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Johnson Z, Anderson D, Cheung MS, Bohutskyi P. Gene network centrality analysis identifies key regulators coordinating day-night metabolic transitions in Synechococcus elongatus PCC 7942 despite limited accuracy in predicting direct regulator-gene interactions. Front Microbiol 2025; 16:1569559. [PMID: 40207147 PMCID: PMC11979508 DOI: 10.3389/fmicb.2025.1569559] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2025] [Accepted: 03/07/2025] [Indexed: 04/11/2025] Open
Abstract
Synechococcus elongatus PCC 7942 is a model organism for studying circadian regulation and bioproduction, where precise temporal control of metabolism significantly impacts photosynthetic efficiency and CO2-to-bioproduct conversion. Despite extensive research on core clock components, our understanding of the broader regulatory network orchestrating genome-wide metabolic transitions remains incomplete. We address this gap by applying machine learning tools and network analysis to investigate the transcriptional architecture governing circadian-controlled gene expression. While our approach showed moderate accuracy in predicting individual transcription factor-gene interactions - a common challenge with real expression data - network-level topological analysis successfully revealed the organizational principles of circadian regulation. Our analysis identified distinct regulatory modules coordinating day-night metabolic transitions, with photosynthesis and carbon/nitrogen metabolism controlled by day-phase regulators, while nighttime modules orchestrate glycogen mobilization and redox metabolism. Through network centrality analysis, we identified potentially significant but previously understudied transcriptional regulators: HimA as a putative DNA architecture regulator, and TetR and SrrB as potential coordinators of nighttime metabolism, working alongside established global regulators RpaA and RpaB. This work demonstrates how network-level analysis can extract biologically meaningful insights despite limitations in predicting direct regulatory interactions. The regulatory principles uncovered here advance our understanding of how cyanobacteria coordinate complex metabolic transitions and may inform metabolic engineering strategies for enhanced photosynthetic bioproduction from CO2.
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Affiliation(s)
- Zachary Johnson
- Biological Sciences Division, Earth and Biological Sciences Directorate, Pacific Northwest National Laboratory, Richland, WA, United States
- Department of Biological Systems Engineering, Washington State University, Pullman, WA, United States
| | - David Anderson
- Biological Sciences Division, Earth and Biological Sciences Directorate, Pacific Northwest National Laboratory, Richland, WA, United States
| | - Margaret S. Cheung
- Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, WA, United States
- Department of Physics, University of Washington, Seattle, WA, United States
| | - Pavlo Bohutskyi
- Biological Sciences Division, Earth and Biological Sciences Directorate, Pacific Northwest National Laboratory, Richland, WA, United States
- Department of Biological Systems Engineering, Washington State University, Pullman, WA, United States
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2
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Ye C, Micklem CN, Saez T, Das AK, Martins BMC, Locke JCW. The cyanobacterial circadian clock couples to pulsatile processes using pulse amplitude modulation. Curr Biol 2024; 34:5796-5803.e6. [PMID: 39591971 DOI: 10.1016/j.cub.2024.10.047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Revised: 06/19/2024] [Accepted: 10/16/2024] [Indexed: 11/28/2024]
Abstract
Cellular processes are dynamic and often oscillatory, requiring precise coordination for optimal cell function.1,2,3,4,5,6,7 How distinct oscillatory processes can couple within a single cell remains an open question. Here, we use the cyanobacterial circadian clock8,9 as a model system to explore the coupling of oscillatory and pulsatile gene circuits. The cyanobacterial circadian clock generates 24-h oscillations in downstream targets10,11,12,13,14,15 to time processes across the day/night cycle.9,16,17,18,19,20,21,22 This timing is partly mediated by the clock's modulation of the activity of alternative sigma factors,14,23,24,25 which direct RNA polymerase to specific promoters.26 Using single-cell time-lapse microscopy and modeling, we find that the clock modulates the amplitude of expression pulses of the alternative sigma factor RpoD4, which occurs only at cell division. This pulse amplitude modulation (PAM), analogous to AM regulation in radio transmission,27 allows the clock to robustly generate a 24-h rhythm in rpoD4 expression despite rpoD4's pulsing frequency being non-circadian. By modulating cell division rates, we find that, as predicted by our model, PAM regulation generates the same 24-h period in rpoD4 pulse amplitude over a range of rpoD4 pulse frequencies. Furthermore, we identify a functional significance of rpoD4 expression levels: deletion of rpoD4 results in smaller cell sizes, whereas an increase in rpoD4 expression leads to larger cell sizes in a dose-dependent manner. Thus, our work reveals a link between the cell cycle, clock, and RpoD4 in cyanobacteria and suggests that PAM regulation can be a general mechanism for biological clocks to robustly modulate pulsatile downstream processes.
