Current Status and Future Prospects of Genome-Scale Metabolic Modeling to Optimize the Use of Mesenchymal Stem Cells in Regenerative Medicine

被引:11
作者
Sigmarsdottir, Thora [1 ,2 ]
McGarrity, Sarah [2 ,3 ]
Rolfsson, Ottar [3 ]
Yurkovich, James T. [4 ]
Sigurjonsson, Olafur E. [1 ,2 ]
机构
[1] Landspitali Natl Univ Hosp Iceland, Blood Bank, Reykjavik, Iceland
[2] Reykjavik Univ, Sch Sci & Engn, Reykjavik, Iceland
[3] Univ Iceland, Sch Hlth Sci, Fac Med, Reykjavik, Iceland
[4] Inst Syst Biol, Seattle, WA USA
来源
FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY | 2020年 / 8卷 / 08期
基金
芬兰科学院;
关键词
MSCs; metabolism; personalized; precision medicine; metabolomics; metabolic modeling; tissue engineering; MARROW STROMAL CELLS; BONE-MARROW; CHONDROGENIC DIFFERENTIATION; OSTEOGENIC DIFFERENTIATION; GLOBAL RECONSTRUCTION; NETWORK MODEL; THERAPY; PROLIFERATION; DISEASE; GENE;
D O I
10.3389/fbioe.2020.00239
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Mesenchymal stem cells are a promising source for externally grown tissue replacements and patient-specific immunomodulatory treatments. This promise has not yet been fulfilled in part due to production scaling issues and the need to maintain the correct phenotype after re-implantation. One aspect of extracorporeal growth that may be manipulated to optimize cell growth and differentiation is metabolism. The metabolism of MSCs changes during and in response to differentiation and immunomodulatory changes. MSC metabolism may be linked to functional differences but how this occurs and influences MSC function remains unclear. Understanding how MSC metabolism relates to cell function is however important as metabolite availability and environmental circumstances in the body may affect the success of implantation. Genome-scale constraint based metabolic modeling can be used as a tool to fill gaps in knowledge of MSC metabolism, acting as a framework to integrate and understand various data types (e.g., genomic, transcriptomic and metabolomic). These approaches have long been used to optimize the growth and productivity of bacterial production systems and are being increasingly used to provide insights into human health research. Production of tissue for implantation using MSCs requires both optimized production of cell mass and the understanding of the patient and phenotype specific metabolic situation. This review considers the current knowledge of MSC metabolism and how it may be optimized along with the current and future uses of genome scale constraint based metabolic modeling to further this aim.
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页数:22
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