| Literature DB >> 29212229 |
Dong Woo Yeom1, Bo Ram Chae1,2, Jin Han Kim1, Jun Soo Chae1, Dong Jun Shin1, Chang Hyun Kim1, Sung Rae Kim1, Ji Ho Choi1, Seh Hyon Song2, Dongho Oh2, Se Il Sohn2, Young Wook Choi1.
Abstract
In order to improve the dissolution and oral bioavailability of valsartan (VST), and reduce the required volume for treatment, we previously formulated a supersaturable self-microemulsifying drug delivery system (SuSMEDDS) composed of VST (80 mg), Capmul® MCM (13.2 mg), Tween® 80 (59.2 mg), Transcutol® P (59.2 mg), and Poloxamer 407 (13.2 mg). In the present study, by using Florite® PS-10 (119.1 mg) and Vivapur® 105 (105.6 mg) as solid carriers, VST-loaded solidified SuSMEDDS (S-SuSMEDDS) granules were successfully developed, which possessed good flow properties and rapid drug dissolution. By introducing croscarmellose sodium (31 mg) as a superdisintegrant, S-SuSMEDDS tablets were also successfully formulated, which showed fast disintegration and high dissolution efficiency. Preparation of granules and tablets was successfully optimized using D-optimal mixture design and 3-level factorial design, respectively, resulting in percentage prediction errors of <10%. In pharmacokinetic studies in rats, the relative bioavailability of the optimized granules was 107% and 222% of values obtained for SuSMEDDS and Diovan® powder, respectively. Therefore, we conclude that novel S-SuSMEDDS formulations offer great potential for developing solid dosage forms of a liquefied formulation such as SuSMEDDS, while improving oral absorption of drugs with poor water solubility.Entities:
Keywords: SMEDDS; optimization; solid carrier; tablet; valsartan
Year: 2017 PMID: 29212229 PMCID: PMC5706875 DOI: 10.18632/oncotarget.21691
Source DB: PubMed Journal: Oncotarget ISSN: 1949-2553
Figure 1Flow property changes in the S-SuSMEDDS formulation against the ratio of solid carriers to SuSMEDDS
Arrow indicates the critical point representing a constant flow property (CSR). (A) Silica-based adsorbents. (B) Cellulose-based diluents. (C) Saccharide-based diluents.
Solid carrier screening for the solidification of SuSMEDDS
| Silica-based adsorbents | Cellulose-based diluents | Saccharide-based diluents | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Sylysia® 350 | Neusilin® US2 | Florite® PS-10 | HPC | Vivapur® 105 | L-HPC | Lactose | Starch® 1500 | Maltodextrin | |
| SuSMEDDSa | 224.8 | 224.8 | 224.8 | 224.8 | 224.8 | 224.8 | 224.8 | 224.8 | 224.8 |
| Solid carrier | 112.3 | 110.1 | 89.9 | 606.6 | 404.4 | 381.9 | 1347.9 | 808.7 | 898.6 |
| Total | 337.1 | 334.9 | 314.7 | 831.4 | 629.2 | 606.7 | 1572.7 | 1033.5 | 1123.4 |
| Droplet size (nm) | 147.7 ± 9.1 | 120.0 ± 7.1 | 146.4 ± 1.1 | 130.5 ± 4.4 | 151.9 ± 9.4 | 168.1 ± 8.2 | 151.5 ± 3.6 | 145.6 ± 2.2 | 121.2 ± 56.6 |
| PDI | 0.36 ± 0.05 | 0.41 ± 0.05 | 0.42 ± 0.11 | 0.57 ± 0.09 | 0.21 ± 0.03 | 0.47 ± 0.05 | 0.52 ± 0.55 | 0.49 ± 0.06 | 0.74 ± 0.07 |
| Drug content (%) | 93.7 ± 1.0 | 94.5 ± 2.5 | 94.1 ± 3.1 | 101.4 ± 6.6 | 98.6 ± 4.0 | 102.4 ± 2.6 | 99.6 ± 5.6 | 104.9 ± 3.4 | 98.2 ± 2.9 |
| CSR (g/mL) | 0.5 | 0.49 | 0.4 | 2.7 | 1.8 | 1.7 | 6 | 3.6 | 4 |
| DE (%)c | 40.6 ± 2.5 | 46.3 ± 1.7 | 46.5 ± 2.5 | 56.3 ± 1.6 | 66.3 ± 2.1 | 55.4 ± 0.5 | 48.1 ± 1.1 | 48.9 ± 2.1 | 50.4 ± 2.8 |
aSuSMEDDS composed of VST (80 mg), Capmul® MCM (13.2 mg), Tween® 80 (59.2 mg), Transcutol® P (59.2 mg), and Poloxamer 407 (13.2 mg) was formulated based on the earlier report [1]. bValues are presented as the mean ± SD (n = 3). cDissolution efficiency (DE) was calculated using the trapezoidal rule as follows: , where y is the percentage of dissolved product [42].
