Submitted:
18 July 2023
Posted:
19 July 2023
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Results and discussion
2.1. Experimental design
2.2. Estimated model
2.3. Statistical analysis and validation of the model
2.4. Interpretation of the response surface model
2.5. Determination of optimum conditions
2.6. Chemical characteristics
2.7. functional properties
3. Materials and Methods
3.1. Plant material
3.2. Pectin extraction
3.3. Experimental methodology
3.4. Validation of the model
3.5. Chemical characterisation and pectin yield
3.5.1. Moisture content
3.5.2. Ash content
3.5.3. Protein content
3.5.4. Carbohydrate content
3.6. Functional properties
3.6.1. Determination of gelling power
3.6.2. Emulsifying activity analysis
3.7. Statistical analysis
4. Conclusions
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- MAMPDREF. Ministry of Agriculture, Maritime Fishing, Rural Development and Water and Forests. (2020), Morocco https://www.agriculture.gov.ma/fr/filiere/agrumicole.
- Masmoudi, M.a; Souhail, b.; Moncef, C.; Christelle, R.; Michel, P.; Christophe, B.; Hamadi, A. Optimization of pectin extraction from lemon by-product with acidified date juice using response surface methodology. Carbohydrate Polymers 2008, 74, 185–192. [Google Scholar] [CrossRef]
- Azzouzi, H.; Elfazazi, K.; Achchoub, M.; Chafik, L.; Jbilou, M.; Salmaoui, S. Effect of thermal pasteurization on the physicochemical stability and nutritional quality of Moroccan Valencia late orange juice. International journal of engineering sciences & research technology 2018, 7, 277–283. [Google Scholar]
- Bicu, I.; Mustata, F. Cellulose extraction from orange peel using sulfite digestion reagents. Bioresource Technology 2011, 102, 10013–10019. [Google Scholar] [CrossRef] [PubMed]
- Kim, W.J.; Rao, V.N.M.; Smit, C.J.B. Demethylation of pectin using acid and ammonia. Journal of Food Science. 1978, 43, 74–78. [Google Scholar] [CrossRef]
- Fishman, M.L.; Jen, J.J. Chemistry and Function of Pectins. American Chemical Society. Washington 1986.
- Prakash Maran, J.; Sivakumar, V.; Thirugnanasambandham, K.; Sridhar, R. Microwave assisted extraction of pectin from waste Citrullus lanatus fruit rinds. Carbohydrate Polymers 2014, 101, 786–791. [Google Scholar] [CrossRef]
- Munarin, F.; Guerreiro, S.G.; Grellier, M.A.; Tanzi, M.C.; Barbosa, M.A.; Petrini, P.; Granja, P.L. Pectin - Based Injectable Biomaterials for Bone Tissue Engineering. Biomacromolecules 2011, 12, 568–577. [Google Scholar] [CrossRef]
- Sumathraa, M.; Govindaraja, D.; Jeyarajb, M.; Al Arfajc, A.; Munusamyc, M.A.; Selvaraj Suresh, K.S.; Rajana, M. Sustainable pectin fascinating hydroxyapatite nanocomposite scaffolds to enhance tissue regeneration. Sustainable Chemistry and Pharmacy 2017, 5, 46–53. [Google Scholar] [CrossRef]
- Liu, L.S.; Fishman, M.L.; Kost, J.; Hicks, K.B. Pectin - based systems for colonspecific drugdelivery via oral route. Biomaterials 2003, 24, 3333–3343. [Google Scholar] [CrossRef]
- Zam, W.; Bashour, G.; Abdelwahed, W.; Khayata, W. Formulation and in-vitro release of pomegranate peels’ polyphénols microbeads. International Journal of Pharmaceutical Sciences and Research 2013, 4, 3536–3540. [Google Scholar]
- Martins, A.; Barros, L.; Carvalho, A.M.; Santos-Buelga, C.; Fernandes, I.P.; Barreiro, F.; Ferreira, I.C.F.R. Phenolic extracts of Rubus ulmifolius Schott flowers: Characterization, microencapsulation and incorporation into yogurts as nutraceutical sources. Food and Function 2014, 5, 1091–1100. [Google Scholar] [CrossRef] [PubMed]
- Pang, S.F.; Yusoff, M.M.; Gimbun, J. Assessment of phenolic compounds stability and retention during spray drying of Orthosiphon stamineusextracts. Food Hydrocolloids 2014, 37, 159–165. [Google Scholar] [CrossRef]
- Yeoh, S.; Shi, J.; Langrish, T.A.G. Comparisons between different techniques for water-based extraction of pectin from orange peels. Desalination 2008, 218, 229–237. [Google Scholar] [CrossRef]
- Kurita, T.; Fujiwara, E. ; Yamazaki. Characterization of the pectin extracted from citrus peel in the presence of citric acid, Carbohydrate Polymers 2008, 74, 725–730. [Google Scholar]
- Maran, V.; Sivakumar, K.; Thirugnanasambandham, R. ; Sridhar.Optimization of microwave assisted extraction of pectin from orange peel. Carbohydrate Polymers 2013, 97, 703–709. [Google Scholar] [CrossRef] [PubMed]
