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Heterogeneity and plasticity in healthy and atherosclerotic vasculature explored by single-cell sequencing

Cellular characteristics and their adjustment to a state of disease have become more evident due to recent advances in imaging, fluorescent reporter mice, and whole genome RNA sequencing. The uncovered cellular heterogeneity and/or plasticity potentially complicates experimental studies and clinical...

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Autores principales: van Kuijk, Kim, Kuppe, Christoph, Betsholtz, Christer, Vanlandewijck, Michael, Kramann, Rafael, Sluimer, Judith C
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6873093/
https://www.ncbi.nlm.nih.gov/pubmed/31350876
http://dx.doi.org/10.1093/cvr/cvz185
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author van Kuijk, Kim
Kuppe, Christoph
Betsholtz, Christer
Vanlandewijck, Michael
Kramann, Rafael
Sluimer, Judith C
author_facet van Kuijk, Kim
Kuppe, Christoph
Betsholtz, Christer
Vanlandewijck, Michael
Kramann, Rafael
Sluimer, Judith C
author_sort van Kuijk, Kim
collection PubMed
description Cellular characteristics and their adjustment to a state of disease have become more evident due to recent advances in imaging, fluorescent reporter mice, and whole genome RNA sequencing. The uncovered cellular heterogeneity and/or plasticity potentially complicates experimental studies and clinical applications, as markers derived from whole tissue ‘bulk’ sequencing is unable to yield a subtype transcriptome and specific markers. Here, we propose definitions on heterogeneity and plasticity, discuss current knowledge thereof in the vasculature and how this may be improved by single-cell sequencing (SCS). SCS is emerging as an emerging technique, enabling researchers to investigate different cell populations in more depth than ever before. Cell selection methods, e.g. flow assisted cell sorting, and the quantity of cells can influence the choice of SCS method. Smart-Seq2 offers sequencing of the complete mRNA molecule on a low quantity of cells, while Drop-seq is possible on large numbers of cells on a more superficial level. SCS has given more insight in heterogeneity in healthy vasculature, where it revealed that zonation is crucial in gene expression profiles among the anatomical axis. In diseased vasculature, this heterogeneity seems even more prominent with discovery of new immune subsets in atherosclerosis as proof. Vascular smooth muscle cells and mesenchymal cells also share these plastic characteristics with the ability to up-regulate markers linked to stem cells, such as Sca-1 or CD34. Current SCS studies show some limitations to the number of replicates, quantity of cells used, or the loss of spatial information. Bioinformatical tools could give some more insight in current datasets, making use of pseudo-time analysis or RNA velocity to investigate cell differentiation or polarization. In this review, we discuss the use of SCS in unravelling heterogeneity in the vasculature, its current limitations and promising future applications.
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spelling pubmed-68730932019-11-27 Heterogeneity and plasticity in healthy and atherosclerotic vasculature explored by single-cell sequencing van Kuijk, Kim Kuppe, Christoph Betsholtz, Christer Vanlandewijck, Michael Kramann, Rafael Sluimer, Judith C Cardiovasc Res Review Series from the 3rd Joint ESM-EVBO Conference 2019 Cellular characteristics and their adjustment to a state of disease have become more evident due to recent advances in imaging, fluorescent reporter mice, and whole genome RNA sequencing. The uncovered cellular heterogeneity and/or plasticity potentially complicates experimental studies and clinical applications, as markers derived from whole tissue ‘bulk’ sequencing is unable to yield a subtype transcriptome and specific markers. Here, we propose definitions on heterogeneity and plasticity, discuss current knowledge thereof in the vasculature and how this may be improved by single-cell sequencing (SCS). SCS is emerging as an emerging technique, enabling researchers to investigate different cell populations in more depth than ever before. Cell selection methods, e.g. flow assisted cell sorting, and the quantity of cells can influence the choice of SCS method. Smart-Seq2 offers sequencing of the complete mRNA molecule on a low quantity of cells, while Drop-seq is possible on large numbers of cells on a more superficial level. SCS has given more insight in heterogeneity in healthy vasculature, where it revealed that zonation is crucial in gene expression profiles among the anatomical axis. In diseased vasculature, this heterogeneity seems even more prominent with discovery of new immune subsets in atherosclerosis as proof. Vascular smooth muscle cells and mesenchymal cells also share these plastic characteristics with the ability to up-regulate markers linked to stem cells, such as Sca-1 or CD34. Current SCS studies show some limitations to the number of replicates, quantity of cells used, or the loss of spatial information. Bioinformatical tools could give some more insight in current datasets, making use of pseudo-time analysis or RNA velocity to investigate cell differentiation or polarization. In this review, we discuss the use of SCS in unravelling heterogeneity in the vasculature, its current limitations and promising future applications. Oxford University Press 2019-10-01 2019-07-27 /pmc/articles/PMC6873093/ /pubmed/31350876 http://dx.doi.org/10.1093/cvr/cvz185 Text en © The Author(s) 2019. Published by Oxford University Press on behalf of the European Society of Cardiology. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Review Series from the 3rd Joint ESM-EVBO Conference 2019
van Kuijk, Kim
Kuppe, Christoph
Betsholtz, Christer
Vanlandewijck, Michael
Kramann, Rafael
Sluimer, Judith C
Heterogeneity and plasticity in healthy and atherosclerotic vasculature explored by single-cell sequencing
title Heterogeneity and plasticity in healthy and atherosclerotic vasculature explored by single-cell sequencing
title_full Heterogeneity and plasticity in healthy and atherosclerotic vasculature explored by single-cell sequencing
title_fullStr Heterogeneity and plasticity in healthy and atherosclerotic vasculature explored by single-cell sequencing
title_full_unstemmed Heterogeneity and plasticity in healthy and atherosclerotic vasculature explored by single-cell sequencing
title_short Heterogeneity and plasticity in healthy and atherosclerotic vasculature explored by single-cell sequencing
title_sort heterogeneity and plasticity in healthy and atherosclerotic vasculature explored by single-cell sequencing
topic Review Series from the 3rd Joint ESM-EVBO Conference 2019
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6873093/
https://www.ncbi.nlm.nih.gov/pubmed/31350876
http://dx.doi.org/10.1093/cvr/cvz185
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