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1.
Nature ; 627(8004): 553-558, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38480895

RESUMO

Ranging from subcellular organelle biogenesis to embryo development, the formation of self-organized structures is a hallmark of living systems. Whereas the emergence of ordered spatial patterns in biology is often driven by intricate chemical signalling that coordinates cellular behaviour and differentiation1-4, purely physical interactions can drive the formation of regular biological patterns such as crystalline vortex arrays in suspensions of spermatozoa5 and bacteria6. Here we discovered a new route to self-organized pattern formation driven by physical interactions, which creates large-scale regular spatial structures with multiscale ordering. Specifically we found that dense bacterial living matter spontaneously developed a lattice of mesoscale, fast-spinning vortices; these vortices each consisted of around 104-105 motile bacterial cells and were arranged in space at greater than centimetre scale and with apparent hexagonal order, whereas individual cells in the vortices moved in coordinated directions with strong polar and vortical order. Single-cell tracking and numerical simulations suggest that the phenomenon is enabled by self-enhanced mobility in the system-that is, the speed of individual cells increasing with cell-generated collective stresses at a given cell density. Stress-induced mobility enhancement and fluidization is prevalent in dense living matter at various scales of length7-9. Our findings demonstrate that self-enhanced mobility offers a simple physical mechanism for pattern formation in living systems and, more generally, in other active matter systems10 near the boundary of fluid- and solid-like behaviours11-17.


Assuntos
Bactérias , Movimento , Bactérias/citologia , Rastreamento de Células , Modelos Biológicos , Suspensões
2.
Cell ; 187(2): 228-234, 2024 01 18.
Artigo em Inglês | MEDLINE | ID: mdl-38242080

RESUMO

This personal story recounts the accidental observation, the struggles, the breakthroughs, and the collaborative spirit of a few individuals that led to the discovery that bacterial cells expend energy to effectively fluidize their otherwise "glass-like" cytoplasm and promote the dispersal of large cytoplasmic components. This adventure, which led us into an uncharted world at the intersection of cell biology and condensed matter physics about ten years ago, forever transformed the way I view cells and conduct research.


Assuntos
Bactérias , Citoplasma , Humanos , Citosol , Bactérias/citologia
3.
Nucleic Acids Res ; 51(19): 10162-10175, 2023 10 27.
Artigo em Inglês | MEDLINE | ID: mdl-37739408

RESUMO

Determining the repertoire of a microbe's molecular functions is a central question in microbial biology. Modern techniques achieve this goal by comparing microbial genetic material against reference databases of functionally annotated genes/proteins or known taxonomic markers such as 16S rRNA. Here, we describe a novel approach to exploring bacterial functional repertoires without reference databases. Our Fusion scheme establishes functional relationships between bacteria and assigns organisms to Fusion-taxa that differ from otherwise defined taxonomic clades. Three key findings of our work stand out. First, bacterial functional comparisons outperform marker genes in assigning taxonomic clades. Fusion profiles are also better for this task than other functional annotation schemes. Second, Fusion-taxa are robust to addition of novel organisms and are, arguably, able to capture the environment-driven bacterial diversity. Finally, our alignment-free nucleic acid-based Siamese Neural Network model, created using Fusion functions, enables finding shared functionality of very distant, possibly structurally different, microbial homologs. Our work can thus help annotate functional repertoires of bacterial organisms and further guide our understanding of microbial communities.


Assuntos
Bactérias , Bactérias/citologia , Bactérias/genética , Bases de Dados Factuais , Microbiota , Filogenia , RNA Ribossômico 16S/genética , Fenômenos Fisiológicos Bacterianos
4.
J Biol Chem ; 299(10): 105194, 2023 10.
Artigo em Inglês | MEDLINE | ID: mdl-37633332

