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Integration of Lyoplate Based Flow Cytometry and Computational Analysis for Standardized Immunological Biomarker Discovery
Discovery of novel immune biomarkers for monitoring of disease prognosis and response to therapy in immune-mediated inflammatory diseases is an important unmet clinical need. Here, we establish a novel framework for immunological biomarker discovery, comparing a conventional (liquid) flow cytometry...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3701052/ https://www.ncbi.nlm.nih.gov/pubmed/23843942 http://dx.doi.org/10.1371/journal.pone.0065485 |
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author | Villanova, Federica Di Meglio, Paola Inokuma, Margaret Aghaeepour, Nima Perucha, Esperanza Mollon, Jennifer Nomura, Laurel Hernandez-Fuentes, Maria Cope, Andrew Prevost, A. Toby Heck, Susanne Maino, Vernon Lord, Graham Brinkman, Ryan R. Nestle, Frank O. |
author_facet | Villanova, Federica Di Meglio, Paola Inokuma, Margaret Aghaeepour, Nima Perucha, Esperanza Mollon, Jennifer Nomura, Laurel Hernandez-Fuentes, Maria Cope, Andrew Prevost, A. Toby Heck, Susanne Maino, Vernon Lord, Graham Brinkman, Ryan R. Nestle, Frank O. |
author_sort | Villanova, Federica |
collection | PubMed |
description | Discovery of novel immune biomarkers for monitoring of disease prognosis and response to therapy in immune-mediated inflammatory diseases is an important unmet clinical need. Here, we establish a novel framework for immunological biomarker discovery, comparing a conventional (liquid) flow cytometry platform (CFP) and a unique lyoplate-based flow cytometry platform (LFP) in combination with advanced computational data analysis. We demonstrate that LFP had higher sensitivity compared to CFP, with increased detection of cytokines (IFN-γ and IL-10) and activation markers (Foxp3 and CD25). Fluorescent intensity of cells stained with lyophilized antibodies was increased compared to cells stained with liquid antibodies. LFP, using a plate loader, allowed medium-throughput processing of samples with comparable intra- and inter-assay variability between platforms. Automated computational analysis identified novel immunophenotypes that were not detected with manual analysis. Our results establish a new flow cytometry platform for standardized and rapid immunological biomarker discovery with wide application to immune-mediated diseases. |
format | Online Article Text |
id | pubmed-3701052 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-37010522013-07-10 Integration of Lyoplate Based Flow Cytometry and Computational Analysis for Standardized Immunological Biomarker Discovery Villanova, Federica Di Meglio, Paola Inokuma, Margaret Aghaeepour, Nima Perucha, Esperanza Mollon, Jennifer Nomura, Laurel Hernandez-Fuentes, Maria Cope, Andrew Prevost, A. Toby Heck, Susanne Maino, Vernon Lord, Graham Brinkman, Ryan R. Nestle, Frank O. PLoS One Research Article Discovery of novel immune biomarkers for monitoring of disease prognosis and response to therapy in immune-mediated inflammatory diseases is an important unmet clinical need. Here, we establish a novel framework for immunological biomarker discovery, comparing a conventional (liquid) flow cytometry platform (CFP) and a unique lyoplate-based flow cytometry platform (LFP) in combination with advanced computational data analysis. We demonstrate that LFP had higher sensitivity compared to CFP, with increased detection of cytokines (IFN-γ and IL-10) and activation markers (Foxp3 and CD25). Fluorescent intensity of cells stained with lyophilized antibodies was increased compared to cells stained with liquid antibodies. LFP, using a plate loader, allowed medium-throughput processing of samples with comparable intra- and inter-assay variability between platforms. Automated computational analysis identified novel immunophenotypes that were not detected with manual analysis. Our results establish a new flow cytometry platform for standardized and rapid immunological biomarker discovery with wide application to immune-mediated diseases. Public Library of Science 2013-07-03 /pmc/articles/PMC3701052/ /pubmed/23843942 http://dx.doi.org/10.1371/journal.pone.0065485 Text en © 2013 Villanova 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, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Villanova, Federica Di Meglio, Paola Inokuma, Margaret Aghaeepour, Nima Perucha, Esperanza Mollon, Jennifer Nomura, Laurel Hernandez-Fuentes, Maria Cope, Andrew Prevost, A. Toby Heck, Susanne Maino, Vernon Lord, Graham Brinkman, Ryan R. Nestle, Frank O. Integration of Lyoplate Based Flow Cytometry and Computational Analysis for Standardized Immunological Biomarker Discovery |
title | Integration of Lyoplate Based Flow Cytometry and Computational Analysis for Standardized Immunological Biomarker Discovery |
title_full | Integration of Lyoplate Based Flow Cytometry and Computational Analysis for Standardized Immunological Biomarker Discovery |
title_fullStr | Integration of Lyoplate Based Flow Cytometry and Computational Analysis for Standardized Immunological Biomarker Discovery |
title_full_unstemmed | Integration of Lyoplate Based Flow Cytometry and Computational Analysis for Standardized Immunological Biomarker Discovery |
title_short | Integration of Lyoplate Based Flow Cytometry and Computational Analysis for Standardized Immunological Biomarker Discovery |
title_sort | integration of lyoplate based flow cytometry and computational analysis for standardized immunological biomarker discovery |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3701052/ https://www.ncbi.nlm.nih.gov/pubmed/23843942 http://dx.doi.org/10.1371/journal.pone.0065485 |
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