Peng Zhuoxin, Siziba Linda P, Mank Marko, Stahl Bernd, Gonsalves John, Wernecke Deborah, Rothenbacher Dietrich, Genuneit Jon
Pediatric Epidemiology, Department of Pediatrics, Medical Faculty, Leipzig University, Liebigstr 20a, Haus 6, 04103 Leipzig, Germany.
Danone Research & Innovation, 3584 CT Utrecht, The Netherlands.
Nutrients. 2025 Jan 14;17(2):280. doi: 10.3390/nu17020280.
BACKGROUND/OBJECTIVES: Although approximately 160 human milk oligosaccharides (HMOs) have been identified, current studies on HMO quantitation are limited to the 10-19 most abundant HMOs. We assessed the variations in the relative concentrations of 71 HMO structures over lactation in human milk samples by an advanced liquid chromatography-mass spectrometry approach.
Samples were collected from 64 mothers at 6 weeks, 6 months, and 12 months of lactation in the Ulm SPATZ Health Study, a German birth cohort. In this longitudinal study, we fitted linear mixed-effect models to analyze changes in the log2-transformed and standardized HMO concentration over time. Based on the profile of 71 HMOs, we also fitted a group-based multi-trajectory (GBMT) model to cluster mothers secreting cluster type I milk, who account for the majority of lactating mothers.
We found that 52 HMOs had a decreasing trend (regression coefficients ranging from -1.41 to -0.17) and 9 had an increasing trend (regression coefficients ranging from 0.25 to 0.64) during lactation, and the findings were statistically significant after multiple testing corrections. Using human milk samples of 49 mothers with type I milk, we further identified two novel sub-clusters with distinct longitudinal trajectories of concentrations of 71 HMOs during lactation: Type I-a (N = 20) and I-b (N = 29). These sub-clusters were not associated with maternal non-genetic characteristics.
Our findings extend existing knowledge about the structural diversity of HMOs and their variations over lactation. These may pave the way to investigate the potential nutritional benefits of various HMOs on infant health and early life development in the future.
背景/目的:尽管已鉴定出约160种人乳寡糖(HMOs),但目前关于HMO定量的研究仅限于10 - 19种最丰富的HMOs。我们采用先进的液相色谱 - 质谱方法评估了人乳样本中71种HMO结构在哺乳期的相对浓度变化。
在德国出生队列乌尔姆SPATZ健康研究中,收集了64位母亲在产后6周、6个月和12个月时的样本。在这项纵向研究中,我们拟合线性混合效应模型来分析经log2转换和标准化后的HMO浓度随时间的变化。基于71种HMOs的分布情况,我们还拟合了基于群体的多轨迹(GBMT)模型,以对分泌I型乳汁的母亲进行聚类,这类母亲占哺乳期母亲的大多数。
我们发现,在哺乳期,52种HMOs呈下降趋势(回归系数范围为 - 1.41至 - 0.17),9种呈上升趋势(回归系数范围为0.25至0.64),经过多重检验校正后,这些结果具有统计学意义。利用49位分泌I型乳汁母亲的人乳样本,我们进一步确定了两个新的亚组,它们在哺乳期71种HMOs的浓度具有不同的纵向轨迹:I - a型(N = 20)和I - b型(N = 29)。这些亚组与母亲的非遗传特征无关。
我们的研究结果扩展了关于HMOs结构多样性及其在哺乳期变化的现有知识。这些发现可能为未来研究各种HMOs对婴儿健康和早期生命发育的潜在营养益处铺平道路。