Optimization and modeling for heat reflux extraction of total yield, stevioside and rebaudioside-A from Stevia rebaudiana (Bertoni) leaves

References

• Jaitak, V.; Bandna, B.S.; Kaul, V.K. (2009) An efficient microwave-assisted extraction process of stevioside and rebaudioside-A from Stevia rebaudiana (Bertoni). Phytochemical Analysis, 20: 240–245.
   PubMed Web of Science ®Google Scholar
• Wölwer-Rieck, U. (2012) The leaves of Stevia rebaudiana (Bertoni), their constituents and the analyses thereof: A review. Journal of Agricultural and Food Chemistry, 60: 886–895.
   PubMed Web of Science ®Google Scholar
• Tadhani, M.B.; Patel, V.H.; Subhash, R. (2007) In vitro antioxidant activities of Stevia rebaudiana leaves and callus. Journal of Food Composition and Analysis, 20: 323–329.
   Web of Science ®Google Scholar
• Muanda, F.N.; Soulimani, R.; Diop, B.; Dicko, A. (2011) Study on chemical composition and biological activities of essential oil and extracts from Stevia rebaudiana Bertoni leaves. LWT - Food Science and Technology, 44: 1865–1872.
   Web of Science ®Google Scholar
• Yadav, S.K.; Guleria, P. (2012) Steviol glycosides from stevia: Biosynthesis pathway review and their application in foods and medicine. Critical Reviews in Food Science and Nutrition, 52: 988–998.
   PubMed Web of Science ®Google Scholar
• Lemus-Mondaca, R.; Vega-Gálvez, A.; Zura-Bravo, L.; Ah-Hen, K. (2012) Stevia rebaudiana Bertoni, source of a high-potency natural sweetener: A comprehensive review on the biochemical, nutritional and functional aspects. Food Chemistry, 132: 1121–1132.
   PubMed Web of Science ®Google Scholar
• Goyal, S.K.; Goyal, R.K. (2010) Stevia (Stevia rebaudiana) a bio-sweetener: A review. International Journal of Food Sciences and Nutrition, 61 (1): 1–10.
   PubMed Web of Science ®Google Scholar
• Karaköse, H.; Jaiswal, R.; Kuhnert, N. (2011) Characterization and quantification of hydroxycinnamate derivatives in Stevia rebaudiana leaves by LC-MSn. Journal of Agricultural and Food Chemistry, 59 (18): 10143–10150.
   PubMed Web of Science ®Google Scholar
• Karaköse, H.; Müller, A.; Kuhnert, N. (2015) Profiling and quantification of phenolics in Stevia rebaudiana leaves. Journal of Agricultural and Food Chemistry, 63 (41): 9188–9198.
   PubMed Web of Science ®Google Scholar
• Koubaa, M.; Roselló-Soto, E.; Šic Žlabur, J.; Režek Jambrak, A.; Brnčić, M.; Grimi, N.; Boussetta, N.; Barba, F.J. (2015) Current and new insights in the sustainable and green recovery of nutritionally valuable compounds from Stevia rebaudiana Bertoni. Journal of Agricultural and Food Chemistry, 63 (31): 6835–6846.
   PubMed Web of Science ®Google Scholar
• Fu, X.; Yin, Z.P.; Chen, J.G.; Shangguan, X.C.; Wang, X.; Zhang, Q.F.; Peng, D.Y. (2014) Production of chlorogenic acid and its derivatives in hairy root cultures of Stevia rebaudiana. Journal of Agricultural and Food Chemistry, 63 (1): 262–268.
   Web of Science ®Google Scholar
• Zimmermann, B.F.; Woelwer-Rieck, U.; Papagiannopoulos, M. (2011) Separation of steviol glycosides by hydrophilic liquid interaction chromatography. Food Analytical Methods, 5 (2): 266–271.
   Web of Science ®Google Scholar
• Pól, J.; Vara ová Ostrá, E.; Karásek, P.; Roth, M.; Benešová, K.; Kotlaříková, P.; Čáslavský, J. (2007) Comparison of two different solvents employed for pressurised fluid extraction of stevioside from Stevia rebaudiana: Methanol versus water. Analytical and Bioanalytical Chemistry, 388 (8): 1847–1857.
   PubMed Web of Science ®Google Scholar
• Martins, P.M.; Thorat, B.N.; Lanchote, A.D.; Freitas, L.A. (2016) Green extraction of glycosides from Stevia rebaudiana (Bert.) with low solvent consumption: A desirability approach. Resource-Efficient Technologies, 2 (4): 247–253.
   Google Scholar
• Afandi, A.; Sarijan, S.; Shaha, R.K. (2013) Optimization of rebaudioside-A extraction from Stevia rebaudiana (Bertoni) and quantification by high perfomance liquid chromatography analysis. Journal of Tropical Resources and Sustainable Sciences, 1 (1): 62–70.
   Google Scholar
• Erkucuk, A.; Akgun, I.; Yesil-Celiktas, O. (2009) Supercritical CO2 extraction of glycosides from Stevia rebaudiana leaves: Identification and optimization. The Journal of Supercritical Fluids, 51 (1): 29–35.
