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Van Camp C, Fraikin C, Claverie E, Onderwater R, Wattiez R. Capsular polysaccharides and exopolysaccharides from Gloeothece verrucosa under various nitrogen regimes and their potential plant defence stimulation activity. ALGAL RES 2022. [DOI: 10.1016/j.algal.2022.102680] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022]
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2
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Polerecky L, Masuda T, Eichner M, Rabouille S, Vancová M, Kienhuis MVM, Bernát G, Bonomi-Barufi J, Campbell DA, Claquin P, Červený J, Giordano M, Kotabová E, Kromkamp J, Lombardi AT, Lukeš M, Prášil O, Stephan S, Suggett D, Zavřel T, Halsey KH. Temporal Patterns and Intra- and Inter-Cellular Variability in Carbon and Nitrogen Assimilation by the Unicellular Cyanobacterium Cyanothece sp. ATCC 51142. Front Microbiol 2021; 12:620915. [PMID: 33613489 PMCID: PMC7890256 DOI: 10.3389/fmicb.2021.620915] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2020] [Accepted: 01/11/2021] [Indexed: 12/05/2022] Open
Abstract
Unicellular nitrogen fixing cyanobacteria (UCYN) are abundant members of phytoplankton communities in a wide range of marine environments, including those with rapidly changing nitrogen (N) concentrations. We hypothesized that differences in N availability (N2 vs. combined N) would cause UCYN to shift strategies of intracellular N and C allocation. We used transmission electron microscopy and nanoscale secondary ion mass spectrometry imaging to track assimilation and intracellular allocation of 13C-labeled CO2 and 15N-labeled N2 or NO3 at different periods across a diel cycle in Cyanothece sp. ATCC 51142. We present new ideas on interpreting these imaging data, including the influences of pre-incubation cellular C and N contents and turnover rates of inclusion bodies. Within cultures growing diazotrophically, distinct subpopulations were detected that fixed N2 at night or in the morning. Additional significant within-population heterogeneity was likely caused by differences in the relative amounts of N assimilated into cyanophycin from sources external and internal to the cells. Whether growing on N2 or NO3, cells prioritized cyanophycin synthesis when N assimilation rates were highest. N assimilation in cells growing on NO3 switched from cyanophycin synthesis to protein synthesis, suggesting that once a cyanophycin quota is met, it is bypassed in favor of protein synthesis. Growth on NO3 also revealed that at night, there is a very low level of CO2 assimilation into polysaccharides simultaneous with their catabolism for protein synthesis. This study revealed multiple, detailed mechanisms underlying C and N management in Cyanothece that facilitate its success in dynamic aquatic environments.
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Affiliation(s)
- Lubos Polerecky
- Department of Earth Sciences, Utrecht University, Utrecht, Netherlands
| | - Takako Masuda
- Institute of Microbiology, Czech Academy of Sciences, Centre Algatech, Třeboň, Czechia
| | - Meri Eichner
- Institute of Microbiology, Czech Academy of Sciences, Centre Algatech, Třeboň, Czechia
- Max Planck Institute for Marine Microbiology, Bremen, Germany
| | - Sophie Rabouille
- Sorbonne Université, CNRS, Laboratoire d’Océanographie de Villefranche, Villefranche-sur-mer, France
- Sorbonne Université, CNRS, Laboratoire d’Océanographie Microbienne, Banyuls-sur-mer, France
| | - Marie Vancová
- Institute of Parasitology, Czech Academy of Sciences, Biology Centre, České Budějovice, Czechia
| | | | - Gabor Bernát
- Institute of Microbiology, Czech Academy of Sciences, Centre Algatech, Třeboň, Czechia
- Centre for Ecological Research, Balaton Limnological Institute, Tihany, Hungary
| | - Jose Bonomi-Barufi
- Botany Department, Federal University of Santa Catarina, Campus de Trindade, Florianópolis, Brazil
| | | | - Pascal Claquin
- Laboratoire de Biologie des Organismes et Ecosystèmes Aquatiques, FRE 2030, Muséum National d’Histoire Naturelle, CNRS, IRD, Sorbonne Université, Université de Caen Normandie, Normandie Université, Esplanade de la Paix, France
| | - Jan Červený
- Global Change Research Institute, Czech Academy of Sciences, Brno, Czechia
| | - Mario Giordano
- Institute of Microbiology, Czech Academy of Sciences, Centre Algatech, Třeboň, Czechia
- STU-UNIVPM Joint Algal Research Center, Marine Biology Institute, College of Sciences, Shantou University, Shantou, China
| | - Eva Kotabová
- Institute of Microbiology, Czech Academy of Sciences, Centre Algatech, Třeboň, Czechia
| | - Jacco Kromkamp
- NIOZ Royal Netherlands Institute for Sea Research and Utrecht University, Den Burg, Netherlands
| | | | - Martin Lukeš
- Institute of Microbiology, Czech Academy of Sciences, Centre Algatech, Třeboň, Czechia
| | - Ondrej Prášil
- Institute of Microbiology, Czech Academy of Sciences, Centre Algatech, Třeboň, Czechia
| | - Susanne Stephan
- Department Experimental Limnology, Leibniz-Institute of Freshwater Ecology and Inland Fisheries, Stechlin, Germany
- Department of Ecology, Berlin Institute of Technology, Berlin, Germany
| | - David Suggett
- University of Technology Sydney, Climate Change Cluster, Faculty of Science, Ultimo, NSW, Australia
| | - Tomas Zavřel
- Global Change Research Institute, Czech Academy of Sciences, Brno, Czechia
| | - Kimberly H. Halsey
- Department of Microbiology, Oregon State University, Corvallis, OR, United States
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3
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Sun Y, Huang F, Dykes GF, Liu LN. Diurnal Regulation of In Vivo Localization and CO 2-Fixing Activity of Carboxysomes in Synechococcus elongatus PCC 7942. Life (Basel) 2020; 10:E169. [PMID: 32872408 PMCID: PMC7555275 DOI: 10.3390/life10090169] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Revised: 08/23/2020] [Accepted: 08/27/2020] [Indexed: 12/13/2022] Open
Abstract
Carboxysomes are the specific CO2-fixing microcompartments in all cyanobacteria. Although it is known that the organization and subcellular localization of carboxysomes are dependent on external light conditions and are highly relevant to their functions, how carboxysome organization and function are actively orchestrated in natural diurnal cycles has remained elusive. Here, we explore the dynamic regulation of carboxysome positioning and carbon fixation in the model cyanobacterium Synechococcus elongatus PCC 7942 in response to diurnal light-dark cycles, using live-cell confocal imaging and Rubisco assays. We found that carboxysomes are prone to locate close to the central line along the short axis of the cell and exhibit a greater preference of polar distribution in the dark phase, coupled with a reduction in carbon fixation. Moreover, we show that deleting the gene encoding the circadian clock protein KaiA could lead to an increase in carboxysome numbers per cell and reduced portions of pole-located carboxysomes. Our study provides insight into the diurnal regulation of carbon fixation in cyanobacteria and the general cellular strategies of cyanobacteria living in natural habitat for environmental acclimation.
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Affiliation(s)
| | | | | | - Lu-Ning Liu
- Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool L69 7ZB, UK; (Y.S.); (F.H.); (G.F.D.)
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4
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Zorz JK, Sharp C, Kleiner M, Gordon PMK, Pon RT, Dong X, Strous M. A shared core microbiome in soda lakes separated by large distances. Nat Commun 2019; 10:4230. [PMID: 31530813 PMCID: PMC6748926 DOI: 10.1038/s41467-019-12195-5] [Citation(s) in RCA: 48] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2019] [Accepted: 08/16/2019] [Indexed: 11/25/2022] Open
Abstract
In alkaline soda lakes, concentrated dissolved carbonates establish productive phototrophic microbial mats. Here we show how microbial phototrophs and autotrophs contribute to this exceptional productivity. Amplicon and shotgun DNA sequencing data of microbial mats from four Canadian soda lakes indicate the presence of > 2,000 species of Bacteria and Eukaryotes. We recover metagenome-assembled-genomes for a core microbiome of < 100 abundant bacteria, present in all four lakes. Most of these are related to microbes previously detected in sediments of Asian alkaline lakes, showing that common selection principles drive community assembly from a globally distributed reservoir of alkaliphile biodiversity. Detection of > 7,000 proteins show how phototrophic populations allocate resources to specific processes and occupy complementary niches. Carbon fixation proceeds by the Calvin-Benson-Bassham cycle, in Cyanobacteria, Gammaproteobacteria, and, surprisingly, Gemmatimonadetes. Our study provides insight into soda lake ecology, as well as a template to guide efforts to engineer biotechnology for carbon dioxide conversion.
