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1.
Nat Commun ; 14(1): 7454, 2023 Nov 17.
Article in English | MEDLINE | ID: mdl-37978173

ABSTRACT

Phenotypic variation is the phenomenon in which clonal cells display different traits even under identical environmental conditions. This plasticity is thought to be important for processes including bacterial virulence, but direct evidence for its relevance is often lacking. For instance, variation in capsule production in the human pathogen Streptococcus pneumoniae has been linked to different clinical outcomes, but the exact relationship between variation and pathogenesis is not well understood due to complex natural regulation. In this study, we use synthetic oscillatory gene regulatory networks (GRNs) based on CRISPR interference (CRISPRi) together with live cell imaging and cell tracking within microfluidics devices to mimic and test the biological function of bacterial phenotypic variation. We provide a universally applicable approach for engineering intricate GRNs using only two components: dCas9 and extended sgRNAs (ext-sgRNAs). Our findings demonstrate that variation in capsule production is beneficial for pneumococcal fitness in traits associated with pathogenesis providing conclusive evidence for this longstanding question.


Subject(s)
RNA, Guide, CRISPR-Cas Systems , Streptococcus pneumoniae , Humans , Streptococcus pneumoniae/genetics , Phenotype , Biological Variation, Population
2.
bioRxiv ; 2023 Jun 03.
Article in English | MEDLINE | ID: mdl-37398107

ABSTRACT

Phenotypic variation is the phenomenon in which clonal cells display different traits even under identical environmental conditions. This plasticity is thought to be important for processes including bacterial virulence1-8, but direct evidence for its relevance is often lacking. For instance, variation in capsule production in the human pathogen Streptococcus pneumoniae has been linked to different clinical outcomes9-14, but the exact relationship between variation and pathogenesis is not well understood due to complex natural regulation15-20. In this study, we used synthetic oscillatory gene regulatory networks (GRNs) based on CRISPR interference together with live cell microscopy and cell tracking within microfluidics devices to mimic and test the biological function of bacterial phenotypic variation. We provide a universally applicable approach for engineering intricate GRNs using only two components: dCas9 and extended sgRNAs (ext-sgRNAs). Our findings demonstrate that variation in capsule production is beneficial for pneumococcal fitness in traits associated with pathogenesis providing conclusive evidence for this longstanding question.

3.
Curr Biol ; 33(11): 2213-2222.e4, 2023 06 05.
Article in English | MEDLINE | ID: mdl-37207648

ABSTRACT

Despite a remarkable diversity of lifestyles, bacterial replication has only been investigated in a few model species. In bacteria that do not rely on canonical binary division for proliferation, the coordination of major cellular processes is still largely mysterious. Moreover, the dynamics of bacterial growth and division remain unexplored within spatially confined niches where nutrients are limited. This includes the life cycle of the model endobiotic predatory bacterium Bdellovibrio bacteriovorus, which grows by filamentation within its prey and produces a variable number of daughter cells. Here, we examined the impact of the micro-compartment in which predators replicate (i.e., the prey bacterium) on their cell-cycle progression at the single-cell level. Using Escherichia coli with genetically encoded size differences, we show that the duration of the predator cell cycle scales with prey size. Consequently, prey size determines predator offspring numbers. We found that individual predators elongate exponentially, with a growth rate determined by the nutritional quality of the prey, irrespective of prey size. However, the size of newborn predator cells is remarkably stable across prey nutritional content and size variations. Tuning the predatory cell cycle by modulating prey dimensions also allowed us to reveal invariable temporal connections between key cellular processes. Altogether, our data imply adaptability and robustness shaping the enclosed cell-cycle progression of B. bacteriovorus, which might contribute to optimal exploitation of the finite resources and space in their prey. This study extends the characterization of cell cycle control strategies and growth patterns beyond canonical models and lifestyles.