RESUMO

Complex glycans serve essential functions in all living systems. Many of these intricate and byzantine biomolecules are assembled employing biosynthetic pathways wherein the constituent enzymes are membrane-associated. A signature feature of the stepwise assembly processes is the essentiality of unusual linear long-chain polyprenol phosphate-linked substrates of specific isoprene unit geometry, such as undecaprenol phosphate (UndP) in bacteria. How these enzymes and substrates interact within a lipid bilayer needs further investigation. Here, we focus on a small enzyme, PglC from Campylobacter, structurally characterized for the first time in 2018 as a detergent-solubilized construct. PglC is a monotopic phosphoglycosyl transferase that embodies the functional core structure of the entire enzyme superfamily and catalyzes the first membrane-committed step in a glycoprotein assembly pathway. The size of the enzyme is significant as it enables high-level computation and relatively facile, for a membrane protein, experimental analysis. Our ensemble computational and experimental results provided a high-level view of the membrane-embedded PglC/UndP complex. The findings suggested that it is advantageous for the polyprenol phosphate to adopt a conformation in the same leaflet where the monotopic membrane protein resides as opposed to additionally disrupting the opposing leaflet of the bilayer. Further, the analysis showed that electrostatic steering acts as a major driving force contributing to the recognition and binding of both UndP and the soluble nucleotide sugar substrate. Iterative computational and experimental mutagenesis support a specific interaction of UndP with phosphoglycosyl transferase cationic residues and suggest a role for critical conformational transitions in substrate binding and specificity.


Assuntos
Membrana Celular , Poliprenois , Transferases , Ligantes , Proteínas de Membrana , Fosfatos , Poliprenois/metabolismo , Transferases/química , Fosfatos de Poli-Isoprenil/química , Membrana Celular/química , Bactérias/química , Bactérias/citologia
5.
Nature ; 619(7970): 500-505, 2023 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-37286609

RESUMO

Hygroscopic biological matter in plants, fungi and bacteria make up a large fraction of Earth's biomass1. Although metabolically inert, these water-responsive materials exchange water with the environment and actuate movement2-5 and have inspired technological uses6,7. Despite the variety in chemical composition, hygroscopic biological materials across multiple kingdoms of life exhibit similar mechanical behaviours including changes in size and stiffness with relative humidity8-13. Here we report atomic force microscopy measurements on the hygroscopic spores14,15 of a common soil bacterium and develop a theory that captures the observed equilibrium, non-equilibrium and water-responsive mechanical behaviours, finding that these are controlled by the hydration force16-18. Our theory based on the hydration force explains an extreme slowdown of water transport and successfully predicts a strong nonlinear elasticity and a transition in mechanical properties that differs from glassy and poroelastic behaviours. These results indicate that water not only endows biological matter with fluidity but also can-through the hydration force-control macroscopic properties and give rise to a 'hydration solid' with unusual properties. A large fraction of biological matter could belong to this distinct class of solid matter.


Assuntos
Esporos Bacterianos , Água , Molhabilidade , Transporte Biológico , Fungos/química , Fungos/metabolismo , Microscopia de Força Atômica , Água/metabolismo , Plantas/química , Plantas/metabolismo , Bactérias/química , Bactérias/citologia , Bactérias/metabolismo , Esporos Bacterianos/química , Esporos Bacterianos/metabolismo , Umidade , Elasticidade
6.
J Phys Chem B ; 127(18): 4145-4153, 2023 05 11.
Artigo em Inglês | MEDLINE | ID: mdl-37130439

RESUMO

There is growing evidence showing that many critical biological processes are driven by biomolecule condensates through liquid-liquid phase separation (LLPS). Although the qualitative observation and description of LLPS have been well documented, quantitative simulations of the time-dependent progression of LLPS in live cells are generally lacking. In this work, we build a stochastic Monte Carlo model to simulate the dynamic LLPS process during the formation of bacterial aggresomes. We demonstrate that the size distribution of the protein condensates evolves from an exponential-like to a bimodal-like pattern, and the number of condensates increases at the beginning and then decreases after reaching a maximum. Incorporating diffusion and collision, our simplified model recapitulates the two-step LLPS process in which many smaller condensates are formed in the first step and then merged into a few larger ones. We further reveal that the condensation speed, which can be defined by the condensates formed in unit time during the first step, is mainly determined by both the collision energy barrier and the initial protein density, while the number of condensates at the equilibrium is mainly associated with the dissociation energy barrier. Moreover, the LLPS process is not sensitive to temperature changes ranging around physiological conditions. Additionally, we consider the effect of the nucleation energy barrier on LLPS. We find that a higher nucleation energy barrier brings a slower condensation speed. Overall, we simulate the spatiotemporal dynamics of the LLPS process and provide qualitative guidance for understanding the dynamics of LLPS in bacterial cells, which can faithfully recapitulate experimental observations and facilitate the design of future experimental tests.


