Literature DB >> 25044756

Polarization imaging and classification of Jurkat T and Ramos B cells using a flow cytometer.

Yuanming Feng1, Ning Zhang, Kenneth M Jacobs, Wenhuan Jiang, Li V Yang, Zhigang Li, Jun Zhang, Jun Q Lu, Xin-Hua Hu.   

Abstract

Label-free and rapid classification of cells can have awide range of applications in biology. We report a robust method of polarization diffraction imaging flow cytometry (p-DIFC) for achieving this goal. Coherently scattered light signals are acquired from single cells excited by a polarized laser beam in the form of two cross-polarized diffraction images. Image texture and intensity parameters are extracted with a gray level co-occurrence matrix (GLCM) algorithm to obtain an optimized set of feature parameters as the morphological "fingerprints" for automated cell classification. We selected the Jurkat T cells and Ramos B cells to test the p-DIFC method's capacity for cell classification. After detailed statistical analysis, we found that the optimized feature vectors yield accuracies of classification between the Jurkat and Ramos ranging from 97.8% to 100% among different cell data sets. Confocal imaging and three-dimensional reconstruction were applied to gain insights on the ability of p-DIFC method for classifying the two cell lines of highly similar morphology. Based on these results we conclude that the p-DIFC method has the capacity to discriminate cells of high similarity in their morphology with "fingerprints" features extracted from the diffraction images, which may be attributed to subtle but statistically significant differences in the nucleus-to-cell volume ratio in the case of Jurkat and Ramos cells.
© 2014 International Society for Advancement of Cytometry.

Keywords:  cell classification; flow cytometry; light scattering; polarization imaging

Mesh:

Year:  2014        PMID: 25044756     DOI: 10.1002/cyto.a.22504

Source DB:  PubMed          Journal:  Cytometry A        ISSN: 1552-4922            Impact factor:   4.355


  4 in total

1.  In vitro and in vivo assessment of direct effects of simulated solar and galactic cosmic radiation on human hematopoietic stem/progenitor cells.

Authors:  C Rodman; G Almeida-Porada; S K George; J Moon; S Soker; T Pardee; M Beaty; P Guida; S P Sajuthi; C D Langefeld; S J Walker; P F Wilson; C D Porada
Journal:  Leukemia       Date:  2016-11-24       Impact factor: 11.528

2.  Comparison study of distinguishing cancerous and normal prostate epithelial cells by confocal and polarization diffraction imaging.

Authors:  Wenhuan Jiang; Jun Qing Lu; Li V Yang; Yu Sa; Yuanming Feng; Junhua Ding; Xin-Hua Hu
Journal:  J Biomed Opt       Date:  2016-07       Impact factor: 3.170

3.  Anticancer/antiviral agent Akt inhibitor-IV massively accumulates in mitochondria and potently disrupts cellular bioenergetics.

Authors:  J Matthew Meinig; Blake R Peterson
Journal:  ACS Chem Biol       Date:  2014-12-01       Impact factor: 5.100

4.  Quantitative analysis and comparison of 3D morphology between viable and apoptotic MCF-7 breast cancer cells and characterization of nuclear fragmentation.

Authors:  Yuhua Wen; Zhan Chen; Jianfen Lu; Elizabeth Ables; Jean-Luc Scemama; Li V Yang; Jun Q Lu; Xin-Hua Hu
Journal:  PLoS One       Date:  2017-09-08       Impact factor: 3.240

  4 in total

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