Laboratório de Quimiometria em Ciências Naturais, Departamento de Química, Universidade Estadual de Londrina, CP 6001, 86051-990 Londrina, PR, Brazil.
Talanta. 2013 Mar 30;107:416-22. doi: 10.1016/j.talanta.2013.01.053. Epub 2013 Feb 4.
Multivariate statistical design and principal component analysis (PCA) applied to RP-HPLC-DAD and FTIR spectroscopic data were performed to investigate the fingerprints of four coffee cultivars, traditional red bourbon and three genetically modified cultivars. The design and response surface results showed that extraction dependence on solvent composition of one of the genetically modified cultivars, IAPAR 59, was very similar to that found for the red bourbon standard. PCA of the FTIR spectra obtained from all the simplex centroid design mixtures indicated that the 1:1 binary ethanol-dichloromethane solution resulted in the best separation of the four cultivars. The IPR 108 cultivar has more intense vibrational bands in the 3200-3,600 cm(-1) and 1100-1,600 cm(-1) regions indicating higher acid and fat levels than those of the other cultivars. The UV absorptions close to 275 nm of the RP-HPLC-DAD spectra are correlated with the strengths of the infrared absorptions between 3400 and 3,460 cm(-1) and can be explained by varying caffeine concentrations in the four cultivars.
多元统计设计和主成分分析(PCA)应用于反相高效液相色谱-二极管阵列检测和傅里叶变换红外光谱数据,以研究四个咖啡品种的指纹图谱,包括传统的红波旁种和三种基因改良品种。设计和响应面结果表明,一种基因改良品种 IAPAR 59 的提取对溶剂组成的依赖性与红波旁标准品种非常相似。对所有单纯形质心设计混合物的傅里叶变换红外光谱进行 PCA 分析表明,1:1 二元乙醇-二氯甲烷溶液可最好地分离四个品种。品种 IPR 108 在 3200-3600 cm(-1) 和 1100-1600 cm(-1) 区域的振动带更强,表明其酸和脂肪含量高于其他品种。反相高效液相色谱-二极管阵列检测光谱中接近 275nm 的紫外吸收与红外吸收在 3400 到 3460cm(-1) 之间的强度相关,可以用四个品种中咖啡因浓度的变化来解释。