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Affiliation(s)
- Jackie K Zorz
- Department of Geoscience, University of Calgary, Calgary, AB, T2N 1N4, Canada.
| | - Christine Sharp
- Department of Geoscience, University of Calgary, Calgary, AB, T2N 1N4, Canada
| | - Manuel Kleiner
- Department of Plant and Microbial Biology, North Carolina State University, Raleigh, NC, 27695, USA
| | - Paul M K Gordon
- Centre for Health Genomics and Informatics, University of Calgary, Calgary, AB, T2N 2T9, Canada
| | - Richard T Pon
- Centre for Health Genomics and Informatics, University of Calgary, Calgary, AB, T2N 2T9, Canada
| | - Xiaoli Dong
- Department of Geoscience, University of Calgary, Calgary, AB, T2N 1N4, Canada
| | - Marc Strous
- Department of Geoscience, University of Calgary, Calgary, AB, T2N 1N4, Canada
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5
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Angel TE, Naylor BC, Price JC, Evans C, Szapacs M. Improved Sensitivity for Protein Turnover Quantification by Monitoring Immonium Ion Isotopologue Abundance. Anal Chem 2019; 91:9732-9740. [PMID: 31259532 DOI: 10.1021/acs.analchem.9b01329] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
We describe an analytical strategy allowing for the direct quantification of stable isotope label incorporation in newly synthesized proteins following administration of the stable isotope tracer deuterium oxide. We present a demonstration of coupling high-resolution mass spectrometry, metabolic stable isotope labeling, and MS/MS-based isotopologue quantification for the measurement of protein turnover. Stable isotope labeling with deuterium oxide, followed by immonium ion isotopologue quantification, is a more sensitive strategy for determining protein fractional synthesis rates compared to peptide centric mass isotopomer distribution analysis approaches when labeling time and/or stable isotope tracer exposure is limited and, as such, offers a great advantage for human studies.
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Affiliation(s)
- Thomas E Angel
- In-vitro/In-vivo Translation Platform Group , GlaxoSmithKline , 1250 S Collegeville Road , Collegeville , Pennsylvania 19426 , United States
| | - Bradley C Naylor
- Department of Chemistry and Biochemistry , Brigham Young University , Provo , Utah 84604 , United States
| | - John C Price
- Department of Chemistry and Biochemistry , Brigham Young University , Provo , Utah 84604 , United States
| | - Christopher Evans
- In-vitro/In-vivo Translation Platform Group , GlaxoSmithKline , 1250 S Collegeville Road , Collegeville , Pennsylvania 19426 , United States
| | - Matthew Szapacs
- In-vitro/In-vivo Translation Platform Group , GlaxoSmithKline , 1250 S Collegeville Road , Collegeville , Pennsylvania 19426 , United States
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6
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Sarkar D, Mueller TJ, Liu D, Pakrasi HB, Maranas CD. A diurnal flux balance model of Synechocystis sp. PCC 6803 metabolism. PLoS Comput Biol 2019; 15:e1006692. [PMID: 30677028 PMCID: PMC6364703 DOI: 10.1371/journal.pcbi.1006692] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2017] [Revised: 02/05/2019] [Accepted: 12/03/2018] [Indexed: 11/26/2022] Open
Abstract
Phototrophic organisms such as cyanobacteria utilize the sun's energy to convert atmospheric carbon dioxide into organic carbon, resulting in diurnal variations in the cell's metabolism. Flux balance analysis is a widely accepted constraint-based optimization tool for analyzing growth and metabolism, but it is generally used in a time-invariant manner with no provisions for sequestering different biomass components at different time periods. Here we present CycleSyn, a periodic model of Synechocystis sp. PCC 6803 metabolism that spans a 12-hr light/12-hr dark cycle by segmenting it into 12 Time Point Models (TPMs) with a uniform duration of two hours. The developed framework allows for the flow of metabolites across TPMs while inventorying metabolite levels and only allowing for the utilization of currently or previously produced compounds. The 12 TPMs allow for the incorporation of time-dependent constraints that capture the cyclic nature of cellular processes. Imposing bounds on reactions informed by temporally-segmented transcriptomic data enables simulation of phototrophic growth as a single linear programming (LP) problem. The solution provides the time varying reaction fluxes over a 24-hour cycle and the accumulation/consumption of metabolites. The diurnal rhythm of metabolic gene expression driven by the circadian clock and its metabolic consequences is explored. Predicted flux and metabolite pools are in line with published studies regarding the temporal organization of phototrophic growth in Synechocystis PCC 6803 paving the way for constructing time-resolved genome-scale models (GSMs) for organisms with a circadian clock. In addition, the metabolic reorganization that would be required to enable Synechocystis PCC 6803 to temporally separate photosynthesis from oxygen-sensitive nitrogen fixation is also explored using the developed model formalism.
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Affiliation(s)
- Debolina Sarkar
- Department of Chemical Engineering, Pennsylvania State University,
University Park, Pennsylvania, United States of America
| | - Thomas J. Mueller
- Department of Chemical Engineering, Pennsylvania State University,
University Park, Pennsylvania, United States of America
| | - Deng Liu
- Department of Biology, Washington University, St. Louis, Missouri, United
States of America
| | - Himadri B. Pakrasi
- Department of Biology, Washington University, St. Louis, Missouri, United
States of America
| | - Costas D. Maranas
- Department of Chemical Engineering, Pennsylvania State University,
University Park, Pennsylvania, United States of America
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7
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Aryal UK, Ding Z, Hedrick V, Sobreira TJP, Kihara D, Sherman LA. Analysis of Protein Complexes in the Unicellular Cyanobacterium Cyanothece ATCC 51142. J Proteome Res 2018; 17:3628-3643. [PMID: 30216071 DOI: 10.1021/acs.jproteome.8b00170] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
The unicellular cyanobacterium Cyanothece ATCC 51142 is capable of oxygenic photosynthesis and biological N2 fixation (BNF), a process highly sensitive to oxygen. Previous work has focused on determining protein expression levels under different growth conditions. A major gap of our knowledge is an understanding on how these expressed proteins are assembled into complexes and organized into metabolic pathways, an area that has not been thoroughly investigated. Here, we combined size-exclusion chromatography (SEC) with label-free quantitative mass spectrometry (MS) and bioinformatics to characterize many protein complexes from Cyanothece 51142 cells grown under a 12 h light-dark cycle. We identified 1386 proteins in duplicate biological replicates, and 64% of those proteins were identified as putative complexes. Pairwise computational prediction of protein-protein interaction (PPI) identified 74 822 putative interactions, of which 2337 interactions were highly correlated with published protein coexpressions. Many sequential glycolytic and TCA cycle enzymes were identified as putative complexes. We also identified many membrane complexes that contain cytoplasmic domains. Subunits of NDH-1 complex eluted in a fraction with an approximate mass of ∼669 kDa, and subunits composition revealed coexistence of distinct forms of NDH-1 complex subunits responsible for respiration, electron flow, and CO2 uptake. The complex form of the phycocyanin beta subunit was nonphosphorylated, and the monomer form was phosphorylated at Ser20, suggesting phosphorylation-dependent deoligomerization of the phycocyanin beta subunit. This study provides an analytical platform for future studies to reveal how these complexes assemble and disassemble as a function of diurnal and circadian rhythms.