Assuntos
Bactérias , Proteínas , Bactérias/citologia
8.
Environ Microbiol ; 25(7): 1232-1237, 2023 07.
Artigo em Inglês | MEDLINE | ID: mdl-36856667

RESUMO

Nearly 100 years ago, Winogradsky published a classic communication in which he described two groups of microbes, zymogenic and autochthonous. When organic matter penetrates the soil, zymogenic microbes quickly multiply and degrade it, then giving way to the slow combustion of autochthonous microbes. Although the text was originally written in French, it is often cited by English-speaking authors. We undertook a complete translation of the 1924 publication, which we provide as Supporting information. Here, we introduce the translation and describe how the zymogenic/autochthonous dichotomy shaped research questions in the study of microbial diversity and physiology. We also identify in the literature three additional and closely related dichotomies, which we propose to call exclusive copiotrophs/oligotrophs, coexisting copiotrophs/oligotrophs and fast-growing/slow-growing microbes. While Winogradsky focussed on a successional view of microbial populations over time, the current discussion is focussed on the differences in the specific growth rate of microbes as a function of the concentration of a given limiting substrate. In the future, it will be relevant to keep in mind both nutrient-focussed and time-focussed microbial dichotomies and to design experiments with both isolated laboratory cultures and multi-species communities in the spirit of Winogradsky's direct method.


Assuntos
Bactérias , Microbiologia do Solo , Biodiversidade , Bactérias/classificação , Bactérias/citologia , Bactérias/metabolismo , Solo/química , Ecossistema
9.
Soft Matter ; 19(12): 2224-2230, 2023 Mar 22.
Artigo em Inglês | MEDLINE | ID: mdl-36884021

RESUMO

Many bacterial species are helical in shape, including the widespread pathogen H. pylori. Motivated by recent experiments on H. pylori showing that cell wall synthesis is not uniform [J. A. Taylor, et al., eLife, 2020, 9, e52482], we investigate the possible formation of helical cell shape induced by elastic heterogeneity. We show, experimentally and theoretically, that helical morphogenesis can be produced by pressurizing an elastic cylindrical vessel with helical reinforced lines. The properties of the pressurized helix are highly dependent on the initial helical angle of the reinforced region. We find that steep angles result in crooked helices with, surprisingly, a reduced end-to-end distance upon pressurization. This work helps explain the possible mechanisms for the generation of helical cell morphologies and may inspire the design of novel pressure-controlled helical actuators.


Assuntos
Bactérias , Bactérias/citologia , Pressão , Helicobacter pylori
10.
ISME J ; 17(6): 846-854, 2023 06.
Artigo em Inglês | MEDLINE | ID: mdl-36949153

RESUMO

The rise of ß-lactam resistance among pathogenic bacteria, due to the horizontal transfer of plasmid-encoded ß-lactamases, is a current global health crisis. Importantly, ß-lactam hydrolyzation by ß-lactamases, not only protects the producing cells but also sensitive neighboring cells cooperatively. Yet, how such cooperative traits affect plasmid transmission and maintenance is currently poorly understood. Here we experimentally show that KPC-2 ß-lactamase expression and extracellular activity were higher when encoded on plasmids compared with the chromosome, resulting in the elevated rescue of sensitive non-producers. This facilitated efficient plasmid transfer to the rescued non-producers and expanded the potential plasmid recipient pool and the probability of plasmid transfer to new genotypes. Social conversion of non-producers by conjugation was efficient yet not absolute. Non-cooperative plasmids, not encoding KPC-2, were moderately more competitive than cooperative plasmids when ß-lactam antibiotics were absent. However, in the presence of a ß-lactam antibiotic, strains with non-cooperative plasmids were efficiently outcompeted. Moreover, plasmid-free non-producers were more competitive than non-producers imposed with the metabolic burden of a plasmid. Our results suggest that cooperative antibiotic resistance especially promotes the fitness of replicons that transfer horizontally such as conjugative plasmids.


