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Integration of lyoplate based flow cytometry and computational analysis for standardized immunological biomarker discovery

Authors :
Paola Di Meglio
Ryan R. Brinkman
Graham M. Lord
A Toby Prevost
Vernon C. Maino
Maria P. Hernandez-Fuentes
Margaret Inokuma
Esperanza Perucha
Frank O. Nestle
Susanne Heck
Jennifer Mollon
Laurel Nomura
Federica Villanova
Nima Aghaeepour
Andrew P. Cope
Von Herrath, Matthias G.
Source :
PLoS ONE, Vol 8, Iss 7, p e65485 (2013), Villanova, F, Di Meglio, P, Inokuma, M, Aghaeepour, N, Perucha, E, Mollon, J, Nomura, L, Hernandez-fuentes, M, Cope, A, Prevost, A T, Heck, S, Maino, V, Lord, G, Brinkman, R R, Nestle, F O & Von Herrath, M G (ed.) 2013, ' Integration of Lyoplate Based Flow Cytometry and Computational Analysis for Standardized Immunological Biomarker Discovery ', PLoS ONE, vol. 8, no. 7, pp. e65485 . https://doi.org/10.1371/journal.pone.0065485, PLoS ONE
Publication Year :
2013
Publisher :
Public Library of Science (PLoS), 2013.

Abstract

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.

Details

Language :
English
ISSN :
19326203
Volume :
8
Issue :
7
Database :
OpenAIRE
Journal :
PLoS ONE
Accession number :
edsair.doi.dedup.....1f25534310f42b0a71e5748d641512ad