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author:

Chen, Y.-C. (Chen, Y.-C..) [1] | Chen, X.-Y. (Chen, X.-Y..) [2] | Lin, Z.-Y. (Lin, Z.-Y..) [3] | Yao, S.-J. (Yao, S.-J..) [4] | Lin, D.-Q. (Lin, D.-Q..) [5]

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Scopus

Abstract:

The utilization of modeling tools has gained significant attention recently. These models typically involve a series of partial differential equations, which can be challenging for novice modelers. This paper presented an approach in practical teaching of modeling tools for ion-exchange chromatography with three parts: model introduction, model calibration through group learning using different calibration strategies, and model applications. This approach was integrated into the traditional bioseparation engineering curriculum as an activity, using the separation of monomer-dimer mixtures of monoclonal antibodies as an example. Results of competitive group learning and the Wilcoxon test revealed that the parameter-by-parameter method was more user-friendly than the Yamamoto method for novice modelers to obtain reasonable model parameters quickly. Then, students used the well-fitted model for process optimization and explored the effects of process parameters and material input variation on the chromatography process, which helped students appreciate the critical role of time and material savings achieved through modeling tools. Finally, the student questionnaire results revealed that over two-thirds of the students gave positive feedback on the activity. Through this practical teaching, students became familiar with chromatography modeling tools, moving away from the tedious formulaic descriptions found in traditional modeling courses. This well-designed activity can be expanded from academia to industry, transforming the novice modelers into experienced modelers who can meet the high demands of the modern biopharmaceutical industry. © 2023 American Chemical Society and Division of Chemical Education, Inc.

Keyword:

Analytical Chemistry Biotechnology Chromatography Computer-Based Learning Drugs/Pharmaceuticals Graduate Education/Research Proteins/Peptides Upper-Division Undergraduate

Community:

  • [ 1 ] [Chen Y.-C.]College of Chemical and Biological Engineering, Zhejiang University, Hangzhou, 310058, China
  • [ 2 ] [Chen X.-Y.]School of Economics and Management, Fuzhou University, Fuzhou, 350116, China
  • [ 3 ] [Lin Z.-Y.]Zhejiang University-University of Edinburgh Institute, Zhejiang University, Haining, 314400, China
  • [ 4 ] [Yao S.-J.]College of Chemical and Biological Engineering, Zhejiang University, Hangzhou, 310058, China
  • [ 5 ] [Lin D.-Q.]College of Chemical and Biological Engineering, Zhejiang University, Hangzhou, 310058, China

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Source :

Journal of Chemical Education

ISSN: 0021-9584

Year: 2023

Issue: 10

Volume: 100

Page: 3888-3896

2 . 5

JCR@2023

2 . 5 0 0

JCR@2023

JCR Journal Grade:2

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 4

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 4

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