Chlorogenic acid (CGA) determination in roasted coffee beans by Near Infrared (NIR) spectroscopy

Roasting can potentially affect the functional properties of the resulting coffee. For instance, antioxidant phenolic chlorogenic acids (CGA) are known to be thermally labile. In this study, we develop a new NIR spectroscopic method to measure CGA concentration found in the coffee beans. High performance liquid chromatography (HPLC) was used to determine standard reference values of CGA concentration. A partial least squares regression (PLSR) with full cross-validation method was employed for the development and the validation of the regression model. The resultant model accuracy of RCV2 = 0.76 and RMSECV = 1.16% with preprocessing of the spectra by MSC and SNV is thought to be accurate enough for the rapid and non-destructive determination of CGA concentration in roasted coffee beans.

[1]  Xueguang Shao,et al.  Determination of Chlorogenic Acid in Plant Samples by Using Near-Infrared Spectrum with Wavelet Transform Preprocessing , 2004, Analytical sciences : the international journal of the Japan Society for Analytical Chemistry.

[2]  Quansheng Chen,et al.  Study on discrimination of Roast green tea (Camellia sinensis L.) according to geographical origin by FT-NIR spectroscopy and supervised pattern recognition. , 2009, Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy.

[3]  Consuelo Pizarro,et al.  Prediction of sensory properties of espresso from roasted coffee samples by near-infrared spectroscopy , 2004 .

[4]  Christian W. Huck,et al.  Analysis of caffeine, theobromine and theophylline in coffee by near infrared spectroscopy (NIRS) compared to high-performance liquid chromatography (HPLC) coupled to mass spectrometry , 2005 .

[5]  R. Furlani,et al.  Effect of roasting on chlorogenic acids, caffeine and polycyclic aromatic hydrocarbons levels in two Coffea cultivars: Coffea arabica cv. Catuaí Amarelo IAC-62 and Coffea canephora cv. Apoatã IAC-2258 , 2012 .

[6]  R. Donangelo,et al.  Modeling weight loss and chlorogenic acids content in coffee during roasting. , 2010, Journal of agricultural and food chemistry.

[7]  A. Belay,et al.  Characterization and determination of chlorogenic acids (CGA) in coffee beans by UV-Vis spectroscopy , 2009 .

[8]  L. Trugo,et al.  A study of the effect of roasting on the chlorogenic acid composition of coffee using HPLC , 1984 .

[9]  J. S. Ribeiro,et al.  Chemometric models for the quantitative descriptive sensory analysis of Arabica coffee beverages using near infrared spectroscopy. , 2011, Talanta.

[10]  L. Trugo,et al.  Chlorogenic acid composition of instant coffees. , 1984, The Analyst.

[11]  T. Kameoka,et al.  Mid-Infrared Spectroscopic Analysis on Brewed Coffee Characteristics , 2004 .