Tonya Ward

This study identifies shared and disease-specific host-microbiome interactions in colorectal cancer, inflammatory bowel disease, and irritable bowel syndrome using machine learning.

BugBase assigns pathway coverage and traits (Gram stain, oxygen tolerance, pathogenicity) to individual taxa in 16S or shotgun microbiome data, detecting some functional differences bag-of-genes profiles miss.