Chen Guan-Yuan, Liao Hsiao-Wei, Tsai I-Lin, Tseng Yufeng Jane, Kuo Ching-Hua
School of Pharmacy, College of Medicine, National Taiwan University , No. 33, Linsen S. Rd., Chongcheng Dist., Taipei, 10051 Taiwan.
The Metabolomics Core Laboratory, Center of Genomic Medicine, National Taiwan University , No.2, Xuzhou Rd., Zhongzheng Dist., Taipei 10055, Taiwan.
Anal Chem. 2015 Oct 6;87(19):9731-9. doi: 10.1021/acs.analchem.5b01869.
Studies of the cell metabolome greatly improve our understanding of cell biology. Currently, most cellular metabolomics studies control only cell numbers or protein content without adjusting the total metabolite concentration, mainly because of the lack of an effective concentration normalization method for cell metabolites. This study proposed a matrix-induced ion suppression (MIIS) method to measure the total amount of cellular metabolites by utilizing flow injection analysis coupled with electrospray ionization mass spectrometry (FIA-ESI-MS).We used series dilutions of HL-60 cell extracts to establish the relationship between cellular metabolite concentration and the degree of ion suppression of the ion suppression indicator, and a good correlation was obtained between 2- and 12-fold dilutions of cell extracts (R(2) = 0.999). Two lung cancer cells, CL1-0 and CL1-5, were selected as the model cell lines to evaluate the efficacy of the MIIS method and the importance of metabolite concentration normalization. Through MIIS analysis, CL1-0 cells were found to contain metabolites at a concentration 2.1 times higher than in CL1-5, and the metastatic properties of CL1-5 could only be observed after 2.1-fold dilution of CL1-0 before metabolomic analysis. Our results demonstrated that the MIIS method is an effective approach for metabolite concentration normalization and that controlling metabolite concentrations can improve data integrity in cellular metabolomics studies.
细胞代谢组学研究极大地增进了我们对细胞生物学的理解。目前,大多数细胞代谢组学研究仅控制细胞数量或蛋白质含量,而不调整总代谢物浓度,主要是因为缺乏一种有效的细胞代谢物浓度归一化方法。本研究提出了一种基质诱导离子抑制(MIIS)方法,通过流动注射分析与电喷雾电离质谱联用(FIA-ESI-MS)来测量细胞代谢物的总量。我们使用HL-60细胞提取物的系列稀释液来建立细胞代谢物浓度与离子抑制指示剂的离子抑制程度之间的关系,在细胞提取物2倍至12倍稀释之间获得了良好的相关性(R(2) = 0.999)。选择两种肺癌细胞CL1-0和CL1-5作为模型细胞系,以评估MIIS方法的有效性以及代谢物浓度归一化的重要性。通过MIIS分析,发现CL1-0细胞中代谢物的浓度比CL1-5高2.1倍,并且只有在代谢组学分析前将CL1-0稀释2.1倍后才能观察到CL1-5的转移特性。我们的结果表明,MIIS方法是代谢物浓度归一化的有效方法,并且控制代谢物浓度可以提高细胞代谢组学研究中的数据完整性。