Department of Biochemistry and Biomedical Sciences, McMaster University, Hamilton, Ontario, Canada.
Department of Chemistry and Chemical Biology, McMaster University, Hamilton, Ontario, Canada.
J Nutr. 2023 Feb;153(2):470-482. doi: 10.1016/j.tjnut.2022.12.016. Epub 2022 Dec 27.
Diet is known to affect the gut microbiota and the serum metabolome in adults, but this has not been fully explored in infants. Infancy is an important developmental period that may influence a person's long-term health. Infant development can be affected by diet, which also interacts with the developing gut microbiota.
This study aimed to explore the associations between diet, the gut microbiota, and the serum metabolome of 1-y-old infants with the overarching goal of identifying serum biomarkers of diet and/or the gut microbiota.
We derived dietary patterns of 1-y-old infants (n = 182) participating in the Canadian South Asian Birth Cohort (START) study. We compared gut microbiota α-diversity and β-diversity and taxa relative abundance from 16S rRNA gene profiles with dietary patterns (PERMANOVA, Envfit) and investigated diet-serum metabolite associations using a multivariate analysis (partial least squares-discriminant analysis) and univariate analysis (t test). We explored the effect of nondietary factors on diet-serum metabolite relationships by incorporating diet, the gut microbiota, and maternal, perinatal, and infant characteristics in a multivariable forward stepwise regression. We replicated this analysis in White European infants, from the CHILD Cohort Study (n = 81).
A dietary pattern characterized by formula consumption and negatively associated with breastfeeding most strongly predicted variation in the gut microbiota (R = 0.109) and serum metabolome (R = 0.547). Breastfed participants showed higher abundance of microbes from the genera Bifidobacterium (3.29 log2-fold) and Lactobacillus (7.93 log2-fold) and higher median concentrations of the metabolites S-methylcysteine (1.38 μM) and tryptophan betaine (0.43 μM) than nonbreastfed participants. Formula consuming infants showed higher median concentrations of branched-chain/aromatic amino acids (average 48.3 μM) than non-formula-consuming infants.
Formula consumption and breastfeeding most strongly predicted the serum metabolites of 1-y-old infants, even when the gut microbiota, solid food consumption, and other covariates were considered.
饮食已知会影响成人的肠道微生物群和血清代谢组,但在婴儿中尚未得到充分研究。婴儿期是一个重要的发育阶段,可能会影响一个人的长期健康。婴儿的发育受到饮食的影响,而饮食也与正在发育的肠道微生物群相互作用。
本研究旨在探索 1 岁婴儿的饮食、肠道微生物群和血清代谢组之间的关联,其首要目标是确定饮食和/或肠道微生物群的血清生物标志物。
我们从参加加拿大南亚出生队列(START)研究的 1 岁婴儿(n=182)中得出饮食模式。我们通过 PERMANOVA、Envfit 比较了 16S rRNA 基因谱中的肠道微生物群 α 多样性和 β 多样性以及分类群相对丰度与饮食模式之间的关系,并使用多元分析(偏最小二乘判别分析)和单变量分析(t 检验)研究了饮食-血清代谢物的关联。我们通过在多变量逐步回归中纳入饮食、肠道微生物群以及母亲、围产期和婴儿特征,探索了非饮食因素对饮食-血清代谢物关系的影响。我们在 CHILD 队列研究(n=81)中的白种欧洲婴儿中复制了这项分析。
以配方奶消费为特征且与母乳喂养呈负相关的饮食模式最能预测肠道微生物群(R=0.109)和血清代谢组(R=0.547)的变化。母乳喂养的参与者表现出更高的双歧杆菌(3.29 log2 倍)和乳杆菌(7.93 log2 倍)属微生物的丰度,以及更高的 S-甲基半胱氨酸(1.38 μM)和色氨酸甜菜碱(0.43 μM)的中位数浓度,而非母乳喂养的参与者。与非配方奶喂养的婴儿相比,食用配方奶的婴儿的支链/芳香族氨基酸中位数浓度更高(平均 48.3 μM)。
即使考虑到肠道微生物群、固体食物摄入和其他协变量,配方奶消费和母乳喂养最能预测 1 岁婴儿的血清代谢物。