| Literature DB >> 32424702 |
Victor Oloruntoba Bankole1,2, Michael Oluwole Osungunna1,2, Claudia Regina Fernandes Souza1, Sergio Luiz Salvador1, Wanderley Pereira Oliveira3.
Abstract
This work aims to improve the functionality of Rosmarinus officinalis L. (rosemary) polyphenols by encapsulation in an optimized proliposome formulation. A 23 Box-Wilson central composite design (CCD) was employed to determine lone and interaction effects of composition variables on moisture content (Xp); water activity (Aw); concentration and retention of rosemary polyphenols-rosmarinic acid (ROA), carnosol (CAR), and carnosic acid (CNA); and recovery of spray-dried proliposomes (SDP). Processing conditions which generate proliposomes with optimum physicochemical properties were determined by multi-response analysis (desirability approach). Antioxidant and antifungal activities were evaluated by 1,1-diphenyl-2-picrylhydrazyl (DPPH•) sequestering and minimum inhibitory concentration (MIC)/minimum fungicidal concentration (MFC) assays, respectively. SDP exhibited high polyphenol retention, ranging from 62.0 to 100.0% w/w, showing dependence on composition variables and polyphenol lipophilicity. SDP recovery ranged from 20.1 to 45.8%, with Xp and Aw of 1.7 ± 0.14-2.5 ± 0.23% w/w and 0.30 ± 0.004-0.47 ± 0.003, respectively, evidencing product with good chemical and microbiological stability. Optimum liposomal composition was determined, namely, lipid concentration (4.26% w/w), lyophilized extract (LE) concentration (4.48% w/w), and drying aid:(lipid+extract) ratio (7.55% w/w) on wet basis. Relative errors between experimental and predicted values for SDP properties showed concurrence for all responses except CAR retention, being 22% lower. SDP showed high antioxidant activity with IC50 of 9.2 ± 0.2 μg/mL, superior to results obtained for LE (10.8 μg/mL) and butylated hydroxytoluene (BHT), a synthetic antioxidant (12.5 μg/mL). MIC and MFC against Candida albicans (ATCC1023) were 312.5 μg/mL and 1250 μg/mL, respectively, a moderate antimicrobial activity for phytochemical-based products. SDP is shown as a veritable tool to encapsulate hydrophilic and lipophilic rosemary polyphenols generating a product with optimal physicochemical and biological properties.Entities:
Keywords: antifungal activity; antioxidant activity; design of experiment; proliposomes; rosemary polyphenols; spray drying
Year: 2020 PMID: 32424702 PMCID: PMC7235052 DOI: 10.1208/s12249-020-01668-2
Source DB: PubMed Journal: AAPS PharmSciTech ISSN: 1530-9932 Impact factor: 3.246
Uncoded Variables and Their Respective Values
| Coded variables | Uncoded variables | Levels | ||||
|---|---|---|---|---|---|---|
| − 1.682 | − 1 | 0 | + 1 | + 1.682 | ||
| A | Lipid concentration (%) | 2.0 | 4.0 | 7.0 | 10.0 | 12.0 |
| B | Extract concentration (%) | 0.5 | 1.5 | 3.0 | 4.5 | 5.5 |
| C | Drying aid:(lipid+extract) ratio | 0.86 | 1.0 | 1.2 | 1.4 | 1.54 |
Nonrandomized Central Composite Design (CCD) Showing Levels of Coded Variables Used in Proliposome Preparation
| Formulation | Codes variables | ||
|---|---|---|---|
| Aa | Bb | Cc | |
| F1 | − 1.000 | − 1.000 | − 1.000 |
| F2 | 1.000 | − 1.000 | − 1.000 |
| F3 | − 1.000 | 1.000 | − 1.000 |
| F4 | 1.000 | 1.000 | − 1.000 |
| F5 | − 1.000 | − 1.000 | 1.000 |
| F6 | 1.000 | − 1.000 | 1.000 |
| F7 | − 1.000 | 1.000 | 1.000 |
| F8 | 1.000 | 1.000 | 1.000 |
| F9 | − 1.682 | 0.000 | 0.000 |
| F10 | 1.682 | 0.000 | 0.000 |
| F11 | 0.000 | − 1.682 | 0.000 |
| F12 | 0.000 | 1.682 | 0.000 |
| F13 | 0.000 | 0.000 | − 1.682 |
| F14 | 0.000 | 0.000 | 1.682 |
| F15 | 0.000 | 0.000 | 0.000 |
| F16 | 0.000 | 0.000 | 0.000 |
| F17 | 0.000 | 0.0000.000 | 0.000 |
w.b wet basis, d.b dry basis
Lipid concentration (% w/w, w.b.)