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8
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Seaton DD, Graf A, Baerenfaller K, Stitt M, Millar AJ, Gruissem W. Photoperiodic control of the Arabidopsis proteome reveals a translational coincidence mechanism. Mol Syst Biol 2018; 14:e7962. [PMID: 29496885 PMCID: PMC5830654 DOI: 10.15252/msb.20177962] [Citation(s) in RCA: 46] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2017] [Revised: 01/22/2018] [Accepted: 01/30/2018] [Indexed: 12/28/2022] Open
Abstract
Plants respond to seasonal cues such as the photoperiod, to adapt to current conditions and to prepare for environmental changes in the season to come. To assess photoperiodic responses at the protein level, we quantified the proteome of the model plant Arabidopsis thaliana by mass spectrometry across four photoperiods. This revealed coordinated changes of abundance in proteins of photosynthesis, primary and secondary metabolism, including pigment biosynthesis, consistent with higher metabolic activity in long photoperiods. Higher translation rates in the day than the night likely contribute to these changes, via an interaction with rhythmic changes in RNA abundance. Photoperiodic control of protein levels might be greatest only if high translation rates coincide with high transcript levels in some photoperiods. We term this proposed mechanism "translational coincidence", mathematically model its components, and demonstrate its effect on the Arabidopsis proteome. Datasets from a green alga and a cyanobacterium suggest that translational coincidence contributes to seasonal control of the proteome in many phototrophic organisms. This may explain why many transcripts but not their cognate proteins exhibit diurnal rhythms.
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Affiliation(s)
- Daniel D Seaton
- SynthSys and School of Biological Sciences, University of Edinburgh, Edinburgh, UK
| | - Alexander Graf
- Department of Biology, Institute of Molecular Plant Biology, ETH Zurich, Zurich, Switzerland
| | - Katja Baerenfaller
- Department of Biology, Institute of Molecular Plant Biology, ETH Zurich, Zurich, Switzerland
| | - Mark Stitt
- System Regulation Group, Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, Germany
| | - Andrew J Millar
- SynthSys and School of Biological Sciences, University of Edinburgh, Edinburgh, UK
| | - Wilhelm Gruissem
- Department of Biology, Institute of Molecular Plant Biology, ETH Zurich, Zurich, Switzerland
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9
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Rohnke BA, Singh SP, Pattanaik B, Montgomery BL. RcaE-Dependent Regulation of Carboxysome Structural Proteins Has a Central Role in Environmental Determination of Carboxysome Morphology and Abundance in Fremyella diplosiphon. mSphere 2018; 3:e00617-17. [PMID: 29404416 PMCID: PMC5784247 DOI: 10.1128/msphere.00617-17] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2018] [Accepted: 01/08/2018] [Indexed: 11/20/2022] Open
Abstract
Carboxysomes are central to the carbon dioxide-concentrating mechanism (CCM) and carbon fixation in cyanobacteria. Although the structure is well understood, roles of environmental cues in the synthesis, positioning, and functional tuning of carboxysomes have not been systematically studied. Fremyella diplosiphon is a model cyanobacterium for assessing impacts of environmental light cues on photosynthetic pigmentation and tuning of photosynthetic efficiency during complementary chromatic acclimation (CCA), which is controlled by the photoreceptor RcaE. Given the central role of carboxysomes in photosynthesis, we investigated roles of light-dependent RcaE signaling in carboxysome structure and function. A ΔrcaE mutant exhibits altered carboxysome size and number, ccm gene expression, and carboxysome protein accumulation relative to the wild-type (WT) strain. Several Ccm proteins, including carboxysome shell proteins and core-nucleating factors, overaccumulate in ΔrcaE cells relative to WT cells. Additionally, levels of carboxysome cargo RuBisCO in the ΔrcaE mutant are lower than or unchanged from those in the WT strain. This shift in the ratios of carboxysome shell and nucleating components to the carboxysome cargo appears to drive carboxysome morphology and abundance dynamics. Carboxysomes are also occasionally mislocalized spatially to the periphery of spherical mutants within thylakoid membranes, suggesting that carboxysome positioning is impacted by cell shape. The RcaE photoreceptor links perception of external light cues to regulating carboxysome structure and function and, thus, to the cellular capacity for carbon fixation. IMPORTANCE Carboxysomes are proteinaceous subcellular compartments, or bacterial organelles, found in cyanobacteria that consist of a protein shell surrounding a core primarily composed of the enzyme ribulose-1,5-biphosphate carboxylase/oxygenase (RuBisCO) that is central to the carbon dioxide-concentrating mechanism (CCM) and carbon fixation. Whereas significant insights have been gained regarding the structure and synthesis of carboxysomes, limited attention has been given to how their size, abundance, and protein composition are regulated to ensure optimal carbon fixation in dynamic environments. Given the centrality of carboxysomes in photosynthesis, we provide an analysis of the role of a photoreceptor, RcaE, which functions in matching photosynthetic pigmentation to the external environment during complementary chromatic acclimation and thereby optimizing photosynthetic efficiency, in regulating carboxysome dynamics. Our data highlight a role for RcaE in perceiving external light cues and regulating carboxysome structure and function and, thus, in the cellular capacity for carbon fixation and organismal fitness.
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Affiliation(s)
- Brandon A. Rohnke
- Department of Energy—Plant Research Laboratory, Michigan State University, Plant Biology Laboratories, East Lansing, Michigan, USA
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, Michigan, USA
| | - Shailendra P. Singh
- Department of Energy—Plant Research Laboratory, Michigan State University, Plant Biology Laboratories, East Lansing, Michigan, USA
| | - Bagmi Pattanaik
- Department of Energy—Plant Research Laboratory, Michigan State University, Plant Biology Laboratories, East Lansing, Michigan, USA
| | - Beronda L. Montgomery
- Department of Energy—Plant Research Laboratory, Michigan State University, Plant Biology Laboratories, East Lansing, Michigan, USA
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, Michigan, USA
- Department of Microbiology & Molecular Genetics, Michigan State University, East Lansing, Michigan, USA
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10
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Ding DC, Wen YT, Tsai RK. Pigment epithelium-derived factor from ARPE19 promotes proliferation and inhibits apoptosis of human umbilical mesenchymal stem cells in serum-free medium. Exp Mol Med 2017; 49:e411. [PMID: 29244789 PMCID: PMC5750476 DOI: 10.1038/emm.2017.219] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2016] [Revised: 05/24/2017] [Accepted: 06/23/2017] [Indexed: 12/22/2022] Open
Abstract
Clinical expansion of mesenchymal stem cells (MSCs) is hampered by the lack of knowledge regarding how to prevent MSC apoptosis and promote their proliferation in serum-free medium. Our in vitro studies demonstrated that human umbilical cord MSCs (HUCMSCs) underwent apoptosis in the serum-free medium. When HUCMSCs were co-cultured with retinal pigment epithelial cells (ARPE19), however, HUCMSCs exhibited normal growth and morphology in serum-free medium. Their colony formation was promoted by the conditioned medium (CM) of ARPE19 cells on Matrigel. Proteomics analysis showed that pigment epithelium-derived factor (PEDF) was one of the most abundant extracellular proteins in the ARPE19 CM, whereas enzyme-linked immunosorbent assay confirmed that large amounts of PEDF was secreted from ARPE19 cells. Adding anti-PEDF-blocking antibodies to the co-culture of HUCMSCs with ARPE19 cells increased apoptosis of HUCMSCs. Conversely, treatment with PEDF significantly reduced apoptosis and increased proliferation of HUCMSCs in serum-free medium. PEDF was further demonstrated to exert this anti-apoptotic effect by inhibiting P53 expression to suppress caspase activation. In vivo studies demonstrated that co-injection of HUCMSCs with ARPE19 cells in immunocompromised NOD-SCID mice also increased survival and decreased apoptosis of HUCMSCs. PEDF also showed no negative effect on the mesoderm differentiation capability of HUCMSCs. In conclusion, this study is the first to demonstrate that PEDF promotes HUCMSC proliferation and protects them from apoptosis by reducing p53 expression in the serum-free medium. This study provides crucial information for clinical-scale expansion of HUCMSCs.