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Affiliation(s)
- Chao Ye
- Sainsbury Laboratory, University of Cambridge, Bateman Street, Cambridge CB2 1LR, UK; School of Life Sciences, University of Warwick, Gibbet Hill Road, Coventry CV4 7AL, UK
| | - Chris N Micklem
- Sainsbury Laboratory, University of Cambridge, Bateman Street, Cambridge CB2 1LR, UK
| | - Teresa Saez
- Sainsbury Laboratory, University of Cambridge, Bateman Street, Cambridge CB2 1LR, UK
| | - Arijit K Das
- Sainsbury Laboratory, University of Cambridge, Bateman Street, Cambridge CB2 1LR, UK
| | - Bruno M C Martins
- School of Life Sciences, University of Warwick, Gibbet Hill Road, Coventry CV4 7AL, UK.
| | - James C W Locke
- Sainsbury Laboratory, University of Cambridge, Bateman Street, Cambridge CB2 1LR, UK.
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3
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Luo Y, Imamitsu H, Tsurumaki T, Tanaka K. Structure of the SigF1-dependent pilA1 gene promoter and characterization of the light-activated response in the cyanobacterium Synechococcus elongatus PCC 7942. J GEN APPL MICROBIOL 2024; 70:n/a. [PMID: 38763756 DOI: 10.2323/jgam.2024.05.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/21/2024]
Abstract
In cyanobacteria that perform oxygenic photosynthesis, alternative sigma factors can play critical roles in environmental acclimation at the transcriptional initiation step. Here, we found in Synechococcus elongatus PCC 7942 that transcription of the pilA1 gene, encoding the type IV pilin, is dependent on one of the group 3 sigma factors, SigF1. We analyzed the promoter sequence determinants and proposed herein that the -10 and -35 boxes upstream of the transcriptional start site are critical for transcription. Interestingly, while the pilA1 promoter is activated by illumination, RNA polymerase containing SigF1 is already located on the promoter region under dark conditions, prior to illumination. This strongly suggests that promoter activation by light follows the recruitment of RNA polymerase during transcriptional initiation.
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Affiliation(s)
- Ying Luo
- Laboratory for Chemistry and Life Science, Institute of Innovative Research, Tokyo Institute of Technology
- School of Life Science and Technology, Tokyo Institute of Technology
| | - Hitomi Imamitsu
- Laboratory for Chemistry and Life Science, Institute of Innovative Research, Tokyo Institute of Technology
- School of Life Science and Technology, Tokyo Institute of Technology
| | - Tatsuhiro Tsurumaki
- Laboratory for Chemistry and Life Science, Institute of Innovative Research, Tokyo Institute of Technology
- School of Life Science and Technology, Tokyo Institute of Technology
- Centre Algatech, Institute of Microbiology of the Czech Academy of Sciences
| | - Kan Tanaka
- Laboratory for Chemistry and Life Science, Institute of Innovative Research, Tokyo Institute of Technology
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4
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Xu Y, Jabbur ML, Mori T, Young JD, Johnson CH. Clocking out and letting go to unleash green biotech applications in a photosynthetic host. Proc Natl Acad Sci U S A 2024; 121:e2318690121. [PMID: 38739791 PMCID: PMC11127020 DOI: 10.1073/pnas.2318690121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Accepted: 04/03/2024] [Indexed: 05/16/2024] Open
Abstract
Cyanobacteria are photosynthetic bacteria whose gene expression patterns are globally regulated by their circadian (daily) clocks. Due to their ability to use sunlight as their energy source, they are also attractive hosts for "green" production of pharmaceuticals, renewable fuels, and chemicals. However, despite the application of traditional genetic tools such as the identification of strong promoters to enhance the expression of heterologous genes, cyanobacteria have lagged behind other microorganisms such as Escherichia coli and yeast as economically efficient cell factories. The previous approaches have ignored large-scale constraints within cyanobacterial metabolic networks on transcription, predominantly the pervasive control of gene expression by the circadian (daily) clock. Here, we show that reprogramming gene expression by releasing circadian repressor elements in the transcriptional regulatory pathways coupled with inactivation of the central oscillating mechanism enables a dramatic enhancement of expression in cyanobacteria of heterologous genes encoding both catalytically active enzymes and polypeptides of biomedical significance.
