Project description:Soybeans fermented by Bacillus subtilis BJ3-2 exhibits strong ammonia taste in medium temperature below 37℃ and prominent soy sauce-like aroma moderate temperatures above 45℃. The transcriptome sequencing of Bacillus subtilis BJ3-2 (incubating at 37°C and 45°C) has been completed, screening of differentially expressed genes (DEGs) through data analysis, and analyzing their metabolic pathways, laying a foundation for exploring the regulatory mechanism of soy sauce-like aroma formation.
Project description:Group A Streptococcus (GAS) is one of the world’s most successful pathogens, causing a multitude of common infections such as pharyngitis, cellulitis, and impetigo. It is also responsible for more severe diseases such as rheumatic fever, necrotizing fasciitis, and toxic shock syndrome. Group A Streptococcus produces a powerful peptide toxin known as streptolysin S (SLS). Although recent advances have begun to uncover the structure of SLS, many questions remain as to its route of synthesis, export and function. A fundamental yet unanswered question about SLS is the mechanism employed by GAS to resist the effects of its own toxin. To address this question, we developed a unique microarray-based approach aimed at identifying bacterial genes involved in SLS immunity. We measured changes in gene expression in a non-SLS producing GAS strain (∆SLS) after exposure to active SLS, as well as to an inactive SLS isoform. Initial exposure of a non-SLS producing GAS to the native SLS toxin resulted in significant upregulation of several gene candidates. Proteins encoded by these gene candidates were produced and tested for their ability to neutralize SLS toxin activity in vitro. The protein encoded by the gene Spy_0787 decreased the cytolytic activity of wt SLS by 50%. Bacterial immunity is still a relatively unknown and unexplained phenomena. Insights into how toxin-producing microorganisms achieve resistance against the effects of their own toxin could uncover important therapeutic targets to neutralize virulence factors such as SLS, as well as other related peptide toxins. The microarray technique described here can be leveraged to other microbial systems to understand how microorganisms in general react to antibacterial and cytotoxic compounds for which the mechanism of action is unknown.
2013-09-01 | GSE48775 | GEO
Project description:fermented Chinese horse bean-chili
Project description:Group A Streptococcus (GAS) is one of the world’s most successful pathogens, causing a multitude of common infections such as pharyngitis, cellulitis, and impetigo. It is also responsible for more severe diseases such as rheumatic fever, necrotizing fasciitis, and toxic shock syndrome. Group A Streptococcus produces a powerful peptide toxin known as streptolysin S (SLS). Although recent advances have begun to uncover the structure of SLS, many questions remain as to its route of synthesis, export and function. A fundamental yet unanswered question about SLS is the mechanism employed by GAS to resist the effects of its own toxin. To address this question, we developed a unique microarray-based approach aimed at identifying bacterial genes involved in SLS immunity. We measured changes in gene expression in a non-SLS producing GAS strain (∆SLS) after exposure to active SLS, as well as to an inactive SLS isoform. Initial exposure of a non-SLS producing GAS to the native SLS toxin resulted in significant upregulation of several gene candidates. Proteins encoded by these gene candidates were produced and tested for their ability to neutralize SLS toxin activity in vitro. The protein encoded by the gene Spy_0787 decreased the cytolytic activity of wt SLS by 50%. Bacterial immunity is still a relatively unknown and unexplained phenomena. Insights into how toxin-producing microorganisms achieve resistance against the effects of their own toxin could uncover important therapeutic targets to neutralize virulence factors such as SLS, as well as other related peptide toxins. The microarray technique described here can be leveraged to other microbial systems to understand how microorganisms in general react to antibacterial and cytotoxic compounds for which the mechanism of action is unknown. Supernatants containing wt and S39A forms of SLS secreted by GAS strains were collected from 50 ml of overnight cultures of each strain at 37 degrees C in Todd Hewett broth supplemented with 10 mg/ml of bovine serum albumin fraction V (Sigma chemicals) in order to stabilize the toxin. The supernatant was then isolated and subjected to filter sterilization. For SLS exposure conditions, bacterial pellets containing GAS ∆SagA mutants were incubated with 1. supernatants containing wtSLS; 2. supernatants containing SLS S39A isoform; or 3. sterile TH media with 10mg/ml of BSA. The bacteria pellets were quickly resuspended after which the bacterial pellets were recollected for RNA isolation. A total of three exposure timepoints were used: 0h (immediately after exposure to SLS-containing supernatants), 3h post-exposure, and 6h post-exposure. The pellets were frozen at -80C until used for RNA extraction. Total RNA extraction and purification from the bacterial pellets were performed using the RNeasy isolation kit per manufacturer's instructions (Qiagen). RNA samples were processed following standard Roche NimbleGen gene expression analysis protocols. Double-stranded cDNA was synthesized from 10 μg of total RNA using random hexamer primers with the SuperScript cDNA synthesis kit (Invitrogen). One μg of cDNA was labeled with Cy3-random nonamers (Roche NimbleGen) for microarray hybridization.
