| Literature DB >> 26784875 |
Francisco Segovia1,2, Bryshila Lupo3, Sara Peiró4, Michael H Gordon5, María Pilar Almajano6.
Abstract
Borage (Borago officinalis L.) is a typical Spanish plant. During processing, 60% are leaves. The aim of this work is to model and optimize the extraction of polyphenol from borage leaves using the response surface method (RSM) and to use this extract for application in emulsions. The responses were: total polyphenol content (TPC), antioxidant capacity by ORAC, and rosmarinic acid by HPLC. The ranges of the variables temperature, ethanol content and time were 50-90 °C, 0%-30%-60% ethanol (v/v), and 10-15 min. For ethanolic extraction, optimal conditions were at 75.9 °C, 52% ethanol and 14.8 min, yielding activity of 27.05 mg GAE/g DW TPC; 115.96 mg TE/g DW in ORAC and 11.02 mg/L rosmarinic acid. For water extraction, optimal activity was achieved with extraction at 98.3 °C and 22 min, with responses of 22.3 mg GAE/g DW TPC; 81.6 mg TE/g DW in ORAC and 3.9 mg/L rosmarinic acid. The significant variables were ethanol concentration and temperature. For emulsions, the peroxide value was inhibited by 60% for 3% extract concentration; and 80% with 3% extract concentration and 0.2% of BSA. The p-anisidine value between the control and the emulsion with 3% extract was reduced to 73.6% and with BSA 86.3%, and others concentrations had similar behavior.Entities:
Keywords: ORAC; RSM; borage leaves; emulsion; extraction; oxidation; rosmarinic acid
Year: 2014 PMID: 26784875 PMCID: PMC4665488 DOI: 10.3390/antiox3020339
Source DB: PubMed Journal: Antioxidants (Basel) ISSN: 2076-3921
Design variable and code.
| Extraction | Code | Temperature (°C) | Time (min) | Ethanol Concentration (%) |
|---|---|---|---|---|
| Ethanolic | ||||
| −1 | 60 | 10 | 30 | |
| 0 | 70 | 15 | 45 | |
| 1 | 80 | 20 | 60 | |
| Aqueous | ||||
| −1 | 50 | 10 | ||
| 0 | 70 | 15 | ||
| 1 | 90 | 20 |
Experimental design and responses for aqueous extraction.
| Temperature (°C) | Time (min) | TPC (mg GAE/g Dry Weight) | ORAC (mg TE/g Dry Weight) | Rosmarinic Acid (mg/L) |
|---|---|---|---|---|
| 41.72 | 15.00 | 20.75 ± 0.58 | 27.22 ± 0.33 | 1.25 ± 0.01 |
| 70.00 | 15.00 | 24.89 ± 0.90 | 101.80 ± 6.37 | 2.79 ± 0.01 |
| 70.00 | 15.00 | 24.88 ± 0.87 | 104.05 ± 2.15 | 2.79 ± 0.01 |
| 90.00 | 10.00 | 26.45 ± 0.35 | 57.67 ± 2.76 | 2.87 ± 0.36 |
| 50.00 | 20.00 | 22.42 ± 0.93 | 40.36 ± 1.16 | 1.40 ± 0.01 |
| 70.00 | 7.93 | 24.16 ± 0.79 | 89.64 ± 1.55 | 1.52 ± 0.10 |
| 70.00 | 15.00 | 25.01± 0.07 | 103.24 ± 4.27 | 2.79 ± 0.01 |
| 50.00 | 10.00 | 21.58 ± 0.12 | 83.80 ± 2.21 | 1.36 ± 0.03 |
| 70.00 | 15.00 | 25.67 ± 0.55 | 104.87 ± 5.07 | 2.80 ± 0.01 |
| 70.00 | 15.00 | 24.49 ± 0.35 | 105.37 ± 1.15 | 2.80 ± 0.01 |
| 70.00 | 22.07 | 25.49± 0.54 | 110.92 ± 3.61 | 2.80 ± 0.21 |
| 90.00 | 20.00 | 25.46 ± 0.07 | 117.05 ± 1.88 | 3.79 ± 0.12 |
| 98.28 | 15.00 | 26.72 ± 0.79 | 102.23 ± 7.59 | 3.64 ± 0.04 |
GAE: Galic Acid Equivalent; TE: Trolox Equivalent.