Assuntos
Bactérias , Resistência Microbiana a Medicamentos , Transferência Genética Horizontal , Transferência Genética Horizontal/efeitos dos fármacos , Transferência Genética Horizontal/genética , Resistência Microbiana a Medicamentos/efeitos dos fármacos , Resistência Microbiana a Medicamentos/genética , Plasmídeos/efeitos dos fármacos , Plasmídeos/genética , beta-Lactamases/genética , beta-Lactamases/metabolismo , Genótipo , Conjugação Genética , Cromossomos Bacterianos/genética , beta-Lactamas/farmacologia , Antibacterianos/farmacologia , Bactérias/citologia , Bactérias/efeitos dos fármacos , Bactérias/genética
11.
Syst Appl Microbiol ; 46(3): 126407, 2023 May.
Artigo em Inglês | MEDLINE | ID: mdl-36906934

RESUMO

A search for the organisms responsible for anaerobic betaine degradation in soda lakes resulted in isolation of a novel bacterial strain, designated Z-7014T. The cells were Gram-stain-negative, non-endospore-forming rods. Growth occurred at 8-52 °C (optimum 40-45 °C), pH 7.1-10.1 (optimum pH 8.1-8.8) and 1.0-3.5 M Na+ (optimum 1.8 M), i.e. it can be regarded as a haloalkaliphile. The strain utilized a limited range of substrates, mostly peptonaceous but not amino acids, and was able to degrade betaine. Growth on betaine occurred only in the presence of peptonaceous substances which could not be replaced by vitamins. The G + C content of the genomic DNA of strain Z-7014T was 36.1 mol%. The major cellular fatty acids (>5% of the total) were C16:0 DMA, C18: 0 DMA, C16:1ω8, C16:0, C18:1 DMA, C16:1 DMA, C18:1ω9, and C18:0. Phylogenetic analysis of the 16S rRNA gene sequence revealed that strain Z-7014T formed a distinct evolutionary lineage in the order Halanaerobiales with the highest similarity to Halarsenitibacter silvermanii SLAS-1T (83.6%), Halothermothrix orenii H168T (85.6%), and Halocella cellulosilytica DSM 7362T (85.6%). AAI and POCP values between strain Z-7014T and type strains of the order Halanaerobiales were 51.7-57.8%, and 33.8-58.3%, respectively. Based on polyphasic results including phylogenomic data, the novel strain could be distinguished from other genera, which suggests that strain Z-7014T represents a novel species of a new genus, for which the name Halonatronomonas betaini gen. nov., sp. nov. is proposed. The type strain is Z-7014T (=KCTC 25237T = VKM B-3506T). On the basis of phylogenomic data, it is also proposed to evolve two novel families Halarsenitibacteraceae fam. nov. and Halothermotrichaceae fam. nov. within the current order Halanaerobiales.


Assuntos
Bactérias , Lagos , Lagos/microbiologia , Bactérias/química , Bactérias/citologia , Bactérias/isolamento & purificação , Bactérias/metabolismo , Betaína/metabolismo , Filogenia , Ácidos Graxos/análise
12.
J Biol Chem ; 299(4): 103037, 2023 04.
Artigo em Inglês | MEDLINE | ID: mdl-36806683

RESUMO

The bacterial MinE and MinD division regulatory proteins form a standing wave enabling MinC, which binds MinD, to inhibit FtsZ polymerization everywhere except at the midcell, thereby assuring correct positioning of the cytokinetic septum and even distribution of contents to daughter cells. The MinE dimer undergoes major structural rearrangements between a resting six-stranded state present in the cytoplasm, a membrane-bound state, and a four-stranded active state bound to MinD on the membrane, but it is unclear which MinE motifs interact with the membrane in these different states. Using NMR, we probe the structure and global dynamics of MinE bound to disc-shaped lipid bicelles. In the bicelle-bound state, helix α1 no longer sits on top of the six-stranded ß-sheet, losing any contact with the protein core, but interacts directly with the bicelle surface; the structure of the protein core remains unperturbed and also interacts with the bicelle surface via helix α2. Binding may involve a previously identified excited state of free MinE in which helix α1 is disordered, thereby allowing it to target the membrane surface. Helix α1 and the protein core undergo nanosecond rigid body motions of differing amplitudes in the plane of the bicelle surface. Global dynamics on the sub-millisecond time scale between a ground state and a sparsely populated excited state are also observed and may represent a very early intermediate on the transition path between the resting six-stranded and active four-stranded conformations. In summary, our results provide insights into MinE structural rearrangements important during bacterial cell division.


