Gut microbiota composition in early pregnancy as a diagnostic tool for gestational diabetes mellitus

被引:0
作者
Yao, Weirong [1 ]
Wen, Ruijing [2 ]
Huang, Zhufeng [1 ]
Huang, Xuhong [1 ]
Chen, Kai [1 ]
Hu, Yuchao [1 ]
Li, Qianbei [2 ]
Zhu, Weiqian [1 ]
Ou, Dejing [3 ]
Bai, Huanlan [2 ]
机构
[1] Second Hosp Zhangzhou, Zhangzhou, Peoples R China
[2] Southern Med Univ, Nanfang Hosp, Guangzhou, Peoples R China
[3] Guangzhou Med Univ, Affiliated Hosp 3, Guangzhou, Peoples R China
关键词
gestational diabetes mellitus; gut microbiota; early diagnostic model; biomarkers;
D O I
10.1128/spectrum.03390-24
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
Gestational diabetes mellitus (GDM) is a metabolic disorder that poses substantial risks to both maternal and fetal health. Early intervention has been shown to effectively reduce various complications. Gut microbiota dysbiosis is strongly linked to the onset and progression of GDM and may serve as a critical early-warning biomarker. In this study, we systematically analyzed the fecal microbiota of 61 pregnant women during the first trimester using 16S rRNA sequencing. These microbial profiles were correlated with oral glucose tolerance test (OGTT) results at 24-28 weeks of gestation and clinical delivery outcomes. Our analysis identified significant differences in gut microbiota composition between GDM and healthy pregnancies, observed at both the phylum and genus levels early in gestation. Leveraging these microbial distinctions, we developed an early diagnostic model based on genus-level markers, achieving an area under the curve (AUC) of 98.23, indicating high diagnostic precision. This study highlights early-pregnancy microbiota signatures associated with GDM and provides a robust scientific basis for developing microbiota-based diagnostic tools, offering new avenues for GDM prevention and management.IMPORTANCEGestational diabetes mellitus (GDM) poses significant risks to both maternal and fetal health, but early intervention can reduce complications. This study identifies gut microbiota signatures associated with GDM in the first trimester, providing a potential early diagnostic biomarker. By analyzing fecal microbiota profiles, we developed a diagnostic model with high accuracy (AUC = 98.23). These findings suggest that microbiota-based tools could enable early, non-invasive detection of GDM, offering new opportunities for prevention and personalized management. This research highlights the role of the gut microbiome in pregnancy and has important implications for improving maternal and fetal health outcomes.
引用
收藏
页数:14
相关论文
共 40 条
[1]   Probiotics for the Prevention of Gestational Diabetes Mellitus in Overweight and Obese Women: Findings From the SPRING Double-Blind Randomized Controlled Trial [J].
Callaway, Leonie K. ;
McIntyre, H. David ;
Barrett, Helen L. ;
Foxcroft, Katie ;
Tremellen, Anne ;
Lingwood, Barbara E. ;
Tobin, Jacinta M. ;
Wilkinson, Shelley ;
Kothari, Alka ;
Morrison, Mark ;
O'Rourke, Peter ;
Pelecanos, Anita ;
Nitert, Marloes Dekker .
DIABETES CARE, 2019, 42 (03) :364-371
[2]   The attenuation of gut microbiota-derived short-chain fatty acids elevates lipid transportation through suppression of the intestinal HDAC3-H3K27ac-PPAR- γ axis in gestational diabetes mellitus [J].
Chen, Hao ;
Wang, Shi-Han ;
Li, Hong-Li ;
Zhou, Xiao-Bo ;
Zhou, Lin-Wei ;
Chen, Chang ;
Mansell, Toby ;
Novakovic, Boris ;
Saffery, Richard ;
Baker, Philip N. ;
Han, Ting-Li ;
Zhang, Hua .
JOURNAL OF NUTRITIONAL BIOCHEMISTRY, 2024, 133
[3]   Extracellular vesicles derived from Akkermansia muciniphila promote placentation and mitigate preeclampsia in a mouse model [J].
Chen, Yun ;
Ou, Zihao ;
Pang, Menglan ;
Tao, Zixin ;
Zheng, Xifen ;
Huang, Zhipeng ;
Wen, Dongni ;
Li, Qianbei ;
Zhou, Ruisi ;
Chen, Peng ;
Situ, Bo ;
Sheng, Chao ;
Huang, Yingying ;
Yue, Xiaojing ;
Zheng, Lei ;
Huang, Liping .
