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Pawar D, Lo Presti D, Silvestri S, Schena E, Massaroni C. Current and future technologies for monitoring cultured meat: A review. Food Res Int 2023; 173:113464. [PMID: 37803787 DOI: 10.1016/j.foodres.2023.113464] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Revised: 08/30/2023] [Accepted: 09/10/2023] [Indexed: 10/08/2023]
Abstract
The high population growth rate, massive animal food consumption, fast economic progress, and limited food resources could lead to a food crisis in the future. There is a huge requirement for dietary proteins including cultured meat is being progressed to fulfill the need for meat-derived proteins in the diet. However, production of cultured meat requires monitoring numerous bioprocess parameters. This review presents a comprehensive overview of various widely adopted techniques (optical, spectroscopic, electrochemical, capacitive, FETs, resistive, microscopy, and ultrasound) for monitoring physical, chemical, and biological parameters that can improve the bioprocess control in cultured meat. The methods, operating principle, merits/demerits, and the main open challenges are reviewed with the aim to support the readers in advancing knowledge on novel sensing systems for cultured meat applications.
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Affiliation(s)
- Dnyandeo Pawar
- Microwave Materials Group, Centre for Materials for Electronics Technology (C-MET), Athani P.O, Thrissur, Kerala 680581, India.
| | - Daniela Lo Presti
- Unit of Measurements and Biomedical Instrumentation, Departmental Faculty of Engineering, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 21, 00128 Rome, Italy
| | - Sergio Silvestri
- Unit of Measurements and Biomedical Instrumentation, Departmental Faculty of Engineering, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 21, 00128 Rome, Italy
| | - Emiliano Schena
- Unit of Measurements and Biomedical Instrumentation, Departmental Faculty of Engineering, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 21, 00128 Rome, Italy
| | - Carlo Massaroni
- Unit of Measurements and Biomedical Instrumentation, Departmental Faculty of Engineering, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 21, 00128 Rome, Italy
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2
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Benavides OR, Gibbs HC, White BP, Kaunas R, Gregory CA, Walsh AJ, Maitland KC. Volumetric imaging of human mesenchymal stem cells (hMSCs) for non-destructive quantification of 3D cell culture growth. PLoS One 2023; 18:e0282298. [PMID: 36976801 PMCID: PMC10047548 DOI: 10.1371/journal.pone.0282298] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Accepted: 02/11/2023] [Indexed: 03/29/2023] Open
Abstract
The adoption of cell-based therapies into the clinic will require tremendous large-scale expansion to satisfy future demand, and bioreactor-microcarrier cultures are best suited to meet this challenge. The use of spherical microcarriers, however, precludes in-process visualization and monitoring of cell number, morphology, and culture health. The development of novel expansion methods also motivates the advancement of analytical methods used to characterize these microcarrier cultures. A robust optical imaging and image-analysis assay to non-destructively quantify cell number and cell volume was developed. This method preserves 3D cell morphology and does not require membrane lysing, cellular detachment, or exogenous labeling. Complex cellular networks formed in microcarrier aggregates were imaged and analyzed in toto. Direct cell enumeration of large aggregates was performed in toto for the first time. This assay was successfully applied to monitor cellular growth of mesenchymal stem cells attached to spherical hydrogel microcarriers over time. Elastic scattering and fluorescence lightsheet microscopy were used to quantify cell volume and cell number at varying spatial scales. The presented study motivates the development of on-line optical imaging and image analysis systems for robust, automated, and non-destructive monitoring of bioreactor-microcarrier cell cultures.
