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Noise-driven cellular heterogeneity in circadian periodicity
Nongenetic cellular heterogeneity is associated with aging and disease. However, the origins of cell-to-cell variability are complex and the individual contributions of different factors to total phenotypic variance are still unclear. Here, we took advantage of clear phenotypic heterogeneity of circ...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
National Academy of Sciences
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7229691/ https://www.ncbi.nlm.nih.gov/pubmed/32358201 http://dx.doi.org/10.1073/pnas.1922388117 |
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author | Li, Yan Shan, Yongli Desai, Ravi V. Cox, Kimberly H. Weinberger, Leor S. Takahashi, Joseph S. |
author_facet | Li, Yan Shan, Yongli Desai, Ravi V. Cox, Kimberly H. Weinberger, Leor S. Takahashi, Joseph S. |
author_sort | Li, Yan |
collection | PubMed |
description | Nongenetic cellular heterogeneity is associated with aging and disease. However, the origins of cell-to-cell variability are complex and the individual contributions of different factors to total phenotypic variance are still unclear. Here, we took advantage of clear phenotypic heterogeneity of circadian oscillations in clonal cell populations to investigate the underlying mechanisms of cell-to-cell variability. Using a fully automated tracking and analysis pipeline, we examined circadian period length in thousands of single cells and hundreds of clonal cell lines and found that longer circadian period is associated with increased intercellular heterogeneity. Based on our experimental results, we then estimated the contributions of heritable and nonheritable factors to this variation in circadian period length using a variance partitioning model. We found that nonheritable noise predominantly drives intercellular circadian period variation in clonal cell lines, thereby revealing a previously unrecognized link between circadian oscillations and intercellular heterogeneity. Moreover, administration of a noise-enhancing drug reversibly increased both period length and variance. These findings suggest that circadian period may be used as an indicator of cellular noise and drug screening for noise control. |
format | Online Article Text |
id | pubmed-7229691 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | National Academy of Sciences |
record_format | MEDLINE/PubMed |
spelling | pubmed-72296912020-05-26 Noise-driven cellular heterogeneity in circadian periodicity Li, Yan Shan, Yongli Desai, Ravi V. Cox, Kimberly H. Weinberger, Leor S. Takahashi, Joseph S. Proc Natl Acad Sci U S A Biological Sciences Nongenetic cellular heterogeneity is associated with aging and disease. However, the origins of cell-to-cell variability are complex and the individual contributions of different factors to total phenotypic variance are still unclear. Here, we took advantage of clear phenotypic heterogeneity of circadian oscillations in clonal cell populations to investigate the underlying mechanisms of cell-to-cell variability. Using a fully automated tracking and analysis pipeline, we examined circadian period length in thousands of single cells and hundreds of clonal cell lines and found that longer circadian period is associated with increased intercellular heterogeneity. Based on our experimental results, we then estimated the contributions of heritable and nonheritable factors to this variation in circadian period length using a variance partitioning model. We found that nonheritable noise predominantly drives intercellular circadian period variation in clonal cell lines, thereby revealing a previously unrecognized link between circadian oscillations and intercellular heterogeneity. Moreover, administration of a noise-enhancing drug reversibly increased both period length and variance. These findings suggest that circadian period may be used as an indicator of cellular noise and drug screening for noise control. National Academy of Sciences 2020-05-12 2020-05-01 /pmc/articles/PMC7229691/ /pubmed/32358201 http://dx.doi.org/10.1073/pnas.1922388117 Text en Copyright © 2020 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by-nc-nd/4.0/ https://creativecommons.org/licenses/by-nc-nd/4.0/This open access article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Biological Sciences Li, Yan Shan, Yongli Desai, Ravi V. Cox, Kimberly H. Weinberger, Leor S. Takahashi, Joseph S. Noise-driven cellular heterogeneity in circadian periodicity |
title | Noise-driven cellular heterogeneity in circadian periodicity |
title_full | Noise-driven cellular heterogeneity in circadian periodicity |
title_fullStr | Noise-driven cellular heterogeneity in circadian periodicity |
title_full_unstemmed | Noise-driven cellular heterogeneity in circadian periodicity |
title_short | Noise-driven cellular heterogeneity in circadian periodicity |
title_sort | noise-driven cellular heterogeneity in circadian periodicity |
topic | Biological Sciences |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7229691/ https://www.ncbi.nlm.nih.gov/pubmed/32358201 http://dx.doi.org/10.1073/pnas.1922388117 |
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