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An image-based flow cytometric approach to the assessment of the nucleus-to-cytoplasm ratio

The nucleus-to-cytoplasm ratio (N:C) can be used as one metric in histology for grading certain types of tumor malignancy. Current N:C assessment techniques are time-consuming and low throughput. Thus, in high-throughput clinical contexts, there is a need for a technique that can assess cell maligna...

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Autores principales: Sebastian, Joseph A., Moore, Michael J., Berndl, Elizabeth S. L., Kolios, Michael C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8224973/
https://www.ncbi.nlm.nih.gov/pubmed/34166419
http://dx.doi.org/10.1371/journal.pone.0253439
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author Sebastian, Joseph A.
Moore, Michael J.
Berndl, Elizabeth S. L.
Kolios, Michael C.
author_facet Sebastian, Joseph A.
Moore, Michael J.
Berndl, Elizabeth S. L.
Kolios, Michael C.
author_sort Sebastian, Joseph A.
collection PubMed
description The nucleus-to-cytoplasm ratio (N:C) can be used as one metric in histology for grading certain types of tumor malignancy. Current N:C assessment techniques are time-consuming and low throughput. Thus, in high-throughput clinical contexts, there is a need for a technique that can assess cell malignancy rapidly. In this study, we assess the N:C ratio of four different malignant cell lines (OCI-AML-5—blood cancer, CAKI-2—kidney cancer, HT-29—colon cancer, SK-BR-3—breast cancer) and a non-malignant cell line (MCF-10A –breast epithelium) using an imaging flow cytometer (IFC). Cells were stained with the DRAQ-5 nuclear dye to stain the cell nucleus. An Amnis ImageStreamX® IFC acquired brightfield/fluorescence images of cells and their nuclei, respectively. Masking and gating techniques were used to obtain the cell and nucleus diameters for 5284 OCI-AML-5 cells, 1096 CAKI-2 cells, 6302 HT-29 cells, 3159 SK-BR-3 cells, and 1109 MCF-10A cells. The N:C ratio was calculated as the ratio of the nucleus diameter to the total cell diameter. The average cell and nucleus diameters from IFC were 12.3 ± 1.2 μm and 9.0 ± 1.1 μm for OCI-AML5 cells, 24.5 ± 2.6 μm and 15.6 ± 2.1 μm for CAKI-2 cells, 16.2 ± 1.8 μm and 11.2 ± 1.3 μm for HT-29 cells, 18.0 ± 3.7 μm and 12.5 ± 2.1 μm for SK-BR-3 cells, and 19.4 ± 2.2 μm and 10.1 ± 1.8 μm for MCF-10A cells. Here we show a general N:C ratio of ~0.6–0.7 across varying malignant cell lines and a N:C ratio of ~0.5 for a non-malignant cell line. This study demonstrates the use of IFC to assess the N:C ratio of cancerous and non-cancerous cells, and the promise of its use in clinically relevant high-throughput detection scenarios to supplement current workflows used for cancer cell grading.
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spelling pubmed-82249732021-07-19 An image-based flow cytometric approach to the assessment of the nucleus-to-cytoplasm ratio Sebastian, Joseph A. Moore, Michael J. Berndl, Elizabeth S. L. Kolios, Michael C. PLoS One Research Article The nucleus-to-cytoplasm ratio (N:C) can be used as one metric in histology for grading certain types of tumor malignancy. Current N:C assessment techniques are time-consuming and low throughput. Thus, in high-throughput clinical contexts, there is a need for a technique that can assess cell malignancy rapidly. In this study, we assess the N:C ratio of four different malignant cell lines (OCI-AML-5—blood cancer, CAKI-2—kidney cancer, HT-29—colon cancer, SK-BR-3—breast cancer) and a non-malignant cell line (MCF-10A –breast epithelium) using an imaging flow cytometer (IFC). Cells were stained with the DRAQ-5 nuclear dye to stain the cell nucleus. An Amnis ImageStreamX® IFC acquired brightfield/fluorescence images of cells and their nuclei, respectively. Masking and gating techniques were used to obtain the cell and nucleus diameters for 5284 OCI-AML-5 cells, 1096 CAKI-2 cells, 6302 HT-29 cells, 3159 SK-BR-3 cells, and 1109 MCF-10A cells. The N:C ratio was calculated as the ratio of the nucleus diameter to the total cell diameter. The average cell and nucleus diameters from IFC were 12.3 ± 1.2 μm and 9.0 ± 1.1 μm for OCI-AML5 cells, 24.5 ± 2.6 μm and 15.6 ± 2.1 μm for CAKI-2 cells, 16.2 ± 1.8 μm and 11.2 ± 1.3 μm for HT-29 cells, 18.0 ± 3.7 μm and 12.5 ± 2.1 μm for SK-BR-3 cells, and 19.4 ± 2.2 μm and 10.1 ± 1.8 μm for MCF-10A cells. Here we show a general N:C ratio of ~0.6–0.7 across varying malignant cell lines and a N:C ratio of ~0.5 for a non-malignant cell line. This study demonstrates the use of IFC to assess the N:C ratio of cancerous and non-cancerous cells, and the promise of its use in clinically relevant high-throughput detection scenarios to supplement current workflows used for cancer cell grading. Public Library of Science 2021-06-24 /pmc/articles/PMC8224973/ /pubmed/34166419 http://dx.doi.org/10.1371/journal.pone.0253439 Text en © 2021 Sebastian et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://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
Sebastian, Joseph A.
Moore, Michael J.
Berndl, Elizabeth S. L.
Kolios, Michael C.
An image-based flow cytometric approach to the assessment of the nucleus-to-cytoplasm ratio
title An image-based flow cytometric approach to the assessment of the nucleus-to-cytoplasm ratio
title_full An image-based flow cytometric approach to the assessment of the nucleus-to-cytoplasm ratio
title_fullStr An image-based flow cytometric approach to the assessment of the nucleus-to-cytoplasm ratio
title_full_unstemmed An image-based flow cytometric approach to the assessment of the nucleus-to-cytoplasm ratio
title_short An image-based flow cytometric approach to the assessment of the nucleus-to-cytoplasm ratio
title_sort image-based flow cytometric approach to the assessment of the nucleus-to-cytoplasm ratio
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8224973/
https://www.ncbi.nlm.nih.gov/pubmed/34166419
http://dx.doi.org/10.1371/journal.pone.0253439
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