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1.
Nat Catal ; 7(5): 560-573, 2024.
Article in English | MEDLINE | ID: mdl-38828428

ABSTRACT

Methanol synthesized from captured greenhouse gases is an emerging renewable feedstock with great potential for bioproduction. Recent research has raised the prospect of methanol bioconversion to value-added products using synthetic methylotrophic Escherichia coli, as its metabolism can be rewired to enable growth solely on the reduced one-carbon compound. Here we describe the generation of an E. coli strain that grows on methanol at a doubling time of 4.3 h-comparable to many natural methylotrophs. To establish bioproduction from methanol using this synthetic chassis, we demonstrate biosynthesis from four metabolic nodes from which numerous bioproducts can be derived: lactic acid from pyruvate, polyhydroxybutyrate from acetyl coenzyme A, itaconic acid from the tricarboxylic acid cycle and p-aminobenzoic acid from the chorismate pathway. In a step towards carbon-negative chemicals and valorizing greenhouse gases, our work brings synthetic methylotrophy in E. coli within reach of industrial applications.

2.
bioRxiv ; 2023 Jul 19.
Article in English | MEDLINE | ID: mdl-37503182

ABSTRACT

Genetically encoded fluorescent calcium indicators have revolutionized neuroscience and other biological fields by allowing cellular-resolution recording of physiology during behavior. However, we currently lack bright, genetically targetable indicators in the near infrared that can be used in animals. Here, we describe WHaloCaMP, a modular chemigenetic calcium indicator built from bright dye-ligands and protein sensor domains that can be genetically targeted to specific cell populations. Fluorescence change in WHaloCaMP results from reversible quenching of the bound dye via a strategically placed tryptophan. WHaloCaMP is compatible with rhodamine dye-ligands that fluoresce from green to near-infrared, including several dye-ligands that efficiently label the central nervous system in animals. When bound to a near-infrared dye-ligand, WHaloCaMP1a is more than twice as bright as jGCaMP8s, and shows a 7× increase in fluorescence intensity and a 2.1 ns increase in fluorescence lifetime upon calcium binding. We use WHaloCaMP1a with near-infrared fluorescence emission to image Ca2+ responses in flies and mice, to perform three-color multiplexed functional imaging of hundreds of neurons and astrocytes in zebrafish larvae, and to quantitate calcium concentration using fluorescence lifetime imaging microscopy (FLIM).

3.
J Biol Chem ; 299(3): 102940, 2023 03.
Article in English | MEDLINE | ID: mdl-36702252

ABSTRACT

Lanthanides were recently discovered as metals required in the active site of certain methanol dehydrogenases. Since then, the characterization of the lanthanome, that is, proteins involved in sensing, uptake, and utilization of lanthanides, has become an active field of research. Initial exploration of the response to lanthanides in methylotrophs has revealed that the lanthanome is not conserved and that multiple mechanisms for lanthanide utilization must exist. Here, we investigated the lanthanome in the obligate model methylotroph Methylobacillus flagellatus. We used a proteomic approach to analyze differentially regulated proteins in the presence of lanthanum. While multiple known proteins showed induction upon growth in the presence of lanthanum (Xox proteins, TonB-dependent receptor), we also identified several novel proteins not previously associated with lanthanide utilization. Among these was Mfla_0908, a periplasmic 19 kDa protein without functional annotation. The protein comprises two characteristic PepSY domains, which is why we termed the protein lanpepsy (LanP). Based on bioinformatic analysis, we speculated that LanP could be involved in lanthanide binding. Using dye competition assays, quantification of protein-bound lanthanides by inductively coupled plasma mass spectrometry, as well as isothermal titration calorimetry, we demonstrated the presence of multiple lanthanide binding sites that showed selectivity over the chemically similar calcium ion. LanP thus represents the first member of the PepSY family that binds lanthanides. Although the physiological role of LanP is still unclear, its identification is of interest for applications toward the sustainable purification and separation of rare-earth elements.


