Abstract:
:For polymer-based controlled release drug products (e.g. microspheres and implants), active pharmaceutical ingredient distribution and microporosity inside the polymer matrix are critical for product performance, particularly drug release kinetics. Due to the decreasing domain size and increasing complexity of such products, conventional characterization and release test techniques are limited by their resolution and speed. In this study, samples of controlled release poly(lactic-co-glycolic acid) microspheres in the diameter range of 30-80 μm are investigated with focused ion beam scanning electron microscope imaging at 20 nm or higher resolution. Image data is quantified with artificial intelligence-based image analytics to provide size distributions of drug particles and pores within the microsphere sample. With an innovative image-based numerical simulation method, release profiles are predicted in a matter of days regardless of the designed release time. A mechanistic understanding on the impact of porosity to the interplays of drug, formulation, process, and dissolution was gained.
journal_name
AAPS PharmSciTechjournal_title
AAPS PharmSciTechauthors
Zhang S,Wu D,Zhou Ldoi
10.1208/s12249-020-01741-wsubject
Has Abstractpub_date
2020-07-14 00:00:00pages
194issue
5issn
1530-9932pii
10.1208/s12249-020-01741-wjournal_volume
21pub_type
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