IAI CONFERENCE: IR spectroscopy coupled with chemometrics used as a simple and rapid method to determine the caffeine content of tea products

Authors

  • Lestyo Wulandari The University of Jember, Indonesia
  • Diana Hanifiyah Sutipno The University of Jember, Indonesia
  • Dwi Koko Pratoko The University of Jember, Indonesia

DOI:

https://doi.org/10.46542/pe.2021.212.195200

Keywords:

Caffeine content, Chemometrics, Fourier-transform infrared, Near-infrared, Tea (Camellia sinensis)

Abstract

Introduction: Tea is a popular beverage that comes from Camellia sinensis. Tea is generally categorised into four types: black tea, oolong tea, green tea, and white tea. These four types are distinguished based on the presence or absence of a fermentation process during their processing. One of the compounds that play a role in providing freshness to tea is caffeine.     

Aims: The purpose of this study was to determine the caffeine content in the tea samples that are on the market.   

Methods: This was done using the near-infrared (NIR)-chemometric method and using the TLC-Densitometry method as a comparison. Infrared (IR) spectroscopy combined with chemometrics has been developed as a simple method to analyse the caffeine content in a  tea sample. IR spectra of tea samples were correlated with caffeine content using chemometrics.   

Results:  In this study, the partial least squares (PLS) model of the NIR model that showed the best calibration with r-square was 0.958, and the root mean squared error of calibration (RMSEC) value was 0.070. The PLS calibration model of the NIR models was further used to predict the unknown caffeine content in commercial samples. The significance of the caffeine content that had been measured with NIR and TLC-Densitometry was evaluated using a two paired sample t-test.   

Conclusion: The caffeine content measured with both methods gave no significant difference.

Author Biographies

Lestyo Wulandari, The University of Jember, Indonesia

Faculty of Pharmacy

Diana Hanifiyah Sutipno, The University of Jember, Indonesia

Faculty of Pharmacy

Dwi Koko Pratoko, The University of Jember, Indonesia

Faculty of Pharmacy

References

Bae, I. K., H. M. Ham, M. H. Jeong, D. H. Kim, dan H. J. Kim. (2015). Simultaneous determination of 15 phenolic compounds and caffeine in teas and mate using RP-HPLC/UV detection: method development and optimisation of extraction process. Food Chemistry. 172:469–475. https://doi.org/10.1016/j.foodchem.2014.09.050

Belay, A., K. Ture, M. Redi, dan A. Asfaw. (2008). Measurement of caffeine in coffee beans with uv/vis spectrometer. Food Chemistry. 108(1):310–315. https://doi.org/10.1016/j.foodchem.2007.10.024

BPOM, Keputusan Kepala Badan Pengawasan Obat dan Makanan Republik Indonesia Nomor. HK.00.05.23.3644 Tahun (2003). Ketentuan Pokok Pengawasan Suplemen Makanan. 9 agustus 2004. Jakarta.

Cunha, R. R., S. C. Chaves, M. M. A. C. Ribeiro, L. M. F. C. Torres, R. A. A. Muñoz, W. T. P. D. Santos, dan E. M. Richter. (2015). Simultaneous determination of caffeine, paracetamol, and ibuprofen in pharmaceutical formulations by high-performance liquid chromatography with UV detection and by capillary electrophoresis with conductivity detection. Journal of Separation Science. 38(10):1657–1662. https://doi.org/10.1002/jssc.201401387

Ford, M. J., M. A. Deibel, B. A. Tomkins, dan G. J. Van Berkel. (2005). Quantitative thin-layer chromatography/mass spectrometry analysis of caffeine using a surface sampling probe electrospray ionisation tandem mass spectrometry system. Analytical Chemistry. 77(14):4385–4389. https://doi.org/10.1021/ac050488s

