中国仓鼠卵巢细胞
计算生物学
RNA剪接
生物
选择性拼接
遗传学
序列分析
双特异性抗体
终止密码子
序列(生物学)
计算机科学
DNA测序
DNA
非翻译区
密码子使用偏好性
同源(生物学)
仓鼠
重组DNA
载体(分子生物学)
序列同源性
表达式向量
翻译(生物学)
蛋白质工程
生物信息学
dna疫苗
序列比对
分子生物学
作者
Jeremy J Gam,Michelle Chang,Dinghai Zheng,Jennitte Stevens,Alec AK Nielsen,Kevin D. Smith
摘要
Bispecific antibodies are a growing class of therapeutics that simultaneously engage two targets. However, their complex molecular structures pose challenges for production in Chinese hamster ovary cells, the current industry standard for biologics manufacturing. Here we present a case study of three IgG-scFv format bsAbs expressed in CHO cells, in which one candidate exhibited markedly lower titers despite high sequence homology to the other two. Using multi-omics analysis (RNA sequencing, splicing prediction, codon optimization assessment, and motif screening) to investigate potential causes, we identified several likely mechanisms for poor expression, including aberrant splicing motifs, ribosome pausing sites, and suboptimal codon usage. Through targeted protein and DNA sequence engineering, we generated a revised variant with an 11-fold increase in stable expression titers. This work demonstrates that integrating sequence-level bioinformatic and synthetic biology diagnostics can directly improve manufacturability, providing a generalizable framework for resolving hidden expression liabilities in complex biologics.
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