Trimethylamine N-Oxide Metabolites in Early Pregnancy and Risk of Gestational Diabetes: A Nested Case-Control Study

被引:59
作者
Huo, Xiaoxu [1 ]
Li, Jing [1 ]
Cao, Yun-Feng [2 ,3 ]
Li, Sai-Nan [4 ]
Shao, Ping [5 ]
Leng, Junhong [5 ]
Li, Weiqin [5 ]
Liu, Jinnan [1 ]
Yang, Kai [4 ]
Ma, Ronald C. W. [6 ,7 ]
Hu, Gang [8 ]
Fang, Zhong-Ze [4 ,9 ]
Yang, Xilin [1 ,9 ]
机构
[1] Tianjin Med Univ, Sch Publ Hlth, Dept Epidemiol & Biostat, 22 Qixiangtai Rd,POB 154, Tianjin 300070, Peoples R China
[2] Key Lab Liaoning Tumor Clin Metabol, Jinzhou 121000, Liaoning, Peoples R China
[3] RSKT Biopharma Inc, Dalian 116000, Liaoning, Peoples R China
[4] Tianjin Med Univ, Sch Publ Hlth, Dept Toxicol & Sanit Chem, 22 Qixiangtai Rd, Tianjin 300070, Peoples R China
[5] Tianjin Women & Childrens Hlth Ctr, Tianjin 300070, Peoples R China
[6] Chinese Univ Hong Kong, Dept Med & Therapeut, Prince Wales Hosp, Hong Kong 999077, Peoples R China
[7] Chinese Univ Hong Kong, Li Ka Shing Inst Hlth Sci, Hong Kong 999077, Peoples R China
[8] Pennington Biomed Res Ctr, Chron Dis Epidemiol Lab, 6400 Perkins Rd, Baton Rouge, LA 70808 USA
[9] Tianjin Key Lab Environm Nutr & Publ Hlth, Tianjin 300070, Peoples R China
基金
中国国家自然科学基金; 美国国家卫生研究院;
关键词
GUT MICROBIOTA; FATTY LIVER; RED MEAT; CHOLINE; PLASMA; GLUCOSE; ASSOCIATION; HYPERGLYCEMIA; NUTRIENT; MELLITUS;
D O I
10.1210/jc.2019-00710
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Objectives: This study aimed to investigate the associations between trimethylamine N-oxide (TMAO) and related metabolites in early pregnancy and the risk of gestational diabetes mellitus (GDM). Design: A prospective cohort of 22,302 pregnant women from 2010 to 2012 in Tianjin, China, was used to perform a nested case-control study. A total of 243 women with GDM and 243 women without GDM matched by maternal age (+/- 1 year) were used as cases and controls, respectively. Conditional logistic regression and restricted cubic spline were used to examine the full-range risk associations between individual TMAOs metabolites at the first antenatal care visit with GDM. Trimethylamine conversion ratio (TMA(R)) was defined as trimethylamine (TMA)/its precursors, and trimethylamine N-oxide conversion ratio (TMAO(R)) was defined as TMAO/TMA. An additive interaction between high TMA(R) and low TMAO(R) indicates a state of TMA accumulation, and a mathematical interaction between high TMA(R) and high TMAO R indicates accumulation of TMAO. Results: TMA was linearly associated with GDM, whereas TMA precursors and TMAO were inversely associated with GDM with clear threshold effects, i.e., 16 nmol/mL for TMAO, 200 nmol/mL for betaine, 112 nmol/mL for L-carnitine, and 110 and 270 nmol/mL for cholinechloride (a U-shaped relationship). Copresence of TMA(R) >0.35 and TMAO(R) <0.15 was associated with a markedly higher OR (11.16; 95% CI, 5.45 to 22.8), compared with TMA(R) >0.35 only (OR = 1.71; 95% CI, 0.42 to 6.95) or TMAO(R) <= 0.15 only (OR = 2.06; 95% CI, 1.09 to 3.90), with a significant additive interaction. However, the mathematical interaction was nonsignificant. Conclusions: TMAO metabolites in the early pregnancy were associated with the risk of GDM, whereas TMA was more likely to play a causal role in GDM.
