单变量
肽
化学
偶联反应
动力学
设计质量
组合化学
化学动力学
相(物质)
生物系统
肽合成
计算化学
多元统计
计算机科学
有机化学
物理化学
催化作用
物理
生物化学
生物
机器学习
粒径
量子力学
作者
Jingyao Wang,Paridhi Agrawal,Mark R. Berglund,Jennifer McClary Groh,Michael E. Kopach,Kevin D. Seibert,Shekhar K. Viswanath
摘要
Abstract The peptide coupling reaction is one of the most critical steps in the solid phase synthesis of therapeutic peptides/proteins. Improper reaction conditions can result in several common impurities such as single amino acid deletions, additions, N‐terminus modifications, and D‐isomers, all while potentially impacting the active pharmaceutical ingredient critical quality attributes. In this work, we developed a first‐principle mechanistic reaction kinetics model for the solid‐phase peptide/protein coupling reaction based on well‐established reaction mechanisms and experimental data from literature. Utilizing the reaction kinetics model, we present a systematic, quality by design approach for the coupling reaction control strategy. Critical process parameters are identified via univariate analysis and the design space is designated via multivariate risk assessment. The presented approach provides a novel solution for designing solid‐phase peptide/protein synthesis control strategies and identifying normal operating ranges for each process parameter, as well as the associated design space.
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