Sangphukieo Apiwat, Nawae Wanapinun, Laomettachit Teeraphan, Supasitthimethee Umaporn, Ruengjitchatchawalya Marasri
Bioinformatics and Systems Biology program, King Mongkut's University of Technology Thonburi (KMUTT), Bang Khun Thian, Bangkok, 10150, Thailand.
Pilot Plant Development and Training Institute, KMUTT (Bang Khun Thian), Bangkok, 10150, Thailand.
PLoS One. 2015 Oct 30;10(11):e0139562. doi: 10.1371/journal.pone.0139562. eCollection 2015.
Cyclotides are a family of triple disulfide cyclic peptides with exceptional resistance to thermal/chemical denaturation and enzymatic degradation. Several cyclotides have been shown to possess anti-HIV activity, including kalata B1 (KB1). However, the use of cyclotides as anti-HIV therapies remains limited due to the high toxicity in normal cells. Therefore, grafting anti-HIV epitopes onto a cyclotide might be a promising approach for reducing toxicity and simultaneously improving anti-HIV activity. Viral envelope glycoprotein gp120 is required for entry of HIV into CD4+ T cells. However, due to a high degree of variability and physical shielding, the design of drugs targeting gp120 remains challenging. We created a computational protocol in which molecular modeling techniques were combined with a genetic algorithm (GA) to automate the design of new cyclotides with improved binding to HIV gp120. We found that the group of modified cyclotides has better binding scores (23.1%) compared to the KB1. By using molecular dynamic (MD) simulation as a post filter for the final candidates, we identified two novel cyclotides, GA763 and GA190, which exhibited better interaction energies (36.6% and 22.8%, respectively) when binding to gp120 compared to KB1. This computational design represents an alternative tool for modifying peptides, including cyclotides and other stable peptides, as therapeutic agents before the synthesis process.
环肽是一类具有三对二硫键的环状肽,对热/化学变性和酶促降解具有非凡的抗性。已证明几种环肽具有抗HIV活性,包括卡拉塔B1(KB1)。然而,由于在正常细胞中具有高毒性,环肽作为抗HIV疗法的应用仍然有限。因此,将抗HIV表位嫁接到环肽上可能是一种有前途的方法,既能降低毒性,又能同时提高抗HIV活性。HIV进入CD4 + T细胞需要病毒包膜糖蛋白gp120。然而,由于高度的变异性和物理屏蔽,靶向gp120的药物设计仍然具有挑战性。我们创建了一种计算方案,将分子建模技术与遗传算法(GA)相结合,以自动设计与HIV gp120结合力更强的新型环肽。我们发现,与KB1相比,修饰后的环肽组具有更好的结合分数(提高了23.1%)。通过使用分子动力学(MD)模拟作为最终候选物的后置筛选,我们鉴定出两种新型环肽GA763和GA190,与KB1相比,它们与gp120结合时表现出更好的相互作用能(分别提高了36.6%和22.8%)。这种计算设计代表了一种在合成过程之前修饰肽(包括环肽和其他稳定肽)作为治疗剂的替代工具。