Digital design of chromatographic resins to improve mass transfer for large biomolecules: An exploration of concept

Abstract Chromatography offers a powerful platform for the purification of cell and gene therapy (CGT) products. However, commercial chromatographic resins suffer from limited capacities due to poor mass transfer, and the ideal resin structure for improving capacity remains unclear. Here, a concept of digital resin design is proposed to accelerate the structure design of high‐capacity resins for CGT products. The digital design procedure was performed by generating virtual resin structures, analyzing the key structure characteristics, and simulating the dynamic diffusion of biomolecules in turn. The results revealed that nanofiber‐based structures have a superior mass transfer ability for 100 nm‐size model molecules compared to nanoparticle‐based structures, as evidenced by 7.7 and two times improvement in the molecule breakthrough amount from structures and molecule diffusion displacement, respectively. The superiority of nanofiber‐based resin was further demonstrated by mRNA adsorption experiments. These results indicate that digital resin design is a useful tool for resin development.

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Publication Details

Journal
AIChE Journal
Published
2025-09-04
DOI
https://doi.org/10.1002/aic.70068
Citations
1
Primary Topic
Protein purification and stability
Type
article
Field-Weighted Citation Impact
0.81

Funders

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article

Digital design of chromatographic resins to improve mass transfer for large biomolecules: An exploration of concept

Shan‐Jing Yao, Dong‐Qiang Lin, Liangzhi Qiao
1 citations
AIChE Journal
Protein purification and stability
0.81
article

Digital design of chromatographic resins to improve mass transfer for large biomolecules: An exploration of concept

Shan‐Jing Yao, Dong‐Qiang Lin, Liangzhi Qiao
article en
1 citations

Abstract

Abstract Chromatography offers a powerful platform for the purification of cell and gene therapy (CGT) products. However, commercial chromatographic resins suffer from limited capacities due to poor mass transfer, and the ideal resin structure for improving capacity remains unclear. Here, a concept of digital resin design is proposed to accelerate the structure design of high‐capacity resins for CGT products. The digital design procedure was performed by generating virtual resin structures, analyzing the key structure characteristics, and simulating the dynamic diffusion of biomolecules in turn. The results revealed that nanofiber‐based structures have a superior mass transfer ability for 100 nm‐size model molecules compared to nanoparticle‐based structures, as evidenced by 7.7 and two times improvement in the molecule breakthrough amount from structures and molecule diffusion displacement, respectively. The superiority of nanofiber‐based resin was further demonstrated by mRNA adsorption experiments. These results indicate that digital resin design is a useful tool for resin development.

AIChE JournalVol. 72(1)
Ministry of Education (NZ)
National Natural Science Foundation of China, China Postdoctoral Science Foundation, National Key Research and Development Program of China
Openalex Percentile: Top 24%
Protein purification and stability
0.81
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