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Affiliation(s)
- Yao Xu
- Department of Biological Sciences, Vanderbilt University, Nashville, TN37235
| | - Maria Luísa Jabbur
- Department of Biological Sciences, Vanderbilt University, Nashville, TN37235
| | - Tetsuya Mori
- Department of Biological Sciences, Vanderbilt University, Nashville, TN37235
| | - Jamey D. Young
- Department of Chemical and Biomolecular Engineering, Vanderbilt University, Nashville, TN37235
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5
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Bolay P, Dodge N, Janssen K, Jensen PE, Lindberg P. Tailoring regulatory components for metabolic engineering in cyanobacteria. PHYSIOLOGIA PLANTARUM 2024; 176:e14316. [PMID: 38686633 DOI: 10.1111/ppl.14316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Revised: 03/26/2024] [Accepted: 04/03/2024] [Indexed: 05/02/2024]
Abstract
The looming climate crisis has prompted an ever-growing interest in cyanobacteria due to their potential as sustainable production platforms for the synthesis of energy carriers and value-added chemicals from CO2 and sunlight. Nonetheless, cyanobacteria are yet to compete with heterotrophic systems in terms of space-time yields and consequently production costs. One major drawback leading to the low production performance observed in cyanobacteria is the limited ability to utilize the full capacity of the photosynthetic apparatus and its associated systems, i.e. CO2 fixation and the directly connected metabolism. In this review, novel insights into various levels of metabolic regulation of cyanobacteria are discussed, including the potential of targeting these regulatory mechanisms to create a chassis with a phenotype favorable for photoautotrophic production. Compared to conventional metabolic engineering approaches, minor perturbations of regulatory mechanisms can have wide-ranging effects.
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Affiliation(s)
- Paul Bolay
- Microbial Chemistry, Department of Chemistry - Ångström, Uppsala University, Uppsala, SE, Sweden
| | - Nadia Dodge
- Plant Based Foods and Biochemistry, Food Analytics and Biotechnology, Department of Food Science, University of Copenhagen, Denmark
| | - Kim Janssen
- Microbial Chemistry, Department of Chemistry - Ångström, Uppsala University, Uppsala, SE, Sweden
| | - Poul Erik Jensen
- Plant Based Foods and Biochemistry, Food Analytics and Biotechnology, Department of Food Science, University of Copenhagen, Denmark
| | - Pia Lindberg
- Microbial Chemistry, Department of Chemistry - Ångström, Uppsala University, Uppsala, SE, Sweden
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6
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Taton A, Gilderman TS, Ernst DC, Omaga CA, Cohen LA, Rey-Bedon C, Golden JW, Golden SS. Synechococcus elongatus Argonaute reduces natural transformation efficiency and provides immunity against exogenous plasmids. mBio 2023; 14:e0184323. [PMID: 37791787 PMCID: PMC10653904 DOI: 10.1128/mbio.01843-23] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Accepted: 08/11/2023] [Indexed: 10/05/2023] Open
Abstract
IMPORTANCE S. elongatus is an important cyanobacterial model organism for the study of its prokaryotic circadian clock, photosynthesis, and other biological processes. It is also widely used for genetic engineering to produce renewable biochemicals. Our findings reveal an SeAgo-based defense mechanism in S. elongatus against the horizontal transfer of genetic material. We demonstrate that deletion of the ago gene facilitates genetic studies and genetic engineering of S. elongatus.
