Program for Mathematical Genomics, Department of Systems Biology, Columbia University Irving Medical Center, New York, NY, USA.
Department of Civil and Environmental Engineering, Virginia Tech, Blacksburg, VA, USA.
bioRxiv. 2023 Jun 17:2023.01.13.523991. doi: 10.1101/2023.01.13.523991.
Preterm birth (PTB) is the leading cause of neonatal morbidity and mortality. The vaginal microbiome has been associated with PTB, yet the mechanisms underlying this association are not fully understood. Understanding microbial genetic adaptations to selective pressures, especially those related to the host, may yield new insights into these associations. To this end, we analyzed metagenomic data from 705 vaginal samples collected longitudinally during pregnancy from 40 women who delivered preterm spontaneously and 135 term controls from the Multi-Omic Microbiome Study-Pregnancy Initiative (MOMS-PI). We find that the vaginal microbiome of pregnancies that ended preterm exhibits unique genetic profiles. It is more genetically diverse at the species level, a result which we validate in an additional cohort, and harbors a higher richness and diversity of antimicrobial resistance genes, likely promoted by transduction. Interestingly, we find that Gardnerella species, a group of central vaginal pathobionts, are driving this higher genetic diversity, particularly during the first half of the pregnancy. We further present evidence that Gardnerella spp. undergoes more frequent recombination and stronger purifying selection in genes involved in lipid metabolism. Overall, our results reveal novel associations between the vaginal microbiome and PTB using population genetics analyses, and suggest that evolutionary processes acting on the vaginal microbiome may play a vital role in adverse pregnancy outcomes such as preterm birth.
早产 (PTB) 是新生儿发病率和死亡率的主要原因。阴道微生物群与 PTB 有关,但这种关联的机制尚不完全清楚。了解微生物对选择压力的遗传适应,特别是与宿主相关的选择压力,可能为这些关联提供新的见解。为此,我们分析了来自 40 名自发性早产和 135 名足月对照组女性在怀孕期间纵向收集的 705 个阴道样本的宏基因组数据,这些样本来自多组学微生物组研究-妊娠倡议 (MOMS-PI)。我们发现,早产妊娠的阴道微生物群表现出独特的遗传特征。它在物种水平上具有更高的遗传多样性,这一结果在另一个队列中得到了验证,并且含有更高丰度和多样性的抗微生物药物耐药基因,这可能是由转导促进的。有趣的是,我们发现,加德纳菌属 (Gardnerella spp.) 是一组阴道共生病原体,尤其是在妊娠的前半段,是导致这种更高遗传多样性的原因。我们进一步提供的证据表明,Gardnerella spp. 在参与脂质代谢的基因中经历更频繁的重组和更强的纯化选择。总的来说,我们的结果使用群体遗传学分析揭示了阴道微生物群与 PTB 之间的新关联,并表明作用于阴道微生物群的进化过程可能在早产等不良妊娠结局中发挥重要作用。