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Affiliation(s)
- Oscar R. Benavides
- Department of Biomedical Engineering, Texas A&M University, College Station, Texas, United States of America
- * E-mail:
| | - Holly C. Gibbs
- Department of Biomedical Engineering, Texas A&M University, College Station, Texas, United States of America
- Microscopy and Imaging Center, Texas A&M University, College Station, Texas, United States of America
| | - Berkley P. White
- Department of Biomedical Engineering, Texas A&M University, College Station, Texas, United States of America
| | - Roland Kaunas
- Department of Biomedical Engineering, Texas A&M University, College Station, Texas, United States of America
| | - Carl A. Gregory
- School of Medicine, Texas A&M Health Science Center, Bryan, Texas, United States of America
| | - Alex J. Walsh
- Department of Biomedical Engineering, Texas A&M University, College Station, Texas, United States of America
| | - Kristen C. Maitland
- Department of Biomedical Engineering, Texas A&M University, College Station, Texas, United States of America
- Microscopy and Imaging Center, Texas A&M University, College Station, Texas, United States of America
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Pajčin I, Knežić T, Savic Azoulay I, Vlajkov V, Djisalov M, Janjušević L, Grahovac J, Gadjanski I. Bioengineering Outlook on Cultivated Meat Production. MICROMACHINES 2022; 13:402. [PMID: 35334693 PMCID: PMC8950996 DOI: 10.3390/mi13030402] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Revised: 02/21/2022] [Accepted: 02/23/2022] [Indexed: 02/04/2023]
Abstract
Cultured meat (also referred to as cultivated meat or cell-based meat)-CM-is fabricated through the process of cellular agriculture (CA), which entails application of bioengineering, i.e., tissue engineering (TE) principles to the production of food. The main TE principles include usage of cells, grown in a controlled environment provided by bioreactors and cultivation media supplemented with growth factors and other needed nutrients and signaling molecules, and seeded onto the immobilization elements-microcarriers and scaffolds that provide the adhesion surfaces necessary for anchor-dependent cells and offer 3D organization for multiple cell types. Theoretically, many solutions from regenerative medicine and biomedical engineering can be applied in CM-TE, i.e., CA. However, in practice, there are a number of specificities regarding fabrication of a CM product that needs to fulfill not only the majority of functional criteria of muscle and fat TE, but also has to possess the sensory and nutritional qualities of a traditional food component, i.e., the meat it aims to replace. This is the reason that bioengineering aimed at CM production needs to be regarded as a specific scientific discipline of a multidisciplinary nature, integrating principles from biomedical engineering as well as from food manufacturing, design and development, i.e., food engineering. An important requirement is also the need to use as little as possible of animal-derived components in the whole CM bioprocess. In this review, we aim to present the current knowledge on different bioengineering aspects, pertinent to different current scientific disciplines but all relevant for CM engineering, relevant for muscle TE, including different cell sources, bioreactor types, media requirements, bioprocess monitoring and kinetics and their modifications for use in CA, all in view of their potential for efficient CM bioprocess scale-up. We believe such a review will offer a good overview of different bioengineering strategies for CM production and will be useful to a range of interested stakeholders, from students just entering the CA field to experienced researchers looking for the latest innovations in the field.
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Affiliation(s)
- Ivana Pajčin
- Department of Biotechnology and Pharmaceutical Engineering, Faculty of Technology Novi Sad, University of Novi Sad, Bulevar cara Lazara 1, 21000 Novi Sad, Serbia; (I.P.); (V.V.); (J.G.)
| | - Teodora Knežić
- Center for Biosystems, BioSense Institute, University of Novi Sad, Dr Zorana Djindjica 1, 21000 Novi Sad, Serbia; (T.K.); (M.D.); (L.J.)
| | - Ivana Savic Azoulay
- Department of Human Molecular Genetics and Biochemistry, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 69978, Israel;
| | - Vanja Vlajkov
- Department of Biotechnology and Pharmaceutical Engineering, Faculty of Technology Novi Sad, University of Novi Sad, Bulevar cara Lazara 1, 21000 Novi Sad, Serbia; (I.P.); (V.V.); (J.G.)
| | - Mila Djisalov
- Center for Biosystems, BioSense Institute, University of Novi Sad, Dr Zorana Djindjica 1, 21000 Novi Sad, Serbia; (T.K.); (M.D.); (L.J.)
| | - Ljiljana Janjušević
- Center for Biosystems, BioSense Institute, University of Novi Sad, Dr Zorana Djindjica 1, 21000 Novi Sad, Serbia; (T.K.); (M.D.); (L.J.)
| | - Jovana Grahovac
- Department of Biotechnology and Pharmaceutical Engineering, Faculty of Technology Novi Sad, University of Novi Sad, Bulevar cara Lazara 1, 21000 Novi Sad, Serbia; (I.P.); (V.V.); (J.G.)
| | - Ivana Gadjanski
- Center for Biosystems, BioSense Institute, University of Novi Sad, Dr Zorana Djindjica 1, 21000 Novi Sad, Serbia; (T.K.); (M.D.); (L.J.)
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Gustavsson R, Mandenius CF, Löfgren S, Scheper T, Lindner P. In situ microscopy as online tool for detecting microbial contaminations in cell culture. J Biotechnol 2019; 296:53-60. [PMID: 30898686 DOI: 10.1016/j.jbiotec.2019.03.011] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2018] [Revised: 03/14/2019] [Accepted: 03/15/2019] [Indexed: 11/25/2022]
Abstract
Microbial contamination in mammalian cell cultures causing rejected batches is costly and highly unwanted. Most methods for detecting a contamination are time-consuming and require extensive off-line sampling. To circumvent these efforts and provide a more convenient alternative, we used an online in situ microscope to estimate the cell diameter of the cellular species in the culture to distinguish mammalian cells from microbial cells depending on their size. A warning system was set up to alert the operator if microbial cells were present in the culture. Hybridoma cells were cultured and infected with either Candida utilis or Pichia stipitis as contaminant. The warning system could successfully detect the introduced contamination and alert the operator. The results suggest that in situ microscopy could be used as an efficient online tool for early detection of contaminations in cell cultures.
