External ID: CGM data for Cell Systems paper Dec 2015

Protocol: Yeast strains and Media:
All S. cerevisiae deletion strains were obtained from the Euroscarf deletion collection. The wild type parental strain for this collection is BY 4741 MATa his31 leu20 met150 ura30. An isogenic pdr1pdr3 strain (MT2481) was created using PDR1::nat and PDR::URA3 deletion cassettes. All strains were grown and screened in synthetic complete (SC) medium with 2% glucose.

Handling:
Strains were seeded at 50,000 cells per well in a volume of 100 L in 96 well plates followed by addition of 2 L of 1 mM compound stock for final concentration of 20 M. Screens were conducted in technical duplicate using a Biomek FX liquid handling workstation with an integrated stacker carousel. DMSO solvent only controls and 10 uM cycloheximide positive controls were seeded in columns 1 and 12 of each assay plate. Plates were incubated at 30 C without shaking for approximately 18 h or until culture saturation was achieved for the solvent controls. Cultures were resuspended by shaking on the robotic platform prior to reading OD600 values on either Tecan M1000 or Tecan Sunrise plate readers.

Analysis procedure:
All data was subjected to the following workflow:
1. Consistent spatial effects on growth across plates were corrected by Lowess regression using an empirically estimated sliding window of 1/3 and normalized based on plate median.
2. If more than 30% of compounds were active within a plate, data was normalized to DMSO controls.
3. Median normalization was applied to all plates and experiments.
4. Z-factors for growth inhibition were calculated using the median and the interquartile range (IQR) by fitting a normal distribution with N(1,IQR) to the experimental data. In addition, we calculated the Z-factor, percent inhibition and normalized OD values for manual validation.
5. Data points with high variation between replicates (> 3 MAD) were removed as inconsistent outliers.

BioAssay submission file header:

Pubchem_ext_datasource_regid: compound identifier used in on chemgrid.org/cgm
Orf yeast gene deletion (open reading frame)
Sym# yeast gene deletion gene symbol
Raw OD read 1 first replicate
Raw OD read 2 second replicate
Normalized OD average normalized read based on workflow described above
Z_score Z-Score calculated based on kernel density distribution from normalized average reads per screen
P_value p-value calculated based on kernel density distribution calculated from average reads per screen
Non replicate test for non-replicates between first and second replicate
Pubchem_activity_outcome pubchem activity outcome
Cryptagen if compound identifier fulfilled cryptagen rule of activity in at least 4 and not more than 2/3rds of screens per library
Bioactivity sensitive if compound decreases fitness or resistant if compound increases fitness compared to negative control

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