Hasanah, U., R. K. Wardani, dan M. A. H. F. Fernanda. (2016). Analisis kadar kafein dari serbuk teh hitam , teh hijau dan teh putih ( camellia sinensis l .). Journal of Pharmacy and Science. 1(1):21–23. https://doi.org/10.53342/pharmasci.v1i1.48

Hirthe, K. (2007). Identification and comparison of phenolic compounds in the preparation of oolong tea manufactured by semi fermentation and drying processes. Agricultural and Food Chemistry. 7462–7468 https://doi.org/10.1021/jf0718603

Jiang, H., U. H. Engelhardt, C. Thräne, B. Maiwald, dan J. Stark. (2015). Determination of flavonol glycosides in green tea, oolong tea and black tea by UHPLC compared to HPLC. Food Chemistry. 183:30–35. https://doi.org/10.1016/j.foodchem.2015.03.024

Lengkey, L. C. E. C., I. W. Budiastra, K. B. Seminar, dan B. S. Purwoko. (2013). Determination of chemical properties in jatropha curcas l. seed IP-3p by partial least-squares regression and near-infrared reflectance spectroscopy. International Journal of Agriculture Innovations and Research. 2(1)

Navarra, G., M. Moschetti, V. Guarrasi, M. R. Mangione, V. Militello, dan M. Leone. (2017). Simultaneous determination of caffeine and chlorogenic acids in green coffee by uv/vis spectroscopy. Journal of Chemistry. 2017:8. (7) Harborne, J. B. Metode Fitokimia : Penuntun Cara Modern Menganalisis Tumbuhan; Soediro, K. P. dan I., Ed.; Penerbit ITB: Bandung, 2006. https://doi.org/10.1155/2017/6435086

Riswanto, F. D.O. Lukitaningsih, E. Martono, S. (2015). Analytical method validation and determination of pyridoxine, nicotinamide, and caffeine in energy drinks using TLC-Densitometry. J. Chem., 15 (1), 9 - 15 https://doi.org/10.22146/ijc.21217

Rohman, A., Sismindari, Y. Erwanto, dan Y. B. Che Man. (2011). Analysis of pork adulteration in beef meatball using Fourier transform infrared (FTIR) spectroscopy. Meat Science. 88(1):91–95. https://doi.org/10.1016/j.meatsci.2010.12.007

Shafirany, M. Z., Y. Susilawati, dan I. Musfiroh. (2018). Aplikasi kemometrik dalam penentuan mutu tumbuhan obat. Majalah Farmasi, Sains, Dan Kesehatan. 4(2):6–14. https://doi.org/10.33772/pharmauho.v4i2.6257

Sudaryat, Y., M. Kusmiyati, C. R. Pelangi, dan A. Rustamsyah. (2015). Aktivitas antioksidan seduhan sepuluh jenis mutu teh hitam ( camellia sinensis ( l .) o . kuntze ) indonesia antioxidant activity of ten grades of indonesia black tea. Jurnal Penelitian Teh Dan Kina. 18(2):95–100.

Torres Y Torres, J. L., S. L. Hiley, S. P. Lorimor, J. S. Rhoad, B. D. Caldwell, G. L. Zweerink, dan M. Ducey. (2015). Separation of caffeine from beverages and analysis using thin-layer chromatography and gas chromatography-mass spectrometry. Journal of Chemical Education. 92(5):900–902. https://doi.org/10.1021/ed500977r

Trianto, G. O. (2009). Penetapan kadar kafein dalam teh celup yang beredar di supermarket di wilayah kabupaten jember secara KLT-densitometri. Skripsi. Jember: Fakultas Farmasi Universitas Jember.

Downloads

Published

28-07-2021

How to Cite

Wulandari, L. ., Sutipno, D. H. ., & Pratoko, D. K. . (2021). IAI CONFERENCE: IR spectroscopy coupled with chemometrics used as a simple and rapid method to determine the caffeine content of tea products . Pharmacy Education, 21(2), p. 195–200. https://doi.org/10.46542/pe.2021.212.195200

Issue

Section

Conference Proceedings