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使用红外光谱法衰减全反射傅里叶变换红外光谱(ATR-FTIR)作为哥伦比亚可可液的快速替代方法:品种分类和挥发性化合物浓度估算。

Use of infrared spectroscopy ATR-FTIR as a rapid alternative for Colombian cocoa liquors: classification varieties and estimation of volatile compounds concentration.

作者信息

Rodríguez-González Blanca E, Amador-Espejo Genaro G, Ramírez-López Carolina, Penagos-Velez Lucas, Mazo-Rivas Juan Camilo

机构信息

Instituto Politécnico Nacional, Centro de Investigación en Biotecnología Aplicada, Carretera Estatal Santa Inés Tecuexcomac-Tepetitla, km 1.5, Tepetitla de Lardizábal, Tlaxcala, C.P. 90700, Mexico.

SECIHTI-IPN Centro de Investigación en Biotecnología Aplicada, Carretera Estatal Santa Inés Tecuexcomac-Tepetitla, km 1.5, Tepetitla de Lardizábal, Tlaxcala, C.P. 90700, Mexico.

出版信息

Food Res Int. 2025 Oct;217:116828. doi: 10.1016/j.foodres.2025.116828. Epub 2025 Jun 16.

Abstract

Criollo cocoa beans are defined as fine and flavor due to sensory notes that could be commercialized in premium chocolates. Chromatography mass-spectrometry (GC-MS) is commonly used in cocoa samples to differentiate between varieties; however, it is an expensive and time-consuming technique. Based on this, an alternative technique for variety differentiation was developed using Fourier Transform Infrared (ATR-FTIR) spectroscopy with chemometrics. Seventeen Colombian cocoa liquor samples were analyzed using GC-MS and ATR-FTIR. This included 12 from Criollo varieties Montaña (LMON) and Olivo (LOLI), and 5 from commercial liquors made from Trinitario Colombian beans (LC). Volatile results included 80.61 % of variability in the PC1-PC3, the samples were differentiated by 1-pentanol and 2-heptanol (LMON), 2-octanone, benzonitrile and 2,3-butanodiol diacetate (LOLI), and pyrazines and phenylacetaldehyde (LC). The ATR-FTIR wavenumber classification considered 84.09 % of variability in the PC1-PC3. The ATR-FTIR Criollo spectra were influenced by amino acid (LMON), protein, acetyl, and roaster modification (LOLI) regions. Meanwhile, lipids, pyrazines and some aromatic regions influenced the LC spectra. Additionally, the mathematical models (PLS-DA), developed to differentiate samples, presented comparable correct estimations: the GC-MS and ATR-FTIR models yielded accurate estimations of 97.62 % and 97.80 %, respectively. Finally, the linear regressions to estimate the concentration of volatile compounds increased the fit model (R) from 0.62-0.84 to 0.96-0.99 using the sample classification as a pretreatment. These results confirmed that the use of ATR-FTIR combined with chemometrics was an effective rapid method for classifying cocoa liquor samples such as Criollo, or commercial liquors to be used as raw materials in premium products.

摘要

克里奥洛可可豆因其具有可用于高档巧克力商业化的感官特性而被定义为优质且风味独特。色谱 - 质谱联用(GC - MS)常用于可可样品以区分不同品种;然而,这是一种昂贵且耗时的技术。基于此,开发了一种使用傅里叶变换红外(ATR - FTIR)光谱结合化学计量学的品种区分替代技术。使用GC - MS和ATR - FTIR对17个哥伦比亚可可液样品进行了分析。其中包括12个来自克里奥洛品种蒙塔纳(LMON)和奥利沃(LOLI)的样品,以及5个由哥伦比亚特立尼达豆制成的商业可可液(LC)样品。挥发性成分分析结果表明,PC1 - PC3的变异率为80.61%,样品通过1 - 戊醇和2 - 庚醇(LMON)、2 - 辛酮、苄腈和2,3 - 丁二醇二乙酸酯(LOLI)以及吡嗪和苯乙醛(LC)进行区分。ATR - FTIR波数分类中PC1 - PC3的变异率为84.09%。克里奥洛品种的ATR - FTIR光谱受氨基酸(LMON)、蛋白质、乙酰基和烘焙改性(LOLI)区域的影响。同时,脂质、吡嗪和一些芳香区域影响了LC光谱。此外,为区分样品而开发的数学模型(PLS - DA)呈现出相当的正确估计:GC - MS和ATR - FTIR模型的准确估计率分别为97.62%和97.80%。最后,使用样品分类作为预处理,用于估计挥发性化合物浓度的线性回归将拟合模型(R)从0.62 - 0.84提高到了0.96 - 0.99。这些结果证实,使用ATR - FTIR结合化学计量学是一种有效的快速方法,可用于对克里奥洛可可液样品或用作高档产品原料的商业可可液进行分类。

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