Formulations, Hemolytic and Pharmacokinetic Studies on Saikosaponin a and Saikosaponin d Compound Liposomes
Abstract
:1. Introduction
2. Results and Discussion
2.1. Hemolysis Test in Japanese Big Ear Rabbit RBCs
Demulsifier | The Amount Added (mL) | The Rate of Change of Absorbance (%) |
---|---|---|
10% X-triton | 0.1 | 0.94 |
isopropyl alcohol | 0.7 | 61.06 |
absolute ethyl alcohol | 2.0 | 30.15 |
2.2. Design of Experiments
2.2.1. Screening Study
2.2.2. Optimisation Study
Variable No. | Factors | Unit | Lower Level(-1) | Higher Level(+1) |
---|---|---|---|---|
X1 | EPC/SSa-SSd | g/g | 10 | 40 |
X2 | EPC/Chol | g/g | 4 | 10 |
X3 | Water bath temperature | °C | 40 | 70 |
X4 | pH of different PBS | - | 6.5 a | 7.4 b |
X5 | Ultrasound time | min | 10 | 20 |
Standard No. | Run | Process Factors | Response Values | |||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
X1 | X2 | X3 | X4 | X5 | EESSa% | EESSd% | HM% | MD (nm) | PDI | |||||||||||
1 | 1 | 1 | 1 | −1 | 1 | 1 | 74.24 | 77.72 | 85.99 | 251 | 0.246 | |||||||||
2 | 7 | 1 | −1 | −1 | −1 | 1 | 65.87 | 66.97 | 48.28 | 167 | 0.213 | |||||||||
3 | 6 | −1 | −1 | −1 | 1 | −1 | 51.79 | 53.98 | 0.88 | 325 | 0.314 | |||||||||
4 | 12 | −1 | −1 | −1 | −1 | −1 | 42.34 | 47.36 | 7.26 | 222 | 0.271 | |||||||||
5 | 10 | −1 | 1 | 1 | 1 | −1 | 45.16 | 49.76 | 90.72 | 411 | 0.334 | |||||||||
6 | 8 | 1 | 1 | −1 | −1 | −1 | 76.56 | 76.39 | 84.19 | 280 | 0.417 | |||||||||
7 | 11 | 1 | −1 | 1 | 1 | 1 | 68.81 | 67.79 | 29.78 | 158 | 0.231 | |||||||||
8 | 4 | −1 | 1 | −1 | 1 | 1 | 53.94 | 56.28 | 93.27 | 228 | 0.256 | |||||||||
9 | 9 | 1 | 1 | 1 | −1 | −1 | 59.32 | 60.81 | 90.32 | 198 | 0.279 | |||||||||
10 | 2 | −1 | 1 | 1 | −1 | 1 | 39.62 | 40.49 | 88.93 | 248 | 0.246 | |||||||||
11 | 3 | 1 | −1 | 1 | 1 | −1 | 70.57 | 73.15 | 6.12 | 294 | 0.338 | |||||||||
12 | 5 | −1 | −1 | 1 | −1 | 1 | 36.59 | 40.44 | 3.31 | 316 | 0.226 | |||||||||
Souce | EESSa% | EESSd% | HM% | MD (nm) | PDI | |||||||||||||||
F | p -value | F | p -value | F | p -value | F | p -value | F | p -value | |||||||||||
model | 33.34 | 0.0003 | 45.79 | 0.0001 | 18.09 | 0.0015 | 1.57 | 0.2975 | 3.03 | 0.1051 | ||||||||||
X1 | 139.45 | <0.0001 | 182.92 | <0.0001 | 1.64 | 0.2475 | 3.25 | 0.1216 | 0.27 | 0.6233 | ||||||||||
X2 | 1.08 | 0.3378 | 1.40 | 0.2816 | 86.43 | <0.0001 | 0.37 | 0.5678 | 1.55 | 0.2601 | ||||||||||
X3 | 13.06 | 0.0112 | 21.63 | 0.0035 | 0.051 | 0.8281 | 0.46 | 0.5220 | 0.18 | 0.6867 | ||||||||||
X4 | 12.80 | 0.0117 | 21.59 | 0.0035 | 0.11 | 0.7530 | 1.14 | 0.3264 | 0.20 | 0.6683 | ||||||||||
