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Patel A, Rantzos C, Krikigianni E, Rova U, Christakopoulos P, Matsakas L. A bioprocess engineering approach for the production of hydrocarbons and fatty acids from green microalga under high cobalt concentration as the feedstock of high-grade biofuels. BIOTECHNOLOGY FOR BIOFUELS AND BIOPRODUCTS 2024; 17:64. [PMID: 38730294 DOI: 10.1186/s13068-024-02512-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/01/2024] [Accepted: 05/01/2024] [Indexed: 05/12/2024]
Abstract
Botryococcus braunii, a colonial green microalga which is well-known for its capacity to synthesize hydrocarbons, has significant promise as a long-term source of feedstock for the generation of biofuels. However, cultivating and scaling up B. braunii using conventional aqua-suspended cultivation systems remains a challenge. In this study, we optimized medium components and light intensity to enhance lipid and hydrocarbon production in a multi-cultivator airlift photobioreactor. BBM 3N medium with 200 μmol/m2/s light intensity and a 16 h light-8 h dark regimen yielded the highest biomass productivity (110.00 ± 2.88 mg/L/day), as well as the highest lipid and hydrocarbon content. Cultivation in a flat-panel bioreactor resulted in significantly higher biomass productivity (129.11 ± 2.74 mg/L/day), lipid productivity (32.21 ± 1.31 mg/L/day), and hydrocarbon productivity (28.98 ± 2.08 mg/L/day) compared to cultivation in Erlenmeyer flasks and open 20-L raceway pond. It also exhibited 20.15 ± 1.03% of protein content including elevated levels of chlorophyll a, chlorophyll b, and carotenoids. This work is noteworthy since it is the first to describe fatty acid and hydrocarbon profiles of B. braunii during cobalt treatment. The study demonstrated that high cobalt concentrations (up to 5 mg/L of cobalt nitrate) during Botryococcus culture affected hydrocarbon synthesis, resulting in high amounts of n-alkadienes and trienes as well as lipids with elevated monounsaturated fatty acids concentration. Furthermore, pyrolysis experiments on microalgal green biomass and de-oiled biomass revealed the lipid and hydrocarbon compounds generated by the thermal degradation of B. braunii that facilitate extra economical value to this system.
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Affiliation(s)
- Alok Patel
- Biochemical Process Engineering, Division of Chemical Engineering, Department of Civil, Environmental and Natural Resources Engineering, Luleå University of Technology, 971 87, Luleå, Sweden.
| | - Chloe Rantzos
- Biochemical Process Engineering, Division of Chemical Engineering, Department of Civil, Environmental and Natural Resources Engineering, Luleå University of Technology, 971 87, Luleå, Sweden
| | - Eleni Krikigianni
- Biochemical Process Engineering, Division of Chemical Engineering, Department of Civil, Environmental and Natural Resources Engineering, Luleå University of Technology, 971 87, Luleå, Sweden
| | - Ulrika Rova
- Biochemical Process Engineering, Division of Chemical Engineering, Department of Civil, Environmental and Natural Resources Engineering, Luleå University of Technology, 971 87, Luleå, Sweden
| | - Paul Christakopoulos
- Biochemical Process Engineering, Division of Chemical Engineering, Department of Civil, Environmental and Natural Resources Engineering, Luleå University of Technology, 971 87, Luleå, Sweden
| | - Leonidas Matsakas
- Biochemical Process Engineering, Division of Chemical Engineering, Department of Civil, Environmental and Natural Resources Engineering, Luleå University of Technology, 971 87, Luleå, Sweden
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Yamano Y, Tanabe M, Shimada A, Wada A. Total Synthesis of Loroxanthin. Mar Drugs 2022; 20:658. [PMID: 36354981 PMCID: PMC9699617 DOI: 10.3390/md20110658] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Revised: 10/19/2022] [Accepted: 10/19/2022] [Indexed: 05/31/2024] Open
Abstract
The first total synthesis of loroxanthin (1) was accomplished by Horner-Wadsworth-Emmons reaction of C25-apocarotenal 8 having a silyl-protected 19-hydroxy moiety with C15-phosphonate 25 bearing a silyl-protected 3-hydroxy-ε-end group. Preparation of apocarotenal 8 was achieved via Stille coupling reaction of alkenyl iodide 10 with alkenyl stananne 9, whereas phosphonate 25 was prepared through treatment of ally alcohol 23 with triethyl phosphite and ZnI2. The ally alcohol 23 was derived from the known (3R,6R)-3-hydroxy C15-aldehyde 20, which was obtained by direct optical resolution of racemate 20 using a semi-preparative chiral HPLC column.
