1
|
Chen J, Wu H, Chen J, Zheng J, Liu W, Yu M. Novel spectroscopy method to reveal optimal culture conditions in Escherichia coli fermenter. Lett Appl Microbiol 2024; 77:ovae123. [PMID: 39660531 DOI: 10.1093/lambio/ovae123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2024] [Revised: 11/05/2024] [Accepted: 11/29/2024] [Indexed: 12/12/2024]
Abstract
Fermentation engineering is critical for mass-producing chemicals, food additives, and medicines, where optimal culture conditions maximize microbial growth and metabolite production. Although monitoring bacterial growth during fermentation is critical, there is a lack of a non-invasive and sensitive method to directly monitor the bacterial metabolism. In this paper, a novel optical monitoring method is proposed based on tunable diode laser absorption spectroscopy. First, the detecting system consisting of a laser, detection, a homemade board, and an incubator is established and verified to be able to monitor the metabolite production of CO2 in Escherichia coli through a 25-h detection period. Second, the quantitative growth rate analysis method is specified by calculating the threshold time (TT) intervals between consecutive dilution gradients, and the threshold with the least sum of residuals is chosen as the optimal threshold. Finally, alongside varied pH and temperature settings in a simulated fermenter, we elucidated the influence of these factors on E. coli metabolism curves and calculated the growth rates via TT, identifying 38°C as the optimal temperature and 7.0 as the optimal pH. This study presents a novel approach to reveal optimal culture conditions during fermentation holding promises for online real-time monitoring in the future.
Collapse
Affiliation(s)
- Jia Chen
- Wuyi Maternal and Child Health Hospital, Jinhua 321004, China
| | - Huakun Wu
- College of Physics and Electronic Information Engineering, Zhejiang Normal University, Jinhua 321004, China
| | - Jingru Chen
- College of Physics and Electronic Information Engineering, Zhejiang Normal University, Jinhua 321004, China
| | - Jia Zheng
- College of Physics and Electronic Information Engineering, Zhejiang Normal University, Jinhua 321004, China
| | - Wen Liu
- College of Physics and Electronic Information Engineering, Zhejiang Normal University, Jinhua 321004, China
| | - Meifang Yu
- Jinhua Guangfu Cancer Hospital, Jinhua 321004, China
| |
Collapse
|
2
|
Rycroft JA, Giorgio RT, Sargen M, Helaine S. Tracking the progeny of bacterial persisters using a CRISPR-based genomic recorder. Proc Natl Acad Sci U S A 2024; 121:e2405983121. [PMID: 39374386 PMCID: PMC11494289 DOI: 10.1073/pnas.2405983121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Accepted: 08/11/2024] [Indexed: 10/09/2024] Open
Abstract
The rise of antimicrobial failure is a global emergency, and causes beyond typical genetic resistance must be determined. One probable factor is the existence of subpopulations of transiently growth-arrested bacteria, persisters, that endure antibiotic treatment despite genetic susceptibility to the drug. The presence of persisters in infected hosts has been successfully established, notably through the development of fluorescent reporters. It is proposed that infection relapse is caused by persisters resuming growth after cessation of the antibiotic treatment, but to date, there is no direct evidence for this. This is because no tool or reporter currently exists to track the extent to which infection relapse is initiated by regrowth of persisters in the host. Indeed, once they have transitioned out of the persister state, the progeny of persisters are genetically and phenotypically identical to susceptible bacteria in the population, making it virtually impossible to ascertain the source of relapse. We designed pSCRATCH (plasmid for Selective CRISPR Array expansion To Check Heritage), a molecular tool that functions to record the state of antibiotic persistence in the genome of Salmonella persisters. We show that pSCRATCH successfully marks persisters by adding spacers in their CRISPR arrays and the genomic label is stable in persister progeny after exit from persistence. We further show that in a Salmonella infection model the system enables the discrimination of treatment failure originating from persistence versus resistance. Thus, pSCRATCH provides proof of principle for stable marking of persisters and a prototype for applications to more complex infection models and other pathogens.
Collapse
Affiliation(s)
| | | | - Molly Sargen
- Department of Microbiology, Harvard Medical School, Boston, MA02115
| | - Sophie Helaine
- Department of Microbiology, Harvard Medical School, Boston, MA02115
| |
Collapse
|
3
|
Su M, Yin M, Zhou Y, Xiao S, Yi J, Tang R. Freeze-Thaw Microfluidic System Produces "Themis" Nanocomplex for Cleaning Persisters-Infected Macrophages and Enhancing Uninfected Macrophages. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2024; 36:e2311436. [PMID: 38181783 DOI: 10.1002/adma.202311436] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Revised: 01/01/2024] [Indexed: 01/07/2024]
Abstract
Macrophages are the primary effectors against potential pathogen infections. They can be "parasitized" by intracellular bacteria, serving as "accomplices", protecting intracellular bacteria and even switching them to persisters. Here, using a freeze-thaw strategy-based microfluidic chip, a "Themis" nanocomplex (TNC) is created. The TNC consists of Lactobacillus reuteri-derived membrane vesicles, heme, and vancomycin, which cleaned infected macrophages and enhanced uninfected macrophages. In infected macrophages, TNC releases heme that led to the reconstruction of the respiratory chain complexes of intracellular persisters, forcing them to regrow. The revived bacteria produces virulence factors that destroyed host macrophages (accomplices), thereby being externalized and becoming vulnerable to immune responses. In uninfected macrophages, TNC upregulates the TCA cycle and oxidative phosphorylation (OXPHOS), contributing to immunoenhancement. The combined effect of TNC of cleaning the accomplice (infected macrophages) and reinforcing uninfected macrophages provides a promising strategy for intracellular bacterial therapy.
