Research Center for Food Safety and Nutrition, Key Lab of Urban Agriculture (South), Bor S. LUH Food Safety Research Center, School of Agriculture & Biology, Shanghai Jiao Tong University, Shanghai 200240, China.
Food Chem. 2014 Feb 15;145:365-71. doi: 10.1016/j.foodchem.2013.08.082. Epub 2013 Aug 29.
The 3-dimensional quantitative structure activity relationship (3D-QSAR) models were established from 21 anthocyanins based on their oxygen radical absorbing capacity (ORAC) and were applied to predict anthocyanins in eggplant and radish for their ORAC values. The cross-validated q(2)=0.857/0.729, non-cross-validated r(2) = 0.958/0.856, standard error of estimate = 0.153/0.134, and F = 73.267/19.247 were for the best QSAR (CoMFA/CoMSIA) models, where the correlation coefficient r(2)pred = 0.998/0.997 (>0.6) indicated a high predictive ability for each. Additionally, the contour map results suggested that structural characteristics of anthocyanins favourable for the high ORAC. Four anthocyanins from eggplant and radish have been screened based on the QSAR models. Pelargonidin-3-[(6''-p-coumaroyl)-glucosyl(2 → 1)glucoside]-5-(6''-malonyl)-glucoside, delphinidin-3-rutinoside-5-glucoside, and delphinidin-3-[(4''-p-coumaroyl)-rhamnosyl(1 → 6)glucoside]-5-glucoside potential with high ORAC based the QSAR models were isolated and also confirmed for their relative high antioxidant ability, which might attribute to the bulky and/or electron-donating substituent at the 3-position in the C ring or/and hydrogen bond donor group/electron donating group on the R1 position in the B ring.
建立了基于氧自由基吸收能力(ORAC)的 21 种花色苷的三维定量构效关系(3D-QSAR)模型,并应用于预测茄子和萝卜中花色苷的 ORAC 值。最佳 QSAR(CoMFA/CoMSIA)模型的交叉验证 q²=0.857/0.729、非交叉验证 r²=0.958/0.856、估计标准误差=0.153/0.134、F 值=73.267/19.247,表明每个模型都具有较高的预测能力。此外,等高线图结果表明,花色苷结构特征有利于高 ORAC 值。根据 QSAR 模型,从茄子和萝卜中筛选出了 4 种花色苷。基于 QSAR 模型,矢车菊素-3-[(6''-对香豆酰基)-葡萄糖基(2 → 1)葡萄糖苷]-5-(6''-丙二酰基)-葡萄糖苷、飞燕草素-3-芸香糖苷-5-葡萄糖苷和飞燕草素-3-[(4''-对香豆酰基)-鼠李糖基(1 → 6)葡萄糖苷]-5-葡萄糖苷具有较高的 ORAC 值,并通过相对高的抗氧化能力得到了证实,这可能归因于 C 环 3 位上的大体积和/或供电子取代基或 B 环 R1 位上的氢键供体/供电子基团。