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Lee J, Kim H, Lim HR, Kim YS, Hoang TTT, Choi J, Jeong GJ, Kim H, Herbert R, Soltis I, Kim KR, Lee SH, Kwon Y, Lee Y, Jang YC, Yeo WH. Large-scale smart bioreactor with fully integrated wireless multivariate sensors and electronics for long-term in situ monitoring of stem cell culture. SCIENCE ADVANCES 2024; 10:eadk6714. [PMID: 38354246 PMCID: PMC10866562 DOI: 10.1126/sciadv.adk6714] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/04/2023] [Accepted: 01/17/2024] [Indexed: 02/16/2024]
Abstract
Achieving large-scale, cost-effective, and reproducible manufacturing of stem cells with the existing devices is challenging. Traditional single-use cell-bag bioreactors, limited by their rigid and single-point sensors, struggle with accuracy and scalability for high-quality cell manufacturing. Here, we introduce a smart bioreactor system that enables multi-spatial sensing for real-time, wireless culture monitoring. This scalable system includes a low-profile, label-free thin-film sensor array and electronics integrated with a flexible cell bag, allowing for simultaneous assessment of culture properties such as pH, dissolved oxygen, glucose, and temperature, to receive real-time feedback for up to 30 days. The experimental results show the accurate monitoring of time-dynamic and spatial variations of stem cells and myoblast cells with adjustable carriers from a plastic dish to a 2-liter cell bag. These advances open up the broad applicability of the smart sensing system for large-scale, lower-cost, reproducible, and high-quality engineered cell manufacturing for broad clinical use.
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Affiliation(s)
- Jimin Lee
- George W. Woodruff School of Mechanical Engineering, College of Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA
- IEN Center for Wearable Intelligent Systems and Healthcare at the Institute for Electronics and Nanotechnology, Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Hojoong Kim
- George W. Woodruff School of Mechanical Engineering, College of Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA
- IEN Center for Wearable Intelligent Systems and Healthcare at the Institute for Electronics and Nanotechnology, Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Hyo-Ryoung Lim
- Major of Human Biocovergence, Division of Smart Healthcare, College of Information Technology and Convergence, Pukyong National University, Busan 48513, Republic of Korea
| | - Yun Soung Kim
- Biomedical Engineering and Imaging Institute, Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Thi Thai Thanh Hoang
- Department of Orthopaedics, Musculoskeletal Institute, Emory University, Atlanta, GA 30329, USA
- Atlanta VA Medical Center, Decatur, GA 30033, USA
| | - Jeongmoon Choi
- Department of Orthopaedics, Musculoskeletal Institute, Emory University, Atlanta, GA 30329, USA
- Altos Labs-San Diego Institute of Science, San Diego, CA 92121, USA
| | - Gun-Jae Jeong
- Department of Orthopaedics, Musculoskeletal Institute, Emory University, Atlanta, GA 30329, USA
- Institute of Cell and Tissue Engineering, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea
| | - Hodam Kim
- George W. Woodruff School of Mechanical Engineering, College of Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA
- IEN Center for Wearable Intelligent Systems and Healthcare at the Institute for Electronics and Nanotechnology, Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Robert Herbert
- George W. Woodruff School of Mechanical Engineering, College of Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA
- IEN Center for Wearable Intelligent Systems and Healthcare at the Institute for Electronics and Nanotechnology, Georgia Institute of Technology, Atlanta, GA 30332, USA
- Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA 15213 USA
| | - Ira Soltis
- George W. Woodruff School of Mechanical Engineering, College of Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA
- IEN Center for Wearable Intelligent Systems and Healthcare at the Institute for Electronics and Nanotechnology, Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Ka Ram Kim
- George W. Woodruff School of Mechanical Engineering, College of Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA
- IEN Center for Wearable Intelligent Systems and Healthcare at the Institute for Electronics and Nanotechnology, Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Sung Hoon Lee
- IEN Center for Wearable Intelligent Systems and Healthcare at the Institute for Electronics and Nanotechnology, Georgia Institute of Technology, Atlanta, GA 30332, USA