- Minkov, S.; Minchev, A.; Paev, K. . Modelling of the hydrolysis and extraction of apple pectin. Journal of Food Engineering 1996, 29, 107–113. [Google Scholar] [CrossRef]
- Raji, Z.; Khodaiyan, F.; Rezaei, K.; Kiani, H.; Hosseini, SS. Extraction optimization and physicochemical properties of pectin from melon peel. Int. J. Biol. Macromolecules 2017, 98, 709–716. [Google Scholar] [CrossRef]
- Levigne, S.; Thomas, M.; Ralet, M. C.; Quéméner, B.; Thibault, J. F. Determination of the degrees of methylation and acetylation of pectins using a C18 column and internal standards. Food Hydrocolloids 2002, 16, 547–550. [Google Scholar] [CrossRef]
- Wu, S.; W Cui, J. ; Tang, X Gu. Optimization of extraction process of crude polysaccharides from boat-fruited sterculia seeds by response surface methodology, Food Chemistry 2007, 105, 1599–1605. [Google Scholar]
- Box, E. P.; Hunter, W. G.; Hunter, J. S.. Statistics of experimenters. New York: Wiley. (1978).
- Carlson, R. Design and optimization in organic synthesis. Amsterdam: Elsevier (1992).
- Montgomery, D. C. Design and analysis of experiments. New York: John Wiley. (1991).
- Goupy, J. Goupy, J. Plans d’Expériences Pour Surfaces de Réponse. Paris:Dunod. (1999).
- Box, George.E. P.; Hunter William, G.; Hunter, J Stuart. «Statistics for Experimenters» deuxième édition. John Wiley and Sons. New-York. (2005) 633 pages.
- Bitaraf, F.; Khodaiyan, M.A.; Mohammadifar, S.M.; Mousavi. Application of response surface methodology to improve fermentation time and rheological properties of probiotic yogurt containing lactobacillus reuteri. Food Bioprocess Technology 2012, 5, 1394–1401. [Google Scholar] [CrossRef]
- Aina, V.O.; M. B. Mustapha.; Mamman, O.A.; Zakari, H.; Haruna, M.S.; Umar, B.A.; Yagan, R.C.; Sanjay. Extraction and Characterization of Pectin from Peels of Grape Fruit (Citrus paradisi), Sweet Orange (Citrus limetta) and Lemon (Citrus limon). British Journal of Pharmacology and Toxicology 2012, 3, 259–262. [Google Scholar]
- Kanmani, E.; Dhivya, J.; Aravind, K.; Kumaresan. Extraction and Analysis of Pectin from Citrus Peels: Augmenting the Yield from Citrus limon Using Statistical Experimental Design. Iranica Journal of Energy and Environment 2014, 5, 303–312. [Google Scholar] [CrossRef]
- El-Nawawi, S.A.; Shehata, F.R. Extraction of pectin from egyptian orange peel. Factors affecting the extraction. Biological Wastes 1987, 20, 281–290. [Google Scholar] [CrossRef]
- Faravash, RS. ; Ashtiani, FZ. The effect of pH, ethanol volume and acid washing time on the yield of pectin extraction from peach pomace. International Journal of Food Science and Technology 2007, 42, 1177–1187. [Google Scholar] [CrossRef]
- Moorthy, IG.; Maran, JP.; Surya, SM.; Naganyashree, S.; Shivamathi, CS. Response surface optimization of ultrasound assisted extraction of pectin from pomegranate peel. International Journal of Biological Macromolecules 2015, 72, 1323–1328. [Google Scholar] [CrossRef]
- Pasandide, B.; Khodaiyan, F.; Mousavi, Z.; Hosseini, S. S. Pectin extraction from citron peel: optimization by Box–Behnken response surface design. Food Science and Biotechnology 2018, 27, 997–1005. [Google Scholar] [CrossRef]
- Canteri-Schemin, MH.; Fertonani, HCR. ; Waszczynskyj, N.; Wosiacki, G. Extraction of pectin from apple pomace. Brazilian Archives of Biology and Technology 2005, 48, 259–266. [Google Scholar] [CrossRef]
- Yapo, BM.; Robert, C.; Etienne, I.; Wathelet, B.; Paquot, M. Effect of extraction conditions on the yield, purity and surface properties of sugar beet pulp pectin extracts. Food Chemistry 2007, 100, 1356–1364. [Google Scholar] [CrossRef]
- Yang, Z. ; Zhai, W. Optimization of microwave-assisted extraction of anthocyanins from purple corn (Zea mays L.) cob and identification with HPLC-MS. Innovative Food Science & Emerging Technologies 2010, 11, 470–476. [Google Scholar]
- Pagan, J.; Ibarz, A.; Llorca, M.; Pagan, A.; Barbosa-Canovas, GV. Extraction and characterization of pectin from stored peach pomace. Food Research International 2001, 34, 605–612. [Google Scholar] [CrossRef]
- Baississe, Salima. Extraction et appréciation des pectines à partir d’écorces d’oranges, de pulpes d’abricots et de pommes. Diss. Batna, Université El Hadj Lakhdar. Faculté des sciences, 2009.