Experimental design and responses for ethanolic extraction.
| Temperature (°C) | Ethanol Concentration (%) | Time (min) | TPC (mg GAE/g Dry Weight) | ORAC (mg TE/g Dry Weight) | Rosmarinic Acid (mg/L) |
|---|---|---|---|---|---|
| 86.82 | 45.00 | 15.00 | 23.93 ± 1.06 | 126.80 ± 2.21 | 8.82 ± 0.13 |
| 60.00 | 30.00 | 10.00 | 20.26 ± 0.71 | 108.70 ± 1.23 | 3.77 ± 0.64 |
| 80.00 | 60.00 | 20.00 | 22.58 ± 1.23 | 125.21 ± 2.77 | 14.08 ± 0.07 |
| 70.00 | 45.00 | 15.00 | 27.49 ± 1.77 | 141.77 ± 3.19 | 11.04 ± 0.46 |
| 70.00 | 45.00 | 15.00 | 27.02 ± 1.04 | 146.06 ± 3.57 | 11.13 ± 0.57 |
| 70.00 | 45.00 | 15.00 | 26.91 ± 0.92 | 144.00 ± 6.42 | 11.43 ± 0.96 |
| 70.00 | 45.00 | 15.00 | 27.13 ± 1.15 | 143.72 ± 0.35 | 11.10 ± 0.58 |
| 70.00 | 45.00 | 22.07 | 25.33 ± 1.64 | 143.79 ± 3.40 | 11.83 ± 0.53 |
| 60.00 | 60.00 | 20.00 | 23.86 ± 0.69 | 128.13 ± 2.03 | 17.20 ± 1.15 |
| 60.00 | 30.00 | 20.00 | 22.43 ± 1.07 | 109.47 ± 3.88 | 5.38 ± 0.13 |
| 53.18 | 45.00 | 15.00 | 23.38 ± 0.83 | 124.97 ± 1.29 | 11.62 ± 0.54 |
| 70.00 | 19.77 | 15.00 | 19.16 ± 0.11 | 109.26 ± 3.34 | 0.77 ± 0.02 |
| 70.00 | 45.00 | 7.93 | 24.57 ± 0.54 | 138.27 ± 1.62 | 11.68 ± 0.07 |
| 70.00 | 45.00 | 15.00 | 27.16 ± 1.21 | 143.88 ± 3.05 | 11.23 ± 0.72 |
| 80.00 | 30.00 | 20.00 | 22.27 ± 0.72 | 128.78 ± 1.81 | 5.83 ± 0.28 |
| 60.00 | 60.00 | 10.00 | 22.99 ± 0.12 | 140.22 ± 0.57 | 17.53 ± 1.30 |
| 80.00 | 60.00 | 10.00 | 23.97 ± 1.37 | 146.88 ± 4.77 | 16.64 ± 0.47 |
| 70.00 | 45.00 | 15.00 | 26.94 ± 0.87 | 143.86 ± 0.20 | 11.30 ± 0.80 |
| 70.00 | 70.23 | 15.00 | 23.50 ± 0.76 | 132.04 ± 5.82 | 20.30 ± 0.00 |
| 80.00 | 30.00 | 10.00 | 23.25 ± 0.75 | 122.09 ± 2.23 | 4.69 ± 0.78 |
GAE: Gallic Acid Equivalent; TE: Trolox Equivalent.
