1
views
0
recommends
+1 Recommend
0 collections
    0
    shares
      • Record: found
      • Abstract: found
      • Article: not found

      Stain-free identification of cell nuclei using tomographic phase microscopy in flow cytometry

      research-article

      Read this article at

      ScienceOpenPublisherPMC
      Bookmark
          There is no author summary for this article yet. Authors can add summaries to their articles on ScienceOpen to make them more accessible to a non-specialist audience.

          Abstract

          Quantitative Phase Imaging (QPI) has gained popularity in bioimaging because it can avoid the need for cell staining, which in some cases is difficult or impossible. However, as a result, QPI does not provide labelling of various specific intracellular structures. Here we show a novel computational segmentation method based on statistical inference that makes it possible for QPI techniques to identify the cell nucleus. We demonstrate the approach with refractive index tomograms of stain-free cells reconstructed through the tomographic phase microscopy in flow cytometry mode. In particular, by means of numerical simulations and two cancer cell lines, we demonstrate that the nucleus can be accurately distinguished within the stain-free tomograms. We show that our experimental results are consistent with confocal fluorescence microscopy (FM) data and microfluidic cytofluorimeter outputs. This is a significant step towards extracting specific three-dimensional intracellular structures directly from the phase-contrast data in a typical flow cytometry configuration.

          Related collections

          Most cited references59

          • Record: found
          • Abstract: not found
          • Article: not found

          Individual Comparisons by Ranking Methods

            Bookmark
            • Record: found
            • Abstract: not found
            • Article: not found

            On a Test of Whether one of Two Random Variables is Stochastically Larger than the Other

              Bookmark
              • Record: found
              • Abstract: not found
              • Article: not found

              Quantitative phase imaging in biomedicine

                Bookmark

                Author and article information

                Journal
                101283276
                Nat Photonics
                Nat Photonics
                Nature photonics
                1749-4885
                1749-4893
                04 October 2022
                December 2022
                10 November 2022
                10 May 2023
                : 16
                : 12
                : 851-859
                Affiliations
                [1 ]CNR-ISASI, Institute of Applied Sciences and Intelligent Systems “E. Caianiello”, Via Campi Flegrei 34, 80078 Pozzuoli, Napoli, Italy
                [2 ]DIETI, Department of Electrical Engineering and Information Technologies, University of Naples “Federico II”, Via Claudio 21, 80125 Napoli, Italy
                [3 ]EPFL, Ecole Polytechnique Fédérale de Lausanne, Optics Laboratory, CH-1015 Lausanne, Switzerland
                [4 ]CEINGE - Advanced Biotechnologies, Via Gaetano Salvatore 486, 80131 Napoli, Italy
                [5 ]DMMBM, Department of Molecular Medicine and Medical Biotechnology, University of Naples “Federico II”, Via Pansini 5, 80131 Napoli, Italy
                Author notes
                Article
                EMS155286
                10.1038/s41566-022-01096-7
                7613862
                36451849
                6b0a1383-1219-4472-b8a8-954a0e15db78

                Users may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use: https://www.springernature.com/gp/open-research/policies/accepted-manuscript-terms

                History
                Categories
                Article

                Optical materials & Optics
                Optical materials & Optics

                Comments

                Comment on this article