| Literature DB >> 31888264 |
Olga Wrona1,2, Katarzyna Rafińska2,3, Justyna Walczak-Skierska2,3, Cezary Możeński1, Bogusław Buszewski2,3.
Abstract
The aim of this research was to select parameters for supercritical extraction with CO2 of Medicago sativa L., considered as functional food, in quarter-technical plant, providing the highest concentration of bioactive polar constituents and simultaneously maintaining the highest efficiency of the process. For the purpose of optimization, mathematical statistics was used. Qualitative analysis of products was performed with supercritical fluid chromatography (SFC). The SFC analysis revealed a proper separation of flavonoids and phenolics acids for dedicated TFC and TPC optimal parameters. The obtained results have proved that it is a possibility to extract polar compounds with non-polar solvent under higher values of pressure and temperature and to enrich product with desired group of bioactive compounds with proper optimization. The proposed extraction technique allows to obtain on an industrial scale, using an environmentally friendly solvent, a preparation rich in biologically active nutrients that can be implemented in the cosmetics, pharmaceutical and food industries.Entities:
Keywords: Medicago sativa L.; RSM; SFC; SFE; bioactive compounds; flavonoids; phenolics compounds; quarter-technical plant; response surface methodology; supercritical fluid chromatography; supercritical fluid extraction
Mesh:
Substances:
Year: 2019 PMID: 31888264 PMCID: PMC6943590 DOI: 10.3390/molecules24244608
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.411
Figure 1Medicago sativa L. as a feedstock (a) and obtained extract (b).
Responses obtained by realizing Box-Behnken plan for the SFE-scCO2 of lucerne at quarter-technical plant.
| Box-Behnken Design | Results | |||||
|---|---|---|---|---|---|---|
| T, | P, | F, | Y, | TPC, | TFC, | |
| E1 | 333.15 (0) | 80.00 (1) | 7.00 (1) | 4.53 | 6.32 | 13.16 |
| E2 | 353.15 (1) | 80.00 (1) | 5.00 (0) | 5.76 | 11.86 | 11.42 |
| E3 | 353.15 (1) | 20.00 (−1) | 5.00 (0) | 3.47 | 5.38 | 0.00 |
| E4 | 313.15 (−1) | 50.00 (0) | 3.00 (−1) | 1.27 | 26.19 | 2.11 |
| E5 | 333.15 (0) | 50.00 (0) | 5.00 (0) | 4.19 | 9.65 | 8.96 |
| E6 | 353.15 (1) | 50.00 (0) | 3.00 (−1) | 4.58 | 17.00 | 7.13 |
| E7 | 333.15 (0) | 50.00 (0) | 5.00 (0) | 3.50 | 11.58 | 8.37 |
| E8 | 333.15 (0) | 50.00 (0) | 5.00 (0) | 3.67 | 14.42 | 11.19 |
| E9 | 313.15 (−1) | 80.00 (1) | 5.00 (0) | 2.03 | 18.97 | 0.32 |
| E10 | 333.15 (0) | 20.00 (−1) | 3.00 (−1) | 3.39 | 7.83 | 0.36 |
| E11 | 313.15 (−1) | 20.00 (−1) | 5.00 (0) | 1.47 | 19.01 | 8.96 |
| E12 | 313.15 (−1) | 50.00 (0) | 7.00 (1) | 2.72 | 17.59 | 12.15 |
| E13 | 333.15 (0) | 80.00 (1) | 3.00 (−1) | 1.89 | 28.08 | 3.41 |
| E14 | 333.15 (0) | 20.00 (−1) | 7.00 (1) | 3.31 | 9.01 | 0.36 |
| E15 | 353.15 (1) | 50.00 (0) | 7.00 (1) | 6.72 | 7.87 | 10.86 |
Figure 2(a) Supercritical fluid chromatography (SFC) chromatogram of flavonoids and phenolic acids standards (1–flavon, 2–salicylic acid, 3–ferulic acid, 4–naringenin, 5–apigenin). (b) SFC chromatogram of Medicago sativa L. plant extract.