Subject(s)
Bdellovibrio bacteriovorus , Humans , Infant, Newborn , Cell Cycle , Cell Division , Escherichia coli
4.
Nat Microbiol ; 6(9): 1175-1187, 2021 09.
Article in English | MEDLINE | ID: mdl-34373624

ABSTRACT

Most bacteria replicate and segregate their DNA concomitantly while growing, before cell division takes place. How bacteria synchronize these different cell cycle events to ensure faithful chromosome inheritance by daughter cells is poorly understood. Here, we identify Cell Cycle Regulator protein interacting with FtsZ (CcrZ) as a conserved and essential protein in pneumococci and related Firmicutes such as Bacillus subtilis and Staphylococcus aureus. CcrZ couples cell division with DNA replication by controlling the activity of the master initiator of DNA replication, DnaA. The absence of CcrZ causes mis-timed and reduced initiation of DNA replication, which subsequently results in aberrant cell division. We show that CcrZ from Streptococcus pneumoniae interacts directly with the cytoskeleton protein FtsZ, which places CcrZ in the middle of the newborn cell where the DnaA-bound origin is positioned. This work uncovers a mechanism for control of the bacterial cell cycle in which CcrZ controls DnaA activity to ensure that the chromosome is replicated at the right time during the cell cycle.


Subject(s)
Bacterial Proteins/metabolism , Cell Cycle , Cytoskeletal Proteins/metabolism , DNA Replication , Streptococcus pneumoniae/cytology , Streptococcus pneumoniae/metabolism , Bacillus subtilis/cytology , Bacillus subtilis/genetics , Bacillus subtilis/metabolism , Bacterial Proteins/genetics , Cytoskeletal Proteins/genetics , DNA-Binding Proteins/genetics , DNA-Binding Proteins/metabolism , Protein Binding , Streptococcus pneumoniae/genetics
5.
Curr Biol ; 31(17): 3707-3720.e5, 2021 09 13.
Article in English | MEDLINE | ID: mdl-34256020

ABSTRACT

In bacteria, the dynamics of chromosome replication and segregation are tightly coordinated with cell-cycle progression and largely rely on specific spatiotemporal arrangement of the chromosome. Whereas these key processes are mostly investigated in species that divide by binary fission, they remain mysterious in bacteria producing larger number of descendants. Here, we establish the predatory bacterium Bdellovibrio bacteriovorus as a model to investigate the non-binary processing of a circular chromosome. We found that its single chromosome is highly compacted in a polarized nucleoid that excludes freely diffusing proteins during the non-proliferative stage of the cell cycle. A binary-like cycle of DNA replication and asymmetric segregation is followed by multiple asynchronous rounds of replication and progressive ParABS-dependent partitioning, uncoupled from cell division. Finally, we provide the first evidence for an on-off behavior of the ParB protein, which localizes at the centromere in a cell-cycle-regulated manner. Altogether, our findings support a model of complex chromosome choreography leading to the generation of variable, odd, or even numbers of offspring and highlight the adaptation of conserved mechanisms to achieve non-binary reproduction.


Subject(s)
Chromosome Segregation , Chromosomes, Bacterial , Bacteria/genetics , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Cell Cycle , Cell Division , Chromosomes, Bacterial/genetics , Chromosomes, Bacterial/metabolism , DNA Replication
6.
Elife ; 92020 09 23.
Article in English | MEDLINE | ID: mdl-32965219

ABSTRACT

The spread of antimicrobial resistance and vaccine escape in the human pathogen Streptococcus pneumoniae can be largely attributed to competence-induced transformation. Here, we studied this process at the single-cell level. We show that within isogenic populations, all cells become naturally competent and bind exogenous DNA. We find that transformation is highly efficient and that the chromosomal location of the integration site or whether the transformed gene is encoded on the leading or lagging strand has limited influence on recombination efficiency. Indeed, we have observed multiple recombination events in single recipients in real-time. However, because of saturation and because a single-stranded donor DNA replaces the original allele, transformation efficiency has an upper threshold of approximately 50% of the population. The fixed mechanism of transformation results in a fail-safe strategy for the population as half of the population generally keeps an intact copy of the original genome.


