尼玛特韦尔原料药连续结晶的自动自我优化

IF 3.4 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Reaction Chemistry & Engineering Pub Date : 2024-06-18 DOI:10.1039/D4RE00272E
Kakasaheb Y. Nandiwale, Robert P. Pritchard, Cameron T. Armstrong, Steven M. Guinness and Kevin P. Girard
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引用次数: 0

摘要

连续流结晶是一种极具吸引力的操作模式,因为它能够产生稳定的产品质量,同时与批量结晶相比,占地面积更小,生产成本更低。我们介绍了一种新颖的定制/内部自动化连续结晶平台与自我优化算法的结合。我们展示了 nirmatrelvir(PF-07321332)连续结晶的自动优化过程,nirmatrelvir 是 Paxlovid™ 的活性成分之一,Paxlovid™ 是一种强效、选择性和口服生物可用性的 SARS-CoV-2 Mpro 抑制剂。连续结晶平台由三台串联的混合悬浮液混合产物去除(MSMPR)结晶器组成,包括一个与实验室设备集成的内部设计的自动化用户界面。该平台还有一个基于混合整数非线性编程(MINLP)自我优化算法的迭代实验设计(DoE)。我们实现了实验室设备的自动控制,包括作为成核设备的流动超声池、进料泵、温度控制器单元(TCU)、热电偶、压力传感器、搅拌器和科里奥利质量流量计。我们通过开放式平台通信统一架构 (OPC UA) 实现了各种现场过程分析技术 (PAT) 的集成,包括采用 FBRM® (聚焦光束反射测量)技术的 Mettler Toledo ParticleTrack™ 和用于数据可视化和实时过程理解的 Blaze™ Metrics 成像探头。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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Automated self-optimization of continuous crystallization of nirmatrelvir API†

Continuous flow crystallization is an attractive mode of operation, due to its ability to generate consistent product quality while requiring a smaller footprint and lower production costs than its batch counterpart. We present a novel combination of a custom/in-house automated continuous crystallization platform integrated with self-optimization algorithms. We demonstrate the automated optimization of continuous crystallization of nirmatrelvir (PF-07321332), one of the active ingredients in Paxlovid™, a potent, selective, and orally bioavailable inhibitor of SARS-CoV-2 Mpro. The continuous crystallization platform consists of three mixed suspension mixed product removal (MSMPR) crystallizers in series and includes an in-house designed automation user interface integrated with lab equipment. The platform also has an iterative design of experiments (DoE) based on mixed-integer nonlinear programming (MINLP) self-optimization algorithms. We implement automated controls for the lab equipment, including a flow sonication cell as the nucleation device, feed pumps, temperature controller units (TCUs), thermocouples, pressure sensors, stirrers, and coriolis mass flow meters. We enable integration of variety of in situ process analytical technologies (PATs) via open platform communications unified architecture (OPC UA), including Mettler Toledo ParticleTrack™ with FBRM® (Focused Beam Reflectance Measurement) technology and Blaze™ Metrics imaging probe for the data visualization and real time process understanding.

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来源期刊
Reaction Chemistry & Engineering
Reaction Chemistry & Engineering Chemistry-Chemistry (miscellaneous)
CiteScore
6.60
自引率
7.70%
发文量
227
期刊介绍: Reaction Chemistry & Engineering is a new journal reporting cutting edge research into all aspects of making molecules for the benefit of fundamental research, applied processes and wider society. From fundamental, molecular-level chemistry to large scale chemical production, Reaction Chemistry & Engineering brings together communities of chemists and chemical engineers working to ensure the crucial role of reaction chemistry in today’s world.
期刊最新文献
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