Application of Biomimetic Chromatography and QSRR Approach for Characterizing Organophosphate Pesticides.

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Tác giả: Krzesimir Ciura, Katarzyna Ewa Greber, Karolina Jagiello, Kamila Jarzyńska, Beata Judzińska, Julia Nicman, Tomasz Puzyn, Wiesław Sawicki, Yash Raj Singh, Karol Topka Kłończyński

Ngôn ngữ: eng

Ký hiệu phân loại:

Thông tin xuất bản: Switzerland : International journal of molecular sciences , 2025

Mô tả vật lý:

Bộ sưu tập: NCBI

ID: 705366

Biomimetic chromatography is a powerful tool used in the pharmaceutical industry to characterize the physicochemical properties of molecules during early drug discovery. Some studies have indicated that biomimetic chromatography may also be useful for the evaluation of toxicologically relevant molecules. In this study, we evaluated the usefulness of the biomimetic chromatography approach for determining the lipophilicity, affinity to phospholipids, and bind to plasma proteins of selected organophosphate pesticides. Quantitative structure-retention relationship (QSRR) models were proposed to understand the structural features that influence the experimentally determined properties. ACD/labs, Chemicalize, and alvaDesc software were used to calculate theoretical descriptors. Multilinear regression was used as the regression type, and feature selection was supported by a genetic algorithm. The obtained QSRR models were validated internally and externally, and they demonstrated satisfactory performance with key statistical parameters ranged from 0.844 to 0.914 for R
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