Song Jinsung, Park Seo-Young, Lee Dong-Yup
School of Chemical Engineering, Sungkyunkwan University, 2066 Seobu-Ro, Jangan-GuGyeonggi-Do 16419, Suwon-Si, South Korea.
Appl Microbiol Biotechnol. 2025 Jan 14;109(1):7. doi: 10.1007/s00253-024-13402-0.
Process intensification and simplification in biopharmaceutical manufacturing have driven the exploration of advanced feeding strategies to improve culture performance and process consistency. Conventional media design strategies, however, are often constrained by the stability and solubility challenges of amino acids, particularly in large-scale applications. As a result, dipeptides have emerged as promising alternatives. Despite extensive research on amino acids, dipeptide supplementation in Chinese hamster ovary (CHO) cell-based manufacturing has received comparatively less attention. In this review, we critically analyze challenges associated with amino acids prone to instability and poor solubility (e.g., glutamine, cysteine, and tyrosine), and explore the potential of dipeptides to address these limitations. We explore the intricate mechanisms of dipeptide transport and enzymatic cleavage, highlighting how chemical properties, stereoisomerism, and competitive metabolites influence their utilization. Notably, while most dipeptides exhibit enhanced solubility, their stabilization effects and culture performance remain variable, underlining the need for rational design. To guide future innovations, we propose tailored dipeptide strategies derived for specific biomanufacturing needs by integrating multi-omics analysis, metabolic flux modeling, and artificial intelligence (AI) modeling. KEY POINTS : •Explored dipeptides as a solution to amino acid instability and poor solubility, enhancing cell culture performance. •Discussed transporter kinetics and cleavage enzymes influencing dipeptide utilization in biomanufacturing. •Suggested various design strategies for identifying appropriate dipeptide pairs to improve bioprocess efficiency.
生物制药生产中的过程强化和简化推动了对先进补料策略的探索,以提高培养性能和过程一致性。然而,传统的培养基设计策略常常受到氨基酸稳定性和溶解性挑战的限制,尤其是在大规模应用中。因此,二肽已成为有前景的替代方案。尽管对氨基酸进行了广泛研究,但在中国仓鼠卵巢(CHO)细胞生产中补充二肽受到的关注相对较少。在本综述中,我们批判性地分析了与易不稳定和溶解性差的氨基酸(如谷氨酰胺、半胱氨酸和酪氨酸)相关的挑战,并探讨了二肽解决这些限制的潜力。我们探索了二肽转运和酶促裂解的复杂机制,强调了化学性质、立体异构和竞争性代谢物如何影响它们的利用。值得注意的是,虽然大多数二肽表现出增强的溶解性,但其稳定作用和培养性能仍然各不相同,这突出了合理设计的必要性。为指导未来的创新,我们提出了通过整合多组学分析、代谢通量建模和人工智能(AI)建模,针对特定生物制造需求的定制二肽策略。要点:•探索二肽作为解决氨基酸不稳定性和溶解性差的方法,提高细胞培养性能。•讨论了影响生物制造中利用二肽的转运体动力学和裂解酶。•建议了各种设计策略,以识别合适的二肽对,提高生物过程效率。