• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

具有闭环控制的随机场微波辅助药物冻干

Randomized-field microwave-assisted pharmaceutical lyophilization with closed-loop control.

作者信息

Alexeenko Alina A, Darwish Ahmad, Strongrich Drew, Kazarin Petr, Patil Chanakya, Tower Cole W, Wheeler Isaac S, Munson Eric, Zhou Qi, Narsimhan Vivek, Yoon Kyu, Nail Steven L, Cofer Anthony, Stanbro Justin, Renawala Harshil, Roth Daniel, DeMarco Francis, Griffiths Justin, Peroulis Dimitrios

机构信息

School of Aeronautics and Astronautics, Purdue University, West Lafayette, IN, 47907, USA.

Davidson School of Chemical Engineering, Purdue University, West Lafayette, IN, 47907, USA.

出版信息

Sci Rep. 2025 Mar 27;15(1):10536. doi: 10.1038/s41598-025-91642-4.

DOI:10.1038/s41598-025-91642-4
PMID:40148465
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11950371/
Abstract

The current lyophilization technology for biopharmaceuticals and vaccine products is capital and energy-intensive, largely due to the use of indirect, conductive heat transfer. The heat removal and input in freezing, primary drying, and secondary drying are via contact between the product and shelves cooled or heated by a circulating working fluid such as silicone oil. This is slow, inefficient, and leads to non-uniform freezing and drying, especially in large-scale production systems. To address the current throughput limitations of conventional lyophilization, this collaborative project by Purdue University, Merck and IMA Life develops the next generation of tunable randomized-field microwave lyophilization system demonstrating significant acceleration over conventional freeze-drying processes. The system uses a microwave source delivering electromagnetic energy to the lyophilization chamber at frequencies between 8 GHz and 18 GHz at power levels below 400 W and mechanical stirrers for field randomization to achieve uniform heating. The frequency range is selected due to its greater efficiency for heating ice relative to traditional industrial microwave frequencies of 915 MHz and 2.45 GHz. During operation, temperature is measured directly using optical sensors, providing robust real-time product data. Closed-loop control algorithms enable direct control of the product temperature throughout the drying process, ensuring the material is dried at an optimal rate. The results of quasi-Random Field (qRF) microwave drying for several benchmark formulations, including an attenuated live virus vaccine, are presented and compared with the corresponding conventional lyophilization processes. A model for the product temperature and primary drying time is developed and validated against experimental cases.

摘要

目前用于生物制药和疫苗产品的冻干技术既耗费资金又消耗能源,这主要是由于使用了间接的传导热传递方式。在冷冻、一次干燥和二次干燥过程中,热量的移除和输入是通过产品与由循环工作流体(如硅油)冷却或加热的搁板之间的接触来实现的。这种方式缓慢、低效,并且会导致冷冻和干燥不均匀,尤其是在大规模生产系统中。为了解决传统冻干技术目前的产量限制问题,普渡大学、默克公司和IMA Life公司开展了这个合作项目,开发下一代可调随机场微波冻干系统,该系统相较于传统冷冻干燥工艺有显著的加速效果。该系统使用一个微波源,以低于400瓦的功率水平在8吉赫兹至18吉赫兹的频率下向冻干腔输送电磁能量,并使用机械搅拌器使场随机化以实现均匀加热。选择这个频率范围是因为相对于传统工业微波频率915兆赫兹和2.45吉赫兹,它在加热冰方面效率更高。在运行过程中,使用光学传感器直接测量温度,提供可靠的实时产品数据。闭环控制算法能够在整个干燥过程中直接控制产品温度,确保物料以最佳速率干燥。文中展示了几种基准配方(包括一种减毒活病毒疫苗)的准随机场(qRF)微波干燥结果,并与相应的传统冻干工艺进行了比较。还开发了一个产品温度和一次干燥时间的模型,并根据实验案例进行了验证。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3e2b/11950371/ae617975429f/41598_2025_91642_Fig11_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3e2b/11950371/5f9953296ae0/41598_2025_91642_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3e2b/11950371/aee385836a46/41598_2025_91642_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3e2b/11950371/ddc4030e2f46/41598_2025_91642_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3e2b/11950371/e88254cb7901/41598_2025_91642_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3e2b/11950371/e37d30bad340/41598_2025_91642_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3e2b/11950371/51cdb25d5da9/41598_2025_91642_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3e2b/11950371/42b8bcb3914e/41598_2025_91642_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3e2b/11950371/5d197627460a/41598_2025_91642_Fig8_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3e2b/11950371/354bff8b9f21/41598_2025_91642_Fig9_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3e2b/11950371/6114b30da7f6/41598_2025_91642_Fig10_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3e2b/11950371/ae617975429f/41598_2025_91642_Fig11_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3e2b/11950371/5f9953296ae0/41598_2025_91642_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3e2b/11950371/aee385836a46/41598_2025_91642_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3e2b/11950371/ddc4030e2f46/41598_2025_91642_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3e2b/11950371/e88254cb7901/41598_2025_91642_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3e2b/11950371/e37d30bad340/41598_2025_91642_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3e2b/11950371/51cdb25d5da9/41598_2025_91642_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3e2b/11950371/42b8bcb3914e/41598_2025_91642_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3e2b/11950371/5d197627460a/41598_2025_91642_Fig8_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3e2b/11950371/354bff8b9f21/41598_2025_91642_Fig9_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3e2b/11950371/6114b30da7f6/41598_2025_91642_Fig10_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3e2b/11950371/ae617975429f/41598_2025_91642_Fig11_HTML.jpg

