• Cells · Jul 2020

    Review

    Biological and Medical Importance of Cellular Heterogeneity Deciphered by Single-Cell RNA Sequencing.

    • Rishikesh Kumar Gupta and Jacek Kuznicki.
    • International Institute of Molecular and Cell Biology in Warsaw, Trojdena 4, 02-109 Warsaw Poland.
    • Cells. 2020 Jul 22; 9 (8).

    AbstractThe present review discusses recent progress in single-cell RNA sequencing (scRNA-seq), which can describe cellular heterogeneity in various organs, bodily fluids, and pathologies (e.g., cancer and Alzheimer's disease). We outline scRNA-seq techniques that are suitable for investigating cellular heterogeneity that is present in cell populations with very high resolution of the transcriptomic landscape. We summarize scRNA-seq findings and applications of this technology to identify cell types, activity, and other features that are important for the function of different bodily organs. We discuss future directions for scRNA-seq techniques that can link gene expression, protein expression, cellular function, and their roles in pathology. We speculate on how the field could develop beyond its present limitations (e.g., performing scRNA-seq in situ and in vivo). Finally, we discuss the integration of machine learning and artificial intelligence with cutting-edge scRNA-seq technology, which could provide a strong basis for designing precision medicine and targeted therapy in the future.

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