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Perera IA, Abinandan S, R Subashchandrabose S, Venkateswarlu K, Naidu R, Megharaj M. Microalgal-bacterial consortia unveil distinct physiological changes to facilitate growth of microalgae. FEMS Microbiol Ecol 2021; 97:6105210. [PMID: 33476378 DOI: 10.1093/femsec/fiab012] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2020] [Accepted: 01/19/2021] [Indexed: 01/05/2023] Open
Abstract
Physiological changes that drive the microalgal-bacterial consortia are poorly understood so far. In the present novel study, we initially assessed five morphologically distinct microalgae for their ability in establishing consortia in Bold's basal medium with a bacterial strain, Variovorax paradoxus IS1, all isolated from wastewaters. Tetradesmus obliquus IS2 and Coelastrella sp. IS3 were further selected for gaining insights into physiological changes, including those of metabolomes in consortia involving V. paradoxus IS1. The distinct parameters investigated were pigments (chlorophyll a, b, and carotenoids), reactive oxygen species (ROS), lipids and metabolites that are implicated in major metabolic pathways. There was a significant increase (>1.2-fold) in pigments, viz., chlorophyll a, b and carotenoids, decrease in ROS and an enhanced lipid yield (>2-fold) in consortia than in individual cultures. In addition, the differential regulation of cellular metabolites such as sugars, amino acids, organic acids and phytohormones was distinct among the two microalgal-bacterial consortia. Our results thus indicate that the selected microalgal strains, T. obliquus IS2 and Coelastrella sp. IS3, developed efficient consortia with V. paradoxus IS1 by effecting the required physiological changes, including metabolomics. Such microalgal-bacterial consortia could largely be used in wastewater treatment and for production of value-added metabolites.
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Affiliation(s)
- Isiri Adhiwarie Perera
- Global Centre for Environmental Remediation (GCER), Faculty of Science, The University of Newcastle, ATC Building, Callaghan, NSW 2308, Australia
| | - Sudharsanam Abinandan
- Global Centre for Environmental Remediation (GCER), Faculty of Science, The University of Newcastle, ATC Building, Callaghan, NSW 2308, Australia.,Cooperative Research Centre for Contamination Assessment and Remediation of Environment (CRC CARE), The University of Newcastle, ATC Building, Callaghan, NSW 2308, Australia
| | - Suresh R Subashchandrabose
- Global Centre for Environmental Remediation (GCER), Faculty of Science, The University of Newcastle, ATC Building, Callaghan, NSW 2308, Australia
| | - Kadiyala Venkateswarlu
- Department of Microbiology, Sri Krishnadevaraya University, Anantapuramu 515003, Andhra Pradesh, India
| | - Ravi Naidu
- Global Centre for Environmental Remediation (GCER), Faculty of Science, The University of Newcastle, ATC Building, Callaghan, NSW 2308, Australia.,Cooperative Research Centre for Contamination Assessment and Remediation of Environment (CRC CARE), The University of Newcastle, ATC Building, Callaghan, NSW 2308, Australia
| | - Mallavarapu Megharaj
- Global Centre for Environmental Remediation (GCER), Faculty of Science, The University of Newcastle, ATC Building, Callaghan, NSW 2308, Australia.,Cooperative Research Centre for Contamination Assessment and Remediation of Environment (CRC CARE), The University of Newcastle, ATC Building, Callaghan, NSW 2308, Australia
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Wylot M, Whittaker DTE, Wren SAC, Bothwell JH, Hughes L, Griffin JL. Monitoring apoptosis in intact cells by high-resolution magic angle spinning 1 H NMR spectroscopy. NMR IN BIOMEDICINE 2021; 34:e4456. [PMID: 33398876 DOI: 10.1002/nbm.4456] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/10/2020] [Revised: 11/09/2020] [Accepted: 11/13/2020] [Indexed: 06/12/2023]
Abstract
Apoptosis maintains an equilibrium between cell proliferation and cell death. Many diseases, including cancer, develop because of defects in apoptosis. A known metabolic marker of apoptosis is a notable increase in 1 H NMR-observable resonances associated with lipids stored in lipid droplets. However, standard one-dimensional NMR experiments allow the quantification of lipid concentration only, without providing information about physical characteristics such as the size of lipid droplets, viscosity of the cytosol, or cytoskeletal rigidity. This additional information can improve monitoring of apoptosis-based cancer treatments in intact cells and provide us with mechanistic insight into why these changes occur. In this paper, we use high-resolution magic angle spinning (HRMAS) 1 H NMR spectroscopy to monitor lipid concentrations and apparent diffusion coefficients of mobile lipid in intact cells treated with the apoptotic agents cisplatin or etoposide. We also use solution-state NMR spectroscopy to study changes in lipid profiles of organic solvent cell extracts. Both NMR techniques show an increase in the concentration of lipids but the relative changes are 10 times larger by HRMAS 1 H NMR spectroscopy. Moreover, the apparent diffusion rates of lipids in apoptotic cells measured by HRMAS 1 H NMR spectroscopy decrease significantly as compared with control cells. Slower diffusion rates of mobile lipids in apoptotic cells correlate well with the formation of larger lipid droplets as observed by microscopy. We also compared the mean lipid droplet displacement values calculated from the two methods. Both methods showed shorter displacements of lipid droplets in apoptotic cells. Our results demonstrate that the NMR-based diffusion experiments on intact cells discriminate between control and apoptotic cells. Apparent diffusion measurements in conjunction with 1 H NMR spectroscopy-derived lipid signals provide a novel means of following apoptosis in intact cells. This method could have potential application in enhancing drug discovery by monitoring drug treatments in vitro, particularly for agents that cause portioning of lipids such as apoptosis.