Abbreviations: SuSMEDDS, supersaturable self-microemulsifying drug delivery system; HPC, hydroxypropyl cellulose; L-HPC, low-substituted hydroxypropyl cellulose; PDI, polydispersity index; CSR, critical solidifying ratio.
Variables used for the optimization of S-SuSMEDDS granules and tablets, using D-optimal mixture design and 3-LFD, respectively
| Type | Variables | Responses | ||||
|---|---|---|---|---|---|---|
| Formulation variables | Level used | Response variables | Target | |||
| S-SuSMEDDS granules | X1 = Florite® PS-10(%) | 0 100 | Y1 = CSR (g/mL) | Minimize | ||
| X2 = Vivapur® 105 (%) | 0 100 | Y2 = D15 (%) | Maximize | |||
| S-SuSMEDDS tablets | X1 = Compression force (kgf) | 500 | 1250 | 2000 | Y1 = Hardness (N) | > 50 |
| X2 = Concentration of superdisintegrant (%) | 2 | 5 | 8 | Y2 = Disint%(%) | Maximize | |
| X3 = Type of superdisintegrant | CS | KC | SSG | Y3 = DE (%) | Maximize | |
| Y4 = Total mass (mg) | Minimize | |||||
Abbreviations: S-SuSMEDDS, solidified supersaturable self-microemulsifying drug delivery system; 3-LFD, 3-level factorial design; CSR, critical solidifying ratio; D15, percentage of drug released in 15 min; Disint%, percentage of disintegration in 30 min; DE, dissolution efficiency; CS, croscarmellose sodium; KC, Kollidon® CL; SSG, Sodium starch glycolate.
Composition and observed responses from runs
| Mixture number | Formulation composition | Response measured | |||||
|---|---|---|---|---|---|---|---|
| X1 | X2 | X3 | Y1 | Y2 | Y3 | Y4 | |
| Florite® PS-10 (%) | Vivapur® 105 (%) | N.A.a | CSR (g/mL) | D15 (%) | N.A. | N.A. | |
| 1 | 0 | 100 | - | 1.8 | 64.3 | - | - |
| 2 | 25 | 75 | - | 1.45 | 59.3 | - | - |
| 3 | 50 | 50 | - | 1.1 | 55.5 | - | - |
| 4 | 75 | 25 | - | 0.8 | 52.7 | - | - |
| 5 | 100 | 0 | - | 1.4 | 46.6 | - | - |
| 6 | 0 | 100 | - | 1.8 | 62.8 | - | - |
| 7 | 50 | 50 | - | 1.15 | 54.4 | - | - |
| 8 | 100 | 0 | - | 0.42 | 45.7 | - | - |
