Aharoni Asaph, Ric de Vos C H, Verhoeven Harrie A, Maliepaard Chris A, Kruppa Gary, Bino Raoul, Goodenowe Dayan B
Business Unit Cell Cybernetics, Plant Research International, Wageningen, The Netherlands.
OMICS. 2002;6(3):217-34. doi: 10.1089/15362310260256882.
Advanced functional genomic tools now allow the parallel and high-throughput analyses of gene and protein expression. Although this information is crucial to our understanding of gene function, it offers insufficient insight into phenotypic changes associated with metabolism. Here we introduce a high-capacity Fourier Transform Ion Cyclotron Mass Spectrometry (FTMS)-based method, capable of nontargeted metabolic analysis and suitable for rapid screening of similarities and dissimilarities in large collections of biological samples (e.g., plant mutant populations). Separation of the metabolites was achieved solely by ultra-high mass resolution; Identification of the putative metabolite or class of metabolites to which it belongs was achieved by determining the elemental composition of the metabolite based upon the accurate mass determination; and relative quantitation was achieved by comparing the absolute intensities of each mass using internal calibration. Crude plant extracts were introduced via direct (continuous flow) injection and ionized by either electrospray ionization (ESI) or atmospheric pressure chemical ionization (APCI) in both positive or negative ionization modes. We first analyzed four consecutive stages of strawberry fruit development and identified changes in the levels of a large range of masses corresponding to known fruit metabolites. The data also revealed novel information on the metabolic transition from immature to ripe fruit. In another set of experiments, the method was used to track changes in metabolic profiles of tobacco flowers overexpressing a strawberry MYB transcription factor and altered in petal color. Only nine masses appeared different between transgenic and control plants, among which was the mass corresponding to cyanidin-3-rhamnoglucoside, the main flower pigment. The results demonstrate the feasibility and utility of the FTMS approach for a nontargeted and rapid metabolic "fingerprinting," which will greatly speed up current efforts to study the metabolome and derive gene function in any biological system.
先进的功能基因组学工具现在允许对基因和蛋白质表达进行并行和高通量分析。尽管这些信息对于我们理解基因功能至关重要,但它对与代谢相关的表型变化的洞察还不够深入。在这里,我们介绍一种基于高容量傅里叶变换离子回旋共振质谱(FTMS)的方法,该方法能够进行非靶向代谢分析,适用于快速筛选大量生物样品(例如植物突变体群体)中的异同。代谢物的分离仅通过超高质量分辨率实现;通过基于精确质量测定确定代谢物的元素组成来鉴定假定的代谢物或其所属的代谢物类别;通过使用内标比较每个质量的绝对强度来实现相对定量。粗植物提取物通过直接(连续流动)进样引入,并在正离子或负离子模式下通过电喷雾电离(ESI)或大气压化学电离(APCI)进行电离。我们首先分析了草莓果实发育的四个连续阶段,并确定了与已知果实代谢物相对应的大量质量水平的变化。数据还揭示了关于从不成熟果实到成熟果实代谢转变的新信息。在另一组实验中,该方法用于跟踪过表达草莓MYB转录因子且花瓣颜色改变的烟草花的代谢谱变化。转基因植物和对照植物之间只有九个质量出现差异,其中包括与主要花色素矢车菊素-3-鼠李糖葡萄糖苷相对应的质量。结果证明了FTMS方法用于非靶向和快速代谢“指纹识别”的可行性和实用性,这将大大加快目前在任何生物系统中研究代谢组和推导基因功能的努力。