Department of Circulation and Medical Imaging, Norwegian University of Science and Technology (NTNU), Trondheim, Norway.
MR Core Facility, Department of Circulation and Medical Imaging, NTNU, Trondheim, Norway.
Anal Chim Acta. 2019 Nov 12;1081:93-102. doi: 10.1016/j.aca.2019.07.026. Epub 2019 Jul 17.
Metabolomics analysis of biofluids is a feasible tool for disease characterization and monitoring due to its minimally invasive nature. To reduce unwanted variation in biobanks and clinical studies, it is important to determine the effect of external factors on metabolic profiles of biofluids. In this study we examined the effect of sample collection and sample processing procedures on NMR measured serum lipoproteins and small-molecule metabolites in serum and urine, using a cohort of men diagnosed with either prostate cancer or benign prostatic hyperplasia. We determined day-to-day reliability of metabolites by systematic sample collection at two different days, in both fasting and non-fasting conditions. Study participants received prostate massage the first day to assess the differences between urine with and without prostate secretions. Further, metabolic differences between first-void and mid-stream urine samples, and the effect of centrifugation of urine samples before storage were assessed. Our results show that day-to-day reliability is highly variable between metabolites in both serum and urine, while lipoprotein subfractions possess high reliability. Further, fasting status clearly influenced the metabolite concentrations, demonstrating the importance of keeping this condition constant within a study cohort. Day-to-day reliabilities were however comparable in fasting and non-fasting samples. Urine sampling procedures such as sampling of first-void or mid-stream urine, and centrifugation or not before sample storage, were shown to only have minimal effect on the overall metabolic profile, and is thus unlikely to constitute a confounder in clinical studies utilizing NMR derived metabolomics.
基于其微创的特性,生物流体的代谢组学分析是一种用于疾病特征描述和监测的可行工具。为了减少生物库和临床研究中的非目标变异,确定外部因素对生物流体代谢谱的影响非常重要。在这项研究中,我们使用一组被诊断患有前列腺癌或良性前列腺增生的男性,检查了样本采集和处理程序对 NMR 测量的血清脂蛋白和血清及尿液中小分子代谢物的影响。我们通过在两天内在空腹和非空腹条件下进行系统样本采集,确定了代谢物的日常可靠性。研究参与者在第一天接受前列腺按摩,以评估有和无前列腺分泌物的尿液之间的差异。此外,还评估了首次排空尿液和中段尿液样本之间的代谢差异,以及在储存前对尿液样本进行离心的影响。我们的结果表明,血清和尿液中的代谢物之间的日常可靠性差异非常大,而脂蛋白亚组份具有很高的可靠性。此外,空腹状态明显影响了代谢物浓度,这表明在研究队列中保持这种条件不变非常重要。然而,空腹和非空腹样本的日常可靠性是可比的。尿液采样程序,如首次排空或中段尿液的采样,以及在储存前是否离心,对整体代谢谱的影响很小,因此不太可能成为利用 NMR 衍生代谢组学进行的临床研究中的混杂因素。