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Affiliation(s)
- Dah-Ching Ding
- Department of Obstetrics and Gynecology, Tzu Chi University, Hualien, Taiwan.,Institute of Medical Sciences, Tzu Chi University, Hualien, Taiwan
| | - Yao-Tseng Wen
- Institute of Eye Research, Buddhist Tzu Chi General Hospital, Tzu Chi University, Hualien, Taiwan
| | - Rong-Kung Tsai
- Institute of Medical Sciences, Tzu Chi University, Hualien, Taiwan.,Institute of Eye Research, Buddhist Tzu Chi General Hospital, Tzu Chi University, Hualien, Taiwan
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11
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Angeleri M, Muth-Pawlak D, Aro EM, Battchikova N. Study of O-Phosphorylation Sites in Proteins Involved in Photosynthesis-Related Processes in Synechocystis sp. Strain PCC 6803: Application of the SRM Approach. J Proteome Res 2016; 15:4638-4652. [DOI: 10.1021/acs.jproteome.6b00732] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- Martina Angeleri
- Molecular Plant Biology,
Department of Biochemistry, University of Turku, FI-20014 Turku, Finland
| | - Dorota Muth-Pawlak
- Molecular Plant Biology,
Department of Biochemistry, University of Turku, FI-20014 Turku, Finland
| | - Eva-Mari Aro
- Molecular Plant Biology,
Department of Biochemistry, University of Turku, FI-20014 Turku, Finland
| | - Natalia Battchikova
- Molecular Plant Biology,
Department of Biochemistry, University of Turku, FI-20014 Turku, Finland
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12
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Na S, Payne SH, Bandeira N. Multi-species Identification of Polymorphic Peptide Variants via Propagation in Spectral Networks. Mol Cell Proteomics 2016; 15:3501-3512. [PMID: 27609420 PMCID: PMC5098046 DOI: 10.1074/mcp.o116.060913] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2016] [Indexed: 11/25/2022] Open
Abstract
Peptide and protein identification remains challenging in organisms with poorly annotated or rapidly evolving genomes, as are commonly encountered in environmental or biofuels research. Such limitations render tandem mass spectrometry (MS/MS) database search algorithms ineffective as they lack corresponding sequences required for peptide-spectrum matching. We address this challenge with the spectral networks approach to (1) match spectra of orthologous peptides across multiple related species and then (2) propagate peptide annotations from identified to unidentified spectra. We here present algorithms to assess the statistical significance of spectral alignments (Align-GF), reduce the impurity in spectral networks, and accurately estimate the error rate in propagated identifications. Analyzing three related Cyanothece species, a model organism for biohydrogen production, spectral networks identified peptides from highly divergent sequences from networks with dozens of variant peptides, including thousands of peptides in species lacking a sequenced genome. Our analysis further detected the presence of many novel putative peptides even in genomically characterized species, thus suggesting the possibility of gaps in our understanding of their proteomic and genomic expression. A web-based pipeline for spectral networks analysis is available at http://proteomics.ucsd.edu/software.
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Affiliation(s)
- Seungjin Na
- From the ‡Dept. of Computer Science and Engineering, University of California, San Diego, La Jolla, California, 92093.,§Center for Computational Mass Spectrometry, University of California, San Diego, La Jolla, California, 92093
| | - Samuel H Payne
- ¶Pacific Northwest National Laboratory, Richland, Washington 99354
| | - Nuno Bandeira
- From the ‡Dept. of Computer Science and Engineering, University of California, San Diego, La Jolla, California, 92093; .,§Center for Computational Mass Spectrometry, University of California, San Diego, La Jolla, California, 92093.,‖Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, California, 92093
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13
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Waltman PH, Guo J, Reistetter EN, Purvine S, Ansong CK, van Baren MJ, Wong CH, Wei CL, Smith RD, Callister SJ, Stuart JM, Worden AZ. Identifying Aspects of the Post-Transcriptional Program Governing the Proteome of the Green Alga Micromonas pusilla. PLoS One 2016; 11:e0155839. [PMID: 27434306 PMCID: PMC4951065 DOI: 10.1371/journal.pone.0155839] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2016] [Accepted: 05/05/2016] [Indexed: 11/18/2022] Open
Abstract
Micromonas is a unicellular motile alga within the Prasinophyceae, a green algal group that is related to land plants. This picoeukaryote (<2 μm diameter) is widespread in the marine environment but is not well understood at the cellular level. Here, we examine shifts in mRNA and protein expression over the course of the day-night cycle using triplicated mid-exponential, nutrient replete cultures of Micromonas pusilla CCMP1545. Samples were collected at key transition points during the diel cycle for evaluation using high-throughput LC-MS proteomics. In conjunction, matched mRNA samples from the same time points were sequenced using pair-ended directional Illumina RNA-Seq to investigate the dynamics and relationship between the mRNA and protein expression programs of M. pusilla. Similar to a prior study of the marine cyanobacterium Prochlorococcus, we found significant divergence in the mRNA and proteomics expression dynamics in response to the light:dark cycle. Additionally, expressional responses of genes and the proteins they encoded could also be variable within the same metabolic pathway, such as we observed in the oxygenic photosynthesis pathway. A regression framework was used to predict protein levels from both mRNA expression and gene-specific sequence-based features. Several features in the genome sequence were found to influence protein abundance including codon usage as well as 3’ UTR length and structure. Collectively, our studies provide insights into the regulation of the proteome over a diel cycle as well as the relationships between transcriptional and translational programs in the widespread marine green alga Micromonas.
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Affiliation(s)
- Peter H. Waltman
- University of California at Santa Cruz, Baskin School of Engineering, Santa Cruz, California, 95064, United States of America
| | - Jian Guo
- Monterey Bay Aquarium Research Institute, Moss Landing, California, United States of America
| | - Emily Nahas Reistetter
- Monterey Bay Aquarium Research Institute, Moss Landing, California, United States of America
| | - Samuel Purvine
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, Washington, 99352, United States of America
| | - Charles K. Ansong
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, Washington, 99352, United States of America
| | - Marijke J. van Baren
- Monterey Bay Aquarium Research Institute, Moss Landing, California, United States of America
| | - Chee-Hong Wong
- U.S. Department of Energy (DOE) Joint Genome Institute (JGI), Walnut Creek, California, 94598, United States of America
| | - Chia-Lin Wei
- U.S. Department of Energy (DOE) Joint Genome Institute (JGI), Walnut Creek, California, 94598, United States of America
| | - Richard D. Smith
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, Washington, 99352, United States of America
| | - Stephen J. Callister
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, Washington, 99352, United States of America
- * E-mail: (SJC); (JMS); (AZW)
| | - Joshua M. Stuart
- University of California at Santa Cruz, Baskin School of Engineering, Santa Cruz, California, 95064, United States of America
- * E-mail: (SJC); (JMS); (AZW)
| | - Alexandra Z. Worden
- Monterey Bay Aquarium Research Institute, Moss Landing, California, United States of America
- University of California Santa Cruz, Department of Ocean Sciences, Santa Cruz, California, 95064, United States of America
- Integrated Microbial Biodiversity Program, Canadian Institute for Advanced Research, Toronto, Canada, M5G 1Z8
- * E-mail: (SJC); (JMS); (AZW)
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14
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Weisz DA, Gross ML, Pakrasi HB. The Use of Advanced Mass Spectrometry to Dissect the Life-Cycle of Photosystem II. FRONTIERS IN PLANT SCIENCE 2016; 7:617. [PMID: 27242823 PMCID: PMC4862242 DOI: 10.3389/fpls.2016.00617] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/05/2016] [Accepted: 04/22/2016] [Indexed: 05/23/2023]
Abstract
Photosystem II (PSII) is a photosynthetic membrane-protein complex that undergoes an intricate, tightly regulated cycle of assembly, damage, and repair. The available crystal structures of cyanobacterial PSII are an essential foundation for understanding PSII function, but nonetheless provide a snapshot only of the active complex. To study aspects of the entire PSII life-cycle, mass spectrometry (MS) has emerged as a powerful tool that can be used in conjunction with biochemical techniques. In this article, we present the MS-based approaches that are used to study PSII composition, dynamics, and structure, and review the information about the PSII life-cycle that has been gained by these methods. This information includes the composition of PSII subcomplexes, discovery of accessory PSII proteins, identification of post-translational modifications and quantification of their changes under various conditions, determination of the binding site of proteins not observed in PSII crystal structures, conformational changes that underlie PSII functions, and identification of water and oxygen channels within PSII. We conclude with an outlook for the opportunity of future MS contributions to PSII research.
