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Fluctuating methylation clocks for cell lineage tracing at high temporal resolution in human tissues

Molecular clocks that record cell ancestry mutate too slowly to measure the short-timescale dynamics of cell renewal in adult tissues. Here, we show that fluctuating DNA methylation marks can be used as clocks in cells where ongoing methylation and demethylation cause repeated ‘flip–flops’ between m...

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Autores principales: Gabbutt, Calum, Schenck, Ryan O., Weisenberger, Daniel J., Kimberley, Christopher, Berner, Alison, Househam, Jacob, Lakatos, Eszter, Robertson-Tessi, Mark, Martin, Isabel, Patel, Roshani, Clark, Susan K., Latchford, Andrew, Barnes, Chris P., Leedham, Simon J., Anderson, Alexander R. A., Graham, Trevor A., Shibata, Darryl
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9110299/
https://www.ncbi.nlm.nih.gov/pubmed/34980912
http://dx.doi.org/10.1038/s41587-021-01109-w
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author Gabbutt, Calum
Schenck, Ryan O.
Weisenberger, Daniel J.
Kimberley, Christopher
Berner, Alison
Househam, Jacob
Lakatos, Eszter
Robertson-Tessi, Mark
Martin, Isabel
Patel, Roshani
Clark, Susan K.
Latchford, Andrew
Barnes, Chris P.
Leedham, Simon J.
Anderson, Alexander R. A.
Graham, Trevor A.
Shibata, Darryl
author_facet Gabbutt, Calum
Schenck, Ryan O.
Weisenberger, Daniel J.
Kimberley, Christopher
Berner, Alison
Househam, Jacob
Lakatos, Eszter
Robertson-Tessi, Mark
Martin, Isabel
Patel, Roshani
Clark, Susan K.
Latchford, Andrew
Barnes, Chris P.
Leedham, Simon J.
Anderson, Alexander R. A.
Graham, Trevor A.
Shibata, Darryl
author_sort Gabbutt, Calum
collection PubMed
description Molecular clocks that record cell ancestry mutate too slowly to measure the short-timescale dynamics of cell renewal in adult tissues. Here, we show that fluctuating DNA methylation marks can be used as clocks in cells where ongoing methylation and demethylation cause repeated ‘flip–flops’ between methylated and unmethylated states. We identify endogenous fluctuating CpG (fCpG) sites using standard methylation arrays and develop a mathematical model to quantitatively measure human adult stem cell dynamics from these data. Small intestinal crypts were inferred to contain slightly more stem cells than the colon, with slower stem cell replacement in the small intestine. Germline APC mutation increased the number of replacements per crypt. In blood, we measured rapid expansion of acute leukemia and slower growth of chronic disease. Thus, the patterns of human somatic cell birth and death are measurable with fluctuating methylation clocks (FMCs).
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spelling pubmed-91102992022-05-18 Fluctuating methylation clocks for cell lineage tracing at high temporal resolution in human tissues Gabbutt, Calum Schenck, Ryan O. Weisenberger, Daniel J. Kimberley, Christopher Berner, Alison Househam, Jacob Lakatos, Eszter Robertson-Tessi, Mark Martin, Isabel Patel, Roshani Clark, Susan K. Latchford, Andrew Barnes, Chris P. Leedham, Simon J. Anderson, Alexander R. A. Graham, Trevor A. Shibata, Darryl Nat Biotechnol Article Molecular clocks that record cell ancestry mutate too slowly to measure the short-timescale dynamics of cell renewal in adult tissues. Here, we show that fluctuating DNA methylation marks can be used as clocks in cells where ongoing methylation and demethylation cause repeated ‘flip–flops’ between methylated and unmethylated states. We identify endogenous fluctuating CpG (fCpG) sites using standard methylation arrays and develop a mathematical model to quantitatively measure human adult stem cell dynamics from these data. Small intestinal crypts were inferred to contain slightly more stem cells than the colon, with slower stem cell replacement in the small intestine. Germline APC mutation increased the number of replacements per crypt. In blood, we measured rapid expansion of acute leukemia and slower growth of chronic disease. Thus, the patterns of human somatic cell birth and death are measurable with fluctuating methylation clocks (FMCs). Nature Publishing Group US 2022-01-03 2022 /pmc/articles/PMC9110299/ /pubmed/34980912 http://dx.doi.org/10.1038/s41587-021-01109-w Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Gabbutt, Calum
Schenck, Ryan O.
Weisenberger, Daniel J.
Kimberley, Christopher
Berner, Alison
Househam, Jacob
Lakatos, Eszter
Robertson-Tessi, Mark
Martin, Isabel
Patel, Roshani
Clark, Susan K.
Latchford, Andrew
Barnes, Chris P.
Leedham, Simon J.
Anderson, Alexander R. A.
Graham, Trevor A.
Shibata, Darryl
Fluctuating methylation clocks for cell lineage tracing at high temporal resolution in human tissues
title Fluctuating methylation clocks for cell lineage tracing at high temporal resolution in human tissues
title_full Fluctuating methylation clocks for cell lineage tracing at high temporal resolution in human tissues
title_fullStr Fluctuating methylation clocks for cell lineage tracing at high temporal resolution in human tissues
title_full_unstemmed Fluctuating methylation clocks for cell lineage tracing at high temporal resolution in human tissues
title_short Fluctuating methylation clocks for cell lineage tracing at high temporal resolution in human tissues
title_sort fluctuating methylation clocks for cell lineage tracing at high temporal resolution in human tissues
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9110299/
https://www.ncbi.nlm.nih.gov/pubmed/34980912
http://dx.doi.org/10.1038/s41587-021-01109-w
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