Mathematical equations from response surface method (RSM) for each of the responses, with their respective value of R2 and R2-predicted.
| Extraction | Equation | ||
|---|---|---|---|
| Response |
| ||
|
| |||
| TPC(mg GAE/g DW) | −132.03 + 2.37 | 97.8 | 84.8 |
| ORAC(mg TE/g DW) | −544.88 + 11.18 | 93.5 | 51.2 |
| Rosmarinic Acid (mg/L) | −58.94 + 0.88 | 99.7 | 97.6 |
|
| |||
| TPC(mg GAE/g DW) | −132.03 + 2.371 | 96.3 | 83.8 |
| ORAC(mg TE/g DW) | −9.236 + 4.654 | 94.5 | 61.1 |
| Rosmarinic Acid (mg/L) | −67.250 + 1.233 | 98.5 | 89.1 |
T: Temperature (°C); C: Ethanol concentration (%); t: Time (min); Pred.: response predicted by model.
Figure 1Response surface model plot, for aqueous extraction, showing the effects of time and temperature in: (a) total polyphenols contents; (b) antioxidant activity (ORAC); and (c) rosmarinic acid content.
Figure 2Response surface model plot, for ethanolic extraction, showing the effects of ethanol concentration and temperature on: (a) total polyphenols contents; (b) antioxidant activity (ORAC); and (c) rosmarinic acid content.
p-Values for each of the constants in the equation of the mathematical model.
| Extraction | Term | |||
|---|---|---|---|---|
| Response | ||||
| TPC | ORAC | Rosmarinic Acid | ||
| Ethanolic | ||||
| Constant | 0.000 | 0.001 | 0.000 | |
| Temperature (°C) | 0.000 | 0.000 | 0.000 | |
| Ethanol (%) | 0.000 | 0.000 | 0.000 | |
| Time (min) | 0.000 | 0.092 | 0.133 | |
| Temperature (°C) × Temperature (°C) | 0.000 | 0.000 | 0.003 | |
| Ethanol (%) × Ethanol (%) | 0.000 | 0.000 | 0.022 | |
| Time (min) × Time (min) | 0.000 | 0.248 | 0.149 | |
| Temperature (°C) × Ethanol (%) | 0.044 | 0.046 | 0.001 | |
| Temperature (°C) × Time (min) | 0.003 | 0.780 | 0.031 | |
| Ethanol (%) × Time (min) | 0.236 | 0.009 | 0.000 | |
| Aqueous | ||||
| Constant | 0.536 | 0.899 | 0.000 | |
| Temperature (°C) | 0.001 | 0.011 | 0.000 | |
| Time (min) | 0.077 | 0.045 | 0.000 | |
| Temperature (°C) × Temperature (°C) | 0.005 | 0.000 | 0.000 | |
| Time (min) × Time (min) | 0.400 | 0.299 | 0.000 | |
| Temperature (°C) × Time (min) | 0.088 | 0.001 | 0.180 | |
TPC in mg GAE/g DW; ORAC in mg TE/g DW; Rosmarinic Acid in mg/L. GAE: Gallic Acid Equivalent; TE: trolox equivalent.
The optimal responses given by RSM for the two types of extractions.
| Extraction | Conditions | Response | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Temperature (°C) | Ethanol (%) | Time (min) | TPC | ORAC | Rosmarinic Acid | ||||
| Predicted | Actual | Predicted | Actual | Predicted | Actual | ||||
| Ethanolic | 75.94 | 51.88 | 14.8 | 26.71 | 27.05 | 145.03 | 115.96 | 13.29 | 11.024 |
| Aqueous | 98.28 | - | 22.07 | 26.02 | 22.27 | 120.33 | 81.6 | 4.09 | 3.9 |
GAE: Gallic Acid Equivalent; TE: trolox equivalent; TPC in mg GAE/g DW; ORAC in mg TE/g DW; Rosmarinic Acid in mg/L.
Figure 3The peroxide values for the emulsions: (a) Samples with extract; (b) Samples with extract and 0.2% BSA.
Figure 4Comparison between samples containing extract and extract plus BSA at 864 h.
Figure 5The p-anisidine values for the samples with BSA and without BSA.