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

By Sagmeister, Peter; Lebl, René; Castillo, Ismael; Rehrl, Jakob; Kruisz, Julia; Sipek, Martin; Horn, Martin; Sacher, Stephan; Cantillo, David; Williams, Jason D; Kappe, Oliver

Published on

Abstract

In multistep continuous flow chemistry, studying complex reaction mixtures in real time is a significant challenge, but provides an opportunity to enhance reaction understanding and control. We report the integration of four complementary process analytical technology tools (NMR, UV/Vis, IR and UHPLC) in the multistep synthesis of an active pharmaceutical ingredient, mesalazine. This synthetic route exploits flow processing for nitration, high temperature hydrolysis and hydrogenation reactions, as well as three inline separations. Advanced data analysis models were developed (indirect hard modeling, deep learning and partial least squares regression), to quantify the desired products, intermediates and impurities in real time, at multiple points along the synthetic pathway. The capabilities of the system have been demonstrated by operating both steady state and dynamic experiments and represents a significant step forward in data-driven continuous flow synthesis.

Journal

Angewandte Chemie International Edition. Volume 60, 2021, 8139-8148

DOI

10.1002/anie.202016007

Type of publication

Peer-reviewed journal

Affiliations

  • Research Article Center Pharmaceutical Engineering GmbH
  • Graz University of Technology
  • University of Graz

Article Classification

Research article

Classification Areas

  • PAT
  • API

Tags