Institute of Biomedicine, Research Centre for Integrative Physiology and Pharmacology, University of Turku, Turku, Finland.
Department of Computing, Faculty of Technology, University of Turku, Turku, Finland.
Acta Diabetol. 2023 Aug;60(8):1045-1054. doi: 10.1007/s00592-023-02064-5. Epub 2023 Apr 28.
Deep metagenomics offers an advanced tool for examining the relationship between gut microbiota composition and function and the onset of disease; in this case, does the composition and function of gut microbiota during pregnancy differ in women who develop prediabetes and those who do not at two-year postpartum, and whether the gut microbiota composition associates with glycemic traits.
In total, 439 women were recruited in early pregnancy. Gut microbiota was assessed by metagenomics analysis in early (13.9 ± 2.0 gestational weeks) and late pregnancy (35.1 ± 1.0 gestational weeks). Prediabetes was determined using American Diabetes Association criteria as fasting plasma glucose 5.6-6.9 mmol/l analyzed by an enzymatic hexokinase method. Of the women, 39 (22.1%) developed prediabetes by two-year postpartum.
The relative abundances of Escherichia unclassified (FDR < 0.05), Clostridiales bacterium 1_7_ 47FAA (FDR < 0.25) and Parabacteroides (FDR < 0.25) were higher, and those of Ruminococcaceae bacterium D16 (FDR < 0.25), Anaerotruncus unclassified (FDR < 0.25) and Ruminococcaceae noname (FDR < 0.25) were lower in early pregnancy in those women who later developed prediabetes. In late pregnancy, Porphyromonas was higher and Ruminococcus sp 5_1_39BFAA was lower in prediabetes (FDR < 0.25). Furthermore, fasting glucose concentrations associated inversely with Anaerotruncus unclassified in early pregnancy and directly with Ruminococcus sp 5_1_39BFAA in late pregnancy (FDR < 0.25). α-Diversity or β-diversity did not differ significantly between the groups. Predictions of community function during pregnancy were not associated with prediabetes.
Our study shows that some bacterial species during pregnancy contributed to the onset of prediabetes within two-year postpartum. These were attributable primarily to a lower abundance of short-chain fatty acids-producing bacteria.
深度宏基因组学为研究肠道微生物群落组成和功能与疾病发病之间的关系提供了一种先进的工具;在这种情况下,患有和不患有妊娠糖尿病的女性在妊娠早期和晚期的肠道微生物群落组成和功能是否存在差异,以及肠道微生物群落组成是否与血糖特征相关。
共招募了 439 名孕妇。在妊娠早期(13.9±2.0 孕周)和妊娠晚期(35.1±1.0 孕周)通过宏基因组分析评估肠道微生物群。使用美国糖尿病协会标准将空腹血糖 5.6-6.9mmol/l 通过酶法己糖激酶方法分析来确定妊娠糖尿病。其中,39 名(22.1%)女性在产后两年发展为妊娠糖尿病。
妊娠早期,未发展为妊娠糖尿病的女性中埃希氏菌未分类(FDR<0.05)、梭状芽胞杆菌 1_7_47FAA(FDR<0.25)和拟杆菌属(FDR<0.25)的相对丰度较高,而妊娠早期 D16 瘤胃球菌科(FDR<0.25)、厌氧真杆菌未分类(FDR<0.25)和非瘤胃球菌科未分类(FDR<0.25)的相对丰度较低。在妊娠晚期,妊娠糖尿病患者中卟啉单胞菌较高,瘤胃球菌属 sp5_1_39BFAA 较低(FDR<0.25)。此外,空腹血糖浓度与妊娠早期的厌氧真杆菌呈负相关,与妊娠晚期的瘤胃球菌属 sp5_1_39BFAA 呈正相关(FDR<0.25)。α多样性或β多样性在两组之间无显著差异。妊娠期间对群落功能的预测与妊娠糖尿病无关。
本研究表明,妊娠期间的一些细菌物种与产后两年内发生的妊娠糖尿病有关。这主要归因于短链脂肪酸产生菌的丰度降低。