相似文献

1
Randomized-field microwave-assisted pharmaceutical lyophilization with closed-loop control.具有闭环控制的随机场微波辅助药物冻干
Sci Rep. 2025 Mar 27;15(1):10536. doi: 10.1038/s41598-025-91642-4.
2
Evaluation of Microwave Vacuum Drying as an Alternative to Freeze-Drying of Biologics and Vaccines: the Power of Simple Modeling to Identify a Mechanism for Faster Drying Times Achieved with Microwave.评估微波真空干燥作为生物制品和疫苗冷冻干燥的替代方法:简单建模识别更快干燥时间的机制的力量,微波实现。
AAPS PharmSciTech. 2021 Jan 19;22(1):52. doi: 10.1208/s12249-020-01912-9.
3
Protein purification process engineering. Freeze drying: A practical overview.蛋白质纯化工艺工程。冷冻干燥:实用概述。
Bioprocess Technol. 1994;18:317-67.
4
The influence of thermal radiation during microwave-assisted freeze-drying of pharmaceutical unit doses.微波辅助冷冻干燥制药单位剂量过程中热辐射的影响。
Int J Pharm. 2024 Oct 25;664:124640. doi: 10.1016/j.ijpharm.2024.124640. Epub 2024 Aug 25.
5
Statistical electromagnetics for industrial pharmaceutical lyophilization.用于工业制药冻干的统计电磁学
PNAS Nexus. 2022 May 16;1(3):pgac052. doi: 10.1093/pnasnexus/pgac052. eCollection 2022 Jul.
6
Fundamentals of freeze-drying.冷冻干燥基础
Pharm Biotechnol. 2002;14:281-360. doi: 10.1007/978-1-4615-0549-5_6.
7
The effect of loading process on product collapse during large-scale lyophilization.大规模冻干过程中加载过程对产品塌陷的影响。
J Pharm Sci. 2009 Mar;98(3):997-1004. doi: 10.1002/jps.21491.
8
Finite Element Method (FEM) Modeling of Freeze-drying: Monitoring Pharmaceutical Product Robustness During Lyophilization.冷冻干燥的有限元法(FEM)建模:冻干过程中监测药品稳定性
AAPS PharmSciTech. 2015 Dec;16(6):1317-26. doi: 10.1208/s12249-015-0318-9. Epub 2015 Mar 20.
9
Application of Optical Coherence Tomography Freeze-Drying Microscopy for Designing Lyophilization Process and Its Impact on Process Efficiency and Product Quality.应用光学相干断层冷冻干燥显微镜设计冷冻干燥工艺及其对工艺效率和产品质量的影响。
AAPS PharmSciTech. 2018 Jan;19(1):448-459. doi: 10.1208/s12249-017-0848-4. Epub 2017 Aug 7.
10
Heat Flux Analysis and Assessment of Drying Kinetics during Lyophilization of Fruits in a Pilot-Scale Freeze Dryer.中试规模冷冻干燥机中水果冻干过程的热通量分析及干燥动力学评估
Foods. 2023 Sep 11;12(18):3399. doi: 10.3390/foods12183399.