Subject(s)
Bacterial Proteins , Carrier Proteins , Lanthanum , Methylobacillus , Carrier Proteins/metabolism , Lanthanum/metabolism , Lanthanum/pharmacology , Proteomics , Methylobacillus/drug effects , Methylobacillus/metabolism , Gene Expression Regulation, Bacterial/drug effects
4.
Nat Biotechnol ; 41(1): 44-49, 2023 01.
Article in English | MEDLINE | ID: mdl-36065022

ABSTRACT

We present a method to automatically identify and track nuclei in time-lapse microscopy recordings of entire developing embryos. The method combines deep learning and global optimization. On a mouse dataset, it reconstructs 75.8% of cell lineages spanning 1 h, as compared to 31.8% for the competing method. Our approach improves understanding of where and when cell fate decisions are made in developing embryos, tissues, and organs.


Subject(s)
Blastocyst , Embryo, Mammalian , Animals , Mice , Cell Lineage , Microscopy
5.
Nat Commun ; 13(1): 5243, 2022 09 06.
Article in English | MEDLINE | ID: mdl-36068201

ABSTRACT

Methanol is a liquid with high energy storage capacity that holds promise as an alternative substrate to replace sugars in the biotechnology industry. It can be produced from CO2 or methane and its use does not compete with food and animal feed production. However, there are currently only limited biotechnological options for the valorization of methanol, which hinders its widespread adoption. Here, we report the conversion of the industrial platform organism Escherichia coli into a synthetic methylotroph that assimilates methanol via the energy efficient ribulose monophosphate cycle. Methylotrophy is achieved after evolution of a methanol-dependent E. coli strain over 250 generations in continuous chemostat culture. We demonstrate growth on methanol and biomass formation exclusively from the one-carbon source by 13C isotopic tracer analysis. In line with computational modeling, the methylotrophic E. coli strain optimizes methanol oxidation by upregulation of an improved methanol dehydrogenase, increasing ribulose monophosphate cycle activity, channeling carbon flux through the Entner-Doudoroff pathway and downregulating tricarboxylic acid cycle enzymes. En route towards sustainable bioproduction processes, our work lays the foundation for the efficient utilization of methanol as the dominant carbon and energy resource.


Subject(s)
Escherichia coli , Methanol , Carbon/metabolism , Escherichia coli/genetics , Metabolic Engineering , Methanol/metabolism , Pentoses
6.
Sci Total Environ ; 814: 151925, 2022 Mar 25.
Article in English | MEDLINE | ID: mdl-34838923

ABSTRACT

Despite substantial advances in quantifying greenhouse gas (GHG) emissions from dry inland waters, existing estimates mainly consist of carbon dioxide (CO2) emissions. However, methane (CH4) may also be relevant due to its higher Global Warming Potential (GWP). We report CH4 emissions from dry inland water sediments to i) provide a cross-continental estimate of such emissions for different types of aquatic systems (i.e., lakes, ponds, reservoirs, and streams) and climate zones (i.e., tropical, continental, and temperate); and ii) determine the environmental factors that control these emissions. CH4 emissions from dry inland waters were consistently higher than emissions observed in adjacent uphill soils, across climate zones and in all aquatic systems except for streams. However, the CH4 contribution (normalized to CO2 equivalents; CO2-eq) to the total GHG emissions of dry inland waters was similar for all types of aquatic systems and varied from 10 to 21%. Although we discuss multiple controlling factors, dry inland water CH4 emissions were most strongly related to sediment organic matter content and moisture. Summing CO2 and CH4 emissions revealed a cross-continental average emission of 9.6 ± 17.4 g CO2-eq m-2 d-1 from dry inland waters. We argue that increasing droughts likely expand the worldwide surface area of atmosphere-exposed aquatic sediments, thereby increasing global dry inland water CH4 emissions. Hence, CH4 cannot be ignored if we want to fully understand the carbon (C) cycle of dry sediments.