| Compression force (%) | Conc. of super-disintegrant (%) | Type of super-disintegrant | Hardness (N) | Disint (%) | DE (%) | Total mass (mg) | |
| 1 | 500 | 2 | CS | 77 | 23.8 | 3.4 | 466.1 |
| 2 | 1250 | 2 | CS | 93 | 23.0 | 3.3 | 465.5 |
| 3 | 2000 | 2 | CS | 66 | 23.0 | 3.1 | 466.2 |
| 4 | 500 | 5 | CS | 76 | 89.2 | 27.3 | 478.2 |
| 5 | 1250 | 5 | CS | 72 | 84.9 | 28.8 | 480.5 |
| 6 | 2000 | 5 | CS | 73 | 87.2 | 28.8 | 476.6 |
| 7 | 500 | 8 | CS | 75 | 100.0 | 38.6 | 489.6 |
| 8 | 1250 | 8 | CS | 77 | 100.0 | 39.5 | 489.7 |
| 9 | 2000 | 8 | CS | 71 | 100.0 | 38.9 | 493.1 |
| 10 | 500 | 2 | KC | 74 | 16.9 | 3.8 | 464.3 |
| 11 | 1250 | 2 | KC | 81 | 18.3 | 4.3 | 461.8 |
| 12 | 2000 | 2 | KC | 69 | 19.1 | 5.3 | 466.5 |
| 13 | 500 | 5 | KC | 80 | 63.8 | 32.2 | 476.3 |
| 14 | 1250 | 5 | KC | 88 | 59.8 | 33.8 | 479.3 |
| 15 | 2000 | 5 | KC | 82 | 62.6 | 31.7 | 480.5 |
| 16 | 500 | 8 | KC | 74 | 89.5 | 42.8 | 493.8 |
| 17 | 1250 | 8 | KC | 84 | 90.1 | 41.3 | 490.2 |
| 18 | 2000 | 8 | KC | 80 | 92.0 | 40.6 | 489.9 |
| 19 | 500 | 2 | SSG | 68 | 23.8 | 4.5 | 461.3 |
| 20 | 1250 | 2 | SSG | 86 | 27.3 | 4.8 | 463.7 |
| 21 | 2000 | 2 | SSG | 69 | 26.4 | 4.8 | 465.8 |
| 22 | 500 | 5 | SSG | 67 | 41.1 | 12.1 | 476.1 |
| 23 | 1250 | 5 | SSG | 79 | 44.1 | 12.3 | 479.3 |
| 24 | 2000 | 5 | SSG | 66 | 49.0 | 11.7 | 480.2 |
| 25 | 500 | 8 | SSG | 76 | 68.6 | 25.7 | 489.3 |
| 26 | 1250 | 8 | SSG | 88 | 69.2 | 25.6 | 491.7 |
| 27 | 2000 | 8 | SSG | 70 | 71.1 | 27.4 | 493.2 |
| 28 | 1250 | 5 | CS | 76 | 80.1 | 30.1 | 478.6 |
| 29 | 1250 | 5 | KC | 82 | 64.4 | 35.6 | 479.8 |
| 30 | 1250 | 5 | SSG | 83 | 48.8 | 26.1 | 476.5 |
aNot applicable
Abbreviations: S-SuSMEDDS, solidified supersaturable self-microemulsifying drug delivery system; CSR, critical solidifying ratio; D15, percentage of drug released in 15 min; Disint%, percentage of disintegration in 30 min; DE, dissolution efficiency; CS, croscarmellose sodium; KC, Kollidon® CL; SSG, Sodium starch glycolate.
