title: When Phase Contrast Fails: ChainTracer and NucTracer, Two ImageJ Methods for Semi-Automated Single Cell Analysis Using Membrane or DNA Staining.
abstract: Within bacterial populations, genetically identical cells often behave differently. Single-cell measurement methods are required to observe this heterogeneity. Flow cytometry and fluorescence light microscopy are the primary methods to do this. However, flow cytometry requires reasonably strong fluorescence signals and is impractical when bacteria grow in cell chains. Therefore fluorescence light microscopy is often used to measure population heterogeneity in bacteria. Automatic microscopy image analysis programs typically use phase contrast images to identify cells. However, many bacteria divide by forming a cross-wall that is not detectable by phase contrast. We have developed 'ChainTracer', a method based on the ImageJ plugin ObjectJ. It can automatically identify individual cells stained by fluorescent membrane dyes, and measure fluorescence intensity, chain length, cell length, and cell diameter. As a complementary analysis method we developed 'NucTracer', which uses DAPI stained nucleoids as a proxy for single cells. The latter method is especially useful when dealing with crowded images. The methods were tested with Bacillus subtilis and Lactococcus lactis cells expressing a GFP-reporter. In conclusion, ChainTracer and NucTracer are useful single cell measurement methods when bacterial cells are difficult to distinguish with phase contrast.
authors.affiliation: Centre for Bacterial Cell Biology, Newcastle University, Newcastle upon Tyne, Richardson Road, Newcastle, NE2 4AX, United Kingdom.
authors.forename: Simon
authors.initials: S
authors.lastname: Syvertsson
authors.affiliation: Swammerdam Institute for Life Sciences, University of Amsterdam, Science Park 904, 1098 XH Amsterdam, The Netherlands.
authors.forename: Norbert O E
authors.initials: NO
authors.lastname: Vischer
authors.affiliation: Swammerdam Institute for Life Sciences, University of Amsterdam, Science Park 904, 1098 XH Amsterdam, The Netherlands.
authors.forename: Yongqiang
authors.initials: Y
authors.lastname: Gao
authors.affiliation: Centre for Bacterial Cell Biology, Newcastle University, Newcastle upon Tyne, Richardson Road, Newcastle, NE2 4AX, United Kingdom.|Swammerdam Institute for Life Sciences, University of Amsterdam, Science Park 904, 1098 XH Amsterdam, The Netherlands.
authors.forename: Leendert W
authors.initials: LW
authors.lastname: Hamoen
mesh_terms: D001331:Automation; D004247:DNA / Q000378:metabolism*; D008856:Microscopy, Fluorescence; D059010:Single-Cell Analysis
chemical_list: D004247:DNA