de Souza Russell J, Shanmuganathan Meera, Lamri Amel, Atkinson Stephanie A, Becker Allan, Desai Dipika, Gupta Milan, Mandhane Piush J, Moraes Theo J, Morrison Katherine M, Subbarao Padmaja, Teo Koon K, Turvey Stuart E, Williams Natalie C, Britz-McKibbin Philip, Anand Sonia S
Department of Health Research Methods, Evidence, and Impact, Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada.
Department of Chemistry and Chemical Biology, McMaster University, Hamilton, ON, Canada.
Curr Dev Nutr. 2020 Sep 2;4(10):nzaa144. doi: 10.1093/cdn/nzaa144. eCollection 2020 Oct.
Advances in metabolomics are anticipated to decipher associations between dietary exposures and health. Replication biomarker studies in different populations are critical to demonstrate generalizability.
To identify and validate robust serum metabolites associated with diet quality and specific foods in a multiethnic cohort of pregnant women.
In this cross-sectional analysis of 3 multiethnic Canadian birth cohorts, we collected semiquantitative FFQ and serum data from 900 women at the second trimester of pregnancy. We calculated a diet quality score (DQS), defined as daily servings of "healthy" minus "unhealthy" foods. Serum metabolomics was performed by multisegment injection-capillary electrophoresis-mass spectrometry, and specific serum metabolites associated with maternal DQSs were identified. We combined the results across all 3 cohorts using meta-analysis to classify robust dietary biomarkers ( > ± 0.1; < 0.05).
Diet quality was higher in the South Asian birth cohort (mean DQS = 7.1) than the 2 white Caucasian birth cohorts (mean DQS <3.2). Sixty-six metabolites were detected with high frequency (>75%) and adequate precision (CV <30%), and 47 were common to all cohorts. Hippuric acid was positively associated with healthy diet score in all cohorts, and with the overall DQS only in the primarily white Caucasian cohorts. We observed robust correlations between: ) proline betaine-citrus foods; ) 3-methylhistidine-red meat, chicken, and eggs; ) hippuric acid-fruits and vegetables; ) trimethylamine -oxide (TMAO)-seafood, meat, and eggs; and ) tryptophan betaine-nuts/legumes.
Specific serum metabolites reflect intake of citrus fruit/juice, vegetables, animal foods, and nuts/legumes in pregnant women independent of ethnicity, fasting status, and delays to storage across multiple collection centers. Robust biomarkers of overall diet quality varied by cohort. Proline betaine, 3-methylhistidine, hippuric acid, TMAO, and tryptophan betaine were robust dietary biomarkers for investigations of maternal nutrition in diverse populations.
代谢组学的进展有望揭示饮食暴露与健康之间的关联。在不同人群中进行复制生物标志物研究对于证明普遍性至关重要。
在多民族孕妇队列中识别并验证与饮食质量和特定食物相关的可靠血清代谢物。
在对3个多民族加拿大出生队列的横断面分析中,我们在妊娠中期收集了900名女性的半定量食物频率问卷(FFQ)和血清数据。我们计算了饮食质量评分(DQS),定义为“健康”食物的每日份数减去“不健康”食物的份数。通过多段进样-毛细管电泳-质谱法进行血清代谢组学分析,并识别与孕妇DQS相关的特定血清代谢物。我们使用荟萃分析合并所有3个队列的结果,以分类可靠的饮食生物标志物(>±0.1;<0.05)。
南亚出生队列的饮食质量(平均DQS = 7.1)高于2个白人高加索出生队列(平均DQS<3.2)。检测到66种代谢物,其频率较高(>75%)且精度足够(CV<30%),所有队列中有47种是常见的。马尿酸在所有队列中均与健康饮食评分呈正相关,仅在主要为白人高加索人的队列中与总体DQS呈正相关。我们观察到以下之间存在显著相关性:)脯氨酸甜菜碱与柑橘类食物;)3-甲基组氨酸与红肉、鸡肉和鸡蛋;)马尿酸与水果和蔬菜;)氧化三甲胺(TMAO)与海鲜、肉类和鸡蛋;以及)色氨酸甜菜碱与坚果/豆类。
特定血清代谢物反映了孕妇摄入柑橘类水果/果汁、蔬菜、动物性食物和坚果/豆类的情况,与种族、空腹状态以及多个采集中心的储存延迟无关。总体饮食质量的可靠生物标志物因队列而异。脯氨酸甜菜碱、3-甲基组氨酸、马尿酸、TMAO和色氨酸甜菜碱是用于研究不同人群孕产妇营养的可靠饮食生物标志物。