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Automated analysis of lipid drug-response markers by combined fast and high-resolution whole cell MALDI mass spectrometry biotyping

机译:快速和高分辨率全细胞MALDI质谱联用生物分型自动分析脂质药物反应标记

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摘要

Recent advances in matrix-assisted laser desorption/ionization (MALDI) mass spectrometry have enabled whole cell-MALDI mass spectrometry biotyping of drug-treated cultured cells for rapid monitoring of known abundant pharmacodynamic protein markers such as polyacetylated histones. In contrast, generic and automated analytical workflows for discovery of such pharmacodynamic markers, in particular lipid markers, and their use in cellular tests of drug-like compounds are still lacking. Here, we introduce such a workflow and demonstrate its utility for cellular drug-response monitoring of BCR-ABL tyrosine kinase inhibitors in K562 leukemia cells: First, low-molecular mass features indicating drug responses are computationally extracted from groups of MALDI-TOF mass spectra. Then, the lipids/metabolites corresponding to these features are identified by MALDI-Fourier transformation mass spectrometry. To demonstrate utility of the method, we identify the potassium adduct of phosphatidylcholine PC(36:1) as well as heme B, a marker for erythroid differentiation, as markers for a label-free MALDI MS-based test of cellular responses to BCR-ABL inhibitors. Taken together, these results suggest that MALDI-TOF mass spectrometry of lipids and other low molecular mass metabolites could support cell-based drug profiling.
机译:基质辅助激光解吸/电离(MALDI)质谱技术的最新进展已使经药物处理的培养细胞的全细胞MALDI质谱生物分型能够快速监测已知的大量药效蛋白标记物,例如聚乙酰化组蛋白。相反,仍然缺乏用于发现这种药效学标记物,特别是脂质标记物的通用和自动分析工作流程,以及它们在药物样化合物的细胞测试中的使用。在这里,我们介绍这种工作流程,并证明其可用于监测K562白血病细胞中BCR-ABL酪氨酸激酶抑制剂的细胞药物反应:首先,低分子质量特征指示药物反应是从MALDI-TOF质谱组中计算提取的。然后,通过MALDI-傅立叶变换质谱法鉴定与这些特征相对应的脂质/代谢物。为证明该方法的实用性,我们鉴定了磷脂酰胆碱PC(36:1)的钾加合物以及红血球分化的标志物血红素B,作为基于无标记MALDI MS的细胞对BCR-应答的测试的标志物ABL抑制剂。综上所述,这些结果表明脂质和其他低分子量代谢物的MALDI-TOF质谱分析可以支持基于细胞的药物谱分析。

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