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Affiliation(s)
- Marta Wylot
- Department of Biochemistry, University of Cambridge, Cambridge, UK
| | - David T E Whittaker
- Early Chemical Development, Pharmaceutical Sciences, R&D, AstraZeneca, Macclesfield, UK
| | - Stephen A C Wren
- New Modalities & Parenteral Development, Pharmaceutical Technology & Development, Operations, AstraZeneca, Macclesfield, UK
| | | | - Leslie Hughes
- New Modalities & Parenteral Development, Pharmaceutical Technology & Development, Operations, AstraZeneca, Macclesfield, UK
| | - Julian L Griffin
- Department of Biochemistry, University of Cambridge, Cambridge, UK
- Section of Biomolecular Medicine, Department of Metabolism, Digestion and Reproduction, Imperial College London, London, UK
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Steadman CR, Banerjee S, Kunde YA, Sanders CK, Marrone BL, Twary SN. Inhibition of DNA Methylation in Picochlorum soloecismus Alters Algae Productivity. Front Genet 2020; 11:560444. [PMID: 33193644 PMCID: PMC7593850 DOI: 10.3389/fgene.2020.560444] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2020] [Accepted: 09/03/2020] [Indexed: 12/28/2022] Open
Abstract
Eukaryotic organisms regulate the organization, structure, and accessibility of their genomes through chromatin remodeling that can be inherited as epigenetic modifications. These DNA and histone protein modifications are ultimately responsible for an organism's molecular adaptation to the environment, resulting in distinctive phenotypes. Epigenetic manipulation of algae holds yet untapped potential for the optimization of biofuel production and bioproduct formation; however, epigenetic machinery and modes-of-action have not been well characterized in algae. We sought to determine the extent to which the biofuel platform species Picochlorum soloecismus utilizes DNA methylation to regulate its genome. We found candidate genes with domains for DNA methylation in the P. soloecismus genome. Whole-genome bisulfite sequencing revealed DNA methylation in all three cytosine contexts (CpG, CHH, and CHG). While global DNA methylation is low overall (∼1.15%), it occurs in appreciable quantities (12.1%) in CpG dinucleotides in a bimodal distribution in all genomic contexts, though terminators contain the greatest number of CpG sites per kilobase. The P. soloecismus genome becomes hypomethylated during the growth cycle in response to nitrogen starvation. Algae cultures were treated daily across the growth cycle with 20 μM 5-aza-2'-deoxycytidine (5AZA) to inhibit propagation of DNA methylation in daughter cells. 5AZA treatment significantly increased optical density and forward and side scatter of cells across the growth cycle (16 days). This increase in cell size and complexity correlated with a significant increase (∼66%) in lipid accumulation. Site specific CpG DNA methylation was significantly altered with 5AZA treatment over the time course, though nitrogen starvation itself induced significant hypomethylation in CpG contexts. Genes involved in several biological processes, including fatty acid synthesis, had altered methylation ratios in response to 5AZA; we hypothesize that these changes are potentially responsible for the phenotype of early induction of carbon storage as lipids. This is the first report to utilize epigenetic manipulation strategies to alter algal physiology and phenotype. Collectively, these data suggest these strategies can be utilized to fine-tune metabolic responses, alter growth, and enhance environmental adaption of microalgae for desired outcomes.
