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1.
Cells ; 12(22)2023 11 20.
Article in English | MEDLINE | ID: mdl-37998396

ABSTRACT

Chinese hamster ovary (CHO) cells are the cell line of choice for producing recombinant therapeutic proteins. Despite improvements in production processes, reducing manufacturing costs remains a key driver in the search for more productive clones. To identify media additives capable of increasing protein production, CHOZN® GS-/- cell lines were screened with 1280 small molecules, and two were identified, forskolin and BrdU, which increased productivity by ≥40%. While it is possible to incorporate these small molecules into a commercial-scale process, doing so may not be financially feasible or could raise regulatory concerns related to the purity of the final drug substance. To circumvent these issues, RNA-Seq was performed to identify transcripts which were up- or downregulated upon BrdU treatment. Subsequent Reactome pathway analysis identified the electron transport chain as an affected pathway. CRISPR/Cas9 was utilized to create missense mutations in two independent components of the electron transport chain and the resultant clones partially recapitulated the phenotypes observed upon BrdU treatment, including the productivity of recombinant therapeutic proteins. Together, this work suggests that BrdU can enhance the productivity of CHO cells by modulating cellular energetics and provides a blueprint for translating data from small molecule chemical screens into genetic engineering targets to improve the performance of CHO cells. This could ultimately lead to more productive host cell lines and a more cost-effective method of supplying medication to patients.


Subject(s)
Cricetulus , Cricetinae , Animals , Humans , CHO Cells , Bromodeoxyuridine/metabolism , Electron Transport , Recombinant Proteins/metabolism
2.
SLAS Technol ; 26(4): 333-366, 2021 08.
Article in English | MEDLINE | ID: mdl-34137286

ABSTRACT

Three-dimensional (3D) bioprinting has become mainstream for precise and repeatable high-throughput fabrication of complex cell cultures and tissue constructs in drug testing and regenerative medicine, food products, dental and medical implants, biosensors, and so forth. Due to this tremendous growth in demand, an overwhelming amount of hardware manufacturers have recently flooded the market with different types of low-cost bioprinter models-a price segment that is most affordable to typical-sized laboratories. These machines range in sophistication, type of the underlying printing technology, and possible add-ons/features, which makes the selection process rather daunting (especially for a nonexpert customer). Yet, the review articles available in the literature mostly focus on the technical aspects of the printer technologies under development, as opposed to explaining the differences in what is already on the market. In contrast, this paper provides a snapshot of the fast-evolving low-cost bioprinter niche, as well as reputation profiles (relevant to delivery time, part quality, adherence to specifications, warranty, maintenance, etc.) of the companies selling these machines. Specifically, models spanning three dominant technologies-microextrusion, droplet-based/inkjet, and light-based/crosslinking-are reviewed. Additionally, representative examples of high-end competitors (including up-and-coming microfluidics-based bioprinters) are discussed to highlight their major differences and advantages relative to the low-cost models. Finally, forecasts are made based on the trends observed during this survey, as to the anticipated trickling down of the high-end technologies to the low-cost printers. Overall, this paper provides insight for guiding buyers on a limited budget toward making informed purchasing decisions in this fast-paced market.


Subject(s)
Bioprinting , Tissue Engineering , Printing, Three-Dimensional , Regenerative Medicine
3.
ACS Biomater Sci Eng ; 6(3): 1809-1820, 2020 03 09.
Article in English | MEDLINE | ID: mdl-33455370

ABSTRACT

Cell culturing experiments are ubiquitous to the study of biology, development of new medical treatments, and the biomanufacturing industry. However, there are still major technological barriers limiting the advancement of knowledge and ballooning the experimental costs associated with these systems. For example, currently, it is difficult to perform nondisruptive monitoring and control of the cells in the cultured samples. This often necessitates the use of sacrificial assays and results in product inconsistency. To resolve these bottlenecks, we present a prototype "addressable" microfluidic technology capable of spatiotemporal fluid and cell manipulations within living cultures. As a proof-of-concept, we demonstrate its ability to perform additive manufacturing by seeding cells in spatial patterns (including co-culturing multiple cell types) and subtractive manufacturing by removing surface adherent cells via the focused flow of trypsin. Additionally, we show that the device can sample fluids and perform cell "biopsies" (which can be subsequently sent for ex situ analysis), from any location within its culture chamber. Finally, the on-chip plumbing is completely automated using external electronics. This opens the possibility of performing long-term computer-driven experiments, where the cell behavior is modulated in response to the minimally disruptive observations (e.g., fluid sampling and cell biopsies) throughout the entire duration of the cultures. A limitation of the presented α prototype is that it is only two-dimensional (2D). However, technology serves as a foundation for ultimately extending the concept to three-dimensional (3D). Another limitation of the device is that it is currently made from poly(dimethylsiloxane) (PDMS), while more work needs to be done to manufacture from a material that degrades away or allow the cells to lay down the tissue matrix. Unfortunately, the existing biodegradable materials are typically not strong enough for the fabrication of microfluidic valves. Hence, new ones need to be developed before this technology can become mainstream. Yet, it is the hope of the authors that this will be achieved soon, and the microfluidic plumbing technology will eventually be scaled up to 3D, to overcome the limitations of the conventional cell culturing platforms.


