ArticleJournal of molecular modeling2026
Integrating quantum chemical descriptors and Monte Carlo simulations for analytical quality assurance of antineoplastic agents under gamma sterilization.
Article in Journal of molecular modeling, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Authors and funding
4 authors.
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Abstract
contextThe sterilization of antineoplastic agents remains a critical challenge due to the high sensitivity of active pharmaceutical ingredients (APIs) to ionizing radiation. This study proposes a virtual validation protocol (VVP)-introduced here as a conceptual, computational screening framework rather than a regulatory recognized validation procedure-intended to support analytical quality assurance by prioritizing and guiding experimental stability testing rather than replacing it, thereby reducing the reliance on extensive trial-and-error laboratory work. Obtained results identify mercaptopurine as a significant outlier due to the "trap effect" induced by its sulfur-containing structure (Z
methodsThe protocol integrates density functional theory (DFT) and Monte Carlo (MCNPX) simulations. Molecular structures were optimized at the ωB97XD/def2TZVP level to determine spectroscopic behaviors and evaluate chemical reactivity through HOMO-LUMO energy gaps. Simultaneously, radiation interaction parameters were modeled across a 0.015-15 MeV energy range and validated against theoretical XCOM data.
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