"What we were trying to figure out is how do these bacteria act when you're healthy, and how do they act when they're in a diseased state," said Marvin Whiteley, professor of molecular biosciences and director of the Center for Infectious Disease at The University of Texas at Austin.
"The really big finding is that they do act very differently," said Whiteley, who led the study.
Bacteria share nutrients, and one species will even feed on another as they constantly interact.
Researchers used shotgun metagenomic sequencing, a non-targeted way to study all the genetic material of the bacterial communities.
Whiteley and colleagues analysed the RNA collected with the Lonestar and Stampede supercomputers at The Texas Advanced Computing Center.
Whiteley's lab started by isolating RNA from the plaque samples collected.
Study co-author Keith Turner, a postdoctoral researcher in Whiteley's lab, searched a metagenomic database, essentially a vast genetic clearing house sampled from the environment instead of lab grown.
The team chose 60 different species of bacteria to represent the total community. More than 160,000 genes were analysed, yielding 28 to 85 million reads of RNA snippets, including about 17 million mRNA reads for each sample.
The findings show that bacteria act differently when one is healthy compared to when diseased.
"The main thing that they change when they go from health to disease is that they change their metabolism," Whiteley said.
A shift to more harmful bacteria in the community is linked to wide-ranging diseases such as periodontitis, diabetes, and Crohn's disease - a type of inflammatory bowel disease (IBD).
The study appeared in the journal mBio.
