| Literature DB >> 30847131 |
K D P P Gunathilake1,2, K K D S Ranaweera2, H P V Rupasinghe3.
Abstract
Response surface methodology has been used to optimize the extraction conditions for total phenolics and carotenoids from leaves of Centella asiatica. Solvent concentration (30%-100%), extraction temperature (30-60°C), and extraction time (30-90 min) were used as the independent variables. A second-order polynomial model produced a satisfactory fitting of the experimental data with regard to total phenolics (R 2 = 84.75%, p < 0.004) and carotenoid (R 2 = 78.74, p < 0.019) contents. The optimum extraction conditions of ethanol concentration, extraction temperature, and extraction time for phenolics were 6.1%, 70.2°C, and 110.5 min and for carotenoids, the optimum parameters were 100%, 70.2°C, and 110.5 min, respectively. The optimal predicted contents for total phenolics (9.03 mg Gallic Acid Equivalent (GAE)/g DW) and carotenoid (8.74 mg/g DW) values in the extracts were agreed with the experimental values obtained with optimum extraction conditions for each response, and also they possess significantly higher total antioxidant capacity.Entities:
Keywords: Centella asiatica leaves; carotenoids; phenolics; response surface methodology
Year: 2019 PMID: 30847131 PMCID: PMC6392829 DOI: 10.1002/fsn3.832
Source DB: PubMed Journal: Food Sci Nutr ISSN: 2048-7177 Impact factor: 2.863
Levels of extraction variables for experimental designs
| Independent variables | Level total polyphenol and carotenoid contents | ||||
|---|---|---|---|---|---|
| +1 | 0 | −1 | +1.682 | −1.682 | |
| X1: Ethanol (%) | 100 | 65 | 30 | 123.86 | 6.137 |
| X2: Temperature (°C) | 60 | 45 | 30 | 70.23 | 19.773 |
| X3: Time (min) | 90 | 60 | 30 | 110.45 | 9.546 |
Central composite design arrangement for extraction of polyphenols and carotenoids from Centella asiatica
| Run order | Ethanol% | Temperature (°C) | Time (min) | Polyphenols mg/g DW | Carotenoids mg/g DW |
|---|---|---|---|---|---|
| 1 | 30 | 60 | 90 | 4.13 | 0.71 |
| 2 | 123.9 | 45 | 60 | 1.43 | 2.44 |
| 3 | 65 | 45 | 9.5 | 3.06 | 1.93 |
| 4 | 30 | 30 | 90 | 3.64 | 0.73 |
| 5 | 65 | 45 | 60 | 3.43 | 2.17 |
| 6 | 65 | 45 | 60 | 3.99 | 2.37 |
| 7 | 65 | 45 | 60 | 2.27 | 3.64 |
| 8 | 65 | 19.8 | 60 | 4.31 | 2.47 |
| 9 | 100 | 30 | 30 | 1.54 | 2.45 |
| 10 | 65 | 45 | 110.5 | 3.72 | 2.75 |
| 11 | 65 | 45 | 60 | 3.24 | 2.76 |
| 12 | 30 | 60 | 30 | 3.57 | 1.11 |
| 13 | 30 | 30 | 30 | 3.31 | 0.98 |
| 14 | 100 | 30 | 90 | 1.61 | 2.57 |
| 15 | 65 | 45 | 60 | 3.38 | 2.5 |
| 16 | 65 | 70.2 | 60 | 4.09 | 2.71 |
| 17 | 6.1 | 45 | 60 | 2.98 | 0.89 |
| 18 | 100 | 60 | 90 | 2.24 | 3.47 |
| 19 | 100 | 60 | 30 | 1.65 | 2.61 |
| 20 | 65 | 45 | 60 | 3.42 | 2.23 |
Estimated regression coefficients of the second‐order polynomial equations for RSM analysis of total polyphenols and carotenoid extraction (uncoded) from Centella asiatica
| Polyphenols terms | Regression coefficients | Probability | Regression |
| Lack of fit |
|---|---|---|---|---|---|
| Constant | 4.31512 | 0.000 | 0.020 | 78.35% | 0.402 |
| Ethanol % | 0.0333913 | 0.001 | |||
| Temperature (°C) | −0.0891847 | 0.623 | |||
| Time (min) | 0.00964536 | 0.256 | |||
| Ethanol %*Ethanol % | −4.07814E‐04 | 0.010 | |||
| Temperature *Temperature (°C) | 040.000914520 | 0.220 | |||
| Time (min)*Time (min) | −8.95681E‐05‐ | 0.620 | |||
| Ethanol %*Temperature (°C) | 2.38095E‐06‐ | 0.995 | |||
| Ethanol %*Time (min) | 2.73810E‐ | 0.864 | |||
| Temperature (°C)*Time (min) | 050.000208333 | 0.667 | |||
| Carotenoids | |||||
| Constant | −0.299526 | 0.000 | 0.017 | 79.28% | 0.523 |
| Ethanol % | 0.0427033 | 0.000 | |||
| Temperature (°C) | 0.0152902 | 0.448 | |||
| Time (min) | 0.00668319 | 0.411 | |||
| Ethanol %*Ethanol % | −3.32569E‐04 | 0.017 | |||
| Temperature*Temperature (°C) | −3.57157E‐04 | 0.584 | |||
| Time (min)*Time (min) | −1.87499E‐04 | 0.262 | |||
| Ethanol %*Temperature (°C) | 0.000226190 | 0.547 | |||
| Ethanol %*Time (min) | 0.000194048 | 0.310 | |||
| Temperature (°C)*Time (min) | 0.000163889 | 0.707 | |||
Figure 1Pair wise response surface plots of polyphenol (mg GAE/g DW) extraction from Centella asiatica leaves as a function of ethanol %, extraction temperature, and time: Ethanol % was kept constant at 30% (a) and 100% (b); temperature of extraction was kept constant at 30°C (c) and 60°C (d); and the time of extraction was kept constant at 30 min (e) and 90 min (f)
Figure 2Pair wise response surface plots of the carotenoid (mg/g DW) extraction from Centella asiatica leaves as a function of ethanol %, extraction temperature, and time: Ethanol % was kept constant at 30% (a) and 100% (b); temperature of extraction was kept constant at 30°C (c) and 60°C (d); and the time of extraction was kept constant at 30 min (e) and 90 min (f)
Predicted values and experimental values of total polyphenols and carotenoids at the optimum extraction conditions
| Optimum extraction conditions | Predicted values (mg/g) | Experimental values (mg/g) | |||
|---|---|---|---|---|---|
| Polyhenols | Carotenoids | Polyphenols | Carotenoids | Polyphenols | Carotenoids |
| ETOH: 37% | ETOH: 100% | 4.71 | 3.55 | 4.58 ± 0.44 | 3.28 ± 0.39 |
| Temp: 70.2 °C | Temp: 70.2°C | ||||
| Time: 110.5 min | Time: 110.5 min | ||||