Evaluation of a Three-Fluid Nozzle Spraying Process for Facilitating Spray Drying of Hydrophilic Polymers for the Creation of Amorphous Solid Dispersions
Abstract
1. Introduction
2. Materials and Methods
2.1. Materials
2.2. Overview APIs
2.3. Methods
- Spray drying
- Viscosity
- SEM
- XRPD
- Dissolution
- RP-HPLC
3. Results and Discussion
3.1. Two-Fluid Nozzle vs. Three-Fluid Nozzle
3.2. Evaluation of Viscosity
3.3. Spray Drying and Dissolution of Indomethacin 30% DL in SGF
3.4. ASD with Ritonavir
3.4.1. Spray Drying and Dissolution of Ritonavir at 30% DL in FaSSIF
3.4.2. Spray Drying and Dissolution of Ritonavir at Increasing DLs in FaSSIF
3.4.3. Spray Drying and Dissolution of Ritonavir at 70% DL in FaSSIF
3.4.4. Comparison of PVA 3-82-Ritonavir ASD with Marketed Formulation
3.5. ASD with Ketoconazole
3.5.1. Spray Drying and Dissolution of Ketoconazole 30% DL in FaSSIF
3.5.2. Spray Drying and Dissolution of Ketoconaozole 30% DL in pH Shift
4. Conclusions
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Vasconcelos, T.; Sarmento, B.; Costa, P. Solid dispersions as strategy to improve oral bioavailability of poor water soluble drugs. Drug Discov. Today 2007, 12, 1068–1075. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Bhujbal, S.V.; Mitra, B.; Jain, U.; Gong, Y.; Agrawal, A.; Karki, S.; Taylor, L.S.; Kumar, S.; Tony Zhou, Q. Pharmaceutical amorphous solid dispersion: A review of manufacturing strategies. Acta Pharm. Sin. B 2021, 11, 2505–2536. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Vehring, R. Pharmaceutical particle engineering via spray drying. Pharm. Res. 2008, 25, 999–1022. [Google Scholar] [CrossRef] [Scilit]
- Fouad, E.A.; El-Badry, M.; Mahrous, G.M.; Alanazi, F.K.; Neau, S.H.; Alsarra, I.A. The use of spray-drying to enhance celecoxib solubility. Drug Dev. Ind. Pharm. 2011, 37, 1463–1472. [Google Scholar] [CrossRef] [Scilit]
- Focaroli, S.; Jiang, G.; O’Connell, P.; Fahy, J.V.; Healy, A.M. The Use of a Three-Fluid Atomising Nozzle in the Production of Spray-Dried Theophylline/Salbutamol Sulphate Powders Intended for Pulmonary Delivery. Pharmaceutics 2020, 12, 1116. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Kauppinen, A.; Broekhuis, J.; Grasmeijer, N.; Tonnis, W.; Ketolainen, J.; Frijlink, H.W.; Hinrichs, W.L.J. Efficient production of solid dispersions by spray drying solutions of high solid content using a 3-fluid nozzle. Eur. J. Pharm. Biopharm. 2018, 123, 50–58. [Google Scholar] [CrossRef] [Scilit]
- Wang, Z.; Lou, H.; Dening, T.J.; Hageman, M.J. Biorelevant Dissolution Method Considerations for the Appropriate Evaluation of Amorphous Solid Dispersions: Are Two Stages Necessary? J. Pharm. Sci. 2023, 112, 1089–1107. [Google Scholar] [CrossRef] [Scilit]
- O’Dwyer, P.J.; Box, K.J.; Imanidis, G.; Vertzoni, M.; Reppas, C. On the usefulness of four in vitro methods in assessing the intraluminal performance of poorly soluble, ionisable compounds in the fasted state. Eur. J. Pharm. Sci. 2022, 168, 106034. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Law, D.; Krill, S.L.; Schmitt, E.A.; Fort, J.J.; Qiu, Y.; Wang, W.; Porter, W.R. Physicochemical considerations in the preparation of amorphous ritonavir-poly(ethylene glycol) 8000 solid dispersions. J. Pharm. Sci. 2001, 90, 1015–1025. [Google Scholar] [CrossRef] [Scilit]
- Fu, Q.; Lu, H.-D.; Xie, Y.-F.; Liu, J.Y.; Yang, H.; Gong, N.-B.; Fuo, F. Salt formation of two BCS II drugs (indomethacin and naproxen) with (1R, 2R)-1,2-diphenylethylenediamine: Crystal structures, solubility and thermodynamcis analysis. J. Mol. Struct. 2019, 1185, 281–289. [Google Scholar] [CrossRef] [Scilit]
- Ghazal, H.S.; Dyas, A.M.; Ford, J.L.; Hutcheon, G.A. The impact of food components on the intrinsic dissolution rate of ketoconazole. Drug Dev. Ind. Pharm. 2015, 41, 1647–1654. [Google Scholar] [CrossRef] [Scilit]
- PubChem Identifier: CID 392622. Available online: https://pubchem.ncbi.nlm.nih.gov/compound/392622#section=2D-Structure (accessed on 17 August 2023).
