Savage Angela K, Tucker Gregory, van Duynhoven John Pm, Wulfert Florian, Daykin Clare A
Division of Molecular & Cellular Science, School of Pharmacy, University of Nottingham, Nottingham, NG7 2RD, UK.
Bioanalysis. 2009 Dec;1(9):1537-49. doi: 10.4155/bio.09.147.
Grape juice and related products have previously been associated with many health benefits, such as protection against cardiovascular disease. Current consensus is that the polyphenols are the likely bioactive species in these products.
Extracts of commercially available grape juices exhibited biological antioxidant activities ranging from 19.30 to 3099.51 µM trolox equivalents, as determined by cell-based assay in which J774 macrophages were stimulated with lipopolysaccaride at a concentration of 100 µg/ml for 1 h. Partial least-squares regression was then used to determine covariance between the antioxidant activity and 400 MHz (1)H NMR spectral profiles using models with R(2)X and R(2)Y values of 0.64 and 0.95, respectively, using three latent variables: the Q(2)(cum) was 0.63. Hydroxycinnamic acids and their derivatives were identified as being the most positively correlated with the antioxidant activity.
The work presented here describes a strategy for the bioinformatic linkage of plant metabolomic data with in vitro biological activity as an initial step towards determining structure-activity relationships.
葡萄汁及相关产品此前已被认为具有多种健康益处,如预防心血管疾病。目前的共识是,多酚类物质可能是这些产品中的生物活性成分。
通过基于细胞的分析方法测定,市售葡萄汁提取物的生物抗氧化活性范围为19.30至3099.51 μM Trolox当量。该分析方法中,用浓度为100 μg/ml的脂多糖刺激J774巨噬细胞1小时。然后使用偏最小二乘回归法,利用分别具有0.64和0.95的R(2)X和R(2)Y值的模型,通过三个潜在变量来确定抗氧化活性与400 MHz (1)H NMR光谱图谱之间的协方差:累积交叉验证相关系数Q(2)(cum)为0.63。已确定羟基肉桂酸及其衍生物与抗氧化活性的正相关性最强。
本文介绍了一种将植物代谢组学数据与体外生物活性进行生物信息学关联分析的策略,作为确定构效关系的第一步。