Indian Institute of Science Education and Research, Pune, Dr. Homi Bhabha Road, Pune 411008, India.
Indian Institute of Science Education and Research, Pune, Dr. Homi Bhabha Road, Pune 411008, India; Bioinformatics Institute, 30 Biopolis Street, #07-01, Matrix, Singapore 138671, Singapore.
Methods. 2017 Dec 1;131:33-65. doi: 10.1016/j.ymeth.2017.09.008. Epub 2017 Sep 27.
It has been twenty years since the first rationally designed small molecule drug was introduced into the market. Since then, we have progressed from designing small molecules to designing biotherapeutics. This class of therapeutics includes designed proteins, peptides and nucleic acids that could more effectively combat drug resistance and even act in cases where the disease is caused because of a molecular deficiency. Computational methods are crucial in this design exercise and this review discusses the various elements of designing biotherapeutic proteins and peptides. Many of the techniques discussed here, such as the deterministic and stochastic design methods, are generally used in protein design. We have devoted special attention to the design of antibodies and vaccines. In addition to the methods for designing these molecules, we have included a comprehensive list of all biotherapeutics approved for clinical use. Also included is an overview of methods that predict the binding affinity, cell penetration ability, half-life, solubility, immunogenicity and toxicity of the designed therapeutics. Biotherapeutics are only going to grow in clinical importance and are set to herald a new generation of disease management and cure.
自首个合理设计的小分子药物进入市场以来,已经过去了二十年。从那时起,我们的研究已经从设计小分子药物发展到了设计生物疗法。这类疗法包括设计的蛋白质、肽和核酸,它们可以更有效地对抗耐药性,甚至可以在疾病是由分子缺陷引起的情况下发挥作用。计算方法在这种设计中至关重要,本综述讨论了设计生物治疗性蛋白质和肽的各个方面。这里讨论的许多技术,如确定性和随机设计方法,通常用于蛋白质设计。我们特别关注抗体和疫苗的设计。除了这些分子的设计方法外,我们还列出了所有已批准用于临床使用的生物疗法。还包括概述了预测设计治疗药物的结合亲和力、细胞穿透能力、半衰期、溶解度、免疫原性和毒性的方法。生物疗法在临床重要性方面只会不断增加,并有望开创新一代疾病管理和治疗方法。