a Biologics Development Sciences , Janssen Biotherapeutics, Janssen Research & Development, LLC, Spring House, PA, USA.
b Biology Department , Swarthmore College, Swarthmore, PA, USA.
MAbs. 2018 Aug/Sep;10(6):876-889. doi: 10.1080/19420862.2018.1480299. Epub 2018 Aug 21.
T-cell redirecting bispecific antibodies (bsAbs) or antibody-derived agents that combine tumor antigen recognition with CD3-mediated T cell recruitment are highly potent tumor-killing molecules. Despite the tremendous progress achieved in the last decade, development of such bsAbs still faces many challenges. This work aimed to develop a mechanism-based pharmacokinetic/pharmacodynamic (PK/PD) modeling framework that can be used to assist the development of T-cell redirecting bsAbs. A Target cell-Biologics-Effector cell (TBE) complex-based cell killing model was developed using in vitro and in vivo data, which incorporates information on binding affinities of bsAbs to CD3 and target receptors, expression levels of CD3 and target receptors, concentrations of effector and target cells, as well as respective physiological parameters. This TBE model can simultaneously evaluate the effect of multiple system-specific and drug-specific factors on the T-cell redirecting bsAb exposure-response relationship on a physiological basis; it reasonably captured multiple reported in vitro cytotoxicity data, and successfully predicted the effect of some key factors on in vitro cytotoxicity assays and the efficacious dose of blinatumomab in humans. The mechanistic nature of this model uniquely positions it as a knowledge-based platform that can be readily expanded to guide target selection, drug design, candidate selection and clinical dosing regimen projection, and thus support the overall discovery and development of T-cell redirecting bsAbs.
T 细胞重定向双特异性抗体(bsAb)或抗体衍生药物将肿瘤抗原识别与 CD3 介导的 T 细胞募集相结合,是非常有效的肿瘤杀伤分子。尽管在过去十年中取得了巨大进展,但此类 bsAb 的开发仍然面临许多挑战。本研究旨在开发一种基于机制的药代动力学/药效学(PK/PD)建模框架,可用于辅助 T 细胞重定向 bsAb 的开发。使用体外和体内数据开发了基于靶细胞-生物制剂-效应细胞(TBE)复合物的细胞杀伤模型,该模型结合了 bsAb 与 CD3 和靶受体的结合亲和力、CD3 和靶受体的表达水平、效应细胞和靶细胞的浓度以及各自的生理参数等信息。该 TBE 模型可以在生理基础上同时评估多个系统特异性和药物特异性因素对 T 细胞重定向 bsAb 暴露-反应关系的影响;它合理地捕捉了多个已报道的体外细胞毒性数据,并成功预测了一些关键因素对体外细胞毒性测定和blinatumomab 在人体内有效剂量的影响。该模型的机制性质使其成为一个知识型平台,可以轻松扩展以指导靶标选择、药物设计、候选药物选择和临床给药方案预测,从而支持 T 细胞重定向 bsAb 的整体发现和开发。