| Literature DB >> 31050887 |
Jernej Štukelj1,2, Sami Svanbäck1,2, Mikael Agopov2, Korbinian Löbmann3, Clare J Strachan1, Thomas Rades3, Jouko Yliruusi1,2.
Abstract
Amorphous materials exhibit distinct physicochemical properties compared to their respective crystalline counterparts. One of these properties, the increased solubility of amorphous materials, is exploited in the pharmaceutical industry as a way of increasing bioavailability of poorly water-soluble drugs. Despite the increasing interest in drug amorphization, the analytical physicochemical toolbox is lacking a reliable method for direct amorphous solubility assessment. Here, we show, for the first time, a direct approach to measure the amorphous solubility of diverse drugs by combining optics with fluidics, the single particle analysis (SPA) method. Moreover, a comparison was made to a theoretical estimation based on thermal analysis and to a standardized supersaturation and precipitation method. We have found a good level of agreement between the three methods. Importantly, the SPA method allowed for the first experimental measurement of the amorphous solubility for griseofulvin, a fast crystallizing drug, without the use of a crystallization inhibitor. In conclusion, the SPA approach enables rapid and straightforward determination of the supersaturation potential for amorphous materials of less than 0.1 mg, which could prove highly beneficial in the fields of materials science, analytical chemistry, physical chemistry, food science, pharmaceutical science, and others.Entities:
Year: 2019 PMID: 31050887 PMCID: PMC6750642 DOI: 10.1021/acs.analchem.9b01378
Source DB: PubMed Journal: Anal Chem ISSN: 0003-2700 Impact factor: 6.986
Figure 1Crystalline and amorphous particle depicted at the beginning and after 10 min of the SPA measurement. As the dissolution occurs in the controlled environment with sink conditions, the only rate limiting step is the concentration at the particle–solution interface. With the thermodynamically most stable crystalline form, the concentration at the interface is equal to the thermodynamic equilibrium concentration. Consequently, with the amorphous material, the concentration at the interface is equal to the maximum achievable drug supersaturation in solution upon amorphization.
Figure 2(a) XRPD diffractograms of amorphous (orange) and crystalline (blue) drug samples. (b) DSC thermograms of amorphous (orange) and crystalline (blue) drug samples. The zoomed-in endothermic event for crystalline dipyridamole is due to evaporation of water from the sample.
Distinct XRPD Peak Positions, Glass Transition (Tg), and Crystallization Temperatures (Tc) of Amorphous Samples and Temperature of Melting (Tm) and Enthalpy of Melting (ΔHm) for Crystalline Samplesa
| XRPD | DSC | ||||
|---|---|---|---|---|---|
| compound | distinct peak positions (°2θ) | Δ | |||
| celecoxib | 5.4, 16.2, 21.6 | 48.9 ± 1.7 | 101.2 ± 0.1 | 161.4 ± 0.2 | 99.1 ± 1.0 |
| danazol | 13.5, 15.8, 18.9 | 74.2 ± 1.1 | 105.6 ± 0.2 | 226.8 ± 0.3 | 102.5 ± 2.4 |
| dipyridamole | 8.1, 8.9, 17.5 | 41.7 ± 1.3 | 80.5 ± 2.4 | 165.6 ± 0.1 | 60.1 ± 0.9 |
| griseofulvin | 10.8, 14.6, 16,5 | 89.0 ± 1.2 | 123.3 ± 0.4 | 217.6 ± 0.3 | 114.4 ± 2.0 |
| indomethacin | 11.6, 17.0, 19.6 | 36.4 ± 0.6 | 116.2 ± 0.3 | 159.8 ± 0.2 | 102.3 ± 4.5 |
The Tg value is given as the midpoint temperature of the step change in heat capacity of the DSC thermograms. For Tc and Tm, onset temperatures are listed.
Figure 3(a) Correlation between the equilibrium solubility measured with the SPA method and the shake-flask method using the μDISS Profiler. (b) Apparent equilibrium solubility of amorphous IND measured in USP buffer pH 2.0 and USP buffer pH 2.0 with added PVP 0.1% (m/v) using the SPA method. Error bars represent one standard deviation.
DS Measured with the SPA Method, the Modified SSPM, and Theoretically Estimated According to the Hoffman Method with Correction for the Effect of Water on the Amorphous Solute, and DS Values Found in the Literaturea
| SPA
method | SSPM | theoretical estimation | literature | |||
|---|---|---|---|---|---|---|
| compound | milli-Q | USP buffer | USP buffer | N/A | dissolution in water | theoretical estimation |
| CEL | 18.9 | 22.3 | 20.6 | 21.7 | 3.1 | 21 |
| DAN | 18.3 | 21.9 | 21.5 | 23.9 | 3.0 | 26.5 |
| DIP | 15.3 | 17.2 | 17.3 | 6.6 | 10 | |
| GRI | 29.8 | 34.3 | 5.9 | 34.6 | 1.4 | 29.1 |
| IND | 20.4 | 23.6 | 22.3 | 18.7 | 4.9 | 20.8 |
CEL, celecoxib; DAN, danazol; DIP, dipyridamole; GRI, griseofulvin; and IND, indomethacin.
Milli-Q-ultrapure water, type 1.
Distilled water.
Deionized water.
USP HCl buffer pH 2.0.
USP borate buffer pH 9.0.
Predicted value below the Tg of the drug.
Ref (16).
Ref (10).
Ref (18).
Ref (30).