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Affiliation(s)
- R Gustavsson
- Division of Biotechnology, Department of Physics, Chemistry and Biology, Linköping University, 581 83, Linköping, Sweden
| | - C F Mandenius
- Division of Biotechnology, Department of Physics, Chemistry and Biology, Linköping University, 581 83, Linköping, Sweden.
| | - S Löfgren
- Division of Biotechnology, Department of Physics, Chemistry and Biology, Linköping University, 581 83, Linköping, Sweden
| | - T Scheper
- Institute of Technical Chemistry, Leibniz University Hannover, 30167, Hanover, Germany
| | - P Lindner
- Institute of Technical Chemistry, Leibniz University Hannover, 30167, Hanover, Germany
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Odeleye AOO, Castillo-Avila S, Boon M, Martin H, Coopman K. Development of an optical system for the non-invasive tracking of stem cell growth on microcarriers. Biotechnol Bioeng 2017; 114:2032-2042. [PMID: 28464210 PMCID: PMC5575559 DOI: 10.1002/bit.26328] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2016] [Revised: 04/26/2017] [Accepted: 04/27/2017] [Indexed: 01/29/2023]
Abstract
The emergence of medicinal indications for stem cell therapies has seen a need to develop the manufacturing capacity for adherent cells such as mesenchymal stem cells (MSCs). One such development is in the use of microcarriers, which facilitate enhanced cell densities for adherent stem cell cultures when compared with 2D culture platforms. Given the variety of stem cell expansion systems commercially available, novel methods of non-invasive and automated monitoring of cell number, confluence, and aggregation, within disparate environments, will become imperative to process control, ensuring reliable and consistent performance. The in situ epi-illumination of mouse embryonic fibroblasts and human mesenchymal stem cells attached to Cytodex 1 and 3 microcarriers was achieved using a bespoke microscope. Robust image processing techniques were developed to provide quantitative measurements of confluence, aggregate recognition, and cell number, without the need for fluorescent labeling or cell detachment. Large datasets of cells counted on individual microcarriers were statistically analyzed and compared with NucleoCounter measurements, with an average difference of less than 7% observed from days 0 to 6 of a 12-day culture noted, prior to the onset of aggregation. The developed image acquisition system and post-processing methodologies were successfully applied to dynamically moving colonized microcarriers. The proposed system offers a novel method of cell identification at the individual level, to consistently and accurately assess viable cell number, confluence, and cell distribution, while also minimizing the variability inherent in the current invasive means by which cells adhered to microcarriers are analyzed. Biotechnol. Bioeng. 2017;114: 2032-2042. © 2017 The Authors. Biotechnology and Bioengineering Published by Wiley Periodicals, Inc.
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Affiliation(s)
- Akinlolu Oyekunle Oluseun Odeleye
- Centre for Biological Engineering, Loughborough University, Loughborough LE11 3TU, United Kingdom.,Institute of Biomedical Engineering, University of Oxford, Oxford, United Kingdom
| | | | - Mathew Boon
- University of Huddersfield, Huddersfield, United Kingdom
| | - Haydn Martin
- University of Huddersfield, Huddersfield, United Kingdom
| | - Karen Coopman
- Centre for Biological Engineering, Loughborough University, Loughborough LE11 3TU, United Kingdom
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6
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Marquard D, Enders A, Roth G, Rinas U, Scheper T, Lindner P. In situ microscopy for online monitoring of cell concentration in Pichia pastoris cultivations. J Biotechnol 2016; 234:90-98. [DOI: 10.1016/j.jbiotec.2016.07.024] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2016] [Revised: 07/23/2016] [Accepted: 07/29/2016] [Indexed: 10/21/2022]
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7
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Farrell CJ, Cicalese SM, Davis HB, Dogdas B, Shah T, Culp T, Hoang VM. Cell confluency analysis on microcarriers by micro-flow imaging. Cytotechnology 2016; 68:2469-2478. [PMID: 27179644 DOI: 10.1007/s10616-016-9967-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2015] [Accepted: 03/17/2016] [Indexed: 12/22/2022] Open
Abstract
The productivity of cell culture-derived vaccines grown in anchorage-dependent animal cells is limited by bioreactor surface area. One way to increase the available surface area is by growing cells as monolayers on small spheres called microcarriers, which are approximately 100-250 μm in diameter. In order for microcarrier-based cell culture to be a success, it is important to understand the kinetics of cell growth on the microcarriers. Micro-flow imaging (MFI) is a simple and powerful technique that captures images and analyzes samples as they are drawn through a precision flow cell. In addition to providing size distribution and defect frequency data to compare microcarrier lots, MFI was used to generate hundreds of images to determine cell coverage and confluency on microcarriers. Same-day manual classification of these images provided upstream cell culture teams with actionable data that informed in-process decision making (e.g. time of infection). Additionally, an automated cell coverage algorithm was developed to increase the speed and throughput of the analyses.
