Geographic variation in secondary metabolites contents and their relationship with soil mineral elements in Pleuropterus multiflorum Thunb. from different regions

Yaling Yang, Siman Wang, Ruibin Bai, Feng Xiong, Yan Jin, Hanwei Liu, Ziyi Wang, Chengyuan Yang, Yi Yu, Apu Chowdhury, Chuanzhi Kang, Jian Yang, Lanping Guo
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Abstract

Pleuropterus multiflorum Thunb cv. “Heshouwu” (HSW) has been used as a classical material for both medicine and food in China for millennia. Recently, the cultivation region of HSW has shifted from Guangdong to Sichuan, Guizhou, and other regions. The investigation of geographic variation in bioactive metabolite contents and their relationship with soil mineral elements holds academic significance. This study aimed to investigate the variations in the distribution of active components in HSW across diverse planting regions and their relationship with soil mineral elements. A reliable quantitative analysis based on ultrahigh-performance liquid chromatography with triple-quadrupole mass spectrometry (UPLC-QQQ-MS) was developed to assess the levels of 15 bioactive metabolites in 60 HSW samples collected from 4 distinct regions. A total of 43 soil mineral elements in corresponding 60 soil samples were quantified by inductively coupled plasma mass spectrometry (ICP-MS). Orthogonal partial least squares-discriminant analysis (OPLS-DA), heatmap analysis, Pearson correlation analysis, and random forest (RF) regression were conducted based on the above quantitative data. The content of stilbene glycosides displayed a wider range of variation compared with emodin and physcion among different regions. Eight compounds were screened as the differential metabolites in HSW samples from various sources using the supervised OPLS-DA analysis. Among these, 2 important functional compounds including physcion and 2,3,5,4′-tetrahydroxystilbene-2-O-(6″-O-acetyl)-glucoside (THSG-5) are the most abundant in HSW samples from Deqing, a geographical indicative production region. Pearson correlation analysis indicated that the impact of soil mineral elements on the levels of stilbene glycosides is greater compared to that on anthraquinones. A negative correlation was observed between the levels of elements Na, Zn, Ba, Ti, and 2,3,5,4′-tetrahydroxysilbene 2-O-glucoside (THSG-1). Conversely, a positive correlation was found between the contents of elements Na, Ce, Ti, and physcion and THSG-5, 2 components that exhibited higher levels in Deqing. Furthermore, an RF algorithm was employed to establish an interrelationship model, effectively forecasting the abundance of the majority of differential metabolites in HSW samples based on the content data of soil mineral elements. The variation of stilbene glycosides is wider than emodin and physcion in HSW. The levels of metabolites in HSW samples are influenced by soil mineral elements, with stilbene glycosides being more susceptible to such influences compared to anthraquinones. Specifically, THSG-1 shows a negative association with most soil mineral elements, notably Na, Zn, Ba, and Ti, whereas the content of physcion displays a positive correlation.
不同地区多花褶菌次生代谢物含量的地域差异及其与土壤矿物元素的关系
多花昴树(Pleuropterus multiflorum Thunb cv.在中国,"何首乌"(HSW)作为药食两用的经典材料已有千年历史。近年来,何首乌的种植区域已从广东转移到四川、贵州等地。研究生物活性代谢物含量的地域差异及其与土壤矿物元素的关系具有重要的学术意义。 本研究旨在探讨不同种植区域恒河沙数中活性成分的分布变化及其与土壤矿物元素的关系。 研究开发了一种基于超高效液相色谱-三重四极杆质谱(UPLC-QQQ-MS)的可靠定量分析方法,以评估从 4 个不同地区采集的 60 份恒河沙数样本中 15 种生物活性代谢物的含量。电感耦合等离子体质谱法(ICP-MS)对相应的 60 个土壤样本中的 43 种土壤矿物元素进行了定量。根据上述定量数据进行了正交偏最小二乘判别分析(OPLS-DA)、热图分析、皮尔逊相关分析和随机森林回归分析。 结果表明,与大黄素和大黄素相比,二苯乙烯苷的含量在不同地区间的变化范围更大。利用监督 OPLS-DA 分析法,筛选出了不同来源恒河沙数样本中的 8 种差异代谢物。其中,2 种重要的功能性化合物,包括大黄素和 2,3,5,4′-四羟基二苯乙烯-2-O-(6″-O-乙酰基)-葡萄糖苷(THSG-5)在具有地理标志性的产地德清的恒河沙数样品中含量最高。皮尔逊相关分析表明,与蒽醌类化合物相比,土壤矿物元素对芪苷类化合物含量的影响更大。Na、Zn、Ba、Ti 等元素的含量与 2,3,5,4′-四羟基二苯乙烯 2-O-葡萄糖苷(THSG-1)之间呈负相关。相反,Na、Ce、Ti、physcion 等元素的含量与 THSG-5 呈正相关,这两种成分在德清的含量较高。此外,根据土壤矿物元素的含量数据,采用射频算法建立了相互关系模型,有效地预测了 HSW 样品中大部分差异代谢物的丰度。 在 HSW 中,二苯乙烯苷类化合物的变化范围大于大黄素和physcion。恒河沙数样本中代谢物的含量受到土壤矿物元素的影响,与蒽醌类化合物相比,二苯乙烯苷类化合物更容易受到这种影响。具体来说,THSG-1 与大多数土壤矿物元素(尤其是 Na、Zn、Ba 和 Ti)呈负相关,而 Physcion 的含量则呈正相关。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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