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Affiliation(s)
- Arnaud Taton
- School of Biological Sciences, University of California, San Diego, La Jolla, California, USA
| | - Tami S. Gilderman
- School of Biological Sciences, University of California, San Diego, La Jolla, California, USA
| | - Dustin C. Ernst
- Center for Circadian Biology, University of California, San Diego, La Jolla, California, USA
| | - Carla A. Omaga
- Center for Circadian Biology, University of California, San Diego, La Jolla, California, USA
| | - Lucas A. Cohen
- School of Biological Sciences, University of California, San Diego, La Jolla, California, USA
| | - Camilo Rey-Bedon
- School of Biological Sciences, University of California, San Diego, La Jolla, California, USA
| | - James W. Golden
- School of Biological Sciences, University of California, San Diego, La Jolla, California, USA
| | - Susan S. Golden
- School of Biological Sciences, University of California, San Diego, La Jolla, California, USA
- Center for Circadian Biology, University of California, San Diego, La Jolla, California, USA
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7
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Fang M, Chavan AG, LiWang A, Golden SS. Synchronization of the circadian clock to the environment tracked in real time. Proc Natl Acad Sci U S A 2023; 120:e2221453120. [PMID: 36940340 PMCID: PMC10068778 DOI: 10.1073/pnas.2221453120] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Accepted: 02/08/2023] [Indexed: 03/22/2023] Open
Abstract
The circadian system of the cyanobacterium Synechococcus elongatus PCC 7942 relies on a three-protein nanomachine (KaiA, KaiB, and KaiC) that undergoes an oscillatory phosphorylation cycle with a period of ~24 h. This core oscillator can be reconstituted in vitro and is used to study the molecular mechanisms of circadian timekeeping and entrainment. Previous studies showed that two key metabolic changes that occur in cells during the transition into darkness, changes in the ATP/ADP ratio and redox status of the quinone pool, are cues that entrain the circadian clock. By changing the ATP/ADP ratio or adding oxidized quinone, one can shift the phase of the phosphorylation cycle of the core oscillator in vitro. However, the in vitro oscillator cannot explain gene expression patterns because the simple mixture lacks the output components that connect the clock to genes. Recently, a high-throughput in vitro system termed the in vitro clock (IVC) that contains both the core oscillator and the output components was developed. Here, we used IVC reactions and performed massively parallel experiments to study entrainment, the synchronization of the clock with the environment, in the presence of output components. Our results indicate that the IVC better explains the in vivo clock-resetting phenotypes of wild-type and mutant strains and that the output components are deeply engaged with the core oscillator, affecting the way input signals entrain the core pacemaker. These findings blur the line between input and output pathways and support our previous demonstration that key output components are fundamental parts of the clock.
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Affiliation(s)
- Mingxu Fang
- Center for Circadian Biology, University of California, San Diego, La Jolla, CA92093
| | - Archana G. Chavan
- School of Natural Sciences, University of California, Merced, CA95343
| | - Andy LiWang
- Center for Circadian Biology, University of California, San Diego, La Jolla, CA92093
- School of Natural Sciences, University of California, Merced, CA95343
- Department of Chemistry & Biochemistry, University of California, Merced, CA95343
| | - Susan S. Golden
- Center for Circadian Biology, University of California, San Diego, La Jolla, CA92093
- Department of Molecular Biology, University of California, San Diego, La Jolla, CA92093
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8
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Halotolerance, stress mechanisms, and circadian clock of salt-tolerant cyanobacteria. Appl Microbiol Biotechnol 2023; 107:1129-1141. [PMID: 36700967 DOI: 10.1007/s00253-023-12390-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Revised: 01/11/2023] [Accepted: 01/13/2023] [Indexed: 01/27/2023]
Abstract
Cyanobacteria harbor a high level of physiological flexibility, which enables them to reside in virtually all available environmental niches, including extreme environments. In this review, we summarize the recent advancements in stress mechanisms of salt-tolerant (a.k.a. halotolerant) cyanobacteria. Omics approaches have been extensively employed in recent years to decipher mechanisms of halotolerance and to understand the relevance of halotolerance-associated gene regulatory networks. The vast knowledge from genome mining disclosed that halotolerant cyanobacteria possess extended gene families and/or clusters, encoding enzymes that synthesize unique osmoprotectants, including glycine betaine (GB), betaine derivatives, and mycosporine-like amino acids (MAAs). Comprehensive transcriptomic analyses were conducted using Halothece sp. PCC7418 (hereafter referred to as Halothece), a cyanobacterium that exhibits remarkable halotolerance. These studies revealed a specific transcriptional response when Halothece was subjected to salt stress, whereas salt and osmotic stresses were found to share a common transcriptomic response. Transcriptome and metabolite analyses of Halothece illustrated a complex dynamic relationship between the biosyntheses of osmoprotectants, as well as corresponding and ancillary pathways. Lastly, novel insights highlight the relationship between the molecular regulation of the circadian rhythm and salt stress tolerance. Since the circadian rhythm of gene expression was distorted under salt stress, halotolerant cyanobacteria may prioritize the adaptation to salt stress by attenuation of circadian rhythmicity. KEY POINTS: • Recent advancements in the understanding of stress mechanisms in halotolerant cyanobacteria are described based on omics analyses. • Transcriptome and metabolite analyses of Halothece illustrated a complex dynamic relationship between the biosyntheses of osmoprotectants, as well as corresponding and ancillary pathways. • Since salt stress affects the molecular regulation among clock-related proteins, salt stress may attenuate circadian rhythmicity.
