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Advanced Real-Time Process Analytics for Multistep Synthesis in Continuous Flow*.

Peter Sagmeister1,2, René Lebl1,2, Ismael Castillo3

  • 1Center for Continuous Flow Synthesis and Processing (CCFLOW), Research Center Pharmaceutical Engineering GmbH (RCPE), Inffeldgasse 13, 8010, Graz, Austria.

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|January 12, 2021
PubMed
Summary
This summary is machine-generated.

This study integrates four analytical tools for real-time monitoring of continuous flow synthesis. Advanced data models quantify products and impurities, enhancing control in pharmaceutical manufacturing.

Keywords:
flow chemistrymultistep synthesisprocess analytical technologiesprocess controlreal-time analysis

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Area of Science:

  • Chemical Engineering
  • Analytical Chemistry
  • Process Chemistry

Background:

  • Real-time analysis of complex mixtures in multistep continuous flow chemistry is challenging.
  • Understanding and controlling reactions in flow processes can be significantly improved with advanced monitoring.

Purpose of the Study:

  • To integrate multiple Process Analytical Technology (PAT) tools for real-time monitoring.
  • To develop advanced data analysis models for quantifying components in a continuous flow synthesis.
  • To demonstrate enhanced reaction understanding and control in pharmaceutical manufacturing.

Main Methods:

  • Integration of Nuclear Magnetic Resonance (NMR), UV/Vis, Infrared (IR), and Ultra-High-Performance Liquid Chromatography (UHPLC) tools.
  • Multistep continuous flow synthesis of mesalazine, including nitration, hydrolysis, and hydrogenation.
  • Development of data analysis models: indirect hard modeling, deep learning, and partial least squares regression.

Main Results:

  • Successful real-time quantification of products, intermediates, and impurities at multiple points.
  • Demonstration of system capabilities through steady-state and dynamic experiments.
  • Enabled enhanced understanding and control of the continuous flow synthetic process.

Conclusions:

  • The integrated PAT system provides real-time insights into complex flow chemistry.
  • Advanced data analysis enables precise quantification and process control.
  • This approach represents a significant advancement in data-driven continuous flow synthesis for pharmaceuticals.