Subject(s)
Lab-On-A-Chip Devices , Microfluidics , Cells, Cultured
4.
Integr Biol (Camb) ; 11(5): 208-220, 2019 05 01.
Article in English | MEDLINE | ID: mdl-31251334

ABSTRACT

Directed cell migration in complex micro-environments, such as in vivo pores, is important for predicting locations of artificial tissue growth and optimizing scaffold architectures. Yet, the directional decisions of cells facing multiple physiochemical cues have not been characterized. Hence, we aim to provide a ranking of the relative importance of the following cues to the decision-making of individual fibroblast cells: chemoattractant concentration gradient, channel width, mitosis, and contact-guidance. In this study, bifurcated micro-channels with branches of different widths were created. Fibroblasts were then allowed to travel across these geometries by following a gradient of platelet-derived growth factor-BB (PDGF-BB) established inside the channels. Subsequently, a combination of statistical analysis and image-based diffusion modeling was used to report how the presence of multiple complex migration cues, including cell-cell influences, affect the fibroblast decision-making. It was found that the cells prefer wider channels over a higher chemoattractant gradient when choosing between asymmetric bifurcated branches. Only when the branches were symmetric in width did the gradient become predominant in directing which path the cell will take. Furthermore, when both the gradient and the channels were symmetric, contact guidance became important for guiding the cells in making directional choices. Based on these results we were able to rank these directional cues from most influential to the least as follows: mitosis > channel width asymmetry > chemoattractant gradient difference > and contact-guidance. It is expected that these results will benefit the fields of regenerative medicine, wound healing and developmental biology.


Subject(s)
Cell Movement/drug effects , Fibroblasts/cytology , Lab-On-A-Chip Devices , Microfluidics , Animals , Becaplermin/chemistry , Cattle , Chemotactic Factors/chemistry , Dimethylpolysiloxanes/chemistry , Humans , Mice , Mitosis , Models, Statistical , NIH 3T3 Cells , Rats , Regenerative Medicine , Skin/cytology , Tissue Engineering , Wound Healing
5.
Cell Mol Bioeng ; 11(6): 483-494, 2018 Dec.
Article in English | MEDLINE | ID: mdl-31719895

ABSTRACT

INTRODUCTION: Directed fibroblast migration is central to highly proliferative processes in regenerative medicine and developmental biology. However, the mechanisms by which single fibroblasts affect each other's directional decisions, while chemotaxing in microscopic pores, are not well understood. METHODS: We explored effects of cell sequence and mitosis on fibroblast platelet-derived growth factor-BB (PDGF-BB)-induced migration in microfluidic mazes with two possible through paths: short and long. Additionally, image-based modeling of the chemoattractant's diffusion, consumption and decay, was used to explain the experimental observations. RESULTS: It both cases, the cells displayed behavior that is contradictory to expectation based on the global chemoattractant gradient pre-established in the maze. In case of the sequence, the cells tend to alternate when faced with a bifurcation: if a leading cell takes the shorter (steeper gradient) path, the cell following it chooses the longer (weaker gradient) path, and vice versa. Image-based modeling of the process showed that the local PDGF-BB consumption by the individual fibroblasts may be responsible for this phenomenon. Additionally, it was found that when a mother cell divides, its two daughters go in opposite directions (even if it means migrating against the chemoattractant gradient and overcoming on-going cell traffic). CONCLUSIONS: It is apparent that micro-confined fibroblasts modify each other's directional decisions in a manner that is counter-intuitive to what is expected from classical chemotaxis theory. Consequently, accounting for these effects could lead to a better understanding of tissue generation in vivo, and result in more advanced engineered tissue products in vitro.

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