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Updated: Jun 25, 2025

Methods of Ex Situ and In Situ Investigations of Structural Transformations: The Case of Crystallization of Metallic Glasses
Published on: June 7, 2018
Miscibility of amorphous solid dispersions: A rheological and solid-state NMR spectroscopy study.
Sichen Song1, Jianchao Xu2, Zhenxuan Chen3
1Department of Pharmaceutics, University of Minnesota, Minneapolis, MN 55455, United States; School of Mathematics, University of Minnesota, Minneapolis, MN 55455, United States.
The polymer overlap concentration (c*) rheological approach accurately predicts amorphous solid dispersion (ASD) miscibility at high temperatures, correlating well with low-temperature solid-state NMR (ssNMR) measurements for assessing physical stability.
Area of Science:
- Pharmaceutical Sciences
- Materials Science
- Physical Chemistry
Background:
- Amorphous solid dispersions (ASDs) are crucial for drug stability, but predicting their crystallization resistance requires accurate miscibility assessment.
- Current methods for determining miscibility in ASDs face theoretical and practical limitations, especially concerning temperature dependence.
Purpose of the Study:
- To compare the miscibility of nifedipine/polyvinylpyrrolidone (NIF/PVP) ASDs using a high-temperature rheological approach and low-temperature solid-state Nuclear Magnetic Resonance (ssNMR).
- To evaluate the applicability of the polymer overlap concentration (c*) based rheological method for inferring ASD miscibility at temperatures significantly below the glass transition temperature (Tg).
Main Methods:
- Utilized a rheological approach based on polymer overlap concentration (c*) at 175°C (above NIF's melting temperature, Tm).
- Employed solid-state NMR (ssNMR) 1H T1 and T1ρ relaxation times at -20°C (below NIF/PVP's Tg) to assess miscibility.
- Compared NIF/PVP ASDs with varying polyvinylpyrrolidone (PVP) molecular weights (Mw).
Main Results:
- The rheological approach at high temperatures showed good agreement with ssNMR measurements at low temperatures.
- For low Mw PVP, ssNMR 1H T1ρ relaxation times correlated better with the rheological findings.
- For high Mw PVP, ssNMR 1H T1 relaxation times were more consistent with the rheological approach.
Conclusions:
- The c* based rheological approach is a valuable tool for predicting the miscibility of ASDs even at deeply cooled states.
- Findings support the use of rheology for inferring long-term physical stability of ASDs across a wide temperature range.
- This study bridges the gap in understanding temperature-dependent miscibility in ASDs.
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