Extract concentration (% w/w, w.b.)
Drying aid:(lipid+extract) ratio (% w/w, d.b.)
Concentration of Polyphenol Markers in Lyophilized Extract of Rosemary
| Concentration of marker polyphenols (% w/w) | ||||
|---|---|---|---|---|
| CFAa | ROAb | CARc | CNAd | |
| Lyophilized extract | 0.06 ± 0.005 | 4.38 ± 0.02 | 3.69 ± 0.06 | 3.37 ± 0.06 |
Caffeic acid
Rosmarinic acid
Carnosol
Carnosic acid
Physicochemical Properties of Spray-Dried Proliposomes and Product Recovery (R) According to DoE
| Exp. runs | Concentration of marker compounds | Retention of marker compounds | |||||||
|---|---|---|---|---|---|---|---|---|---|
| ROAa (mg/100 g) | CARb (mg/100 g) | CNAc (mg/100 g) | ROAa (%) | CARb (%) | CNAc (%) | R | |||
| F1 | 2.92 ± 1.03 | 0.401 ± 0.004 | 579.9 ± 16.6 | 443.7 ± 9.0 | 355.7 ± 8.0 | 97.2 ± 2.8 | 88.1 ± 1.8 | 77.4 ± 1.7 | 38.6 |
| F2 | 2.68 ± 0.90 | 0.377 ± 0.006 | 245.9 ± 2.2 | 244.2 ± 5.8 | 180.2 ± 2.0 | 86.1 ± 0.8 | 101.3 ± 2.4 | 82.0 ± 0.9 | 45.8 |
| F3 | 2.06 ± 0.02 | 0.404 ± 0.006 | 1191.6 ± 25.8 | 814.1 ± 19.5 | 634.4 ± 4.2 | 102.9 ± 2.2 | 83.2 ± 2.0 | 71.1 ± 0.5 | 38.2 |
| F4 | 3.90 ± 0.03 | 0.453 ± 0.006 | 664.2 ± 6.8 | 479.9 ± 6.0 | 406.7 ± 2.6 | 97.8 ± 1.0 | 83.7 ± 1.0 | 77.8 ± 0.5 | 28.5 |
| F5 | 2.71 ± 1.07 | 0.365 ± 0.009 | 481.9 ± 3.4 | 432.6 ± 6.5 | 432.6 ± 6.5 | 432.6±6.5 | 103.0 ± 1.6 | 84.0 ± 0.9 | 43.0 |
| F6 | 2.50 ± 0.78 | 0.472 ± 0.003 | 215.1 ± 4.6 | 193.9 ± 4.9 | 168.3 ± 6.4 | 90.5 ± 1.9 | 96.6 ± 2.4 | 91.9 ± 3.5 | 40.9 |
| F7 | 1.98 ± 0.04 | 0.430 ± 0.004 | 975.1 ± 11.3 | 611.8 ± 7.0 | 551.5 ± 2.0 | 101.0 ± 1.2 | 75.1 ± 0.9 | 74.2 ± 0.3 | 40.7 |
| F8 | 2.06 ± 0.04 | 0.349 ± 0.002 | 549.3 ± 3.9 | 395.1 ± 8.3 | 371.8 ± 6.6 | 97.1 ± 0.7 | 82.7 ± 1.7 | 85.3 ± 1.5 | 28.1 |
| F9 | 2.05 ± 0.00 | 0.301 ± 0.004 | 1281.9 ± 18.1 | 630.8 ± 3.9 | 614.1 ± 9.9 | 106.4 ± 1.5 | 62.0 ± 0.4 | 66.2 ± 1.1 | 34.3 |
| F10 | 3.12 ± 0.22 | 0.397 ± 0.007 | 369.0 ± 3.1 | 309.3 ± 4.5 | 265.0 ± 1.5 | 93.0 ± 0.8 | 92.4 ± 1.3 | 86.8 ± 0.5 | 20.1 |
| F11 | 3.04 ± 0.17 | 0.402 ± 0.004 | 80.9.0 ± 3.3 | 150.7 ± 0.9 | 81.7 ± 2.2 | 63.8 ± 2.6 | 104.6 ± 0.9 | 83.6 ± 2.2 | 24.1 |
| F12 | 1.96 ± 0.01 | 0.370 ± 0.004 | 916.0 ± 16.0 | 546.3 ± 3.9 | 487.0 ± 5.2 | 104.4 ± 1.8 | 73.8 ± 0.5 | 72.1 ± 0.8 | 29.5 |
| F13 | 1.95 ± 0.04 | 0.429 ± 0.015 | 699.6 ± 5.1 | 519.5 ± 4.8 | 459.6 ± 5.5 | 99.3 ± 0.1 | 87.4 ± 0.1 | 84.7 ± 1.0 | 39.0 |