JOURNAL OF EXTRACELLULAR VESICLES, 2023, 12 (05)
[4]   The impact of gestational diabetes on functional capacity of the infant gut microbiome is modest and transient [J].
Chieu, Ryan V. ;
Hamilton, Katharine ;
Ryan, Paul M. ;
Copeland, Julia ;
Wang, Pauline W. ;
Retnakaran, Ravi ;
Guttman, David S. ;
Parkinson, John ;
Hamilton, Jill K. .
GUT MICROBES, 2024, 16 (01)
[5]   Gestational diabetes is associated with change in the gut microbiota composition in third trimester of pregnancy and postpartum [J].
Crusell, Mie Korslund Wiinblad ;
Hansen, Tue Haldor ;
Nielsen, Trine ;
Allin, Kristine Hojgaard ;
Ruehlemann, Malte C. ;
Damm, Peter ;
Vestergaard, Henrik ;
Rorbye, Christina ;
Jorgensen, Niklas Rye ;
Christiansen, Ole Bjarne ;
Heinsen, Femke-Anouska ;
Franke, Andre ;
Hansen, Torben ;
Lauenborg, Jeannet ;
Pedersen, Oluf .
MICROBIOME, 2018, 6 :89
[6]   Gut Microbiota across Normal Gestation and Gestational Diabetes Mellitus: A Cohort Analysis [J].
Dualib, Patricia M. ;
Taddei, Carla R. ;
Fernandes, Gabriel ;
Carvalho, Camila R. S. ;
Sparvoli, Luiz Gustavo ;
Silva, Isis T. ;
Mattar, Rosiane ;
Ferreira, Sandra R. G. ;
Dib, Sergio A. ;
De Almeida-Pititto, Bianca .
METABOLITES, 2022, 12 (09)
[7]   Changes in the gut microbiota composition during pregnancy in patients with gestational diabetes mellitus (GDM) [J].
Ferrocino, Ilario ;
Ponzo, Valentina ;
Gambino, Roberto ;
Zarovska, Adriana ;
Leone, Filomena ;
Monzeglio, Clara ;
Goitre, Ilaria ;
Rosato, Rosalba ;
Romano, Angelo ;
Grassi, Giorgio ;
Broglio, Fabio ;
Cassader, Maurizio ;
Cocolin, Luca ;
Bo, Simona .
SCIENTIFIC REPORTS, 2018, 8
[8]   Positive effects of diet-induced microbiome modification on GDM in mice following human faecal transfer [J].
Frishman, Sigal ;
Nuriel-Ohayon, Meital ;
Turjeman, Sondra ;
Pinto, Yishay ;
Yariv, Or ;
Tenenbaum-Gavish, Kinneret ;
Peled, Yoav ;
Poran, Eran ;
Pardo, Joseph ;
Chen, Rony ;
Muller, Efrat ;
Borenstein, Elhanan ;
Hod, Moshe ;
Louzoun, Yoram ;
Schwartz, Betty ;
Hadar, Eran ;
Collado, Maria Carmen ;
Koren, Omry .
GUT, 2024, 73 (10)
[9]   Maternal pre-pregnancy overweight and neonatal gut bacterial colonization are associated with cognitive development and gut microbiota composition in pre-school-age offspring [J].
Guzzardi, Maria Angela ;
Ederveen, Thomas H. A. ;
Rizzo, Francesca ;
Weisz, Alessandro ;
Collado, Maria Carmen ;
Muratori, Filippo ;
Gross, Gabriele ;
Alkema, Wynand ;
Iozzo, Patricia .
BRAIN BEHAVIOR AND IMMUNITY, 2022, 100 :311-320
[10]   Gut Microbiota and Gestational Diabetes Mellitus: A Review of Host-Gut Microbiota Interactions and Their Therapeutic Potential [J].
Hasain, Zubaidah ;
Mokhtar, Norfilza Mohd ;
Kamaruddin, Nor Azmi ;
Ismail, Nor Azlin Mohamed ;
Razalli, Nurul Huda ;
Gnanou, Justin Vijay ;
Ali, Raja Affendi Raja .
FRONTIERS IN CELLULAR AND INFECTION MICROBIOLOGY, 2020, 10