| Literature DB >> 31027319 |
Gretel Dovale-Rosabal1, Alicia Rodríguez2, Elyzabeth Contreras3, Jaime Ortiz-Viedma4, Marlys Muñoz5, Marcos Trigo6, Santiago P Aubourg7, Alejandra Espinosa8.
Abstract
This research focused on obtaining eicosapentaenoic acid (EPA, 20:5 n-3) and docosahexaenoic acid (DHA, 22:6 n-3) (EPA+DHA) concentrates from refined commercial salmon oil (RCSO). Independent variables of the complexation process were optimized by means of the application of response surface methodology (RSM) in order to obtain the maximum content of such fatty acids (FAs). As a result of employing the optimized conditions for all the variables (6.0, urea:FA content ratio; -18.0 °C, crystallization temperature; 14.80 h, crystallization time; 500 rpm, stirring speed), high contents of EPA and DHA could be obtained from RCSO, achieving increases of 4.1 and 7.9 times in the concentrate, with values of 31.20 and 49.31 g/100 g total FA, respectively. Furthermore, a 5.8-time increase was observed for the EPA + DHA content, which increased from 13.78 to 80.51 g/100 g total FA. It is concluded that RCSO can be transformed into a profitable source of EPA and DHA (EPA+DHA), thus leading to a product with higher commercial value.Entities:
Keywords: DHA; EPA; EPA+DHA; desirability function; multiple response optimization; n-3 long-chain polyunsaturated fatty acids (n-3 LCPUFAs) concentration; process variable maximization; refined commercial salmon oil; response surface methodology (RSM); total FA yield
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Year: 2019 PMID: 31027319 PMCID: PMC6539647 DOI: 10.3390/molecules24091642
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.411
Composition of fatty acids in (RCSO) and the optimized concentrate from RCSO (g/100 g total FA) *.
| FA or FA Groups | RCSO | RCSO Optimum |
|---|---|---|
| 12:0 | 0.07 | Nd |
| 14:0 | 3.19 | 0.12 |
| 15:0 | 0.20 | 0.09 |
| 16:0 | 13.74 | Nd |
| 16:1 9t | 0.15 | Nd |
| 16:1 7c | Nd | Nd |
| 16:1 9c | 4.66 | 0.51 |
| 16:1 11c | Nd | Nd |
| 16:1 13c | Nd | Nd |
| 17:0 | 0.13 | 0.10 |
| 17:1 10c | 0.56 | 1.28 |
| 18:0 | 3.69 | 0.28 |
| 18:1 9c | 29.61 | 0.59 |
| 18:1 11c | 3.69 | 0.04 |
| 18:2 9t, 12t | Nd | Nd |
| 18:2 9c, 12c | 16.69 | 7.48 |
| 18:2 9c, 15c | Nd | Nd |
| 18:3 6c, 9c, 12c | 0.22 | 1.09 |
| 20:0 | 0.26 | Nd |
| 18:3 9c, 12c, 15c | 3.25 | 2.60 |
| 20:1 5c | Nd | Nd |
| 20:1 8c | Nd | Nd |
| 20:1 11c | 1.60 | Nd |
| 18:4 6c, 9c, 12c, 15c | Nd | Nd |
| 20:2 11c, 14c | 0.79 | 0.05 |
| 20:3 8c, 11c, 14c | 0.30 | 1.16 |
| 20:3 11c, 14c, 17c | 0.12 | 0.03 |
| 20:4 8c, 11c, 14c, 17c | 0.40 | 1.37 |
| 22:1 13c | 0.21 | Nd |
| 20:5 5c, 8c, 11c, 14c, 17c | 7.53 | 31.20 |
| 24:1 15c | Nd | Nd |
| 22:5 7c, 10c, 13c, 16c, 19c | 2.69 | 2.70 |
| 22:6 4c, 7c, 10c, 13c, 16c, 19c | 6.25 | 49.31 |
| Total SFAs | 21.28 | 0.59 |
| Total MUFAs | 40.48 | 2.42 |
| Total PUFAs | 38.24 | 96.99 |
| Total | 20.45 | 87.21 |
| Total | 18.08 | 85.82 |
| EPA+DHA | 13.78 | 80.51 |
* Abbreviations employed: DHA (docosahexaenoic acid), EPA (eicosapentaenoic acid), FA (fatty acid), SFAs (saturated fatty acids), MUFAs (monounsaturated fatty acids), RCSO (refined commercial salmon oil), n-3LCPUFAs (n-3 long chain polyunsaturated fatty acids), Nd (not detected).
Values obtained for the experimental and predicted response variables of RCSO concentrate by central composite rotatable design 24 + star based on the response surface methodology 1.
