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Potato metabolomics by GC–MS: what are the limiting factors?

机译:GC-MS分析的马铃薯代谢组学:限制因素是什么?

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Metabolic profiling methods are not ideally suited to the simultaneous analysis of all metabolite classes within a biological sample and must be optimized for maximum applicability. Several factors related to the optimization, validation and limitations of a GC–MS-based metabolic profiling method for potato were examined. A key step is conversion of reducing sugars to methyloximes, and optimum reaction conditions were 50 °C for 4 h. Shorter times or lower temperatures resulted in incomplete oximation whereas longer times and higher temperatures caused hydrolysis of sucrose, the major tuber dissacharide. Metabolite concentration gradients were observed in tuber sections. Glucose, fructose, alanine, methionine, threonine and tyrosine were more concentrated in the interior, whereas asparagine, putrescine, and caffeic and chlorogenic acids were higher in the skin and citrate was concentrated at the tuber’s bud end. These results impact upon choice of sampling strategy, consequently the use of freeze-dried (FD) material from a sampling protocol developed to avoid gradient-induced bias was examined. Using FD material, the method was highly linear and there was little qualitative or quantitative difference in the metabolite composition between fresh and FD material. The short- and long-term repeatability of the method was studied, and the use of reference materials to monitor and to improve data quality is discussed. Ascorbate is an important tuber metabolite that is readily measured by targeted approaches, but can be a problem in metabolic profiling. It was shown for standards and FD potato that ascorbate was largely degraded during oximation, although some survived in FD material.
机译:代谢谱分析方法不适用于同时分析生物样品中所有代谢物类别的方法,必须对其进行优化以实现最大的适用性。研究了与基于GC-MS的马铃薯代谢谱分析方法的优化,验证和局限性相关的几个因素。关键步骤是将还原糖转化为甲基肟,最佳反应条件为50°C 4 h。较短的时间或较低的温度会导致不完全的肟化反应,而较长的时间和较高的温度会导致主要的块茎二糖蔗糖水解。在块茎切片中观察到代谢物浓度梯度。葡萄糖,果糖,丙氨酸,蛋氨酸,苏氨酸和酪氨酸在内部的浓度更高,而皮肤中的天冬酰胺,腐胺,咖啡酸和绿原酸的含量较高,而柠檬酸盐则在块茎的芽端集中。这些结果会影响采样策略的选择,因此,研究了使用为避免梯度引起的偏差而开发的采样方案中使用的冻干(FD)材料。使用FD材料,该方法是高度线性的,新鲜和FD材料之间的代谢物组成在定性或定量上几乎没有差异。研究了该方法的短期和长期可重复性,并讨论了使用参考材料监测和改善数据质量的方法。抗坏血酸是一种重要的块茎代谢产物,很容易通过有针对性的方法进行测量,但可能是代谢谱分析中的一个问题。对于标准品和FD马铃薯显示,抗氧化剂在肟化过程中会大大降解,尽管其中一些在FD物质中存活。

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