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The ODELAY assay has several critical points for ensuring reproducible and reliable phenotypic measurements. The first critical point is consistent preparation of the yeast cultures. Care must be taken to harvest the yeast cells from logarithmic growth. If the cultures have saturated, then their population heterogeneity will be increased which may obfuscate heterogeneity caused by genetic or environmental (e.g., carbon source) factors11. The second critical point is consistent preparation of the media. In general, a large volume of 10X stock media solution should be generated and then used over time to minimize batch effects. Formulating media by weight, whenever possible, helps improve the consistency of the medium over time by ensuring the density of agar and the overall water content of the agarose can be closely monitored. The third critical point involves minimizing or eliminating any mechanical deformation of the agarose media. Mechanical deformation of the media will most commonly occur during separation of the agarose from the glass slides. As with many laboratory techniques, practice is required to master this step.
Variation in lag time as depicted in Figure 4, is often related to one of the three factors: mechanical deformation of the agarose medium, variation in the molded agar thickness, or an unstable light source. If the agarose medium varies in Z-height across the spotted array, the height variation may overwhelm the range of the autofocus routine, causing the initial images to be slightly out of focus. For this reason, check the focus height at multiple spots in the center and along the edges of the spotted array to ensure the autofocus routine has sufficient Z-range to find focus. If needed, use the Autofocus panel to increase the focus range and increase the number of focusing steps.
A third possible condition that may lead to poor focus is an unstable or flickering light source, which can disrupt the calculated focus score for a specific Z-height. Tungsten halogen bulbs tend to flicker well before the bulbs burn out. The effect of poor focus is observed in one example where the growth curves dip between the first and second time points (Figure 5A), while the adjacent spot does not have the same dip (Figure 5B). In this case, the poor focus condition was alleviated by replacing the tungsten halogen light source.
In practice, the authors have found that to reduce the flicker of 100W tungsten halogen bulbs, the bulbs need to be replaced every 500 h or roughly every 2 months when the microscopes are under heavy use. To avoid poor focus issues from a flickering bulb, replace the tungsten halogen light source often or replace the halogen bulb with a diode light source. An example of a dataset that shows low variation in doubling times as well as more uniform lag times is shown in Figure 6. This dataset was taken with a diode illuminator which provides a more stable illumination over time while performing the autofocus.
While many of the points mentioned here for optimizing media preparation may appear to be obvious, in the literature most large scale screens do not replicate well with each other8,11. Therefore, we have carefully described the preparation of cultures and agarose media so that more reproducible phenotypic screens may be generated.
The ODELAY assay is currently limited in throughput when compared to pinning based assays such as synthetic genetic arrays or the Scan-O-Matic assay. While these methods increase the number of strains that are measured, they lack an ability to resolve individual cells and thus cannot measure population heterogeneity that we observe within clonal yeast strains. The origin of this population heterogeneity is not currently understood, but the merging of technology and computation as demonstrated here offers an opportunity for objectively addressing the underlying cellular mechanisms12.
The authors wish to note that ODELAY is currently only optimized for a specific microscope brand and body type. Modifying ODELAY for other microscope systems is straight forward but will require knowledge of the open source API13. However, both the API as well as the ODELAY scripts are written to be easily adapted to different systems and experimental assays.
While ODELAY was originally developed for yeast, we have been able to utilize it without modification to observe growth of Mycobacterium smegmatis. Observation of the other colony forming microorganisms is possible with alterations to the source code provided11. In general, ODELAY is a powerful and flexible tool for comparing microorganisms grown under different environmental conditions and genetic perturbations.