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用于分析抑制成人T细胞白血病增殖的蓝莓叶代谢物的直接进样电子电离质谱代谢组学方法。

Direct-Injection Electron Ionization-Mass Spectrometry Metabolomics Method for Analyzing Blueberry Leaf Metabolites That Inhibit Adult T-cell Leukemia Proliferation.

作者信息

Kai Hisahiro, Uesawa Yoshihiro, Kunitake Hisato, Morishita Kazuhiro, Okada Yoshihito, Matsuno Koji

机构信息

Department of Pharmaceutical Health Sciences, School of Pharmaceutical Sciences, Kyushu University of Health and Welfare, Nobeoka, Japan.

Department of Medical Molecular Informatics, Meiji Pharmaceutical University, Kiyose, Japan.

出版信息

Planta Med. 2019 Jan;85(1):81-87. doi: 10.1055/a-0725-8295. Epub 2018 Sep 13.

Abstract

Metabolic profiling is often used to identify possible correlations between a compound's metabolic profile and biological activity. Direct-injection electron ionization-mass spectrometry "fingerprinting" is useful for characterizing biological materials. We demonstrate the utility of direct-injection electron ionization-mass spectrometry for metabolic profiling using 100 different extracts of leaves from 20 blueberry cultivars collected at 5 time points from April to December 2008. A qualitative direct-injection electron ionization-mass spectrometry method was used to profile the major and/or minor constituents in the blueberry leaf extracts. Blueberry leaf extracts could be distinguished by principal component analysis based on the absolute intensity of characteristic fragment ions. Twenty cultivars were categorized into four species, and the most appropriate discriminative marker value for identifying each cultivar was selected statistically. Correlated values indicating the collection month were determined in the same analysis, and air temperature variance factors were extracted from score plots by principal component analysis. We previously reported that blueberry extracts inhibit the proliferation of adult T-cell leukemia cells. Leaves of collected in December of 2008 exhibited significantly greater inhibition of adult T-cell leukemia cell proliferation than other species. Highly bioactive cultivars or species were identified by direct-injection electron ionization-mass spectrometry metabolomics analysis of blueberry leaf extracts. The components extracted based on our direct-injection electron ionization-mass spectrometry analyses could be used to construct a model to predict anti-adult T-cell leukemia bioactivity. This is the first study to report a relationship between seasonal variation and bioactivity of natural products using a direct-injection electron ionization-mass spectrometry metabolomics method.

摘要

代谢谱分析常用于确定化合物的代谢谱与生物活性之间可能存在的相关性。直接进样电子电离质谱“指纹图谱”有助于表征生物材料。我们利用2008年4月至12月5个时间点采集的20个蓝莓品种的100种不同叶片提取物,证明了直接进样电子电离质谱在代谢谱分析中的实用性。采用定性直接进样电子电离质谱方法对蓝莓叶提取物中的主要和/或次要成分进行分析。基于特征碎片离子的绝对强度,通过主成分分析可以区分蓝莓叶提取物。20个品种被分为4个物种,并通过统计学方法选择了用于鉴定每个品种的最合适的判别标记值。在同一分析中确定了与采集月份相关的值,并通过主成分分析从得分图中提取了气温变化因子。我们之前报道过蓝莓提取物可抑制成人T细胞白血病细胞的增殖。2008年12月采集的蓝莓叶对成人T细胞白血病细胞增殖的抑制作用明显强于其他品种。通过对蓝莓叶提取物进行直接进样电子电离质谱代谢组学分析,鉴定出了高生物活性的品种或物种。基于我们的直接进样电子电离质谱分析提取的成分可用于构建预测抗成人T细胞白血病生物活性的模型。这是首次使用直接进样电子电离质谱代谢组学方法报道天然产物的季节变化与生物活性之间关系的研究。

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