Fig. 2: Multi-omics based machine learning for mental disorder diagnosis in IBS.

a MaAslin2 analysis of IBS with mental disorder illustrating discriminant taxa compared to HC. b The area under the receiver operating characteristic curve (AUROC, center for the error bands is median). c Feature importance summary of top 30 features from random forest classifier.