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Standardization procedure for flow cytometry data harmonization in prospective multicenter studies.

Lucas Le LannPierre-Emmanuel JouveMarta Eugenia Alarcón-RiquelmeChristophe JaminJacques-Olivier Persnull nullnull null
Published in: Scientific reports (2020)
One of the most challenging objective for clinical cytometry in prospective multicenter immunomonitoring trials is to compare frequencies, absolute numbers of leukocyte populations and further the mean fluorescence intensities of cell markers, especially when the data are generated from different instruments. Here, we describe an innovative standardization workflow to compare all data to carry out any large-scale, prospective multicentric flow cytometry analysis whatever the duration, the number or type of instruments required for the realization of such projects.
Keyphrases
  • flow cytometry
  • electronic health record
  • single cell
  • big data
  • machine learning
  • quality improvement
  • bone marrow
  • double blind
  • case control