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Discovering and validating between-subject variations in plasma lipids in healthy subjects

机译:发现并验证健康受试者血浆脂质的受试者间差异

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摘要

Lipid levels are commonly used in clinical settings as disease biomarkers, and the advent of mass spectrometry-based (MS) lipidomics heralds the possibility of identifying additional lipids that can inform disease predispositions. However, the degree of natural variation for many lipids remains poorly understood, thus confounding downstream investigations on whether a specific intervention is driving observed lipid fluctuations. Here, we performed targeted mass spectrometry with multiple reaction monitoring across a comprehensive spectrum of 192 plasma lipids on eight subjects across three time-points separated by six hours and two standardized meals. A validation study to confirm the initial discoveries was performed in a further set of nine subjects, subject to the identical study design. Technical variation of the MS was assessed using duplicate measurements in the validation study, while biological variation was measured for lipid species with coefficients of variation <20%. We observed that eight lipid species from the phosphatidylethanolamine and phosphatidylcholine lipid classes were discovered and validated to vary consistently across the three time-points, where the within-subject variance can be up to 1.3-fold higher than between-subject variance. These findings highlight the importance of understanding the range of biological variation in plasma lipids as a precursor to their use in clinical biochemistry.
机译:脂质水平通常在临床中用作疾病的生物标志物,基于质谱(MS)的脂质组学的问世预示着可能鉴定出更多的脂质来告知疾病易感性。但是,对于许多脂质的自然变异程度仍然知之甚少,因此混淆了有关特定干预是否正在推动观察到的脂质波动的下游研究。在这里,我们进行了目标质谱分析,对八名受试者的六个血浆和192份标准餐分开的三个时间点上的192个血浆脂质的全面光谱进行了多反应监测。根据相同的研究设计,在另外九个受试者中进行了一项确认最初发现的验证研究。在验证研究中,使用重复测量评估了MS的技术变异,同时对脂质物种的生物变异进行了测量,变异系数<20%。我们观察到,发现并验证了来自磷脂酰乙醇胺和磷脂酰胆碱脂质类别的八个脂质种类在三个时间点上一致地变化,其中,受试者内部的变异可以比受试者之间的变异高1.3倍。这些发现凸显了理解血浆脂质作为其在临床生物化学中使用的前体的生物学变化范围的重要性。

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