Subject(s)
Homologous Recombination , Streptococcus pneumoniae/genetics , Drug Resistance, Bacterial/genetics , Single-Cell Analysis
7.
Mol Microbiol ; 113(1): 297-308, 2020 01.
Article in English | MEDLINE | ID: mdl-31693257

ABSTRACT

High-throughput analyses of single-cell microscopy data are a critical tool within the field of bacterial cell biology. Several programs have been developed to specifically segment bacterial cells from phase-contrast images. Together with spot and object detection algorithms, these programs offer powerful approaches to quantify observations from microscopy data, ranging from cell-to-cell genealogy to localization and movement of proteins. Most segmentation programs contain specific post-processing and plotting options, but these options vary between programs and possibilities to optimize or alter the outputs are often limited. Therefore, we developed BactMAP (Bacterial toolbox for Microscopy Analysis & Plotting), a command-line based R package that allows researchers to transform cell segmentation and spot detection data generated by different programs into various plots. Furthermore, BactMAP makes it possible to perform custom analyses and change the layout of the output. Because BactMAP works independently of segmentation and detection programs, inputs from different sources can be compared within the same analysis pipeline. BactMAP complies with standard practice in R which enables the use of advanced statistical analysis tools, and its graphic output is compatible with ggplot2, enabling adjustable plot graphics in every operating system. User feedback will be used to create a fully automated Graphical User Interface version of BactMAP in the future. Using BactMAP, we visualize key cell cycle parameters in Bacillus subtilis and Staphylococcus aureus, and demonstrate that the DNA replication forks in Streptococcus pneumoniae dissociate and associate before splitting of the cell, after the Z-ring is formed at the new quarter positions. BactMAP is available from https://veeninglab.com/bactmap.


Subject(s)
Bacteria/ultrastructure , Image Processing, Computer-Assisted/methods , Microscopy , Software , Algorithms , Computational Biology
8.
Proc Natl Acad Sci U S A ; 114(29): E5959-E5968, 2017 07 18.
Article in English | MEDLINE | ID: mdl-28674002

ABSTRACT

Accurate spatial and temporal positioning of the tubulin-like protein FtsZ is key for proper bacterial cell division. Streptococcus pneumoniae (pneumococcus) is an oval-shaped, symmetrically dividing opportunistic human pathogen lacking the canonical systems for division site control (nucleoid occlusion and the Min-system). Recently, the early division protein MapZ was identified and implicated in pneumococcal division site selection. We show that MapZ is important for proper division plane selection; thus, the question remains as to what drives pneumococcal division site selection. By mapping the cell cycle in detail, we show that directly after replication both chromosomal origin regions localize to the future cell division sites, before FtsZ. Interestingly, Z-ring formation occurs coincidently with initiation of DNA replication. Perturbing the longitudinal chromosomal organization by mutating the condensin SMC, by CRISPR/Cas9-mediated chromosome cutting, or by poisoning DNA decatenation resulted in mistiming of MapZ and FtsZ positioning and subsequent cell elongation. Together, we demonstrate an intimate relationship between DNA replication, chromosome segregation, and division site selection in the pneumococcus, providing a simple way to ensure equally sized daughter cells.