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Affiliation(s)
- Daniel A. Weisz
- Department of Biology, Washington University in St. LouisSt. Louis, MO, USA
- Department of Chemistry, Washington University in St. LouisSt. Louis, MO, USA
| | - Michael L. Gross
- Department of Chemistry, Washington University in St. LouisSt. Louis, MO, USA
| | - Himadri B. Pakrasi
- Department of Biology, Washington University in St. LouisSt. Louis, MO, USA
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15
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Sun Y, Casella S, Fang Y, Huang F, Faulkner M, Barrett S, Liu LN. Light Modulates the Biosynthesis and Organization of Cyanobacterial Carbon Fixation Machinery through Photosynthetic Electron Flow. PLANT PHYSIOLOGY 2016; 171:530-41. [PMID: 26956667 PMCID: PMC4854705 DOI: 10.1104/pp.16.00107] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/22/2016] [Accepted: 03/06/2016] [Indexed: 05/08/2023]
Abstract
Cyanobacteria have evolved effective adaptive mechanisms to improve photosynthesis and CO2 fixation. The central CO2-fixing machinery is the carboxysome, which is composed of an icosahedral proteinaceous shell encapsulating the key carbon fixation enzyme, Rubisco, in the interior. Controlled biosynthesis and ordered organization of carboxysomes are vital to the CO2-fixing activity of cyanobacterial cells. However, little is known about how carboxysome biosynthesis and spatial positioning are physiologically regulated to adjust to dynamic changes in the environment. Here, we used fluorescence tagging and live-cell confocal fluorescence imaging to explore the biosynthesis and subcellular localization of β-carboxysomes within a model cyanobacterium, Synechococcus elongatus PCC7942, in response to light variation. We demonstrated that β-carboxysome biosynthesis is accelerated in response to increasing light intensity, thereby enhancing the carbon fixation activity of the cell. Inhibition of photosynthetic electron flow impairs the accumulation of carboxysomes, indicating a close coordination between β-carboxysome biogenesis and photosynthetic electron transport. Likewise, the spatial organization of carboxysomes in the cell correlates with the redox state of photosynthetic electron transport chain. This study provides essential knowledge for us to modulate the β-carboxysome biosynthesis and function in cyanobacteria. In translational terms, the knowledge is instrumental for design and synthetic engineering of functional carboxysomes into higher plants to improve photosynthesis performance and CO2 fixation.
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Affiliation(s)
- Yaqi Sun
- Institute of Integrative Biology, University of Liverpool, Liverpool L69 7ZB, United Kingdom (Y.S., S.C., Y.F., F.H., M.F., L.-N.L.); and Department of Physics, University of Liverpool, Liverpool L69 7ZE, United Kingdom (S.B.)
| | - Selene Casella
- Institute of Integrative Biology, University of Liverpool, Liverpool L69 7ZB, United Kingdom (Y.S., S.C., Y.F., F.H., M.F., L.-N.L.); and Department of Physics, University of Liverpool, Liverpool L69 7ZE, United Kingdom (S.B.)
| | - Yi Fang
- Institute of Integrative Biology, University of Liverpool, Liverpool L69 7ZB, United Kingdom (Y.S., S.C., Y.F., F.H., M.F., L.-N.L.); and Department of Physics, University of Liverpool, Liverpool L69 7ZE, United Kingdom (S.B.)
| | - Fang Huang
- Institute of Integrative Biology, University of Liverpool, Liverpool L69 7ZB, United Kingdom (Y.S., S.C., Y.F., F.H., M.F., L.-N.L.); and Department of Physics, University of Liverpool, Liverpool L69 7ZE, United Kingdom (S.B.)
| | - Matthew Faulkner
- Institute of Integrative Biology, University of Liverpool, Liverpool L69 7ZB, United Kingdom (Y.S., S.C., Y.F., F.H., M.F., L.-N.L.); and Department of Physics, University of Liverpool, Liverpool L69 7ZE, United Kingdom (S.B.)
| | - Steve Barrett
- Institute of Integrative Biology, University of Liverpool, Liverpool L69 7ZB, United Kingdom (Y.S., S.C., Y.F., F.H., M.F., L.-N.L.); and Department of Physics, University of Liverpool, Liverpool L69 7ZE, United Kingdom (S.B.)
| | - Lu-Ning Liu
- Institute of Integrative Biology, University of Liverpool, Liverpool L69 7ZB, United Kingdom (Y.S., S.C., Y.F., F.H., M.F., L.-N.L.); and Department of Physics, University of Liverpool, Liverpool L69 7ZE, United Kingdom (S.B.)
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16
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Mueller TJ, Welsh EA, Pakrasi HB, Maranas CD. Identifying Regulatory Changes to Facilitate Nitrogen Fixation in the Nondiazotroph Synechocystis sp. PCC 6803. ACS Synth Biol 2016; 5:250-8. [PMID: 26692191 DOI: 10.1021/acssynbio.5b00202] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
The incorporation of biological nitrogen fixation into a nondiazotrophic photosynthetic organism provides a promising solution to the increasing fixed nitrogen demand, but is accompanied by a number of challenges for accommodating two incompatible processes within the same organism. Here we present regulatory influence networks for two cyanobacteria, Synechocystis PCC 6803 and Cyanothece ATCC 51142, and evaluate them to co-opt native transcription factors that may be used to control the nif gene cluster once it is transferred to Synechocystis. These networks were further examined to identify candidate transcription factors for other metabolic processes necessary for temporal separation of photosynthesis and nitrogen fixation, glycogen catabolism and cyanophycin synthesis. Two transcription factors native to Synechocystis, LexA and Rcp1, were identified as promising candidates for the control of the nif gene cluster and other pertinent metabolic processes, respectively. Lessons learned in the incorporation of nitrogen fixation into a nondiazotrophic prokaryote may be leveraged to further progress the incorporation of nitrogen fixation in plants.
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Affiliation(s)
- Thomas J. Mueller
- Department
of Chemical Engineering, Pennsylvania State University, University Park, Pennsylvania 16801, United States
| | - Eric A. Welsh
- Cancer
Informatics Core, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida 33612, United States
| | - Himadri B. Pakrasi
- Department
of Energy, Environmental, and Chemical Engineering, Washington University, St. Louis, Missouri 63130, United States
- Department
of Biology, Washington University, St. Louis, Missouri 63130, United States
| | - Costas D. Maranas
- Department
of Chemical Engineering, Pennsylvania State University, University Park, Pennsylvania 16801, United States
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17
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Xiong Q, Chen Z, Ge F. Proteomic analysis of post translational modifications in cyanobacteria. J Proteomics 2016; 134:57-64. [DOI: 10.1016/j.jprot.2015.07.037] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2015] [Revised: 06/28/2015] [Accepted: 07/30/2015] [Indexed: 01/16/2023]
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18
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Cheah YE, Zimont AJ, Lunka SK, Albers SC, Park SJ, Reardon KF, Peebles CA. Diel light:dark cycles significantly reduce FFA accumulation in FFA producing mutants of Synechocystis sp. PCC 6803 compared to continuous light. ALGAL RES 2015. [DOI: 10.1016/j.algal.2015.10.014] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
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19
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Welkie D, Zhang X, Markillie ML, Taylor R, Orr G, Jacobs J, Bhide K, Thimmapuram J, Gritsenko M, Mitchell H, Smith RD, Sherman LA. Transcriptomic and proteomic dynamics in the metabolism of a diazotrophic cyanobacterium, Cyanothece sp. PCC 7822 during a diurnal light-dark cycle. BMC Genomics 2014; 15:1185. [PMID: 25547186 PMCID: PMC4320622 DOI: 10.1186/1471-2164-15-1185] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2014] [Accepted: 12/16/2014] [Indexed: 12/26/2022] Open
Abstract
Background Cyanothece sp. PCC 7822 is an excellent cyanobacterial model organism with great potential to be applied as a biocatalyst for the production of high value compounds. Like other unicellular diazotrophic cyanobacterial species, it has a tightly regulated metabolism synchronized to the light–dark cycle. Utilizing transcriptomic and proteomic methods, we quantified the relationships between transcription and translation underlying central and secondary metabolism in response to nitrogen free, 12 hour light and 12 hour dark conditions. Results By combining mass-spectrometry based proteomics and RNA-sequencing transcriptomics, we quantitatively measured a total of 6766 mRNAs and 1322 proteins at four time points across a 24 hour light–dark cycle. Photosynthesis, nitrogen fixation, and carbon storage relevant genes were expressed during the preceding light or dark period, concurrent with measured nitrogenase activity in the late light period. We describe many instances of disparity in peak mRNA and protein abundances, and strong correlation of light dependent expression of both antisense and CRISPR-related gene expression. The proteins for nitrogenase and the pentose phosphate pathway were highest in the dark, whereas those for glycolysis and the TCA cycle were more prominent in the light. Interestingly, one copy of the psbA gene encoding the photosystem II (PSII) reaction center protein D1 (psbA4) was highly upregulated only in the dark. This protein likely cannot catalyze O2 evolution and so may be used by the cell to keep PSII intact during N2 fixation. The CRISPR elements were found exclusively at the ends of the large plasmid and we speculate that their presence is crucial to the maintenance of this plasmid. Conclusions This investigation of parallel transcriptional and translational activity within Cyanothece sp. PCC 7822 provided quantitative information on expression levels of metabolic pathways relevant to engineering efforts. The identification of expression patterns for both mRNA and protein affords a basis for improving biofuel production in this strain and for further genetic manipulations. Expression analysis of the genes encoded on the 6 plasmids provided insight into the possible acquisition and maintenance of some of these extra-chromosomal elements. Electronic supplementary material The online version of this article (doi:10.1186/1471-2164-15-1185) contains supplementary material, which is available to authorized users.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | - Louis A Sherman
- Department of Biological Sciences, Purdue University, West Lafayette, IN, USA.
