The objective was to perform whole-genome shotgun 454 pyrosequencing on the same fecal specimens collected in that clinical trial to obtain comprehensive fecal bacterial genome sequencing coverage and explore the full range of bacterial genetic information in the fecal microbiome , thereby using a systematic approach to study the impact of dietary fiber supplementation on fecal metabolites , bacterial taxa , and bacterial metagenomes .