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1.
Plant Direct ; 6(6): e406, 2022 Jun.
Article in English | MEDLINE | ID: mdl-35774620

ABSTRACT

The Plant Cell Atlas (PCA) community hosted a virtual symposium on December 9 and 10, 2021 on single cell and spatial omics technologies. The conference gathered almost 500 academic, industry, and government leaders to identify the needs and directions of the PCA community and to explore how establishing a data synthesis center would address these needs and accelerate progress. This report details the presentations and discussions focused on the possibility of a data synthesis center for a PCA and the expected impacts of such a center on advancing science and technology globally. Community discussions focused on topics such as data analysis tools and annotation standards; computational expertise and cyber-infrastructure; modes of community organization and engagement; methods for ensuring a broad reach in the PCA community; recruitment, training, and nurturing of new talent; and the overall impact of the PCA initiative. These targeted discussions facilitated dialogue among the participants to gauge whether PCA might be a vehicle for formulating a data synthesis center. The conversations also explored how online tools can be leveraged to help broaden the reach of the PCA (i.e., online contests, virtual networking, and social media stakeholder engagement) and decrease costs of conducting research (e.g., virtual REU opportunities). Major recommendations for the future of the PCA included establishing standards, creating dashboards for easy and intuitive access to data, and engaging with a broad community of stakeholders. The discussions also identified the following as being essential to the PCA's success: identifying homologous cell-type markers and their biocuration, publishing datasets and computational pipelines, utilizing online tools for communication (such as Slack), and user-friendly data visualization and data sharing. In conclusion, the development of a data synthesis center will help the PCA community achieve these goals by providing a centralized repository for existing and new data, a platform for sharing tools, and new analytical approaches through collaborative, multidisciplinary efforts. A data synthesis center will help the PCA reach milestones, such as community-supported data evaluation metrics, accelerating plant research necessary for human and environmental health.

2.
Elife ; 102021 09 07.
Article in English | MEDLINE | ID: mdl-34491200

ABSTRACT

With growing populations and pressing environmental problems, future economies will be increasingly plant-based. Now is the time to reimagine plant science as a critical component of fundamental science, agriculture, environmental stewardship, energy, technology and healthcare. This effort requires a conceptual and technological framework to identify and map all cell types, and to comprehensively annotate the localization and organization of molecules at cellular and tissue levels. This framework, called the Plant Cell Atlas (PCA), will be critical for understanding and engineering plant development, physiology and environmental responses. A workshop was convened to discuss the purpose and utility of such an initiative, resulting in a roadmap that acknowledges the current knowledge gaps and technical challenges, and underscores how the PCA initiative can help to overcome them.


Subject(s)
Plant Cells , Agriculture , Chlamydomonas reinhardtii , Chloroplasts , Computational Biology , Image Processing, Computer-Assisted , Plant Cells/physiology , Plant Development , Plants/classification , Plants/genetics , Zea mays
3.
Trends Plant Sci ; 26(10): 989-992, 2021 10.
Article in English | MEDLINE | ID: mdl-34507887

ABSTRACT

We highlight the achievements of four pioneering Black plant scientists to raise awareness of the importance of diversity, equity, and inclusion in science. Their stories come alive at Historically Black Colleges and Universities through exhibits of science and art and classroom activities (https://www.plantcellatlas.org/pca-art-exhibit.html).


Subject(s)
Black or African American , Universities , Humans
4.
J Integr Plant Biol ; 63(11): 1888-1905, 2021 Nov.
Article in English | MEDLINE | ID: mdl-34403192

ABSTRACT

To understand and engineer plant metabolism, we need a comprehensive and accurate annotation of all metabolic information across plant species. As a step towards this goal, we generated genome-scale metabolic pathway databases of 126 algal and plant genomes, ranging from model organisms to crops to medicinal plants (https://plantcyc.org). Of these, 104 have not been reported before. We systematically evaluated the quality of the databases, which revealed that our semi-automated validation pipeline dramatically improves the quality. We then compared the metabolic content across the 126 organisms using multiple correspondence analysis and found that Brassicaceae, Poaceae, and Chlorophyta appeared as metabolically distinct groups. To demonstrate the utility of this resource, we used recently published sorghum transcriptomics data to discover previously unreported trends of metabolism underlying drought tolerance. We also used single-cell transcriptomics data from the Arabidopsis root to infer cell type-specific metabolic pathways. This work shows the quality and quantity of our resource and demonstrates its wide-ranging utility in integrating metabolism with other areas of plant biology.


