Ruebel Meghan L, Gilley Stephanie P, Yeruva Laxmi, Tang Minghua, Frank Daniel N, Garcés Ana, Figueroa Lester, Lan Renny S, Assress Hailemariam Abrha, Kemp Jennifer F, Westcott Jamie L E, Hambidge K Michael, Shankar Kartik, Krebs Nancy F
Microbiome and Metabolism Research Unit, USDA-ARS, Southeast Area USDA-ARS, Little Rock, AR, United States.
Arkansas Children's Nutrition Center, Little Rock, AR, United States.
Front Microbiol. 2024 Oct 15;15:1456087. doi: 10.3389/fmicb.2024.1456087. eCollection 2024.
Low birth weight (LBW; <2,500 g) affects approximately 15 to 20 percent of global births annually and is associated with suboptimal child development. Recent studies suggest a link between the maternal gut microbiome and poor obstetric and perinatal outcomes. The goal of this study was to examine relationships between maternal microbial taxa, fecal metabolites, and maternal anthropometry on incidence of LBW in resource-limited settings.
This was a secondary analysis of the Women First trial conducted in a semi-rural region of Guatemala. Maternal weight was measured at 12 and 34 weeks (wk) of gestation. Infant anthropometry measures were collected within 48 h of delivery. Maternal fecal samples at 12 and 34 weeks were used for microbiome (16S rRNA gene amplicon sequencing) and metabolomics analysis (34 wk). Linear mixed models using the MaAslin2 package were utilized to assess changes in microbiome associated with LBW. Predictive models using gradient boosted machines (XGBoost) were developed using the H2o.ai engine.
No differences in β-diversity were observed at either time point between mothers with LBW infants relative to normal weight (NW) infants. Simpson diversity at 12 and 34 weeks was lower in mothers with LBW infants. Notable differences in genus-level abundance between LBW and NW mothers ( < 0.05) were observed at 12 weeks with increasing abundances of , , , and . At 34 weeks, there were lower abundances of , , and and higher abundances of , and in mothers with LBW infants. Fecal metabolites related to bile acids, tryptophan metabolism and fatty acid related metabolites changed in mothers with LBW infants. Classification models to predict LBW based on maternal anthropometry and predicted microbial functions showed moderate performance.
Collectively, the findings indicate that alterations in the maternal microbiome and metabolome were associated with LBW. Future research should target functional and predictive roles of the maternal gut microbiome in infant birth outcomes including birthweight.
低出生体重(LBW;<2500克)每年影响全球约15%至20%的出生人口,并与儿童发育欠佳有关。近期研究表明,母亲肠道微生物群与不良产科和围产期结局之间存在关联。本研究的目的是在资源有限的环境中,研究母亲微生物分类群、粪便代谢物和母亲人体测量学与低出生体重发生率之间的关系。
这是对在危地马拉一个半农村地区进行的“女性优先”试验的二次分析。在妊娠12周和34周时测量母亲体重。在分娩后48小时内收集婴儿人体测量数据。妊娠12周和34周时的母亲粪便样本用于微生物组(16S rRNA基因扩增子测序)和代谢组学分析(34周)。使用MaAslin2软件包的线性混合模型来评估与低出生体重相关的微生物组变化。使用H2o.ai引擎开发了基于梯度提升机(XGBoost)的预测模型。
与正常体重(NW)婴儿的母亲相比,低出生体重婴儿的母亲在两个时间点的β多样性均未观察到差异。低出生体重婴儿的母亲在12周和34周时的辛普森多样性较低。在12周时,观察到低出生体重和正常体重母亲在属水平丰度上存在显著差异(<0.05),其中、、、和的丰度增加。在34周时,低出生体重婴儿的母亲中、和的丰度较低,而、和的丰度较高。与胆汁酸、色氨酸代谢和脂肪酸相关代谢物有关的粪便代谢物在低出生体重婴儿的母亲中发生了变化。基于母亲人体测量学和预测的微生物功能来预测低出生体重的分类模型表现中等。
总体而言,研究结果表明母亲微生物组和代谢组的改变与低出生体重有关。未来的研究应针对母亲肠道微生物组在婴儿出生结局(包括出生体重)中的功能和预测作用。