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1.
Nat Methods ; 17(1): 93-100, 2020 01.
Article in English | MEDLINE | ID: mdl-31768062

ABSTRACT

Single-cell genetic screens can be incredibly powerful, but current high-throughput platforms do not track dynamic processes, and even for non-dynamic properties they struggle to separate mutants of interest from phenotypic outliers of the wild-type population. Here we introduce SIFT, single-cell isolation following time-lapse imaging, to address these limitations. After imaging and tracking individual bacteria for tens of consecutive generations under tightly controlled growth conditions, cells of interest are isolated and propagated for downstream analysis, free of contamination and without genetic or physiological perturbations. This platform can characterize tens of thousands of cell lineages per day, making it possible to accurately screen complex phenotypes without the need for barcoding or genetic modifications. We applied SIFT to identify a set of ultraprecise synthetic gene oscillators, with circuit variants spanning a 30-fold range of average periods. This revealed novel design principles in synthetic biology and demonstrated the power of SIFT to reliably screen diverse dynamic phenotypes.


Subject(s)
Cell Separation/methods , Escherichia coli Proteins/metabolism , Escherichia coli/isolation & purification , High-Throughput Screening Assays/methods , Single-Cell Analysis/methods , Time-Lapse Imaging/instrumentation , Time-Lapse Imaging/methods , Cell Tracking/methods , Escherichia coli/genetics , Escherichia coli/metabolism , Escherichia coli Proteins/genetics , Gene Library , Genes, Synthetic , Image Processing, Computer-Assisted , Microfluidics/methods
2.
Curr Opin Microbiol ; 43: 186-192, 2018 06.
Article in English | MEDLINE | ID: mdl-29494845

ABSTRACT

Bacteria have molecules present in low and fluctuating numbers that randomize cell behaviors. Understanding these stochastic processes and their impact on cells has, until recently, been limited by the lack of single-cell measurement methods. Here, we review recent developments in microfluidics that enable following individual cells over long periods of time under precisely controlled conditions, and counting individual fluorescent molecules in many cells. We showcase discoveries that were made possible using these devices in various aspects of microbiology, such as antibiotic tolerance/persistence, cell-size control, cell-fate determination, DNA damage response, and synthetic biology.


Subject(s)
Bacteria/ultrastructure , Microfluidics/methods , Microscopy/methods , Single-Cell Analysis/methods , Anti-Bacterial Agents/pharmacology , Bacteria/drug effects , Bacteria/metabolism , DNA Damage , Escherichia coli/genetics , Microfluidics/instrumentation , Microscopy/instrumentation , Single-Cell Analysis/instrumentation , Stochastic Processes , Synthetic Biology/methods
3.
Nat Protoc ; 13(1): 170-194, 2018 Jan.
Article in English | MEDLINE | ID: mdl-29266097

ABSTRACT

Studies that rely on fluorescence imaging of nonadherent cells that are cultured in suspension, such as Escherichia coli, are often hampered by trade-offs that must be made between data throughput and imaging resolution. We developed a platform for microfluidics-assisted cell screening (MACS) that overcomes this trade-off by temporarily immobilizing suspension cells within a microfluidics chip. This enables high-throughput and automated single-cell microscopy for a wide range of cell types and sizes. As cells can be rapidly sampled directly from a suspension culture, MACS bypasses the need for sample preparation, and therefore allows measurements without perturbing the native cell physiology. The setup can also be integrated with complex growth chambers, and can be used to enrich or sort the imaged cells. Furthermore, MACS facilitates the visualization of individual cytoplasmic fluorescent proteins (FPs) in E. coli, allowing low-abundance proteins to be counted using standard total internal reflection fluorescence (TIRF) microscopy. Finally, MACS can be used to impart mechanical pressure for assessing the structural integrity of individual cells and their response to mechanical perturbations, or to make cells take up chemicals that otherwise would not pass through the membrane. This protocol describes the assembly of electronic control circuitry, the construction of liquid-handling components and the creation of the MACS microfluidics chip. The operation of MACS is described, and automation software is provided to integrate MACS control with image acquisition. Finally, we provide instructions for extending MACS using an external growth chamber (1 d) and for how to sort rare cells of interest.


Subject(s)
Cell Culture Techniques/instrumentation , Microfluidic Analytical Techniques/instrumentation , Microscopy/methods , Single-Cell Analysis/instrumentation , Single-Cell Analysis/methods , Equipment Design , Escherichia coli , Microscopy/instrumentation
4.
Nucleic Acids Res ; 41(19): 9141-51, 2013 Oct.
Article in English | MEDLINE | ID: mdl-23921629

ABSTRACT

Nucleus-encoded ribonucleases and RNA-binding proteins influence chloroplast gene expression through their roles in RNA maturation and stability. One mechanism for mRNA 5' end maturation posits that sequence-specific pentatricopeptide repeat (PPR) proteins define termini by blocking the 5'→3' exonucleolytic activity of ribonuclease J (RNase J). To test this hypothesis in vivo, virus-induced gene silencing was used to reduce the expression of three PPR proteins and RNase J, both individually and jointly, in Nicotiana benthamiana. In accordance with the stability-conferring function of the PPR proteins PPR10, HCF152 and MRL1, accumulation of the cognate RNA species atpH, petB and rbcL was reduced when the PPR-encoding genes were silenced. In contrast, RNase J reduction alone or combined with PPR deficiency resulted in reduced abundance of polycistronic precursor transcripts and mature counterparts, which were replaced by intermediately sized species with heterogeneous 5' ends. We conclude that RNase J deficiency can partially mask the absence of PPR proteins, and that RNase J is capable of processing chloroplast mRNAs up to PPR protein-binding sites. These findings support the hypothesis that RNase J is the major ribonuclease responsible for maturing chloroplast mRNA 5' termini, with RNA-binding proteins acting as barriers to its activity.


