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Published on: April 3, 2026
Integration of In Silico Degradation Prediction, Mechanistic Stress Testing, and Accelerated Stability Modeling for
Ishant Raju Dokewar1, Sarita Suryabhan Pawar2
1Department of Pharmaceutical Chemistry, Sanjivani College of Pharmaceutical Education and Research, Kopargaon, Maharashtra, 423603, India. ishantdokewarphd@sanjivani.org.in.
Abstract:
A stability-assessment framework integrating Zeneth in silico degradation prediction, AIBN-mediated radical autoxidation, and ASAPprime® accelerated kinetic modeling was developed for olaparib drug substance and a prototype immediate-release tablet. Zeneth predicted benzylic oxidation as the dominant degradation pathway (pathway score 912). Under AIBN stress, Impurity 6 formed at 2.15%, with radical-initiator dependence confirmed by an AIBN-free control (< 0.1% total impurity); aqueous hydrogen peroxide (1.0%) provided degradant mass for LC-MS/MS characterization. Impurity 6 was confirmed as the benzylic ketone (C₂₄H₂₁FN₄O₄) against an authenticated reference standard (Schymanski Level 1; mass error + 0.7 ppm); the reprocessed HRMS/MS fragmentation ladder was fully reconciled with this assignment, and Impurity 6 was chromatographically resolved from its isomeric Impurity 4 (relative retention times 1.45 versus 1.02). Isoconversion ASAPprime® studies (drug substance: 50-80 °C/11-75% RH; formulation: 40-70°C/11-75% RH) were validated against 12-month real-time data. The drug substance followed first-order kinetics (Ea = 91.2 ± 6.7 kJ·mol⁻1) with negligible humidity sensitivity (B = 0.004 ± 0.003; p > 0.05), yielding a model-derived 95% confidence shelf-life estimate of 3.4 years (MAPD = 5.3%; Q2 = 0.96). The formulation showed accelerated kinetics (Ea = 85.4 ± 5.9 kJ·mol⁻1; B = 0.014 ± 0.005; p < 0.05) and a shelf-life estimate of 2.6 years (MAPD = 5.2%; Q2 = 0.93). These projections require confirmation by longer-term real-time data. The workflow provides a development stage stability risk assessment tool; Impurity 6 was structurally confirmed at Level 1 against an authenticated reference standard, and the formulation was single batch and unoptimized.
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