Advances in single-cell sequencing and its application to musculoskeletal system research
- PMID: 34888976
- PMCID: PMC8780907
- DOI: 10.1111/cpr.13161
Advances in single-cell sequencing and its application to musculoskeletal system research
Abstract
In recent years, single-cell sequencing (SCS) technologies have continued to advance with improved operating procedures and reduced cost, leading to increasing practical adoption among researchers. These emerging technologies have superior abilities to analyse cell heterogeneity at a single-cell level, which have elevated multi-omics research to a higher level. In some fields of research, application of SCS has enabled many valuable discoveries, and musculoskeletal system offers typical examples. This article reviews some major scientific issues and recent advances in musculoskeletal system. In addition, combined with SCS technologies, the research of cell or tissue heterogeneity in limb development and various musculoskeletal system clinical diseases also provides new possibilities for treatment strategies. Finally, this article discusses the challenges and future development potential of SCS and recommends the direction of future applications of SCS to musculoskeletal medicine.
Keywords: cell heterogeneity; musculoskeletal system; single-cell multi-omics; single-cell sequencing.
© 2021 The Authors. Cell Proliferation published by John Wiley & Sons Ltd.
Conflict of interest statement
The authors declare that they have no competing interests.
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References
-
- Bianconi E, Piovesan A, Facchin F, et al. An estimation of the number of cells in the human body. Ann Hum Biol. 2013;40(6):463‐471. - PubMed
-
- Engel LW. The human genome project ‐ history, goals, and progress to date. Arch Pathol Lab Med. 1993;117(5):459‐465. - PubMed
-
- Dobson R. Working draft of the human genome completed. Bull World Health Organ. 2000;78(9):1168‐1169. - PubMed
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