 Biological pathway abundances - As another set of features that provide information at the functional level of the microbiota, the investigators will use the KEGG database of biological pathways51 and the above vector of gene abundance of each sample to compute an abundance score for each biological pathway. The key advantage of this set of features is that its associations provide direct hypotheses regarding the underlying mechanisms through which the microbiota may be involved with the correlated phenotype. 