Project description:Populations of engineered metabolite-producing microorganisms are prone to evolutionary production declines during industrial-scale cultivations. In this study, we develop a synthetic product addiction system in E coli that addicts mevalonic acid production cells to mevalonic acid. Through experimentally simuluated long-term fermentation, we investigate how product-addicted organisms remain stable and avoid formation of genetic subpopulations of fit, non-producing cells.
Project description:The purpose of this study is to analyze the key enzyme systems of Fermented Food Microorganisms, and trace its beneficial functional microorganisms through key enzymes. The test sample was a traditonal fermented food. To improve the accuracy and credibility of protein Information, 12 test parallels were randomly selected for the following analysis.
Project description:Immune checkpoint inhibitors (ICI) targeting CTLA-4 and PD-1 have shown remarkable antitumor efficacy but can also cause immune-related adverse events, including checkpoint inhibitor-induced liver injury (ChILI). This multi-omic study aimed to investigate changes in blood samples from treated cancer patients who developed ChILI. PBMCs were analyzed by transcriptomic and T cell receptor sequencing (bulk and single cell), and extracellular vesicle (EV) enrichment from plasma was analyzed by mass spectroscopy proteomics. Data were analyzed by comparing the ChILI patient group to the control group who did not develop ChILI and by comparing the onset of ChILI to pre-ICI treatment baseline. We identified significant changes in T cell clonality, gene expression, and protein levels in peripheral blood mononuclear cells (PBMCs) or plasma at the time of liver injury. Onset of ChILI was accompanied by an increase in T-cell clonality. Pathway analysis highlighted the involvement of innate and cellular immune responses, mitosis, pyroptosis, and oxidative stress. Single-cell RNA sequencing revealed that these changes were primarily found in select T cell subtypes (including CD8+ effector memory cells), while CD16+ monocytes exhibited enrichment in metabolic pathways. Proteomic analysis of plasma extracellular vesicles showed enrichment in liver-associated proteins among differentially expressed proteins. Interestingly, an increase in PBMC PD-L1 gene expression and plasma PD-L1 protein was also found to be associated with onset of ChILI.
Project description:Immune checkpoint inhibitors (ICI) targeting CTLA-4 and PD-1 have shown remarkable antitumor efficacy but can also cause immune-related adverse events, including checkpoint inhibitor-induced liver injury (ChILI). This multi-omic study aimed to investigate changes in blood samples from treated cancer patients who developed ChILI. PBMCs were analyzed by transcriptomic and T cell receptor sequencing (bulk and single cell), and extracellular vesicle (EV) enrichment from plasma was analyzed by mass spectroscopy proteomics. Data were analyzed by comparing the ChILI patient group to the control group who did not develop ChILI and by comparing the onset of ChILI to pre-ICI treatment baseline. We identified significant changes in T cell clonality, gene expression, and protein levels in peripheral blood mononuclear cells (PBMCs) or plasma at the time of liver injury. Onset of ChILI was accompanied by an increase in T-cell clonality. Pathway analysis highlighted the involvement of innate and cellular immune responses, mitosis, pyroptosis, and oxidative stress. Single-cell RNA sequencing revealed that these changes were primarily found in select T cell subtypes (including CD8+ effector memory cells), while CD16+ monocytes exhibited enrichment in metabolic pathways. Proteomic analysis of plasma extracellular vesicles showed enrichment in liver-associated proteins among differentially expressed proteins. Interestingly, an increase in PBMC PD-L1 gene expression and plasma PD-L1 protein was also found to be associated with onset of ChILI.