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Affiliation(s)
- Christopher J Farrell
- Vaccine Analytical Development, Merck & Co., Inc., 770 Sumneytown Pike, West Point, PA, 19486, USA.
| | - Stephanie M Cicalese
- Eurofins Lancaster Laboratories Professional Scientific Services, Lancaster, PA, USA
| | - Harrison B Davis
- Vaccine Drug Product Development, Merck & Co., Inc., West Point, PA, USA
| | - Belma Dogdas
- Applied Mathematics and Modeling, Merck & Co., Inc., Rahway, NJ, USA
| | - Tosha Shah
- Applied Mathematics and Modeling, Merck & Co., Inc., Rahway, NJ, USA
| | - Tim Culp
- Vaccine Analytical Development, Merck & Co., Inc., 770 Sumneytown Pike, West Point, PA, 19486, USA
| | - Van M Hoang
- Vaccine Analytical Development, Merck & Co., Inc., 770 Sumneytown Pike, West Point, PA, 19486, USA
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8
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Zhao L, Fu HY, Zhou W, Hu WS. Advances in process monitoring tools for cell culture bioprocesses. Eng Life Sci 2015. [DOI: 10.1002/elsc.201500006] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Affiliation(s)
- Liang Zhao
- Department of Chemical Engineering and Materials Science; University of Minnesota; Minneapolis MN USA
| | - Hsu-Yuan Fu
- Department of Chemical Engineering and Materials Science; University of Minnesota; Minneapolis MN USA
| | - Weichang Zhou
- Biologics Process Development; WuXi AppTec Co; Ltd; Shanghai China
| | - Wei-Shou Hu
- Department of Chemical Engineering and Materials Science; University of Minnesota; Minneapolis MN USA
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9
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Schwamb S, Puskeiler R, Wiedemann P. Monitoring of Cell Culture. ACTA ACUST UNITED AC 2014. [DOI: 10.1007/978-3-319-10320-4_7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/21/2023]
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10
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Kang H, Lu S, Peng J, Yang Q, Liu S, Zhang L, Huang J, Sui X, Zhao B, Wang A, Xu W, Guo Q, Song Q. Chondrogenic differentiation of human adipose‑derived stem cells using microcarrier and bioreactor combination technique. Mol Med Rep 2014; 11:1195-9. [PMID: 25355169 DOI: 10.3892/mmr.2014.2820] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2013] [Accepted: 09/18/2014] [Indexed: 11/06/2022] Open
Abstract
The aim of the current study was to explore the application of microcarrier technology in the rapid amplification and chondrogenic differentiation of human adipose‑derived stem cells (ADSCs) in a rotating bioreactor. Human ADSCs were cultivated with Cytodex 3 microcarriers in a rotary cell culture system (RCCS), and using inverted and scanning electron microscopes, the ADSCs were observed on the surface of the microcarriers. The harvested ADSCs were stained with safranin‑O or toluidine blue histochemical stains, and type II collagen immunohistochemical stain. ADSCs were adherent to the surface of Cytodex 3 microcarriers by 24 h. They became short and spindle‑shaped, and as time progressed, the adherence of the cells to the microcarriers gradually improved. By the end of the culture period, the cell densities were ~19 times that of the initial cell density. The harvested cells on microcarriers were safranin-O and toluidine blue staining and collagen Ⅱ‑positive staining, which were stronger than the control group. The application of microcarrier technology is able to rapidly amplify human ADSC proliferation and successfully implement chondrogenic differentiation in vitro.
