| Literature DB >> 35214109 |
Joo-Eun Kim1, Young-Joon Park2.
Abstract
The aim of this study was to develop a single-layered version of commercially available Twynstar® (Telmisartan + Amlodipine) double-layered tablets to improve the dosing convenience. A quality-by-design approach was applied to develop the single-layered version. To evaluate the range and cause of risks for a single-layered tablet in the formulation design research, we used the tools of the risk assessment, initial risk assessment of preliminary hazard analysis and main risk assessment of failure mode and effect analysis to determine the parameters affecting formulation, drug dissolution, and impurities. The critical material attributes were the stabilizer and disintegrant, and the critical process parameters were the wet granulation and tableting process. The optimal range of the design space was determined using the central composite design in the wet granulation and tablet compression processes. The stabilizer, kneading time, and disintegrant of the wet granulation were identified as X values affecting Y values. The compression force and turret speed in the tablet compression were identified as X values affecting Y values. After deciding on the design space with the deduced Y values, the single-layered tablets were formulated, and their dissolution patterns were compared with that of the double-layered tablet. The selected quality-by-design (QbD) approach single-layered tablet formulated using design space were found to be bioequivalent to the Twynstar® double-layered tablets. Hence, the development of single-layered tablets with two API using the QbD approach could improve the medication compliance of patients and could be used as a platform to overcome time-consuming and excessive costs and the technical and commercial limitations related to various multi-layered tablets.Entities:
Keywords: amlodipine; bioequivalence; design of experiment; design space; quality-by-design; risk assessment; telmisartan
Year: 2022 PMID: 35214109 PMCID: PMC8874924 DOI: 10.3390/pharmaceutics14020377
Source DB: PubMed Journal: Pharmaceutics ISSN: 1999-4923 Impact factor: 6.321
Main risk assessment of the critical material attributes (A) and critical process parameters (B) affecting critical quality attributes.
| (A) | |||||||
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| ||
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| ||
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| ||
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| ||
| (B) | |||||||
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| |
|
|
|
|
|
|
|
| |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| ||
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| |
|
|
|
|
|
|
|
|
|
Figure 1The calculation method of a risk priority numbers (RPN).
Initial risk assessment of the critical material attributes (A) and critical process parameters (B) affecting critical quality attributes.
| (A) | ||||||||
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| (B) | ||||||||
|
|
|
|
|
|
|
|
| |
|
|
|
|
|
|
|
|
| |
|
|
|
|
|
|
|
|
| |
|
|
|
|
|
|
|
|
| |
|
|
|
|
|
|
|
|
| |
|
|
|
|
|
|
|
|
| |
Experimental matrix and measured responses values for optimization of the TA tablet using face centered central composite design for wet granulation (A), and central composite design for tablet compression (B).
