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基于质谱的多重分析技术在药物研发和临床诊断中用于生物标志物分析——多少才算过量?

Mass Spectrometry-Based Multiplexing for the Analysis of Biomarkers in Drug Development and Clinical Diagnostics- How Much is too Much?

作者信息

Christians Uwe, Klepacki Jacek, Shokati Touraj, Klawitter Jost, Klawitter Jelena

机构信息

iC42 Clinical Research & Development, Department of Anesthesiology, University of Colorado, Aurora, Colorado 80045, United States.

出版信息

Microchem J. 2012 Nov 1;105:32-38. doi: 10.1016/j.microc.2012.02.011.

Abstract

Biomarkers, or more specifically molecular markers, can detect biochemical changes associated with disease processes and drug effects before histopathological and pathophysiological changes occur. Multiplexing technologies such as high-performance liquid chromatography/mass spectrometry (LC-MS) allow for the measurement of molecular marker patterns that confer significantly more information than the measurement of a single parameter alone. The use of multiplexing assays for drug development, and as diagnostic tools, is attractive but will require regulatory review and approval and thus requires validation following regulatory guidances. Multiplexing assays always constitute a compromise. The number of analytes that can reasonably be included in a mass spectrometry-based multiplexing assay depend on the physico-chemical properties of the analytes and their integration into a single assay in terms of extraction, HPLC separation, ionization conditions and mass spectrometry detection. Another aspect includes biomedical considerations such as the differences in physiological concentrations of analytes, the required concentration range, and how much variability is acceptable before the clinical utility of a marker is negatively affected. Regulatory considerations include validation and quality control during sample analysis. Current bioanalytical regulatory guidelines have mostly been developed for single drug compounds and are not always adequate for multiplexing molecular marker assays that often quantify endogenous compounds. Specific guidances for multiplexing assays should be developed. Even if it is possible to integrate a wide variety and large number of analytes into a multiplexing assay, it should always be taken into consideration that a set of shorter, more specialized assays, may offer a more manageable and efficient alternative.

摘要

生物标志物,或者更具体地说是分子标志物,能够在组织病理学和病理生理学变化出现之前,检测出与疾病进程和药物效应相关的生化变化。诸如高效液相色谱/质谱联用(LC-MS)等多重分析技术,能够测量分子标志物模式,这些模式所提供的信息比单独测量单个参数要多得多。将多重分析用于药物研发以及作为诊断工具很有吸引力,但需要经过监管审查和批准,因此需要遵循监管指南进行验证。多重分析总是需要权衡。基于质谱的多重分析中能够合理纳入的分析物数量,取决于分析物的物理化学性质,以及它们在提取、高效液相色谱分离、电离条件和质谱检测等方面整合到单一分析中的情况。另一个方面包括生物医学考量,例如分析物生理浓度的差异、所需的浓度范围,以及在标志物的临床效用受到负面影响之前可接受的变异性大小。监管方面的考量包括样品分析过程中的验证和质量控制。当前的生物分析监管指南大多是针对单一药物化合物制定的,对于常常用于定量内源性化合物的多重分子标志物分析而言,并不总是适用。应该制定针对多重分析的具体指南。即便有可能将各种各样大量的分析物整合到一个多重分析中,也应该始终考虑到,一组更简短、更专门的分析可能会提供一种更易于管理且高效的替代方案。

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