Subject(s)
Greenhouse Gases , Carbon Dioxide/analysis , Greenhouse Gases/analysis , Lakes , Methane/analysis , Nitrous Oxide/analysis , Rivers
7.
Cell Rep ; 35(12): 109284, 2021 06 22.
Article in English | MEDLINE | ID: mdl-34161775

ABSTRACT

Glucose is arguably the most important molecule in metabolism, and its dysregulation underlies diabetes. We describe a family of single-wavelength genetically encoded glucose sensors with a high signal-to-noise ratio, fast kinetics, and affinities varying over four orders of magnitude (1 µM to 10 mM). The sensors allow mechanistic characterization of glucose transporters expressed in cultured cells with high spatial and temporal resolution. Imaging of neuron/glia co-cultures revealed ∼3-fold faster glucose changes in astrocytes. In larval Drosophila central nervous system explants, intracellular neuronal glucose fluxes suggested a rostro-caudal transport pathway in the ventral nerve cord neuropil. In zebrafish, expected glucose-related physiological sequelae of insulin and epinephrine treatments were directly visualized. Additionally, spontaneous muscle twitches induced glucose uptake in muscle, and sensory and pharmacological perturbations produced large changes in the brain. These sensors will enable rapid, high-resolution imaging of glucose influx, efflux, and metabolism in behaving animals.


Subject(s)
Genetic Engineering , Glucose/metabolism , Models, Biological , Animals , Biological Transport , Central Nervous System/metabolism , Drosophila/metabolism , HEK293 Cells , Humans , Imaging, Three-Dimensional , Larva/metabolism , Muscles/metabolism , Neuroglia/metabolism , Proteins/metabolism , Rats, Sprague-Dawley , Zebrafish/metabolism
8.
Science ; 371(6533)2021 03 05.
Article in English | MEDLINE | ID: mdl-33414188

ABSTRACT

The mammalian heart is derived from multiple cell lineages; however, our understanding of when and how the diverse cardiac cell types arise is limited. We mapped the origin of the embryonic mouse heart at single-cell resolution using a combination of transcriptomic, imaging, and genetic lineage labeling approaches. This mapping provided a transcriptional and anatomic definition of cardiac progenitor types. Furthermore, it revealed a cardiac progenitor pool that is anatomically and transcriptionally distinct from currently known cardiac progenitors. Besides contributing to cardiomyocytes, these cells also represent the earliest progenitor of the epicardium, a source of trophic factors and cells during cardiac development and injury. This study provides detailed insights into the formation of early cardiac cell types, with particular relevance to the development of cell-based cardiac regenerative therapies.


Subject(s)
Heart/embryology , Myoblasts, Cardiac/metabolism , Myocardium/cytology , Pericardium/cytology , Pericardium/embryology , Animals , Cell Differentiation/genetics , Gene Expression Profiling , Mice , Myoblasts, Cardiac/classification , Myoblasts, Cardiac/cytology , Myocytes, Cardiac/cytology , Single-Cell Analysis , Transcriptome
9.
Elife ; 92020 10 06.
Article in English | MEDLINE | ID: mdl-33021471

ABSTRACT

An important question in early neural development is the origin of stochastic nuclear movement between apical and basal surfaces of neuroepithelia during interkinetic nuclear migration. Tracking of nuclear subpopulations has shown evidence of diffusion - mean squared displacements growing linearly in time - and suggested crowding from cell division at the apical surface drives basalward motion. Yet, this hypothesis has not yet been tested, and the forces involved not quantified. We employ long-term, rapid light-sheet and two-photon imaging of early zebrafish retinogenesis to track entire populations of nuclei within the tissue. The time-varying concentration profiles show clear evidence of crowding as nuclei reach close-packing and are quantitatively described by a nonlinear diffusion model. Considerations of nuclear motion constrained inside the enveloping cell membrane show that concentration-dependent stochastic forces inside cells, compatible in magnitude to those found in cytoskeletal transport, can explain the observed magnitude of the diffusion constant.


Subject(s)
Cell Movement , Cell Nucleus/metabolism , Retina/embryology , Zebrafish/embryology , Animals , Diffusion , Embryo, Nonmammalian/embryology
10.
Nat Commun ; 11(1): 5403, 2020 10 26.
Article in English | MEDLINE | ID: mdl-33106470

ABSTRACT

Methanol is a biotechnologically promising substitute for food and feed substrates since it can be produced renewably from electricity, water and CO2. Although progress has been made towards establishing Escherichia coli as a platform organism for methanol conversion via the energy efficient ribulose monophosphate (RuMP) cycle, engineering strains that rely solely on methanol as a carbon source remains challenging. Here, we apply flux balance analysis to comprehensively identify methanol-dependent strains with high potential for adaptive laboratory evolution. We further investigate two out of 1200 candidate strains, one with a deletion of fructose-1,6-bisphosphatase (fbp) and another with triosephosphate isomerase (tpiA) deleted. In contrast to previous reported methanol-dependent strains, both feature a complete RuMP cycle and incorporate methanol to a high degree, with up to 31 and 99% fractional incorporation into RuMP cycle metabolites. These strains represent ideal starting points for evolution towards a fully methylotrophic lifestyle.


