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1.
Appl Environ Microbiol ; 82(8): 2494-2505, 2016 Apr.
Article in English | MEDLINE | ID: mdl-26896141

ABSTRACT

Managing ecosystems to maintain biodiversity may be one approach to ensuring their dynamic stability, productivity, and delivery of vital services. The applicability of this approach to industrial ecosystems that harness the metabolic activities of microbes has been proposed but has never been tested at relevant scales. We used a tag-sequencing approach with bacterial small subunit rRNA (16S) genes and eukaryotic internal transcribed spacer 2 (ITS2) to measuring the taxonomic composition and diversity of bacteria and eukaryotes in an open pond managed for bioenergy production by microalgae over a year. Periods of high eukaryotic diversity were associated with high and more-stable biomass productivity. In addition, bacterial diversity and eukaryotic diversity were inversely correlated over time, possibly due to their opposite responses to temperature. The results indicate that maintaining diverse communities may be essential to engineering stable and productive bioenergy ecosystems using microorganisms.


Subject(s)
Bacteria/growth & development , Biota , Eukaryota/growth & development , Industrial Microbiology , Water Microbiology , Bacteria/classification , Bacteria/genetics , Cluster Analysis , DNA, Ribosomal/chemistry , DNA, Ribosomal/genetics , DNA, Ribosomal Spacer/chemistry , DNA, Ribosomal Spacer/genetics , Eukaryota/classification , Eukaryota/genetics , Phylogeny , RNA, Ribosomal, 16S/genetics , Sequence Analysis, DNA
2.
Nucleic Acids Res ; 42(17): e136, 2014.
Article in English | MEDLINE | ID: mdl-25074377

ABSTRACT

Inspired by the developments of synthetic biology and the need for improved genetic tools to exploit cyanobacteria for the production of renewable bioproducts, we developed a versatile platform for the construction of broad-host-range vector systems. This platform includes the following features: (i) an efficient assembly strategy in which modules released from 3 to 4 donor plasmids or produced by polymerase chain reaction are assembled by isothermal assembly guided by short GC-rich overlap sequences. (ii) A growing library of molecular devices categorized in three major groups: (a) replication and chromosomal integration; (b) antibiotic resistance; (c) functional modules. These modules can be assembled in different combinations to construct a variety of autonomously replicating plasmids and suicide plasmids for gene knockout and knockin. (iii) A web service, the CYANO-VECTOR assembly portal, which was built to organize the various modules, facilitate the in silico construction of plasmids, and encourage the use of this system. This work also resulted in the construction of an improved broad-host-range replicon derived from RSF1010, which replicates in several phylogenetically distinct strains including a new experimental model strain Synechocystis sp. WHSyn, and the characterization of nine antibiotic cassettes, four reporter genes, four promoters, and a ribozyme-based insulator in several diverse cyanobacterial strains.


Subject(s)
Cyanobacteria/genetics , Genetic Vectors , Plasmids/genetics , Biotechnology/methods , Computer Simulation , Drug Resistance, Microbial/genetics , Gene Targeting , Genes, Reporter , Replicon , Synthetic Biology/methods
3.
Biochem J ; 452(3): 489-97, 2013 Jun 15.
Article in English | MEDLINE | ID: mdl-23495665

ABSTRACT

Successful colonization and survival in variable environments require a competitive advantage during the initial growth phase after experiencing nutrient changes. Starved yeast cells anticipate exposure to glucose by activating the Hxt5p (hexose transporter 5) glucose transporter, which provides an advantage during early phases after glucose resupply. cAMP and glucose FRET (fluorescence resonance energy transfer) sensors were used to identify three signalling pathways that co-operate in the anticipatory Hxt5p activity in glucose-starved cells: as expected the Snf1 (sucrose nonfermenting 1) AMP kinase pathway, but, surprisingly, the sugar-dependent G-protein-coupled Gpr1 (G-protein-coupled receptor 1)/cAMP/PKA (protein kinase A) pathway and the Pho85 (phosphate metabolism 85)/Plc (phospholipase C) 6/7 pathway. Gpr1/cAMP/PKA are key elements of a G-protein-coupled sugar response pathway that produces a transient cAMP peak to induce growth-related genes. A novel function of the Gpr1/cAMP/PKA pathway was identified in glucose-starved cells: during starvation the Gpr1/cAMP/PKA pathway is required to maintain Hxt5p activity in the absence of glucose-induced cAMP spiking. During starvation, cAMP levels remain low triggering expression of HXT5, whereas cAMP spiking leads to a shift to the high capacity Hxt isoforms.