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20
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Wen YT, Wang JS, Tsai SH, Chuan CN, Wu JJ, Liao PC. Label-free proteomic analysis of environmental acidification-influenced Streptococcus pyogenes secretome reveals a novel acid-induced protein histidine triad protein A (HtpA) involved in necrotizing fasciitis. J Proteomics 2014; 109:90-103. [DOI: 10.1016/j.jprot.2014.06.026] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2013] [Revised: 06/11/2014] [Accepted: 06/26/2014] [Indexed: 10/25/2022]
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21
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Slade WO, Werth EG, Chao A, Hicks LM. Phosphoproteomics in photosynthetic organisms. Electrophoresis 2014; 35:3441-51. [PMID: 24825726 DOI: 10.1002/elps.201400154] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2014] [Revised: 04/18/2014] [Accepted: 04/29/2014] [Indexed: 02/04/2023]
Abstract
As primarily sessile organisms, photosynthetic species survive in dynamic environments by using elegant signaling pathways to manifest molecular responses to extracellular cues. These pathways exploit phosphorylation of specific amino acids (e.g. serine, threonine, tyrosine), which impact protein structure, function, and localization. Despite substantial progress in implementation of phosphoproteomics to understand photosynthetic organisms, researchers still struggle to translate a biological question into an experimental strategy and vice versa. This review evaluates the current status of phosphoproteomics in photosynthetic organisms and concludes with recommendations based on current knowledge.
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Affiliation(s)
- William O Slade
- Department of Chemistry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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22
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Hernández-Prieto MA, Semeniuk TA, Futschik ME. Toward a systems-level understanding of gene regulatory, protein interaction, and metabolic networks in cyanobacteria. Front Genet 2014; 5:191. [PMID: 25071821 PMCID: PMC4079066 DOI: 10.3389/fgene.2014.00191] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2014] [Accepted: 06/11/2014] [Indexed: 12/21/2022] Open
Abstract
Cyanobacteria are essential primary producers in marine ecosystems, playing an important role in both carbon and nitrogen cycles. In the last decade, various genome sequencing and metagenomic projects have generated large amounts of genetic data for cyanobacteria. This wealth of data provides researchers with a new basis for the study of molecular adaptation, ecology and evolution of cyanobacteria, as well as for developing biotechnological applications. It also facilitates the use of multiplex techniques, i.e., expression profiling by high-throughput technologies such as microarrays, RNA-seq, and proteomics. However, exploration and analysis of these data is challenging, and often requires advanced computational methods. Also, they need to be integrated into our existing framework of knowledge to use them to draw reliable biological conclusions. Here, systems biology provides important tools. Especially, the construction and analysis of molecular networks has emerged as a powerful systems-level framework, with which to integrate such data, and to better understand biological relevant processes in these organisms. In this review, we provide an overview of the advances and experimental approaches undertaken using multiplex data from genomic, transcriptomic, proteomic, and metabolomic studies in cyanobacteria. Furthermore, we summarize currently available web-based tools dedicated to cyanobacteria, i.e., CyanoBase, CyanoEXpress, ProPortal, Cyanorak, CyanoBIKE, and CINPER. Finally, we present a case study for the freshwater model cyanobacteria, Synechocystis sp. PCC6803, to show the power of meta-analysis, and the potential to extrapolate acquired knowledge to the ecologically important marine cyanobacteria genus, Prochlorococcus.
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Affiliation(s)
| | - Trudi A Semeniuk
- Systems Biology and Bioinformatics Laboratory, IBB-CBME, University of Algarve Faro, Portugal
| | - Matthias E Futschik
- Systems Biology and Bioinformatics Laboratory, IBB-CBME, University of Algarve Faro, Portugal ; Centre of Marine Sciences, University of Algarve Faro, Portugal
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23
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Aryal UK, Callister SJ, McMahon BH, McCue LA, Brown J, Stöckel J, Liberton M, Mishra S, Zhang X, Nicora CD, Angel TE, Koppenaal DW, Smith RD, Pakrasi HB, Sherman LA. Proteomic Profiles of Five Strains of Oxygenic Photosynthetic Cyanobacteria of the Genus Cyanothece. J Proteome Res 2014; 13:3262-76. [DOI: 10.1021/pr5000889] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Uma K. Aryal
- Pacific Northwest National Laboratory, Richland, Washington 99352, United States
| | - Stephen J. Callister
- Pacific Northwest National Laboratory, Richland, Washington 99352, United States
| | | | - Lee-Ann McCue
- Pacific Northwest National Laboratory, Richland, Washington 99352, United States
| | - Joseph Brown
- Pacific Northwest National Laboratory, Richland, Washington 99352, United States
| | - Jana Stöckel
- Department
of Biology, Washington University, St. Louis, Missouri 63130, United States
- MOgene Green Chemicals LC, St. Louis, Missouri 63132, United States
| | - Michelle Liberton
- Department
of Biology, Washington University, St. Louis, Missouri 63130, United States
| | - Sujata Mishra
- Department
of Biological Sciences, Purdue University, West Lafayette, Indiana 47907, United States
| | - Xiaohui Zhang
- Department
of Biological Sciences, Purdue University, West Lafayette, Indiana 47907, United States
| | - Carrie D. Nicora
- Pacific Northwest National Laboratory, Richland, Washington 99352, United States
| | - Thomas E. Angel
- Pacific Northwest National Laboratory, Richland, Washington 99352, United States
- Kinemed, Inc., Horton Street, Emeryville, California 94608, United States
| | - David W. Koppenaal
- Pacific Northwest National Laboratory, Richland, Washington 99352, United States
| | - Richard D. Smith
- Pacific Northwest National Laboratory, Richland, Washington 99352, United States
| | - Himadri B. Pakrasi
- Department
of Biology, Washington University, St. Louis, Missouri 63130, United States
| | - Louis A. Sherman
- Department
of Biological Sciences, Purdue University, West Lafayette, Indiana 47907, United States
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24
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Guerreiro ACL, Benevento M, Lehmann R, van Breukelen B, Post H, Giansanti P, Maarten Altelaar AF, Axmann IM, Heck AJR. Daily rhythms in the cyanobacterium synechococcus elongatus probed by high-resolution mass spectrometry-based proteomics reveals a small defined set of cyclic proteins. Mol Cell Proteomics 2014; 13:2042-55. [PMID: 24677030 DOI: 10.1074/mcp.m113.035840] [Citation(s) in RCA: 64] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Circadian rhythms are self-sustained and adjustable cycles, typically entrained with light/dark and/or temperature cycles. These rhythms are present in animals, plants, fungi, and several bacteria. The central mechanism behind these "pacemakers" and the connection to the circadian regulated pathways are still poorly understood. The circadian rhythm of the cyanobacterium Synechococcus elongatus PCC 7942 (S. elongatus) is highly robust and controlled by only three proteins, KaiA, KaiB, and KaiC. This central clock system has been extensively studied functionally and structurally and can be reconstituted in vitro. These characteristics, together with a relatively small genome (2.7 Mbp), make S. elongatus an ideal model system for the study of circadian rhythms. Different approaches have been used to reveal the influence of the central S. elongatus clock on rhythmic gene expression, rhythmic mRNA abundance, rhythmic DNA topology changes, and cell division. However, a global analysis of its proteome dynamics has not been reported yet. To uncover the variation in protein abundances during 48 h under light and dark cycles (12:12 h), we used quantitative proteomics, with TMT 6-plex isobaric labeling. We queried the S. elongatus proteome at 10 different time points spanning a single 24-h period, leading to 20 time points over the full 48-h period. Employing multidimensional separation and high-resolution mass spectrometry, we were able to find evidence for a total of 82% of the S. elongatus proteome. Of the 1537 proteins quantified over the time course of the experiment, only 77 underwent significant cyclic variations. Interestingly, our data provide evidence for in- and out-of-phase correlation between mRNA and protein levels for a set of specific genes and proteins. As a range of cyclic proteins are functionally not well annotated, this work provides a resource for further studies to explore the role of these proteins in the cyanobacterial circadian rhythm.