| F14 | 2.50 ± 0.19 | 0.411 ± 0.015 | 510.1 ± 12.0 | 368.7 ± 4.8 | 343.8 ± 7.3 | 98.5 ± 2.3 | 84.4 ± 1.1 | 86.3 ± 1.8 | 40.1 |
| F15 | 1.83 ± 0.13 | 0.372 ± 0.020 | 585.4 ± 6.5 | 425.9 ± .3 | 364.1 ± 7.0 | 98.1 ± 1.1 | 88.5 ± 1.4 | 79.2 ± 1.5 | 33.5 |
| F16 | 1.94 ± 0.07 | 0.370 ± 0.014 | 580.9 ± 7.2 | 465.6 ± 6.2 | 369.3 ± 2.6 | 97.3 ± 1.2 | 88.4 ± 1.2 | 80.4 ± 0.6 | 32.5 |
| F17 | 1.77 ± 0.16 | 0.395 ± 0.00 | 578.8 ± 6.0 | 441.8 ± 3.3 | 381.3 ± 2.5 | 97.0 ± 1.0 | 87.7 ± 0.7 | 81.0 ± 0.5 | 32.7 |
R product (SDP) recovery from spray drying process, Xp moisture content, A water activity
Rosmarinic acid
Carnosol
Carnosic acid
Regression Coefficients and Their Statistical Significance Levels for Product Properties and Product Recovery (R)
| Input factors (lone/interacting) | Concentration of marker compounds | Retention of marker compounds | R | ||||||
|---|---|---|---|---|---|---|---|---|---|
| ROAa (mg/100 g) | CARb (mg/100 g) | CNAc (mg/100 g) | ROAa (%) | CARb (%) | CNAc (%) | ||||
| 1.837* | 0.402* | 116.776* | 88.472* | 73.005* | 97.342* | 88.284* | 80.157* | 32.451* | |
| 0.239*** | − 0.001 | − 45.242* | − 22.403* | − 19.385* | − 3.587*** | 4.827*** | 4.741* | − 3.011 | |
| 0.290*** | 0.009 | 15.738* | 3.249 | 5.187* | 1.268 | − 4.116 | − 1.192 | − 0.479 | |
| − 0.193 | − 0.008 | 47.765* | 24.194* | 23.725* | 7.058* | − 12.941* | − 3.383* | − 1.744 | |
| 0.260*** | 0.004 | − 7.387*** | − 5.343** | − 5.788* | − 4.261** | 6.494*** | − 0.715 | − 0.624 | |
| − 0.101 | 0.000 | − 11.404* | − 8.819* | − 5.249* | 0.013 | − 0.292 | 2.175** | 0.249 | |
| 0.161 | 0.023** | 0.136 | 1.418 | 2.513** | 0.983 | − 1.050 | 1.994** | 3.877*** | |
| 0.296*** | 0.023** | − 8.809*** | − 2.817 | − 1.958*** | 1.061 | 0.162 | 0.674 | − 3.408 | |
| − 0.216 | − 0.015 | 4.220 | 1.963 | 1.748*** | 0.710 | − 1.565 | 0.965 | − 1.515 | |
| − 0.192 | 0.025** | − 5.070 | − 5.643*** | − 1.801*** | − 0.832 | − 2.424 | − 0.740 | 0.321 | |
| Adj. | 0.751 | 0.824 | 0.967 | 0.951 | 0.744 | 0.720 | 0.853 | 0.645 | |
R product (SDP) recovery from spray drying process, X moisture content, A water activity, a0 to a23 regression coefficients
*Effect significant at p ≤ 0.01; **effect significant at p ≤ 0.05; ***effect significant at p ≤ 0.1
A, Lipid concentration (% w/w); B, extract concentration (% w/w); C, drying aid:(lipid+extract) ratio
Rosmarinic acid
Carnosol
Carnosic acid
Fig. 1Results of the retention of ROA, CAR, and CNA for all experimental runs