Subject(s)
Escherichia coli/metabolism , Methanol/metabolism , Ribulosephosphates/metabolism , Bacterial Proteins , Escherichia coli/genetics , Escherichia coli Proteins/genetics , Escherichia coli Proteins/metabolism , Fructose-Bisphosphatase/genetics , Fructose-Bisphosphatase/metabolism , Metabolic Engineering , Triose-Phosphate Isomerase/genetics , Triose-Phosphate Isomerase/metabolism
11.
Neuron ; 106(3): 369-387, 2020 05 06.
Article in English | MEDLINE | ID: mdl-32380050

ABSTRACT

Tissue clearing and light-sheet microscopy have a 100-year-plus history, yet these fields have been combined only recently to facilitate novel experiments and measurements in neuroscience. Since tissue-clearing methods were first combined with modernized light-sheet microscopy a decade ago, the performance of both technologies has rapidly improved, broadening their applications. Here, we review the state of the art of tissue-clearing methods and light-sheet microscopy and discuss applications of these techniques in profiling cells and circuits in mice. We examine outstanding challenges and future opportunities for expanding these techniques to achieve brain-wide profiling of cells and circuits in primates and humans. Such integration will help provide a systems-level understanding of the physiology and pathology of our central nervous system.


Subject(s)
Brain/cytology , Imaging, Three-Dimensional/methods , Optical Imaging/methods , Staining and Labeling/methods , Animals , Brain/physiology , Humans , Microscopy/methods
12.
Cell Host Microbe ; 27(6): 922-936.e6, 2020 06 10.
Article in English | MEDLINE | ID: mdl-32416061

ABSTRACT

Initial enteropathogen growth in the microbiota-colonized gut is poorly understood. Salmonella Typhimurium is metabolically adaptable and can harvest energy by anaerobic respiration using microbiota-derived hydrogen (H2) as an electron donor and fumarate as an electron acceptor. As fumarate is scarce in the gut, the source of this electron acceptor is unclear. Here, transposon sequencing analysis along the colonization trajectory of S. Typhimurium implicates the C4-dicarboxylate antiporter DcuABC in early murine gut colonization. In competitive colonization assays, DcuABC and enzymes that convert the C4-dicarboxylates aspartate and malate into fumarate (AspA, FumABC), are required for fumarate/H2-dependent initial growth. Thus, S. Typhimurium obtains fumarate by DcuABC-mediated import and conversion of L-malate and L-aspartate. Fumarate reduction yields succinate, which is exported by DcuABC in exchange for L-aspartate and L-malate. This cycle allows S. Typhimurium to harvest energy by H2/fumarate respiration in the microbiota-colonized gut. This strategy may also be relevant for commensal E. coli diminishing the S. Typhimurium infection.


Subject(s)
Aspartic Acid/metabolism , Fumarates/metabolism , Gastrointestinal Microbiome/physiology , Malates/metabolism , Salmonella/metabolism , Administration, Oral , Animals , Aspartic Acid/administration & dosage , Bacterial Proteins/metabolism , Citric Acid Cycle , Disease Models, Animal , Escherichia coli/metabolism , Feces/microbiology , Female , Gastrointestinal Microbiome/genetics , Intestines/microbiology , Malates/administration & dosage , Male , Mice , Mice, Inbred C57BL , Mutagenesis , RNA, Ribosomal, 16S/genetics , Salmonella/genetics , Salmonella/growth & development , Salmonella typhimurium , Sequence Analysis, DNA , Succinic Acid
13.
Nat Rev Neurosci ; 21(5): 298, 2020 05.
Article in English | MEDLINE | ID: mdl-32152524

ABSTRACT

An amendment to this paper has been published and can be accessed via a link at the top of the paper.

