Grupo de Modelagem Molecular de Sistemas Biológicos, Laboratório Nacional de Computação Científica, LNCC/MCT, Petrópolis, CEP 25651-075, Brazil.
BMC Genomics. 2010 Oct 29;11:610. doi: 10.1186/1471-2164-11-610.
Trypanosoma cruzi is the etiological agent of Chagas' disease, an endemic infection that causes thousands of deaths every year in Latin America. Therapeutic options remain inefficient, demanding the search for new drugs and/or new molecular targets. Such efforts can focus on proteins that are specific to the parasite, but analogous enzymes and enzymes with a three-dimensional (3D) structure sufficiently different from the corresponding host proteins may represent equally interesting targets. In order to find these targets we used the workflows MHOLline and AnEnΠ obtaining 3D models from homologous, analogous and specific proteins of Trypanosoma cruzi versus Homo sapiens.
We applied genome wide comparative modelling techniques to obtain 3D models for 3,286 predicted proteins of T. cruzi. In combination with comparative genome analysis to Homo sapiens, we were able to identify a subset of 397 enzyme sequences, of which 356 are homologous, 3 analogous and 38 specific to the parasite.
In this work, we present a set of 397 enzyme models of T. cruzi that can constitute potential structure-based drug targets to be investigated for the development of new strategies to fight Chagas' disease. The strategies presented here support the concept of structural analysis in conjunction with protein functional analysis as an interesting computational methodology to detect potential targets for structure-based rational drug design. For example, 2,4-dienoyl-CoA reductase (EC 1.3.1.34) and triacylglycerol lipase (EC 3.1.1.3), classified as analogous proteins in relation to H. sapiens enzymes, were identified as new potential molecular targets.
克氏锥虫是恰加斯病的病原体,这是一种地方性感染病,每年在拉丁美洲导致数千人死亡。治疗选择仍然效率低下,需要寻找新的药物和/或新的分子靶点。这些努力可以集中在针对寄生虫特有的蛋白质上,但是与宿主蛋白质具有足够不同的三维(3D)结构的类似酶和酶可能同样是有趣的靶标。为了找到这些靶标,我们使用了 MHOLline 和 AnEnΠ 工作流程,从克氏锥虫与智人同源、类似和特异的蛋白质中获得 3D 模型。
我们应用全基因组比较建模技术获得了 3286 个预测的克氏锥虫蛋白质的 3D 模型。结合与智人比较基因组分析,我们能够鉴定出 397 个酶序列的子集,其中 356 个是同源的,3 个是类似的,38 个是特异的。
在这项工作中,我们提出了一组 397 个克氏锥虫酶模型,它们可以构成潜在的基于结构的药物靶标,以开发新的策略来对抗恰加斯病。这里提出的策略支持结构分析与蛋白质功能分析相结合的概念,作为一种有趣的计算方法来检测基于结构的合理药物设计的潜在靶标。例如,2,4-二烯酰辅酶 A 还原酶(EC 1.3.1.34)和三酰基甘油脂肪酶(EC 3.1.1.3)被归类为与智人酶类似的蛋白质,被鉴定为新的潜在分子靶标。