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1.
Nat Microbiol ; 8(5): 934-945, 2023 05.
Article in English | MEDLINE | ID: mdl-37012420

ABSTRACT

Clonal bacterial populations rely on transcriptional variation across individual cells to produce specialized states that increase fitness. Understanding all cell states requires studying isogenic bacterial populations at the single-cell level. Here we developed probe-based bacterial sequencing (ProBac-seq), a method that uses libraries of DNA probes and an existing commercial microfluidic platform to conduct bacterial single-cell RNA sequencing. We sequenced the transcriptome of thousands of individual bacterial cells per experiment, detecting several hundred transcripts per cell on average. Applied to Bacillus subtilis and Escherichia coli, ProBac-seq correctly identifies known cell states and uncovers previously unreported transcriptional heterogeneity. In the context of bacterial pathogenesis, application of the approach to Clostridium perfringens reveals heterogeneous expression of toxin by a subpopulation that can be controlled by acetate, a short-chain fatty acid highly prevalent in the gut. Overall, ProBac-seq can be used to uncover heterogeneity in isogenic microbial populations and identify perturbations that affect pathogenicity.


Subject(s)
High-Throughput Nucleotide Sequencing , Transcriptome , Sequence Analysis, RNA/methods , High-Throughput Nucleotide Sequencing/methods
2.
J Biol Chem ; 295(40): 13914-13926, 2020 10 02.
Article in English | MEDLINE | ID: mdl-32796031

ABSTRACT

Aldehyde dehydrogenases are versatile enzymes that serve a range of biochemical functions. Although traditionally considered metabolic housekeeping enzymes because of their ability to detoxify reactive aldehydes, like those generated from lipid peroxidation damage, the contributions of these enzymes to other biological processes are widespread. For example, the plant pathogen Pseudomonas syringae strain PtoDC3000 uses an indole-3-acetaldehyde dehydrogenase to synthesize the phytohormone indole-3-acetic acid to elude host responses. Here we investigate the biochemical function of AldC from PtoDC3000. Analysis of the substrate profile of AldC suggests that this enzyme functions as a long-chain aliphatic aldehyde dehydrogenase. The 2.5 Å resolution X-ray crystal of the AldC C291A mutant in a dead-end complex with octanal and NAD+ reveals an apolar binding site primed for aliphatic aldehyde substrate recognition. Functional characterization of site-directed mutants targeting the substrate- and NAD(H)-binding sites identifies key residues in the active site for ligand interactions, including those in the "aromatic box" that define the aldehyde-binding site. Overall, this study provides molecular insight for understanding the evolution of the prokaryotic aldehyde dehydrogenase superfamily and their diversity of function.


Subject(s)
Aldehyde Dehydrogenase/chemistry , Bacterial Proteins/chemistry , Plant Diseases/microbiology , Pseudomonas syringae/enzymology , Aldehyde Dehydrogenase/genetics , Bacterial Proteins/genetics , Crystallography, X-Ray , Pseudomonas syringae/genetics
3.
J Magn Reson ; 283: 71-78, 2017 10.
Article in English | MEDLINE | ID: mdl-28888182

ABSTRACT

Cryogenic sample temperatures can enhance NMR sensitivity by extending spin relaxation times to improve dynamic nuclear polarization (DNP) and by increasing Boltzmann spin polarization. We have developed an efficient heat exchanger with a liquid nitrogen consumption rate of only 90L per day to perform magic-angle spinning (MAS) DNP experiments below 85K. In this heat exchanger implementation, cold exhaust gas from the NMR probe is returned to the outer portion of a counterflow coil within an intermediate cooling stage to improve cooling efficiency of the spinning and variable temperature gases. The heat exchange within the counterflow coil is calculated with computational fluid dynamics to optimize the heat transfer. Experimental results using the novel counterflow heat exchanger demonstrate MAS DNP signal enhancements of 328±3 at 81±2K, and 276±4 at 105±2K.


Subject(s)
Magnetic Resonance Spectroscopy/instrumentation , Nitrogen/chemistry , Cold Temperature , Gases , Magnetic Resonance Spectroscopy/methods , Microwaves , Temperature , Urea/chemistry
4.
Stem Cell Reports ; 1(2): 166-82, 2013.
Article in English | MEDLINE | ID: mdl-24052951

ABSTRACT

The fetal liver kinase 1 (FLK-1)(+) hemangioblast can generate hematopoietic, endothelial, and smooth muscle cells (SMCs). ER71/ETV2, GATA2, and SCL form a core transcriptional network in hemangioblast development. Transient coexpression of these three factors during mesoderm formation stage in mouse embryonic stem cells (ESCs) robustly enhanced hemangioblast generation by activating bone morphogenetic protein (BMP) and FLK-1 signaling while inhibiting phosphatidylinositol 3-kinase, WNT signaling, and cardiac output. Moreover, etsrp, gata2, and scl inhibition converted hematopoietic field of the zebrafish anterior lateral plate mesoderm to cardiac. FLK-1(+) hemangioblasts generated by transient coexpression of the three factors (ER71-GATA2-SCL [EGS]-induced FLK-1(+)) effectively produced hematopoietic, endothelial, and SMCs in culture and in vivo. Importantly, EGS-induced FLK-1(+) hemangioblasts, when codelivered with mesenchymal stem cells as spheroids, were protected from apoptosis and generated functional endothelial cells and SMCs in ischemic mouse hindlimbs, resulting in improved blood perfusion and limb salvage. ESC-derived, EGS-induced FLK-1(+) hemangioblasts could provide an attractive cell source for future hematopoietic and vascular repair and regeneration.


Subject(s)
Embryonic Stem Cells/cytology , Hemangioblasts/cytology , Myocytes, Cardiac/metabolism , Transcription Factors/metabolism , Zebrafish/metabolism , Animals , Cells, Cultured , Female , Gene Expression Regulation , Hemangioblasts/metabolism , Hindlimb/blood supply , Hindlimb/injuries , Mesoderm/metabolism , Mice , Molecular Sequence Data , Neovascularization, Physiologic , Signal Transduction , Vascular Endothelial Growth Factor Receptor-2/metabolism
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