Assuntos
Bactérias , Proteínas de Bactérias , Proteínas de Ciclo Celular , Lipídeos , Proteínas de Bactérias/metabolismo , Proteínas de Ciclo Celular/metabolismo , Espectroscopia de Ressonância Magnética , Bactérias/citologia , Divisão Celular
13.
Macromol Biosci ; 23(3): e2200459, 2023 03.
Artigo em Inglês | MEDLINE | ID: mdl-36575859

RESUMO

Oxidized bacterial nanocellulose (OBC) is reported to prevent microbial growth, but its antibacterial characteristics and mechanism are still unclear. Here, the antibacterial mechanism of OBC is explored by detecting and assessing the interaction of OBC with different carboxyl content on Staphylococcus aureus and Escherichia coli. The results show that OBC has strong antibacterial activity and antibiofilm activity against S. aureus and E. coli, which is positively correlated with the carboxyl content of OBC. After OBC treatment, the bacteria adhesion is inhibited and the cell membrane is destroyed leading to increased permeability. Further investigation reveals that the concentration of cyclic diguanosine monophosphate (c-di-GMP) that induced biofilm formation is significantly decreased to 1.81 pmol mg-1 after OBC treatment. In addition, OBC inactivates mature biofilms, with inactivation rates up to 79.3%. This study suggests that OBC has excellent antibacterial and antiadhesion properties, which can increase the cell membrane permeability and inhibit c-di-GMP formation. In addition, OBC also has a strong inactivation effect on mature biofilm, which can be used as an effective antibiofilm agent.


Assuntos
Antibacterianos , Bactérias , Nanoestruturas , Antibacterianos/química , Antibacterianos/farmacologia , Bactérias/citologia , Bactérias/efeitos dos fármacos , Bactérias/metabolismo , Aderência Bacteriana/efeitos dos fármacos , Biofilmes/efeitos dos fármacos , Permeabilidade da Membrana Celular/efeitos dos fármacos , Citocinas/biossíntese , Escherichia coli/efeitos dos fármacos , Carne/microbiologia , Testes de Sensibilidade Microbiana , Nanoestruturas/química , Oxirredução , Staphylococcus aureus/efeitos dos fármacos , Animais
14.
Nature ; 608(7922): 429-435, 2022 08.
Artigo em Inglês | MEDLINE | ID: mdl-35922510

RESUMO

Bacteria encode myriad defences that target the genomes of infecting bacteriophage, including restriction-modification and CRISPR-Cas systems1. In response, one family of large bacteriophages uses a nucleus-like compartment to protect its replicating genomes by excluding host defence factors2-4. However, the principal composition and structure of this compartment remain unknown. Here we find that the bacteriophage nuclear shell assembles primarily from one protein, which we name chimallin (ChmA). Combining cryo-electron tomography of nuclear shells in bacteriophage-infected cells and cryo-electron microscopy of a minimal chimallin compartment in vitro, we show that chimallin self-assembles as a flexible sheet into closed micrometre-scale compartments. The architecture and assembly dynamics of the chimallin shell suggest mechanisms for its nucleation and growth, and its role as a scaffold for phage-encoded factors mediating macromolecular transport, cytoskeletal interactions, and viral maturation.


Assuntos
Bactérias , Bacteriófagos , Compartimento Celular , Proteínas Virais , Montagem de Vírus , Bactérias/citologia , Bactérias/imunologia , Bactérias/metabolismo , Bactérias/virologia , Bacteriófagos/química , Bacteriófagos/imunologia , Bacteriófagos/fisiologia , Bacteriófagos/ultraestrutura , Microscopia Crioeletrônica , Proteínas Virais/química , Proteínas Virais/metabolismo , Proteínas Virais/ultraestrutura
15.
Nature ; 608(7922): 390-396, 2022 08.
Artigo em Inglês | MEDLINE | ID: mdl-35922513