Subject(s)
Gene Expression Regulation, Plant , Plant Proteins/metabolism , RNA Processing, Post-Transcriptional , RNA, Chloroplast/metabolism , RNA, Messenger/metabolism , RNA-Binding Proteins/metabolism , Ribonucleases/metabolism , Plant Proteins/genetics , Plant Proteins/physiology , RNA, Transfer/genetics , RNA-Binding Proteins/genetics , RNA-Binding Proteins/physiology , Ribonucleases/physiology , Nicotiana/anatomy & histology , Nicotiana/genetics , Nicotiana/metabolism
5.
RNA ; 17(12): 2165-76, 2011 Dec.
Article in English | MEDLINE | ID: mdl-22033332

ABSTRACT

Ribonuclease J is an essential enzyme, and the Bacillus subtilis ortholog possesses both endoribonuclease and 5' → 3' exoribonuclease activities. Chloroplasts also contain RNase J, which has been postulated to participate, as both an exo- and endonuclease, in the maturation of polycistronic mRNAs. Here we have examined recombinant Arabidopsis RNase J and found both 5' → 3' exoribonuclease and endonucleolytic activities. Virus-induced gene silencing was used to reduce RNase J expression in Arabidopsis and Nicotiana benthamiana, leading to chlorosis but surprisingly few disruptions in the cleavage of polycistronic rRNA and mRNA precursors. In contrast, antisense RNAs accumulated massively, suggesting that the failure of chloroplast RNA polymerase to terminate effectively leads to extensive symmetric transcription products that are normally eliminated by RNase J. Mung bean nuclease digestion and polysome analysis revealed that this antisense RNA forms duplexes with sense strand transcripts and prevents their translation. We conclude that a major role of chloroplast RNase J is RNA surveillance to prevent overaccumulation of antisense RNA, which would otherwise exert deleterious effects on chloroplast gene expression.


Subject(s)
Arabidopsis Proteins/metabolism , Chloroplasts/enzymology , Chloroplasts/genetics , RNA, Antisense/metabolism , Ribonucleases/metabolism , Transcription, Genetic , Arabidopsis/enzymology , Arabidopsis/genetics , Arabidopsis Proteins/genetics , Gene Expression Regulation, Plant , Models, Biological , Open Reading Frames/genetics , Phenotype , Polyribosomes/metabolism , RNA Stability , RNA, Antisense/genetics , RNA, Double-Stranded , Recombinant Proteins/genetics , Recombinant Proteins/metabolism , Ribonucleases/genetics , Untranslated Regions/genetics
6.
Cell Motil Cytoskeleton ; 66(8): 469-82, 2009 Aug.
Article in English | MEDLINE | ID: mdl-19382199

ABSTRACT

Proteomic analysis of flagella from the green alga Chlamydomonas reinhardtii has identified over 600 putative flagellar proteins. The genes encoding nine of these not previously characterized plus the previously described PACRG protein were cloned, inserted into a vector adding a triple-HA tag to the C-terminus of the gene product, and transformed into C. reinhardtii. Expression was confirmed by western blotting. Indirect immunofluorescence located all 10 fusion proteins in the flagellum; PACRG was localized to a subset of outer doublet microtubules. For some proteins, additional signal was observed in the cell body. Among the latter was FAP232-HA, which showed a spotted distribution along the flagella and an accumulation at the basal bodies. This pattern is characteristic for intraflagellar transport (IFT) proteins. FAP232-HA co-localized with the IFT protein IFT46 and co-sedimented with IFT particles in sucrose gradients. Furthermore, it co-immunoprecipitated with IFT complex B protein IFT46, but not with IFT complex A protein IFT139. We conclude that FAP232 is a novel component of IFT complex B and rename it IFT25. Homologues of IFT25 are encoded in the genomes of a subset of organisms that assemble cilia or flagella; C. reinhardtii IFT25 is 37% identical to the corresponding human protein. Genes encoding IFT25 homologues are absent from the genomes of organisms that lack cilia and flagella and, interestingly, also from those of Drosophila melanogaster and Caenorhabditis elegans, suggesting that IFT25 has a specialized role in IFT that is not required for the assembly of cilia or flagella in the worm and fly. Cell Motil. Cytoskeleton 2009. (c) 2009 Wiley-Liss, Inc.


Subject(s)
Chlamydomonas reinhardtii/metabolism , Flagella/metabolism , Protozoan Proteins/metabolism , Recombinant Fusion Proteins/metabolism , Amino Acid Sequence , Animals , Blotting, Western , Chlamydomonas reinhardtii/genetics , Fluorescent Antibody Technique, Indirect , Immunoprecipitation , Models, Genetic , Molecular Sequence Data , Polymerase Chain Reaction , Protein Binding , Protozoan Proteins/chemistry , Protozoan Proteins/genetics , Recombinant Fusion Proteins/chemistry , Recombinant Fusion Proteins/genetics , Sequence Homology, Amino Acid
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