| Run | Process Variables * | Response Variables ** | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Experimental Values | Predicted Values | |||||||||
| A | B | C | D | R1 | R2 | R3 | R1’ | R2’ | R3’ | |
| 1 | 1.5 | −15 | 14.3 | 200 | 40.44 | 10.47 | 11.04 | 33.77 | 13.77 | 14.00 |
| 2 | 4.5 | −15 | 14.3 | 200 | 12.64 | 28.41 | 44.38 | 12.23 | 28.09 | 45.89 |
| 3 | 1.5 | 15 | 14.3 | 200 | 48.71 | 9.22 | 9.52 | 40.35 | 9.52 | 10.23 |
| 4 | 4.5 | 15 | 14.3 | 200 | 17.45 | 25.09 | 32.69 | 18.82 | 23.85 | 26.94 |
| 5 | 1.5 | −15 | 36.8 | 200 | 36.25 | 10.46 | 11.13 | 29.02 | 13.22 | 15.24 |
| 6 | 4.5 | −15 | 36.8 | 200 | 10.44 | 24.42 | 55.91 | 21.55 | 27.55 | 47.14 |
| 7 | 1.5 | 15 | 36.8 | 200 | 4.22 | 7.96 | 8.18 | 20.22 | 8.98 | 11.47 |
| 8 | 4.5 | 15 | 36.8 | 200 | 18.12 | 24.87 | 30.47 | 12.76 | 23.30 | 28.18 |
| 9 | 1.5 | −15 | 14.3 | 600 | 41.74 | 10.23 | 10.89 | 44.89 | 14.52 | 14.71 |
| 10 | 4.5 | −15 | 14.3 | 600 | 12.77 | 30.20 | 46.43 | 12.14 | 28.84 | 46.61 |
| 11 | 1.5 | 15 | 14.3 | 600 | 78.45 | 9.02 | 9.41 | 68.43 | 10.27 | 10.94 |
| 12 | 4.5 | 15 | 14.3 | 600 | 16.11 | 25.16 | 34.34 | 21.40 | 24.60 | 27.65 |
| 13 | 1.5 | −15 | 36.8 | 600 | 45.49 | 9.91 | 10.06 | 40.14 | 13.97 | 15.96 |
| 14 | 4.5 | −15 | 36.8 | 600 | 9.86 | 27.56 | 48.55 | 7.17 | 28.30 | 47.85 |
| 15 | 1.5 | 15 | 36.8 | 600 | 58.94 | 7.84 | 7.91 | 48.30 | 9.73 | 12.18 |
| 16 | 4.5 | 15 | 36.8 | 600 | 12.64 | 23.05 | 28.93 | 15.33 | 24.05 | 28.89 |
| 17 | 0 | 0 | 25.5 | 400 | 57.38 | 6.33 | 6.39 | 67.84 | -0.77 | 0.94 |
| 18 | 6 | 0 | 25.5 | 400 | 15.86 | 25.45 | 30.43 | 13.34 | 27.88 | 49.55 |
| 19 | 3 | −30 | 25.5 | 400 | 12.21 | 29.26 | 44.37 | 19.61 | 24.94 | 36.61 |
| 20 | 3 | 30 | 25.5 | 400 | 33.82 | 13.52 | 14.65 | 34.36 | 16.45 | 13.88 |
| 21 | 3 | 0 | 3.05 | 400 | 12.71 | 20.41 | 22.67 | 25.65 | 21.24 | 24.00 |
| 22 | 3 | 0 | 48.0 | 400 | 16.31 | 23.01 | 28.93 | 14.83 | 20.15 | 26.49 |
| 23 | 3 | 0 | 25.5 | 0 | 19.11 | 22.62 | 25.72 | 13.39 | 19.95 | 24.53 |
| 24 | 3 | 0 | 25.5 | 800 | 16.47 | 26.07 | 33.39 | 27.09 | 21.44 | 25.95 |
| 25 | 3 | 0 | 25.5 | 400 | 20.77 | 22.43 | 25.82 | 20.24 | 20.69 | 25.24 |
| 26 | 3 | 0 | 25.5 | 400 | 20.74 | 21.40 | 25.20 | 20.24 | 20.69 | 25.24 |
| 27 | 3 | 0 | 25.5 | 400 | 17.20 | 24.00 | 29.15 | 20.24 | 20.69 | 25.24 |
| 28 | 3 | 0 | 25.5 | 400 | 22.74 | 18.23 | 20.23 | 20.24 | 20.69 | 25.24 |
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| 0.72(1) | ||||||||||
| 0.84(2) | ||||||||||
| 0.81(3) | ||||||||||
| 0.80(4) | ||||||||||
1 Central composite design: 24 + star, which studies the effects of 4 factors in 28 runs based on the RSM. * Independent variables: A (urea/FA content ratio, w/w), B (crystallization temperature, °C), C (crystallization time, h), and D (stirring speed, rpm).** Response variables: R1 (total FA yield, g FA in the non-urea complexing fraction/100 g initial saponified oil FA), R2 (EPA content, g/100 g total FA), and R3 (DHA content, g/100 g total FA). Predicted response variables: R1’, R2’, and R3’.
Figure 1Pareto charts and response surfaces for the effects of different process variables: Panels in total FA yield (%, panels A,B), EPA content (g/100 g total FA, panels C,D), DHA content (g/100 g total FA, panels E,F), EPA+DHA content (g/100 g total FA, panels G,H). A: urea/FA contents ratio, w/w; B: crystallization temperature, °C; C: crystallization time, h; and D: stirring speed, rpm).
Process variables * optimization and multiple response optimization of the response variables.
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| A | B | C | D | |||
| EPA | 5.99 | −29.79 | 3.05 | 599.00 | Maximum | 33.01 |
| DHA | 6.00 | −29.98 | 48.05 | 108.30 | Maximum | 76.81 |
| EPA+DHA | 6.00 | −29.95 | 47.79 | 271.36 | Maximum | 98.85 |
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| A | B | C | D | |||
| EPA | 5.84 | −17.69 | 14.83 | 453.36 | Maximum | 30.71- |
| DHA | 62.94 | |||||
| EPA+DHA | 90.07 | |||||
| Maximum desirability | 1.0 | |||||
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| A | B | C | D | |||
| EPA | 6.00 | −18 | 14.80 | 500 | Maximum | 31.20 |
| DHA | 49.31 | |||||
| EPA+DHA | 80.51 | |||||
* Process variables (A, B, C, and D) as expressed in Table 2. ** Values expressed as g/100 g total FA.
Figure 2Combination of factors to maximize the desirability function for RCSO concentrate: response surface (A) and contour surface (B).