Label-free single microparticles and cell aggregates sorting in continuous cell-based manufacturing

There is a paradigm shift in biomanufacturing toward continuous bioprocessing but cell-based manufacturing using adherent and suspension cultures, including microcarriers, hydrogel microparticles, and 3D cell aggregates, remains challenging due to the lack of efficient in-line bioprocess monitoring...

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Main Authors: Gong, Lingyan, He, Linwei, Lu, Nan, Petchakup, Chayakorn, Li, Holden King Ho, Tay, Chor Yong, Hou, Han Wei
Other Authors: School of Mechanical and Aerospace Engineering
Format: Article
Language:English
Published: 2024
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Online Access:https://hdl.handle.net/10356/174671
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1746712024-04-13T16:49:12Z Label-free single microparticles and cell aggregates sorting in continuous cell-based manufacturing Gong, Lingyan He, Linwei Lu, Nan Petchakup, Chayakorn Li, Holden King Ho Tay, Chor Yong Hou, Han Wei School of Mechanical and Aerospace Engineering School of Materials Science and Engineering Lee Kong Chian School of Medicine (LKCMedicine) Nanyang Environment and Water Research Institute Environmental Chemistry and Materials Centre Engineering Cell-based manufacturing Hydrogel microparticles There is a paradigm shift in biomanufacturing toward continuous bioprocessing but cell-based manufacturing using adherent and suspension cultures, including microcarriers, hydrogel microparticles, and 3D cell aggregates, remains challenging due to the lack of efficient in-line bioprocess monitoring and cell harvesting tools. Herein, a novel label-free microfluidic platform for high throughput (≈50 particles/sec) impedance bioanalysis of biomass, cell viability, and stem cell differentiation at single particle resolution is reported. The device is integrated with a real-time piezo-actuated particle sorter based on user-defined multi-frequency impedance signatures. Biomass profiling of Cytodex-3 microcarriers seeded with adipose-derived mesenchymal stem cells (ADSCs) is first performed to sort well-seeded or confluent microcarriers for downstream culture or harvesting, respectively. Next, impedance-based isolation of microcarriers with osteogenic differentiated ADSCs is demonstrated, which is validated with a twofold increase of calcium content in sorted ADSCs. Impedance profiling of heterogenous ADSCs-encapsulated hydrogel (alginate) microparticles and 3D ADSC aggregate mixtures is also performed to sort particles with high biomass and cell viability to improve cell quality. Overall, the scalable microfluidic platform technology enables in-line sample processing from bioreactors directly and automated analysis of cell quality attributes to maximize cell yield and improve the control of cell quality in continuous cell-based manufacturing. Ministry of Education (MOE) Submitted/Accepted version This research was supported by Singapore Ministry of Education (MOE) AcRF Tier 2 (MOE-T2EP30120-0004) and MOE AcRF Tier 1 (RG29/23) awarded to H.W.H. L.G. acknowledges support for the NTU PhD Research Scholarship. 2024-04-07T07:26:53Z 2024-04-07T07:26:53Z 2024 Journal Article Gong, L., He, L., Lu, N., Petchakup, C., Li, H. K. H., Tay, C. Y. & Hou, H. W. (2024). Label-free single microparticles and cell aggregates sorting in continuous cell-based manufacturing. Advanced Healthcare Materials. https://dx.doi.org/10.1002/adhm.202304529 2192-2640 https://hdl.handle.net/10356/174671 10.1002/adhm.202304529 38465888 2-s2.0-85187943696 en MOE-T2EP30120-0004 RG29/23 Advanced Healthcare Materials © 2024 Wiley-VCH GmbH. All rights reserved. This article may be downloaded for personal use only. Any other use requires prior permission of the copyright holder. The Version of Record is available online at http://doi.org/10.1002/adhm.202304529. application/pdf application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering
Cell-based manufacturing
Hydrogel microparticles
spellingShingle Engineering
Cell-based manufacturing
Hydrogel microparticles
Gong, Lingyan
He, Linwei
Lu, Nan
Petchakup, Chayakorn
Li, Holden King Ho
Tay, Chor Yong
Hou, Han Wei
Label-free single microparticles and cell aggregates sorting in continuous cell-based manufacturing
description There is a paradigm shift in biomanufacturing toward continuous bioprocessing but cell-based manufacturing using adherent and suspension cultures, including microcarriers, hydrogel microparticles, and 3D cell aggregates, remains challenging due to the lack of efficient in-line bioprocess monitoring and cell harvesting tools. Herein, a novel label-free microfluidic platform for high throughput (≈50 particles/sec) impedance bioanalysis of biomass, cell viability, and stem cell differentiation at single particle resolution is reported. The device is integrated with a real-time piezo-actuated particle sorter based on user-defined multi-frequency impedance signatures. Biomass profiling of Cytodex-3 microcarriers seeded with adipose-derived mesenchymal stem cells (ADSCs) is first performed to sort well-seeded or confluent microcarriers for downstream culture or harvesting, respectively. Next, impedance-based isolation of microcarriers with osteogenic differentiated ADSCs is demonstrated, which is validated with a twofold increase of calcium content in sorted ADSCs. Impedance profiling of heterogenous ADSCs-encapsulated hydrogel (alginate) microparticles and 3D ADSC aggregate mixtures is also performed to sort particles with high biomass and cell viability to improve cell quality. Overall, the scalable microfluidic platform technology enables in-line sample processing from bioreactors directly and automated analysis of cell quality attributes to maximize cell yield and improve the control of cell quality in continuous cell-based manufacturing.
author2 School of Mechanical and Aerospace Engineering
author_facet School of Mechanical and Aerospace Engineering
Gong, Lingyan
He, Linwei
Lu, Nan
Petchakup, Chayakorn
Li, Holden King Ho
Tay, Chor Yong
Hou, Han Wei
format Article
author Gong, Lingyan
He, Linwei
Lu, Nan
Petchakup, Chayakorn
Li, Holden King Ho
Tay, Chor Yong
Hou, Han Wei
author_sort Gong, Lingyan
title Label-free single microparticles and cell aggregates sorting in continuous cell-based manufacturing
title_short Label-free single microparticles and cell aggregates sorting in continuous cell-based manufacturing
title_full Label-free single microparticles and cell aggregates sorting in continuous cell-based manufacturing
title_fullStr Label-free single microparticles and cell aggregates sorting in continuous cell-based manufacturing
title_full_unstemmed Label-free single microparticles and cell aggregates sorting in continuous cell-based manufacturing
title_sort label-free single microparticles and cell aggregates sorting in continuous cell-based manufacturing
publishDate 2024
url https://hdl.handle.net/10356/174671
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