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PARAFAC HPLC-DAD 代谢组学指纹图谱研究参比咖啡和杂交咖啡。

PARAFAC HPLC-DAD metabolomic fingerprint investigation of reference and crossed coffees.

机构信息

Laboratório de Quimiometria em Ciências Naturais, Departamento de Química, Universidade Estadual de Londrina, CP 10.011, 86057-970 Londrina, PR, Brazil.

Embrapa Agricultural Informatics, Av. André Tosello 209, P.O. Box 6041, 13083-886 Campinas, SP, Brazil; Embrapa Environment, Rodovia SP 340, km 127.5, 13820-000 Jaguariúna, SP, Brazil.

出版信息

Food Res Int. 2018 Nov;113:9-17. doi: 10.1016/j.foodres.2018.06.070. Epub 2018 Jun 30.

Abstract

In this study two cultivars of Coffea arabica L., Bourbon (reference) and IPR101 (crossing) were analyzed. The extracts were prepared according to a simplex centroid design with four components, ethanol, ethyl acetate, dichloromethane, and hexane. Multiway data were obtained by HPLC-DAD analysis of the fifteen different mixtures for each cultivar. The PARAFAC methodology was used to investigate the chromatographic fingerprint. For both cultivars, Factor 1 was able to discriminate mixtures containing ethyl acetate as solvent. Factor 2 indicated that mixtures in pure ethanol and binary mixtures containing ethanol were the most efficient in extracting chlorogenic acids and factor 3 identified methylxanthines through spectrophotometric profile in all mixtures. Higher concentrations were obtained by the ethanol, dichloromethane and hexane ternary mixture for the Bourbon cultivar and by the quaternary mixture of these solvents with ethyl acetate for the IPR101 cultivar. Trigonelline and cafestol were extracted in both cultivars. The reference coffee showed higher relative abundances of cafestol ester, chlorogenic acids and trigonelline whereas the crossed coffee showed higher levels of caffeine. To confirm these results, UPLC-MS was used as a complementary method to confirm the presence of the metabolites in these extracts. The three way PARAFAC strategy determines correlations of HPLC-DAD chromatographic and spectral data simultaneously with samples permitting a more unambiguous assignment of metabolic groups than can be obtained treating chromatographic and spectral data separately by two way methods. This can provide higher quality chromatographic fingerprints for food chemistry.

摘要

在这项研究中,分析了两个阿拉比卡咖啡品种,波旁(对照)和 IPR101(杂交)。提取物是根据具有四个成分(乙醇、乙酸乙酯、二氯甲烷和正己烷)的单纯形质心设计制备的。通过 HPLC-DAD 分析每个品种的十五种不同混合物获得了多向数据。使用 PARAFAC 方法研究了色谱指纹。对于这两个品种,因子 1 能够区分含有乙酸乙酯作为溶剂的混合物。因子 2 表明,纯乙醇和含有乙醇的二元混合物的混合物在提取绿原酸方面最有效,因子 3 通过所有混合物中的分光光度谱图鉴定了甲基黄嘌呤。对于波旁品种,乙醇、二氯甲烷和正己烷三元混合物以及这些溶剂与乙酸乙酯的四元混合物获得了更高的浓度,对于 IPR101 品种,则使用这些溶剂的混合物获得了更高的浓度。在两个品种中都提取了葫芦巴碱和咖啡醇。对照咖啡显示出更高的咖啡醇酯、绿原酸和葫芦巴碱的相对丰度,而杂交咖啡则显示出更高的咖啡因水平。为了证实这些结果,使用 UPLC-MS 作为补充方法来证实这些提取物中代谢物的存在。三向 PARAFAC 策略同时确定了 HPLC-DAD 色谱和光谱数据与样品之间的相关性,这允许比通过双向方法分别处理色谱和光谱数据更明确地分配代谢物组。这可以为食品化学提供更高质量的色谱指纹。

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