TH and colitis: Our random forest model emphasized that colitis impacted TH+ dopaminergic neurons in males much more than female mice but also that the severity of colitis as reflected by the DAI score was a substantially better predictor of striatal TH levels than was the binary classification of DSS or H2O treatment.