Issues and applications in label-free quantitative mass spectrometry.

International journal of proteomics Pub Date : 2013-01-01 Epub Date: 2013-01-16 DOI:10.1155/2013/756039
Xianyin Lai, Lianshui Wang, Frank A Witzmann
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Abstract

To address the challenges associated with differential expression proteomics, label-free mass spectrometric protein quantification methods have been developed as alternatives to array-based, gel-based, and stable isotope tag or label-based approaches. In this paper, we focus on the issues associated with label-free methods that rely on quantitation based on peptide ion peak area measurement. These issues include chromatographic alignment, peptide qualification for quantitation, and normalization. In addressing these issues, we present various approaches, assembled in a recently developed label-free quantitative mass spectrometry platform, that overcome these difficulties and enable comprehensive, accurate, and reproducible protein quantitation in highly complex protein mixtures from experiments with many sample groups. As examples of the utility of this approach, we present a variety of cases where the platform was applied successfully to assess differential protein expression or abundance in body fluids, in vitro nanotoxicology models, tissue proteomics in genetic knock-in mice, and cell membrane proteomics.

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无标记定量质谱的问题与应用。
为了应对差异表达蛋白质组学所面临的挑战,人们开发了无标记质谱蛋白质定量方法,以替代基于阵列、基于凝胶、基于稳定同位素标签或标记的方法。在本文中,我们将重点讨论与基于肽离子峰面积测量定量的无标记方法相关的问题。这些问题包括色谱配准、用于定量的肽鉴定和归一化。为了解决这些问题,我们介绍了最近开发的无标记定量质谱平台中的各种方法,这些方法克服了这些困难,能够对来自许多样本组实验的高度复杂蛋白质混合物中的蛋白质进行全面、准确和可重复的定量。作为该方法实用性的示例,我们介绍了成功应用该平台评估体液、体外纳米毒理学模型、基因敲入小鼠组织蛋白质组学和细胞膜蛋白质组学中蛋白质表达或丰度差异的各种案例。
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