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Non-invasive Optical Biomarkers Distinguish and Track the Metabolic Status of Single Hematopoietic Stem Cells
Metabolism is a key regulator of hematopoietic stem cell (HSC) functions. There is a lack of real-time, non-invasive approaches to evaluate metabolism in single HSCs. Using fluorescence lifetime imaging microscopy, we developed a set of metabolic optical biomarkers (MOBs) from the auto-fluorescent p...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6994633/ https://www.ncbi.nlm.nih.gov/pubmed/31982780 http://dx.doi.org/10.1016/j.isci.2020.100831 |
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author | Zhou, Hao Nguyen, Lisa Arnesano, Cosimo Ando, Yuta Raval, Manmeet Rodgers, Joseph T. Fraser, Scott Lu, Rong Shen, Keyue |
author_facet | Zhou, Hao Nguyen, Lisa Arnesano, Cosimo Ando, Yuta Raval, Manmeet Rodgers, Joseph T. Fraser, Scott Lu, Rong Shen, Keyue |
author_sort | Zhou, Hao |
collection | PubMed |
description | Metabolism is a key regulator of hematopoietic stem cell (HSC) functions. There is a lack of real-time, non-invasive approaches to evaluate metabolism in single HSCs. Using fluorescence lifetime imaging microscopy, we developed a set of metabolic optical biomarkers (MOBs) from the auto-fluorescent properties of metabolic coenzymes NAD(P)H and FAD. The MOBs revealed the enhanced glycolysis, low oxidative metabolism, and distinct mitochondrial localization of HSCs. Importantly, the fluorescence lifetime of enzyme-bound NAD(P)H (τ(bound)) can non-invasively monitor the glycolytic/lactate dehydrogenase activity in single HSCs. As a proof of concept for metabolism-based cell sorting, we further identified HSCs within the Lineage-cKit+Sca1+ (KLS) hematopoietic stem/progenitor population using MOBs and a machine-learning algorithm. Moreover, we revealed the dynamic changes of MOBs, and the association of longer τ(bound) with enhanced glycolysis under HSC stemness-maintaining conditions during HSC culture. Our work thus provides a new paradigm to identify and track the metabolism of single HSCs non-invasively and in real time. |
format | Online Article Text |
id | pubmed-6994633 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-69946332020-02-04 Non-invasive Optical Biomarkers Distinguish and Track the Metabolic Status of Single Hematopoietic Stem Cells Zhou, Hao Nguyen, Lisa Arnesano, Cosimo Ando, Yuta Raval, Manmeet Rodgers, Joseph T. Fraser, Scott Lu, Rong Shen, Keyue iScience Article Metabolism is a key regulator of hematopoietic stem cell (HSC) functions. There is a lack of real-time, non-invasive approaches to evaluate metabolism in single HSCs. Using fluorescence lifetime imaging microscopy, we developed a set of metabolic optical biomarkers (MOBs) from the auto-fluorescent properties of metabolic coenzymes NAD(P)H and FAD. The MOBs revealed the enhanced glycolysis, low oxidative metabolism, and distinct mitochondrial localization of HSCs. Importantly, the fluorescence lifetime of enzyme-bound NAD(P)H (τ(bound)) can non-invasively monitor the glycolytic/lactate dehydrogenase activity in single HSCs. As a proof of concept for metabolism-based cell sorting, we further identified HSCs within the Lineage-cKit+Sca1+ (KLS) hematopoietic stem/progenitor population using MOBs and a machine-learning algorithm. Moreover, we revealed the dynamic changes of MOBs, and the association of longer τ(bound) with enhanced glycolysis under HSC stemness-maintaining conditions during HSC culture. Our work thus provides a new paradigm to identify and track the metabolism of single HSCs non-invasively and in real time. Elsevier 2020-01-10 /pmc/articles/PMC6994633/ /pubmed/31982780 http://dx.doi.org/10.1016/j.isci.2020.100831 Text en © 2020 The Author(s) http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Zhou, Hao Nguyen, Lisa Arnesano, Cosimo Ando, Yuta Raval, Manmeet Rodgers, Joseph T. Fraser, Scott Lu, Rong Shen, Keyue Non-invasive Optical Biomarkers Distinguish and Track the Metabolic Status of Single Hematopoietic Stem Cells |
title | Non-invasive Optical Biomarkers Distinguish and Track the Metabolic Status of Single Hematopoietic Stem Cells |
title_full | Non-invasive Optical Biomarkers Distinguish and Track the Metabolic Status of Single Hematopoietic Stem Cells |
title_fullStr | Non-invasive Optical Biomarkers Distinguish and Track the Metabolic Status of Single Hematopoietic Stem Cells |
title_full_unstemmed | Non-invasive Optical Biomarkers Distinguish and Track the Metabolic Status of Single Hematopoietic Stem Cells |
title_short | Non-invasive Optical Biomarkers Distinguish and Track the Metabolic Status of Single Hematopoietic Stem Cells |
title_sort | non-invasive optical biomarkers distinguish and track the metabolic status of single hematopoietic stem cells |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6994633/ https://www.ncbi.nlm.nih.gov/pubmed/31982780 http://dx.doi.org/10.1016/j.isci.2020.100831 |
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