- Delluca, A.; Joslyn, M.A. The recovery of pectin from orange peel extracts as aluminum pectin ate. Food Technology 1957, 3, 137–141. [Google Scholar]
- Khotimchenko, M.; Kovalev, V.; Khotimchenko, Y. Equilibrium studies of sorption of lead (II) ions by different pectin compounds. Journal of Hazardous Materials 2007, 149, 693–699. [Google Scholar] [CrossRef] [PubMed]
- Herbstrieth ; Fox (a). Chances and limits for the use of pectin as emulsifier. Corporate Group. Turnstraße 37. 75305 Neuenbürg/Württ. (1998) Germany,1-14.
- Massiot, L.; Renard, C.M.G.C. Composition physicochemical properties and enzymatic degradation of fibres prepared from different tissues of apple. Lebensm.-Wiss.U.- Technol. 1997, 30, 800–806. [Google Scholar] [CrossRef]
- Lekbir, Adel. Extraction et appréciation des pectines à partir des écorces d’oranges et de dattes. Diss. Batna, Université El Hadj Lakhdar. Faculté des sciences, 2008.
- Senter, S. D. ; J. A. Robertson; F. I. Meredith. “Phenolic compounds of the mesocarp of cresthaven peaches during storage and ripening. Journal of Food Science 1989, 54.5, 1259–1268. [Google Scholar] [CrossRef]
- Kurz, C.; Carle, R.; Schieber, A. Characterisation of cell wall polysaccharide profiles of apricots (Prunus armeniaca L.), Peaches (Prunus persica L.), and pumpkins (Cucurbita sp) for the evaluation of fruit product authenticity. Food Chem. 2008, 106, 421–430. [Google Scholar] [CrossRef]
- Seymour, G.; Knox, J.P. Pectins and their manipulation. Blackwell Publishing press (2002) 250 p.
- Thang P.T.N. Ripening behaviour of capsicum (Capsicum annum L.) fruit. These de doctora, . (2007). South Australia.
- Benchabane, A. Rapport de synthèse de l’atelier “technologie et qualité de la datte”.Ciheam –Options Mediterranèennes. Institut National Agronomique ElHarrach16200 Alger. (1994). Algerie.
- Constenla, D.; Lozano, J.E. Kinetic model of pectin demethylation. Latin American Applied Research 2003, 33, 91–96. [Google Scholar]
- Sahari, M. A.; Akbarian, A.M.; Hamedi, M. Effect of variety and acid washing method on extraction yield and quality of sunflower head pectin. Food Chemi 2003, 83, 43–47. [Google Scholar] [CrossRef]
- Leroux, J.; Langendorff, V.; Schick, G.; Vaishnav, V.; Mazyer, J. Emulsion stabilising properties of pectin. Food Hydrocolloids 2003, 1 7, 455–462. [Google Scholar] [CrossRef]
- Huang, Y.S.; Ho, S.C. Polmethoxy flavones are responsible or the anti-inflammatory activity of citrus fruit peel. Food Chem 2010, 119, 868–873. [Google Scholar] [CrossRef]
- Kamoun, A.; Samet, B.; Bouaziz, J.; Chaabouni, M. Application of a rotatable orthogonal central composite design to the optimization of the formulation and utilization of an useful plasticizer for cement. Analysis 1999, 27, 91–96. [Google Scholar] [CrossRef]
- Mc Ceady, R.M. Pectin, methods in food analysis. Joslyn M.A. (2 Ed.). Academic Press .New-York and London (1970). pp565-599.
- AOAC. Official methods of analysis (14th ed).Washington, DC: Association of Official Analytical Chemists (1984).
- AOAC (ed). Official methods of analysis. Association of official analytical chemists, 12th edn. AOAC, Washington D.C. (1995).
