Related Experiment Video
Updated: Sep 19, 2025

A Package of Established Analytical Tools to Investigate the Solid-State Alteration of Lipid-Based Excipients
Published on: August 9, 2022
Guiding excipient selection for physically stable amorphous solid dispersions: A combined in-vitro in-silico
Egis Zeneli1, Hugo Bohets2, Frédéric Ngono Mebenga2
1University of Basel, Department of Pharmaceutical Sciences, Klingelbergstrasse 50, Basel 4056, Switzerland; University of Applied Sciences and Arts Northwestern Switzerland, Institute of Pharma Technology Hofackerstr. 30, CH-4132 Muttenz, Switzerland; Janssen Pharmaceutica, Turnhoutseweg 30, Beerse 2340, Belgium.
A new combined in-vitro/high-throughput (HTS) and in-silico strategy effectively screens amorphous solid dispersions (ASDs). This method accurately predicts ASD physical stability by assessing drug-polymer interactions and molecular mobility, aiding pharmaceutical development.
Area of Science:
- Pharmaceutical Sciences
- Materials Science
- Computational Chemistry
Background:
- Fast screening of amorphous solid dispersions (ASDs) is crucial for pharmaceutical development.
- Existing methods like in-silico prediction and high-throughput experimentation lack comparative data.
- A challenge remains in predicting the physical stability of ASDs under various conditions.
Purpose of the Study:
- To propose and validate a combined miniaturized high-throughput screening (HTS) and computational approach for ASDs.
- To evaluate the physical stability of ASDs using experimental and in-silico methods.
- To correlate computational predictions with experimental observations for ASD stability.
Main Methods:
- Miniaturized HTS of ASDs using polarized light microscopy (PLM) to determine instability onset time.
- Calculation of activity coefficients via conductor-like screening model for real solvents (COSMO-RS) to assess drug-polymer interactions.
- Estimation of wet glass transition temperature (Tg) to account for molecular mobility.
Main Results:
- The combined in-vitro/HTS and in-silico strategy demonstrated an 87% alignment with experimental ASD instability.
- Physical stability is significantly impacted by low molecular mobility and strong drug-polymer interactions.
- COSMO-RS calculations accurately predicted interactions and molecular mobility relevant to ASD stability.
Conclusions:
- The developed strategy offers a reliable method for early-stage industrial screening of ASDs.
- This approach supports the understanding that molecular mobility and drug-polymer interactions are key to ASD physical stability.
- The combined in-vitro/HTS and in-silico method can accelerate pharmaceutical formulation development.
Related Concept Videos
Factors Influencing Drug Absorption: Pharmaceutical Parameters
Factors Affecting Dissolution: Polymorphism, Amorphism and Pseudopolymorphism
Some polymorphic crystals possess lower aqueous solubility than their amorphous counterparts, leading to incomplete absorption. For instance, the oral suspension of Chloramphenicol, which...
Factors Affecting Dissolution: Drug Permeability, Stability and Stereochemistry
Factors Affecting Dissolution: Particle Size and Effective Surface Area
Factors Influencing Drug Absorption: Physicochemical Parameters
Enhanced drug absorption can be achieved by reducing particle sizes and increasing surface areas, thereby facilitating...
Colloidal precipitates

