Extraction of seed oil from Diospyros lotus optimized using response surface methodology

Gholamhossein Sodeifian , Nedasadat Saadati Ardestani , Seyed Ali Sajadian

Journal of Forestry Research ›› 2019, Vol. 30 ›› Issue (2) : 709 -719.

PDF
Journal of Forestry Research ›› 2019, Vol. 30 ›› Issue (2) : 709 -719. DOI: 10.1007/s11676-018-0631-8
Original Paper

Extraction of seed oil from Diospyros lotus optimized using response surface methodology

Author information +
History +
PDF

Abstract

Oil from seeds of Diospyros lotus was extracted using a conventional method with two different solvents: hexane and petroleum ether. A central composite design with response surface methodology were used to optimize the process. A second-order polynomial equation was employed, and ANOVA was applied to evaluate the impact of various operating parameters including extraction temperature (x 1; 44.9–70.1 °C), extraction time (x 2; 5.0–10.0 h) and solvent to solid ratio (x 3; 11.6–28.4 mL g−1), on oil yield. Experiments to validate the model showed decent conformity between predicted and actual values. Extraction conditions for optimal oil yield were 61 °C, 8.75 h extraction duration and 19.25 mL g−1 solvent to solid ratio. Under these conditions, the oil yield was predicted to be 5.1340%. Oil samples obtained were then analyzed using gas chromatography. The fatty acid composition revealed the major fatty acids to be oleic acid (C18:1) and linoleic acid (C18:2). The analysis of oil also demonstrated a decent ratio between omega-3 and omega-6 fatty acids. The structure of seeds was imaged using scanning electron microscopy. Oil quality was analyzed thermogravimetrically and by Fourier transform infrared spectroscopy. The assigned nutritional features of the D. lotus oil suggested that it can be used as an edible oil in pharmaceutical and food industry in the future.

Keywords

Diospyros lotus / Solvent extraction / Physicochemical properties / Fatty acids / Response surface methodology

Cite this article

Download citation ▾
Gholamhossein Sodeifian, Nedasadat Saadati Ardestani, Seyed Ali Sajadian. Extraction of seed oil from Diospyros lotus optimized using response surface methodology. Journal of Forestry Research, 2019, 30(2): 709-719 DOI:10.1007/s11676-018-0631-8

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

Akintunde AM, Ajala SO, Betiku E. Optimization of Bauhinia monandra seed oil extraction via artificial neural network and response surface methodology: a potential biofuel candidate. Ind Crops Prod, 2015, 67: 387-394.

[2]

Azmir J, Zaidul I, Rahman M, Sharif K, Sahena F, Jahurul M, Mohamed A. Optimization of oil yield of Phaleria macrocarpa seed using response surface methodology and its fatty acids constituents. Ind Crops Prod, 2014, 52: 405-412.

[3]

Bibi N, Khattak AB, Mehmood Z. Quality improvement and shelf life extension of persimmon fruit (Diospyros kaki). J Food Eng, 2007, 79(4): 1359-1363.

[4]

Canfield LM, Krinsky NI, Olson JA. Carotenoids in human health, 1993, New York: Annals of the New York Academy of Sciences 130 178

[5]

Dias ALB, Sergio CSA, Santos P, Barbero GF, Rezende CA, Martínez J. Effect of ultrasound on the supercritical CO2 extraction of bioactive compounds from dedo de moça pepper (Capsicum baccatum L. var. pendulum). Ultrason Sonochem, 2016, 31: 284-294.

[6]

Duan J, Zheng Y, Dong Q, Fang J. Structural analysis of a pectic polysaccharide from the leaves of Diospyros kaki. Phytochemistry, 2004, 65(5): 609-615.

[7]

Duan L, Jiang R, Shi Y, Duan C, Wu G. Optimization of ultrasonic-assisted extraction of higher fatty acids in grape berries (seed-free fruit sections). Anal Methods, 2016, 8(32): 6208-6215.