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Affiliation(s)
- Ana C L Guerreiro
- From the ‡Biomolecular Mass Spectrometry and Proteomics Group, Utrecht Institute for Pharmaceutical Sciences and Bijvoet Centre for Biomolecular Research, Utrecht University, Padualaan 8, 3584 CH Utrecht, The Netherlands; §Netherlands Proteomics Centre, Padualaan 8, 3584 CH Utrecht, The Netherlands
| | - Marco Benevento
- From the ‡Biomolecular Mass Spectrometry and Proteomics Group, Utrecht Institute for Pharmaceutical Sciences and Bijvoet Centre for Biomolecular Research, Utrecht University, Padualaan 8, 3584 CH Utrecht, The Netherlands; §Netherlands Proteomics Centre, Padualaan 8, 3584 CH Utrecht, The Netherlands
| | - Robert Lehmann
- ¶Institute for Theoretical Biology (ITB), Humboldt-Universitaet zu Berlin, Invalidenstrasse 43, D-10115 Berlin, Germany
| | - Bas van Breukelen
- From the ‡Biomolecular Mass Spectrometry and Proteomics Group, Utrecht Institute for Pharmaceutical Sciences and Bijvoet Centre for Biomolecular Research, Utrecht University, Padualaan 8, 3584 CH Utrecht, The Netherlands; §Netherlands Proteomics Centre, Padualaan 8, 3584 CH Utrecht, The Netherlands
| | - Harm Post
- From the ‡Biomolecular Mass Spectrometry and Proteomics Group, Utrecht Institute for Pharmaceutical Sciences and Bijvoet Centre for Biomolecular Research, Utrecht University, Padualaan 8, 3584 CH Utrecht, The Netherlands; §Netherlands Proteomics Centre, Padualaan 8, 3584 CH Utrecht, The Netherlands
| | - Piero Giansanti
- From the ‡Biomolecular Mass Spectrometry and Proteomics Group, Utrecht Institute for Pharmaceutical Sciences and Bijvoet Centre for Biomolecular Research, Utrecht University, Padualaan 8, 3584 CH Utrecht, The Netherlands; §Netherlands Proteomics Centre, Padualaan 8, 3584 CH Utrecht, The Netherlands
| | - A F Maarten Altelaar
- From the ‡Biomolecular Mass Spectrometry and Proteomics Group, Utrecht Institute for Pharmaceutical Sciences and Bijvoet Centre for Biomolecular Research, Utrecht University, Padualaan 8, 3584 CH Utrecht, The Netherlands; §Netherlands Proteomics Centre, Padualaan 8, 3584 CH Utrecht, The Netherlands;
| | - Ilka M Axmann
- ¶Institute for Theoretical Biology (ITB), Humboldt-Universitaet zu Berlin, Invalidenstrasse 43, D-10115 Berlin, Germany; **Institute for Synthetic Microbiology, Heinrich-Heine-Universitaet Duesseldorf, Universitaetsstrasse 1, D-40225 Duesseldorf, Germany
| | - Albert J R Heck
- From the ‡Biomolecular Mass Spectrometry and Proteomics Group, Utrecht Institute for Pharmaceutical Sciences and Bijvoet Centre for Biomolecular Research, Utrecht University, Padualaan 8, 3584 CH Utrecht, The Netherlands; §Netherlands Proteomics Centre, Padualaan 8, 3584 CH Utrecht, The Netherlands;
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25
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Alagesan S, Gaudana SB, Sinha A, Wangikar PP. Metabolic flux analysis of Cyanothece sp. ATCC 51142 under mixotrophic conditions. PHOTOSYNTHESIS RESEARCH 2013; 118:191-198. [PMID: 23954952 DOI: 10.1007/s11120-013-9911-5] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/26/2013] [Accepted: 08/06/2013] [Indexed: 06/02/2023]
Abstract
Cyanobacteria are a group of photosynthetic prokaryotes capable of utilizing solar energy to fix atmospheric carbon dioxide to biomass. Despite several "proof of principle" studies, low product yield is an impediment in commercialization of cyanobacteria-derived biofuels. Estimation of intracellular reaction rates by (13)C metabolic flux analysis ((13)C-MFA) would be a step toward enhancing biofuel yield via metabolic engineering. We report (13)C-MFA for Cyanothece sp. ATCC 51142, a unicellular nitrogen-fixing cyanobacterium, known for enhanced hydrogen yield under mixotrophic conditions. Rates of reactions in the central carbon metabolism under nitrogen-fixing and -non-fixing conditions were estimated by monitoring the competitive incorporation of (12)C and (13)C from unlabeled CO2 and uniformly labeled glycerol, respectively, into terminal metabolites such as amino acids. The observed labeling patterns suggest mixotrophic growth under both the conditions, with a larger fraction of unlabeled carbon in nitrate-sufficient cultures asserting a greater contribution of carbon fixation by photosynthesis and an anaplerotic pathway. Indeed, flux analysis complements the higher growth observed under nitrate-sufficient conditions. On the other hand, the flux through the oxidative pentose phosphate pathway and tricarboxylic acid cycle was greater in nitrate-deficient conditions, possibly to supply the precursors and reducing equivalents needed for nitrogen fixation. In addition, an enhanced flux through fructose-6-phosphate phosphoketolase possibly suggests the organism's preferred mode under nitrogen-fixing conditions. The (13)C-MFA results complement the reported predictions by flux balance analysis and provide quantitative insight into the organism's distinct metabolic features under nitrogen-fixing and -non-fixing conditions.
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Affiliation(s)
- Swathi Alagesan
- Department of Chemical Engineering, Indian Institute of Technology Bombay, Powai, Mumbai, 400076, India
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Proteome analyses of strains ATCC 51142 and PCC 7822 of the diazotrophic cyanobacterium Cyanothece sp. under culture conditions resulting in enhanced H₂ production. Appl Environ Microbiol 2012. [PMID: 23204418 DOI: 10.1128/aem.02864-12] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Cultures of the cyanobacterial genus Cyanothece have been shown to produce high levels of biohydrogen. These strains are diazotrophic and undergo pronounced diurnal cycles when grown under N(2)-fixing conditions in light-dark cycles. We seek to better understand the way in which proteins respond to these diurnal changes, and we performed quantitative proteome analysis of Cyanothece sp. strains ATCC 51142 and PCC 7822 grown under 8 different nutritional conditions. Nitrogenase expression was limited to N(2)-fixing conditions, and in the absence of glycerol, nitrogenase gene expression was linked to the dark period. However, glycerol induced expression of nitrogenase during part of the light period, together with cytochrome c oxidase (Cox), glycogen phosphorylase (Glp), and glycolytic and pentose phosphate pathway (PPP) enzymes. This indicated that nitrogenase expression in the light was facilitated via higher levels of respiration and glycogen breakdown. Key enzymes of the Calvin cycle were inhibited in Cyanothece ATCC 51142 in the presence of glycerol under H(2)-producing conditions, suggesting a competition between these sources of carbon. However, in Cyanothece PCC 7822, the Calvin cycle still played a role in cofactor recycling during H(2) production. Our data comprise the first comprehensive profiling of proteome changes in Cyanothece PCC 7822 and allow an in-depth comparative analysis of major physiological and biochemical processes that influence H(2) production in both strains. Our results revealed many previously uncharacterized proteins that may play a role in nitrogenase activity and in other metabolic pathways and may provide suitable targets for genetic manipulation that would lead to improvement of large-scale H(2) production.
