Plasma Proteomics for Epidemiology: Increasing Throughput With Standard-Flow Rates.

Xiaoke Yin, Ferheen Baig, Eloi Haudebourg, Richard T Blankley, Tejas Gandhi, Sebastian Müller, Lukas Reiter, Helmut Hinterwirth, Raimund Pechlaner, Sotirios Tsimikas, Peter Santer, Johann Willeit, Stefan Kiechl, Joseph L Witztum, Anthony Sullivan, Manuel Mayr
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引用次数: 9

Abstract

Background: Mass spectrometry is selective and sensitive, permitting routine quantification of multiple plasma proteins. However, commonly used nanoflow liquid chromatography (LC) approaches hamper sample throughput, reproducibility, and robustness. For this reason, most publications using plasma proteomics to date are small in study size.

Methods and results: Here, we tested a standard-flow LC mass spectrometry (MS) method using multiple reaction monitoring for the application to large epidemiological cohorts. We have reduced the LC-MS run time to almost a third of the nanoflow LC-MS approach. On the basis of a comparison of the quantification of 100 plasma proteins in >1500 LC-MS runs, the SD range of the retention time during continuous operation was substantially lower with the standard-flow LC-MS (<0.05 minutes) compared with the nanoflow LC-MS method (0.26-0.44 minutes). In addition, the standard-flow LC method also offered less variation in protein measurements. However, 5× more sample volume was required to achieve similar sensitivity. Two different commercial multiple reaction monitoring kits and an antibody-based multiplexing kit were used to compare the apolipoprotein measurements in a subset of samples. In general, good agreement was observed between the 2 multiple reaction monitoring kits, but some of the multiple reaction monitoring-based measurements differed from antibody-based assays.

Conclusions: The multiplexing capability of LC-MS combined with a standard-flow method increases throughput and reduces the costs of large-scale protein measurements in epidemiological cohorts, but protein rather than peptide standards will be required for defined absolute proteoform quantification.

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流行病学血浆蛋白质组学:用标准流速增加通量。
背景:质谱法是选择性和敏感性,允许多种血浆蛋白的常规定量。然而,常用的纳米流液相色谱(LC)方法阻碍了样品的通量、重现性和鲁棒性。由于这个原因,迄今为止大多数使用血浆蛋白质组学的出版物的研究规模都很小。方法和结果:在这里,我们测试了一种采用多反应监测的标准流程LC质谱(MS)方法,该方法适用于大型流行病学队列。我们已经将LC-MS的运行时间减少到纳米流LC-MS方法的近三分之一。通过对比>1500次LC-MS对100种血浆蛋白的定量,连续操作时的SD范围明显低于标准流程LC-MS(结论:LC-MS结合标准流方法的多路复用能力提高了通量,降低了流行病学队列中大规模蛋白质测量的成本,但对于确定的绝对蛋白质形态定量,需要蛋白质而不是肽标准。
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来源期刊
Circulation: Cardiovascular Genetics
Circulation: Cardiovascular Genetics CARDIAC & CARDIOVASCULAR SYSTEMS-GENETICS & HEREDITY
自引率
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0
审稿时长
6-12 weeks
期刊介绍: Circulation: Genomic and Precision Medicine considers all types of original research articles, including studies conducted in human subjects, laboratory animals, in vitro, and in silico. Articles may include investigations of: clinical genetics as applied to the diagnosis and management of monogenic or oligogenic cardiovascular disorders; the molecular basis of complex cardiovascular disorders, including genome-wide association studies, exome and genome sequencing-based association studies, coding variant association studies, genetic linkage studies, epigenomics, transcriptomics, proteomics, metabolomics, and metagenomics; integration of electronic health record data or patient-generated data with any of the aforementioned approaches, including phenome-wide association studies, or with environmental or lifestyle factors; pharmacogenomics; regulation of gene expression; gene therapy and therapeutic genomic editing; systems biology approaches to the diagnosis and management of cardiovascular disorders; novel methods to perform any of the aforementioned studies; and novel applications of precision medicine. Above all, we seek studies with relevance to human cardiovascular biology and disease.
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