The brain emerges from the primitive ectoderm as a sheet of neuroepithelial cells which folds into the neural tube during neurulation 1 . The developing nervous system is unique for the length of the developmental window, the extent of the interplay between different anatomical regions and lineages, and the diversity of cell types generated. Therefore, the ability of single-cell RNA-seq to disentangle the molecular heterogeneity of a complex cell pool has been particularly useful to study nervous system development [2][3][4][5][6][7][8][9][10] . Recent studies have shed light on the developing telencephalon 5,11 , the hippocampus 9,12,13 , the developing ventral midbrain 14-16, the developing spinal cord and cerebellum 17,18 , and the hypothalamic arcuate nucleus and diencephalon 19,20 . Single-cell RNA-seq has elucidated the differences between embryonic, postnatal and adult neural progenitors 9,21,22 , and compared normal glial progenitors with their malignant counterparts 23,24 .To map mouse brain development in detail, we collected embryonic brain tissue from 43 pregnant CD-1 mice, sampling each day from E7 to E18 (Extended Data Figure 1a-b, Table S1). We prepared 105 samples by droplet-based single-cell RNA sequencing. After removing low-quality cells and doublets (Methods), 96 samples remained with a mean of 5 766 transcripts (unique molecular identifiers, UMIs) and 1 934 genes detected per cell (Extended Data Figure 1c-f). The total cellular RNA content dropped as a function of
e In order to accelerate drug discovery, a simple, reliable, and cost-effective system for high-throughput identification of a potential antibiotic mechanism of action is required. To facilitate such screening of new antibiotics, we created a double-reporter system for not only antimicrobial activity detection but also simultaneous sorting of potential antimicrobials into those that cause ribosome stalling and those that induce the SOS response due to DNA damage. In this reporter system, the red fluorescent protein gene rfp was placed under the control of the SOS-inducible sulA promoter. The gene of the far-red fluorescent protein, katushka2S, was inserted downstream of the tryptophan attenuator in which two tryptophan codons were replaced by alanine codons, with simultaneous replacement of the complementary part of the attenuator to preserve the ability to form secondary structures that influence transcription termination. This genetically modified attenuator makes possible Katushka2S expression only upon exposure to ribosome-stalling compounds. The application of red and far-red fluorescent proteins provides a high signal-to-background ratio without any need of enzymatic substrates for detection of the reporter activity. This reporter was shown to be efficient in high-throughput screening of both synthetic and natural chemicals.T he spread of antibiotic resistance genes among pathogenic bacteria is leading to a gradual decrease in the efficiency of known antibiotics. Substantial efforts have been invested in platforms for new antibiotic development (1). High-throughput screening (HTS) is a major method for the discovery of new chemical scaffolds for drug discovery. However, in the search for new antibiotics, HTS demonstrated low efficiency (for a discussion, see references 2 and 3). Acceleration of the antibiotic development pipeline demands increased efficiency in the identification of mechanisms of action with both HTS of chemical libraries and screening of natural compounds. Ideally, the mechanism of action should be determined while screening for antibacterial activity. One of the major challenges in high-throughput screening is the development of a cost-effective procedure that could maximize information output while concomitantly minimizing the number of pipetting steps and the reagent costs.The most efficient way to reveal the mechanism of action is the application of reporter strains (for a recent review, see reference 4). However, the majority of the reporter strains developed thus far aim to identify a narrow group of chemically related compounds, such as tetracyclines (5), macrolides (6, 7), or -lactams (8). Broader-spectrum reporters based on stress response promoters are also available (9-11). A combination of several reporter strains could help to classify more mechanisms of action, but that would require multiple experiments for a single substance being tested.The majority of antibiotics currently in clinical use target the cell wall, DNA, or protein biosynthesis. For the latter two mechanisms ...
Human cells produce thousands of lipids that change during cell differentiation and can vary across individual cells of the same type. However, we are only starting to characterize the function of these cell-to-cell differences in lipid composition. Here, we measured the lipidomes and transcriptomes of individual human dermal fibroblasts by coupling high-resolution mass spectrometry imaging with single-cell transcriptomics. We found that the cell-to-cell variations of specific lipid metabolic pathways contribute to the establishment of cell states involved in the organization of skin architecture. Sphingolipid composition is shown to define fibroblast subpopulations, with sphingolipid metabolic rewiring driving cell-state transitions. Therefore, cell-to-cell lipid heterogeneity affects the determination of cell states, adding a new regulatory component to the self-organization of multicellular systems.
Ribosome-synthesized post-translationally modified peptides (RiPPs) represent a rapidly expanding class of natural products with various biological activities. Linear azol(in)e-containing peptides (LAPs) comprise a subclass of RiPPs that display outstanding diversity of mechanisms of action while sharing common structural features. Here, we report the discovery of a new LAP biosynthetic gene cluster in the genome of Rhizobium Pop5, which encodes the precursor peptide and modification machinery of phazolicin (PHZ) – an extensively modified peptide exhibiting narrow-spectrum antibacterial activity against some symbiotic bacteria of leguminous plants. The cryo-EM structure of the Escherichia coli 70S-PHZ complex reveals that the drug interacts with the 23S rRNA and uL4/uL22 proteins and obstructs ribosomal exit tunnel in a way that is distinct from other compounds. We show that the uL4 loop sequence determines the species-specificity of antibiotic action. PHZ expands the known diversity of LAPs and may be used in the future as biocontrol agent for agricultural needs.
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