Center for Computational Biology and Bioinformatics, Koc University, Istanbul, Turkey.
PLoS One. 2013 Jun 6;8(6):e66178. doi: 10.1371/journal.pone.0066178. Print 2013.
Alzheimer's disease is the most common form of dementia. It is a neurodegenerative and incurable disease that is associated with the tight packing of amyloid fibrils. This packing is facilitated by the compatibility of the ridges and grooves on the amyloid surface. The GxMxG motif is the major factor creating the compatibility between two amyloid surfaces, making it an important target for the design of amyloid aggregation inhibitors. In this study, a peptide, experimentally proven to bind Aβ40 fibrils at the GxMxG motif, was mutated by a novel methodology that systematically replaces amino acids with residues that share similar chemical characteristics and subsequently assesses the energetic favorability of these mutations by docking. Successive mutations are combined and reassessed via docking to a desired level of refinement. This methodology is both fast and efficient in providing potential inhibitors. Its efficiency lies in the fact that it does not perform all possible combinations of mutations, therefore decreasing the computational time drastically. The binding free energies of the experimentally studied reference peptide and its three top scoring derivatives were evaluated as a final assessment/valuation. The potential of mean forces (PMFs) were calculated by applying the Jarzynski's equality to results of steered molecular dynamics simulations. For all of the top scoring derivatives, the PMFs showed higher binding free energies than the reference peptide substantiating the usage of the introduced methodology to drug design.
阿尔茨海默病是最常见的痴呆症形式。它是一种神经退行性和不可治愈的疾病,与淀粉样纤维的紧密堆积有关。这种堆积是由淀粉样表面上的脊和槽的兼容性促成的。GxMxG 基序是在两个淀粉样表面之间产生兼容性的主要因素,使其成为淀粉样蛋白聚集抑制剂设计的重要目标。在这项研究中,一种肽,经实验证明可在 GxMxG 基序处结合 Aβ40 纤维,通过一种新的方法进行了突变,该方法系统地用具有相似化学特性的残基取代氨基酸,然后通过对接评估这些突变的能量有利性。通过对接将连续的突变进行组合和重新评估,以达到所需的细化程度。这种方法在提供潜在抑制剂方面既快速又高效。它的效率在于它不会执行所有可能的突变组合,因此大大减少了计算时间。通过应用 Jarzynski 等式从受控分子动力学模拟的结果中计算了平均力势(PMF)。对于所有得分最高的衍生物,PMF 显示出比参考肽更高的结合自由能,证实了所提出的方法在药物设计中的应用。