Collapse
Affiliation(s)
- Mingyue Su
- School of stomatology, Lanzhou University, Lanzhou, 730000, China
| | - Mengying Yin
- School of stomatology, Lanzhou University, Lanzhou, 730000, China
| | - Yifu Zhou
- School of stomatology, Lanzhou University, Lanzhou, 730000, China
| | - Shuya Xiao
- School of stomatology, Lanzhou University, Lanzhou, 730000, China
| | - Jundan Yi
- School of stomatology, Lanzhou University, Lanzhou, 730000, China
| | - Rongbing Tang
- School of stomatology, Lanzhou University, Lanzhou, 730000, China
| |
Collapse
|
4
|
Hajjo H, Bhardwaj N, Gefen T, Geva-Zatorsky N. Combinatorial fluorescent labeling of live anaerobic bacteria via the incorporation of azide-modified sugars into newly synthesized macromolecules. Nat Protoc 2023; 18:3767-3786. [PMID: 37821626 DOI: 10.1038/s41596-023-00896-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Accepted: 07/25/2023] [Indexed: 10/13/2023]
Abstract
The human gut microbiome modulates physiological functions and pathologies; however, a mechanistic understanding of microbe-host and microbe-microbe interactions remains elusive owing to a lack of suitable approaches to monitor obligate anaerobic bacterial populations. Common genetically encoded fluorescent protein reporters, derived from the green fluorescent protein, require an oxidation step for fluorescent light emission and therefore are not suitable for use in anaerobic microbes residing in the intestine. Fluorescence in situ hybridization is a useful alternative to visualize bacterial communities in their natural niche; however, it requires tissue fixation. We therefore developed an approach for the real-time detection and monitoring of live communities of anaerobic gut commensals in their natural environment. We leverage the bacterial cells' reliance on sugars for macromolecule synthesis in combinatorial click chemistry labeling, where the addition of azide-modified sugars to the culturing media enables the fluorescence labeling of newly synthesized molecules via the addition of combinations of exogenous fluorophores conjugated to cyclooctynes. This process is suitable for labeling communities of live anaerobic gut bacteria with combinations of fluorophores that do not require oxygen to mature and fluoresce, and that can be detected over time in their natural environments. The labeling procedure requires 4-9 d, depending on the varying growth rates of different bacterial strains, and an additional 1-2 d for the detection and monitoring steps. The protocol can be completed by users with basic expertise in bacterial culturing.
Collapse
Affiliation(s)
- Haitham Hajjo
- Department of Cell Biology and Cancer Science, Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Rappaport Technion Integrated Cancer Center, Haifa, Israel
- Department of Immunology, Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel
- Department of Neuroscience, Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel
| | - Neerupma Bhardwaj
- Department of Cell Biology and Cancer Science, Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Rappaport Technion Integrated Cancer Center, Haifa, Israel
| | - Tal Gefen
- Department of Cell Biology and Cancer Science, Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Rappaport Technion Integrated Cancer Center, Haifa, Israel
| | - Naama Geva-Zatorsky
- Department of Cell Biology and Cancer Science, Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Rappaport Technion Integrated Cancer Center, Haifa, Israel.
- CIFAR, MaRS Centre, Toronto, Ontario, Canada.
| |
Collapse
|
5
|
Pan X, Liu W, Du Q, Zhang H, Han D. Recent Advances in Bacterial Persistence Mechanisms. Int J Mol Sci 2023; 24:14311. [PMID: 37762613 PMCID: PMC10531727 DOI: 10.3390/ijms241814311] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Revised: 09/13/2023] [Accepted: 09/15/2023] [Indexed: 09/29/2023] Open
Abstract
The recurrence of bacterial infectious diseases is closely associated with bacterial persisters. This subpopulation of bacteria can escape antibiotic treatment by entering a metabolic status of low activity through various mechanisms, for example, biofilm, toxin-antitoxin modules, the stringent response, and the SOS response. Correspondingly, multiple new treatments are being developed. However, due to their spontaneous low abundance in populations and the lack of research on in vivo interactions between persisters and the host's immune system, microfluidics, high-throughput sequencing, and microscopy techniques are combined innovatively to explore the mechanisms of persister formation and maintenance at the single-cell level. Here, we outline the main mechanisms of persister formation, and describe the cutting-edge technology for further research. Despite the significant progress regarding study techniques, some challenges remain to be tackled.
Collapse
Affiliation(s)
- Xiaozhou Pan
- Department of Clinical Laboratory, Shanghai Children’s Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200062, China
- Institute of Pediatric Infection, Immunity, and Critical Care Medicine, School of Medicine, Shanghai Jiao Tong University, Shanghai 200062, China
| | - Wenxin Liu
- Department of Clinical Laboratory, Shanghai Children’s Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200062, China
- Institute of Pediatric Infection, Immunity, and Critical Care Medicine, School of Medicine, Shanghai Jiao Tong University, Shanghai 200062, China
| | - Qingqing Du
- Department of Clinical Laboratory, Shanghai Children’s Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200062, China
- Institute of Pediatric Infection, Immunity, and Critical Care Medicine, School of Medicine, Shanghai Jiao Tong University, Shanghai 200062, China
| | - Hong Zhang
- Department of Clinical Laboratory, Shanghai Children’s Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200062, China
- Institute of Pediatric Infection, Immunity, and Critical Care Medicine, School of Medicine, Shanghai Jiao Tong University, Shanghai 200062, China
| | - Dingding Han
- Department of Clinical Laboratory, Shanghai Children’s Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200062, China
- Institute of Pediatric Infection, Immunity, and Critical Care Medicine, School of Medicine, Shanghai Jiao Tong University, Shanghai 200062, China
| |
Collapse
|