How are the BMDl and BMDu calculated for each gene?

The BMDl and BMDu are the lower and upper limits of the 95% confidence interval of the BMD, computed using the profile likelihood method. The MDl is sometimes used instead of the BMD since it is a more conservative estimate that depends on the uncertainty of the model fit to the data.