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Affiliation(s)
- Christina R Steadman
- Los Alamos National Laboratory, Bioenergy and Biome Sciences, Los Alamos, NM, United States
| | - Shounak Banerjee
- Los Alamos National Laboratory, Bioenergy and Biome Sciences, Los Alamos, NM, United States
| | - Yuliya A Kunde
- Los Alamos National Laboratory, Bioenergy and Biome Sciences, Los Alamos, NM, United States
| | - Claire K Sanders
- Los Alamos National Laboratory, Bioenergy and Biome Sciences, Los Alamos, NM, United States
| | - Babetta L Marrone
- Los Alamos National Laboratory, Bioenergy and Biome Sciences, Los Alamos, NM, United States
| | - Scott N Twary
- Los Alamos National Laboratory, Bioenergy and Biome Sciences, Los Alamos, NM, United States
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Gaidarenko O, Sathoff C, Staub K, Huesemann MH, Vernet M, Hildebrand M. Timing is everything: Diel metabolic and physiological changes in the diatom Cyclotella cryptica grown in simulated outdoor conditions. ALGAL RES 2019. [DOI: 10.1016/j.algal.2019.101598] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Tseng M, Bernhardt JR, Chila AE. Species interactions mediate thermal evolution. Evol Appl 2019; 12:1463-1474. [PMID: 31417627 PMCID: PMC6691212 DOI: 10.1111/eva.12805] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2018] [Revised: 03/30/2019] [Accepted: 04/14/2019] [Indexed: 12/11/2022] Open
Abstract
Understanding whether populations and communities can evolve fast enough to keep up with ongoing climate change is one of the most pressing issues in biology today. A growing number of studies have documented rapid evolutionary responses to warming, suggesting that populations may be able to persist despite temperature increases. The challenge now is to better understand how species interactions, which are ubiquitous in nature, mediate these population responses to warming. Here, we use laboratory natural selection experiments in a freshwater community to test hypotheses related to how thermal evolution of Daphnia pulex to two selection temperatures (12 and 18°C) is mediated by rapid thermal evolution of its algal resource (Scenedesmus obliquus) or by the presence of the zooplankton predator Chaoborus americanus. We found that cold-evolved algae (a high-quality resource) facilitated the evolution of increased thermal plasticity in Daphnia populations selected at 12°C, for both body size and per capita growth rates (r). Conversely, warm-evolved algae facilitated the evolution of increased r thermal plasticity for Daphnia selected at 18°C. Lastly, we found that the effect of selection temperature on evolved Daphnia body size was more pronounced when Daphnia were also reared with predators. These data demonstrate that trait evolution of a focal population to the thermal environment can be affected by both bottom-up and top-down species interactions and that rapid temperature evolution of a resource can have cascading effects on consumer thermal evolution. Our study highlights the importance of incorporating species interactions when estimating ecological and evolutionary responses of populations and communities to ongoing temperature warming.
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Affiliation(s)
- M. Tseng
- Departments of Botany and Zoology, Biodiversity Research CentreUniversity of British ColumbiaVancouverBritish ColumbiaCanada
| | - Joey R. Bernhardt
- EawagSwiss Federal Institute of Aquatic Science and TechnologyDübendorfSwitzerland
| | - Alexander E. Chila
- Departments of Botany and Zoology, Biodiversity Research CentreUniversity of British ColumbiaVancouverBritish ColumbiaCanada
- Present address:
Department of BiologyUniversity of VictoriaVictoriaBritish ColumbiaCanada
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Bensalem S, Lopes F, Bodénès P, Pareau D, Français O, Le Pioufle B. Understanding the mechanisms of lipid extraction from microalga Chlamydomonas reinhardtii after electrical field solicitations and mechanical stress within a microfluidic device. BIORESOURCE TECHNOLOGY 2018; 257:129-136. [PMID: 29494840 DOI: 10.1016/j.biortech.2018.01.139] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/05/2017] [Revised: 01/29/2018] [Accepted: 01/30/2018] [Indexed: 05/12/2023]
Abstract
One way envisioned to overcome part of the issues biodiesel production encounters today is to develop a simple, economically viable and eco-friendly process for the extraction of lipids from microalgae. This study investigates the lipid extraction efficiency from the microalga Chlamydomonas reinhardtii as well as the underlying mechanisms. We propose a new methodology combining a pulsed electric field (PEF) application and mechanical stresses as a pretreatment to improve lipid extraction with solvents. Cells enriched in lipids are therefore submitted to electric field pulses creating pores on the cell membrane and then subjected to a mechanical stress by applying cyclic pressures on the cell wall (using a microfluidic device). Results showed an increase in lipid extraction when cells were pretreated by the combination of both methods. Microscopic observations showed that both pretreatments affect the cell structure. Finally, the dependency of solvent lipid extraction efficiency with the cell wall structure is discussed.