X5 | 0.29 | 0.6090 | 1.40 | 0.2816 | 2.21 | 0.1873 | 2.64 | 0.1556 | 12.93 | 0.0114 |
Variable No. | Factors | Unit | Lower Level(−1) | Higher Level(+1) |
---|---|---|---|---|
X1 | EPC/SSa-SSd | g/g | 10 | 40 |
X2 | EPC/Chol | g/g | 4 | 10 |
X3 | Water bath temperature | °C | 40 | 70 |
Fixed | pH of PBS | - | 7.4 | |
Fixed | Ultrasound time | min | 15 |
Standard No. | Run | Process Factors | Response Values | |||||
---|---|---|---|---|---|---|---|---|
X1 | X2 | X3 | EESSa% | EESSd% | HM% | |||
1 | 9 | 10 | 4 | 55 | 56.85 | 57.60 | 35.46 | |
2 | 6 | 40 | 4 | 55 | 77.65 | 75.20 | 61.53 | |
3 | 1 | 10 | 10 | 55 | 43.98 | 48.44 | 70.33 | |
4 | 11 | 40 | 10 | 55 | 74.70 | 80.98 | 92.09 | |
5 | 16 | 10 | 7 | 40 | 54.26 | 55.73 | 69.03 | |
6 | 3 | 40 | 7 | 40 | 80.70 | 81.08 | 75.94 | |
7 | 2 | 10 | 7 | 70 | 40.61 | 42.00 | 42.45 | |
8 | 7 | 40 | 7 | 70 | 50.88 | 55.68 | 69.63 | |
9 | 10 | 25 | 4 | 40 | 79.15 | 83.85 | 31.2 | |
10 | 17 | 25 | 10 | 40 | 68.43 | 69.12 | 58.11 | |
11 | 5 | 25 | 4 | 70 | 50.83 | 58.23 | 3.65 | |
12 | 15 | 25 | 10 | 70 | 44.37 | 47.27 | 49.33 | |
13 | 12 | 25 | 7 | 55 | 76.46 | 81.10 | 38.87 | |
14 | 8 | 25 | 7 | 55 | 81.40 | 80.57 | 37.94 | |
15 | 4 | 25 | 7 | 55 | 77.93 | 79.22 | 40.8 | |
16 | 14 | 25 | 7 | 55 | 80.13 | 85.30 | 41.1 | |
17 | 13 | 25 | 7 | 55 | 79.69 | 79.03 | 38.37 |
Response | Source | Sum of Squares | df | Mean Square | f-Value | p-value | Model |
---|---|---|---|---|---|---|---|
EESSa% | Model | 3677.45 | 7 | 525.35 | 57.88 | <0.0001 | significant |
X1 | 972.84 | 1 | 972.84 | 107.19 | <0.0001 | ||
X2 | 136.20 | 1 | 136.20 | 15.01 | 0.0038 | ||
X3 | 1148.71 | 1 | 1148.71 | 126.56 | <0.0001 | ||
X1X3 | 65.32 | 1 | 65.32 | 7.20 | 0.0251 | ||
X21 | 417.37 | 1 | 417.37 | 45.99 | <0.0001 | ||
X22 | 145.16 | 1 | 145.16 | 15.99 | 0.0031 | ||
X23 | 663.62 | 1 | 663.62 | 73.12 | <0.0001 | ||
Residual | 81.69 | 9 | 9.08 | ||||
Lack of Fit | 66.65 | 5 | 13.33 | 3.55 | 0.1219 | not significant | |
Pure Error | 15.04 | 4 | 3.76 | ||||
Cor Total | 3759.14 | 16 | |||||
EESSd% | Model | 3307.86 | 6 | 551.31 | 26.83 | <0.0001 | significant |
X1 | 993.77 | 1 | 993.77 | 48.36 | <0.0001 | ||
X2 | 105.70 | 1 | 105.7 | 5.14 | 0.0467 | ||
X3 | 937.44 | 1 | 937.44 | 45.62 | <0.0001 | ||
X21 | 485.75 | 1 | 485.75 | 23.64 | 0.0007 | ||
X22 | 94.94 | 1 | 94.94 | 4.62 | 0.0571 | ||
X23 | 574.32 | 1 | 574.32 | 27.95 | 0.0004 | ||
Residual | 205.49 | 10 | 20.55 | ||||
Lack of Fit | 179.73 | 6 | 29.95 | 4.65 | 0.0793 | not significant | |
Pure Error | 25.76 | 4 | 6.44 | ||||
Cor Total | 3513.35 | 16 | |||||