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9
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Shinde S, Singapuri S, Jiang Z, Long B, Wilcox D, Klatt C, Jones JA, Yuan JS, Wang X. Thermodynamics contributes to high limonene productivity in cyanobacteria. Metab Eng Commun 2022; 14:e00193. [PMID: 35145855 PMCID: PMC8801761 DOI: 10.1016/j.mec.2022.e00193] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2021] [Revised: 01/18/2022] [Accepted: 01/19/2022] [Indexed: 01/02/2023] Open
Abstract
Terpenoids are a large group of secondary metabolites with broad industrial applications. Engineering cyanobacteria is an attractive route for the sustainable production of commodity terpenoids. Currently, a major obstacle lies in the low productivity attained in engineered cyanobacterial strains. Traditional metabolic engineering to improve pathway kinetics has led to limited success in enhancing terpenoid productivity. In this study, we reveal thermodynamics as the main determinant for high limonene productivity in cyanobacteria. Through overexpressing the primary sigma factor, a higher photosynthetic rate was achieved in an engineered strain of Synechococcus elongatus PCC 7942. Computational modeling and wet lab analyses showed an increased flux toward both native carbon sink glycogen synthesis and the non-native limonene synthesis from photosynthate output. On the other hand, comparative proteomics showed decreased expression of terpene pathway enzymes, revealing their limited role in determining terpene flux. Lastly, growth optimization by enhancing photosynthesis has led to a limonene titer of 19 mg/L in 7 days with a maximum productivity of 4.3 mg/L/day. This study highlights the importance of enhancing photosynthesis and substrate input for the high productivity of secondary metabolic pathways, providing a new strategy for future terpenoid engineering in phototrophs. Pathway enzyme engineering marginally increases cyanobacterial terpene production. Sigma factor overexpression improves photosynthetic efficiency in cyanobacteria. Enhanced photosynthesis results in high limonene production in cyanobacteria. Enhanced photosynthesis provides high thermodynamic driving force for terpenes.
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Affiliation(s)
- Shrameeta Shinde
- Department of Microbiology, Miami University, Oxford, OH, 45056, USA
| | - Sonali Singapuri
- Department of Microbiology, Miami University, Oxford, OH, 45056, USA
| | - Zhenxiong Jiang
- Department of Microbiology, Miami University, Oxford, OH, 45056, USA
| | - Bin Long
- Synthetic and Systems Biology Innovation Hub, Department of Plant Pathology and Microbiology, Texas A&M University, College Station, TX, 77843, USA
| | - Danielle Wilcox
- Department of Microbiology, Miami University, Oxford, OH, 45056, USA
| | - Camille Klatt
- Department of Microbiology, Miami University, Oxford, OH, 45056, USA
| | - J. Andrew Jones
- Department of Chemical, Paper, and Biomedical Engineering, Miami University, Oxford, OH, 45056, USA
| | - Joshua S. Yuan
- Synthetic and Systems Biology Innovation Hub, Department of Plant Pathology and Microbiology, Texas A&M University, College Station, TX, 77843, USA
| | - Xin Wang
- Department of Microbiology, Miami University, Oxford, OH, 45056, USA
- Corresponding author.
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10
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Yadav I, Rautela A, Kumar S. Approaches in the photosynthetic production of sustainable fuels by cyanobacteria using tools of synthetic biology. World J Microbiol Biotechnol 2021; 37:201. [PMID: 34664124 DOI: 10.1007/s11274-021-03157-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2021] [Accepted: 09/29/2021] [Indexed: 10/20/2022]
Abstract
Cyanobacteria, photosynthetic prokaryotic microorganisms having a simple genetic composition are the prospective photoautotrophic cell factories for the production of a wide range of biofuel molecules. The simple genetic composition of cyanobacteria allows effortless genetic manipulation which leads to increased research endeavors from the synthetic biology approach. Various unicellular model cyanobacterial strains like Synechocystis sp. PCC 6803 and Synechococcus elongatus PCC 7942 have been successfully engineered for biofuels generation. Improved development of synthetic biology tools, genetic modification methods and advancement in transformation techniques to construct a strain that can contain multiple foreign genes in a single operon have vastly expanded the functions that can be used for engineering photosynthetic cyanobacteria for the generation of various biofuel molecules. In this review, recent advancements and approaches in synthetic biology tools used for cyanobacterial genome editing have been discussed. Apart from this, cyanobacterial productions of various fuel molecules like isoprene, limonene, α-farnesene, squalene, alkanes, butanol, and fatty acids, which can be a substitute for petroleum and fossil fuels in the future, have been elaborated.