Fig. 2Standardized Pareto charts of studied variables’ effects, respectively, on total content of a ROA, b CAR, and c CNA in the SDP
Fig. 3Standardized Pareto charts of studied variables’ effects, respectively, on retention of a ROA, b CAR, and c CNA in SDP
Fig. 4Response surface plots for the total content of ROA, CAR, and CNA in SDP as a function of the significant variables
Fig. 5Response surface plots for the retention of ROA, CAR, and CNA in SDP as a function of the significant variables
Particle Properties of Liquid Liposome Formulation (LLF) vs Hydrated Spray-Dried Proliposome (HSDP) Encapsulating Rosemary Polyphenols (Nonrandomized Central Composite Design)
| Formulation runs | Particle diameter (nm) | Polydispersity index (PDI) (−) | Zeta potential (ZP) (mV) | |||
|---|---|---|---|---|---|---|
| LLF | HSDP | LLF | HSDP | LLF | HSDP | |
| F1 | 1818 ± 350 | 2531 ± 521 | 1.00 ± 0.00 | 0.70 ± 0.13 | − 38.4 ± 1.1 | − 28.5 ± 1.2 |
| F2 | 1307 ± 49 | 1478 ± 94 | 0.89 ± 0.05 | 0.96 ± 0.04 | − 43.6 ± 0.8 | − 24.7 ± 2.1 |
| F3 | 1045 ± 223 | 2398 ± 418 | 1.00 ± 0.00 | 1.00 ± 0.00 | − 34 ± 4.3 | − 20.7 ± 1.6 |
| F4 | 1724 ± 113 | 4530 ± 774 | 0.88 ± 0.03 | 0.34 ± 0.07 | − 33.1 ± 2.2 | − 24.0 ± 1.8 |
| F5 | 2909 ± 478 | 3299 ± 406 | 1.00 ± 0.00 | 0.53 ± 0.06 | − 35.1 ± 2.7 | − 22.7 ± 3.2 |
| F6 | 836 ± 27 | 1661 ± 153 | 0.65 ± 0.09 | 0.83 ± 0.27 | − 37.8 ± 0.9 | − 24.4 ± 0.9 |
| F7 | 874 ± 124 | 3144 ± 287 | 1.00 ± 0.00 | 0.69 ± 0.04 | − 27.8 ± 3.1 | − 20.6 ± 0.8 |
| F8 | 1835 ± 202 | 3150 ± 387 | 0.92 ± 0.08 | 0.46 ± 0.04 | − 31.4 ± 1.5 | − 20.2 ± 0.7 |
| F9 | 831 ± 130 | 2878 ± 176 | 0.88 ± 0.09 | 0.64 ± 0.14 | − 31.6 ± 2.7 | − 27.9 ± 2.2 |
| F10 | 1776 ± 191 | 1721 ± 309 | 0.63 ± 0.20 | 0.83 ± 0.19 | − 37.5 ± 0.4 | − 25.7 ± 1.0 |
| F11 | 668 ± 122 | 1692 ± 254 | 0.92 ± 0.08 | 1.00 ± 0.00 | − 34.0 ± 1.6 | − 26.2 ± 1.0 |
| F12 | 734 ± 90 | 2578 ± 330 | 0.98 ± 0.03 | 1.00 ± 0.00 | − 33.5 ± 2.4 | − 28.4 ± 0.4 |
| F13 | 2371 ± 195 | 3922 ± 732 | 0.93 ± 0.13 | 0.58 ± 0.06 | − 35.8 ± 2.6 | − 32.2 ± 1.0 |
| F14 | 1750 ± 180 | 2872 ± 321 | 0.86 ± 0.06 | 0.88 ± 0.21 | − 34.2 ± 3.1 | − 31.3 ± 1.3 |
| F15 | 3006 ± 297 | 4166 ± 308 | 1.00 ± 0.00 | 0.97 ± 0.05 | − 40.5 ± 2.5 | − 29.3 ± 1.6 |
| F16 | 2541 ± 199 | 4292 ± 457 | 1.00 ± 0.00 | 0.86 ± 0.24 | − 33.8 ± 1.5 | − 30.9 ± 0.6 |
| F17 | 2646 ± 408 | 4064 ± 589 | 0.61 ± 0.02 | 0.89 ± 0.12 | − 41.7 ± 1.7 | − 27.9 ± 1.5 |
