Fig. 1. Partial least squares-discriminant analysis (PLS-DA) plot for the five PTM types. Red and blue colors indicate experimentally acquired, positive PTM sites (from the PSP database) and negative sites (the remainder of possible sites). The negatives have been randomly sampled to match the same number of positives in each PTM to prevent a large number of negatives from masking the positives in each plot.