- Dubois, M. K. “Use of phenol reagent for the determination of total sugar. ” Analytic Chemistry. 1956, 28, 350. [Google Scholar] [CrossRef]
- Yapo, B. M. Biochemical Characteristics and Gelling Capacity of Pectin from Yellow Passion Fruit Rind as Affected by Acid Extractant Nature. Journal of Agricultural and Food Chemistry 2009, 57, 1572–1578. [Google Scholar] [CrossRef] [PubMed]
- Hosseini, S.S. Khodaiyan, F. Yarmand, M.S. Optimization of microwave assisted extraction of pectin from sour orange peel and its physicochemical properties, Carbohydr. Polym. 2016, 140, 59–65. [Google Scholar] [PubMed]



| Std | Factor 1 | Factor 2 | Factor 3 | Response 1 |
|---|---|---|---|---|
| X1:Particle size | X2: pH | X3: Temperature | Yield | |
| Mm | (°C) | % | ||
| 4 | 1 | 3 | 80 | 3.8 |
| 2 | 1 | 1.5 | 80 | 18.7 |
| 11 | 0.55 | 1.5 | 100 | 22.8 |
| 13 | 0.55 | 2.25 | 80 | 14.7 |
| 9 | 0.55 | 1.5 | 60 | 21.5 |
| 1 | 0.1 | 1.5 | 80 | 25.4 |
| 10 | 0.55 | 3 | 60 | 6.5 |
| 14 | 0.55 | 2.25 | 80 | 14.6 |
| 8 | 1 | 2.25 | 100 | 19.3 |
| 7 | 0.1 | 2.25 | 100 | 18.7 |
| 3 | 0.1 | 3 | 80 | 10.5 |
| 5 | 0.1 | 2.25 | 60 | 17.4 |
| 6 | 1 | 2.25 | 60 | 10.8 |
| 12 | 0.55 | 3 | 100 | 7.8 |
| Source | Sequential p-value | Lack of Fit p-value | Adjusted R² | Predicted R² | |
|---|---|---|---|---|---|
| Linear | < 0.0001 | 0.0271 | 0.9130 | 0.8556 | Suggested |
| 2FI | 0.3571 | 0.0271 | 0.9194 | 0.7681 | |
| Quadratic | 0.4610 | 0.0247 | 0.9212 | 0.6123 | |
| Cubic | 0.0247 | 0.9999 | Aliased |
| Source | Sum of Squares | df | Mean Square | F-value | p-value | |
|---|---|---|---|---|---|---|
| Linear | 36.83 | 9 | 4.09 | 818.41 | 0.0271 | Suggested |
| 2FI | 23.87 | 6 | 3.98 | 795.62 | 0.0271 | |
| Quadratic | 13.33 | 3 | 4.44 | 888.67 | 0.0247 | |
| Cubic | 0.0000 | 0 | Aliased | |||
| Pure Error | 0.0050 | 1 | 0.0050 |
| Source | Sum of Squares | Df | Mean Square | F-value | p-value | |
|---|---|---|---|---|---|---|
| Model | 513.27 | 3 | 171.09 | 46.45 | < 0.0001 | Significant |
| X1-Particle size | 47.05 | 1 | 47.05 | 12.77 | 0.0051 | |
| X2-Ph | 447.01 | 1 | 447.01 | 121.36 | < 0.0001 | |
| X3-Temperature | 19.22 | 1 | 19.22 | 5.22 | 0.0455 | |
| Residual | 36.83 | 10 | 3.68 | |||
| Lack of Fit | 36.83 | 9 | 4.09 | 818.41 | 0.0271 | Significant |
| Pure Error | 0.0050 | 1 | 0.0050 | |||
| Cor Total | 550.10 | 13 |
| Std. Dev. | 1.92 | R² | 0.9330 |
| Mean | 15.18 | Adjusted R² | 0.9130 |
| C.V. % | 12.64 | Predicted R² | 0.8556 |
| Adeq Precision | 19.3009 |
| Factor | Coefficient Estimate | Df | Standard Error | 95% CI Low | 95% CI High | VIF |
|---|---|---|---|---|---|---|
| Intercept | 15.18 | 1 | 0.5129 | 14.04 | 16.32 | |
| X1-Particle size | -2.43 | 1 | 0.6785 | -3.94 | -0.9131 | 1.0000 |
| X2-pH | -7.48 | 1 | 0.6785 | -8.99 | -5.96 | 1.0000 |
| X3-Temperature | 1.55 | 1 | 0.6785 | 0.0381 | 3.06 | 1.0000 |
| Gelling power | Emulsifying activity | |
|---|---|---|
| Extracted pectin | 164°± 2° SAG a | 38,46%± 1,66%a |
| Commercial pectin | 150°±1° SAG a | 51% ± 2% b |
| Factors | Lower level | Higher level | Medium level | |
|---|---|---|---|---|
| X1 | Particle size (mm) | 0.1 | 1 | 0.55 |
| X2 | Ph | 1.5 | 3 | 2.25 |
| X3 | Temperature(°C) | 60 | 100 | 80 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).