Rabia Lilia A, Zhang Yulei, Ludwig Seth D, Julian Mark C, Tessier Peter M
Isermann Department of Chemical & Biological Engineering, Center for Biotechnology & Interdisciplinary Studies, Rensselaer Polytechnic Institute, Troy, NY, USA.
Department of Pharmaceutical Sciences.
Protein Eng Des Sel. 2018 Nov 1;31(11):409-418. doi: 10.1093/protein/gzz002.
Specificity is one of the most important and complex properties that is central to both natural antibody function and therapeutic antibody efficacy. However, it has proven extremely challenging to define robust guidelines for predicting antibody specificity. Here we evaluated the physicochemical determinants of antibody specificity for multiple panels of antibodies, including >100 clinical-stage antibodies. Surprisingly, we find that the theoretical net charge of the complementarity-determining regions (CDRs) is a strong predictor of antibody specificity. Antibodies with positively charged CDRs have a much higher risk of low specificity than antibodies with negatively charged CDRs. Moreover, the charge of the entire set of six CDRs is a much better predictor of antibody specificity than the charge of individual CDRs, variable domains (VH or VL) or the entire variable fragment (Fv). The best indicators of antibody specificity in terms of CDR amino acid composition are reduced levels of arginine and lysine and increased levels of aspartic and glutamic acid. Interestingly, clinical-stage antibodies with negatively charged CDRs also have a lower risk for poor biophysical properties in general, including a reduced risk for high levels of self-association. These findings provide powerful guidelines for predicting antibody specificity and for identifying safe and potent antibody therapeutics.
特异性是自然抗体功能和治疗性抗体疗效的核心,是最重要且复杂的特性之一。然而,事实证明,制定预测抗体特异性的可靠指南极具挑战性。在此,我们评估了多组抗体(包括100多种临床阶段抗体)的抗体特异性的物理化学决定因素。令人惊讶的是,我们发现互补决定区(CDR)的理论净电荷是抗体特异性的有力预测指标。与带负电荷CDR的抗体相比,带正电荷CDR的抗体具有低特异性的风险要高得多。此外,整套六个CDR的电荷比单个CDR、可变结构域(VH或VL)或整个可变片段(Fv)的电荷更能预测抗体特异性。就CDR氨基酸组成而言,抗体特异性的最佳指标是精氨酸和赖氨酸水平降低以及天冬氨酸和谷氨酸水平升高。有趣的是,一般而言,带负电荷CDR的临床阶段抗体具有较差生物物理特性的风险也较低,包括高水平自我缔合风险降低。这些发现为预测抗体特异性以及鉴定安全有效的抗体疗法提供了有力指南。