   Web of Science ®Google Scholar
• González, C.; Tapia, M.; Pérez, E.; Pallet, D.; Dornier, M. (2014) Main properties of steviol glycosides and their potential in the food industry: A review. Fruits, 69 (2): 127–141.
   Web of Science ®Google Scholar
• The Ayurvedic Pharmacopeia of India. (2008) 1st Ed.; Department of Medicine and Homeopathy, Ministry of Health and Family Welfare, New Dehli, Government of India, 1: 142–156.
   Google Scholar
• Jentzer, J.B.; Alignan, M.; Vaca-Garcia, C.; Rigal, L.; Vilarem, G. (2015) Response surface methodology to optimise accelerated solvent extraction of steviol glycosides from Stevia rebaudiana Bertoni leaves. Food Chemistry, 166: 561–567.
   PubMed Web of Science ®Google Scholar
• Mali, A.B.; Joshi, M.; Kulkarni, V. (2015) Phytochemical screening and antimicrobial activity of Stevia rebaudiana leaves. International Journal of Current Microbiology and Applied Sciences, 4 (10): 678–685.
   Google Scholar
• Mustafa, N.B. (2012) Study on the effect of processing parameters on the extraction of stevioside using soxhlet extractor, B.Sc. Thesis, Faculty of Chemical and Natural Resources Engineering, Universiti Malaysia Pahang, 2012.
   Google Scholar
• Teo, C.C.; Tan, S.N.; Yong, J.W.H.; Hew, C.S.; Ong, E.S. (2009) Validation of green-solvent extraction combined with chromatographic chemical fingerprint to evaluate quality of Stevia rebaudiana Bertoni. Journal of Separation Science, 32 (4): 613–622.
   PubMed Web of Science ®Google Scholar
• Kovylyaeva, G.I.; Bakaleinik, G.A.; Strobykina, I.Y.; Gubskaya, V.I.; Sharipova, R.R.; Al’Fonsov, V.A.; Kataev, V.E.; Tolstikov, A.G. (2007) Glycosides from Stevia rebaudiana. Chemistry of Natural Compounds, 43: 68–71.
   Web of Science ®Google Scholar
• Dadgar, M.; Varkiyani, S.M.H.; Merati, A.A. (2015) Comparison between artificial neural network and response surface methodology in the prediction of the parameters of heat set polypropylene yarns. The Journal of The Textile Institute, 106 (4): 417–430.
   Web of Science ®Google Scholar
• Yildiz-Ozturk, E.; Tag, O.; Yesil-Celiktas, O. (2014) Subcritical water extraction of steviol glycosides from Stevia rebaudiana leaves and characterization of the raffinate phase. The Journal of Supercritical Fluids, 95: 422–430.
   Web of Science ®Google Scholar
• Alupului, A.; Calinescu, I.; Lavric, V. (2009) Ultrasonic vs. microwave extraction intensification of active principles from medicinal plants. AIDIC Conference Series, 9: 1–8.
   Google Scholar
• Pilkington, J.L.; Preston, C.; Gomes, R.L. (2014) Comparison of response surface methodology (RSM) and artificial neural networks (ANN) towards efficient extraction of artemisinin from Artemisia annua. Industrial Crops and Products, 58: 15–24.
   Web of Science ®Google Scholar
• Cheok, C.Y.; Chin, N.L.; Yusof, Y.A.; Talib, R.A.; Law, C.L. (2012) Optimization of total phenolic content extracted from Garcinia mangostana Linn. hull using response surface methodology versus artificial neural network. Industrial Crops and Products, 40: 247–253.
   Web of Science ®Google Scholar
• Kwon, J.H.; Beíanger, J.M.R.; Pare, J.R.J.; Yaylayan, V.A. (2003) Application of the microwave-assisted process (MAPTM) to the fast extraction of ginseng saponins. Food Research International, 36: 491–498.
   Web of Science ®Google Scholar
• JECFA/FAO. (2008) Steviol Glycosides: Evaluation of Certain food Additives: 69th report of the Joint FAO/WHO Expert Committee on food Additives. FAO/JECFA monograph (2008), vol. 71, Food and Agriculture Organization of the United Nations: Rome, Italy, 75–78.
   Google Scholar
• Aranda-González, I.; Moguel-Ordoñez, Y.; Betancur-Ancona, D. (2015) Validation of HPLC-UV method for determination of minor glycosides contained in Stevia rebaudiana Bertoni leaves. Biomedical Chromatography, 29 (5): 733–738.
   PubMed Web of Science ®Google Scholar
• Sinha, K.; Chowdhury, S.; Saha, P.D.; Datta, S. (2013) Modeling of microwave-assisted extraction of natural dye from seeds of Bixa orellana (Annatto) using Response Surface methodology (RSM) and Artificial Neural Network (ANN). Industrial Crops and Products, 41: 165–171.
   Web of Science ®Google Scholar
• Das, A.; Golder, A.K.; Das, C. (2015) Enhanced extraction of rebaudioside-A: Experimental, response surface optimization and prediction using artificial neural network. Industrial Crops and Products, 65: 415–421.