- School of Electrical and Computer Engineering, College of Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Youngjin Kwon
- George W. Woodruff School of Mechanical Engineering, College of Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA
- IEN Center for Wearable Intelligent Systems and Healthcare at the Institute for Electronics and Nanotechnology, Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Yunki Lee
- Department of Orthopaedics, Musculoskeletal Institute, Emory University, Atlanta, GA 30329, USA
- Atlanta VA Medical Center, Decatur, GA 30033, USA
| | - Young Charles Jang
- Department of Orthopaedics, Musculoskeletal Institute, Emory University, Atlanta, GA 30329, USA
- Atlanta VA Medical Center, Decatur, GA 30033, USA
| | - Woon-Hong Yeo
- George W. Woodruff School of Mechanical Engineering, College of Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA
- IEN Center for Wearable Intelligent Systems and Healthcare at the Institute for Electronics and Nanotechnology, Georgia Institute of Technology, Atlanta, GA 30332, USA
- Parker H. Petit Institute for Bioengineering and Biosciences, Institute for Materials, Institute for Robotics and Intelligent Machines, Georgia Institute of Technology, Atlanta, GA 30332, USA
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Schaller-Ammann R, Kreß S, Feiel J, Schwagerle G, Priedl J, Birngruber T, Kasper C, Egger D. Advanced Online Monitoring of In Vitro Human 3D Full-Thickness Skin Equivalents. Pharmaceutics 2022; 14:pharmaceutics14071436. [PMID: 35890329 PMCID: PMC9315769 DOI: 10.3390/pharmaceutics14071436] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Revised: 06/27/2022] [Accepted: 06/30/2022] [Indexed: 12/17/2022] Open
Abstract
Skin equivalents and skin explants are widely used for dermal penetration studies in the pharmacological development of drugs. Environmental parameters, such as the incubation and culture conditions affect cellular responses and thus the relevance of the experimental outcome. However, available systems such as the Franz diffusion chamber, only measure in the receiving culture medium, rather than assessing the actual conditions for cells in the tissue. We developed a sampling design that combines open flow microperfusion (OFM) sampling technology for continuous concentration measurements directly in the tissue with microfluidic biosensors for online monitoring of culture parameters. We tested our design with real-time measurements of oxygen, glucose, lactate, and pH in full-thickness skin equivalent and skin explants. Furthermore, we compared dermal penetration for acyclovir, lidocaine, and diclofenac in skin equivalents and skin explants. We observed differences in oxygen, glucose, and drug concentrations in skin equivalents compared to the respective culture medium and to skin explants.
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Affiliation(s)
- Roland Schaller-Ammann
- Health—Institute for Biomedicine and Health Sciences, Joanneum Research Forschungsgesellschaft mbH, Neue Stiftingtalstrasse 2, 8010 Graz, Austria; (R.S.-A.); (J.F.); (G.S.); (J.P.)
| | - Sebastian Kreß
- Institute of Cell and Tissue Culture Technologies, Department of Biotechnology, University of Natural, Resources and Life Sciences, Vienna, Muthgasse 18, 1190 Vienna, Austria; (S.K.); (C.K.)
| | - Jürgen Feiel
- Health—Institute for Biomedicine and Health Sciences, Joanneum Research Forschungsgesellschaft mbH, Neue Stiftingtalstrasse 2, 8010 Graz, Austria; (R.S.-A.); (J.F.); (G.S.); (J.P.)
| | - Gerd Schwagerle
- Health—Institute for Biomedicine and Health Sciences, Joanneum Research Forschungsgesellschaft mbH, Neue Stiftingtalstrasse 2, 8010 Graz, Austria; (R.S.-A.); (J.F.); (G.S.); (J.P.)
| | - Joachim Priedl
- Health—Institute for Biomedicine and Health Sciences, Joanneum Research Forschungsgesellschaft mbH, Neue Stiftingtalstrasse 2, 8010 Graz, Austria; (R.S.-A.); (J.F.); (G.S.); (J.P.)
| | - Thomas Birngruber
- Health—Institute for Biomedicine and Health Sciences, Joanneum Research Forschungsgesellschaft mbH, Neue Stiftingtalstrasse 2, 8010 Graz, Austria; (R.S.-A.); (J.F.); (G.S.); (J.P.)
- Correspondence: (T.B.); (D.E.)
| | - Cornelia Kasper
- Institute of Cell and Tissue Culture Technologies, Department of Biotechnology, University of Natural, Resources and Life Sciences, Vienna, Muthgasse 18, 1190 Vienna, Austria; (S.K.); (C.K.)
| | - Dominik Egger
- Institute of Cell and Tissue Culture Technologies, Department of Biotechnology, University of Natural, Resources and Life Sciences, Vienna, Muthgasse 18, 1190 Vienna, Austria; (S.K.); (C.K.)
- Correspondence: (T.B.); (D.E.)
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