Bioinformatics Institute, Agency for Science, Technology and Research (ASTAR), Singapore, Singapore.
Newcastle Research and Innovation Institute (NewRIIS), Singapore, Singapore.
Front Immunol. 2020 Dec 7;11:604318. doi: 10.3389/fimmu.2020.604318. eCollection 2020.
Boosting the production of recombinant therapeutic antibodies is crucial in both academic and industry settings. In this work, we investigated the usage of varying signal peptides by antibody V-genes and their roles in recombinant transient production, systematically comparing myeloma and the native signal peptides of both heavy and light chains in 168 antibody permutation variants. We found that amino acids count and types (essential or non-essential) were important factors in a logistic regression equation model for predicting transient co-transfection protein production rates. Deeper analysis revealed that the culture media were often incomplete and that the supplementation of essential amino acids can improve the recombinant protein yield. While these findings are derived from transient HEK293 expression, they also provide insights to the usage of the large repertoire of antibody signal peptides, where by varying the number of specific amino acids in the signal peptides attached to the variable regions, bottlenecks in amino acid availability can be mitigated.
提高重组治疗性抗体的产量在学术和工业领域都至关重要。在这项工作中,我们研究了不同抗体 V 基因的信号肽的使用及其在重组瞬时生产中的作用,系统比较了骨髓瘤和重链和轻链的天然信号肽在 168 种抗体排列变体中的作用。我们发现,对于预测瞬时共转染蛋白产生率的逻辑回归方程模型,氨基酸数量和类型(必需或非必需)是重要因素。更深入的分析表明,培养基通常不完整,补充必需氨基酸可以提高重组蛋白的产量。虽然这些发现来自于瞬时 HEK293 表达,但它们也为使用大量抗体信号肽提供了启示,通过改变连接可变区的信号肽中特定氨基酸的数量,可以减轻氨基酸可用性的瓶颈。