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端到端生物标志物发现平台在通过高分辨差示质谱分析脑脊液中识别药物靶标作用标志物中的应用。

Application of an end-to-end biomarker discovery platform to identify target engagement markers in cerebrospinal fluid by high resolution differential mass spectrometry.

机构信息

Proteomics, Merck Research Laboratories, 33 Louis Pasteur Avenue, Boston, Massachusetts 02115, USA.

出版信息

J Proteome Res. 2010 Mar 5;9(3):1392-401. doi: 10.1021/pr900925d.

DOI:10.1021/pr900925d
PMID:20095649
Abstract

The rapid identification of protein biomarkers in biofluids is important to drug discovery and development. Here, we describe a general proteomic approach for the discovery and identification of proteins that exhibit a statistically significant difference in abundance in cerebrospinal fluid (CSF) before and after pharmacological intervention. This approach, differential mass spectrometry (dMS), is based on the analysis of full scan mass spectrometry data. The dMS workflow does not require complex mixing and pooling strategies, or isotope labeling techniques. Accordingly, clinical samples can be analyzed individually, allowing the use of longitudinal designs and within-subject data analysis in which each subject acts as its own control. As a proof of concept, we performed multifactorial dMS analyses on CSF samples drawn at 6 time points from n = 6 cisterna magna ported (CMP) rhesus monkeys treated with 2 potent gamma secretase inhibitors (GSI) or comparable vehicle in a 3-way crossover study that included a total of 108 individual CSF samples. Using analysis of variance and statistical filtering on the aligned and normalized LC-MS data sets, we detected 26 features that were significantly altered in CSF by drug treatment. Of those 26 features, which belong to 10 distinct isotopic distributions, 20 were identified by MS/MS as 7 peptides from CD99, a cell surface protein. Six features from the remaining 3 isotopic distributions were not identified. A subsequent analysis showed that the relative abundance of these 26 features showed the same temporal profile as the ELISA measured levels of CSF A beta 42 peptide, a known pharmacodynamic marker for gamma-secretase inhibition. These data demonstrate that dMS is a promising approach for the discovery, quantification, and identification of candidate target engagement biomarkers in CSF.

摘要

在生物流体中快速鉴定蛋白质生物标志物对于药物发现和开发很重要。在这里,我们描述了一种用于发现和鉴定在药物干预前后脑脊液(CSF)中丰度存在统计学显着差异的蛋白质的一般蛋白质组学方法。这种方法称为差异质谱法(dMS),基于全扫描质谱数据分析。dMS 工作流程不需要复杂的混合和池化策略,也不需要同位素标记技术。因此,可以单独分析临床样本,允许使用纵向设计和个体内数据分析,其中每个个体都是自己的对照。作为概念验证,我们在 n = 6 名 cisterna magna ported(CMP)恒河猴中进行了多因素 dMS 分析,这些恒河猴接受了 2 种有效的γ分泌酶抑制剂(GSI)或在包括总共 108 个单独 CSF 样本的 3 向交叉研究中进行了相当的载体处理。使用方差分析和对对齐和归一化 LC-MS 数据集的统计过滤,我们检测到 26 个在 CSF 中因药物治疗而显着改变的特征。在这 26 个特征中,属于 10 个不同同位素分布的 20 个通过 MS/MS 鉴定为来自 CD99 的 7 个肽,这是一种细胞表面蛋白。剩余 3 个同位素分布中的 6 个特征未被鉴定。随后的分析表明,这些 26 个特征的相对丰度与 ELISA 测量的 CSF Aβ42 肽水平表现出相同的时间曲线,CSF Aβ42 肽是γ分泌酶抑制的已知药效标志物。这些数据表明,dMS 是一种很有前途的方法,可用于发现、定量和鉴定 CSF 中候选靶标参与生物标志物。

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