本文引用的文献

1
A Simple and Cost-Effective Technique to Monitor the Sublimation Flow During Primary Drying of Freeze-Drying Using Shelf Inlet/Outlet Temperature Difference or Chamber to Condenser Pressure Drop.一种使用搁板进出口温差或腔室到冷凝器压降监测冷冻干燥初级干燥升华流的简单且经济有效的技术。
J Pharm Sci. 2024 Jul;113(7):1898-1906. doi: 10.1016/j.xphs.2024.02.015. Epub 2024 Feb 17.
2
Microwave-Assisted Freeze-Drying: Impact of Microwave Radiation on the Quality of High-Concentration Antibody Formulations.微波辅助冷冻干燥:微波辐射对高浓度抗体制剂质量的影响
Pharmaceutics. 2023 Dec 15;15(12):2783. doi: 10.3390/pharmaceutics15122783.
3
Theoretical reasons for rapid heating of vegetable oils by microwaves.
植物油通过微波快速加热的理论原因。
Curr Res Food Sci. 2023 Nov 17;7:100641. doi: 10.1016/j.crfs.2023.100641. eCollection 2023.
4
Statistical electromagnetics for industrial pharmaceutical lyophilization.用于工业制药冻干的统计电磁学
PNAS Nexus. 2022 May 16;1(3):pgac052. doi: 10.1093/pnasnexus/pgac052. eCollection 2022 Jul.
5
Best Practices and Guidelines (2022) for Scale-Up and Tech Transfer in Freeze-Drying Based on Case Studies. Part 1: Challenges during Scale Up and Transfer.基于案例研究的冷冻干燥放大生产与技术转移最佳实践及指南(2022年)。第1部分:放大生产与转移过程中的挑战。
AAPS PharmSciTech. 2022 Nov 30;24(1):11. doi: 10.1208/s12249-022-02463-x.
6
Management of COVID-19 vaccines cold chain logistics: a scoping review.新型冠状病毒肺炎疫苗冷链物流管理:一项范围综述
J Pharm Policy Pract. 2022 Mar 2;15(1):16. doi: 10.1186/s40545-022-00411-5.
7
Integrated Point-of-Care Molecular Diagnostic Devices for Infectious Diseases.即时检测一体化分子诊断设备在传染病诊断中的应用
Acc Chem Res. 2021 Nov 16;54(22):4107-4119. doi: 10.1021/acs.accounts.1c00385. Epub 2021 Oct 26.
8
Recommended Best Practices for Lyophilization Validation-2021 Part I: Process Design and Modeling.推荐的 2021 年冻干验证最佳实践——第一部分:工艺设计和建模。
AAPS PharmSciTech. 2021 Aug 18;22(7):221. doi: 10.1208/s12249-021-02086-8.
9
Instability of therapeutic proteins - An overview of stresses, stabilization mechanisms and analytical techniques involved in lyophilized proteins.治疗性蛋白质的不稳定性-冻干蛋白质中涉及的应激、稳定机制和分析技术概述。
Int J Biol Macromol. 2021 Jan 15;167:309-325. doi: 10.1016/j.ijbiomac.2020.11.188. Epub 2020 Dec 1.
10
Application of First Principles Primary Drying Model to Lyophilization Process Design and Transfer: Case Studies From the Industry.第一原理初级干燥模型在冷冻干燥工艺设计和转移中的应用:来自工业界的案例研究。
J Pharm Sci. 2021 Feb;110(2):968-981. doi: 10.1016/j.xphs.2020.11.013. Epub 2020 Nov 26.