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◆ European journal of pharmaceutics and biopharmaceutics : official journal of Arbeitsgemeinschaft fur Pharmazeutische Verfahrenstechnik e.V2026-08-05

ExcipioForm: Operationalizing excipient safety through a deterministic decision system for pediatric extemporaneous formulations - Part i.

Fabrício Costa Fanhani, Wellington Martins de Carvalho Ragassi, Luiza Gonçalves Soutier, Bruno Knevitz Hammerschmitt, Roberto Pontarolo, Antônio Eduardo Matoso Mendes, Luana Mota Ferreira

原始摘要(英文原文)· Original abstract
The lack of age-appropriate dosage forms forces a heavy reliance on pediatric extemporaneous compounding, increasing risks of excipient-related toxicity and physicochemical instability, particularly in neonates. However, current digital health tools rarely integrate real-time formulation parameters with age-stratified toxicological metrics. This study introduces ExcipioForm, a deterministic screening framework designed to automate excipient safety assessment in pediatric liquid formulations, using oral antihypertensives as initial models. The system operates risk assessment by processing multi-dimensional inputs through a three-layer validation pipeline: age-dependent clinical toxicity boundaries, active pharmaceutical ingredient pH-stability constraints, and quantitative exposure limits. Powered by a standardized relational database of 81 excipients and 128 clinical rules, the engine evaluated 50 simulated formulation cases with a mean execution latency of 2.27 ms per case. Demonstrative scenarios confirmed reproducible risk detection, including neonatal benzyl alcohol contraindications and concentration-dependent polyol thresholds. By translating static toxicological data into an active, auditable verification workflow, ExcipioForm provides a robust, reproducible foundation to enhance patient safety and compounding governance at the point of care. Ultimately, this framework functions as a robust decision-support tool designed to mitigate toxicological risks and standardize compounding practices, serving to inform and enhance clinician judgment in pediatric pharmacotherapy.
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ExcipioForm: Operationalizing excipient safety through a deterministic decision system for pediatric extemporaneous formulations - Part i. — 科研速览 Science Skim