1
|
Anaya-Esparza LM, Aurora-Vigo EF, Villagrán Z, Rodríguez-Lafitte E, Ruvalcaba-Gómez JM, Solano-Cornejo MÁ, Zamora-Gasga VM, Montalvo-González E, Gómez-Rodríguez H, Aceves-Aldrete CE, González-Silva N. Design of Experiments for Optimizing Ultrasound-Assisted Extraction of Bioactive Compounds from Plant-Based Sources. Molecules 2023; 28:7752. [PMID: 38067479 PMCID: PMC10707804 DOI: 10.3390/molecules28237752] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2023] [Revised: 11/16/2023] [Accepted: 11/19/2023] [Indexed: 12/18/2023] Open
Abstract
Plant-based materials are an important source of bioactive compounds (BC) with interesting industrial applications. Therefore, adequate experimental strategies for maximizing their recovery yield are required. Among all procedures for extracting BC (maceration, Soxhlet, hydro-distillation, pulsed-electric field, enzyme, microwave, high hydrostatic pressure, and supercritical fluids), the ultrasound-assisted extraction (UAE) highlighted as an advanced, cost-efficient, eco-friendly, and sustainable alternative for recovering BC (polyphenols, flavonoids, anthocyanins, and carotenoids) from plant sources with higher yields. However, the UAE efficiency is influenced by several factors, including operational variables and extraction process (frequency, amplitude, ultrasonic power, pulse cycle, type of solvent, extraction time, solvent-to-solid ratio, pH, particle size, and temperature) that exert an impact on the molecular structures of targeted molecules, leading to variations in their biological properties. In this context, a diverse design of experiments (DOEs), including full or fractional factorial, Plackett-Burman, Box-Behnken, Central composite, Taguchi, Mixture, D-optimal, and Doehlert have been investigated alone and in combination to optimize the UAE of BC from plant-based materials, using the response surface methodology and mathematical models in a simple or multi-factorial/multi-response approach. The present review summarizes the advantages and limitations of the most common DOEs investigated to optimize the UAE of bioactive compounds from plant-based materials.
Collapse
Affiliation(s)
- Luis Miguel Anaya-Esparza
- Centro Universitario de los Altos, Universidad de Guadalajara, Tepatitlán de Morelos 47620, Mexico; (Z.V.); (H.G.-R.); (C.E.A.-A.); (N.G.-S.)
- Escuela de Ingeniería Agroindustrial y Comercio Exterior, Universidad Señor de Sipán, Chiclayo 14000, Peru; (E.R.-L.); (M.Á.S.-C.)
| | - Edward F. Aurora-Vigo
- Escuela de Ingeniería Agroindustrial y Comercio Exterior, Universidad Señor de Sipán, Chiclayo 14000, Peru; (E.R.-L.); (M.Á.S.-C.)
| | - Zuamí Villagrán
- Centro Universitario de los Altos, Universidad de Guadalajara, Tepatitlán de Morelos 47620, Mexico; (Z.V.); (H.G.-R.); (C.E.A.-A.); (N.G.-S.)
| | - Ernesto Rodríguez-Lafitte
- Escuela de Ingeniería Agroindustrial y Comercio Exterior, Universidad Señor de Sipán, Chiclayo 14000, Peru; (E.R.-L.); (M.Á.S.-C.)
| | - José Martín Ruvalcaba-Gómez
- Centro Nacional de Recursos Genéticos, Instituto Nacional de Investigaciones Forestales, Agrícolas y Pecuarias, Tepatitlán de Morelos 47600, Mexico;
| | - Miguel Ángel Solano-Cornejo
- Escuela de Ingeniería Agroindustrial y Comercio Exterior, Universidad Señor de Sipán, Chiclayo 14000, Peru; (E.R.-L.); (M.Á.S.-C.)
| | - Victor Manuel Zamora-Gasga
- Laboratorio Integral de Investigación en Alimentos, Tecnológico Nacional de México/Instituto Tecnológico de Tepic, Tepic 63175, Mexico; (V.M.Z.-G.); (E.M.-G.)
| | - Efigenia Montalvo-González
- Laboratorio Integral de Investigación en Alimentos, Tecnológico Nacional de México/Instituto Tecnológico de Tepic, Tepic 63175, Mexico; (V.M.Z.-G.); (E.M.-G.)
| | - Horacio Gómez-Rodríguez
- Centro Universitario de los Altos, Universidad de Guadalajara, Tepatitlán de Morelos 47620, Mexico; (Z.V.); (H.G.-R.); (C.E.A.-A.); (N.G.-S.)