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Affiliation(s)
- Indrajeet Yadav
- School of Biochemical Engineering, IIT (BHU) Varanasi, Varanasi, Uttar Pradesh, 221005, India
| | - Akhil Rautela
- School of Biochemical Engineering, IIT (BHU) Varanasi, Varanasi, Uttar Pradesh, 221005, India
| | - Sanjay Kumar
- School of Biochemical Engineering, IIT (BHU) Varanasi, Varanasi, Uttar Pradesh, 221005, India.
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11
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Kim P, Kaur M, Jang HI, Kim YI. The Circadian Clock-A Molecular Tool for Survival in Cyanobacteria. Life (Basel) 2020; 10:life10120365. [PMID: 33419320 PMCID: PMC7766417 DOI: 10.3390/life10120365] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Revised: 12/16/2020] [Accepted: 12/17/2020] [Indexed: 11/16/2022] Open
Abstract
Cyanobacteria are photosynthetic organisms that are known to be responsible for oxygenating Earth’s early atmosphere. Having evolved to ensure optimal survival in the periodic light/dark cycle on this planet, their genetic codes are packed with various tools, including a sophisticated biological timekeeping system. Among the cyanobacteria is Synechococcus elongatus PCC 7942, the simplest clock-harboring organism with a powerful genetic tool that enabled the identification of its intricate timekeeping mechanism. The three central oscillator proteins—KaiA, KaiB, and KaiC—drive the 24 h cyclic gene expression rhythm of cyanobacteria, and the “ticking” of the oscillator can be reconstituted inside a test tube just by mixing the three recombinant proteins with ATP and Mg2+. Along with its biochemical resilience, the post-translational rhythm of the oscillation can be reset through sensing oxidized quinone, a metabolite that becomes abundant at the onset of darkness. In addition, the output components pick up the information from the central oscillator, tuning the physiological and behavioral patterns and enabling the organism to better cope with the cyclic environmental conditions. In this review, we highlight our understanding of the cyanobacterial circadian clock and discuss how it functions as a molecular chronometer that readies the host for predictable changes in its surroundings.
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Affiliation(s)
- Pyonghwa Kim
- Department of Chemistry and Environmental Science, New Jersey Institute of Technology, Newark, NJ 07102, USA; (P.K.); (M.K.)
| | - Manpreet Kaur
- Department of Chemistry and Environmental Science, New Jersey Institute of Technology, Newark, NJ 07102, USA; (P.K.); (M.K.)
| | - Hye-In Jang
- School of Cosmetic Science and Beauty Biotechnology, Semyung University, Jecheon 27136, Korea
- Correspondence: (H.-I.J.); (Y.-I.K.)
| | - Yong-Ick Kim
- Department of Chemistry and Environmental Science, New Jersey Institute of Technology, Newark, NJ 07102, USA; (P.K.); (M.K.)
- Institute for Brain and Neuroscience Research, New Jersey Institute of Technology, Newark, NJ 07102, USA
- Correspondence: (H.-I.J.); (Y.-I.K.)
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12
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Srivastava A, Varshney RK, Shukla P. Sigma Factor Modulation for Cyanobacterial Metabolic Engineering. Trends Microbiol 2020; 29:266-277. [PMID: 33229204 DOI: 10.1016/j.tim.2020.10.012] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2020] [Revised: 10/25/2020] [Accepted: 10/26/2020] [Indexed: 11/18/2022]
Abstract
Sigma (σ) factors are key regulatory proteins that control the transcription initiation in prokaryotes. In response to environmental or developmental cues, σ factors initiate the transcription of necessary genes responsible for maintaining a life-sustaining metabolic balance. Due to the significant role of σ factors in bacterial metabolism, their rational engineering for commercial metabolite production in photoautotrophic, cyanobacterial cells is a desirable venture. As cyanobacterial genomes typically encode multiple σ factors, effective execution of metabolic engineering efforts largely relies on uncovering the complicated gene regulatory network and further characterization of the members of σ factor regulatory circuits. This review outlines the prospects of σ factor in metabolic engineering of cyanobacteria, summarizes the challenges in the path towards an efficient strain construction and highlights the genomic context of putative regulators of cyanobacterial σ factors.
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Affiliation(s)
- Amit Srivastava
- Department of Chemistry, Purdue University, West Lafayette, Indiana 47907, USA
| | - Rajeev K Varshney
- Center of Excellence in Genomics and Systems Biology, International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru, India
| | - Pratyoosh Shukla
- Enzyme Technology and Protein Bioinformatics Laboratory, Department of Microbiology, Maharshi Dayanand University, Rohtak-124001, Haryana, India.