Subject(s)
Databases, Factual , Metabolic Networks and Pathways , Plants/metabolism , Viridiplantae/metabolism , Genome, Plant , Plants/genetics
5.
Plant Direct ; 4(10): e00271, 2020 Oct.
Article in English | MEDLINE | ID: mdl-33083684

ABSTRACT

The societal challenges posed by a growing human population and climate change necessitate technical advances in plant science. Plant research makes vital contributions to society by advancing technologies that improve agricultural food production, biological energy capture and conversion, and human health. However, the plant biology community lacks a comprehensive understanding of molecular machinery, including their locations within cells, distributions and variations among different cell types, and real-time dynamics. Fortunately, rapid advances in molecular methods, imaging, proteomics, and metabolomics made in the last decade afford unprecedented opportunities to develop a molecular-level map of plant cells with high temporal and spatial resolution. The Plant Cell Atlas (PCA) initiative aims to generate a resource that will provide fresh insight into poorly understood aspects of plant cell structure and organization and enable the discovery of new cellular compartments and features. The PCA will be a community resource (www.plantcellatlas.org/) that describes the state of various plant cell types and integrates high-resolution spatio-temporal information of nucleic acids, proteins, and metabolites within plant cells. This first PCA initiative workshop convened scientists passionate about developing a comprehensive PCA to brainstorm about the state of the field, recent advances, the development of tools, and the future directions of this initiative. The workshop featured invited talks to share initial data, along with broader ideas for the PCA. Additionally, breakout sessions were organized around topics including the conceptual goals of the PCA, technical challenges, and community wants and needs. These activities connected scientists with diverse expertise and sparked important discussions about how to leverage and extend leading-edge technologies and develop new techniques. A major outcome of the workshop was that the community wishes to redefine concepts of plant cell types and tissues quantitatively. A long-term goal is to delineate all molecules within the cell at high spatio-temporal resolution, obtain information about interacting molecular networks, and identify the contribution of these networks to development of the organism as a whole. As a first step, we wish to create comprehensive cellular and subcellular biomolecular maps of transcripts, proteins, and metabolites, track the dynamic interactions of these molecules intra- and intercellularly, discern complete states and transitions of specialized cell types, and integrate these disparate data points to generate testable models of cellular function. Ultimately, the PCA initiative will have a substantial positive impact by empowering a broad, diverse group of scientists to forge exciting paths in the field of plant science, facilitating connections with interested stakeholders beyond the scientific community, and enabling new agricultural technologies for a sustainable future.

6.
Cell ; 179(6): 1289-1305.e21, 2019 11 27.
Article in English | MEDLINE | ID: mdl-31761534

ABSTRACT

Adult mesenchymal stem cells, including preadipocytes, possess a cellular sensory organelle called the primary cilium. Ciliated preadipocytes abundantly populate perivascular compartments in fat and are activated by a high-fat diet. Here, we sought to understand whether preadipocytes use their cilia to sense and respond to external cues to remodel white adipose tissue. Abolishing preadipocyte cilia in mice severely impairs white adipose tissue expansion. We discover that TULP3-dependent ciliary localization of the omega-3 fatty acid receptor FFAR4/GPR120 promotes adipogenesis. FFAR4 agonists and ω-3 fatty acids, but not saturated fatty acids, trigger mitosis and adipogenesis by rapidly activating cAMP production inside cilia. Ciliary cAMP activates EPAC signaling, CTCF-dependent chromatin remodeling, and transcriptional activation of PPARγ and CEBPα to initiate adipogenesis. We propose that dietary ω-3 fatty acids selectively drive expansion of adipocyte numbers to produce new fat cells and store saturated fatty acids, enabling homeostasis of healthy fat tissue.


Subject(s)
Adipogenesis , Cilia/metabolism , Fatty Acids, Omega-3/pharmacology , Receptors, G-Protein-Coupled/metabolism , 3T3-L1 Cells , Adipocytes/drug effects , Adipocytes/metabolism , Adipogenesis/drug effects , Adipose Tissue, White/metabolism , Animals , CCAAT-Enhancer-Binding Proteins/metabolism , CCCTC-Binding Factor/metabolism , Chromatin/metabolism , Cilia/drug effects , Cyclic AMP/metabolism , Docosahexaenoic Acids/pharmacology , Intracellular Signaling Peptides and Proteins/metabolism , Macrophages/drug effects , Macrophages/metabolism , Mice , Mice, Inbred C57BL , PPAR gamma/metabolism
7.
Biochemistry ; 54(46): 6896-908, 2015 Nov 24.
Article in English | MEDLINE | ID: mdl-26523621

