PLoS ONE (Jan 2013)

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

  • Federica Villanova,
  • Paola Di Meglio,
  • Margaret Inokuma,
  • Nima Aghaeepour,
  • Esperanza Perucha,
  • Jennifer Mollon,
  • Laurel Nomura,
  • Maria Hernandez-Fuentes,
  • Andrew Cope,
  • A Toby Prevost,
  • Susanne Heck,
  • Vernon Maino,
  • Graham Lord,
  • Ryan R Brinkman,
  • Frank O Nestle

DOI
https://doi.org/10.1371/journal.pone.0065485
Journal volume & issue
Vol. 8, no. 7
p. e65485

Abstract

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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.