RESUMO

Antibiotics that use novel mechanisms are needed to combat antimicrobial resistance1-3. Teixobactin4 represents a new class of antibiotics with a unique chemical scaffold and lack of detectable resistance. Teixobactin targets lipid II, a precursor of peptidoglycan5. Here we unravel the mechanism of teixobactin at the atomic level using a combination of solid-state NMR, microscopy, in vivo assays and molecular dynamics simulations. The unique enduracididine C-terminal headgroup of teixobactin specifically binds to the pyrophosphate-sugar moiety of lipid II, whereas the N terminus coordinates the pyrophosphate of another lipid II molecule. This configuration favours the formation of a ß-sheet of teixobactins bound to the target, creating a supramolecular fibrillar structure. Specific binding to the conserved pyrophosphate-sugar moiety accounts for the lack of resistance to teixobactin4. The supramolecular structure compromises membrane integrity. Atomic force microscopy and molecular dynamics simulations show that the supramolecular structure displaces phospholipids, thinning the membrane. The long hydrophobic tails of lipid II concentrated within the supramolecular structure apparently contribute to membrane disruption. Teixobactin hijacks lipid II to help destroy the membrane. Known membrane-acting antibiotics also damage human cells, producing undesirable side effects. Teixobactin damages only membranes that contain lipid II, which is absent in eukaryotes, elegantly resolving the toxicity problem. The two-pronged action against cell wall synthesis and cytoplasmic membrane produces a highly effective compound targeting the bacterial cell envelope. Structural knowledge of the mechanism of teixobactin will enable the rational design of improved drug candidates.


Assuntos
Antibacterianos , Bactérias , Membrana Celular , Depsipeptídeos , Viabilidade Microbiana , Antibacterianos/química , Antibacterianos/farmacologia , Bactérias/citologia , Bactérias/efeitos dos fármacos , Membrana Celular/efeitos dos fármacos , Parede Celular/efeitos dos fármacos , Parede Celular/metabolismo , Depsipeptídeos/química , Depsipeptídeos/farmacologia , Difosfatos/química , Farmacorresistência Bacteriana/efeitos dos fármacos , Humanos , Lipídeos/química , Testes de Sensibilidade Microbiana , Viabilidade Microbiana/efeitos dos fármacos , Microscopia de Força Atômica , Simulação de Dinâmica Molecular , Ressonância Magnética Nuclear Biomolecular , Estrutura Secundária de Proteína , Pirrolidinas/química , Açúcares/química
17.
Annu Rev Biochem ; 91: 705-729, 2022 06 21.
Artigo em Inglês | MEDLINE | ID: mdl-35320686

RESUMO

Biosynthesis of many important polysaccharides (including peptidoglycan, lipopolysaccharide, and N-linked glycans) necessitates the transport of lipid-linked oligosaccharides (LLO) across membranes from their cytosolic site of synthesis to their sites of utilization. Much of our current understanding of LLO transport comes from genetic, biochemical, and structural studies of the multidrug/oligosaccharidyl-lipid/polysaccharide (MOP) superfamily protein MurJ, which flips the peptidoglycan precursor lipid II. MurJ plays a pivotal role in bacterial cell wall synthesis and is an emerging antibiotic target. Here, we review the mechanism of LLO flipping by MurJ, including the structural basis for lipid II flipping and ion coupling. We then discuss inhibition of MurJ by antibacterials, including humimycins and the phage M lysis protein, as well as how studies on MurJ could provide insight into other flippases, both within and beyond the MOP superfamily.


Assuntos
Bactérias/química , Proteínas de Transferência de Fosfolipídeos/química , Bactérias/classificação , Bactérias/citologia , Bactérias/metabolismo , Lipídeos , Peptidoglicano , Proteínas de Transferência de Fosfolipídeos/genética , Proteínas de Transferência de Fosfolipídeos/metabolismo
18.
Gut Microbes ; 14(1): 2029673, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35130125

RESUMO

As our understanding of the importance of the human microbiota in health and disease grows, so does our need to carefully resolve and delineate its genomic content. 16S rRNA gene-based analyses yield important insights into taxonomic composition, and metagenomics-based approaches reveal the functional potential of microbial communities. However, these methods generally fail to directly link genetic features, including bacterial genes and mobile genetic elements, to each other and to their source bacterial genomes. Further, they are inadequate to capture the microdiversity present within a genus, species, or strain of bacteria within these complex communities. Here, we present a method utilizing fluorescence-activated cell sorting for isolation of single bacterial cells, amplifying their genomes, screening them by 16S rRNA gene analysis, and selecting cells for genomic sequencing. We apply this method to both a cultured laboratory strain of Escherichia coli and human stool samples. Our analyses reveal the capacity of this method to provide nearly complete coverage of bacterial genomes when applied to isolates and partial genomes of bacterial species recovered from complex communities. Additionally, this method permits exploration and comparison of conserved and variable genomic features between individual cells. We generate assemblies of novel genomes within the Ruminococcaceae family and the Holdemanella genus by combining several 16S rRNA gene-matched single cells, and report novel prophages and conjugative transposons for both Bifidobacterium and Ruminococcaceae. Thus, we demonstrate an approach for flow cytometric separation and sequencing of single bacterial cells from the human microbiota, which yields a variety of critical insights into both the functional potential of individual microbes and the variation among those microbes. This method definitively links a variety of conserved and mobile genomic features, and can be extended to further resolve diverse elements present in the human microbiota.


