Supporting Information Data Files
Manuscript (Open Access)
The full manuscript is freely available for download here.
General Information
4400 yeast array deletions were crossed to a ura3::NATMX (controlQFA, or cQFA, DLY4228), yku70::URA3 (DLY3541) or cdc13-1 strains (DLY5385) as described in supplementary material. Double mutant cultures were incubated at different temperatures and photographs taken every few hours. Strains were tracked using barcoded plates and a Robot Object Database (ROD). Growth was quantified using an image analysis tool Colonyzer (Lawless et al. 2010). The range of observations were summarised by fitting a logistic growth model by least squares optimisation (see Fig. 1 (b)). Fitnesses were calculated and genetic interaction strengths (GIS) were inferred by comparing with a control QFA (see Fig. 2). GIS profiles were compared across different experiments (see Fig. 3)
Hitlists (Supplementary Tables S1-S6 & S9)
These are tables, hyperlinked to gene entries in SGD, and tab-delimited text files containing estimates of genetic interaction strength and significance as calculated by comparing double mutant fitness phenotype against a control QFA fitness phenotype. Only mutants with GIS which pass the FDR-corrected significance test (q-value<0.05) are included.
- ORF - Array deletion ORF systematic name
- GIS - Genetic Interaction Strength (dimensionless). See Experimental Procedures section in manuscript for definition.
- stderr - Standard Error of GIS estimate
- tval - t-value for significance of difference from population regression
- pval - p-value for signigificance of difference from population regression
- qval - q-value (FDR corrected p-value for significance of observed difference from population regression)
- genename - Standard gene name
- interaction - Type of genetic interaction (with query mutation). Phenotypic enhancers exaggerate the query mutation phenotype, and phenotypic suppressors reduce the query mutation phenotype.
- query - Query mutation for this screen
Strong lists (S1-S6) only include array mutants with GIS < -0.5 and GIS > 0.5 and with q-value < 0.05, and are presented in the supplementary material of the manuscript. A GIS cutoff of 0.5 is arbitrary. Full lists (text files) and hitplots are not included in the supplementary material of the manuscript but include all interactions with q-value < 0.05. Hitplots are visualisations of the genetic interactions quantified in these lists, equivalent to of those presented in Fig. 2. Points in hitplots represent mean fitness (over ~8 biological repeats) in double-mutant arrays and in single-mutant temperature-matched control arrays. Solid grey line represents regression through observations, dashed line is the 1:1 line. See Fig. 2 for further details.
- Table S1 Strong yku70Δ hitlist for 23° C, hitplot and full list.
- Table S2 Strong yku70Δ hitlist for 30° C, hitplot and full list.
- Table S3 Strong yku70Δ hitlist for 37° C, hitplot and full list.
- Table S4 Strong yku70Δ hitlist for 37.5° C, hitplot and full list.
- Table S5 Strong cdc13-1 hitlist for 20° C, hitplot and full list.
- Table S6 Strong cdc13-1 hitlist for 27° C, hitplot and full list.
- Table S9 Temperature sensitivity hitlist, 37° C vs 20° C, hitplot and full list.
Raw data files
- Table S7 ROD Output - 130MB .zip file
These files contain quantified cell densities output from our ROD database. There are eight tab-delimited text files (one for each biological repeat) containing various measures of culture density, colour and morphology (as estimated by Colonyzer for each mutant in the experimental library.
Each column represents the following:
- Barcode - Plate identifier
- Area - Culture area (pixels)
- Spot Row - Plate row number for culture
- Trimmed Area - Integrated Optical Density, sum of pixel intensities in culture area
- Spot Column - Plate column number for culture
- Intensity - Total pixel intensity for square tile containing culture
- Edge Pixels - Number of pixels classified as culture on edge of square tile
- Threshold - Pixel intensity threshold used for image segmentation (after lighting correction)
- X Offset - x-oordinate of top left hand corner of culture tile (pixels)
- Y Offset - y-coordinate of top left hand corner of culture tile (pixels)
- Treatments - Temperature(s) at which cultures were grown
- Medium - Nutrients in plate agar
- Image Name - Full name at image capture (includes barcode and date-time)
- ORF Name - Array deletion y-number
- Date of Image - Date of image capture
- Screen Name - Name of screen (identifies biological repeats, and experiment)
- Library Name - Identifier for library configuration (identifies particular culture location)
- MasterPlate Number - Library plate identifier
- Timeseries order - Photograph number
- Colony Color R - Culture red channel intensity
- Colony Color G - Culture green channel intensity
- Colony Color B - Culture blue channel intensity
- Background Color R - Background red channel intensity (for current tile)
- Background Color G - Background green channel intensity (for current tile)
- Background Color B - Background blue channel intensity (for current tile)
- Edge length - Number of culture pixels classified as being microcolony edge pixels (useful for classifying contaminants)
- Tile Dimensions X - Culture tile width (pixels)
- Tile Dimensions Y - Culture tile height (pixels)
Logistic data files
- Table S8 Logistic Output Files - 36MB .zip file
These files contain logistic parameter estimates, summarising timeseries observations of culture density from the ROD output above. There are eight tab-delimited text files (one for each biological repeat) containing logistic parameter estimates for various measures of culture density, together with estimates of final culture colour and morphology for each mutant in the experimental library.
Detailed instructions describing how we converted these logistic parameter estimates to fitness estimates are included in the Quantifying Fitness subsection of the Experimental Procedures section of the manuscript.
Each column represents the following:
- Barcode - Plate identifier
- Row - Plate row number for culture
- Col - Plate column number for culture
- ORF - Array deletion y-number
- Treatments - Temperature(s) at which cultures were grown
- Medium - Nutrients in plate agar
- Screen Name - Name of screen (identifies biological repeats, and experiment)
- Plate Number - Library plate identifier
- Area G(0) - Inoculum density estimate for logistic model of culture area growth
- Area r - Growth rate estimate for logistic model of culture
- Area K - Carrying capacity estimate for logistic model of culture area growth
- Area Error - Sum of squared difference between modelled area and observed area (useful for flagging cultures with bad model fit)
- Greyscale G(0) - Inoculum density estimate for logistic model of growth in summed culture tile intensity
- Greyscale r - Growth rate estimate for logistic mdoel of growth in summed culture tile intensity
- Greyscale K - Carrying capacity estimate for logistic model of growth in summed culture tile intensity
- Greyscale Error - Sum of squared difference between modelled summed intensity and observed summed intensity (useful for flagging cultures with bad model fit)
- Trimmed G(0) - Inoculum density estimate for logistic model of culture IOD growth
- Trimmed r - Growth rate estimate for logistic model of culture IOD
- Trimmed K - Carrying capacity estimate for logistic model of culture IOD
- Trimmed Error - Sum of squared difference between modelled IOD and observed IOD (useful for flagging cultures with bad model fit)
- X Offset - x-oordinate of top left hand corner of culture tile (pixels)
- Y Offset - y-coordinate of top left hand corner of culture tile (pixels)
- Xdim - Culture tile width (pixels)
- Ydim - Culture tile height (pixels)
- R - Culture red channel intensity
- G - Culture green channel intensity
- B - Culture blue channel intensity
- Edge Length - Number of culture pixels classified as being microcolony edge pixels (useful for classifying contaminants)
- Pixels on Edge - Number of pixels classified as culture on edge of square tile
Temperature matches used to compare between cQFA and double mutant fitness phenotypes. This is a tab-delimited text file specifying query mutation, double mutant treatment, and neutral query mutant (cQFA) treatment for each genetic interaction scoring comparison.