| | - César Eduardo Aceves-Aldrete
- Centro Universitario de los Altos, Universidad de Guadalajara, Tepatitlán de Morelos 47620, Mexico; (Z.V.); (H.G.-R.); (C.E.A.-A.); (N.G.-S.)
| | - Napoleón González-Silva
- Centro Universitario de los Altos, Universidad de Guadalajara, Tepatitlán de Morelos 47620, Mexico; (Z.V.); (H.G.-R.); (C.E.A.-A.); (N.G.-S.)
| |
Collapse
|
2
|
The Potential of Food By-Products: Bioprocessing, Bioactive Compounds Extraction and Functional Ingredients Utilization. Foods 2022; 11:foods11244092. [PMID: 36553835 PMCID: PMC9778178 DOI: 10.3390/foods11244092] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Accepted: 12/16/2022] [Indexed: 12/24/2022] Open
Abstract
Achieving sustainability in the agro-food sector can only be possible with the valorization of food industry waste and side streams, products with an extremely high intrinsic value but often discarded because they are unfit for further processing that meets consumer expectations [...].
Collapse
|
3
|
Feng S, Tang M, Jiang Z, Ruan Y, Liu L, Kong Q, Xiang Z, Chen T, Zhou L, Yang H, Yuan M, Ding C. Optimization of Extraction Process, Structure Characterization, and Antioxidant Activity of Polysaccharides from Different Parts of Camellia oleifera Abel. Foods 2022; 11:3185. [PMID: 37430934 PMCID: PMC9602086 DOI: 10.3390/foods11203185] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Revised: 09/20/2022] [Accepted: 09/28/2022] [Indexed: 10/11/2023] Open
Abstract
The flowers, leaves, seed cakes and fruit shells of Camellia oleifera are rich in bioactive polysaccharides, which can be used as additives in food and other industries. In this study, a Box-Behnken design was used to optimize the extraction conditions of polysaccharides from C. oleifera flowers (P-CF), leaves (P-CL), seed cakes (P-CC), and fruit shells (P-CS). Under the optimized extraction conditions, the polysaccharide yields of the four polysaccharides were 9.32% ± 0.11 (P-CF), 7.57% ± 0.11 (P-CL), 8.69% ± 0.16 (P-CC), and 7.25% ± 0.07 (P-CS), respectively. Polysaccharides were mainly composed of mannose, rhamnose, galacturonic acid, glucose, galactose, and xylose, of which the molecular weights ranged from 3.31 kDa to 128.06 kDa. P-CC had a triple helix structure. The antioxidant activities of the four polysaccharides were determined by Fe2+ chelating and free radical scavenging abilities. The results showed that all polysaccharides had antioxidant effects. Among them, P-CF had the strongest antioxidant activity, of which the highest scavenging ability of DPPH•, ABTS•+, and hydroxyl radical could reach 84.19% ± 2.65, 94.8% ± 0.22, and 79.97% ± 3.04, respectively, and the best chelating ability of Fe2+ could reach 44.67% ± 1.04. Overall, polysaccharides extracted from different parts of C. oleifera showed a certain antioxidant effect, and could be developed as a new type of pure natural antioxidant for food.
Collapse
Affiliation(s)
- Shiling Feng
- College of Life Science, Sichuan Agricultural University, Ya’an 625014, China
| | - Min Tang
- College of Life Science, Sichuan Agricultural University, Ya’an 625014, China
| | - Zhengfeng Jiang
- College of Life Science, Sichuan Agricultural University, Ya’an 625014, China
| | - Yunjie Ruan
- College of Life Science, Sichuan Agricultural University, Ya’an 625014, China
| | - Li Liu
- College of Life Science, Sichuan Agricultural University, Ya’an 625014, China
| | - Qingbo Kong
- College of Life Science, Sichuan Agricultural University, Ya’an 625014, China
| | - Zhuoya Xiang
- College of Life Science, Sichuan Agricultural University, Ya’an 625014, China
- Institute of Agro-Products Processing Science and Technology, Sichuan Academy of Agricultural Sciences, Chengdu 610066, China
| | - Tao Chen
- College of Life Science, Sichuan Agricultural University, Ya’an 625014, China
| | - Lijun Zhou
- College of Life Science, Sichuan Agricultural University, Ya’an 625014, China
| | - Hongyu Yang
- College of Life Science, Sichuan Agricultural University, Ya’an 625014, China
| | - Ming Yuan
- College of Life Science, Sichuan Agricultural University, Ya’an 625014, China
| | - Chunbang Ding
- College of Life Science, Sichuan Agricultural University, Ya’an 625014, China
| |
Collapse
|