   Web of Science ®Google Scholar
• Jaworska, K.; Krynitsky, A.J.; Rader, J.I. (2012) Simultaneous analysis of steviol and steviol glycosides by liquid chromatography with ultraviolet detection on a mixed-mode column: Application to stevia plant material and stevia containing dietary supplements. Journal of AOAC International, 95 (6): 1588–1596.
   PubMed Web of Science ®Google Scholar
• Tada, A.; Ishizuki, K.; Iwamura, J.; Mikami, H.; Hirao, Y.; Fujita, I.; Yamazaki, T.; Akiyama, H.; Kawamura, Y. (2013) Improvement of the assay method for steviol glycosides in the JECFA specifications. American Journal of Analytical Chemistry, 4 (4): 190–196.
   Google Scholar
• Mustafa, A.; Turner, C. (2011) Pressurized liquid extraction as a green approach in food and herbal plants extraction: A review. Analytica Chimica Acta, 703 (1): 8–18.
   PubMed Web of Science ®Google Scholar
• Matera, J.A.; Cruz, A.G.; Raices, R.S.L.; Silva, M.C.; Nogueira, L.C.; Quitério, S.L.; Cavalcanti, R.N.; Freiras, M.Q.; Júnior, C.C. (2014) Discrimination of brazilian artisanal and inspected pork sausages: Application of unsupervised, linear and non-linear supervised chemometric methods. Food Research International, 64: 380–386.
   PubMed Web of Science ®Google Scholar
• Abas, F.; Khatib, A.; Shitan, M.; Shaari, K.; Lajis, N.H. (2013) Comparison of partial least squares and artificial neural network for the prediction of antioxidant activity in extract of Pegaga (Centella) varieties from 1H nuclear magnetic resonance spectroscopy. Food Research International, 54 (1): 852–860.
   Web of Science ®Google Scholar
• Basri, M.; Rahman, R.N.Z.R.A.; Ebrahimpour, A.; Salleh, A.B.; Gunawan, E.R.; Rahman, M.B.A. (2007) Comparison of estimation capabilities of Response Surface Methodology (RSM) with Artificial Neural Network (ANN) in lipase-catalyzed synthesis of palm-based wax ester. BMC Biotechnology, 7: 53–66.
   PubMed Web of Science ®Google Scholar
• Shao, P.; Jiang, S.T.; Ying, Y.J. (2007) Optimization of molecular distillation for recovery of tocopherol from rapeseed oil deodorizer distillate using response surface and artificial neural network models. Food and Bioproducts Processing, 85 (2): 85–92.
   Web of Science ®Google Scholar
• Baş, D.; Boyacı, İ.H. (2007) Modeling and optimization II: Comparison of estimation capabilities of response surface methodology with artificial neural networks in a biochemical reaction. Journal of Food Engineering, 78 (3): 846–854.
   Web of Science ®Google Scholar
• Lin, J.A.; Kuo, C.H.; Chen, B.Y.; Li, Y.; Liu, Y.C.; Chen, J.H.; Shieh, C.J. (2016) A novel enzyme-assisted ultrasonic approach for highly efficient extraction of resveratrol from Polygonum cuspidatum. Ultrasonics Sonochemistry, 32: 258–264.
   PubMed Web of Science ®Google Scholar
• He, B.; Zhang, L.L.; Yue, X.Y.; Liang, J.; Jiang, J.; Gao, X.L.; Yue, P.X. (2016) Optimization of ultrasound-assisted extraction of phenolic compounds and anthocyanins from blueberry (Vaccinium ashei) wine pomace. Food Chemistry, 204: 70–76.
   PubMed Web of Science ®Google Scholar
• IPCC. (1996) Revised IPCC Guidelines for National Greenhouse Gas Inventories: Intergovernmental Panel on Climate Change. UK Meteorological Office, Bracknell, U.K.
   Google Scholar
• MTIE. (2011) Implementing Regulations in Energy Law (2011). vol. 5, Ministry of Trade, Industry and Energy: Sejong, Republic of Korea.
   Google Scholar
• KPX. (2015) http://www.kpx.or.kr/korean/htdocs/popup/pop_1224.html.
   Google Scholar
• Gaikwad, S.; Bhosle, S. Extraction of stevioside from stevia leaves. B.Tech. project, Department of Biotechnology, Sinhgad College of Engineering Pune, 2015. 34–40.
   Google Scholar
• Abou-Arab, A.E.; Abou-Arab, A.A.; Abu-Salem, M.F. (2010) Physico-chemical assessment of natural sweeteners steviosides produced from Stevia rebaudiana Bertoni plant. African Journal of Food Science, 4 (5): 269–281.
   Google Scholar
• Guo-qing, H.E.; Hao-ping, X.; Qi-he, C.; Hui, R.U.; Zhao-yue, W.; Lonseny, T.R. (2005) Optimization of conditions for supercritical fluid extraction of flavonoids from hops (Humulus lupulus L.). Journal of Zhejiang University Science B, 6 (10): 999–1004.
   PubMedGoogle Scholar