Skip to main content

Advertisement

Log in

Study on the regulation mechanism of effective glass transition temperature on the crystallization of crystalline solid dispersion

  • Original Article
  • Published:
Drug Delivery and Translational Research Aims and scope Submit manuscript

Abstract

The focus of this investigation was to determine the mechanism of effective glass transition temperature (TgE) on the crystallization behavior and microstructure of drugs in crystalline solid dispersion (CSD). CSDs were prepared by rotary evaporation using ketoconazole (KET) as a model drug and the triblock copolymer poloxamer 188 as a carrier. The pharmaceutical properties of CSDs, such as crystallite size, crystallization kinetics, and dissolution behavior, were investigated to provide a foundation for studying the crystallization behavior and the microstructure of drugs in CSDs. According to classical nucleation theory, the relationship of treatment temperature-drug crystallite size-TgE of CSD was investigated. Voriconazole, a compound that is structurally similar to KET but with different physicochemical properties, was used to verify the conclusions. The dissolution behavior of KET was significantly enhanced compared to the raw drug due to smaller crystallite size. Crystallization kinetic studies revealed a two-step crystallization mechanism for KET-P188-CSD, in which P188 crystallized first and KET crystallized later. When the treatment temperature was near TgE, the drug crystallite size was smaller and more numerous, which suggests nucleation and slow growth. With the increase of temperature, the drug changed from nucleation to growth, and the number of crystallites decreased and the size of the drug increased. This result suggests it is possible to prepare CSDs with higher drug loading and smaller crystallite size by adjusting the treatment temperature and TgE, so as to maximize the drug dissolution rate. The VOR-P188-CSD maintained a relationship between treatment temperature, drug crystallite size, and TgE. The findings of our study demonstrate that TgE and the treatment temperature can be used to regulate the drug crystallite size and improve the drug solubility and dissolution rate.

Graphical Abstract

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9

Similar content being viewed by others

Availability of data and materials

The datasets used or analyzed during the current study are available from the corresponding author on reasonable request.

References

  1. Coty J-B, Martin C, Telò I, Spitzer D. Use of spray flash evaporation (SFE) technology to improve dissolution of poorly soluble drugs: case study on furosemide nanocrystals. Int J Pharm. 2020;589:119827.

    Article  CAS  PubMed  Google Scholar 

  2. Xun Z, Long L, Xiang G, Hui Z, Jing G, Yimeng D, Xiaowu H, Aiping Z. In vitro evaluation of quercetin nanocrystals with different particle sizes. J Nanosci Nanotechnol. 2020;20(10):6469–74.

    Article  Google Scholar 

  3. Edueng K, Kabedev A, Ekdahl A, Mahlin D, Baumann J, Mudie D, Bergström CA. Pharmaceutical profiling and molecular dynamics simulations reveal crystallization effects in amorphous formulations. Int J Pharm. 2021;613:121360.

    Article  PubMed  Google Scholar 

  4. Junqiu Z, Qingguo L, Huahua X, Tiantian S, Yu-E W, Wenhai H, Yan M, Shixia G. An aseptic one-shot bottom-up method to produce progesterone nanocrystals: controlled size and improved bioavailability. Mol Pharm. 2019;16(12):5076–84.

    Article  Google Scholar 

  5. Shawn XY, Miriam F, Jinling C, Alice H, Sandy J, Tu L, Munir H, Ronald S. Bioavailability enhancement of a COX-2 inhibitor, BMS-347070, from a nanocrystalline dispersion prepared by spray-drying. J Pharm Sci. 2005;94(7):1598–607.

    Article  Google Scholar 

  6. Qian F, Jing T, Desikan S, Hussain M, Smith RL. Mechanistic investigation of Pluronic based nano-crystalline drug-polymer solid dispersions. Pharm Res. 2007;24(8):1551–60.

    Article  CAS  PubMed  Google Scholar 

  7. Hu C, Liu Z, Liu C, Zhang Y, Fan H, Qian F. Improvement of antialveolar echinococcosis efficacy of albendazole by a novel nanocrystalline formulation with enhanced oral bioavailability. ACS Infect Dis. 2020;6(5):802–10.

    Article  CAS  PubMed  Google Scholar 

  8. Zhu Q, Taylor LS, Harris MT. Evaluation of the microstructure of semicrystalline solid dispersions. Mol Pharm. 2010;7(4):1291–300.

    Article  CAS  PubMed  Google Scholar 

  9. Baird JA, Taylor LS. Evaluation and modeling of the eutectic composition of various drug-polyethylene glycol solid dispersions. Pharm Dev Technol. 2011;16(3):201–11.

    Article  CAS  PubMed  Google Scholar 

  10. Qing Z, Harris MT, Taylor LS. Modification of crystallization behavior in drug/polyethylene glycol solid dispersions. Mol Pharm. 2012;9(3):546–53.

    Article  Google Scholar 

  11. Qing Z, Toth SJ, Simpson GJ, Hsu H-Y, Taylor LS, Harris MT. Correction to “Crystallization and dissolution behavior of naproxen/polyethylene glycol solid dispersions.” J Phys Chem B. 2013;117(17):5393.

    Article  Google Scholar 

  12. Chen Z, Liu C, Zhang L, Qian F. Dissolution characteristics of fast-crystallizing β-lapachone within different semi-crystalline microstructures of PEG or PEO-PPO-PEO triblock copolymeR. Cryst Growth Des. 2016;16(9):5367–76.

    Article  CAS  Google Scholar 

  13. Nassiri-Kashani M, Namdar R, Nafisi S, Maibach HI. Improved voriconazole topical delivery by nanoparticles (minireview). Pharm Chem J. 2016;50(2):76–9.