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Affiliation(s)
- Hongjun Kang
- Key Laboratory of PLA, Department of Orthopaedics, Chinese PLA General Hospital, Beijing 100853, P.R. China
| | - Shibi Lu
- Key Laboratory of PLA, Department of Orthopaedics, Chinese PLA General Hospital, Beijing 100853, P.R. China
| | - Jiang Peng
- Key Laboratory of PLA, Department of Orthopaedics, Chinese PLA General Hospital, Beijing 100853, P.R. China
| | - Qiang Yang
- Department of Spine Surgery, Tianjin Hospital, Hexi, Tianjin 300211, P.R. China
| | - Shuyun Liu
- Key Laboratory of PLA, Department of Orthopaedics, Chinese PLA General Hospital, Beijing 100853, P.R. China
| | - Li Zhang
- Key Laboratory of PLA, Department of Orthopaedics, Chinese PLA General Hospital, Beijing 100853, P.R. China
| | - Jingxiang Huang
- Key Laboratory of PLA, Department of Orthopaedics, Chinese PLA General Hospital, Beijing 100853, P.R. China
| | - Xiang Sui
- Key Laboratory of PLA, Department of Orthopaedics, Chinese PLA General Hospital, Beijing 100853, P.R. China
| | - Bin Zhao
- Key Laboratory of PLA, Department of Orthopaedics, Chinese PLA General Hospital, Beijing 100853, P.R. China
| | - Aiyuan Wang
- Key Laboratory of PLA, Department of Orthopaedics, Chinese PLA General Hospital, Beijing 100853, P.R. China
| | - Wenjing Xu
- Key Laboratory of PLA, Department of Orthopaedics, Chinese PLA General Hospital, Beijing 100853, P.R. China
| | - Quanyi Guo
- Key Laboratory of PLA, Department of Orthopaedics, Chinese PLA General Hospital, Beijing 100853, P.R. China
| | - Qing Song
- Critical Care Medicine, Chinese PLA General Hospital, Beijing 100853, P.R. China
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Abstract
Lab-scale stirred-tank bioreactors (0.2-20 l) are used for fundamental research on animal cells and in process development and troubleshooting for large-scale production. In this chapter, different configurations of bioreactor systems are shortly discussed and setting up these different configurations is described. In addition, online measurement and control of bioreactor parameters is described, with special attention to controller settings (PID) and online measurement of oxygen consumption and carbon dioxide production. Finally, methods for determining the oxygen transfer coefficient are described.
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Affiliation(s)
- Dirk E Martens
- Bioprocess Engineering, Wageningen University, Wageningen, The Netherlands,
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Rodrigues ME, Costa AR, Henriques M, Azeredo J, Oliveira R. Evaluation of solid and porous microcarriers for cell growth and production of recombinant proteins. Methods Mol Biol 2014; 1104:137-147. [PMID: 24297414 DOI: 10.1007/978-1-62703-733-4_10] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
Microcarrier technology opened new perspectives for anchorage-dependent cell culture, by providing increased surface areas for cell adhesion and proliferation, and therefore improving both cell and product yields obtained in these cultures. The establishment of a successful microcarrier culture depends on many factors, such as the type of microcarrier, the cells, and the culture conditions. In this chapter, the basic steps required for the evaluation and optimization of a microcarrier culture for the purpose of production of recombinant proteins are described, for both solid and porous microcarriers.
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Affiliation(s)
- Maria Elisa Rodrigues
- Institute for Biotechnology and Bioengineering, Centre of Biological Engineering, University of Minho, Braga, Portugal
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Leme J, Fernández Núñez EG, de Almeida Parizotto L, Chagas WA, dos Santos ES, Caricati ATP, de Rezende AG, da Costa BLV, Monteiro DCV, Boldorini VLL, Jorge SAC, Astray RM, Pereira CA, Caricati CP, Tonso A. A multivariate calibration procedure for UV/VIS spectrometric monitoring of BHK-21 cell metabolism and growth. Biotechnol Prog 2013; 30:241-8. [DOI: 10.1002/btpr.1847] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Jaci Leme
- Laboratório Especial de Pesquisa e Desenvolvimento em Imunológicos Veterinários, Instituto Butantan. Av. Vital Brasil, 1500; Butantã 05503-900 São Paulo SP-Brazil
| | - Eutimio Gustavo Fernández Núñez
- Dept. de Engenharia Química, Laboratório de Células Animais, Escola Politécnica; Universidade de São Paulo. Av. Prof. Luciano Gualberto; trav. 3, 380, Butantã 05508-900 São Paulo SP-Brazil
- Dept. de Ciências Biológicas; Universidade Estadual Paulista “Júlio de Mesquita Filho” Campus-Assis, Avenida Dom Antonio 2100, Bairro Parque Universitário; 19806-900 Assis SP - Brasil
