Bacillus subtilis NX-2 produces gamma-polyglutamic acid (gamma-PGA) when using glucose and L-glutamate as carbon sources. The conversion of carbon sources into gamma-PGA was analyzed with the (13)C-NMR method after enriching the media with (13)C-labeled glucose. The results showed that the percentage of gamma-PGA monomers derived from glucose was relatively low, approximately 6% and 9%, respectively, with an initial glucose concentration of 30 and 40 g L(-1). It was concluded that glucose was utilized mainly as the growth-limiting substrate for cell growth and supplied the required energy during gamma-PGA biosynthesis, while L-glutamate was preferred as the main substrate for gamma-PGA formation. To achieve an efficient conversion of L-glutamate and enhance the gamma-PGA production, a fed-batch culture was proposed by feeding of glucose. By this method, supplied L-glutamate (40 g L(-1)) was completely depleted, and gamma-PGA yield was attained 42 g L(-1).
Tween-80, dimethyl sulfoxide (DMSO), and glycerol could be used as novel materials to regulate the central carbon metabolic pathway and improve gamma-PGA biosynthesis by Bacillus subtilis CGMCC 0833. With glycerol in the medium, the activity of 2-oxoglutarate dehydrogenase complex at the key node of 2-oxoglutarate was depressed, more carbon flux distribution was directed to synthesize glutamate, the substrate of gamma-PGA, which led to overproducing of gamma-PGA, reached 31.7 g/l, compared to the original value of 26.7 g/l. When Tween-80 or DMSO was in the medium, the activity of isocitrate dehydrogenase was stimulated, the branch flux from 2-oxoglutarate to glutamate was also enhanced due to the increasing of total flux from iso-citrate to 2-oxoglutarate, then a large amount of glutamate was produced, and formation of gamma-PGA was also improved, which was a different process compared with that of glycerol. Moreover, with the addition of Tween-80 or DMSO, cell membrane permeability was increased, which facilitated the uptake of extracellular substrates and the secretion of gamma-PGA by this strain; therefore, gamma-PGA production was further stimulated, and 34.4 and 32.7 g/l gamma-PGA were obtained, respectively. This work firstly employed additives to improve the biosynthesis of gamma-PGA and would be helpful in understanding the biosynthesis mechanism of gamma-PGA by Bacillus species deeply.
Currently, an inactivated vaccine has been widely used with encouraging results as a prophylactic agent against COVID-19 infection, which is caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and its variants. However, in vitro SARS-CoV-2 vaccine-specific immune features remain elusive, hindering the promotion of a third dose of the vaccine. Here, we present a detailed in vitro immune cellular response and large-scale multi-omics analysis for peripheral blood mononuclear cells (PBMCs) from participants vaccinated with CoronaVac (Sinovac Life Sciences, Beijing, China) and recovered participants from COVID-19. The mean titers of SARS-CoV-2 serum-neutralizing antibodies were significantly increased after the boosting immunization (Day 45) compared to the unimmunized state. We observed that type-1 helper T cells (Th1) tended to dominate after the first dose of vaccine, while humoral immune responses became dominant after the second dose due to the activation of type-2 helper T cell (Th2), memory B cells, and plasmablasts. T follicular helper cells (Tfh) involved in antibody production were activated after the first dose and were maintained for the observed time points. Single-cell RNA sequencing of PBMCs revealed specific changes in cell compositions and gene expression in immunized participants. Multi-omics analysis also demonstrated that CoronaVac-specific serum proteins, plasma metabolites, and plasma lipid changes were skewed to those changes in convalescent patients. Collectively, we provide a comprehensive understanding of CoronaVac-specific in vitro immune features.
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