引用
收藏
页码:5529 / 5539
页数:11
相关论文
共 41 条
[1]  
Andersen PK, 2001, REGRESSION MODELING
[2]   Calculating measures of biological interaction [J].
Andersson, T ;
Alfredsson, L ;
Källberg, H ;
Zdravkovic, S ;
Ahlbom, A .
EUROPEAN JOURNAL OF EPIDEMIOLOGY, 2005, 20 (07) :575-579
[3]   Fetal one-carbon nutrient concentrations may be affected by gestational diabetes [J].
Barzilay, Eran ;
Moon, Ashley ;
Plumptre, Lesley ;
Masih, Shannon P. ;
Sohn, Kyoung-Jin ;
Visentin, Carly E. ;
Ly, Anna ;
Malysheva, Olga ;
Croxford, Ruth ;
Caudill, Marie A. ;
O'Connor, Deborah L. ;
Kim, Young-In ;
Berger, Howard .
NUTRITION RESEARCH, 2018, 55 :57-64
[4]   Trimethylamine N-Oxide: A Link among Diet, Gut Microbiota, Gene Regulation of Liver and Intestine Cholesterol Homeostasis and HDL Function [J].
Canyelles, Marina ;
Tondo, Mireia ;
Cedo, Lidia ;
Farras, Marta ;
Carles Escola-Gil, Joan ;
Blanco-Vaca, Francisco .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2018, 19 (10)
[5]  
Chen Chunming, 2004, Biomed Environ Sci, V17 Suppl, P1
[6]   The complex metabolism of trimethylamine in humans: endogenous and exogenous sources [J].
Chhibber-Goel, Jyoti ;
Gaur, Anamika ;
Singhal, Varsha ;
Parakh, Neeraj ;
Bhargava, Balram ;
Sharma, Amit .
EXPERT REVIEWS IN MOLECULAR MEDICINE, 2016, 18
[7]   Endoplasmic reticulum stress, obesity and diabetes [J].
Cnop, Miriam ;
Foufelle, Fabienne ;
Velloso, Licio A. .
TRENDS IN MOLECULAR MEDICINE, 2012, 18 (01) :59-68
[8]   Metabolic Biomarkers of Prenatal Disorders: An Exploratory NMR Metabonomics Study of Second Trimester Maternal Urine and Blood Plasma [J].
Diaz, Silvia O. ;
Pinto, Joana ;
Graca, Goncalo ;
Duarte, Iola F. ;
Barros, Antonio S. ;
Galhano, Eulalia ;
Pita, Cristina ;
Almeida, Maria do Ceu ;
Goodfellow, Brian J. ;
Carreira, Isabel M. ;
Gil, Ana M. .
JOURNAL OF PROTEOME RESEARCH, 2011, 10 (08) :3732-3742
[9]   Metabolic profiling reveals a contribution of gut microbiota to fatty liver phenotype in insulin-resistant mice [J].
Dumas, Marc-Emmanuel ;
Barton, Richard H. ;
Toye, Ayo ;
Cloarec, Olivier ;
Blancher, Christine ;
Rothwell, Alice ;
Fearnside, Jane ;
Tatoud, Roger ;
Blanc, Veronique ;
Lindon, John C. ;
Mitchell, Steve C. ;
Holmes, Elaine ;
McCarthy, Mark I. ;
Scott, James ;
Gauguier, Dominique ;
Nicholson, Jeremy K. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2006, 103 (33) :12511-12516
[10]   Trimethylamine and Trimethylamine N-Oxide, a Flavin-Containing Monooxygenase 3 (FMO3)-Mediated Host-Microbiome Metabolic Axis Implicated in Health and Disease [J].
Fennema, Diede ;
Phillips, Ian R. ;
Shephard, Elizabeth A. .
DRUG METABOLISM AND DISPOSITION, 2016, 44 (11) :1839-1850