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Nuclear morphometrics and chromatin condensation patterns as disease biomarkers using a mobile microscope
Current cancer diagnosis involves the use of nuclear morphology and chromatin condensation signatures for accurate advanced stage classification. While such diagnostic approaches rely on high resolution imaging of the cell nucleus using expensive microscopy systems, developing portable mobile micros...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6636717/ https://www.ncbi.nlm.nih.gov/pubmed/31314779 http://dx.doi.org/10.1371/journal.pone.0218757 |
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author | Damodaran, Karthik Crestani, Michele Jokhun, Doorgesh Sharma Shivashankar, G. V. |
author_facet | Damodaran, Karthik Crestani, Michele Jokhun, Doorgesh Sharma Shivashankar, G. V. |
author_sort | Damodaran, Karthik |
collection | PubMed |
description | Current cancer diagnosis involves the use of nuclear morphology and chromatin condensation signatures for accurate advanced stage classification. While such diagnostic approaches rely on high resolution imaging of the cell nucleus using expensive microscopy systems, developing portable mobile microscopes to visualize nuclear and chromatin condensation patterns is desirable at clinical settings with limited infrastructure. In this study, we develop a portable fluorescent mobile microscope capable of acquiring high resolution images of the nucleus and chromatin. Using this we extracted nuclear morphometric and chromatin texture based features and were able to discriminate between normal and cancer cells with similar accuracy as wide-field fluorescence microscopy. We were also able to detect subtle changes in nuclear and chromatin features in cells subjected to compressive forces, cytoskeletal perturbations and cytokine stimulation, thereby highlighting the sensitivity of the portable microscope. Taken together, we present a versatile platform to exploit nuclear morphometrics and chromatin condensation features as physical biomarkers for point-of-care diagnostic solutions. |
format | Online Article Text |
id | pubmed-6636717 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-66367172019-07-25 Nuclear morphometrics and chromatin condensation patterns as disease biomarkers using a mobile microscope Damodaran, Karthik Crestani, Michele Jokhun, Doorgesh Sharma Shivashankar, G. V. PLoS One Research Article Current cancer diagnosis involves the use of nuclear morphology and chromatin condensation signatures for accurate advanced stage classification. While such diagnostic approaches rely on high resolution imaging of the cell nucleus using expensive microscopy systems, developing portable mobile microscopes to visualize nuclear and chromatin condensation patterns is desirable at clinical settings with limited infrastructure. In this study, we develop a portable fluorescent mobile microscope capable of acquiring high resolution images of the nucleus and chromatin. Using this we extracted nuclear morphometric and chromatin texture based features and were able to discriminate between normal and cancer cells with similar accuracy as wide-field fluorescence microscopy. We were also able to detect subtle changes in nuclear and chromatin features in cells subjected to compressive forces, cytoskeletal perturbations and cytokine stimulation, thereby highlighting the sensitivity of the portable microscope. Taken together, we present a versatile platform to exploit nuclear morphometrics and chromatin condensation features as physical biomarkers for point-of-care diagnostic solutions. Public Library of Science 2019-07-17 /pmc/articles/PMC6636717/ /pubmed/31314779 http://dx.doi.org/10.1371/journal.pone.0218757 Text en © 2019 Damodaran et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Damodaran, Karthik Crestani, Michele Jokhun, Doorgesh Sharma Shivashankar, G. V. Nuclear morphometrics and chromatin condensation patterns as disease biomarkers using a mobile microscope |
title | Nuclear morphometrics and chromatin condensation patterns as disease biomarkers using a mobile microscope |
title_full | Nuclear morphometrics and chromatin condensation patterns as disease biomarkers using a mobile microscope |
title_fullStr | Nuclear morphometrics and chromatin condensation patterns as disease biomarkers using a mobile microscope |
title_full_unstemmed | Nuclear morphometrics and chromatin condensation patterns as disease biomarkers using a mobile microscope |
title_short | Nuclear morphometrics and chromatin condensation patterns as disease biomarkers using a mobile microscope |
title_sort | nuclear morphometrics and chromatin condensation patterns as disease biomarkers using a mobile microscope |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6636717/ https://www.ncbi.nlm.nih.gov/pubmed/31314779 http://dx.doi.org/10.1371/journal.pone.0218757 |
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