Abstract
To increase the efficiency and consistency in screening Escherichia coli for virulence genes, a Phosphor Imager was adopted for signal detection in Dot Blot DNA hybridization replacing X-ray film read by eye. We assessed not only the reliability of the instrument-based procedure, but the impact of going from an outcome measured by visualization on a semi-quantitative scale to a digitized readout on an interval scale. We analyzed technical and biological variability of the assay and the factors contributing to the variability. In spite of high variability both within and between membranes in the Phosphor Imager readings, we were able to define classification rules for gene presence that were remarkably consistent. Using the X-ray film singal detection procedure with Southern confirmation as a gold standard, we obtained a sensitivity and specificity of 87–99% for a rule requiring no retesting for all but one gene probe.
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