Subject(s)
Cyclic AMP/chemistry , Glucose/metabolism , Monosaccharide Transport Proteins/physiology , Saccharomyces cerevisiae Proteins/physiology , Saccharomyces cerevisiae/physiology , Adenylate Kinase/physiology , Biological Transport, Active , Cyclic AMP/physiology , Monosaccharide Transport Proteins/metabolism , Saccharomyces cerevisiae Proteins/metabolism , Signal Transduction/physiology
4.
Plant J ; 74(4): 545-56, 2013 May.
Article in English | MEDLINE | ID: mdl-23521393

ABSTRACT

Fluorescent proteins (FPs) have become essential tools for a growing number of fields in biology. However, such tools have not been widely adopted for use in microalgal research. The aim of this study was to express and compare six FPs (blue mTagBFP, cyan mCerulean, green CrGFP, yellow Venus, orange tdTomato and red mCherry) in the popular model microalga Chlamydomonas reinhardtii. To circumvent the transgene silencing that often occurs in C. reinhardtii, the FPs were expressed from the nuclear genome as transcriptional fusions with the sh-ble antibiotic resistance gene, with the foot and mouth disease virus 2A self-cleaving sequence placed between the coding sequences. All ble-2A-FPs tested are well-expressed and efficiently processed to yield mature, unfused FPs that localize throughout the cytoplasm. The fluorescence signals of each FP were detectable in whole cells by fluorescence microplate reader analysis, live-cell fluorescence microscopy, and flow cytometry. Furthermore, we report a comparative analysis of fluorescence levels relative to auto-fluorescence for the chosen FPs. Finally, we demonstrate that the ble-2A expression vector may be used to fluorescently label an endogenous protein (α-tubulin). We show that the mCerulean-α-tubulin fusion protein localizes to the cytoskeleton and flagella, as expected, and that cells containing this fusion protein had normal cellular function. Overall, our results indicate that, by use of the ble-2A nuclear expression construct, a wide array of FP tools and technologies may be applied to microalgal research, opening up many possibilities for microalgal biology and biotechnology.


Subject(s)
Bacterial Proteins/genetics , Chlamydomonas reinhardtii/genetics , Genetic Vectors/genetics , Luminescent Proteins/genetics , Viral Proteins/genetics , Algal Proteins/genetics , Algal Proteins/metabolism , Bacterial Proteins/metabolism , Cell Nucleus/genetics , Cell Nucleus/metabolism , Chlamydomonas reinhardtii/cytology , Chlamydomonas reinhardtii/metabolism , Cytoplasm/metabolism , Cytoskeleton/metabolism , Flagella/metabolism , Flow Cytometry , Gene Expression , Genes, Reporter , Immunoblotting , Luminescent Proteins/metabolism , Microscopy, Fluorescence , Recombinant Fusion Proteins , Transformation, Genetic , Transgenes , Tubulin/genetics , Tubulin/metabolism , Viral Proteins/metabolism
5.
Nat Protoc ; 6(11): 1806-17, 2011 Oct 27.
Article in English | MEDLINE | ID: mdl-22036883

ABSTRACT

Optical sensors allow dynamic quantification of metabolite levels with subcellular resolution. Here we describe protocols for analyzing cytosolic glucose levels in yeast using genetically encoded Förster resonance energy transfer (FRET) sensors. FRET glucose sensors with different glucose affinities (K(d)) covering the low nano- to mid- millimolar range can be targeted genetically to the cytosol or to subcellular compartments. The sensors detect the glucose-induced conformational change in the bacterial periplasmic glucose/galactose binding protein MglB using FRET between two fluorescent protein variants. Measurements can be performed with a single sensor or multiple sensors in parallel. In one approach, cytosolic glucose accumulation is measured in yeast cultures in a 96-well plate using a fluorimeter. Upon excitation of the cyan fluorescent protein (CFP), emission intensities of CFP and YFP (yellow fluorescent protein) are captured before and after glucose addition. FRET sensors provide temporally resolved quantitative data of glucose for the compartment of interest. In a second approach, reversible changes of cytosolic free glucose are measured in individual yeast cells trapped in a microfluidic platform, allowing perfusion of different solutions while FRET changes are monitored in a microscope setup. By using the microplate fluorimeter protocol, 96 cultures can be measured in less than 1 h; analysis of single cells of a single genotype can be completed in <2 h. FRET-based analysis has been performed with glucose, maltose, ATP and zinc sensors, and it can easily be adapted for high-throughput screening using a wide spectrum of sensors.


