基于 1H-NMR 的紫锥菊化学计量分析预测髓系祖细胞刺激效应因子

Analytica Pub Date : 2024-01-13 DOI:10.3390/analytica5010003
Suresh K. Nagumalli, Joshua T. Salley, Jeffrey D. Carstens
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引用次数: 0

摘要

紫锥菊(Echinacea)是一种多年生草本开花植物,属于菊科(Asteraceae),它对大鼠骨髓中的髓系祖细胞(CFU-GMs)有刺激作用,这在我们之前使用 75% (v v-1) 的气生部分乙醇提取物进行的研究中得到了证实。在这项工作的基础上,我们研究了属于三个物种的 11 种不同紫锥菊样本的髓系祖细胞刺激活性。同时,我们采用了 1H-NMR 光谱法(400 MHz,0.02-10.02 ppm)和化学计量分析法来预测其活性成分。雌性 Sprague-Dawley 大鼠口服七天紫锥菊乙醇提取物(0-200 毫克提取物干重 kg-1 体重)。然后用 CFU-GM 生长因子培养骨髓细胞。与对照组相比,CFU-GM 有统计学意义(p < 0.05)增长的提取物被认为具有活性。在使用七种紫锥菊样品治疗的大鼠中观察到 CFU-GM 显著增加,比对照组高出 39% 到 91%,而四种样品没有活性。所有五个紫锥菊样本都显示出骨髓祖细胞刺激活性,而狭叶紫锥菊和苍白紫锥菊样本也各显示出相同的活性。通过对 1H-NMR 光谱应用正交偏最小二乘法判别分析(OPLS-DA),我们确定了与骨髓造血刺激相关的特定光谱段(0.70-1.98 ppm 脂肪族和 6.38-7.76 ppm 芳香族)。这些发现凸显了利用 1H-NMR 光谱进行化学计量分析的潜力,可以推断出复杂草药混合物(如紫锥菊)中具有生物活性特性的化学类别。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
1H-NMR-Based Chemometric Analysis of Echinacea Species to Predict Effectors of Myeloid Progenitor Stimulation
Echinacea, a herbaceous, perennial flowering plant from the Compositae (Asteraceae) family, exhibits stimulating effects on myeloid progenitors (CFU-GMs) in rat bone marrow, as demonstrated in our previous study using a 75% (v v−1) ethanol extract of aerial parts. Expanding on this work, we have investigated eleven different Echinacea samples that belong to three species for their myeloid progenitor-stimulating activity. Simultaneously, we employed 1H-NMR spectroscopy (400 MHz, 0.02–10.02 ppm) and chemometric analysis to predict constituents responsible for activity. Female Sprague–Dawley rats received oral doses of ethanol extracts (0–200 mg extract dry weight kg−1 body weight) of Echinacea for seven days. Bone marrow cells were then cultured with CFU-GM growth factors. Extracts showing a statistically significant (p < 0.05) increase in CFU-GM, compared to the control, were considered active. Significant CFU-GM increases were observed in rats treated with seven Echinacea samples, ranging from 39% to 91% higher than the control, while four samples were inactive. All five Echinacea purpurea samples showed myeloid progenitor-stimulating activity, while one sample each of Echinacea angustifolia and Echinacea pallida also exhibited the same activity. By applying orthogonal partial least squares discriminant analysis (OPLS-DA) to the 1H-NMR spectra, we identified specific spectral bins (0.70–1.98 ppm aliphatic and 6.38–7.76 ppm aromatic) correlating with myelopoiesis stimulation. These findings highlight the potential of chemometric analysis using 1H-NMR spectroscopy to infer the chemical classes that could be responsible for the bioactive properties of complex herbal mixtures, like Echinacea.
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