Super-fast production of drug nanocrystals: Dual asymmetric centrifugation-enabled media milling applied to high throughput formulation screening

• Dual asymmetric centrifugation (DAC) proves effective for obtaining drug nanocrystals. • DAC reduces manufacturing time by up to 1440 × compared to reported methods. • Predictive capability was demonstrated, with an error below 15%. • A quantitative link between process variables and particle size was demonstrated. • DAC shows a highest milling efficiency versus conventional wet media milling. Drug nanocrystals (NCs) have entirely changed the panorama of drug delivery, enabling enhanced drug absorption and long-acting drug release. The vast majority of marketed NCs-based products are obtained via media milling using of-the-shelf industrial machinery. However, early-stage formulation development is time-consuming and challenging when limited active amounts are available. This study demonstrates the feasibility of producing NCs using dual asymmetric centrifugation (DAC) in a single 1-minute milling cycle. The methodology proved effective for 9 out of 10 evaluated drugs, achieving particle sizes as low as 174 nm. Subsequently, three drugs were selected for an in-depth study of the influence of various parameters on particle size and polydispersity index (PDI). The crystallinity and morphology of the resulting NCs were investigated using thermal analysis and transmission electron microscopy. Potential sample contamination was assessed using nanoparticle tracking analysis, with values < 1 %. A multiple-response optimization study and a microhydrodynamic analysis of the milling established a quantitative relationship between the process variables and particle size. Furthermore, it established that the DAC methodology significantly outperforms conventional laboratory-scale wet media milling in terms of milling efficiency. The findings of this study position DAC as a rapid, cost-effective, and efficient top-down wet media milling method to obtain NCs.

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Publication Details

Journal
Materials & Design
Published
2025-06-06
DOI
https://doi.org/10.1016/j.matdes.2025.114216
Citations
3
Primary Topic
Drug Solubulity and Delivery Systems
Type
article
Field-Weighted Citation Impact
2.37

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article

Super-fast production of drug nanocrystals: Dual asymmetric centrifugation-enabled media milling applied to high throughput formulation screening

María Gabriela Bordón, Lucía López-Vidal, Alejandro J. Paredes
3 citations
Materials & Design
Drug Solubulity and Delivery Systems
2.37
article

Super-fast production of drug nanocrystals: Dual asymmetric centrifugation-enabled media milling applied to high throughput formulation screening

María Gabriela Bordón, Lucía López-Vidal, Alejandro J. Paredes
article en
3 citations

Abstract

• Dual asymmetric centrifugation (DAC) proves effective for obtaining drug nanocrystals. • DAC reduces manufacturing time by up to 1440 × compared to reported methods. • Predictive capability was demonstrated, with an error below 15%. • A quantitative link between process variables and particle size was demonstrated. • DAC shows a highest milling efficiency versus conventional wet media milling. Drug nanocrystals (NCs) have entirely changed the panorama of drug delivery, enabling enhanced drug absorption and long-acting drug release. The vast majority of marketed NCs-based products are obtained via media milling using of-the-shelf industrial machinery. However, early-stage formulation development is time-consuming and challenging when limited active amounts are available. This study demonstrates the feasibility of producing NCs using dual asymmetric centrifugation (DAC) in a single 1-minute milling cycle. The methodology proved effective for 9 out of 10 evaluated drugs, achieving particle sizes as low as 174 nm. Subsequently, three drugs were selected for an in-depth study of the influence of various parameters on particle size and polydispersity index (PDI). The crystallinity and morphology of the resulting NCs were investigated using thermal analysis and transmission electron microscopy. Potential sample contamination was assessed using nanoparticle tracking analysis, with values < 1 %. A multiple-response optimization study and a microhydrodynamic analysis of the milling established a quantitative relationship between the process variables and particle size. Furthermore, it established that the DAC methodology significantly outperforms conventional laboratory-scale wet media milling in terms of milling efficiency. The findings of this study position DAC as a rapid, cost-effective, and efficient top-down wet media milling method to obtain NCs.

Materials & DesignVol. 255
Queen's University Belfast (GB), Centro Científico Tecnológico - Córdoba (AR)
Royal Society, Academy of Medical Sciences, Engineering and Physical Sciences Research Council
Openalex Percentile: Top 12%
Drug Solubulity and Delivery Systems
2.37
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