Summary of the results of statistical analyses and model equations for the measured responses
| Models | Sequential p-value | Lack of fit p-value | SD | R2 | Adjusted R2 | Remark |
|---|---|---|---|---|---|---|
| CSR (Y1; g/mL) | ||||||
| Linear | <0.0001 | 0.4495 | 0.023 | 0.9985 | 0.9983 | Suggested |
| Quadratic | 0.2599 | 0.4751 | 0.022 | 0.9989 | 0.9984 | - |
| Cubic | 0.1940 | 0.8154 | 0.019 | 0.9993 | 0.9988 | - |
| D15 (Y2; %) | ||||||
| Linear | <0.0001 | 0.3206 | 1.00 | 0.9818 | 0.9788 | Suggested |
| Quadratic | 0.5592 | 0.2389 | 1.05 | 0.9831 | 0.9764 | - |
| Cubic | 0.2133 | 0.2487 | 0.95 | 0.9809 | 0.9458 | - |
| Hardness (Y1; N) | ||||||
| Linear | 0.6210 | 0.1014 | 7.24 | 0.0964 | -0.0482 | - |
| 2FI | 0.8409 | 0.0825 | 7.72 | 0.1791 | -0.1903 | - |
| Quadratic | 0.0008 | 0.2022 | 5.46 | 0.6306 | 0.4049 | Suggested |
| Cubic | 0.1307 | 0.2952 | 4.45 | 0.8634 | 0.6037 | Aliased |
| Disint%(Y2; %) | ||||||
| Linear | <0.0001 | 0.0377 | 10.19 | 0.8926 | 0.8754 | - |
| 2FI | 0.0703 | 0.0519 | 8.98 | 0.9333 | 0.9032 | - |
| Quadratic | 0.0046 | 0.1008 | 7.02 | 0.9633 | 0.9409 | Suggested |
| Cubic | 0.0001 | 0.8308 | 2.59 | 0.9972 | 0.9919 | Aliased |
| DE (Y3;%) | ||||||
| Linear | <0.0001 | 0.0459 | 5.15 | 0.8893 | 0.8716 | - |
| 2FI | 0.1163 | 0.0577 | 4.69 | 0.9267 | 0.8937 | - |
| Quadratic | 0.0046 | 0.1113 | 3.66 | 0.9597 | 0.9350 | Suggested |
| Cubic | 0.0003 | 0.7769 | 1.48 | 0.9964 | 0.9895 | Aliased |
| Total mass (Y4; mg) | ||||||
| Linear | <0.0001 | 0.4017 | 1.71 | 0.9777 | 0.9675 | Suggested |
| 2FI | 0.2150 | 0.4411 | 1.62 | 0.9840 | 0.9596 | - |
| Quadratic | 0.5866 | 0.4168 | 1.66 | 0.9849 | 0.9518 | - |
| Cubic | 0.7812 | 0.2969 | 1.84 | 0.9896 | 0.8594 | Aliased |
Abbreviations:SD, standard deviation; R2, squared correlation coefficient; S-SuSMEDDS, solidified supersaturable self-microemulsifying drug delivery system; CSR, critical solidifying ratio; D15, percentage of drug released in 15 min; Disint%, percentage disintegration in 30 min; DE, dissolution efficiency.
Figure 2Effect of variables on responses for developing optimized S-SuSMEDDS granules and tablets
(A) For optimizing the S-SuSMEDDS granules: two-component mixture plots for the effect of variables (X1 and X2) on responses Y1 and Y2. (B) For optimizing the S-SuSMEDDS tablets: interaction plots for the effect of variables (X2 and X3) on responses Y2 and Y3 with a fixed X1 value (1250 kgf).
Experimental and predicted values for the optimized S-SuSMEDDS granules and tablets
| Type | Composition | Response | Importance | Predicted value | Experimental value | Percentage prediction errora |
|---|---|---|---|---|---|---|
| Optimized S-SuSMEDDS granules | X1: 53% | Y1 (mL/100 g) | + | 1.07 | 1.0 ± 0.2 | -7.0 |
| X2: 47% | Y2 (%) | + | 54.6 | 58.6 ± 2.2 | 6.8 | |
| Optimized S-SuSMEDDS tablets | X1: 536 kgf | Y1 (N) | - | 73.4 | 76.6 ± 3.5 | 4.2 |
| X2: 6.9% | Y2 (%) | ++ | 98 | 94.3 ± 5.6 | -3.8 | |
| X3: CS | Y3 (%) | +++ | 36.1 | 38.5 ± 1.8 | 6.2 | |
| Y4 (mg) | + | 485.8 | 489.4 ± 2.6 | 0.7 |
aCalculated using the formula ([experimental value - predicted value]/experimental value) × 100 (%). Values are presented as the mean ± SD (n = 3).
