Use of untargeted metabolomics to profile the foliar metabolome of Mitragyna speciosa under varying light and water conditions.

IF 2.9 4区 生物学 Q2 PLANT SCIENCES
Nisa Leksungnoen, Tushar Andriyas, Yongkriat Ku-Or, Suthaporn Chongdi, Pichaya Pongchaidacha, Chatchai Ngernsaengsaruay, Suwimon Uthairatsamee, Rossarin Tansawat
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Abstract

We investigated the effects of varying light intensity and water availability on the foliar metabolome of Mitragyna speciosa (kratom) seedlings in a hydroponic settings. Untargeted liquid chromatography-mass spectrometry (LC-MS) metabolomics integrated with hierarchical orthogonal partial least squares discriminant analysis (OPLS-DA) was used to characterise the metabolite profiles. We obtained and annotated a total of 377 metabolites that spanned major ontologies such as alkaloids, flavonoids, terpenoids, phenolics/phenylpropanoids, and lipid derivatives. The highest number of unique metabolites was observed under high light (245), followed by low light (162), and medium light (110). Hierarchical OPLS-DA identified two significant splits within the metabolomic dataset, with light intensity as the primary determinant of metabolome variation (Split 1: Silhouette score = 0.52, P-value = 0.011), followed by water potential under low-light conditions (Split 2: Silhouette score = 0.51, P-value = 0.012). Exposure to high-light intensity lowered the abundance of nitrogen-based alkaloids like hirsuteine, corynoxeine, and ajmalicine, while increasing the abundance of photoprotective compounds like uncarine C, picrotin, and ursolic acid. Conversely, low light and low water availability resulted in a higher abundance of metabolites that included quercetin, alpha-tocopherol, magnoflorine, epigallocatechin, and curcumin, suggestive of a stress-induced antioxidant response. The findings can be used for optimizing bioactive metabolite production under controlled environments for pharmacological applications, though confirmation of certain compounds (e.g. magnoflorine and curcumin) in M. speciosa through future validation with authentic standards remains essential.

利用非靶向代谢组学分析不同光照和水分条件下米特拉吉那叶面代谢组。
研究了水培条件下不同光照强度和水分有效性对米特拉吉纳(Mitragyna speciosa, kratom)幼苗叶片代谢组的影响。采用非靶向液相色谱-质谱(LC-MS)代谢组学与分层正交偏最小二乘判别分析(OPLS-DA)相结合的方法对代谢物谱进行表征。我们获得并注释了377种代谢物,这些代谢物跨越了主要的本体,如生物碱、类黄酮、萜类、酚类/苯丙素和脂类衍生物。在强光下观察到的独特代谢物数量最多(245个),其次是弱光(162个)和中光(110个)。分层OPLS-DA在代谢组数据集中发现了两个显著的分裂,光强度是代谢组变化的主要决定因素(分裂1:剪影评分= 0.52,p值= 0.011),其次是弱光条件下的水势(分裂2:剪影评分= 0.51,p值= 0.012)。暴露在强光下降低了氮基生物碱的丰度,如毛须素、花青素和马柳碱,同时增加了光保护化合物的丰度,如昂卡林C、苦杏仁素和熊果酸。相反,低光照和低水分导致代谢产物丰度较高,包括槲皮素、α -生育酚、木兰花碱、表没食子儿茶素和姜黄素,提示应激诱导的抗氧化反应。该研究结果可用于优化受控环境下的生物活性代谢物生产,用于药理学应用,尽管通过未来的真实标准验证来确认M. speciosa中的某些化合物(如木兰花碱和姜黄素)仍是必要的。
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来源期刊
Functional Plant Biology
Functional Plant Biology 生物-植物科学
CiteScore
5.50
自引率
3.30%
发文量
156
审稿时长
1 months
期刊介绍: Functional Plant Biology (formerly known as Australian Journal of Plant Physiology) publishes papers of a broad interest that advance our knowledge on mechanisms by which plants operate and interact with environment. Of specific interest are mechanisms and signal transduction pathways by which plants adapt to extreme environmental conditions such as high and low temperatures, drought, flooding, salinity, pathogens, and other major abiotic and biotic stress factors. FPB also encourages papers on emerging concepts and new tools in plant biology, and studies on the following functional areas encompassing work from the molecular through whole plant to community scale. FPB does not publish merely phenomenological observations or findings of merely applied significance. Functional Plant Biology is published with the endorsement of the Commonwealth Scientific and Industrial Research Organisation (CSIRO) and the Australian Academy of Science. Functional Plant Biology is published in affiliation with the Federation of European Societies of Plant Biology and in Australia, is associated with the Australian Society of Plant Scientists and the New Zealand Society of Plant Biologists.
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