| | - Letícia de Almeida Parizotto
- Dept. de Engenharia Química, Laboratório de Células Animais, Escola Politécnica; Universidade de São Paulo. Av. Prof. Luciano Gualberto; trav. 3, 380, Butantã 05508-900 São Paulo SP-Brazil
| | - Wagner Antonio Chagas
- Laboratório Especial de Pesquisa e Desenvolvimento em Imunológicos Veterinários, Instituto Butantan. Av. Vital Brasil, 1500; Butantã 05503-900 São Paulo SP-Brazil
| | - Erica Salla dos Santos
- Laboratório Especial de Pesquisa e Desenvolvimento em Imunológicos Veterinários, Instituto Butantan. Av. Vital Brasil, 1500; Butantã 05503-900 São Paulo SP-Brazil
| | - Aline Tojeira Prestia Caricati
- Laboratório Especial de Pesquisa e Desenvolvimento em Imunológicos Veterinários, Instituto Butantan. Av. Vital Brasil, 1500; Butantã 05503-900 São Paulo SP-Brazil
| | | | - Bruno Labate Vale da Costa
- Dept. de Engenharia Química, Laboratório de Células Animais, Escola Politécnica; Universidade de São Paulo. Av. Prof. Luciano Gualberto; trav. 3, 380, Butantã 05508-900 São Paulo SP-Brazil
- Laboratório de Biotecnologia Industrial, Núcleo de Bionanomanufatura; Instituto de Pesquisas Tecnológicas do Estado de São Paulo, Av. Prof. Almeida Prado 532 Cid. Universitária - Butantã; 05508-901 São Paulo SP-Brazil
| | | | - Vera Lucia Lopes Boldorini
- Laboratório de Imunologia Viral; Instituto Butantan. Av. Vital Brasil; 1500 Butantã 05503-900 São Paulo SP-Brazil
| | - Soraia Attie Calil Jorge
- Laboratório de Imunologia Viral; Instituto Butantan. Av. Vital Brasil; 1500 Butantã 05503-900 São Paulo SP-Brazil
| | - Renato Mancini Astray
- Laboratório de Imunologia Viral; Instituto Butantan. Av. Vital Brasil; 1500 Butantã 05503-900 São Paulo SP-Brazil
| | - Carlos Augusto Pereira
- Dept. de Engenharia Química, Laboratório de Células Animais, Escola Politécnica; Universidade de São Paulo. Av. Prof. Luciano Gualberto; trav. 3, 380, Butantã 05508-900 São Paulo SP-Brazil
- Laboratório de Imunologia Viral; Instituto Butantan. Av. Vital Brasil; 1500 Butantã 05503-900 São Paulo SP-Brazil
| | - Celso Pereira Caricati
- Laboratório Especial de Pesquisa e Desenvolvimento em Imunológicos Veterinários, Instituto Butantan. Av. Vital Brasil, 1500; Butantã 05503-900 São Paulo SP-Brazil
| | - Aldo Tonso
- Dept. de Engenharia Química, Laboratório de Células Animais, Escola Politécnica; Universidade de São Paulo. Av. Prof. Luciano Gualberto; trav. 3, 380, Butantã 05508-900 São Paulo SP-Brazil
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14
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Costa AR, Withers J, Rodrigues ME, McLoughlin N, Henriques M, Oliveira R, Rudd PM, Azeredo J. The impact of microcarrier culture optimization on the glycosylation profile of a monoclonal antibody. SPRINGERPLUS 2013; 2:25. [PMID: 23487430 PMCID: PMC3592997 DOI: 10.1186/2193-1801-2-25] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/22/2012] [Accepted: 01/23/2013] [Indexed: 11/10/2022]
Abstract
Microcarriers are widely used for the large-scale culture of attachment-dependent cells with increased cell densities and, ultimately, higher product yield. In these processes, the specific culture conditions can affect the quality of the product, which is closely related to its glycosylation pattern. Furthermore, the lack of studies in the area reinforces the need to better understand the effects of microcarrier culture in product glycosylation. Consequently, in this work, the glycosylation profile of a monoclonal antibody (mAb) produced by adherent CHO-K1 cells grown in Cytodex 3 was evaluated under different conditions, and compared to that obtained of typical adherent cultures. It was found that microcarrier cultures result in a glycosylation profile with different characteristics from T-flask cultures, with a general increase in galactosylation and decrease in fucosylation levels, both with a potentially positive impact on mAb activity. Sialylation also varied but without a general tendency. This study then showed that the specific culture conditions used in microcarrier culture influence the mAb glycan profile, and each functional element (galactose, core fucose, sialic acid) is independently affected by these conditions. In particular, great reductions of fucosylation (from 79 to 55%) were obtained when using half volume at inoculation, and notable decreases in sialylation (from 23 to 2%) and glycoform heterogeneity (from 20 to 11 glycoforms) were observed for shake flask culture, potentially associated with the improved cell densities achieved in these culture vessels.