Abbreviations: S-SuSMEDDS, solidified supersaturable self-microemulsifying drug delivery system; CS, croscarmellose sodium.
Figure 3Solid-state properties of raw VST, solid carriers (Florite® PS-10 and Vivapur® 105), and VST-loaded optimized S-SuSMEDDS granules
(A) Scanning electron microscopic images. (B) Differential scanning calorimetric thermograms.
Analysis of variance for quadratic model of the measured responses for developing an optimized S-SuSMEDDS tablet
| Source | DF | Y2 (Disint%) | Y3 (DE) | ||||
|---|---|---|---|---|---|---|---|
| SS | F | p-value | SS | F | p-value | ||
| Model | 11 | 2115.85 | 42.99 | <0.0001 | 5748.42 | 38.98 | <0.0001 |
| X1 | 1 | 10.73 | 0.22 | 0.6461 | 0.2 | 0.015 | 0.904 |
| X2 | 1 | 18622.53 | 378.36 | <0.0001 | 4452.53 | 331.85 | <0.0001 |
| X3 | 2 | 1466.2 | 29.79 | <0.0001 | 874.11 | 32.57 | <0.0001 |
| X1X2 | 1 | 0.07 | 0.001 | 0.9703 | 0.24 | 0.018 | 0.8949 |
| X1X3 | 2 | 10.62 | 0.22 | 0.808 | 0.84 | 0.031 | 0.9692 |
| X2X3 | 2 | 480.4 | 9.76 | 0.0013 | 222.91 | 8.31 | 0.0028 |
| X12 | 1 | 3.17 | 0.064 | 0.8025 | 5.17 | 0.39 | 0.5425 |
| X22 | 1 | 719.15 | 14.61 | 0.0012 | 176.84 | 13.18 | 0.0019 |
| Residual | 18 | 885.95 | 241.51 | ||||
| Lack of fit | 15 | 852.95 | 5.17 | 0.1008 | 231.83 | 4.79 | 0.1113 |
| Pure error | 3 | 33 | 99.69 | ||||
| Corrected total | 29 | 24160.32 | 5989.93 | ||||
Abbreviations:DF, degrees of freedom; SS, sum of squares; S-SuSMEDDS, solidified supersaturable self-microemulsifying drug delivery system; Disint%, percentage disintegration in 30 min; DE, dissolution efficiency.
Figure 4Overlay plot of the optimized S-SuSMEDDS tablet
Values in contour lines represent the desirability.
Figure 5Dissolution profiles of various formulations containing the equivalent of 80 mg VST in pH 1.2 medium
Values are presented as the mean ± SD (n = 3).
Figure 6Plasma concentration profiles in rats after oral administrations of various formulations containing an equivalent dose of 10 mg/kg of VST
Values are presented as mean ± standard error (n= 6-7).
Pharmacokinetic parameters of VST in different formulations in rats
| Parameters | Diovan® powder | SuSMEDDS | Optimized S-SuSMEDDS granules |
|---|---|---|---|
| AUC0-12 (ng·h/mL) | 5561.5 ± 2883.4 | 11463.3 ± 4523.1* | 12350.5 ± 3774.5* |
| Cmax (ng/mL) | 849.3 ± 476.5 | 3120.6 ± 2367.7* | 3337.9 ± 1396.6* |
| Tmax (h) | 0.93 ± 0.60 | 1.17 ± 0.66 | 0.63 ± 0.51 |
| RBA (%) | |||
| - | 206.1 | 222.1 | |
| - | - | 107.7 |
*Significantly different at p < 0.05 versus Diovan® powder. Values are presented as the mean ± SD (n = 6-7).
Abbreviations:VST, valsartan; S-SuSMEDDS, solidified supersaturable self-microemulsifying drug delivery system; AUC, area under the curve; Cmax, peak plasma concentration; Tmax, time to peak plasma; RBA, relative bioavailability; SuSMEDDS, supersaturable self-microemulsifying drug delivery system.