[8]

Dubois V, Breton S, Linder M, Fanni J, Parmentier M. Fatty acid profiles of 80 vegetable oils with regard to their nutritional potential. Eur J Lipid Sci Technol, 2007, 109(7): 710-732.

[9]

Farhoosh R, Einafshar S, Sharayei P. The effect of commercial refining steps on the rancidity measures of soybean and canola oils. Food Chem, 2009, 115(3): 933-938.

[10]

Fasina O, Craig-Schmidt M, Colley Z, Hallman H. Predicting melting characteristics of vegetable oils from fatty acid composition. LWT Food Sci Technol, 2008, 41(8): 1501-1505.

[11]

Hajra B, Sultana N, Pathak AK, Guria C. Response surface method and genetic algorithm assisted optimal synthesis of biodiesel from high free fatty acid sal oil (Shorea robusta) using ion-exchange resin at high temperature. J Environ Chem Eng, 2015, 3(4): 2378-2392.

[12]

Hao JY, Han W, Xue BY, Deng X. Microwave-assisted extraction of artemisinin from Artemisia annua L. Sep Purif Technol, 2002, 28(3): 191-196.

[13]

Jain S, Sharma M. Application of thermogravimetric analysis for thermal stability of Jatropha curcas biodiesel. Fuel, 2012, 93: 252-257.

[14]

Jang I-C, Jo E-K, Bae S-M, Bae M-S, Lee H-J, Park E, Yuk H-G, Ahn G-H, Lee S-C. Antioxidant activity and fatty acid composition of four different persimmon seeds. Food Sci Technol Res, 2010, 16(6): 577-584.

[15]

Jeong EY, Jeon JH, Lee CH, Lee H-S. Antimicrobial activity of catechol isolated from Diospyros kaki Thunb. roots and its derivatives toward intestinal bacteria. Food Chem, 2009, 115(3): 1006-1010.

[16]

Kostić MD, Joković NM, Stamenković OS, Rajković KM, Milić PS, Veljković VB. Optimization of hempseed oil extraction by n-hexane. Ind Crops Prod, 2013, 48: 133-143.

[17]

Kwon J-H, Belanger JM, Pare JJ, Yaylayan VA. Application of the microwave-assisted process (MAP™) to the fast extraction of ginseng saponins. Food Res Int, 2003, 36(5): 491-498.

[18]

Lee YM, Kim CC. Studies on the fatty acid composition of sweet persimmons (Diospyros kaki L.). J Korean Soc Hortic Sci, 1994, 35: 233-240.

[19]

Liu HC, Li P, Wang G, Yu HP, Zeng ZQ, Yang D. Optimization for extraction of astaxanthin from shrimp shell using response surface method. Adv Mater Res, 2012, 396: 609-613.

[20]

Lu X, Rasco BA. Determination of antioxidant content and antioxidant activity in foods using infrared spectroscopy and chemometrics: a review. Crit Rev Food Sci Nutr, 2012, 52(10): 853-875.

[21]

Mallavadhani U, Panda AK, Rao Y. Review article number 134 pharmacology and chemotaxonomy of diospyros. Phytochemistry, 1998, 49(4): 901-951.

[22]

Ong AS, Tee E. [14] Natural sources of carotenoids from plants and oils. Methods Enzymol, 1992, 213: 142-167.

[23]

Orhan I, Sener B. Fatty acid content of selected seed oils. J Herb Pharm, 2002, 2(3): 29-33.

[24]

Rai A, Mohanty B, Bhargava R. Modeling and response surface analysis of supercritical extraction of watermelon seed oil using carbon dioxide. Sep Purif Technol, 2015, 141: 354-365.

[25]

Rai A, Mohanty B, Bhargava R. Supercritical extraction of sunflower oil: a central composite design for extraction variables. Food Chem, 2016, 192: 647-659.

[26]

Rout J, Tripathy S, Misra M, Mohanty A. Scanning electron microscopy study of chemically modified coir fibers. J Appl Polym Sci, 2001, 79(7): 1169-1177.

