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H 核磁共振波谱结合多元统计分析鉴别 雌雄花芽

H NMR Combined with Multivariate Statistics for Discrimination of Female and Male Flower Buds of .

机构信息

Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing 100700, China.

出版信息

Molecules. 2021 Oct 26;26(21):6458. doi: 10.3390/molecules26216458.

Abstract

H Nuclear Magnetic Resonance (H NMR) combined with multivariate statistics was adopted to discriminate female and male flower buds of in the study. Samples of 11 female and 16 male flower buds of were collected in Beijing, China. H NMR spectra were acquired on a 400 MHz spectrometer. In total, 30 chemical compounds were identified with standards and literature according to chemical shifts, peak areas, and multiplicity. Principal component analysis (PCA), hierarchical clustering analysis (HCA), and supervised orthogonal partial least squares-discriminant analysis (OPLS-DA) were applied to discriminate female and male flower buds. An apparent grouping trend (RX, 0.809; Q, 0.903) between female and male groups was exhibited with PCA and HCA. The two groups were also well discriminated with OPLS-DA (RX, 0.808; RY, 0.976; Q, 0.960). Combined with variable importance in projection (VIP) > 1.0 and 0.05 of OPLS-DA, it was found that the content of daucosterol, -sitosterol, ursolic acid, and betulonic acid in male group was higher than that in female, which should be the key differences of chemical constituents in female and male flower buds of . The study demonstrated that H NMR combined with multivariate statistics could be used to discriminate female and male plants and clarify differences, which provided a novel method to identify the gender of dioecious plants.

摘要

采用氢核磁共振(1H NMR)结合多元统计分析的方法来区分 的雌花和雄花。在中国北京,采集了 11 个雌花和 16 个雄花样本。在 400 MHz 超导核磁共振波谱仪上采集 1H NMR 图谱。根据化学位移、峰面积和多重性,用标准品和文献鉴定出 30 种化合物。采用主成分分析(PCA)、层次聚类分析(HCA)和偏最小二乘判别分析(OPLS-DA)来区分雌花和雄花。PCA 和 HCA 显示出雌花和雄花之间存在明显的分组趋势(RX,0.809;Q,0.903)。OPLS-DA 也能很好地区分两组(RX,0.808;RY,0.976;Q,0.960)。结合 VIP>1.0 和 OPLS-DA 的 0.05,发现雄花中胡萝卜苷、β-谷甾醇、熊果酸和紫丁香苷的含量高于雌花,这应该是 的雌花和雄花化学成分的关键差异。本研究表明,1H NMR 结合多元统计分析可用于区分雌雄植物并阐明差异,为鉴定雌雄异株植物的性别提供了一种新方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7854/8587820/372a5c8e060d/molecules-26-06458-g001.jpg

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