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Affiliation(s)
- Sakina Bensalem
- Ecole Normale Supérieure Paris Saclay, CNRS SATIE, Université Paris Saclay, 61 av du Pdt Wilson, 94230 Cachan, France; LGPM, EA 4038, CentraleSupélec, Université Paris Saclay, 3 rue Juliot Curie, 91190 Gif-sur-Yvette, France
| | - Filipa Lopes
- LGPM, EA 4038, CentraleSupélec, Université Paris Saclay, 3 rue Juliot Curie, 91190 Gif-sur-Yvette, France
| | - Pierre Bodénès
- Ecole Normale Supérieure Paris Saclay, CNRS SATIE, Université Paris Saclay, 61 av du Pdt Wilson, 94230 Cachan, France; LGPM, EA 4038, CentraleSupélec, Université Paris Saclay, 3 rue Juliot Curie, 91190 Gif-sur-Yvette, France
| | - Dominique Pareau
- LGPM, EA 4038, CentraleSupélec, Université Paris Saclay, 3 rue Juliot Curie, 91190 Gif-sur-Yvette, France
| | - Olivier Français
- ESIEE-Paris, ESYCOM EA 2552, Université Paris Est, 93160 Noisy Le Grand, France
| | - Bruno Le Pioufle
- Ecole Normale Supérieure Paris Saclay, CNRS SATIE, Université Paris Saclay, 61 av du Pdt Wilson, 94230 Cachan, France.
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Di Caprio F, Pagnanelli F, Wijffels RH, Van der Veen D. Quantification of Tetradesmus obliquus (Chlorophyceae) cell size and lipid content heterogeneity at single-cell level. JOURNAL OF PHYCOLOGY 2018; 54:187-197. [PMID: 29194643 DOI: 10.1111/jpy.12610] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/11/2017] [Accepted: 11/08/2017] [Indexed: 06/07/2023]
Abstract
Much of our current knowledge of microbial growth is obtained from studies at a population level. Driven by the realization that processes that operate within a population might influence a population's behavior, we sought to better understand Tetradesmus obliquus (formerly Scenedesmus obliquus) physiology at the cellular level. In this work, an accurate pretreatment method to quantitatively obtain single cells of T. obliquus, a coenobia-forming alga, is described. These single cells were examined by flow cytometry for triacylglycerol (TAG), chlorophyll, and protein content, and their cell sizes were recorded by coulter counter. We quantified heterogeneity of size and TAG content at single-cell level for a population of T. obliquus during a controlled standard batch cultivation. Unexpectedly, variability of TAG content per cell within the population increased throughout the batch run, up to 400 times in the final stage of the batch run, with values ranging from 0.25 to 99 pg · cell-1 . Two subpopulations, classified as having low or high TAG content per cell, were identified. Cell size also increased during batch growth with average values from 36 to 70 μm3 · cell-1 ; yet cell size variability increased only up to 16 times. Cell size and cellular TAG content were not correlated at the single-cell level. Our data show clearly that TAG production is affected by cell-to-cell variation, which suggests that its control and better understanding of the underlying processes may improve the productivity of T. obliquus for industrial processes such as biodiesel production.
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Affiliation(s)
- Fabrizio Di Caprio
- Department of Chemistry, Sapienza University of Rome, P.le Aldo Moro 5, 00185, Rome, Italy
| | - Francesca Pagnanelli
- Department of Chemistry, Sapienza University of Rome, P.le Aldo Moro 5, 00185, Rome, Italy
| | - Rene H Wijffels
- Bioprocess Engineering & AlgaePARC, Wageningen University and Research, P.O. Box 16, 6700 AA, Wageningen, The Netherlands
- Faculty of Bioscuences and Aquaculture, Nord University, N-8049, Bodø, Norway
| | - Douwe Van der Veen
- Bioprocess Engineering & AlgaePARC, Wageningen University and Research, P.O. Box 16, 6700 AA, Wageningen, The Netherlands
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