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13
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Williams KM, Wang H, Paulsen MJ, Thakore AD, Rieck M, Lucian HJ, Grady F, Hironaka CE, Chien AJ, Farry JM, Shin HS, Jaatinen KJ, Eskandari A, Stapleton LM, Steele AN, Cohen JE, Woo YJ. Safety of photosynthetic Synechococcus elongatus for in vivo cyanobacteria-mammalian symbiotic therapeutics. Microb Biotechnol 2020; 13:1780-1792. [PMID: 32476224 PMCID: PMC7533327 DOI: 10.1111/1751-7915.13596] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2019] [Revised: 03/10/2020] [Accepted: 04/30/2020] [Indexed: 12/12/2022] Open
Abstract
The cyanobacterium Synechococcus elongatus (SE) has been shown to rescue ischaemic heart muscle after myocardial infarction by photosynthetic oxygen production. Here, we investigated SE toxicity and hypothesized that systemic SE exposure does not elicit a significant immune response in rats. Wistar rats intravenously received SE (n = 12), sterile saline (n = 12) or E. coli lipopolysaccharide (LPS, n = 4), and a subset (8 SE, 8 saline) received a repeat injection 4 weeks later. At baseline, 4 h, 24 h, 48 h, 8 days and 4 weeks after injection, clinical assessments, blood cultures, blood counts, lymphocyte phenotypes, liver function tests, proinflammatory cytokines and immunoglobulins were assessed. Across all metrics, SE rats responded comparably to saline controls, displaying no clinically significant immune response. As expected, LPS rats exhibited severe immunological responses. Systemic SE administration does not induce sepsis or toxicity in rats, thereby supporting the safety of cyanobacteria-mammalian symbiotic therapeutics using this organism.
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Affiliation(s)
- Kiah M. Williams
- Department of Cardiothoracic SurgeryStanford University300 Pasteur Drive, Falk Cardiovascular Research BuildingStanfordCA94305USA
| | - Hanjay Wang
- Department of Cardiothoracic SurgeryStanford University300 Pasteur Drive, Falk Cardiovascular Research BuildingStanfordCA94305USA
| | - Michael J. Paulsen
- Department of Cardiothoracic SurgeryStanford University300 Pasteur Drive, Falk Cardiovascular Research BuildingStanfordCA94305USA
| | - Akshara D. Thakore
- Department of Cardiothoracic SurgeryStanford University300 Pasteur Drive, Falk Cardiovascular Research BuildingStanfordCA94305USA
| | - Mary Rieck
- Beckman Center for Molecular and Genetic MedicineStanford UniversityStanfordCAUSA
| | - Haley J. Lucian
- Department of Cardiothoracic SurgeryStanford University300 Pasteur Drive, Falk Cardiovascular Research BuildingStanfordCA94305USA
| | - Frederick Grady
- Department of Cardiothoracic SurgeryStanford University300 Pasteur Drive, Falk Cardiovascular Research BuildingStanfordCA94305USA
| | - Camille E. Hironaka
- Department of Cardiothoracic SurgeryStanford University300 Pasteur Drive, Falk Cardiovascular Research BuildingStanfordCA94305USA
| | - Athena J. Chien
- Department of Cardiothoracic SurgeryStanford University300 Pasteur Drive, Falk Cardiovascular Research BuildingStanfordCA94305USA
| | - Justin M. Farry
- Department of Cardiothoracic SurgeryStanford University300 Pasteur Drive, Falk Cardiovascular Research BuildingStanfordCA94305USA
| | - Hye Sook Shin
- Department of Cardiothoracic SurgeryStanford University300 Pasteur Drive, Falk Cardiovascular Research BuildingStanfordCA94305USA
| | - Kevin J. Jaatinen
- Department of Cardiothoracic SurgeryStanford University300 Pasteur Drive, Falk Cardiovascular Research BuildingStanfordCA94305USA
| | - Anahita Eskandari
- Department of Cardiothoracic SurgeryStanford University300 Pasteur Drive, Falk Cardiovascular Research BuildingStanfordCA94305USA
| | - Lyndsay M. Stapleton
- Department of Cardiothoracic SurgeryStanford University300 Pasteur Drive, Falk Cardiovascular Research BuildingStanfordCA94305USA
- Department of BioengineeringStanford UniversityStanfordCAUSA
| | - Amanda N. Steele
- Department of Cardiothoracic SurgeryStanford University300 Pasteur Drive, Falk Cardiovascular Research BuildingStanfordCA94305USA
- Department of BioengineeringStanford UniversityStanfordCAUSA
| | - Jeffrey E. Cohen
- Department of Cardiothoracic SurgeryStanford University300 Pasteur Drive, Falk Cardiovascular Research BuildingStanfordCA94305USA
| | - Y. Joseph Woo
- Department of Cardiothoracic SurgeryStanford University300 Pasteur Drive, Falk Cardiovascular Research BuildingStanfordCA94305USA
- Department of BioengineeringStanford UniversityStanfordCAUSA