Subject(s)
Cytosol/metabolism , Fluorescence Resonance Energy Transfer/instrumentation , Fluorescence Resonance Energy Transfer/methods , Saccharomyces cerevisiae/cytology , Saccharomyces cerevisiae/metabolism , Dose-Response Relationship, Drug , Fluorescence , Glucose/metabolism , Glucose/pharmacology , Time Factors
6.
J Exp Bot ; 62(8): 2495-506, 2011 May.
Article in English | MEDLINE | ID: mdl-21504877

ABSTRACT

Plant microRNAs (miRNAs) play crucial regulatory roles in various developmental processes. In this study, we characterize the miRNA profile of the shoot apical meristem (SAM) of an important legume crop, soybean, by integrating high-throughput sequencing data with miRNA microarray analysis. A total of 8423 non-redundant sRNAs were obtained from two libraries derived from micro-dissected SAM or mature leaf tissue. Sequence analysis allowed the identification of 32 conserved miRNA families as well as 8 putative novel miRNAs. Subsequent miRNA profiling with microarrays verified the expression of the majority of these conserved and novel miRNAs. It is noteworthy that several miRNAs* were expressed at a level similar to or higher than their corresponding mature miRNAs in SAM or mature leaf, suggesting a possible biological function for the star species. In situ hybridization analysis revealed a distinct spatial localization pattern for a conserved miRNA, miR166, and its star speciessuggesting that they serve different roles in regulating leaf development. Furthermore, localization studies showed that a novel soybean miRNA, miR4422a, was nuclear-localized. This study also indicated a novel expression pattern of miR390 in soybean. Our approach identified potential key regulators and provided vital spatial information towards understanding the regulatory circuits in the SAM of soybean during shoot development.


Subject(s)
Glycine max/genetics , Meristem/genetics , MicroRNAs/genetics , Base Sequence , Conserved Sequence/genetics , Gene Expression Regulation, Plant , In Situ Hybridization , Meristem/ultrastructure , MicroRNAs/metabolism , Molecular Sequence Data , Plant Leaves/genetics , RNA, Messenger/genetics , RNA, Messenger/metabolism , RNA, Plant/genetics , RNA, Plant/metabolism , Sequence Analysis, DNA , Glycine max/ultrastructure
7.
Proteomics ; 11(9): 1707-19, 2011 May.
Article in English | MEDLINE | ID: mdl-21438152

ABSTRACT

The root apical meristem (RAM) is responsible for the growth of the plant root system. Because of the importance of root architecture in the performance of crop plants, we established a proteome reference map of the soybean root apex and compared this with the proteome of the differentiated root zone. The root apex samples contained the apical 1 mm of the root, comprising the RAM, quiescent center and root cap. We identified 342 protein spots from 550 excised proteins (∼62%) of root apex samples by MALDI-TOF MS/MS analysis. All these proteins were also present in the differentiated root, but differed in abundance. Functional classification showed that the most numerous protein categories represented in the root were those of stress response, glycolysis, redox homeostasis and protein processing. Using DIGE, we identified 73 differentially accumulated proteins between root apex and differentiated root. Proteins overrepresented in the root apex belonged primarily to the pathways for protein synthesis and processing, cell redox homeostasis and flavonoid biosynthesis. Proteins underrepresented in the root apex were those of glycolysis, tricarboxylic acid metabolism and stress response. Our results highlight the importance of stress and defense response, redox control and flavonoid metabolism in the root apex.