Results of total phenolics content (TPC) and total flavonoids content (TFC) in M. sativa extracts obtained by maceration.
| T, | TPC, | TFC, | ΣTPC + TFC, |
|---|---|---|---|
| 313.15 | 8.51 | 8.49 | 17.00 |
| 333.15 | 10.98 | 10.34 | 21.32 |
| 353.15 | 28.16 | 3.26 | 31.42 |
Polynominal quadratic equations for all output variables as results of the studies on the Medicago sativa’s extracts.
| Output Variables | Regression Equations | Coefficient of Determination, R2 | Model | |||
|---|---|---|---|---|---|---|
| Y, % DM | coded | Y = 3.7744 + 1.6305A + 0.3180 B + 0.7674 C + 0.4325 AB + 0.1725 AC + 0.68 BC − 0.0308 A2 − 0.5733 B2 + 0.0647 C2 | 0.94 | 8.87 | 4.31 | 0.0135 |
| uncoded | Y = −13.5295 + 0.0753 T − 0.2224 P − 1.7857 F + 0.00072 TP + 0.0043 TS + 0.0113 PF–0.000077 T2 − 0.0006 P2 + 0.017 F2 | |||||
| TPC, mg GAE/g DM | coded | TPC = 11.8833 − 4.9563 A + 3 B − 4.7887 C + 1.63 AB − 0.1325 AC − 5.735 BC + 3.1371 A2 − 1.2154 B2 + 2.1421 C2 | 0.96 | 12.78 | 0.98 | 0.0059 |
| uncoded | TPC = 997.7188 − 5.5927 T − 0.1921 P − 1.8669 F + 0.0027 TP − 0.0033 TS − 0.09558 PF + 0.0078 T2 − 0.00135 P2 + 0.5355 F2 | |||||
| TFC, | coded | TFC = 9.51 + 0.7337 A + 2.33 B + 2.94 C + 5.02 AB–1.58 AC + 2.44 BC–0.2958 A2–4.04 B2–1.15 C2 | 0.92 | 6.20 | 3.57 | 0.0293 |
| uncoded | TFC = −30.68185+0.308521 T–2.46040P + 15.44277F + 0.008358 TP − 0.039437 TF + 0.040625 PF–0.0000740T2 − 0.004484 P2 − 0.287083F2 |
R2 > 0.8–statistically important, p < 0.0001–very highly significant, p < 0.01 very significant, p < 0.05 significant, p > 0.1 not statistically significant. LOF > 0.05–statistically important.
Response surface plots of the different criteria of Medicago sativa L. extract as a function of main process parameters.
| Response Surface Methodology–Graphical Results | |||
|---|---|---|---|
| Response Surface Plot as a Function of: Pressure (P) and Temperature (T) | Response Surface Plot as a Function of: Solvent Flow Rate (F) and Temperature (T) | Response Surface Plot as a Function of: Pressure (P) and Solvent Flow Rate (F) | |
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Results of analysis of variance of obtained values and the comparison of predicted and experimental values of each evaluation index.
| Output Variables | Optimal Conditions | Predicted Value | Actual Value | Confidence Interval | |||
|---|---|---|---|---|---|---|---|
| T, K (°C) | P, MPa | F, kg h−1 | |||||
| Desirability-1.0 | −95% | 95% | |||||
| Yield, % DM | 352.99 (79.80) | 78.55 | 6.83 | 7.08 | 7.39 | 6.72 | 7.42 |
| TPC, mg GAE/g DM | 353.15 (80) | 71.74 | 3.32 | 21.92 | 20.20 | 20.82 | 23.02 |
| TFC, | 351.51 (78.40) | 78.29 | 6.72 | 15.32 | 14.89 | 14.55 | 16.09 |
Basic validation parameters of the flavonoids and phenolic acids determination method using SFC (n = 3).
| Analytes | Range [mg/mL] | Regression Curve | r2 | LOD [µg/g] | LOQ [µg/g] |
|---|---|---|---|---|---|
| Flavon | 0.001–1 | y = 1334023x − 3680 | 0.9998 | 1 | 3.3 |
| Salicylic acid | 0.05–1 | y = 32304x − 1279 | 0.9992 | 20 | 66 |
| Ferulic acid | 0.02–1 | y = 308257x + 1274 | 0.9990 | 10 | 33 |
| Naringenin | 0.02–1 | y = 181025x − 4073 | 0.9990 | 10 | 33 |
| Apigenin | 0.02–1 | y = 505689x − 5334 | 0.9985 | 10 | 33 |
Concentration of flavonoids and phenolic acids in extract obtained under optimal condition for Yield, TPC and TFC from M. sativa.
| Samples | Flavonoids Content μg/g DM (n = 3) | Phenolic Acids Content μg/g DM (n = 3) | |||
|---|---|---|---|---|---|
| Flavon | Naringenin | Apigenin | Salicylic Acid | Ferulic Acid | |
| Yield | 1.64 | 35.9 | 12.3 | 49.5 | 1.2 |
| TPC | 16.9 | 37.8 | 15.0 | 53.4 | 4.9 |
| TFC | 22.0 | 41.4 | 17.9 | 49.9 | 4.2 |