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Single-cell screening of multiple biophysical properties in leukemia diagnosis from peripheral blood by pure light scattering

Histology and histopathology are based on the morphometric observations of quiescent cells. Their diagnostic potential could largely benefit from a simultaneous screening of intrinsic biophysical properties at single-cell level. For such a purpose, we analyzed light scattering signatures of individu...

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Autores principales: Dannhauser, David, Rossi, Domenico, Ripaldi, Mimmo, Netti, Paolo A., Causa, Filippo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5627307/
https://www.ncbi.nlm.nih.gov/pubmed/28979002
http://dx.doi.org/10.1038/s41598-017-12990-4
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author Dannhauser, David
Rossi, Domenico
Ripaldi, Mimmo
Netti, Paolo A.
Causa, Filippo
author_facet Dannhauser, David
Rossi, Domenico
Ripaldi, Mimmo
Netti, Paolo A.
Causa, Filippo
author_sort Dannhauser, David
collection PubMed
description Histology and histopathology are based on the morphometric observations of quiescent cells. Their diagnostic potential could largely benefit from a simultaneous screening of intrinsic biophysical properties at single-cell level. For such a purpose, we analyzed light scattering signatures of individual mononuclear blood cells in microfluidic flow. In particular, we extracted a set of biophysical properties including morphometric (dimension, shape and nucleus-to-cytosol ratio) and optical (optical density) ones to clearly discriminate different cell types and stages. By considering distinctive ranges of biophysical properties along with the obtained relative cell frequencies, we can identify unique cell classes corresponding to specific clinical conditions (p < 0.01). Based on such a straightforward approach, we are able to discriminate T-, B-lymphocytes, monocytes and beyond that first results on different stages of lymphoid and myeloid leukemia cells are presented. This work shows that the simultaneous screening of only three biophysical properties enables a clear distinction between pathological and physiological mononuclear blood stream cells. We believe our approach could represent a useful tool for a label-free analysis of biophysical single-cell signatures.
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spelling pubmed-56273072017-10-12 Single-cell screening of multiple biophysical properties in leukemia diagnosis from peripheral blood by pure light scattering Dannhauser, David Rossi, Domenico Ripaldi, Mimmo Netti, Paolo A. Causa, Filippo Sci Rep Article Histology and histopathology are based on the morphometric observations of quiescent cells. Their diagnostic potential could largely benefit from a simultaneous screening of intrinsic biophysical properties at single-cell level. For such a purpose, we analyzed light scattering signatures of individual mononuclear blood cells in microfluidic flow. In particular, we extracted a set of biophysical properties including morphometric (dimension, shape and nucleus-to-cytosol ratio) and optical (optical density) ones to clearly discriminate different cell types and stages. By considering distinctive ranges of biophysical properties along with the obtained relative cell frequencies, we can identify unique cell classes corresponding to specific clinical conditions (p < 0.01). Based on such a straightforward approach, we are able to discriminate T-, B-lymphocytes, monocytes and beyond that first results on different stages of lymphoid and myeloid leukemia cells are presented. This work shows that the simultaneous screening of only three biophysical properties enables a clear distinction between pathological and physiological mononuclear blood stream cells. We believe our approach could represent a useful tool for a label-free analysis of biophysical single-cell signatures. Nature Publishing Group UK 2017-10-04 /pmc/articles/PMC5627307/ /pubmed/28979002 http://dx.doi.org/10.1038/s41598-017-12990-4 Text en © The Author(s) 2017 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/.
spellingShingle Article
Dannhauser, David
Rossi, Domenico
Ripaldi, Mimmo
Netti, Paolo A.
Causa, Filippo
Single-cell screening of multiple biophysical properties in leukemia diagnosis from peripheral blood by pure light scattering
title Single-cell screening of multiple biophysical properties in leukemia diagnosis from peripheral blood by pure light scattering
title_full Single-cell screening of multiple biophysical properties in leukemia diagnosis from peripheral blood by pure light scattering
title_fullStr Single-cell screening of multiple biophysical properties in leukemia diagnosis from peripheral blood by pure light scattering
title_full_unstemmed Single-cell screening of multiple biophysical properties in leukemia diagnosis from peripheral blood by pure light scattering
title_short Single-cell screening of multiple biophysical properties in leukemia diagnosis from peripheral blood by pure light scattering
title_sort single-cell screening of multiple biophysical properties in leukemia diagnosis from peripheral blood by pure light scattering
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5627307/
https://www.ncbi.nlm.nih.gov/pubmed/28979002
http://dx.doi.org/10.1038/s41598-017-12990-4
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