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Opportunities and challenges in the application of single-cell and spatial transcriptomics in plants

Single-cell and spatial transcriptomics have diverted researchers’ attention from the multicellular level to the single-cell level and spatial information. Single-cell transcriptomes provide insights into the transcriptome at the single-cell level, whereas spatial transcriptomes help preserve spatia...

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Autores principales: Chen, Ce, Ge, Yining, Lu, Lingli
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10453814/
https://www.ncbi.nlm.nih.gov/pubmed/37636094
http://dx.doi.org/10.3389/fpls.2023.1185377
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author Chen, Ce
Ge, Yining
Lu, Lingli
author_facet Chen, Ce
Ge, Yining
Lu, Lingli
author_sort Chen, Ce
collection PubMed
description Single-cell and spatial transcriptomics have diverted researchers’ attention from the multicellular level to the single-cell level and spatial information. Single-cell transcriptomes provide insights into the transcriptome at the single-cell level, whereas spatial transcriptomes help preserve spatial information. Although these two omics technologies are helpful and mature, further research is needed to ensure their widespread applicability in plant studies. Reviewing recent research on plant single-cell or spatial transcriptomics, we compared the different experimental methods used in various plants. The limitations and challenges are clear for both single-cell and spatial transcriptomic analyses, such as the lack of applicability, spatial information, or high resolution. Subsequently, we put forth further applications, such as cross-species analysis of roots at the single-cell level and the idea that single-cell transcriptome analysis needs to be combined with other omics analyses to achieve superiority over individual omics analyses. Overall, the results of this review suggest that combining single-cell transcriptomics, spatial transcriptomics, and spatial element distribution can provide a promising research direction, particularly for plant research.
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spelling pubmed-104538142023-08-26 Opportunities and challenges in the application of single-cell and spatial transcriptomics in plants Chen, Ce Ge, Yining Lu, Lingli Front Plant Sci Plant Science Single-cell and spatial transcriptomics have diverted researchers’ attention from the multicellular level to the single-cell level and spatial information. Single-cell transcriptomes provide insights into the transcriptome at the single-cell level, whereas spatial transcriptomes help preserve spatial information. Although these two omics technologies are helpful and mature, further research is needed to ensure their widespread applicability in plant studies. Reviewing recent research on plant single-cell or spatial transcriptomics, we compared the different experimental methods used in various plants. The limitations and challenges are clear for both single-cell and spatial transcriptomic analyses, such as the lack of applicability, spatial information, or high resolution. Subsequently, we put forth further applications, such as cross-species analysis of roots at the single-cell level and the idea that single-cell transcriptome analysis needs to be combined with other omics analyses to achieve superiority over individual omics analyses. Overall, the results of this review suggest that combining single-cell transcriptomics, spatial transcriptomics, and spatial element distribution can provide a promising research direction, particularly for plant research. Frontiers Media S.A. 2023-08-11 /pmc/articles/PMC10453814/ /pubmed/37636094 http://dx.doi.org/10.3389/fpls.2023.1185377 Text en Copyright © 2023 Chen, Ge and Lu https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Plant Science
Chen, Ce
Ge, Yining
Lu, Lingli
Opportunities and challenges in the application of single-cell and spatial transcriptomics in plants
title Opportunities and challenges in the application of single-cell and spatial transcriptomics in plants
title_full Opportunities and challenges in the application of single-cell and spatial transcriptomics in plants
title_fullStr Opportunities and challenges in the application of single-cell and spatial transcriptomics in plants
title_full_unstemmed Opportunities and challenges in the application of single-cell and spatial transcriptomics in plants
title_short Opportunities and challenges in the application of single-cell and spatial transcriptomics in plants
title_sort opportunities and challenges in the application of single-cell and spatial transcriptomics in plants
topic Plant Science
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10453814/
https://www.ncbi.nlm.nih.gov/pubmed/37636094
http://dx.doi.org/10.3389/fpls.2023.1185377
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