Subject(s)
Glycine max/metabolism , Plant Proteins/analysis , Plant Roots/metabolism , Proteome/analysis , Proteomics/methods , Cell Differentiation , Electrophoresis, Gel, Two-Dimensional , Meristem/cytology , Meristem/metabolism , Microscopy, Fluorescence , Plant Proteins/metabolism , Plant Roots/cytology , Protein Isoforms/analysis , Protein Isoforms/metabolism , Proteome/metabolism , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/methods
8.
Funct Plant Biol ; 38(6): 451-461, 2011 Jun.
Article in English | MEDLINE | ID: mdl-32480900

ABSTRACT

Soybean (Glycine max L.), a major legume crop, is important to human nutrition and is a source of animal feed. Similar to many legumes, a key feature of the soybean is its symbiotic association with soil bacteria that fix atmospheric nitrogen. However, knowledge of the gene expression of its root system, particularly the root meristematic region, is limited. Here, we have addressed this by investigating the gene expression profile of the soybean root tip, using soybean Affymetrix chips containing 37500 probe sets (Affymetrix Inc.) and have compared this expression profile with that of the nonmeristematic tissue. We identified a total of 5012 upregulated and 4136 downregulated genes in the soybean root tip. Among the upregulated genes, 559 showed strong preferential expression in the root tip, indicating that they are likely to be associated with root apical meristem specificity and root tip function. Genes involved in membrane transport, defence signalling and metabolism were upregulated in the soybean root tip. Further, our data provide a resource of novel target genes for further studies involving root development and biology, and will possibly have a positive impact on future crop breeding.

9.
Biochem J ; 432(2): 399-406, 2010 Dec 01.
Article in English | MEDLINE | ID: mdl-20854260

ABSTRACT

Precise and dynamic measurement of intracellular metabolite levels has been hampered by difficulties in differentiating between adsorbed and imported fractions and the subcellular distribution between cytosol, endomembrane compartments and mitochondria. In the present study, genetically encoded FRET (Förster resonance energy transfer)-based sensors were deployed for dynamic measurements of free cytosolic glucose and ATP with varying external supply and in glucose-transport mutants. Moreover, by using the FRET sensors in a microfluidic platform, we were able to monitor in vivo changes of intracellular free glucose in individual yeast cells. We demonstrate the suitability of the FRET sensors for gaining physiological insight by demonstrating that free intracellular glucose and ATP levels are reduced in a hxt5Δ hexose-transporter mutant compared with wild-type and other hxtΔ strains.


Subject(s)
Adenosine Triphosphate/metabolism , Cytosol/metabolism , Glucose/metabolism , Biosensing Techniques , DNA Primers , Energy Metabolism , Environmental Monitoring/methods , Environmental Monitoring/standards , Fluorescence Resonance Energy Transfer , Kinetics , Microscopy, Confocal , Monosaccharide Transport Proteins/genetics , Monosaccharide Transport Proteins/metabolism , Mutagenesis, Site-Directed , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/metabolism , Saccharomyces cerevisiae Proteins/genetics , Saccharomyces cerevisiae Proteins/metabolism , Subcellular Fractions/metabolism
10.
BMC Plant Biol ; 9: 25, 2009 Mar 06.
Article in English | MEDLINE | ID: mdl-19265555

ABSTRACT

BACKGROUND: Pollen, the male partner in the reproduction of flowering plants, comprises either two or three cells at maturity. The current knowledge of the pollen transcriptome is limited to the model plant systems Arabidopsis thaliana and Oryza sativa which have tri-cellular pollen grains at maturity. Comparative studies on pollen of other genera, particularly crop plants, are needed to understand the pollen gene networks that are subject to functional and evolutionary conservation. In this study, we used the Affymetrix Soybean GeneChip to perform transcriptional profiling on mature bi-cellular soybean pollen. RESULTS: Compared to the sporophyte transcriptome, the soybean pollen transcriptome revealed a restricted and unique repertoire of genes, with a significantly greater proportion of specifically expressed genes than is found in the sporophyte tissue. Comparative analysis shows that, among the 37,500 soybean transcripts addressed in this study, 10,299 transcripts (27.46%) are expressed in pollen. Of the pollen-expressed sequences, about 9,489 (92.13%) are also expressed in sporophytic tissues, and 810 (7.87%) are selectively expressed in pollen. Overall, the soybean pollen transcriptome shows an enrichment of transcription factors (mostly zinc finger family proteins), signal recognition receptors, transporters, heat shock-related proteins and members of the ubiquitin proteasome proteolytic pathway. CONCLUSION: This is the first report of a soybean pollen transcriptional profile. These data extend our current knowledge regarding regulatory pathways that govern the gene regulation and development of pollen. A comparison between transcription factors up-regulated in soybean and those in Arabidopsis revealed some divergence in the numbers and kinds of regulatory proteins expressed in both species.


