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首页> 外文期刊>Journal of Agricultural and Food Chemistry >Matching in Vitro Bioaccessibility of Polyphenols and Antioxidant Capacity of Soluble Coffee by Boosted Regression Trees
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Matching in Vitro Bioaccessibility of Polyphenols and Antioxidant Capacity of Soluble Coffee by Boosted Regression Trees

机译:通过增强回归树匹配多酚的体外生物可及性和可溶性咖啡的抗氧化能力

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The aim of this study was to evaluate changes in polyphenol profile and antioxidant capacity of five soluble coffees throughout a simulated gastro-intestinal digestion, including absorption through a dialysis membrane. Our results demonstrate that both polyphenol content and antioxidant capacity were characteristic for each type of studied coffee, showing a drop after dialysis. Twenty-seven compounds were identified in coffee by HPLC MS, while only 14 of them were found after dialysis. Green+roasted coffee blend and chicory+coffee blend showed the highest and lowest content of polyphenols and antioxidant capacity before in vitro digestion and after dialysis, respectively. Canonical correlation analysis showed significant correlation between the antioxidant capacity and the polyphenol profile before digestion and after dialysis. Furthermore, boosted regression trees analysis (BRT) showed that only four polyphenol compounds (5-p-coumaroylquinic acid, quinic acid, coumaroyl tryptophan conjugated, and 5-O-caffeoylquinic acid) appear to be the most relevant to explain the antioxidant capacity after dialysis, these compounds being the most bioaccessible after dialysis. To our knowledge, this is the first report matching the antioxidant capacity of foods with the polyphenol profile by BRT, which opens an interesting method of analysis for future reports on the antioxidant capacity of foods.
机译:这项研究的目的是评估模拟胃肠道消化过程中五种可溶性咖啡的多酚谱和抗氧化能力的变化,包括通过透析膜的吸收。我们的结果表明,每种研究咖啡类型均具有多酚含量和抗氧化能力,透析后显示下降。通过HPLC MS在咖啡中鉴定出27种化合物,而透析后仅发现其中14种。绿+烤咖啡混合物和菊苣+咖啡混合物在体外消化前和透析后分别显示出最高和最低的多酚含量和抗氧化能力。典型的相关性分析表明,消化前和透析后的抗氧化能力与多酚谱之间存在显着相关性。此外,增强回归树分析(BRT)显示,只有四种多酚化合物(5-对-香豆酰基奎宁酸,奎宁酸,香豆酰基色氨酸共轭物和5-O-咖啡酰酰基奎宁酸)似乎与解释多酚化合物的抗氧化能力最相关。透析,这些化合物是透析后最易生物利用的。据我们所知,这是第一份通过BRT将食品的抗氧化能力与多酚谱相匹配的报告,这为将来有关食品抗氧化能力的报告提供了一种有趣的分析方法。

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