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Ecological change of the gut microbiota during pregnancy and progression to dyslipidemia

Medicine and Health

Ecological change of the gut microbiota during pregnancy and progression to dyslipidemia

X. Yang, M. Zhang, et al.

This groundbreaking study by Xu Yang and colleagues explored how gut microbiota changes during pregnancy impact maternal lipid profiles and dyslipidemia. With a predictive model achieving an AUC of 0.824, the research highlights potential non-invasive strategies for monitoring maternal health through microbiome analysis.... show more
Abstract
The composition of the gut microbiome was previously found to be associated with clinical responses to dyslipidemia, but there is limited consensus on the dynamic change of the gut microbiota during pregnancy and the specific microbiome characteristics linked to dyslipidemia in pregnant women. We collected fecal samples from 513 pregnant women at multiple time points during pregnancy in a prospective cohort. Taxonomic composition and functional annotations were determined by 16S rRNA amplicon sequencing and shotgun metagenomic sequencing. The predictive potential of gut microbiota on the risk of dyslipidemia was determined. The gut microbiome underwent dynamic changes during pregnancy, with significantly lower alpha diversity observed in dyslipidemic patients compared to their healthy counterparts. Several genera, including Bacteroides, Paraprevotella, Alistipes, Christensenellaceae R7 group, Clostridia UCG-014, and UCG-002 were negatively associated with lipid profiles and dyslipidemia. Further metagenomic analysis recognized a common set of pathways involved in gastrointestinal inflammation, where disease-specific microbes played an important role. Machine learning analysis confirmed the link between the microbiome and its progression to dyslipidemia, with a micro-averaged AUC of 0.824 (95% CI: 0.782–0.855) combined with blood biochemical data. Overall, the human gut microbiome, including Alistipes and Bacteroides, was associated with the lipid profile and maternal dyslipidemia during pregnancy by perturbing inflammatory functional pathways. Gut microbiota combined with blood biochemical data at the mid-pregnancy stage could predict the risk of dyslipidemia in late pregnancy. Therefore, the gut microbiota may represent a potential noninvasive diagnostic and therapeutic strategy for preventing dyslipidemia in pregnancy.
Publisher
npj Biofilms and Microbiomes
Published On
Apr 03, 2023
Authors
Xu Yang, Mingzhi Zhang, Yuqing Zhang, Hongcheng Wei, Quanquan Guan, Chao Dong, Siting Deng, Hein Min Tun, Yankai Xiao
Tags
gut microbiota
pregnancy
dyslipidemia
lipid profiles
machine learning
metagenomic analysis
inflammation
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