HM% | Model | 7063.03 | 6 | 1177.17 | 150.97 | <0.0001 | significant |
X1 | 838.86 | 1 | 838.86 | 107.58 | <0.0001 | ||
X2 | 2381.19 | 1 | 2381.19 | 305.37 | <0.0001 | ||
X3 | 598.93 | 1 | 598.93 | 76.81 | <0.0001 | ||
X1X3 | 102.72 | 1 | 102.72 | 13.17 | 0.0046 | ||
X2X3 | 88.08 | 1 | 88.08 | 11.30 | 0.0072 | ||
X21 | 3053.26 | 1 | 3053.26 | 391.56 | <0.0001 | ||
Residual | 77.98 | 10 | 7.80 | ||||
Lack of Fit | 69.65 | 6 | 11.61 | 5.58 | 0.0590 | not significant | |
Pure Error | 8.32 | 4 | 2.08 | ||||
Cor Total | 7141.00 | 16 |
2.2.3. Desirability Optimisation
Name | Goal | Lower Limit | Upper Limit |
---|---|---|---|
the EPC/SSa-SSd ratio (g/g) | Is in a rang | 10 | 40 |
The EPC/Chol ratio (g/g) | Is in a rang | 4 | 10 |
the water bath temperature (°C) | Is in a rang | 40 | 70 |
Entrapment efficiency of SSa (%) | Maximize | 40.61 | 81.40 |
Entrapment efficiency of SSd (%) | Maximize | 42.00 | 85.30 |
The hemolysis (%) | Minimize | 3.65 | 92.09 |
2.2.4. Verification
Dependent Variable | Predicted Value | Observed Value | Bias */% |
---|---|---|---|
EESSa/% (Y1) | 81.40 | 79.87 | 1.88 |
EESSd/% (Y2) | 83.43 | 86.19 | −3.31 |
HM/% (Y3) | 26.37 | 25.16 | 4.59 |
2.3. Pharmacokinetic Studies of SSa-SSd-Lip
2.3.1. Method Validation
Matrix Effect and Recovery
Compounds | Nominal Concentration (ng/mL) | Recovery (%) | RSD (%) | IS Normalized Matrix Factor (%) | RSD (%) |
---|---|---|---|---|---|
SSa | 5.00 | 92.3 | 12.3 | 0.97 | 9.4 |
300 | 93.5 | 5.7 | 0.94 | 8.7 | |
1500 | 92.7 | 6.9 | 0.92 | 3.6 | |
SSd | 5.00 | 91.6 | 13.4 | 0.96 | 11.2 |
300 | 95.4 | 7.2 | 0.89 | 8.3 | |
1500 | 93.5 | 8.0 | 0.93 | 5.0 | |
IS | 1000 | 92.9 | 7.7 |
Linearity, Sensitivity, Carryover and Specificity
Precision and Accuracy
Dilution Integrity
Statistical Variable | SSa | SSd | ||||||
---|---|---|---|---|---|---|---|---|
Nominal concentration (ng/mL) | 5.00 | 300 | 1500 | 15,000 | 5.00 | 300 | 1500 | 15,000 |
Mean(ng/mL) | 4.87 | 307 | 1469 | 16,327 | 4.78 | 296 | 1488 | 15,460 |
RSD (%) | 4.3 | 5.2 | 7.1 | 8.5 | 5.9 | 4.6 | 4.5 | 7.4 |
Accuracy (%) | 97.4 | 102.3 | 97.9 | 108.8 | 95.6 | 98.7 | 99.2 | 103.1 |
RE (%) | −2.6 | 2.3 | −2.1 | 8.8 | −4.4 | −1.3 | −0.8 | 3.1 |
Statistical Variable | SSa | SSd | ||||||
---|---|---|---|---|---|---|---|---|
Nominal concentration(ng/mL) | 5.00 | 300 | 1500 | 15,000 | 5.00 | 300 | 1500 | 15,000 |
Mean(ng/mL) | 4.91 | 286 | 1537 | 14269 | 5.14 | 293 | 1490 | 15,540 |
RSD (%) | 5.0 | 5.3 | 5.5 | 7.1 | 3.6 | 4.8 | 5.2 | 6.9 |
Accuracy (%) | 98.2 | 95.3 | 102.5 | 95.1 | 102.8 | 97.7 | 99.3 | 103.6 |