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Affiliation(s)
- Ana Rita Costa
- IBB-Institute for Biotechnology and Bioengineering, Centre of Biological Engineering, University of Minho, Campus de Gualtar, 4710-057 Braga, Portugal
| | - Joanne Withers
- NIBRT Dublin-Oxford Glycobiology Laboratory, National Institute for Bioprocessing Research and Training, Fosters Avenue, Mount Merrion, Blackrock, Co, Dublin, Ireland
| | - Maria Elisa Rodrigues
- IBB-Institute for Biotechnology and Bioengineering, Centre of Biological Engineering, University of Minho, Campus de Gualtar, 4710-057 Braga, Portugal
| | - Niaobh McLoughlin
- NIBRT Dublin-Oxford Glycobiology Laboratory, National Institute for Bioprocessing Research and Training, Fosters Avenue, Mount Merrion, Blackrock, Co, Dublin, Ireland
| | - Mariana Henriques
- IBB-Institute for Biotechnology and Bioengineering, Centre of Biological Engineering, University of Minho, Campus de Gualtar, 4710-057 Braga, Portugal
| | - Rosário Oliveira
- IBB-Institute for Biotechnology and Bioengineering, Centre of Biological Engineering, University of Minho, Campus de Gualtar, 4710-057 Braga, Portugal
| | - Pauline M Rudd
- NIBRT Dublin-Oxford Glycobiology Laboratory, National Institute for Bioprocessing Research and Training, Fosters Avenue, Mount Merrion, Blackrock, Co, Dublin, Ireland
| | - Joana Azeredo
- IBB-Institute for Biotechnology and Bioengineering, Centre of Biological Engineering, University of Minho, Campus de Gualtar, 4710-057 Braga, Portugal
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15
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De Boodt S, Poursaberi A, Schrooten J, Berckmans D, Aerts JM. A Semiautomatic Cell Counting Tool for Quantitative Imaging of Tissue Engineering Scaffolds. Tissue Eng Part C Methods 2013; 19:697-707. [DOI: 10.1089/ten.tec.2012.0486] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
- Sebastian De Boodt
- Division M3-BIORES: Measure, Model & Manage Bioresponses, KU Leuven, Heverlee, Belgium
- Prometheus, Division of Skeletal Tissue Engineering Leuven, KU Leuven, Leuven, Belgium
| | - Ahmad Poursaberi
- Division M3-BIORES: Measure, Model & Manage Bioresponses, KU Leuven, Heverlee, Belgium
| | - Jan Schrooten
- Prometheus, Division of Skeletal Tissue Engineering Leuven, KU Leuven, Leuven, Belgium
- Department of Metallurgy and Materials Engineering, KU Leuven, Heverlee, Belgium
| | - Daniel Berckmans
- Division M3-BIORES: Measure, Model & Manage Bioresponses, KU Leuven, Heverlee, Belgium
| | - Jean-Marie Aerts
- Division M3-BIORES: Measure, Model & Manage Bioresponses, KU Leuven, Heverlee, Belgium
- Prometheus, Division of Skeletal Tissue Engineering Leuven, KU Leuven, Leuven, Belgium
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16
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Havlik I, Reardon KF, Ünal M, Lindner P, Prediger A, Babitzky A, Beutel S, Scheper T. Monitoring of microalgal cultivations with on-line, flow-through microscopy. ALGAL RES 2013. [DOI: 10.1016/j.algal.2013.04.001] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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17
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Optimization of Insect Cell Based Protein Production Processes - Online Monitoring, Expression Systems, Scale Up. YELLOW BIOTECHNOLOGY II 2013; 136:65-100. [DOI: 10.1007/10_2013_205] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
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18
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El Wajgali A, Esteban G, Fournier F, Pinton H, Marc A. Impact of microcarrier coverage on using permittivity for on-line monitoring high adherent Vero cell densities in perfusion bioreactors. Biochem Eng J 2013. [DOI: 10.1016/j.bej.2012.11.001] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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19
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Petiot E, El-Wajgali A, Esteban G, Gény C, Pinton H, Marc A. Real-time monitoring of adherent Vero cell density and apoptosis in bioreactor processes. Cytotechnology 2012; 64:429-41. [PMID: 22367019 DOI: 10.1007/s10616-011-9421-2] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2011] [Accepted: 12/16/2011] [Indexed: 10/28/2022] Open
Abstract
This study proposes an easy to use in situ device, based on multi-frequency permittivity measurements, to monitor the growth and death of attached Vero cells cultivated on microporous microcarriers, without any cell sampling. Vero cell densities were on-line quantified up to 10(6) cell mL(-1). Some parameters which could potentially impact Vero cell morphological and physiological states were assessed through different culture operating conditions, such as media formulation or medium feed-harvest during cell growth phase. A new method of in situ cell death detection with dielectric spectroscopy was also successfully implemented. Thus, through permittivity frequency scanning, major rises of the apoptotic cell population in bioreactor cultures were detected by monitoring the characteristic frequency of the cell population, f(c), which is one of the culture dielectric parameters. Both cell density quantification and cell apoptosis detection are strategic information in cell-based production processes as they are involved in major events of the process, such as scale-up or choice of the viral infection conditions. This new application of dielectric spectroscopy to adherent cell culture processes makes it a very promising tool for risk-mitigation strategy in industrial processes. Therefore, our results contribute to the development of Process Analytical Technology in cell-based industrial processes.
