First Trimester Urine and Serum Metabolomics for Prediction of Preeclampsia and Gestational Hypertension: A Prospective Screening Study

被引:53
作者
Austdal, Marie [1 ,2 ]
Tangeras, Line H. [2 ,3 ]
Skrastad, Ragnhild B. [4 ,5 ]
Salvesen, Kjell A. [5 ,6 ]
Austgulen, Rigmor [3 ]
Iversen, Ann-Charlotte [3 ]
Bathen, Tone F. [1 ]
机构
[1] Norwegian Univ Sci & Technol, Dept Circulat & Med Imaging, Fac Med, N-7491 Trondheim, Norway
[2] Univ Trondheim Hosp, St Olavs Hosp, N-7006 Trondheim, Norway
[3] Norwegian Univ Sci & Technol, Dept Canc Res & Mol Med, Ctr Mol Inflammat Res, N-7491 Trondheim, Norway
[4] Norwegian Univ Sci & Technol, Dept Lab Med Childrens & Womens Hlth, Fac Med, N-7491 Trondheim, Norway
[5] Univ Trondheim Hosp, St Olavs Hosp, Dept Obstet & Gynecol, Natl Ctr Fetal Med, N-7030 Trondheim, Norway
[6] Lund Univ, Dept Obstet & Gynecol, Clin Sci, S-22100 Lund, Sweden
关键词
NMR spectroscopy; preeclampsia; metabolomics; PLS-DA; gestational hypertension; prediction; first-trimester screening; biomarker; EARLY-PREGNANCY PREDICTION; 1ST-TRIMESTER PREDICTION; ASYMMETRIC DIMETHYLARGININE; RISK; WOMEN; ASSOCIATION; PERFORMANCE; CREATININE; PREVENTION; TRISOMY-21;
D O I
10.3390/ijms160921520
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Hypertensive disorders of pregnancy, including preeclampsia, are major contributors to maternal morbidity. The goal of this study was to evaluate the potential of metabolomics to predict preeclampsia and gestational hypertension from urine and serum samples in early pregnancy, and elucidate the metabolic changes related to the diseases. Metabolic profiles were obtained by nuclear magnetic resonance spectroscopy of serum and urine samples from 599 women at medium to high risk of preeclampsia (nulliparous or previous preeclampsia/gestational hypertension). Preeclampsia developed in 26 (4.3%) and gestational hypertension in 21 (3.5%) women. Multivariate analyses of the metabolic profiles were performed to establish prediction models for the hypertensive disorders individually and combined. Urinary metabolomic profiles predicted preeclampsia and gestational hypertension at 51.3% and 40% sensitivity, respectively, at 10% false positive rate, with hippurate as the most important metabolite for the prediction. Serum metabolomic profiles predicted preeclampsia and gestational hypertension at 15% and 33% sensitivity, respectively, with increased lipid levels and an atherogenic lipid profile as most important for the prediction. Combining maternal characteristics with the urinary hippurate/creatinine level improved the prediction rates of preeclampsia in a logistic regression model. The study indicates a potential future role of clinical importance for metabolomic analysis of urine in prediction of preeclampsia.
引用
收藏
页码:21520 / 21538
页数:19
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