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Integrative Cluster Analysis of Whole Hearts Reveals Proliferative Cardiomyocytes in Adult Mice

The recent development and broad application of sequencing techniques at the single-cell level is generating an unprecedented amount of data. The different techniques have their individual limits, but the datasets also offer unexpected possibilities when utilized collectively. Here, we applied snRNA...

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Autores principales: Galow, Anne-Marie, Wolfien, Markus, Müller, Paula, Bartsch, Madeleine, Brunner, Ronald M., Hoeflich, Andreas, Wolkenhauer, Olaf, David, Robert, Goldammer, Tom
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7291011/
https://www.ncbi.nlm.nih.gov/pubmed/32384695
http://dx.doi.org/10.3390/cells9051144
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author Galow, Anne-Marie
Wolfien, Markus
Müller, Paula
Bartsch, Madeleine
Brunner, Ronald M.
Hoeflich, Andreas
Wolkenhauer, Olaf
David, Robert
Goldammer, Tom
author_facet Galow, Anne-Marie
Wolfien, Markus
Müller, Paula
Bartsch, Madeleine
Brunner, Ronald M.
Hoeflich, Andreas
Wolkenhauer, Olaf
David, Robert
Goldammer, Tom
author_sort Galow, Anne-Marie
collection PubMed
description The recent development and broad application of sequencing techniques at the single-cell level is generating an unprecedented amount of data. The different techniques have their individual limits, but the datasets also offer unexpected possibilities when utilized collectively. Here, we applied snRNA-seq in whole adult murine hearts from an inbred (C57BL/6NRj) and an outbred (Fzt:DU) mouse strain to directly compare the data with the publicly available scRNA-seq data of the tabula muris project. Explicitly choosing a single-nucleus approach allowed us to pin down the typical heart tissue-specific technical bias, coming up with novel insights on the mammalian heart cell composition. For our integrated dataset, cardiomyocytes, fibroblasts, and endothelial cells constituted the three main cell populations accounting for about 75% of all cells. However, their numbers severely differed between the individual datasets, with cardiomyocyte proportions ranging from about 9% in the tabula muris data to around 23% for our BL6 data, representing the prime example for cell capture technique related bias when using a conventional single-cell approach for these large cells. Most strikingly in our comparison was the discovery of a minor population of cardiomyocytes characterized by proliferation markers that could not be identified by analyzing the datasets individually. It is now widely accepted that the heart has an, albeit very restricted, regenerative potential. However there is still an ongoing debate where new cardiomyocytes arise from. Our findings support the idea that the renewal of the cardiomyocyte pool is driven by cytokinesis of resident cardiomyocytes rather than differentiation of progenitor cells. We thus provide data that can contribute to an understanding of heart cell regeneration, which is a prerequisite for future applications to enhance the process of heart repair.
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spelling pubmed-72910112020-06-17 Integrative Cluster Analysis of Whole Hearts Reveals Proliferative Cardiomyocytes in Adult Mice Galow, Anne-Marie Wolfien, Markus Müller, Paula Bartsch, Madeleine Brunner, Ronald M. Hoeflich, Andreas Wolkenhauer, Olaf David, Robert Goldammer, Tom Cells Article The recent development and broad application of sequencing techniques at the single-cell level is generating an unprecedented amount of data. The different techniques have their individual limits, but the datasets also offer unexpected possibilities when utilized collectively. Here, we applied snRNA-seq in whole adult murine hearts from an inbred (C57BL/6NRj) and an outbred (Fzt:DU) mouse strain to directly compare the data with the publicly available scRNA-seq data of the tabula muris project. Explicitly choosing a single-nucleus approach allowed us to pin down the typical heart tissue-specific technical bias, coming up with novel insights on the mammalian heart cell composition. For our integrated dataset, cardiomyocytes, fibroblasts, and endothelial cells constituted the three main cell populations accounting for about 75% of all cells. However, their numbers severely differed between the individual datasets, with cardiomyocyte proportions ranging from about 9% in the tabula muris data to around 23% for our BL6 data, representing the prime example for cell capture technique related bias when using a conventional single-cell approach for these large cells. Most strikingly in our comparison was the discovery of a minor population of cardiomyocytes characterized by proliferation markers that could not be identified by analyzing the datasets individually. It is now widely accepted that the heart has an, albeit very restricted, regenerative potential. However there is still an ongoing debate where new cardiomyocytes arise from. Our findings support the idea that the renewal of the cardiomyocyte pool is driven by cytokinesis of resident cardiomyocytes rather than differentiation of progenitor cells. We thus provide data that can contribute to an understanding of heart cell regeneration, which is a prerequisite for future applications to enhance the process of heart repair. MDPI 2020-05-06 /pmc/articles/PMC7291011/ /pubmed/32384695 http://dx.doi.org/10.3390/cells9051144 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Galow, Anne-Marie
Wolfien, Markus
Müller, Paula
Bartsch, Madeleine
Brunner, Ronald M.
Hoeflich, Andreas
Wolkenhauer, Olaf
David, Robert
Goldammer, Tom
Integrative Cluster Analysis of Whole Hearts Reveals Proliferative Cardiomyocytes in Adult Mice
title Integrative Cluster Analysis of Whole Hearts Reveals Proliferative Cardiomyocytes in Adult Mice
title_full Integrative Cluster Analysis of Whole Hearts Reveals Proliferative Cardiomyocytes in Adult Mice
title_fullStr Integrative Cluster Analysis of Whole Hearts Reveals Proliferative Cardiomyocytes in Adult Mice
title_full_unstemmed Integrative Cluster Analysis of Whole Hearts Reveals Proliferative Cardiomyocytes in Adult Mice
title_short Integrative Cluster Analysis of Whole Hearts Reveals Proliferative Cardiomyocytes in Adult Mice
title_sort integrative cluster analysis of whole hearts reveals proliferative cardiomyocytes in adult mice
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7291011/
https://www.ncbi.nlm.nih.gov/pubmed/32384695
http://dx.doi.org/10.3390/cells9051144
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