| (A) | ||||||||
| Critical material attributes | Critical process parameters | Critical quality attributes | ||||||
| Run | X1 | X2 | X3 | Y1 | Y2 | Y3 | Y4 | Y5 |
| Stabilizer (mg) | Disintegrant (%) | Kneading time (min) | Hardness (Kp) | Friability (%) | Disintegration (min) | Drug dissolution (%) | Impurities (%) after 3 months | |
| 1 | 22 | 1 | 3.1 | 7.6 | 0.230 | 12.2 | 93 ± 3.4 | 0.052 |
| 2 | 40 | 1 | 3.1 | 13.4 | 0.077 | 17.8 | 70 ± 5.2 | 0.017 |
| 3 | 22 | 4.6 | 3.1 | 7.5 | 0.230 | 7.8 | 97 ± 1.9 | 0.249 |
| 4 | 40 | 4.6 | 3.1 | 12.2 | 0.086 | 11.1 | 78 ± 2.9 | 0.081 |
| 5 | 22 | 1 | 6.1 | 8.9 | 0.163 | 14.4 | 77 ± 5.0 | 0.123 |
| 6 | 40 | 1 | 6.1 | 15.4 | 0.048 | 21.1 | 65 ± 4.7 | 0.037 |
| 7 | 22 | 4.6 | 6.1 | 9.4 | 0.173 | 8.9 | 83 ± 3.8 | 0.475 |
| 8 | 40 | 4.6 | 6.1 | 14.9 | 0.048 | 12.2 | 75 ± 4.4 | 0.178 |
| 9 | 22 | 2.8 | 4.6 | 8.4 | 0.202 | 5.6 | 96 ± 1.2 | 0.220 |
| 10 | 40 | 2.8 | 4.6 | 13.8 | 0.058 | 12.2 | 77 ± 2.4 | 0.077 |
| 11 | 31 | 1 | 4.6 | 12.9 | 0.086 | 16.7 | 86 ± 3.2 | 0.062 |
| 12 | 31 | 4.6 | 4.6 | 10.8 | 0.125 | 10.0 | 97 ± 1.3 | 0.261 |
| 13 | 31 | 2.8 | 3.1 | 10.2 | 0.134 | 7.8 | 94 ± 3.2 | 0.099 |
| 14 | 31 | 2.8 | 6.1 | 13.2 | 0.086 | 11.1 | 84 ± 4.2 | 0.195 |
| 15 | 31 | 2.8 | 4.6 | 12.4 | 0.106 | 8.9 | 92 ± 1.3 | 0.149 |
| 16 | 31 | 2.8 | 4.6 | 12.1 | 0.106 | 7.8 | 92 ± 3.2 | 0.149 |
| 17 | 31 | 2.8 | 4.6 | 11.3 | 0.115 | 8.9 | 94 ± 2.5 | 0.145 |
| 18 | 31 | 2.8 | 4.6 | 12.1 | 0.106 | 8.9 | 93 ± 2.6 | 0.147 |
| 19 | 31 | 2.8 | 4.6 | 11.4 | 0.115 | 10.0 | 92 ± 1.3 | 0.147 |
| 20 | 31 | 2.8 | 4.6 | 11.9 | 0.096 | 10.0 | 94 ± 2.0 | 0.146 |
| (B) | ||||||||
| Critical process parameters | Critical quality attributes | |||||||
| Run | X1 | X2 | Y1 | Y2 | Y3 | Y4 | Y5 | |
| Compression force (KN) | Turret speed (rpm) | Hardness (Kp) | Friability (%) | Disintegration (min) | Drug dissolution (%) | Content Uniformity (%CV) | ||
| 1 | 8 | 20 | 7.5 | 0.25 | 11 | 94.5 ± 1.4 | 3.51 | |
| 2 | 24 | 20 | 15 | 0.12 | 16 | 82.5 ± 3.0 | 3.56 | |
| 3 | 8 | 40 | 5.4 | 0.3 | 7 | 98.5 ± 1.1 | 6.46 | |
| 4 | 24 | 40 | 13.2 | 0.14 | 13.7 | 78.5 ± 5.2 | 6.20 | |
| 5 | 4.686 | 30 | 3 | 0.37 | 2 | 98.5 ± 1.4 | 4.27 | |
| 6 | 27.314 | 30 | 16.5 | 0.11 | 17 | 75.5 ± 4.4 | 3.95 | |
| 7 | 16 | 15.858 | 13.5 | 0.13 | 15 | 92.5 ± 1.0 | 3.28 | |
| 8 | 16 | 44.142 | 6.53 | 0.23 | 9.3 | 96.5 ± 0.9 | 7.21 | |
| 9 | 16 | 30 | 12.2 | 0.16 | 12.2 | 98.5 ± 1.2 | 4.01 | |
| 10 | 16 | 30 | 12.3 | 0.16 | 11.8 | 98.5 ± 1.3 | 4.14 | |
| 11 | 16 | 30 | 12.5 | 0.15 | 12.5 | 98.2 ± 1.5 | 3.79 | |
| 12 | 16 | 30 | 12.4 | 0.15 | 12.5 | 97.9 ± 1.0 | 3.89 | |
| 13 | 16 | 30 | 11.9 | 0.16 | 12.1 | 98.5 ± 1.2 | 4.08 | |
Figure 2Effect analysis of CMAs and CPPs using a pareto chart and residual plot for wet granulation (A) and tablet compression (B).
