Predicting Spray Dried Dispersion Particle Size Via Machine Learning Regression Methods.

Spray dried dispersion particle size is a critical quality attribute that impacts bioavailability and manufacturability of the spray drying process and final dosage form. Substantial experimentation has been required to relate formulation and process parameters to particle size with the results limited to a single active pharmaceutical ingredient (API). This is the first study that demonstrates prediction of particle size independent of API for a wide range of formulation and process parameters at pilot and commercial scale.

Local Treatment of Non-small Cell Lung Cancer with a Spray-Dried Bevacizumab Formulation.

Local delivery of biotherapeutics to the lung holds great promise for treatment of lung diseases, but development of physically stable, biologically active dry powder formulations of large molecules for inhalation has remained a challenge. Here, spray drying was used to manufacture a dry powder pulmonary formulation of bevacizumab, a monoclonal antibody approved to treat non-small cell lung cancer (NSCLC) by intravenous infusion. By reformulating bevacizumab for local delivery, reduced side effects, lower doses, and improved patient compliance are possible.

Engineering Advances in Spray Drying for Pharmaceuticals.

Spray drying is a versatile technology that has been applied widely in the chemical, food, and, most recently, pharmaceutical industries. This review focuses on engineering advances and the most significant applications of spray drying for pharmaceuticals. An in-depth view of the process and its use is provided for amorphous solid dispersions, a major, growing drug-delivery approach.

Novel High-Drug-Loaded Amorphous Dispersion Tablets of Posaconazole; and Assessment.

Amorphous solid dispersions (ASDs) can increase the bioavailability of drugs with poor aqueous solubility. However, concentration-sustaining dispersion polymers (CSPs) incorporated in ASDs can result in low drug loading and, therefore, a large dosage-form size or multiple units to meet dose requirements, potentially decreasing patient compliance. To address this challenge, a high-loaded dosage-form (HLDF) architecture for ASDs was developed, in which a drug is first spray-dried with a high glass-transition temperature () dispersion polymer to facilitate high drug loading while maintaining physical stability.

Solvent-Assisted Secondary Drying of Spray-Dried Polymers.

Purpose: The purpose of this work is to introduce solvent-assisted secondary drying, a method used to accelerate the residual solvent removal from spray dried materials. Spray-drying is used to manufacture amorphous solid dispersions, which enhance the bioavailability of active pharmaceutical ingredients (APIs) with low aqueous solubility. In the spray-drying process, API and excipients are co-dissolved in a volatile organic solvent, atomized into droplets through a nozzle, and introduced to a drying chamber containing heated nitrogen gas.

A novel architecture for achieving high drug loading in amorphous spray dried dispersion tablets.

Although Amorphous Solid Dispersions (ASDs) effectively increase bioavailability, tablet mass can be high due to the large fraction of excipients needed to stabilize the amorphous drug in the solid state, extend drug supersaturation in solution and achieve robust manufacturability. The aim of this work was to reduce tablet mass of an ASD tablet comprising a low glass transition temperature (T), rapidly crystallizing drug without compromising these key attributes. In this approach, erlotinib (T = 42 °C, T/T = 1.

Application of imaging based tools for the characterisation of hollow spray dried amorphous dispersion particles.

The aim of this study was to investigate novel approaches to determine spray dried dispersion (SDD) specific particle characteristics through the use of imaging based technologies. The work demonstrates approaches that can be applied in order to access quantitative approximations for powder characteristics for hollow particles, such as SDD. Cryo-SEM has been used to measure the solid volume fraction and/or particle density of SDD particles.

A Model-Based Methodology for Spray-Drying Process Development.

Solid amorphous dispersions are frequently used to improve the solubility and, thus, the bioavailability of poorly soluble active pharmaceutical ingredients (APIs). Spray-drying, a well-characterized pharmaceutical unit operation, is ideally suited to producing solid amorphous dispersions due to its rapid drying kinetics. This paper describes a novel flowchart methodology based on fundamental engineering models and state-of-the-art process characterization techniques that ensure that spray-drying process development and scale-up are efficient and require minimal time and API.