RE (%) | −1.8 | −4.7 | 2.5 | −4.9 | 2.8 | −2.3 | −0.7 | 3.6 |
Stability
2.3.2. Pharmacokinetic Study
Parameter | SSa-SSd-Liposome | SSa-SSd-Solution | ||
---|---|---|---|---|
SSa | SSd | SSa | SSd | |
T1/2β (min) | 399.8 ± 23.7 | 346.8 ± 34.1 | 127.9 ± 22.4 | 140.3 ± 19.8 |
MRT (min) | 233.9 ± 53.2 | 228.2 ± 35.9 | 126.1 ± 17.9 | 141.5 ± 11.5 |
Vc (mL/kg) | 1404.7 ± 87.2 | 1301.3 ± 74.8 | 2050.9 ± 328.2 | 2015.2 ± 268.0 |
CL (mL·mg/min) | 2.4 ± 0.37 | 2.6 ± 0.33 | 11.3 ± 2.58 | 10.0 ± 3.76 |
AUC0–t (μg·min/mL) | 291.0 ± 67.5 | 290.8 ± 86.9 | 87.3 ± 20.1 | 96.7 ± 15.4 |
AUC0–∞ (μg·min/mL) | 410.6 ± 79.3 | 384.5 ± 103.4 | 90.0 ± 18.3 | 100.4 ± 37.4 |
3. Experimental Section
3.1. Materials
3.2. Preparation of Liposomes
3.3. Hemolysis Assay
3.3.1. The Choice of Co-Solvent
3.3.2. The Choice of Emulsion-Breaker
3.4. Determination of Entrapment Efficiency (EE%)
3.5. Particle Size
3.6. Design of Experiments
3.6.1. Screening Study
3.6.2. Optimisation Study
3.7. Pharmacokinetic Studies of SSa-SSd-Lip
3.7.1. Chromatographic Conditions
3.7.2. Mass Spectrometric Conditions
3.7.3. Preparation of Stock and Working Solutions, Calibration Standards and Quality Control Samples
3.7.4. Sample Preparation
3.7.5. Bioanalytical Method Validation
4. Conclusions
Acknowledgments
Author Contributions
Conflicts of Interest
References
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Zhang, G.-S.; Hu, P.-Y.; Li, D.-X.; He, M.-Z.; Rao, X.-Y.; Luo, X.-J.; Wang, Y.-S.; Wang, Y.-R. Formulations, Hemolytic and Pharmacokinetic Studies on Saikosaponin a and Saikosaponin d Compound Liposomes. Molecules 2015, 20, 5889-5907. https://doi.org/10.3390/molecules20045889
Zhang G-S, Hu P-Y, Li D-X, He M-Z, Rao X-Y, Luo X-J, Wang Y-S, Wang Y-R. Formulations, Hemolytic and Pharmacokinetic Studies on Saikosaponin a and Saikosaponin d Compound Liposomes. Molecules. 2015; 20(4):5889-5907. https://doi.org/10.3390/molecules20045889
Chicago/Turabian StyleZhang, Guo-Song, Peng-Yi Hu, Dong-Xun Li, Ming-Zhen He, Xiao-Yong Rao, Xiao-Jian Luo, Yue-Sheng Wang, and Yu-Rong Wang. 2015. "Formulations, Hemolytic and Pharmacokinetic Studies on Saikosaponin a and Saikosaponin d Compound Liposomes" Molecules 20, no. 4: 5889-5907. https://doi.org/10.3390/molecules20045889
APA StyleZhang, G. -S., Hu, P. -Y., Li, D. -X., He, M. -Z., Rao, X. -Y., Luo, X. -J., Wang, Y. -S., & Wang, Y. -R. (2015). Formulations, Hemolytic and Pharmacokinetic Studies on Saikosaponin a and Saikosaponin d Compound Liposomes. Molecules, 20(4), 5889-5907. https://doi.org/10.3390/molecules20045889