    Article  CAS  Google Scholar 

  14. Che J, Wu Z, Shao W, Guo P, Lin Y, Pan W, Zeng W, Zhang G, Wu C, Xu Y. Synergetic skin targeting effect of hydroxypropyl-β-cyclodextrin combined with microemulsion for ketoconazole. Eur J Pharm Biopharm. 2015;93:136–48.

    Article  CAS  PubMed  Google Scholar 

  15. Aca B, Ag A, Kh A, Tm A. Exploring novel carrier for improving bioavailability of Itraconazole; solid dispersion through Hot Melt extrusion. J Drug Deliv Sci Technol. 2021;63:102541.

    Article  Google Scholar 

  16. Rambla-Alegre M, Esteve-Romero J, Carda-Broch S. Is it really necessary to validate an analytical method or not? That is the question. J Chromatogr A. 2012;1232(7):101–9.

    Article  CAS  PubMed  Google Scholar 

  17. Guangjiao Y, Tao F, Guoqin Z, Meiling C, Fan L, Lili S, Meng W, Xiaoliang R. Preparation, optimization, characterization and in vitro release of baicalein-solubilizing glycyrrhizic acid nano-micelles. Int J Pharm. 2021;601:120546.

    Article  Google Scholar 

  18. Bhatt V, Shete G, Bansal AK. Mechanism of generation of drug nanocrystals in celecoxib: mannitol nanocrystalline solid dispersion. Int J Pharm. 2015;495(1):132–9.

    Article  CAS  PubMed  Google Scholar 

  19. Chen Y, Wang S, Wang S, Liu C, Su C, Hageman M, Hussain M, Haskell R, Stefanski K, Qian F. Initial drug dissolution from amorphous solid dispersions controlled by polymer dissolution and drug-polymer interaction. Pharm Res. 2016;33(10):2445–58.

    Article  PubMed  Google Scholar 

  20. Siepmann J, Siepmann F. Mathematical modeling of drug dissolution. Int J Pharm. 2013;453(1):12–24.

    Article  CAS  PubMed  Google Scholar 

  21. Pardhi V, Verma T, Flora S, Chandasana H, Shukla R. Nanocrystals: an overview of fabrication, characterization and therapeutic applications in drug delivery. Curr Pharm Des. 2019;24(43):5129–46.

    Article  Google Scholar 

  22. Jamoussi Y, Zaiter T, Desrumaux C, Acar N, Béduneau A. Investigation of the spontaneous nanoemulsification process with medium- and long-chain triglycerides. Colloids Surf B Biointerfaces. 2021;197:111432–41.

    Article  CAS  PubMed  Google Scholar 

  23. De WH, Hessels Martin JT, Boon M, Sjollema KA, Hinrichs Wouter LJ, Eissens Anko C, Frijlink HW. CLSM as quantitative method to determine the size of drug crystals in a solid dispersion. Pharm Res. 2011;28(10):2567–74.

    Article  Google Scholar 

  24. Ai F, Wang J, Li Y, Ma Y. Effect of drug particle size on complexation, physicochemical properties and dissolution of cyclodextrin inclusion complexes. Indian J Pharm Sci. 2017;79(1):131–8.

    Article  CAS  Google Scholar 

  25. Jing T, Ye S, Zhang G, Lian Y. Solubility of small-molecule crystals in polymers: D-mannitol in PVP, indomethacin in PVP/VA, and nifedipine in PVP/VA. Pharm Res. 2009;26(4):855–64.

    Article  Google Scholar 

  26. Qiao N, Wang K, Schlindwein W, Davies A, Li M. In situ monitoring of carbamazepine-nicotinamide cocrystal intrinsic dissolution behaviour. Eur J Pharm Biopharm. 2013;83(3):415–26.

    Article  CAS  PubMed  Google Scholar 

  27. Koparkar AD, Augsburger LL, Shangraw RF. Intrinsic dissolution rates of tablet filler-binders and their influence on the dissolution of drugs from tablet formulations. Pharm Res. 1990;7(1):80–6.

    Article  CAS  PubMed  Google Scholar 

  28. Yu LX, Carlin AS, Amidon GL, Hussain AS. Feasibility studies of utilizing disk intrinsic dissolution rate to classify drugs. Int J Pharm. 2003;270(1):221–7.

    Google Scholar 

  29. Oxtoby DW. Nucleation of first-order phase transitions. Acc Chem Res. 1998;31(2):91–7.

    Article  CAS  Google Scholar 

Download references

Funding

This research was supported by the National Natural Science Foundation of China (Project No. 82060644), the 2022 Chinese Academy of Sciences “Western Light” Talent Training Program, and the Qinghai Provincial Department of Science and Technology (Project No. 2022-QY-201), along with support from Qinghai University School of Medicine.

Author information

Authors and Affiliations

Authors

Contributions

Conceptualization, experimental work, writing (draft), and writing revision, YZ; experimental work and writing (draft), LY; experimental work, QL.Y; conceptualization and manuscript revision, YL and CH.H.

Corresponding author

Correspondence to Chunhui Hu.

Ethics declarations

Ethics approval and consent to participate

Not applicable. No animal studies have been performed in this research.

Consent for publication

Not applicable. No human studies have been performed in this research.

Competing interests

The authors declare no competing interests.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Zhang, Y., Yan, Q., Liu, Y. et al. Study on the regulation mechanism of effective glass transition temperature on the crystallization of crystalline solid dispersion. Drug Deliv. and Transl. Res. 13, 2677–2689 (2023). https://doi.org/10.1007/s13346-023-01348-1

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s13346-023-01348-1

Keywords

Navigation