- PubChem Identifier: CID 3715. Available online: https://pubchem.ncbi.nlm.nih.gov/compound/3715#section=2D-Structure (accessed on 17 August 2023).
- PubChem Identifier: CID 456201. Available online: https://pubchem.ncbi.nlm.nih.gov/compound/456201#section=2D-Structure (accessed on 17 August 2023).
- Ziaee, A.; Albadarin, A.B.; Padrela, L.; Femmer, T.; O’Reilly, E.; Walker, G. Spray drying of pharmaceuticals and biopharmaceuticals: Critical parameters and experimental process optimization approaches. Eur. J. Pharm. Sci. 2019, 127, 300–318. [Google Scholar] [CrossRef] [Scilit]
- Paudel, A.; Worku, Z.A.; Meeus, J.; Guns, S.; Van den Mooter, G. Manufacturing of solid dispersions of poorly water soluble drugs by spray drying: Formulation and process considerations. Int. J. Pharm. 2013, 453, 253–284. [Google Scholar] [CrossRef] [Scilit]
- Available online: https://www.ema.europa.eu/en/documents/regulatory-procedural-guideline/ich-guideline-q3c-r8-impurities-guideline-residual-solvents-step-5_en.pdf (accessed on 22 August 2023).
- Shepard, K.B.; Adam, M.S.; Morgen, M.M.; Mudie, D.M.; Regan, D.T.; Baumann, J.M.; Vodak, D.T. Impact of process parameters on particle morphology and filament formation in spray dried Eudragit L100 polymer. Powder Technol. 2020, 362, 221–230. [Google Scholar] [CrossRef] [Scilit]
- Lucas, S. The Pharmacology of Indomethacin. Headache 2016, 56, 436–446. [Google Scholar] [CrossRef] [Scilit]
- Shadambikar, G.; Kipping, T.; Di-Gallo, N.; Elia, A.G.; Knuttel, A.N.; Treffer, D.; Repka, M.A. Vacuum Compression Molding as a Screening Tool to Investigate Carrier Suitability for Hot-Melt Extrusion Formulations. Pharmaceutics 2020, 12, 1019. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Lea, A.P.; Faulds, D. Ritonavir. Drugs 1996, 52, 541–546; discussion 547–548. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Chan, S.-Y.; Chung, Y.-Y.; Cheah, X.-Z.; Tan, E.Y.-L.; Quah, J. The characterization and dissolution performances of spray dried solid dispersion of ketoprofen in hydrophilic carriers. Asian J. Pharm. Sci. 2015, 10, 372–385. [Google Scholar] [CrossRef] [Scilit]
- Trasi, N.S.; Taylor, L. Dissolution performance of binary amorphous drug combinations—Impact of a second drug on the maximum achievable supersaturation. Int. J. Pharm. 2015, 496, 282–290. [Google Scholar] [CrossRef] [Scilit]
- Saboo, S.; Mugheirbi, N.A.; Zemlyanov, D.Y.; Kestur, U.S.; Taylor, L.S. Congruent release of drug and polymer: A “sweet spot” in the dissolution of amorphous solid dispersions. J. Control. Release 2019, 298, 68–82. [Google Scholar] [CrossRef] [Scilit]
