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Yamatani Y, Nakai K. Comprehensive comparison of gene expression diversity among a variety of human stem cells. NAR Genom Bioinform 2022; 4:lqac087. [PMCID: PMC9706419 DOI: 10.1093/nargab/lqac087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Revised: 10/26/2022] [Accepted: 11/08/2022] [Indexed: 12/02/2022] Open
Abstract
Several factors, including tissue origins and culture conditions, affect the gene expression of undifferentiated stem cells. However, understanding the basic identity across different stem cells has not been pursued well despite its importance in stem cell biology. Thus, we aimed to rank the relative importance of multiple factors to gene expression profile among undifferentiated human stem cells by analyzing publicly available RNA-seq datasets. We first conducted batch effect correction to avoid undefined variance in the dataset as possible. Then, we highlighted the relative impact of biological and technical factors among undifferentiated stem cell types: a more influence on tissue origins in induced pluripotent stem cells than in other stem cell types; a stronger impact of culture condition in embryonic stem cells and somatic stem cell types, including mesenchymal stem cells and hematopoietic stem cells. In addition, we found that a characteristic gene module, enriched in histones, exhibits higher expression across different stem cell types that were annotated by specific culture conditions. This tendency was also observed in mouse stem cell RNA-seq data. Our findings would help to obtain general insights into stem cell quality, such as the balance of differentiation potentials that undifferentiated stem cells possess.
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Affiliation(s)
- Yukiyo Yamatani
- Department of Computational Biology and Medical Sciences, the University of Tokyo, 5-1-5 Kashiwanoha, Kashiwa-shi, Chiba 277-8562, Japan
| | - Kenta Nakai
- To whom correspondence should be addressed. Tel: +81 3 5449 5131; Fax: +81 3 5449 5133;
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Zavala G, Ramos MP, Figueroa-Valdés AI, Cisternas P, Wyneken U, Hernández M, Toa P, Salmons B, Dangerfield J, Gunzburg WH, Khoury M. Semipermeable Cellulose Beads Allow Selective and Continuous Release of Small Extracellular Vesicles (sEV) From Encapsulated Cells. Front Pharmacol 2020; 11:679. [PMID: 32528280 PMCID: PMC7253686 DOI: 10.3389/fphar.2020.00679] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2019] [Accepted: 04/24/2020] [Indexed: 12/12/2022] Open
Abstract
The clinical benefit of therapies using Mesenchymal Stem Cells (MSCs) is attributable to their pleiotropic effect over cells and tissues, mainly through their secretome. This paracrine effect is mediated by secreted growth factors and extracellular vesicles (EV) including small EV (sEV). sEV are extra-cellular, membrane encompassed vesicles of 40 to 200 nm diameter that can trigger and signal many cellular responses depending on their cargo protein and nucleic acid repertoire. sEV are purified from cell culture conditioned media using several kits and protocols available that can be tedious and time-consuming, involving sequences of ultracentrifugations and density gradient separations, making their production a major challenge under Good Manufacturing Practices (GMP) conditions. We have developed a method to efficiently enrich cell culture media with high concentrations of sEV by encapsulating cells in semipermeable cellulose beads that allows selectively the release of small particles while offering a 3D culture condition. This method is based on the pore size of the capsules, allowing the release of particles of ≤ 200 nm including sEV. As a proof-of-principle, MSCs were encapsulated and their sEV release rate (sEV-Cap) was monitored throughout the culture and compared to sEV isolated from 2D seeded cells (sEV-2D) by repetitive ultracentrifugation cycles or a commercial kit. The isolated sEV expressed CD63, CD9, and CD81 as confirmed by flow cytometry analysis. Under transmission electron microscopy (TEM), they displayed the similar rounded morphology as sEV-2D. Their corresponding diameter size was validated by nanoparticle tracking analysis (NTA). Interestingly, sEV-Cap retained the expected biological activities of MSCs, including a pro-angiogenic effect over endothelial cells, neuritic outgrowth stimulation in hippocampal neurons and immunosuppression of T cells in vitro. Here, we successfully present a novel, cost, and time-saving method to generate sEV from encapsulated MSCs. Future applications include using encapsulated cells as a retrievable delivery device that can interact with the host niche by releasing active agents in vivo, including sEV, growth factors, hormones, and small molecules, while avoiding cell clearance, and the negative side-effect of releasing undesired components including apoptotic bodies. Finally, particles produced following the encapsulation protocol display beneficial features for their use as drug-loaded delivery vehicles.
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Affiliation(s)
- Gabriela Zavala
- Consorcio REGENERO, Chilean Consortium for Regenerative Medicine, Santiago, Chile.,Laboratory of Nano-Regenerative Medicine, Faculty of Medicine, Universidad de los Andes, Santiago, Chile
| | - María-Paz Ramos
- Consorcio REGENERO, Chilean Consortium for Regenerative Medicine, Santiago, Chile.,Laboratory of Nano-Regenerative Medicine, Faculty of Medicine, Universidad de los Andes, Santiago, Chile
| | - Aliosha I Figueroa-Valdés
- Consorcio REGENERO, Chilean Consortium for Regenerative Medicine, Santiago, Chile.,Laboratory of Nano-Regenerative Medicine, Faculty of Medicine, Universidad de los Andes, Santiago, Chile
| | - Pablo Cisternas
- Laboratory of Neurosciences, Centro de Investigación Biomédica, Universidad de los Andes, Santiago, Chile
| | - Ursula Wyneken
- Laboratory of Neurosciences, Centro de Investigación Biomédica, Universidad de los Andes, Santiago, Chile
| | - Macarena Hernández
- Consorcio REGENERO, Chilean Consortium for Regenerative Medicine, Santiago, Chile.,Laboratory of Nano-Regenerative Medicine, Faculty of Medicine, Universidad de los Andes, Santiago, Chile
| | - Pauline Toa
- Austrianova Singapore Pte Ltd, Singapore, Singapore
| | | | | | - Walter H Gunzburg
- Department of Pathobiology, Institute of Virology, University of Veterinary Medicine, Vienna, Austria
| | - Maroun Khoury
- Consorcio REGENERO, Chilean Consortium for Regenerative Medicine, Santiago, Chile.,Laboratory of Nano-Regenerative Medicine, Faculty of Medicine, Universidad de los Andes, Santiago, Chile.,Cells for Cells, Santiago, Chile
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