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Affiliation(s)
- Emma Petiot
- Laboratoire Réactions et Génie des Procédés, UPR CNRS 3349, Nancy-Université, 2 avenue de la Forêt de Haye, 54505, Vandoeuvre-lès-Nancy Cedex, France,
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20
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Baradez MO, Marshall D. The use of multidimensional image-based analysis to accurately monitor cell growth in 3D bioreactor culture. PLoS One 2011; 6:e26104. [PMID: 22028809 PMCID: PMC3197601 DOI: 10.1371/journal.pone.0026104] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2011] [Accepted: 09/19/2011] [Indexed: 12/21/2022] Open
Abstract
The transition from traditional culture methods towards bioreactor based bioprocessing to produce cells in commercially viable quantities for cell therapy applications requires the development of robust methods to ensure the quality of the cells produced. Standard methods for measuring cell quality parameters such as viability provide only limited information making process monitoring and optimisation difficult. Here we describe a 3D image-based approach to develop cell distribution maps which can be used to simultaneously measure the number, confluency and morphology of cells attached to microcarriers in a stirred tank bioreactor. The accuracy of the cell distribution measurements is validated using in silico modelling of synthetic image datasets and is shown to have an accuracy >90%. Using the cell distribution mapping process and principal component analysis we show how cell growth can be quantitatively monitored over a 13 day bioreactor culture period and how changes to manufacture processes such as initial cell seeding density can significantly influence cell morphology and the rate at which cells are produced. Taken together, these results demonstrate how image-based analysis can be incorporated in cell quality control processes facilitating the transition towards bioreactor based manufacture for clinical grade cells.
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Affiliation(s)
| | - Damian Marshall
- Science and Technology Division, LGC, Teddington, Middlesex, United Kingdom
- * E-mail:
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21
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Bluma A, Höpfner T, Prediger A, Glindkamp A, Beutel S, Scheper T. Process analytical sensors and image-based techniques for single-use bioreactors. Eng Life Sci 2011. [DOI: 10.1002/elsc.201000191] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
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22
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Petiot E, Bernard-Moulin P, Magadoux T, Gény C, Pinton H, Marc A. In situ quantification of microcarrier animal cell cultures using near-infrared spectroscopy. Process Biochem 2010. [DOI: 10.1016/j.procbio.2010.08.010] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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23
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Bluma A, Höpfner T, Lindner P, Rehbock C, Beutel S, Riechers D, Hitzmann B, Scheper T. In-situ imaging sensors for bioprocess monitoring: state of the art. Anal Bioanal Chem 2010; 398:2429-38. [DOI: 10.1007/s00216-010-4181-y] [Citation(s) in RCA: 52] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2010] [Revised: 08/24/2010] [Accepted: 08/30/2010] [Indexed: 11/28/2022]
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25
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Guez J, Cassar J, Wartelle F, Dhulster P, Suhr H. The viability of animal cell cultures in bioreactors: Can it be estimated online by using in situ microscopy? Process Biochem 2010. [DOI: 10.1016/j.procbio.2009.09.021] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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26
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Acevedo CA, Skurtys O, Young ME, Enrione J, Pedreschi F, Osorio F. A non-destructive digital imaging method to predict immobilized yeast-biomass. Lebensm Wiss Technol 2009. [DOI: 10.1016/j.lwt.2009.03.013] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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27
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A hydrophilic fluorescent polymer containing naphthalimide moiety as chemosensor for microbioreactors. ACTA ACUST UNITED AC 2009. [DOI: 10.1007/s11426-009-0038-7] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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28
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Scheper T. Non-invasive analysis systems for continuous bioprocess monitoring. J Biotechnol 2008. [DOI: 10.1016/j.jbiotec.2008.07.593] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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