相结合,从而得到来自1162名婴儿的总共4441个宏基因组。
通过菌株水平分析,我们鉴定出婴儿肠道微生物群中592种最丰富的生物体。我们识别出了此前未被认识的微生物群落,这些群落的丰度在不同样本间呈现高度相关性,并且由跨越多个属的不同物种组成。对一组患有囊性纤维化的婴儿的分析发现了一个这样的新型多样微生物群落,其与体重增加呈正相关。虽然所有研究都表明在生命的第一年中群落稳定性增加,但在生命的最初几个月中,微生物动态在不同研究之间以及个体之间差异很大。
通过将新建立队列的数据与已发表的宏基因组数据集相结合,我们能够识别出与人类健康稳健发展指标相关的新型生物体群。我们推测,这些菌群的存在可能以单个物种单独存在时所不具备的方式整体影响人类健康。