Figure 3Effect analysis of CMAs and CPPs using contour plots and response surface plots for stabilizer and kneading time (A) and disintegrant and stabilizer (B) in the wet granulation.
Figure 4Effect analysis of CMAs and CPPs using contour plots (A) and response surface plots (B) for the tablet compression process.
Figure 5Design space of the wet granulations (A) and tablet compression process (B).
Figure 6(A) Plasma concentration-time profiles of Twynstar® and TA tablets at a dose of 80 mg telmisartan base in beagle dogs, and (B) Plasma concentration-time profiles of Twynstar® and TA tablets at a dose of 5 mg amlodipine base in beagle dogs. Data represent the mean ± standard deviation (SD, n = 12).
Pharmacokinetic parameters of Twynstar® and TA tablets at a dose of 80 mg telmisartan base in beagle dogs.
| Telmisartan | Reference Drug 1 | Test Drug 2 | Point | 90% CI 3 |
|---|---|---|---|---|
| Mean ± SD | ||||
| Tmax 4 (h) | 0.67 ± 0.14 | 0.67 ± 0.14 | - | - |
| Cmax 5 (ng/mL) | 8925.2 ± 1474.7 | 9486.4 ± 1495.3 | 0.9408 | 0.9004–1.0895 |
| AUC(last) 6 (ng∙h−1∙mL−1) | 25,527.5 ± 3808.5 | 27,386.2 ± 5269.5 | 0.9321 | 0.8963–1.0952 |
| AUC(inf) 6 (ng∙h−1∙mL−1) | 26,021.7 ± 3513.6 | 28,263.1 ± 5933.2 | 0.9206 | - |
| T1/2 7(h) | 19.6 ± 14.5 | 24.5 ± 24.2 | - | - |
1 Reference drug: Twynstar® (Telmisartan + Amlodipine) double-layered tablets. 2 Test drug: monolayered telmisartan potassium and amlodipine besylate (TA) tablets. 3 90% CI: 90% confidence interval. 4 Tmax: time to Cmax. 5 Cmax: maximum plasma concentration. 6 AUC: area under the plasma concentration-time curve. 7 T1/2: half-life.
Pharmacokinetic parameters of Twynstar® and TA tablets at a dose of 5 mg amlodipine base in beagle dogs.
| Amlodipine | Reference Drug 1 | Test Drug 2 | Point | 90% CI 3 |
|---|---|---|---|---|
| Mean ± SD | ||||
| Tmax 4 (h) | 4.83 ± 1.34 | 4.33 ± 1.44 | - | - |
| Cmax 5 (ng/mL) | 23.88 ± 4.58 | 23.55 ± 5.06 | 0.9813 | 0.9163–1.0510 |
| AUC(last) 6 (ng∙h−1∙mL−1) | 737.7 ± 198.04 | 712.9 ± 154.65 | 0.9770 | 0.9334–1.0226 |
| AUC(inf) 6 (ng∙h−1∙mL−1) | 807.3 ± 225.72 | 778.6 ± 170.03 | 0.9644 | - |
| T1/2 7(h) | 19.5 ± 3.94 | 19.5 ± 3.45 | - | - |
1 Reference drug: Twynstar® (Telmisartan + Amlodipine) double-layered tablets. 2 Test drug: monolayered telmisartan potassium and amlodipine besylate (TA) tablets. 3 90% CI: 90% confidence interval. 4 Tmax: time to Cmax. 5 Cmax: maximum plasma concentration. 6 AUC: area under the plasma concentration-time curve. 7 T1/2: half-life.