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Human Breast Milk NMR Metabolomic Profile across Specific Geographical Locations and Its Association with the Milk Microbiota

机译:跨特定地理位置的人类母乳NMR代谢组学谱及其与牛奶菌群的关系

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摘要

The composition of human breast milk is highly variable, and it can be influenced by genetics, diet, lifestyle, and other environmental factors. This study aimed to investigate the impact of geographical location and mode of delivery on the nuclear magnetic resonance spectroscopy (NMR) metabolic profile of breast milk and its relationship with the milk microbiome. Human milk metabolic and microbiota profiles were determined using NMR and 16S rRNA gene sequencing, respectively, in 79 healthy women from Finland, Spain, South Africa, and China. Up to 68 metabolites, including amino acids, oligosaccharides, and fatty acid-associated metabolites, were identified in the milk NMR spectra. The metabolite profiles showed significant differences between geographical locations, with significant differences (p < 0.05) in the levels of galactose, lacto-N-fucopentaose III, lacto-N-fucopentaose I and 2-fucosyllactose, 3-fucosyllactose, lacto-N-difucohexaose II, lacto-N-fucopentaose III, 2-hydroxybutyrate, 3-hydroxybutyrate, proline, N-acetyl lysine, methyl-histidine, dimethylamine, kynurenine, urea, creatine and creatine phosphate, formate, lactate, acetate, phosphocholine, acetylcholine, LDL, VLDL, ethanolamine, riboflavin, hippurate, spermidine, spermine and uridine. Additionally, the effect of caesarean section on milk metabolome was dependent on the geographical region. Specific interrelations between human milk metabolites and microbiota were also identified. Proteobacteria, Actinobacteria, and Bacilli were most significantly associated with the milk metabolites, being either positively or negatively correlated depending on the metabolite. Our results reveal specific milk metabolomic profiles across geographical locations and also highlight the potential interactions between human milk’s metabolites and microbes.
机译:人母乳的成分变化很大,可能会受到遗传,饮食,生活方式和其他环境因素的影响。这项研究旨在调查地理位置和分娩方式对母乳的核磁共振波谱(NMR)代谢特征及其与牛奶微生物组的关系的影响。使用NMR和16S rRNA基因测序分别在来自芬兰,西班牙,南非和中国的79名健康女性中确定了人乳的代谢和微生物区系。牛奶NMR谱图中鉴定出多达68种代谢物,包括氨基酸,低聚糖和与脂肪酸相关的代谢物。代谢物谱显示地理位置之间存在显着差异,半乳糖,乳酸-N-岩藻糖III,乳酸-N-岩藻糖I和2-岩藻糖半乳糖,3-岩藻糖乳糖,乳酸-N-水平显着差异(p <0.05) difucohexaose II,lacto-N-fucopentaose III,2-羟基丁酸酯,3-羟基丁酸酯,脯氨酸,N-乙酰赖氨酸,甲基组氨酸,二甲胺,犬尿氨酸,尿素,肌酸和肌酸磷酸酯,甲酸盐,乳酸,乙酸盐,磷酸胆碱,乙酰胆碱, LDL,VLDL,乙醇胺,核黄素,马尿酸盐,亚精胺,亚精胺和尿苷。另外,剖腹产对牛奶代谢组的影响取决于地理区域。还确定了人乳代谢物和微生物群之间的特定关系。蛋白质细菌,放线菌和芽孢杆菌与牛奶代谢产物最显着相关,取决于代谢产物呈正相关或负相关。我们的结果揭示了跨地理位置的特定牛奶代谢组学特征,还强调了人乳代谢物和微生物之间的潜在相互作用。

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