Subject(s)
Bacterial Proteins/metabolism , Chromosome Segregation , Streptococcus pneumoniae/cytology , Streptococcus pneumoniae/genetics , Bacterial Proteins/genetics , CRISPR-Cas Systems , Cell Division , Cytoskeletal Proteins/genetics , Cytoskeletal Proteins/metabolism , DNA Polymerase III/genetics , DNA Polymerase III/metabolism , DNA Replication , Green Fluorescent Proteins/genetics , Green Fluorescent Proteins/metabolism , Origin Recognition Complex
9.
Appl Environ Microbiol ; 81(20): 7244-52, 2015 Oct.
Article in English | MEDLINE | ID: mdl-26253684

ABSTRACT

During the last decades, a wide range of fluorescent proteins (FPs) have been developed and improved. This has had a great impact on the possibilities in biological imaging and the investigation of cellular processes at the single-cell level. Recently, we have benchmarked a set of green fluorescent proteins (GFPs) and generated a codon-optimized superfolder GFP for efficient use in the important human pathogen Streptococcus pneumoniae and other low-GC Gram-positive bacteria. In the present work, we constructed and compared four red fluorescent proteins (RFPs) in S. pneumoniae. Two orange-red variants, mOrange2 and TagRFP, and two far-red FPs, mKate2 and mCherry, were codon optimized and examined by fluorescence microscopy and plate reader assays. Notably, protein fusions of the RFPs to FtsZ were constructed by direct transformation of linear Gibson assembly (isothermal assembly) products, a method that speeds up the strain construction process significantly. Our data show that mCherry is the fastest-maturing RFP in S. pneumoniae and is best suited for studying gene expression, while mKate2 and TagRFP are more stable and are the preferred choices for protein localization studies. The RFPs described here will be useful for cell biology studies that require multicolor labeling in S. pneumoniae and related organisms.


Subject(s)
Luminescent Proteins/metabolism , Streptococcus pneumoniae/metabolism , Green Fluorescent Proteins/genetics , Green Fluorescent Proteins/metabolism , Luminescent Proteins/genetics , Microscopy, Fluorescence , Molecular Sequence Data , Streptococcus pneumoniae/genetics , Red Fluorescent Protein
10.
ACS Synth Biol ; 3(12): 999-1002, 2014 Dec 19.
Article in English | MEDLINE | ID: mdl-25524109

ABSTRACT

Here, we developed a cell-based biosensor that can assess meat freshness using the Gram-positive model bacterium Bacillus subtilis as a chassis. Using transcriptome analysis, we identified promoters that are specifically activated by volatiles released from spoiled meat. The most strongly activated promoter was PsboA, which drives expression of the genes required for the bacteriocin subtilosin. Next, we created a novel BioBrick compatible integration plasmid for B. subtilis and cloned PsboA as a BioBrick in front of the gene encoding the chromoprotein amilGFP inside this vector. We show that the newly identified promoter could efficiently drive fluorescent protein production in B. subtilis in response to spoiled meat and thus can be used as a biosensor to detect meat spoilage.


Subject(s)
Bacillus subtilis/genetics , Bacillus subtilis/metabolism , Biosensing Techniques/methods , Genetic Engineering/methods , Meat/analysis , Bacillus subtilis/chemistry , Bacteriocins/genetics , Bacteriocins/metabolism , Fluorescent Dyes , Gene Expression Profiling , Peptides, Cyclic/genetics , Peptides, Cyclic/metabolism , Plasmids , Synthetic Biology , Volatile Organic Compounds
11.
Nat Rev Microbiol ; 10(3): 191-202, 2012 Jan 23.
Article in English | MEDLINE | ID: mdl-22266781

ABSTRACT

As the field of synthetic biology is developing, the prospects for de novo design of biosynthetic pathways are becoming more and more realistic. Hence, there is an increasing need for computational tools that can support these efforts. A range of algorithms has been developed that can be used to identify all possible metabolic pathways and their corresponding enzymatic parts. These can then be ranked according to various properties and modelled in an organism-specific context. Finally, design software can aid the biologist in the integration of a selected pathway into smartly regulated transcriptional units. Here, we review key existing tools and offer suggestions for how informatics can help to shape the future of synthetic microbiology.


Subject(s)
Metabolic Networks and Pathways , Microbiological Techniques , Software , Synthetic Biology/methods , Algorithms , Computational Biology/methods
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