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Jaiswal D, Wangikar PP. Dynamic Inventory of Intermediate Metabolites of Cyanobacteria in a Diurnal Cycle. iScience 2020; 23:101704. [PMID: 33196027 PMCID: PMC7644974 DOI: 10.1016/j.isci.2020.101704] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Revised: 09/15/2020] [Accepted: 10/15/2020] [Indexed: 11/25/2022] Open
Abstract
Cyanobacteria are gaining importance both as hosts for photoautotrophic production of chemicals and as model systems for studies of diurnal lifestyle. The proteome and transcriptome of cyanobacteria have been closely examined under diurnal growth, whereas the downstream effects on the intermediary metabolism have not received sufficient attention. The present study focuses on identifying the cellular metabolites whose inventories undergo dramatic changes in a fast-growing cyanobacterium, Synechococcus elongatus PCC 11801. We identified and quantified 67 polar metabolites, whose inventory changes significantly during diurnal growth, with some metabolites changing by 100-fold. The Calvin-Benson-Bassham cycle intermediates peak at midday to support fast growth. The hitherto unexplored γ-glutamyl peptides act as reservoirs of amino acids. Interestingly, several storage molecules or their precursors accumulate during the dark phase, dispelling the notion that all biosynthetic activity takes place in the light phase. Our results will guide metabolic modeling and strain engineering of cyanobacteria. We identify and quantify 67 polar intermediate metabolites in cyanobacteria via LC-MS A number of metabolites show large variations during the diurnal cycle Intermediates of the CBB cycle peak at midday, coinciding with peak in growth rate Gamma-glutamyl dipeptides identified as new storage compounds that peak at dawn
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Affiliation(s)
- Damini Jaiswal
- Department of Chemical Engineering, Indian Institute of Technology Bombay, Powai, Mumbai 400076, India
| | - Pramod P Wangikar
- Department of Chemical Engineering, Indian Institute of Technology Bombay, Powai, Mumbai 400076, India.,DBT-PAN IIT Centre for Bioenergy, Indian Institute of Technology Bombay, Powai, Mumbai 400076, India.,Wadhwani Research Centre for Bioengineering, Indian Institute of Technology Bombay, Powai, Mumbai 400076, India
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15
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Tightening the Screws on PsbA in Cyanobacteria. Trends Genet 2020; 37:211-215. [PMID: 32977998 DOI: 10.1016/j.tig.2020.08.018] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Revised: 08/18/2020] [Accepted: 08/20/2020] [Indexed: 11/22/2022]
Abstract
Cyanobacterial genomes encode several isoforms of the D1 (PsbA) subunit of Photosystem II (PSII). The distinct regulation of each isoform ensures adaptation under changing environmental conditions. Uncovering the missing elements of signal transduction pathways and psbA gene expression could open new avenues in engineering programs of cyanobacterial strains.
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16
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The circadian clock and darkness control natural competence in cyanobacteria. Nat Commun 2020; 11:1688. [PMID: 32245943 PMCID: PMC7125226 DOI: 10.1038/s41467-020-15384-9] [Citation(s) in RCA: 61] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2019] [Accepted: 03/05/2020] [Indexed: 11/15/2022] Open
Abstract
The cyanobacterium Synechococcus elongatus is a model organism for the study of circadian rhythms. It is naturally competent for transformation—that is, it takes up DNA from the environment, but the underlying mechanisms are unclear. Here, we use a genome-wide screen to identify genes required for natural transformation in S. elongatus, including genes encoding a conserved Type IV pilus, genes known to be associated with competence in other bacteria, and others. Pilus biogenesis occurs daily in the morning, while natural transformation is maximal when the onset of darkness coincides with the dusk circadian peak. Thus, the competence state in cyanobacteria is regulated by the circadian clock and can adapt to seasonal changes of day length. The cyanobacterium Synechococcus elongatus is a model organism for the study of circadian rhythms, and is naturally competent for transformation. Here, Taton et al. identify genes required for natural transformation in this organism, and show that the coincidence of circadian dusk and darkness regulates the competence state in different day lengths.
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