Abstract
In Bacillota, quorum sensing can be mediated by RRNPP regulators that are activated by autoinducing peptides (AIPs). In this study, we derived a hidden Markov model profile from a 3D-informed alignment to establish RRNPP repertoires for 527 genomes of streptococci in the salivarius group and identified probable AIPs. The salivarius group encompasses Streptococcus salivarius and Streptococcus vestibularis, which are part of the normal human oral microflora, and Streptococcus thermophilus, one of the most widely used bacteria in the dairy industry. We observed a large amount of plasticity in these repertoires, as well as profound differences among species. Notably, S. salivarius displayed an accumulation of ComR regulators, while S. thermophilus displayed an accumulation of Rgg regulators. The latter family included SHP-associated Rgg regulators, systems in which SHPs serve as AIPs; most of these regulators control the production of post-translationally modified peptides (RaS-RiPPs). Their level of richness contrasts with the genome reduction that accompanied S. thermophilus' adaptation to milk. We then used liquid chromatography-high resolution tandem mass spectrometry to analyze the activity of the eight most common SHP/Rgg systems by characterizing the SHPs and RaS-RiPPs found in the supernatants. We detected four SHPs and one RaS-RiPP that have never been seen before in S. thermophilus, and we showed that seven of the eight SHP/Rgg systems were functional. Finally, by simultaneously monitoring the amounts of both the SHPs and RaS-RiPPs, we demonstrated that the fates of these two peptide types differed during growth. SHP presence in the supernatant was transient, a pattern likely related to the peptides' signaling role. IMPORTANCE: Streptococcus thermophilus possesses an unusually high number of Rgg regulators, which are activated by SHP pheromones that control the production of RaS-RiPPs, peptides with cyclization motifs and growth inhibition properties. We conducted an in silico analysis of regulator repertoires across a wide range of strains; a subsequent experimental study revealed that the majority of the SHP/Rgg systems were functional. Employing an optimized liquid chromatography-high resolution tandem mass spectrometry protocol, we were able to better detect and follow SHP and RaS-RiPP accumulation. While RaS-RiPPs accumulated during growth, SHPs were only transiently present in the extracellular environment. This observation suggests that we could manipulate quorum sensing by adding SHPs to the growth medium and highlights the need to study the functions of the RaS-RiPPs.