Alterations in Gut Microbiota of Gestational Diabetes Patients During the First Trimester of Pregnancy

被引:70
|
作者
Ma, Shujuan [1 ]
You, Yiping [2 ]
Huang, Lingting [1 ]
Long, Sisi [1 ]
Zhang, Jiayue [1 ]
Guo, Chuhao [1 ]
Zhang, Na [1 ]
Wu, Xinrui [1 ]
Xiao, Yanni [1 ]
Tan, Hongzhuan [1 ]
机构
[1] Cent South Univ, Xiangya Sch Publ Hlth, Dept Epidemiol & Hlth Stat, Changsha, Peoples R China
[2] Hunan Prov Maternal & Child Hlth Hosp, Dept Obstet, Changsha, Peoples R China
基金
中国国家自然科学基金;
关键词
biomarker; early prediction; gestational diabetes mellitus; gut microbiota; nested case-control study; PREDICTION; MELLITUS; RISK; ENVIRONMENT; METABOLISM; DYSBIOSIS; SEQUENCE; OBESITY;
D O I
10.3389/fcimb.2020.00058
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Background: Dysbiosis of human gut microbiota is associated with a wide range of metabolic disorders, including gestational diabetes mellitus (GDM). Yet whether gut microbiota dysbiosis participates in the etiology of GDM remains largely unknown. Objectives: Our study was initiated to determine whether the alternations in gut microbial composition during early pregnancy linked to the later development of GDM, and explore the feasibility of microbial biomarkers for the early prediction of GDM. Study design: This nested case-control study was based upon an early pregnancy follow-up cohort (ChiCTR1900020652). Gut microbiota profiles of 98 subjects with GDM and 98 matched healthy controls during the early pregnancy (10-15 weeks) were assessed via 16S rRNA gene amplicon sequencing of V4 region. The data set was randomly split into a discovery set and a validation set, the former was used to analyze the differences between GDM cases and controls in gut microbial composition and functional annotation, and to establish an early identification model of GDM, then the performance of the model was verified by the external validation set. Results: Bioinformatic analyses revealed changes to gut microbial composition with significant differences in relative abundance between the groups. Specifically, Eisenbergiella, Tyzzerella 4, and Lachnospiraceae NK4A136 were enriched in the GDM group, whereas Parabacteroides, Megasphaera, Eubacterium eligens group, etc. remained dominant in the controls. Correlation analysis revealed that GDM-enriched genera Eisenbergiella and Tyzzerella 4 were positively correlated with fasting blood glucose levels, while three control-enriched genera (Parabacteroides, Parasutterella, and Ruminococcaceae UCG 002) were the opposite. Further, GDM functional annotation modules revealed enrichment of modules for sphingolipid metabolism, starch and sucrose metabolism, etc., while lysine biosynthesis and nitrogen metabolism were reduced. Finally, five genera and two clinical indices were included in the linear discriminant analysis model for the prediction of GDM; the areas under receiver operating characteristic curves of the training and validation sets were 0.736 (95% confidence interval: 0.663-0.808) and 0.696 (0.575-0.818), respectively. Conclusions: Gut bacterial dysbiosis in early pregnancy was found to be associated with the later development of GDM, and gut microbiota-targeted biomarkers might be utilized as potential predictors of GDM.
引用
收藏
页数:14
相关论文
共 50 条
  • [1] Alterations of gut microbiota in gestational diabetes patients during the second trimester of pregnancy in the Shanghai Han population
    Su, Yao
    Wang, Hong-Kun
    Gan, Xu-Pei
    Li Chen
    Cao, Yan-Nan
    Cheng, De-Cui
    Zhang, Dong-Yao
    Liu, Wen-Yu
    Li, Fei-Fei
    Xu, Xian-Ming
    [J]. JOURNAL OF TRANSLATIONAL MEDICINE, 2021, 19 (01)
  • [2] Alterations of gut microbiota in gestational diabetes patients during the second trimester of pregnancy in the Shanghai Han population
    Yao Su
    Hong-Kun Wang
    Xu-Pei Gan
    Li Chen
    Yan-Nan Cao
    De-Cui Cheng
    Dong-Yao Zhang
    Wen-Yu Liu
    Fei-Fei Li
    Xian-Ming Xu
    [J]. Journal of Translational Medicine, 19
  • [3] Hemoglobin level during the first trimester of pregnancy in gestational diabetes
    Ardabili, Nastaran Safavi
    Kariman, Nourossadat
    Fathali, Abbas Haji
    Alavi Majd, Hamid
    [J]. GINEKOLOGIA POLSKA, 2012, 83 (12) : 929 - 933
  • [4] Gestational diabetes is associated with change in the gut microbiota composition in third trimester of pregnancy and postpartum
    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
    [J]. MICROBIOME, 2018, 6 : 89
  • [5] Gestational diabetes is associated with change in the gut microbiota composition in third trimester of pregnancy and postpartum
    Mie Korslund Wiinblad Crusell
    Tue Haldor Hansen
    Trine Nielsen
    Kristine Højgaard Allin
    Malte C. Rühlemann
    Peter Damm
    Henrik Vestergaard
    Christina Rørbye
    Niklas Rye Jørgensen
    Ole Bjarne Christiansen
    Femke-Anouska Heinsen
    Andre Franke
    Torben Hansen
    Jeannet Lauenborg
    Oluf Pedersen
    [J]. Microbiome, 6
  • [6] Changes in the gut microbiota composition during pregnancy in patients with gestational diabetes mellitus (GDM)
    Ilario Ferrocino
    Valentina Ponzo
    Roberto Gambino
    Adriana Zarovska
    Filomena Leone
    Clara Monzeglio
    Ilaria Goitre
    Rosalba Rosato
    Angelo Romano
    Giorgio Grassi
    Fabio Broglio
    Maurizio Cassader
    Luca Cocolin
    Simona Bo
    [J]. Scientific Reports, 8
  • [7] Gestational Diabetes Mellitus Is Associated with Reduced Dynamics of Gut Microbiota during the First Half of Pregnancy
    Zheng, Wei
    Xu, Qian
    Huang, Wenyu
    Yan, Qi
    Chen, Yating
    Zhang, Li
    Tian, Zhihong
    Liu, Ting
    Yuan, Xianxian
    Liu, Cheng
    Luo, Jinying
    Guo, Cuimei
    Song, Wei
    Zhang, Lirui
    Liang, Xin
    Qin, Huanlong
    Li, Guanghui
    [J]. MSYSTEMS, 2020, 5 (02)
  • [8] Changes in the gut microbiota composition during pregnancy in patients with gestational diabetes mellitus (GDM)
    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
    [J]. SCIENTIFIC REPORTS, 2018, 8
  • [9] Gestational diabetes is associated with an aberrant gut microbiota during pregnancy and postpartum
    Crusell, M. K. W.
    Hansen, T.
    Nielsen, T.
    Allin, K.
    Ruehlemann, M.
    Damm, Peter
    Vestergaard, Henrik
    Roerbye, C.
    Joergensen, N.
    Christiansen, O. B.
    Heinsen, F. -A.
    Franke, A.
    Hansen, T.
    Lauenborg, J.
    Pedersen, O.
    [J]. JOURNAL OF REPRODUCTIVE IMMUNOLOGY, 2018, 128 : 56 - 56
  • [10] Diabetogenically beneficial gut microbiota alterations in third trimester of pregnancy
    Amabebe, Emmanuel
    Anumba, Dilly O.
    [J]. REPRODUCTION AND FERTILITY, 2021, 2 (01): : R1 - R12