14.
Nat Rev Neurosci ; 21(2): 61-79, 2020 02.
Article in English | MEDLINE | ID: mdl-31896771

ABSTRACT

State-of-the-art tissue-clearing methods provide subcellular-level optical access to intact tissues from individual organs and even to some entire mammals. When combined with light-sheet microscopy and automated approaches to image analysis, existing tissue-clearing methods can speed up and may reduce the cost of conventional histology by several orders of magnitude. In addition, tissue-clearing chemistry allows whole-organ antibody labelling, which can be applied even to thick human tissues. By combining the most powerful labelling, clearing, imaging and data-analysis tools, scientists are extracting structural and functional cellular and subcellular information on complex mammalian bodies and large human specimens at an accelerated pace. The rapid generation of terabyte-scale imaging data furthermore creates a high demand for efficient computational approaches that tackle challenges in large-scale data analysis and management. In this Review, we discuss how tissue-clearing methods could provide an unbiased, system-level view of mammalian bodies and human specimens and discuss future opportunities for the use of these methods in human neuroscience.


Subject(s)
Histological Techniques/methods , Microscopy/methods , Nervous System/cytology , Animals , Histological Techniques/instrumentation , Humans , Imaging, Three-Dimensional/methods , Mammals , Microscopy/instrumentation , Neurosciences
15.
Ambio ; 49(2): 531-540, 2020 Feb.
Article in English | MEDLINE | ID: mdl-31140158

ABSTRACT

Artificial water bodies like ditches, fish ponds, weirs, reservoirs, fish ladders, and irrigation channels are usually constructed and managed to optimize their intended purposes. However, human-made aquatic systems also have unintended consequences on ecosystem services and biogeochemical cycles. Knowledge about their functioning and possible additional ecosystem services is poor, especially compared to natural ecosystems. A GIS analysis indicates that currently only ~ 10% of European surface waters are covered by the European Water Framework directive, and that a considerable fraction of the excluded systems are likely human-made aquatic systems. There is a clear mismatch between the high possible significance of human-made water bodies and their low representation in scientific research and policy. We propose a research agenda to build an inventory of human-made aquatic ecosystems, support and advance research to further our understanding of the role of these systems in local and global biogeochemical cycles as well as to identify other benefits for society. We stress the need for studies that aim to optimize management of human-made aquatic systems considering all their functions and to support programs designed to overcome barriers of the adoption of optimized management strategies.


Subject(s)
Ecosystem , Fishes , Animals , Humans
16.
Cell ; 179(6): 1244-1245, 2019 Nov 27.
Article in English | MEDLINE | ID: mdl-31778649

ABSTRACT

It is challenging to convert a heterotrophic organism that loves sugars and other multicarbon compounds as energy and carbon sources into an autotroph that builds all biomass from carbon dioxide. In this issue, Gleizer et al. demonstrate how this can be achieved.


Subject(s)
Autotrophic Processes/physiology , Escherichia coli/physiology , Biomass , Carbon Dioxide/metabolism , Ribulose-Bisphosphate Carboxylase/metabolism
17.
Development ; 146(19)2019 09 30.
Article in English | MEDLINE | ID: mdl-31570370

ABSTRACT

Histone post-translational modifications are key gene expression regulators, but their rapid dynamics during development remain difficult to capture. We applied a Fab-based live endogenous modification labeling technique to monitor the changes in histone modification levels during zygotic genome activation (ZGA) in living zebrafish embryos. Among various histone modifications, H3 Lys27 acetylation (H3K27ac) exhibited most drastic changes, accumulating in two nuclear foci in the 64- to 1k-cell-stage embryos. The elongating form of RNA polymerase II, which is phosphorylated at Ser2 in heptad repeats within the C-terminal domain (RNAP2 Ser2ph), and miR-430 transcripts were also concentrated in foci closely associated with H3K27ac. When treated with α-amanitin to inhibit transcription or JQ-1 to inhibit binding of acetyl-reader proteins, H3K27ac foci still appeared but RNAP2 Ser2ph and miR-430 morpholino were not concentrated in foci, suggesting that H3K27ac precedes active transcription during ZGA. We anticipate that the method presented here could be applied to a variety of developmental processes in any model and non-model organisms.