[27]

Shim JH, Abd El-Aty A, Choi JH, Kang CA. Determination of field-incurred pyrimethanil residues in persimmon (Diospyros kaki Linn) by liquid chromatography. Biomed Chromatogr, 2007, 21(12): 1279-1283.

[28]

Silverstein RM, Webster FX, Kiemle DJ, Bryce DL. Spectrometric identification of organic compounds, 2014, New York: Wiley 94 120

[29]

Sodeifian G, Ardestani NS, Sajadian SA, Ghorbandoost S. Application of supercritical carbon dioxide to extract essential oil from Cleome coluteoides Boiss: experimental, response surface and grey wolf optimization methodology. J Supercrit Fluids, 2016, 114: 55-63.

[30]

Sodeifian G, Ghorbandoost S, Sajadian SA, Ardestani NS. Extraction of oil from Pistacia khinjuk using supercritical carbon dioxide: experimental and modeling. J Supercrit Fluids, 2016, 110: 265-274.

[31]

Sodeifian G, Sajadian SA, Ardestani NS. Evaluation of the response surface and hybrid artificial neural network-genetic algorithm methodologies to determine extraction yield of Ferulago angulata through supercritical fluid. J Taiwan Inst Chem Eng, 2016, 60: 165-173.

[32]

Sodeifian G, Sajadian SA, Ardestani NS. Extraction of Dracocephalum kotschyi Boiss using supercritical carbon dioxide: experimental and optimization. J Supercrit Fluids, 2016, 107: 137-144.

[33]

Sodeifian G, Sajadian SA, Ardestani NS. Supercritical fluid extraction of omega-3 from Dracocephalum kotschyi seed oil: process optimization and oil properties. J Supercrit Fluids, 2017, 119: 139-149.

[34]

Subroto E, Manurung R, Heeres HJ, Broekhuis AA. Optimization of mechanical oil extraction from Jatropha curcas L. kernel using response surface method. Ind Crops Prod, 2015, 63: 294-302.

[35]

Tangmouo J, Lontsi D, Ngounou F, Kuete V, Meli A, Manfouo R, Kamdem H, Tane P, Beng VP, Sondengam B. Diospyrone, a new coumarinylbinaphthoquinone from Diospyros canaliculata (Ebenaceae): structure and antimicrobial activity. Bull Chem Soc Ethiop, 2005, 19(1): 81-88.

[36]

Tangmouo JG, Meli AL, Komguem J, Kuete V, Ngounou FN, Lontsi D, Beng VP, Choudhary MI, Sondengam BL. Crassiflorone, a new naphthoquinone from Diospyros crassiflora (Hien). Tetrahedron Lett, 2006, 47(18): 3067-3070.

[37]

Tian Y, Xu Z, Zheng B, Lo YM. Optimization of ultrasonic-assisted extraction of pomegranate (Punica granatum L.) seed oil. Ultrason Sonochem, 2013, 20(1): 202-208.

[38]

Veberic R, Jurhar J, Mikulic-Petkovsek M, Stampar F, Schmitzer V. Comparative study of primary and secondary metabolites in 11 cultivars of persimmon fruit (Diospyros kaki L.). Food Chem, 2010, 119(2): 477-483.

[39]

Wang Y, Hossain D, Perry PL, Adams B, Lin J. Characterization of volatile and aroma—impact compounds in persimmon (Diospyros kaki L., var. Triumph) fruit by GC—MS and GC—O analyses. Flavour Fragr J, 2012, 27(2): 141-148.

[40]

Zhang C, Mu T. Optimisation of pectin extraction from sweet potato (Ipomoea batatas, Convolvulaceae) residues with disodium phosphate solution by response surface method. Int J Food Sci Technol, 2011, 46(11): 2274-2280.

AI Summary AI Mindmap
PDF

192

Accesses

0

Citation

Detail

Sections
Recommended

AI思维导图

/