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Sensing red blood cell nano-mechanics: Toward a novel blood biomarker for Alzheimer’s disease
Red blood cells (RBCs) are characterized by a remarkable elasticity, which allows them to undergo very large deformation when passing through small vessels and capillaries. This extreme deformability is altered in various clinical conditions, suggesting that the analysis of red blood cell (RBC) mech...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9530048/ https://www.ncbi.nlm.nih.gov/pubmed/36204549 http://dx.doi.org/10.3389/fnagi.2022.932354 |
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author | Nardini, Matteo Ciasca, Gabriele Lauria, Alessandra Rossi, Cristina Di Giacinto, Flavio Romanò, Sabrina Di Santo, Riccardo Papi, Massimiliano Palmieri, Valentina Perini, Giordano Basile, Umberto Alcaro, Francesca D. Di Stasio, Enrico Bizzarro, Alessandra Masullo, Carlo De Spirito, Marco |
author_facet | Nardini, Matteo Ciasca, Gabriele Lauria, Alessandra Rossi, Cristina Di Giacinto, Flavio Romanò, Sabrina Di Santo, Riccardo Papi, Massimiliano Palmieri, Valentina Perini, Giordano Basile, Umberto Alcaro, Francesca D. Di Stasio, Enrico Bizzarro, Alessandra Masullo, Carlo De Spirito, Marco |
author_sort | Nardini, Matteo |
collection | PubMed |
description | Red blood cells (RBCs) are characterized by a remarkable elasticity, which allows them to undergo very large deformation when passing through small vessels and capillaries. This extreme deformability is altered in various clinical conditions, suggesting that the analysis of red blood cell (RBC) mechanics has potential applications in the search for non-invasive and cost-effective blood biomarkers. Here, we provide a comparative study of the mechanical response of RBCs in patients with Alzheimer’s disease (AD) and healthy subjects. For this purpose, RBC viscoelastic response was investigated using atomic force microscopy (AFM) in the force spectroscopy mode. Two types of analyses were performed: (i) a conventional analysis of AFM force–distance (FD) curves, which allowed us to retrieve the apparent Young’s modulus, E; and (ii) a more in-depth analysis of time-dependent relaxation curves in the framework of the standard linear solid (SLS) model, which allowed us to estimate cell viscosity and elasticity, independently. Our data demonstrate that, while conventional analysis of AFM FD curves fails in distinguishing the two groups, the mechanical parameters obtained with the SLS model show a very good classification ability. The diagnostic performance of mechanical parameters was assessed using receiving operator characteristic (ROC) curves, showing very large areas under the curves (AUC) for selected biomarkers (AUC > 0.9). Taken all together, the data presented here demonstrate that RBC mechanics are significantly altered in AD, also highlighting the key role played by viscous forces. These RBC abnormalities in AD, which include both a modified elasticity and viscosity, could be considered a potential source of plasmatic biomarkers in the field of liquid biopsy to be used in combination with more established indicators of the pathology. |
format | Online Article Text |
id | pubmed-9530048 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95300482022-10-05 Sensing red blood cell nano-mechanics: Toward a novel blood biomarker for Alzheimer’s disease Nardini, Matteo Ciasca, Gabriele Lauria, Alessandra Rossi, Cristina Di Giacinto, Flavio Romanò, Sabrina Di Santo, Riccardo Papi, Massimiliano Palmieri, Valentina Perini, Giordano Basile, Umberto Alcaro, Francesca D. Di Stasio, Enrico Bizzarro, Alessandra Masullo, Carlo De Spirito, Marco Front Aging Neurosci Neuroscience Red blood cells (RBCs) are characterized by a remarkable elasticity, which allows them to undergo very large deformation when passing through small vessels and capillaries. This extreme deformability is altered in various clinical conditions, suggesting that the analysis of red blood cell (RBC) mechanics has potential applications in the search for non-invasive and cost-effective blood biomarkers. Here, we provide a comparative study of the mechanical response of RBCs in patients with Alzheimer’s disease (AD) and healthy subjects. For this purpose, RBC viscoelastic response was investigated using atomic force microscopy (AFM) in the force spectroscopy mode. Two types of analyses were performed: (i) a conventional analysis of AFM force–distance (FD) curves, which allowed us to retrieve the apparent Young’s modulus, E; and (ii) a more in-depth analysis of time-dependent relaxation curves in the framework of the standard linear solid (SLS) model, which allowed us to estimate cell viscosity and elasticity, independently. Our data demonstrate that, while conventional analysis of AFM FD curves fails in distinguishing the two groups, the mechanical parameters obtained with the SLS model show a very good classification ability. The diagnostic performance of mechanical parameters was assessed using receiving operator characteristic (ROC) curves, showing very large areas under the curves (AUC) for selected biomarkers (AUC > 0.9). Taken all together, the data presented here demonstrate that RBC mechanics are significantly altered in AD, also highlighting the key role played by viscous forces. These RBC abnormalities in AD, which include both a modified elasticity and viscosity, could be considered a potential source of plasmatic biomarkers in the field of liquid biopsy to be used in combination with more established indicators of the pathology. Frontiers Media S.A. 2022-09-20 /pmc/articles/PMC9530048/ /pubmed/36204549 http://dx.doi.org/10.3389/fnagi.2022.932354 Text en Copyright © 2022 Nardini, Ciasca, Lauria, Rossi, Di Giacinto, Romanò, Di Santo, Papi, Palmieri, Perini, Basile, Alcaro, Di Stasio, Bizzarro, Masullo and De Spirito. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neuroscience Nardini, Matteo Ciasca, Gabriele Lauria, Alessandra Rossi, Cristina Di Giacinto, Flavio Romanò, Sabrina Di Santo, Riccardo Papi, Massimiliano Palmieri, Valentina Perini, Giordano Basile, Umberto Alcaro, Francesca D. Di Stasio, Enrico Bizzarro, Alessandra Masullo, Carlo De Spirito, Marco Sensing red blood cell nano-mechanics: Toward a novel blood biomarker for Alzheimer’s disease |
title | Sensing red blood cell nano-mechanics: Toward a novel blood biomarker for Alzheimer’s disease |
title_full | Sensing red blood cell nano-mechanics: Toward a novel blood biomarker for Alzheimer’s disease |
title_fullStr | Sensing red blood cell nano-mechanics: Toward a novel blood biomarker for Alzheimer’s disease |
title_full_unstemmed | Sensing red blood cell nano-mechanics: Toward a novel blood biomarker for Alzheimer’s disease |
title_short | Sensing red blood cell nano-mechanics: Toward a novel blood biomarker for Alzheimer’s disease |
title_sort | sensing red blood cell nano-mechanics: toward a novel blood biomarker for alzheimer’s disease |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9530048/ https://www.ncbi.nlm.nih.gov/pubmed/36204549 http://dx.doi.org/10.3389/fnagi.2022.932354 |
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