Subject(s)
Gene Expression Profiling , Glycine max/genetics , Pollen/genetics , Gene Expression Regulation, Developmental , Gene Expression Regulation, Plant , Genes, Plant , Genome, Plant , Heat-Shock Proteins/genetics , Oligonucleotide Array Sequence Analysis , Plant Proteins/genetics , RNA, Plant/genetics , Signal Transduction/genetics , Transcription Factors/genetics , Ubiquitin/genetics , Up-Regulation
11.
Plant Mol Biol ; 69(6): 711-27, 2009 Apr.
Article in English | MEDLINE | ID: mdl-19115044

ABSTRACT

The shoot apical meristem (SAM) contains undifferentiated stem cells that are responsible for the initiation of above-ground organs. The nature of genetic programs and the regulatory networks underlying SAM function in a major legume crop, soybean was investigated here. We used soybean GeneChip (containing 37,744 probe sets) to examine the transcript profiles associated with micro-dissected, actively growing SAMs or growth arrested axillary meristems (AMs) experiencing apical dominance, in comparison to that of non-meristem (NM) tissue. A total of 1,090 and 1,523 transcripts were identified to be significantly up- or down-regulated in the SAM in comparison to the NM. RT-PCR and in situ hybridization analysis were also carried out to verify the experimental approach. The resulting gene expression profiles point to the combinatorial role of diverse regulatory pathways including those associated with cell division and proliferation, epigenetic regulation, auxin-mediated responses and microRNA regulation in meristem function. In situ hybridization analysis on selected transcripts has implicated their roles in SAM maintenance and the establishment of organ polarity. We also identified a gene, ANGUSITFOLIA3 that could potentially serve as a novel marker for differentiating cells in the meristem. Computational analysis on the promoter regions of Arabidopsis thaliana orthologs of genes with high expression in the soybean SAM revealed a conserved over-representation of three cis-acting regulatory motifs. Our data show that plant meristems possess a unique transcriptional profile, with shared "molecular signatures" in apical and axillary meristems providing a rich source of novel target genes for further studies into a fundamental process that impacts plant growth and crop productivity.


Subject(s)
Gene Expression Profiling , Genome, Plant/genetics , Glycine max/genetics , Meristem/genetics , Plant Shoots/genetics , Arabidopsis/genetics , Cell Division , Cell Proliferation , Gene Expression Regulation, Plant , In Situ Hybridization , Meristem/cytology , Meristem/ultrastructure , Microscopy, Electron, Scanning , Oligonucleotide Array Sequence Analysis/methods , Plant Shoots/cytology , Plant Shoots/ultrastructure , Reverse Transcriptase Polymerase Chain Reaction , Glycine max/cytology , Glycine max/ultrastructure , Zea mays/genetics
12.
Science ; 313(5786): 496-9, 2006 Jul 28.
Article in English | MEDLINE | ID: mdl-16873660

ABSTRACT

In flowering plants, the male germline begins with an asymmetric division, after which one of the resulting cells, the generative cell, divides symmetrically to produce two sperm cells. We show here that the male germline is initiated by transcriptional control. We identify GRSF, germline-restrictive silencing factor, from the lily. GRSF is ubiquitous in nongerm cells and is absent from male germ cells. GRSF recognizes silencer sequences in promoters of genes specific to the germline, stably repressing these genes in cells that are not destined to become germ cells.


Subject(s)
Gene Expression Regulation, Plant , Germ Cells/cytology , Lilium/genetics , Plant Proteins/genetics , Repressor Proteins/metabolism , Silencer Elements, Transcriptional , Transcription, Genetic , Amino Acid Motifs , Arabidopsis/cytology , Arabidopsis/genetics , Arabidopsis/metabolism , Binding Sites , Cell Lineage , Cell Nucleus/metabolism , Chromatin Immunoprecipitation , Conserved Sequence , Gene Silencing , Genes, Plant , Germ Cells/metabolism , Lilium/cytology , Lilium/metabolism , Plant Proteins/chemistry , Plant Proteins/metabolism , Promoter Regions, Genetic , Recombinant Fusion Proteins , Repressor Proteins/chemistry , Repressor Proteins/genetics , Transformation, Genetic
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