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Coelho SM, Simon N, Ahmed S, Cock JM, Partensky F. Ecological and evolutionary genomics of marine photosynthetic organisms. Mol Ecol 2012; 22:867-907. [PMID: 22989289 DOI: 10.1111/mec.12000] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2012] [Revised: 07/10/2012] [Accepted: 07/15/2012] [Indexed: 01/05/2023]
Abstract
Environmental (ecological) genomics aims to understand the genetic basis of relationships between organisms and their abiotic and biotic environments. It is a rapidly progressing field of research largely due to recent advances in the speed and volume of genomic data being produced by next generation sequencing (NGS) technologies. Building on information generated by NGS-based approaches, functional genomic methodologies are being applied to identify and characterize genes and gene systems of both environmental and evolutionary relevance. Marine photosynthetic organisms (MPOs) were poorly represented amongst the early genomic models, but this situation is changing rapidly. Here we provide an overview of the recent advances in the application of ecological genomic approaches to both prokaryotic and eukaryotic MPOs. We describe how these approaches are being used to explore the biology and ecology of marine cyanobacteria and algae, particularly with regard to their functions in a broad range of marine ecosystems. Specifically, we review the ecological and evolutionary insights gained from whole genome and transcriptome sequencing projects applied to MPOs and illustrate how their genomes are yielding information on the specific features of these organisms.
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Affiliation(s)
- Susana M Coelho
- UPMC-Université Paris 06, Station Biologique de Roscoff, Roscoff, France.
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Waldbauer JR, Rodrigue S, Coleman ML, Chisholm SW. Transcriptome and proteome dynamics of a light-dark synchronized bacterial cell cycle. PLoS One 2012; 7:e43432. [PMID: 22952681 PMCID: PMC3430701 DOI: 10.1371/journal.pone.0043432] [Citation(s) in RCA: 121] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2012] [Accepted: 07/20/2012] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Growth of the ocean's most abundant primary producer, the cyanobacterium Prochlorococcus, is tightly synchronized to the natural 24-hour light-dark cycle. We sought to quantify the relationship between transcriptome and proteome dynamics that underlie this obligate photoautotroph's highly choreographed response to the daily oscillation in energy supply. METHODOLOGY/PRINCIPAL FINDINGS Using RNA-sequencing transcriptomics and mass spectrometry-based quantitative proteomics, we measured timecourses of paired mRNA-protein abundances for 312 genes every 2 hours over a light-dark cycle. These temporal expression patterns reveal strong oscillations in transcript abundance that are broadly damped at the protein level, with mRNA levels varying on average 2.3 times more than the corresponding protein. The single strongest observed protein-level oscillation is in a ribonucleotide reductase, which may reflect a defense strategy against phage infection. The peak in abundance of most proteins also lags that of their transcript by 2-8 hours, and the two are completely antiphase for some genes. While abundant antisense RNA was detected, it apparently does not account for the observed divergences between expression levels. The redirection of flux through central carbon metabolism from daytime carbon fixation to nighttime respiration is associated with quite small changes in relative enzyme abundances. CONCLUSIONS/SIGNIFICANCE Our results indicate that expression responses to periodic stimuli that are common in natural ecosystems (such as the diel cycle) can diverge significantly between the mRNA and protein levels. Protein expression patterns that are distinct from those of cognate mRNA have implications for the interpretation of transcriptome and metatranscriptome data in terms of cellular metabolism and its biogeochemical impact.
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Affiliation(s)
- Jacob R. Waldbauer
- Department of Civil and Environmental Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
- Joint Program in Chemical Oceanography, Woods Hole Oceanographic Institution and Massachusetts Institute of Technology, Cambridge Massachusetts, United States of America
| | - Sébastien Rodrigue
- Department of Civil and Environmental Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
| | - Maureen L. Coleman
- Department of Civil and Environmental Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
- Department of Biology, Massachusetts Institute of Technology, Cambridge Massachusetts, United States of America
| | - Sallie W. Chisholm
- Department of Civil and Environmental Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
- Department of Biology, Massachusetts Institute of Technology, Cambridge Massachusetts, United States of America
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Vu TT, Stolyar SM, Pinchuk GE, Hill EA, Kucek LA, Brown RN, Lipton MS, Osterman A, Fredrickson JK, Konopka AE, Beliaev AS, Reed JL. Genome-scale modeling of light-driven reductant partitioning and carbon fluxes in diazotrophic unicellular cyanobacterium Cyanothece sp. ATCC 51142. PLoS Comput Biol 2012; 8:e1002460. [PMID: 22529767 PMCID: PMC3329150 DOI: 10.1371/journal.pcbi.1002460] [Citation(s) in RCA: 69] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2011] [Accepted: 02/20/2012] [Indexed: 11/22/2022] Open
Abstract
Genome-scale metabolic models have proven useful for answering fundamental questions about metabolic capabilities of a variety of microorganisms, as well as informing their metabolic engineering. However, only a few models are available for oxygenic photosynthetic microorganisms, particularly in cyanobacteria in which photosynthetic and respiratory electron transport chains (ETC) share components. We addressed the complexity of cyanobacterial ETC by developing a genome-scale model for the diazotrophic cyanobacterium, Cyanothece sp. ATCC 51142. The resulting metabolic reconstruction, iCce806, consists of 806 genes associated with 667 metabolic reactions and includes a detailed representation of the ETC and a biomass equation based on experimental measurements. Both computational and experimental approaches were used to investigate light-driven metabolism in Cyanothece sp. ATCC 51142, with a particular focus on reductant production and partitioning within the ETC. The simulation results suggest that growth and metabolic flux distributions are substantially impacted by the relative amounts of light going into the individual photosystems. When growth is limited by the flux through photosystem I, terminal respiratory oxidases are predicted to be an important mechanism for removing excess reductant. Similarly, under photosystem II flux limitation, excess electron carriers must be removed via cyclic electron transport. Furthermore, in silico calculations were in good quantitative agreement with the measured growth rates whereas predictions of reaction usage were qualitatively consistent with protein and mRNA expression data, which we used to further improve the resolution of intracellular flux values. Cyanobacteria have been promoted as platforms for biofuel production due to their useful physiological properties such as photosynthesis, relatively rapid growth rates, ability to accumulate high amounts of intracellular compounds and tolerance to extreme environments. However, development of a computational model is an important step to synthesize biochemical, physiological and regulatory understanding of photoautotrophic metabolism (either qualitatively or quantitatively) at a systems level, to make metabolic engineering of these organisms tractable. When integrated with other genome-scale data (e.g., expression data), numerical simulations can provide experimentally testable predictions of carbon fluxes and reductant partitioning to different biosynthetic pathways and macromolecular synthesis. This work is the first to computationally explore the interactions between components of photosynthetic and respiratory systems in detail. In silico predictions obtained from model analysis provided insights into the effects of light quantity and quality upon fluxes through electron transport pathways, alternative pathways for reductant consumption and carbon metabolism. The model will not only serve as a platform to develop genome-scale metabolic models for other cyanobacteria, but also as an engineering tool for manipulation of photosynthetic microorganisms to improve biofuel production.
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Affiliation(s)
- Trang T. Vu
- Department of Chemical and Biological Engineering, University of Wisconsin- Madison, Madison, Wisconsin, United States of America
| | - Sergey M. Stolyar
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, Washington, United States of America
| | - Grigoriy E. Pinchuk
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, Washington, United States of America
| | - Eric A. Hill
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, Washington, United States of America
| | - Leo A. Kucek
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, Washington, United States of America
| | - Roslyn N. Brown
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, Washington, United States of America
| | - Mary S. Lipton
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, Washington, United States of America
| | - Andrei Osterman
- Burnham Institute for Medical Research, La Jolla, California, United States of America
| | - Jim K. Fredrickson
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, Washington, United States of America
| | - Allan E. Konopka
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, Washington, United States of America
| | - Alexander S. Beliaev
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, Washington, United States of America
- * E-mail: (ASB); (JLR)
| | - Jennifer L. Reed
- Department of Chemical and Biological Engineering, University of Wisconsin- Madison, Madison, Wisconsin, United States of America
- * E-mail: (ASB); (JLR)
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