Matching in Vitro Bioaccessibility of Polyphenols and Antioxidant Capacity of Soluble Coffee by Boosted Regression Trees

被引:27
作者
Podio, Natalia S. [1 ]
Lopez-Froilan, Rebeca [3 ]
Ramirez-Moreno, Esther [3 ,4 ]
Bertrand, Lidwina [2 ]
Baroni, Maria V. [1 ]
Perez-Rodriguez, Maria L. [3 ]
Sanchez-Mata, Maria-Cortes [3 ]
Wunderlin, Daniel A. [1 ]
机构
[1] Univ Nacl Cordoba, Fac Ciencias Quim, ICYTAC, Inst Ciencia & Tecnol Alimentos Cordoba, RA-5000 Cordoba, Argentina
[2] Univ Nacl Cordoba, Fac Ciencias Quim, CIBICI, Ctr Invest Bioquim & Inmunol Cordoba,CONICET, RA-5000 Cordoba, Argentina
[3] Univ Complutense Madrid, Fac Farm, Dept Nutr & Bromatol 2, E-28040 Madrid, Spain
[4] Univ Autonoma Estado Hidalgo, Inst Ciencias Salud, Area Nutr, Ctr Invest Interdisciplinario, Pachuca 42039, Mexico
关键词
polyphenol profile; in vitro gastrointestinal digestion; bioaccessibility; chemometrics; boosted regression trees; CHLOROGENIC ACID; BIOACTIVE COMPOUNDS; PHENOLIC-COMPOUNDS; MELANOIDINS; DIGESTION; GREEN; BREWS; IDENTIFICATION; CONSUMPTION; EXTRACTION;
D O I
10.1021/acs.jafc.5b04406
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
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.
引用
收藏
页码:9572 / 9582
页数:11
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