具有高亲和力的稳定单域抗体的in silico设计
Zhongyao Zhang1, Rob van der Kant2, Iva Marković3
1Switch Laboratory, VIB Center for Brain and Disease Research, VIB, 3000 Leuven, Belgium; Switch Laboratory, Department of Cellular and Molecular Medicine, KU Leuven, 3000 Leuven, Belgium; Switch Laboratory, VIB Center for AI & Computational Biology, VIB, 3000 Leuven, Belgium; Laboratory for Therapeutic and Diagnostic Antibodies, Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, 3000 Leuven, Belgium.
Structure (London, England : 1993)
|January 10, 2026
概括
新型抗体设计管道EvolveX增强了抗体的稳定性和亲和力. 这种基于结构的方法显著改善了抗体与标蛋白质的结合,为治疗开发提供了强大的工具.
科学领域:
- 生物技术是生物技术.
- 免疫学 免疫学 免疫学
- 结构生物学 结构生物学
背景情况:
- 抗体设计复杂且资源密集.
- 深度学习和生成方法显示出希望,但在实现高亲和度和稳定性方面面临挑战.
- 开发有效的抗体疗法需要克服这些设计局限性.
研究的目的:
- 介绍EvolveX,一个基于结构的抗体设计管道.
- 展示EvolveX提高抗体稳定性和亲和力的能力.
- 重新设计一个VHH抗体,使其与人类Vsig4.4有很高的亲和力.
主要方法:
- 利用了EvolveX,一个利用FoldX实证力场的管道.
- 单域抗体 (VHHs) 的设计的互补性确定区域 (CDRs).
- 应用EvolveX重新设计一个针对VHH的鼠标Vsig4 (mVsig4).
主要成果:
- EvolveX成功地提高了VHHs对mVsig4.4的稳定性和亲和力.
- 在与人类Vsig4.4的结合亲和性方面取得了超过1000倍的改善.
- 射线晶体学证实了设计准确性;NGS分析验证了管道效率.
结论:
- EvolveX克服了当前抗体设计的局限性.
- 为开发具有增强特异性,稳定性和有效性的治疗方法提供了强大的工具.
- 突出了使用实证力场的基于结构的设计的潜力.
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