Lopez Leyva Lilian, Gonzalez Emmanuel, Maurice Corinne F, Koski Kristine G
School of Human Nutrition, McGill University, Montreal, QC, Canada.
Canadian Centre for Computational Genomics (C3G), Montreal, QC, Canada.
Front Nutr. 2025 May 21;12:1550292. doi: 10.3389/fnut.2025.1550292. eCollection 2025.
Associations between maternal mineral intake, human milk mineral concentrations, and their interactions with the milk microbiota remain understudied, especially in low- and middle-income countries. To understand potential interactions and gain insight into milk composition dynamics, we explored associations of milk mineral concentrations with maternal mineral intakes and the human milk microbiome in an indigenous Guatemalan community.
In this cross-sectional study, milk samples were collected from 77 Mam-Mayan mothers and classified into early and established lactation. Concentrations of 9 milk minerals were analyzed, and maternal dietary intake was obtained from two 24-h recalls. Microbiome diversity was assessed by 16S rRNA gene sequencing (V5-V6 region). DESeq2 was used for differential abundance analysis. PCA and Spearman's rank correlation explored relationships among milk minerals, maternal mineral intake, and differentially abundant microbial taxa; results with FDR-adjusted -values < 0.1 were retained.
Our multifactorial analysis revealed strong associations between milk minerals and the milk microbiome and weak associations with maternal intake. Several maternal intakes (Ca, Se, K, Fe, Mn) and milk mineral concentrations (Ca, Se, K, Mg, Na) were below reference values. In early lactation, milk Fe, Mn, Se, and Cu correlated with differentially abundant taxa, while in established lactation, Fe, Mn, Se, Ca, and Na were correlated. Fe and Mn accounted for 64% of bacterial associations in early lactation and 75% in established lactation. These minerals were correlated with Pseudomonadota (early), Actinomycetota (established), and Bacillota (both), but all species were unique to each stage.
Our findings reveal a complex interplay between milk minerals and the microbiome. Iron, manganese, and selenium were consistently associated with milk bacteria across lactation stages. These correlations may reflect microbial responses to mineral availability. Further longitudinal studies with larger samples are needed to clarify how this interaction influences mineral bioavailability and infant growth.
母亲矿物质摄入量、母乳矿物质浓度及其与母乳微生物群之间的相互作用仍未得到充分研究,尤其是在低收入和中等收入国家。为了了解潜在的相互作用并深入了解乳汁成分动态,我们在危地马拉的一个土著社区中探讨了母乳矿物质浓度与母亲矿物质摄入量以及母乳微生物组之间的关联。
在这项横断面研究中,从77名马姆-玛雅族母亲那里采集了乳汁样本,并分为早期泌乳和成熟泌乳阶段。分析了9种乳汁矿物质的浓度,并通过两次24小时饮食回忆法获取母亲的饮食摄入量。通过16S rRNA基因测序(V5-V6区域)评估微生物组多样性。使用DESeq2进行差异丰度分析。主成分分析(PCA)和斯皮尔曼等级相关性分析探讨了乳汁矿物质、母亲矿物质摄入量和差异丰富的微生物分类群之间的关系;保留了错误发现率(FDR)调整后p值<0.1的结果。
我们的多因素分析揭示了乳汁矿物质与母乳微生物组之间的强关联以及与母亲摄入量之间的弱关联。几种母亲摄入量(钙、硒、钾、铁、锰)和乳汁矿物质浓度(钙、硒、钾、镁、钠)低于参考值。在早期泌乳阶段,乳汁中的铁、锰、硒和铜与差异丰富的分类群相关,而在成熟泌乳阶段,铁、锰、硒、钙和钠相关。铁和锰在早期泌乳阶段占细菌关联的64%,在成熟泌乳阶段占75%。这些矿物质与假单胞菌门(早期)、放线菌门(成熟)和芽孢杆菌门(两个阶段)相关,但所有物种在每个阶段都是独特的。
我们的研究结果揭示了乳汁矿物质与微生物组之间的复杂相互作用。铁、锰和硒在整个泌乳阶段始终与乳汁细菌相关。这些相关性可能反映了微生物对矿物质可用性的反应。需要进一步进行更大样本量的纵向研究,以阐明这种相互作用如何影响矿物质的生物利用度和婴儿生长。