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Can single cell RNA sequencing reshape the clinical biochemistry of hematology: New clusters of circulating blood cells

scRNA‐seq is on track for use as a routine measurement of clinical biochemistry and to assist in clinical decision‐making and guide the performance of molecular medicine, but there are still a large number of challenges to be overcome. In conclusion, scRNA‐seq‐based clusters and differentiation of c...

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Autores principales: Fang, Hao, Zeng, Yiming, Zhang, Lianzhong, Chen, Chengshui, Powell, Charles A, Wang, Xiangdong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8666581/
https://www.ncbi.nlm.nih.gov/pubmed/34898038
http://dx.doi.org/10.1002/ctm2.671
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author Fang, Hao
Zeng, Yiming
Zhang, Lianzhong
Chen, Chengshui
Powell, Charles A
Wang, Xiangdong
author_facet Fang, Hao
Zeng, Yiming
Zhang, Lianzhong
Chen, Chengshui
Powell, Charles A
Wang, Xiangdong
author_sort Fang, Hao
collection PubMed
description scRNA‐seq is on track for use as a routine measurement of clinical biochemistry and to assist in clinical decision‐making and guide the performance of molecular medicine, but there are still a large number of challenges to be overcome. In conclusion, scRNA‐seq‐based clusters and differentiation of circulating blood cells have been examined and informative in patients with various diseases, although the information generated from scRNA‐seq varies between different conditions, technologies, and diseases. Most of the clinical studies published have focused on the landscape of circulating immune cells, disease‐specific patterns of new clusters, understanding of potential mechanisms, and potential correlation between cell clusters, differentiations, cell interactions, and circulating and migrated cells. It is clear that the information from scRNA‐seq advances the understanding of the disease, identifies disease‐specific target panels, and suggests new therapeutic strategies. The adaptation of scRNA‐seq as a routine clinical measurement will require standardization and normalization of scRNA‐seq‐based comprehensive information and validation in a large population of healthy and diseased patients. The integration of public databases on human circulating cell clusters and differentiations with an application of artificial intelligence and computational science will accelerate the application of scRNA‐seq for clinical practice. Thus, we call special attention from scientists and clinicians to the clinical and translational discovery, validation, and medicine opportunities of scRNA‐seq development.
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spelling pubmed-86665812021-12-21 Can single cell RNA sequencing reshape the clinical biochemistry of hematology: New clusters of circulating blood cells Fang, Hao Zeng, Yiming Zhang, Lianzhong Chen, Chengshui Powell, Charles A Wang, Xiangdong Clin Transl Med Editorial scRNA‐seq is on track for use as a routine measurement of clinical biochemistry and to assist in clinical decision‐making and guide the performance of molecular medicine, but there are still a large number of challenges to be overcome. In conclusion, scRNA‐seq‐based clusters and differentiation of circulating blood cells have been examined and informative in patients with various diseases, although the information generated from scRNA‐seq varies between different conditions, technologies, and diseases. Most of the clinical studies published have focused on the landscape of circulating immune cells, disease‐specific patterns of new clusters, understanding of potential mechanisms, and potential correlation between cell clusters, differentiations, cell interactions, and circulating and migrated cells. It is clear that the information from scRNA‐seq advances the understanding of the disease, identifies disease‐specific target panels, and suggests new therapeutic strategies. The adaptation of scRNA‐seq as a routine clinical measurement will require standardization and normalization of scRNA‐seq‐based comprehensive information and validation in a large population of healthy and diseased patients. The integration of public databases on human circulating cell clusters and differentiations with an application of artificial intelligence and computational science will accelerate the application of scRNA‐seq for clinical practice. Thus, we call special attention from scientists and clinicians to the clinical and translational discovery, validation, and medicine opportunities of scRNA‐seq development. John Wiley and Sons Inc. 2021-12-12 /pmc/articles/PMC8666581/ /pubmed/34898038 http://dx.doi.org/10.1002/ctm2.671 Text en © 2021 The Authors. Clinical and Translational Medicine published by John Wiley & Sons Australia, Ltd on behalf of Shanghai Institute of Clinical Bioinformatics https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Editorial
Fang, Hao
Zeng, Yiming
Zhang, Lianzhong
Chen, Chengshui
Powell, Charles A
Wang, Xiangdong
Can single cell RNA sequencing reshape the clinical biochemistry of hematology: New clusters of circulating blood cells
title Can single cell RNA sequencing reshape the clinical biochemistry of hematology: New clusters of circulating blood cells
title_full Can single cell RNA sequencing reshape the clinical biochemistry of hematology: New clusters of circulating blood cells
title_fullStr Can single cell RNA sequencing reshape the clinical biochemistry of hematology: New clusters of circulating blood cells
title_full_unstemmed Can single cell RNA sequencing reshape the clinical biochemistry of hematology: New clusters of circulating blood cells
title_short Can single cell RNA sequencing reshape the clinical biochemistry of hematology: New clusters of circulating blood cells
title_sort can single cell rna sequencing reshape the clinical biochemistry of hematology: new clusters of circulating blood cells
topic Editorial
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8666581/
https://www.ncbi.nlm.nih.gov/pubmed/34898038
http://dx.doi.org/10.1002/ctm2.671
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