Comparative genomics identifies thousands of candidate structured RNAs in human microbiomes
Year: 2021
Type: article
Abstract: BACKGROUND: Structured RNAs play varied bioregulatory roles within microbes. To date, hundreds of candidate structured RNAs have been predicted using informatic approaches that search for motif structures in genomic sequence data. The human microbiome contains thousands of species and strains of microbes. Yet, much of the metagenomic data from the human microbiome remains unmined for structured RNA motifs primarily due to computational limitations. RESULTS: We sought to apply a large-scale, comparative genomics approach to these organisms to identify candidate structured RNAs. With a carefully constructed, though computationally intensive automated analysis, we identify 3161 conserved candidate structured RNAs in intergenic regions, as well as 2022 additional candidate structured RNAs that may overlap coding regions. We validate the RNA expression of 177 of these candidate structures by analyzing small fragment RNA-seq data from four human fecal samples. CONCLUSIONS: This approach identifies a wide variety of candidate structured RNAs, including tmRNAs, antitoxins, and likely ribosome protein leaders, from a wide variety of taxa. Overall, our pipeline enables conservative predictions of thousands of novel candidate structured RNAs from human microbiomes.
Source: Genome biology
Authors: Brayon J. Fremin, Ami S. Bhatt
Institutions: Stanford University, Stanford Medicine
Language: English
Subfield: Molecular Biology
Domain: Life Sciences
Open Access status: gold
Estimated APC paid: $4,890
Awards: Emerging novel mechanisms of antibiotic resistance in the prevalent foodborne pathogen, Salmonella, G1868717214, G313670933, High-throughput sequencer for multi-scale genomic studies, G4475131919, Stanford Alzheimer's Disease Research Center, G5097059376, G5520316217, G6382129581, G6398799160, Stanford Alzheimer's Disease Research Center, National Centralized Repository for Alzheimer's Disease and Related Dementias (NCRAD)
OpenAlex ID: W3155760473
