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Intelligent image-based deformation-assisted cell sorting with molecular specificity

Authors :
Nawaz, Ahmad Ahsan
Urbanska, Marta
Herbig, Maik
Nötzel, Martin
Kräter, Martin
Rosendahl, Philipp
Herold, Christoph
Toepfner, Nicole
Kubánková, Markéta
Goswami, Ruchi
Abuhattum, Shada
Reichel, Felix
Müller, Paul
Taubenberger, Anna
Girardo, Salvatore
Jacobi, Angela
Guck, Jochen
Source :
Nature Methods; June 2020, Vol. 17 Issue: 6 p595-599, 5p
Publication Year :
2020

Abstract

Although label-free cell sorting is desirable for providing pristine cells for further analysis or use, current approaches lack molecular specificity and speed. Here, we combine real-time fluorescence and deformability cytometry with sorting based on standing surface acoustic waves and transfer molecular specificity to image-based sorting using an efficient deep neural network. In addition to general performance, we demonstrate the utility of this method by sorting neutrophils from whole blood without labels.

Details

Language :
English
ISSN :
15487091 and 15487105
Volume :
17
Issue :
6
Database :
Supplemental Index
Journal :
Nature Methods
Publication Type :
Periodical
Accession number :
ejs53317539
Full Text :
https://doi.org/10.1038/s41592-020-0831-y