Assuntos
Bactérias/citologia , Bactérias/genética , Citometria de Fluxo/métodos , Microbioma Gastrointestinal , Bactérias/classificação , Bactérias/isolamento & purificação , Fezes/microbiologia , Genoma Bacteriano , Genômica , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Sequências Repetitivas Dispersas , Filogenia , Análise de Célula Única
19.
PLoS Comput Biol ; 18(1): e1009797, 2022 01.
Artigo em Inglês | MEDLINE | ID: mdl-35041653

RESUMO

Improvements in microscopy software and hardware have dramatically increased the pace of image acquisition, making analysis a major bottleneck in generating quantitative, single-cell data. Although tools for segmenting and tracking bacteria within time-lapse images exist, most require human input, are specialized to the experimental set up, or lack accuracy. Here, we introduce DeLTA 2.0, a purely Python workflow that can rapidly and accurately analyze images of single cells on two-dimensional surfaces to quantify gene expression and cell growth. The algorithm uses deep convolutional neural networks to extract single-cell information from time-lapse images, requiring no human input after training. DeLTA 2.0 retains all the functionality of the original version, which was optimized for bacteria growing in the mother machine microfluidic device, but extends results to two-dimensional growth environments. Two-dimensional environments represent an important class of data because they are more straightforward to implement experimentally, they offer the potential for studies using co-cultures of cells, and they can be used to quantify spatial effects and multi-generational phenomena. However, segmentation and tracking are significantly more challenging tasks in two-dimensions due to exponential increases in the number of cells. To showcase this new functionality, we analyze mixed populations of antibiotic resistant and susceptible cells, and also track pole age and growth rate across generations. In addition to the two-dimensional capabilities, we also introduce several major improvements to the code that increase accessibility, including the ability to accept many standard microscopy file formats as inputs and the introduction of a Google Colab notebook so users can try the software without installing the code on their local machine. DeLTA 2.0 is rapid, with run times of less than 10 minutes for complete movies with hundreds of cells, and is highly accurate, with error rates around 1%, making it a powerful tool for analyzing time-lapse microscopy data.


Assuntos
Aprendizado Profundo , Análise de Célula Única/métodos , Software , Imagem com Lapso de Tempo/métodos , Bactérias/citologia , Biologia Computacional , Processamento de Imagem Assistida por Computador , Microscopia
20.
Commun Biol ; 5(1): 37, 2022 01 11.
Artigo em Inglês | MEDLINE | ID: mdl-35017653

RESUMO

The deep biosphere is an energy constrained ecosystem yet fosters diverse microbial communities that are key in biogeochemical cycling. Whether microbial communities in deep biosphere groundwaters are shaped by infiltration of allochthonous surface microorganisms or the evolution of autochthonous species remains unresolved. In this study, 16S rRNA gene amplicon analyses showed that few groups of surface microbes infiltrated deep biosphere groundwaters at the Äspö Hard Rock Laboratory, Sweden, but that such populations constituted up to 49% of the microbial abundance. The dominant persisting phyla included Patescibacteria, Proteobacteria, and Epsilonbacteraeota. Despite the hydrological connection of the Baltic Sea with the studied groundwaters, infiltrating microbes predominantly originated from deep soil groundwater. Most deep biosphere groundwater populations lacked surface representatives, suggesting that they have evolved from ancient autochthonous populations. We propose that deep biosphere groundwater communities in the Fennoscandian Shield consist of selected infiltrated and indigenous populations adapted to the prevailing conditions.


Assuntos
Bactérias , Água Subterrânea/microbiologia , Microbiota , Proteobactérias , Bactérias/citologia , Bactérias/genética , Bactérias/isolamento & purificação , Ecossistema , Água Doce/microbiologia , Microbiota/genética , Microbiota/fisiologia , Proteobactérias/citologia , Proteobactérias/genética , Proteobactérias/isolamento & purificação , Suécia
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