- Vasconcelos, T.; Marques, S.; das Neves, J.; Sarmento, B. Amorphous solid dispersions: Rational selection of a manufacturing process. Adv. Drug Deliv. Rev. 2016, 100, 85–101. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Daneshmend, T.K.; Warnock, D.W. Clinical pharmacokinetics of ketoconazole. Clin. Pharmacokinet. 1988, 14, 13–34. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Wlodarski, K.; Zhang, F.; Liu, T.; Sawicki, W.; Kipping, T. Synergistic Effect of Polyvinyl Alcohol and Copovidone in Itraconazole Amorphous Solid Dispersions. Pharm. Res. 2018, 35, 16. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Monschke, M.; Kayser, K.; Wagner, K.G. Influence of Particle Size and Drug Load on Amorphous Solid Dispersions Containing pH-Dependent Soluble Polymers and the Weak Base Ketoconazole. AAPS PharmSciTech 2021, 22, 44. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Elkhabaz, A.; Sarkar, S.; Simpson, G.J.; Taylor, L.S. Characterization of Phase Transformations for Amorphous Solid Dispersions of a Weakly Basic Drug upon Dissolution in Biorelevant Media. Pharm. Res. 2019, 36, 174. [Google Scholar] [CrossRef] [Scilit] [PubMed]










| API | Chemical Structure [12,13,14] | BSC | pKa | Solubility at pH 1.2 | Solubility at pH 6.8 |
|---|---|---|---|---|---|
| Indomethacin | ![]() | II | 4.5 | 0.0115 mg/mL | 0.2843 mg/mL |
| Ketoconazole | ![]() | II | 2.9 6.5 | 20.33 mg/mL | 0.007 mg/mL |
| Ritonavir | ![]() | IV | 1.8 2.6 | 0.400 mg/mL | 0.001 mg/mL |
| Polymer | Yield in SD Process 1 |
|---|---|
| PVA 3-82 | 54% |
| PVA 4-88 | 28% |
| Grafted copolymer | 12% |
| PVP K30 | 35% |
| HPMC-AS | 1% |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Mueller, L.K.; Halstenberg, L.; Di Gallo, N.; Kipping, T. Evaluation of a Three-Fluid Nozzle Spraying Process for Facilitating Spray Drying of Hydrophilic Polymers for the Creation of Amorphous Solid Dispersions. Pharmaceutics 2023, 15, 2542. https://doi.org/10.3390/pharmaceutics15112542
Mueller LK, Halstenberg L, Di Gallo N, Kipping T. Evaluation of a Three-Fluid Nozzle Spraying Process for Facilitating Spray Drying of Hydrophilic Polymers for the Creation of Amorphous Solid Dispersions. Pharmaceutics. 2023; 15(11):2542. https://doi.org/10.3390/pharmaceutics15112542
Chicago/Turabian StyleMueller, Lena Karin, Laura Halstenberg, Nicole Di Gallo, and Thomas Kipping. 2023. "Evaluation of a Three-Fluid Nozzle Spraying Process for Facilitating Spray Drying of Hydrophilic Polymers for the Creation of Amorphous Solid Dispersions" Pharmaceutics 15, no. 11: 2542. https://doi.org/10.3390/pharmaceutics15112542
APA StyleMueller, L. K., Halstenberg, L., Di Gallo, N., & Kipping, T. (2023). Evaluation of a Three-Fluid Nozzle Spraying Process for Facilitating Spray Drying of Hydrophilic Polymers for the Creation of Amorphous Solid Dispersions. Pharmaceutics, 15(11), 2542. https://doi.org/10.3390/pharmaceutics15112542