Subject(s)
Gene Expression Regulation, Developmental , Genome , Histones/metabolism , Lysine/metabolism , Transcription, Genetic , Zebrafish/embryology , Zebrafish/genetics , Zygote/metabolism , Acetylation/drug effects , Alpha-Amanitin/pharmacology , Animals , Cell Nucleus/drug effects , Cell Nucleus/metabolism , Embryo, Nonmammalian/drug effects , Embryo, Nonmammalian/metabolism , Gene Expression Regulation, Developmental/drug effects , Histone Code/drug effects , RNA Polymerase II/metabolism , RNA, Messenger/genetics , RNA, Messenger/metabolism , Transcription, Genetic/drug effects , Zebrafish Proteins/genetics , Zebrafish Proteins/metabolism , Zygote/drug effects
18.
Cell ; 179(2): 355-372.e23, 2019 Oct 03.
Article in English | MEDLINE | ID: mdl-31564455

ABSTRACT

Animal survival requires a functioning nervous system to develop during embryogenesis. Newborn neurons must assemble into circuits producing activity patterns capable of instructing behaviors. Elucidating how this process is coordinated requires new methods that follow maturation and activity of all cells across a developing circuit. We present an imaging method for comprehensively tracking neuron lineages, movements, molecular identities, and activity in the entire developing zebrafish spinal cord, from neurogenesis until the emergence of patterned activity instructing the earliest spontaneous motor behavior. We found that motoneurons are active first and form local patterned ensembles with neighboring neurons. These ensembles merge, synchronize globally after reaching a threshold size, and finally recruit commissural interneurons to orchestrate the left-right alternating patterns important for locomotion in vertebrates. Individual neurons undergo functional maturation stereotypically based on their birth time and anatomical origin. Our study provides a general strategy for reconstructing how functioning circuits emerge during embryogenesis. VIDEO ABSTRACT.

19.
Nat Methods ; 16(9): 870-874, 2019 09.
Article in English | MEDLINE | ID: mdl-31384047

ABSTRACT

Light-sheet imaging of cleared and expanded samples creates terabyte-sized datasets that consist of many unaligned three-dimensional image tiles, which must be reconstructed before analysis. We developed the BigStitcher software to address this challenge. BigStitcher enables interactive visualization, fast and precise alignment, spatially resolved quality estimation, real-time fusion and deconvolution of dual-illumination, multitile, multiview datasets. The software also compensates for optical effects, thereby improving accuracy and enabling subsequent biological analysis.


Subject(s)
Brain/diagnostic imaging , Brain/metabolism , Green Fluorescent Proteins/metabolism , Image Processing, Computer-Assisted/methods , Microscopy, Fluorescence/methods , Software , Animals , Caenorhabditis elegans , Drosophila , Female , Imaging, Three-Dimensional/methods , Mice
20.
Annu Rev Cell Dev Biol ; 35: 655-681, 2019 10 06.
Article in English | MEDLINE | ID: mdl-31299171

ABSTRACT

The ability to visualize and quantitatively measure dynamic biological processes in vivo and at high spatiotemporal resolution is of fundamental importance to experimental investigations in developmental biology. Light-sheet microscopy is particularly well suited to providing such data, since it offers exceptionally high imaging speed and good spatial resolution while minimizing light-induced damage to the specimen. We review core principles and recent advances in light-sheet microscopy, with a focus on concepts and implementations relevant for applications in developmental biology. We discuss how light-sheet microcopy has helped advance our understanding of developmental processes from single-molecule to whole-organism studies, assess the potential for synergies with other state-of-the-art technologies, and introduce methods for computational image and data analysis. Finally, we explore the future trajectory of light-sheet microscopy, discuss key efforts to disseminate new light-sheet technology, and identify exciting opportunities for further advances.


Subject(s)
Developmental Biology/methods , Microscopy, Fluorescence/trends , Animals , Computer Simulation , Data Compression , Embryonic Development , Humans , Image Processing, Computer-Assisted/methods , Microscopy, Fluorescence/instrumentation , Microscopy, Fluorescence/methods , Single-Cell Analysis/methods , Spatio-Temporal Analysis
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