Similarity-Based Virtual Screening to Find Antituberculosis Agents Based on Novel Scaffolds: Design, Syntheses and Pharmacological Assays.
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Borrás Salvador, Rafael; García García, Ángela; de Julián Ortiz, Jesús Vicente; Gálvez Álvarez, Jorge; Font, David; Ayats, Carles; Guna Serrano, María del Remedio; Muñoz Collado, Carlos; Villalgordo, Jose Manuel
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Aquest document és un/a article, creat/da en: 2022
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A method to identify molecular scaffolds potentially active against the Mycobacterium tuberculosis complex (MTBC) is developed. A set of structurally heterogeneous agents against MTBC was used to obtain a mathematical model based on topological descriptors. This model was statistically validated through a Leave-n-Out test. It successfully discriminated between active or inactive compounds over 86% in database sets. It was also useful to select new potential antituberculosis compounds in external databases. The selection of new substituted pyrimidines, pyrimidones and triazolo[1,5-a]pyrimidines was particularly interesting because these structures could provide new scaffolds in this field. The seven selected candidates were synthesized and six of them showed activity in vitro. |
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