ABSTRACT

In addition to its well-known roles as an electrophile and general acid, the side chain of histidine often serves as a hydrogen bond (H-bond) acceptor. These H-bonds provide a convenient pH-dependent switch for local structure and functional motifs. In hundreds of instances, a histidine caps the N-terminus of α- and 310-helices by forming a backbone NH···Nδ1 H-bond. To characterize the resilience and dynamics of the histidine cap, we measured the trans H-bond scalar coupling constant, (2h)JNN, in several forms of Group 1 truncated hemoglobins and cytochrome b5. The set of 19 measured (2h)JNN values were between 4.0 and 5.4 Hz, generally smaller than in nucleic acids (~6-10 Hz) and indicative of longer, weaker bonds in the studied proteins. A positive linear correlation between (2h)JNN and the difference in imidazole ring (15)N chemical shift (Δ(15)N = |δ(15)Nδ1 - δ(15)Nε2|) was found to be consistent with variable H-bond length and variable cap population related to the ionization of histidine in the capping and noncapping states. The relative ease of (2h)JNN detection suggests that this parameter can become part of the standard arsenal for describing histidines in helix caps and other key structural and catalytic elements involving NH···N H-bonds. The combined nucleic acid and protein data extend the utility of (2h)JNN as a sensitive marker of local structural, dynamic, and thermodynamic properties in biomolecules.


Subject(s)
Histidine/chemistry , Proteins/chemistry , Truncated Hemoglobins/chemistry , Bacterial Proteins/chemistry , Chlamydomonas/chemistry , Cytochromes b5/chemistry , Heme/chemistry , Hemoglobins/chemistry , Hydrogen Bonding , Methemoglobin/analogs & derivatives , Methemoglobin/chemistry , Models, Molecular , Nuclear Magnetic Resonance, Biomolecular , Protein Structure, Secondary , Recombinant Proteins/chemistry , Synechococcus/chemistry , Synechocystis/chemistry
8.
Acta Crystallogr F Struct Biol Commun ; 71(Pt 6): 718-25, 2015 Jun.
Article in English | MEDLINE | ID: mdl-26057801

ABSTRACT

THB1 is one of several group 1 truncated hemoglobins (TrHb1s) encoded in the genome of the unicellular green alga Chlamydomonas reinhardtii. THB1 expression is under the control of NIT2, the master regulator of nitrate assimilation, which also controls the expression of the only nitrate reductase in the cell, NIT1. In vitro and physiological evidence suggests that THB1 converts the nitric oxide generated by NIT1 into nitrate. To aid in the elucidation of the function and mechanism of THB1, the structure of the protein was solved in the ferric state. THB1 resembles other TrHb1s, but also exhibits distinct features associated with the coordination of the heme iron by a histidine (proximal) and a lysine (distal). The new structure illustrates the versatility of the TrHb1 fold, suggests factors that stabilize the axial ligation of a lysine, and highlights the difficulty of predicting the identity of the distal ligand, if any, in this group of proteins.


Subject(s)
Algal Proteins/chemistry , Chlamydomonas reinhardtii/chemistry , Heme/chemistry , Histidine/chemistry , Lysine/chemistry , Nitrate Reductase/chemistry , Truncated Hemoglobins/chemistry , Algal Proteins/genetics , Amino Acid Motifs , Chlamydomonas reinhardtii/metabolism , Crystallography, X-Ray , Escherichia coli/genetics , Escherichia coli/metabolism , Gene Expression , Iron/chemistry , Ligands , Models, Molecular , Molecular Sequence Data , Nitrate Reductase/genetics , Protein Binding , Protein Folding , Protein Structure, Secondary , Protein Structure, Tertiary , Recombinant Proteins/chemistry , Recombinant Proteins/genetics , Structural Homology, Protein , Truncated Hemoglobins/genetics
9.
J Inorg Biochem ; 141: 198-207, 2014 Dec.
Article in English | MEDLINE | ID: mdl-25304367

ABSTRACT

The hemoglobins of the cyanobacteria Synechococcus and Synechocystis (GlbNs) are capable of spontaneous and irreversible attachment of the b heme to the protein matrix. The reaction, which saturates the heme 2-vinyl by addition of a histidine residue, is reproduced in vitro by preparing the recombinant apoprotein, adding ferric heme, and reducing the iron to the ferrous state. Spontaneous covalent attachment of the heme is potentially useful for protein engineering purposes. Thus, to explore whether the histidine-heme linkage can serve in such applications, we attempted to introduce it in a test protein. We selected as our target the heme domain of Chlamydomonas eugametos LI637 (CtrHb), a eukaryotic globin that exhibits less than 50% sequence identity with the cyanobacterial GlbNs. We chose two positions, 75 in the FG corner and 111 in the H helix, to situate a histidine near a vinyl group. We characterized the proteins with gel electrophoresis, absorbance spectroscopy, and NMR analysis. Both T111H and L75H CtrHbs reacted upon reduction of the ferric starting material containing cyanide as the distal ligand to the iron. With L75H CtrHb, nearly complete (>90%) crosslinking was observed to the 4-vinyl as expected from the X-ray structure of wild-type CtrHb. Reaction of T111H CtrHb also occurred at the 4-vinyl, in a 60% yield indicating a preference for the flipped heme orientation in the starting material. The work suggests that the His-heme modification will be applicable to the design of proteins with a non-dissociable heme group.


