Applied Research and Operations, Astellas Pharma Inc., Tsukuba city, Ibaraki, 305-8585, Japan.
Riken Center for Computational Science, Nihonbashi 1-Chome Mitsui Building, 15th floor, 1-4-1 Nihonbashi, Tsukuba, 103-0027, Japan.
Sci Rep. 2023 Mar 25;13(1):4922. doi: 10.1038/s41598-023-32022-8.
VHH, the antigen-binding fragment of a heavy chain-only antibody, is a useful component of antibody-based therapeutics. Thermal stability, represented by the melting temperature (Tm), is one of the key factors affecting the developability of antibody-based therapeutics. In this study, we examined whether the in silico free energy score dStability can be used to design mutants with improved Tm compared to the anti-lysozyme VHH, D3-L11. After verifying that exhaustive mutagenesis was inefficient for improving Tm, we performed a two-round rational approach that combined dStability calculations with a small number of experiments. This method improved the Tm by more than 5 °C in several single mutants including A79I. It reduced the affinity for the antigen by less than 1.6-fold. We speculate that stabilization of A79I required exquisite compatibility among neighboring residues to fill in the internal cavity in the protein. Given that we identified only one mutation that could simultaneously improve Tm and almost maintain affinity, we concluded that achieving both is extremely difficult, even with single mutations that are not located in the paratope. Therefore, we recommend using a variety of approaches when trying to achieve such a feat. Our method will be a useful complementary approach to other existing methods.
VHH 是重链抗体的抗原结合片段,是抗体类治疗药物的有用组成部分。热稳定性(以熔点(Tm)表示)是影响抗体类治疗药物开发性的关键因素之一。在这项研究中,我们研究了是否可以使用基于计算机的自由能评分 dStability 来设计与抗溶菌酶 VHH D3-L11 相比 Tm 更高的突变体。在验证了彻底突变对于提高 Tm 效率不高之后,我们进行了两轮合理的方法,将 dStability 计算与少量实验相结合。该方法使包括 A79I 在内的几个单点突变体的 Tm 提高了超过 5°C。它使抗原亲和力降低不到 1.6 倍。我们推测 A79I 的稳定性需要相邻残基之间的精密兼容性,以填补蛋白质内部的空腔。鉴于我们只鉴定出一个既能提高 Tm 又能几乎保持亲和力的突变,我们得出结论,即使是不在变区的单点突变,同时实现这两者也极其困难。因此,我们建议在尝试实现这一目标时使用多种方法。我们的方法将是对其他现有方法的有用补充方法。