Optimized Processing Conditions for SDP Production, Coded and Uncoded Values
| Factor | Coded value | Uncoded value |
|---|---|---|
| Lipid concentration (% w/w, w.b.) | − 0.841 | 4.26 |
| Extract concentration (% w/w, w.b.) | + 0.841 | 4.48 |
| Drying aid:(lipid+extract) ratio (% w/w d.b.) | − 1.682 | 0.86 |
w.b wet basis, d.b dry basis
Predicted and Experimental Values of Quality Attributes of SDP at Optimum Points
| Quality attribute | Experimental value | Predicted value | Relative error (%) |
|---|---|---|---|
| Water activity (−) | 0.387 ± 0.012 | 0.402 | − 3.9 |
| Moisture content (% w/w) | 2.03 ± 0.14 | 1.84 | 9.4 |
| ROA retention (% w/w) | 100.0 ± 2.5 | 97.3 | 2.7 |
| CAR retention (% w/w) | 72.0 ± 6.6 | 88.3 | − 22.7 |
| CNA retention (% w/w) | 83.1 ± 4.4 | 80.2 | 3.5 |
| ROA content (mg/100 g) | 615 + 23 | 583.9 | 5.1 |
| CAR content (mg/100 g) | 431.0 + 9.5 | 442.3 | − 2.6 |
| CNA content (mg/100 g) | 375 + 13 | 371.7 | 1.0 |
ROA rosmarinic acid, CAR carnosol, CNA carnosic acid
IC50 Values and DPPH• Inhibition Capacity of the SDP, Compared With LE, the Synthetic Antioxidants (BHT and BHA), and Quercetin
| Sample | IC50 (μg/mL)a | Inhibition (%) |
|---|---|---|
| LE | 10.8 ± 0.3* | 89.0 ± 0.1 |
| SDP | 9.2 ± 0.2* | 83.1 ± 0.9 |
| BHT | 12.5 ± 0.6* | 88.2 ± 0.2 |
| BHA | 3.0 ± 0.2* | 85.8 ± 0.8 |
| QCT | 1.0 ± 0.1* | 86.3 ± 0.9 |
LE lyophilized rosemary extract, SDP spray-dried proliposome, BHT butylated hydroxytoluene, BHA butylated hydroxyanisole, QCT Quercetin
Antioxidant activity by the DPPH• method, expressed as IC50
*p < 0.05 is the statistical difference determined by one-way ANOVA followed by Tukey’s post-hoc test
In Vitro Sensitivity of Candida albicans to Rosemary Lyophilized Extract (LE), Hydrated Spray-Dried Proliposome (HSDP), Rosmarinic Acid (ROA) and Terbinafine (Positive Controls), Methanol (Solvent Control) and 0.9 w/v Saline Solution (Negative Controls), Determined by Broth Microdilution Method
| Test sample | MICc (μg/mL) | MFCd (μg/mL) |
|---|---|---|
| Pure LEa | 312.5 | 1250 |
| HSDPb (sonicated) | 312.5 | 1250 |
| HSDPb (not sonicated) | 312.5 | 1250 |
| Rosmarinic acid | > 1250 | > 1250 |
| Terbinafine | ≤ 0.4883 | 0.9766 |
| Methanol | > 12.5% | > 12.5% |
| 0.9 w/v saline solution | na* | na* |
Lyophilized extract of rosemary
Hydrated spray-dried proliposome
Minimum inhibitory concentration
Minimum fungicidal concentration
*na “no activity” observed against tested microorganism