Subject(s)
Bacterial Proteins/chemistry , Heme/chemistry , Histidine/chemistry , Plant Proteins/chemistry , Protein Engineering , Protoporphyrins/chemistry , Truncated Hemoglobins/chemistry , Amino Acid Substitution , Bacterial Proteins/genetics , Chlamydomonas/chemistry , Escherichia coli/genetics , Escherichia coli/metabolism , Gene Expression , Models, Molecular , Mutagenesis, Site-Directed , Plant Proteins/genetics , Protein Structure, Secondary , Protein Structure, Tertiary , Recombinant Proteins/chemistry , Recombinant Proteins/genetics , Synechococcus/chemistry , Synechocystis/chemistry , Truncated Hemoglobins/genetics
10.
Biochemistry ; 53(28): 4573-89, 2014 Jul 22.
Article in English | MEDLINE | ID: mdl-24964018

ABSTRACT

The nuclear genome of the model organism Chlamydomonas reinhardtii contains genes for a dozen hemoglobins of the truncated lineage. Of those, THB1 is known to be expressed, but the product and its function have not yet been characterized. We present mutagenesis, optical, and nuclear magnetic resonance data for the recombinant protein and show that at pH near neutral in the absence of added ligand, THB1 coordinates the heme iron with the canonical proximal histidine and a distal lysine. In the cyanomet state, THB1 is structurally similar to other known truncated hemoglobins, particularly the heme domain of Chlamydomonas eugametos LI637, a light-induced chloroplastic hemoglobin. Recombinant THB1 is capable of binding nitric oxide (NO(•)) in either the ferric or ferrous state and has efficient NO(•) dioxygenase activity. By using different C. reinhardtii strains and growth conditions, we demonstrate that the expression of THB1 is under the control of the NIT2 regulatory gene and that the hemoglobin is linked to the nitrogen assimilation pathway.


Subject(s)
Chlamydomonas reinhardtii/metabolism , Chloroplast Proteins/biosynthesis , Gene Expression Regulation, Plant/physiology , Hemoglobins/biosynthesis , Lysine/metabolism , Nitrogen/metabolism , Chlamydomonas reinhardtii/chemistry , Chlamydomonas reinhardtii/genetics , Chloroplast Proteins/chemistry , Heme/chemistry , Heme/metabolism , Hemoglobins/chemistry , Hemoglobins/genetics , Hydrogen-Ion Concentration , Lysine/chemistry , Nitric Oxide/chemistry , Nitric Oxide/metabolism , Nitrogen/chemistry
11.
Chem Biodivers ; 9(9): 1703-17, 2012 Sep.
Article in English | MEDLINE | ID: mdl-22976963

ABSTRACT

The hemoglobin from the cyanobacterium Synechococcus sp. PCC 7002 (GlbN) contains three tyrosines (Tyr5, Tyr22, and Tyr53), each of which undergoes a structural rearrangement when the protein binds an exogenous ligand such as cyanide. We explored the use of 3-fluorotyrosine and (19)F-NMR spectroscopy for the characterization of GlbN. Assignment of (19)F resonances in fluorinated GlbN (GlbN*) was achieved with individual Tyr5Phe and Tyr53Phe replacements. We observed marked variations in chemical shift and linewidth reflecting the dependence of structural and dynamic properties on oxidation state, ligation state, and covalent attachment of the heme group. The isoelectronic complexes of ferric GlbN* with cyanide and ferrous GlbN* with carbon monoxide gave contrasting spectra, the latter exhibiting heterogeneity and enhanced internal motions on a microsecond-to-millisecond time scale. The strength of the H-bond network involving Tyr22 (B10) and bound cyanide was tested at high pH. 3-Fluorotyrosine at position 22 had a pK(a) value at least 3 units higher than its intrinsic value, 8.5. In addition, evidence was found for long-range communication among the tyrosine sites. These observations demonstrated the utility of the 3-fluorotyrosine approach to gain insight in hemoglobin properties.


Subject(s)
Bacterial Proteins/chemistry , Hemoglobins/chemistry , Magnetic Resonance Spectroscopy , Synechococcus/chemistry , Truncated Hemoglobins/chemistry , Tyrosine/analogs & derivatives , Bacterial Proteins/metabolism , Hemoglobins/metabolism , Models, Molecular , Synechococcus/metabolism , Truncated Hemoglobins/metabolism , Tyrosine/chemistry
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