One-third of all protein-coding genes from bacterial genomes cannot be annotated with a function. Here, to investigate the functions of these genes, we present genome-wide mutant fitness data from 32 diverse bacteria across dozens of growth conditions. We identified mutant phenotypes for 11,779 protein-coding genes that had not been annotated with a specific function. Many genes could be associated with a specific condition because the gene affected fitness only in that condition, or with another gene in the same bacterium because they had similar mutant phenotypes. Of the poorly annotated genes, 2,316 had associations that have high confidence because they are conserved in other bacteria. By combining these conserved associations with comparative genomics, we identified putative DNA repair proteins; in addition, we propose specific functions for poorly annotated enzymes and transporters and for uncharacterized protein families. Our study demonstrates the scalability of microbial genetics and its utility for improving gene annotations.

SummaryThe function of nearly half of all protein-coding genes identified in bacterial genomes remains unknown. To systematically explore the functions of these proteins, we generated saturated transposon mutant libraries from 25 diverse bacteria and we assayed mutant phenotypes across hundreds of distinct conditions. From 3,903 genome-wide mutant fitness assays, we obtained 14.9 million gene phenotype measurements and we identified a mutant phenotype for 8,487 proteins with previously unknown functions. The majority of these hypothetical proteins (57%) had phenotypes that were either specific to a few conditions or were similar to that of another gene, thus enabling us to make informed predictions of protein function. For 1,914 of these hypothetical proteins, the functional associations are conserved across related proteins from different bacteria, which confirms that these associations are genuine. This comprehensive catalogue of experimentally-annotated protein functions also enables the targeted exploration of specific biological processes. For example, sensitivity to a DNA-damaging agent revealed 28 known families of DNA repair proteins and 11 putative novel families. Across all sequenced bacteria, 14% of proteins that lack detailed annotations have an ortholog with a functional association in our data set. Our study demonstrates the utility and scalability of high-throughput genetics for large-scale annotation of bacterial proteins and provides a vast compendium of experimentally-determined protein functions across diverse bacteria.

The ykkC RNA motif was a long-standing orphan riboswitch candidate that has recently been proposed to encompass at least five distinct bacterial riboswitch classes. Most ykkC RNAs belong to the subtype 1 group, which are guanidine-I riboswitches that regulate the expression of guanidine-specific carboxylase and transporter proteins. The remaining ykkC RNAs have been organized into at least four major categories called subtypes 2a-2d. Subtype 2a RNAs are riboswitches that sense the bacterial alarmone ppGpp and typically regulate amino acid biosynthesis genes. Subtype 2b riboswitches sense the purine biosynthetic intermediate PRPP and frequently partner with guanine riboswitches to regulate purine biosynthesis genes. In this study, we examined ykkC subtype 2c RNAs, which are found upstream of genes encoding hydrolase enzymes that cleave the phosphoanhydride linkages of nucleotide substrates. Subtype 2c representatives mostly recognize adenosine and cytidine 5'-diphosphate molecules in either their ribose or deoxyribose forms (ADP, dADP, CDP, and dCDP). Other nucleotide-containing compounds, especially nucleoside 5'-triphosphates, are strongly rejected by some members of this putative riboswitch class. High ligand concentrations in vivo are predicted to turn on expression of hydrolase enzymes, which presumably function to balance cellular nucleotide pools. These results further showcase the striking functional diversity derived from the structural scaffold shared among all ykkC motif RNAs, which has been adapted to sense at least five different types of natural ligands. Moreover, riboswitches for nucleoside diphosphates provide additional examples of the numerous partnerships observed between natural RNA aptamers and nucleotide-derived ligands, including metabolites, coenzymes, and signaling molecules.

Organisms presumably have mechanisms to monitor and physiologically adapt to changes in cellular Na+ concentrations. Only a single bacterial protein has previously been demonstrated to selectively sense Na+ and regulate gene expression. Here we report a riboswitch class, previously called the ‘DUF1646 motif’, whose members selectively sense Na+ and regulate the expression of genes relevant to sodium biology. Many proteins encoded by Na+-riboswitch-regulated genes are annotated as metal ion transporters, whereas others are involved in mitigating osmotic stress or harnessing Na+ gradients for ATP production. Na+ riboswitches exhibit dissociation constants in the low mM range, and strongly reject all other alkali and alkaline earth ions. Likewise, only Na+ triggers riboswitch-mediated transcription and gene expression changes. These findings reveal that some bacteria use Na+ riboswitches to monitor, adjust and exploit Na+ concentrations and gradients, and in some instances collaborate with c-di-AMP riboswitches to coordinate gene expression during osmotic stress.

These findings may influence keyboard standards and the design of keyboards.