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使用超高效液相色谱和四极杆飞行时间质谱联用技术对氨基酸和酰基肉碱进行定量分析,并结合非靶向代谢组学。

Quantitative analysis of amino acids and acylcarnitines combined with untargeted metabolomics using ultra-high performance liquid chromatography and quadrupole time-of-flight mass spectrometry.

作者信息

Roy Cynthia, Tremblay Pierre-Yves, Bienvenu Jean-François, Ayotte Pierre

机构信息

Centre de Toxicologie du Québec, Institut national de santé publique du Québec (INSPQ), 945 Wolfe, Québec, QC G1V 5B3, Canada; Axe santé des populations et pratiques optimales en santé, Centre de recherche du CHU de Québec, Hôpital du Saint-Sacrement, 1050, chemin Sainte-Foy, Québec, QC G1S 4L8, Canada.

Centre de Toxicologie du Québec, Institut national de santé publique du Québec (INSPQ), 945 Wolfe, Québec, QC G1V 5B3, Canada.

出版信息

J Chromatogr B Analyt Technol Biomed Life Sci. 2016 Aug 1;1027:40-9. doi: 10.1016/j.jchromb.2016.05.006. Epub 2016 May 14.

Abstract

Metabolomics is an "omic" technique being increasingly used in epidemiological and clinical studies. We developed a method combining untargeted metabolomics with the quantitative determination of eight amino acids (AA) and eight acylcarnitines (AC) in plasma using ultra-high pressure liquid chromatography (UHPLC), electrospray ionization (ESI) and quadrupole time-of-flight mass spectrometry (QTOFMS). Separation of metabolites is performed by ion-pair reverse phase UHPLC using a HSS T3 column (2.1×100mm, 100Å, 1.8μm particle size) and formic acid-ammonium acetate-heptafluorobutyric acid in water and formic acid-ammonium acetate in methanol as mobile phases. Metabolite identification and quantification are achieved using a QTOFMS operating in ESI-positive and full-scan mode along with MS(E) acquisition of fragmentation patterns. Targeted metabolites are quantified using the appropriate labeled standards and include branched-chain AA (leucine, isoleucine, valine), aromatic AA (phenylalanine, tyrosine) as well as acetylcarnitine and propionylcarnitine, which have been identified as biomarkers of future cardiometabolic disease risk. The inter-day precision (relative standard deviation) for the targeted method was <15% for all but one metabolite and accuracy (bias) of amino acids ranged from 0.5% to 13.9% using SRM 1950 as the external standard. Untargeted metabolomics in 30 plasma samples from the general Canadian population revealed 5018 features, of which 48 metabolites were identified using the MZmine 2.19 software including 23 by our in-house library that comprises 671 annotated metabolites. SRM 1950 analysis revealed 11,684 features, among which 154 metabolites were identified. Our method is currently applied in several epidemiological studies to better characterize cardiometabolic diseases and identify new biomarkers for disease prevention.

摘要

代谢组学是一种“组学”技术,在流行病学和临床研究中越来越多地被使用。我们开发了一种方法,将非靶向代谢组学与使用超高压液相色谱(UHPLC)、电喷雾电离(ESI)和四极杆飞行时间质谱(QTOFMS)对血浆中8种氨基酸(AA)和8种酰基肉碱(AC)进行定量测定相结合。代谢物的分离通过离子对反相UHPLC进行,使用HSS T3柱(2.1×100mm,100Å,1.8μm粒径),水相中的甲酸 - 醋酸铵 - 七氟丁酸和甲醇相中的甲酸 - 醋酸铵作为流动相。代谢物的鉴定和定量使用在ESI正离子和全扫描模式下运行的QTOFMS以及MS(E)碎片模式采集来实现。靶向代谢物使用适当的标记标准进行定量,包括支链氨基酸(亮氨酸、异亮氨酸、缬氨酸)、芳香族氨基酸(苯丙氨酸、酪氨酸)以及乙酰肉碱和丙酰肉碱,它们已被确定为未来心脏代谢疾病风险的生物标志物。除一种代谢物外,靶向方法的日间精密度(相对标准偏差)<15%,以SRM 1950作为外标时,氨基酸的准确度(偏差)范围为0.5%至13.9%。对来自加拿大普通人群的30份血浆样本进行的非靶向代谢组学分析揭示了5018个特征,其中使用MZmine 2.19软件鉴定出48种代谢物,其中23种通过我们包含671种注释代谢物的内部库鉴定。SRM 1950分析揭示了11,684个特征,其中鉴定出154种代谢物。我们的方法目前应用于多项流行病学研究,以更好地表征心脏代谢疾病并识别疾病预防的新生物标志物。

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