Advanced Experiment Design Strategies for Drug Development
Wang et al. analyze 592 drug development studies published between 2020 and 2024 that applied design of experiments methodologies. The review surveys both classical and emerging approaches—including Bayesian optimization and active learning—and identifies a critical gap between advanced experimental strategies and their practical adoption in ...
Fanjin Wang +3 more
wiley +1 more source
Incorporation of a Natural Deep Eutectic Solvent-Based System as a Cryoprotectant in Solid Lipid Nanoparticles: Advancing toward Industrial Scalability. [PDF]
Florêncio I +8 more
europepmc +1 more source
Predictive models successfully screen nanoparticles for toxicity and cellular uptake. Yet, complex biological dynamics and sparse, nonstandardized data limit their accuracy. The field urgently needs integrated artificial intelligence/machine learning, systems biology, and open‐access data protocols to bridge the gap between materials science and safe ...
Mariya L. Ivanova +4 more
wiley +1 more source
Aprepitant-loaded solid lipid nanoparticles: a novel approach to enhance oral bioavailability. [PDF]
Hussain M +8 more
europepmc +1 more source
Autonomous AI‐Driven Design for Skin Product Formulations
This review presents a comprehensive closed‐loop framework for autonomous skin product formulation design. By integrating artificial intelligence‐driven experiment selection with automated multi‐tiered assays, the approach shifts development from trial‐and‐error to intelligent optimisation.
Yu Zhang +5 more
wiley +1 more source
Improved Biopharmaceutical Performance of Coenzyme Q10 Through Solid Lipid Nanoparticles for Enhanced Brain Delivery. [PDF]
Halder S +5 more
europepmc +1 more source
Therapeutic Applications of Stimuli‐Based Release and Engineering of Extracellular Vesicles
This review summarizes the effects of endogenous and exogenous stimuli, their effects on the natural release of extracellular vesicles, as well as their uptake and release. It also gives an overview of stimuli‐responsive EVs and their therapeutic applications. Extracellular vesicles (EVs), nano‐ to microsized lipid bilayer membrane‐bound particles, are
Gloria Kemunto, Kristen Dellinger
wiley +1 more source
Formulation and Optimization of Pyrazinamide-Loaded Solid Lipid Nanoparticles by Employing a Design of Experiments Approach. [PDF]
Chokshi N +3 more
europepmc +1 more source
Natural Aging of Biomaterials in Ambient and Physiological Environments
Biomaterials used in biomedical applications can change their physical properties over time, even under ambient and physiological conditions. This review highlights key studies on the natural aging of materials ranging from soft hydrogels to metals and ceramics, emphasizing how time‐dependent changes influence function and performance.
Shuyu Zhang, Anne E. Staples
wiley +1 more source
Development and Optimization of Oral Dissolution Films for Enhanced Delivery of Ebastine-Loaded Solid Lipid Nanoparticles. [PDF]
Chen K, Sun Y.
europepmc +1 more source

