Martins Filomena, Santos Susana, Ventura Cristina, Elvas-Leitão Ruben, Santos Lídia, Vitorino Susana, Reis Marina, Miranda Vanessa, Correia Henrique F, Aires-de-Sousa João, Kovalishyn Vasyl, Latino Diogo A R S, Ramos Jorge, Viveiros Miguel
Centro de Química e Bioquímica (CQB), Departamento de Química e Bioquímica, Faculdade de Ciências, Universidade de Lisboa, Ed. C8, Campo Grande, 1749-016 Lisboa, Portugal.
Centro de Química e Bioquímica (CQB), Departamento de Química e Bioquímica, Faculdade de Ciências, Universidade de Lisboa, Ed. C8, Campo Grande, 1749-016 Lisboa, Portugal.
Eur J Med Chem. 2014 Jun 23;81:119-38. doi: 10.1016/j.ejmech.2014.04.077. Epub 2014 Apr 29.
The disturbing emergence of multidrug-resistant strains of Mycobacterium tuberculosis (Mtb) has been driving the scientific community to urgently search for new and efficient antitubercular drugs. Despite the various drugs currently under evaluation, isoniazid is still the key and most effective component in all multi-therapeutic regimens recommended by the WHO. This paper describes the QSAR-oriented design, synthesis and in vitro antitubercular activity of several potent isoniazid derivatives (isonicotinoyl hydrazones and isonicotinoyl hydrazides) against H37Rv and two resistant Mtb strains. QSAR studies entailed RFs and ASNNs classification models, as well as MLR models. Strict validation procedures were used to guarantee the models' robustness and predictive ability. Lipophilicity was shown not to be relevant to explain the activity of these derivatives, whereas shorter N-N distances and lengthy substituents lead to more active compounds. Compounds 1, 2, 4, 5 and 6, showed measured activities against H37Rv higher than INH (i.e., MIC ≤ 0.28 μM), while compound 9 exhibited a six fold decrease in MIC against the katG (S315T) mutated strain, by comparison with INH (i.e., 6.9 vs. 43.8 μM). All compounds were ineffective against H37RvINH (ΔkatG), a strain with a full deletion of the katG gene, thus corroborating the importance of KatG in the activation of INH-based compounds. The most potent compounds were also shown not to be cytotoxic up to a concentration 500 times higher than MIC.
结核分枝杆菌(Mtb)多重耐药菌株的出现令人不安,促使科学界迫切寻找新型高效的抗结核药物。尽管目前有多种药物正在评估中,但异烟肼仍是世界卫生组织推荐的所有多药治疗方案中的关键且最有效的成分。本文描述了几种强效异烟肼衍生物(异烟酰腙和异烟酰肼)针对H37Rv及两种耐药Mtb菌株的基于定量构效关系(QSAR)的设计、合成及体外抗结核活性。QSAR研究涉及随机森林(RFs)和人工神经网络(ASNNs)分类模型以及多元线性回归(MLR)模型。采用了严格的验证程序以确保模型的稳健性和预测能力。结果表明,脂溶性与这些衍生物的活性无关,而较短的N-N距离和较长的取代基会产生活性更高的化合物。化合物1、2、4、5和6对H37Rv的实测活性高于异烟肼(即最低抑菌浓度(MIC)≤0.28μM),而化合物9对katG(S315T)突变菌株的MIC相较于异烟肼降低了6倍(即6.9对43.8μM)。所有化合物对katG基因完全缺失的菌株H37RvINH(ΔkatG)均无效,从而证实了KatG在基于异烟肼的化合物激活中的重要性。最有效的化合物在浓度高于MIC 500倍时也未显示出细胞毒性。