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综合蛋白质组学和代谢组学预测晚期先兆子痫。

Integrated Proteomic and Metabolomic prediction of Term Preeclampsia.

机构信息

Department of Obstetrics and Gynecology, Beaumont Health, Royal Oak, MI, USA.

Harris Birthright Research Centre for Fetal Medicine, King's College Hospital, London, UK.

出版信息

Sci Rep. 2017 Nov 23;7(1):16189. doi: 10.1038/s41598-017-15882-9.

Abstract

Term preeclampsia (tPE), ≥37 weeks, is the most common form of PE and the most difficult to predict. Little is known about its pathogenesis. This study aims to elucidate the pathogenesis and assess early prediction of tPE using serial integrated metabolomic and proteomic systems biology approaches. Serial first- (11-14 weeks) and third-trimester (30-34 weeks) serum samples were analyzed using targeted metabolomic (H NMR and DI-LC-MS/MS) and proteomic (MALDI-TOF/TOF-MS) platforms. We analyzed 35 tPE cases and 63 controls. Serial first- (sphingomyelin C18:1 and urea) and third-trimester (hexose and citrate) metabolite screening predicted tPE with an area under the receiver operating characteristic curve (AUC) (95% CI) = 0.817 (0.732-0.902) and a sensitivity of 81.6% and specificity of 71.0%. Serial first [TATA box binding protein-associated factor (TBP)] and third-trimester [Testis-expressed sequence 15 protein (TEX15)] protein biomarkers highly accurately predicted tPE with an AUC (95% CI) of 0.987 (0.961-1.000), sensitivity 100% and specificity 98.4%. Integrated pathway over-representation analysis combining metabolomic and proteomic data revealed significant alterations in signal transduction, G protein coupled receptors, serotonin and glycosaminoglycan metabolisms among others. This is the first report of serial integrated and combined metabolomic and proteomic analysis of tPE. High predictive accuracy and potentially important pathogenic information were achieved.

摘要

子痫前期(tPE),≥37 周,是最常见的 PE 形式,也是最难预测的。其发病机制知之甚少。本研究旨在通过串联整合代谢组学和蛋白质组学系统生物学方法阐明其发病机制并评估其早期预测。采用靶向代谢组学(H NMR 和 DI-LC-MS/MS)和蛋白质组学(MALDI-TOF/TOF-MS)平台分析了 35 例 tPE 病例和 63 例对照的串联第一(11-14 周)和第三(30-34 周)期血清样本。我们分析了 35 例 tPE 病例和 63 例对照。串联第一(鞘磷脂 C18:1 和尿素)和第三(己糖和柠檬酸盐)代谢物筛查预测 tPE 的曲线下面积(AUC)(95%CI)为 0.817(0.732-0.902),敏感性为 81.6%,特异性为 71.0%。串联第一(TATA 框结合蛋白相关因子(TBP))和第三(睾丸表达序列 15 蛋白(TEX15))蛋白质生物标志物高度准确地预测 tPE,AUC(95%CI)为 0.987(0.961-1.000),敏感性 100%,特异性 98.4%。结合代谢组学和蛋白质组学数据的整合途径过表达分析显示,信号转导、G 蛋白偶联受体、血清素和糖胺聚糖代谢等途径发生显著改变。这是串联整合和联合代谢组学和蛋白质组学分析 tPE 的首次报道。实现了高预测准确性和潜在重要的发病机制信息。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4e69/5700929/ce8c6a20c6a5/41598_2017_15882_Fig1_HTML.jpg

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