11 research outputs found

    Robust estimation of bacterial cell count from optical density

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    Optical density (OD) is widely used to estimate the density of cells in liquid culture, but cannot be compared between instruments without a standardized calibration protocol and is challenging to relate to actual cell count. We address this with an interlaboratory study comparing three simple, low-cost, and highly accessible OD calibration protocols across 244 laboratories, applied to eight strains of constitutive GFP-expressing E. coli. Based on our results, we recommend calibrating OD to estimated cell count using serial dilution of silica microspheres, which produces highly precise calibration (95.5% of residuals <1.2-fold), is easily assessed for quality control, also assesses instrument effective linear range, and can be combined with fluorescence calibration to obtain units of Molecules of Equivalent Fluorescein (MEFL) per cell, allowing direct comparison and data fusion with flow cytometry measurements: in our study, fluorescence per cell measurements showed only a 1.07-fold mean difference between plate reader and flow cytometry data

    The medicalistion of shyness: from social misfits to social fitness

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    Shyness has become an `unhealthy' state of mind for individuals living in contemporary Western societies. Insofar as its behavioural `symptoms' imply a failure to achieve certain cultural values, such as assertiveness, self-expression and loquacious vocality, shyness is increasingly defined as a problem for which people can, and should, be treated. This paper first critically discusses the idea that we are witnessing a new `cultural epidemic' of shyness, as evidenced by increasing rates of diagnosis for Social Phobia, Social Anxiety Disorder and Avoidant Personality Disorder. It then examines three main dimensions of the medicalisation of shyness: biomedical and genetic approaches, the therapeutic interventions of cognitive-behaviour therapy and `shyness clinics', and the disciplinary regimes imposed by self-help books and websites. Within a cultural climate of pervasive anxiety and privatised risk, the medicalisation of shyness suggests a powerful new way of defining and managing certain kinds of deviant identities, but we can also find some evidence of resistance to this approach
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