Improving the usability and comprehensiveness of microbial databases
Caitlin Loeffler, Aaron Karlsberg, Lana S. Martin, Eleazar Eskin, David Koslicki, Serghei Mangul
Abstract
Metagenomics studies leverage genomic reference databases to generate discoveries in basic science and translational research. However, current microbial studies use disparate reference databases that lack consistent standards of specimen inclusion, data preparation, taxon labelling and accessibility, hindering their quality and comprehensiveness, and calling for the establishment of recommendations for reference genome database assembly. Here, we analyze existing fungal and bacterial databases and discuss guidelines for the development of a master reference database that promises to improve the quality and quantity of omics research.
Topics & Concepts
BiologyUsabilityLeverage (statistics)DatabaseMetagenomicsData scienceComputer scienceGeneticsMachine learningHuman–computer interactionGeneGenomics and Phylogenetic StudiesGene expression and cancer classificationMicrobial Community Ecology and Physiology