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Affiliation(s)
- Yumiko Yamano
- Comprehensive Education and Research Center, Kobe Pharmaceutical University, Kobe 658-8558, Japan
- Laboratory of Organic Chemistry for Life Science, Kobe Pharmaceutical University, Kobe 658-8558, Japan
| | - Mari Tanabe
- Laboratory of Organic Chemistry for Life Science, Kobe Pharmaceutical University, Kobe 658-8558, Japan
| | - Atsushi Shimada
- Laboratory of Organic Chemistry for Life Science, Kobe Pharmaceutical University, Kobe 658-8558, Japan
| | - Akimori Wada
- Laboratory of Organic Chemistry for Life Science, Kobe Pharmaceutical University, Kobe 658-8558, Japan
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Seki S, Yamano Y, Oka N, Kamei Y, Fujii R. Discovery of a novel siphonaxanthin biosynthetic precursor in Codium fragile that accumulates only by exposure to blue-green light. FEBS Lett 2022; 596:1544-1555. [PMID: 35460262 DOI: 10.1002/1873-3468.14357] [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: 04/01/2022] [Accepted: 04/04/2022] [Indexed: 02/02/2023]
Abstract
Photosynthetic organisms adapt to a variety of light conditions. Codium fragile, a macrosiphonous green alga, binds a unique carbonyl carotenoid, siphonaxanthin, to its major photosynthetic light-harvesting complexes, allowing it to utilize dim blue-green light for photosynthesis. Here, we describe the absolute chemical structure of a novel siphonaxanthin biosynthetic precursor, 19-deoxysiphonaxanthin, that accumulates specifically in the photosynthetic antenna only when cultivated under blue-green light. The action spectra of pigment accumulation suggest that siphonaxanthin biosynthesis is regulated by a specific wavelength profile. The results provide clues to a new acclimation mechanism to withstand hours of intense light at low tide and why siphonous algae have been growing invasively on the world's coasts for more than a century.
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Affiliation(s)
- Soichiro Seki
- Division of Molecular Materials Science, Graduate School of Science, Osaka City University, Japan
| | - Yumiko Yamano
- Comprehensive Education and Research Center, Kobe Pharmaceutical University, Japan
| | - Naohiro Oka
- Bio-innovation Research Center (Naruto Campus), Tokushima University, Naruto, Japan
| | - Yasuhiro Kamei
- Spectrography and Bioimaging Facility, National Institute for Basic Biology, Okazaki, Japan
| | - Ritsuko Fujii
- Division of Molecular Materials Science, Graduate School of Science, Osaka City University, Japan.,Research Center for Artificial Photosynthesis (ReCAP), Osaka Metropolitan University, Japan
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4
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Joaquín-Ovalle FM, Guihurt G, Barcelo-Bovea V, Hani-Saba A, Fontanet-Gómez NC, Ramirez-Paz J, Kashino Y, Torres-Martinez Z, Doble-Cacho K, Delinois LJ, Delgado Y, Griebenow K. Oxidative Stress- and Autophagy-Inducing Effects of PSI-LHCI from Botryococcus braunii in Breast Cancer Cells. BIOTECH 2022; 11:9. [PMID: 35822782 PMCID: PMC9264392 DOI: 10.3390/biotech11020009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Revised: 03/19/2022] [Accepted: 03/28/2022] [Indexed: 11/24/2022] Open
Abstract
Botryococcus braunii (B. braunii) is a green microalga primarily found in freshwater, reservoirs, and ponds. Photosynthetic pigments from algae have shown many bioactive molecules with therapeutic potential. Herein, we report the purification, characterization, and anticancer properties of photosystem I light-harvesting complex I (PSI-LHCI) from the green microalga B. braunii UTEX2441. The pigment-protein complex was purified by sucrose density gradient and characterized by its distinctive peaks using absorption, low-temperature (77 K) fluorescence, and circular dichroism (CD) spectroscopic analyses. Protein complexes were resolved by blue native-PAGE and two-dimensional SDS-PAGE. Triple-negative breast cancer MDA-MB-231 cells were incubated with PSI-LHCI for all of our experiments. Cell viability was assessed, revealing a significant reduction in a time- and concentration-dependent manner. We confirmed the internalization of PSI-LHCI within the cytoplasm and nucleus after 12 h of incubation. Cell death mechanism by oxidative stress was confirmed by the production of reactive oxygen species (ROS) and specifically superoxide. Furthermore, we monitored autophagic flux, apoptotic and necrotic features after treatment with PSI-LHCI. Treated MDA-MB-231 cells showed positive autophagy signals in the cytoplasm and nucleus, and necrotic morphology by the permeabilization of the cell membrane. Our findings demonstrated for the first time the cytotoxic properties of B. braunii PSI-LHCI by the induction of ROS and autophagy in breast cancer cells.
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Affiliation(s)
- Freisa M. Joaquín-Ovalle
- Department of Chemistry, University of Puerto Rico, Río Piedras Campus, San Juan 00925, Puerto Rico; (F.M.J.-O.); (G.G.); (V.B.-B.); (A.H.-S.); (N.C.F.-G.); (J.R.-P.); (Z.T.-M.); (K.D.-C.); (L.J.D.)
| | - Grace Guihurt
- Department of Chemistry, University of Puerto Rico, Río Piedras Campus, San Juan 00925, Puerto Rico; (F.M.J.-O.); (G.G.); (V.B.-B.); (A.H.-S.); (N.C.F.-G.); (J.R.-P.); (Z.T.-M.); (K.D.-C.); (L.J.D.)
| | - Vanessa Barcelo-Bovea
- Department of Chemistry, University of Puerto Rico, Río Piedras Campus, San Juan 00925, Puerto Rico; (F.M.J.-O.); (G.G.); (V.B.-B.); (A.H.-S.); (N.C.F.-G.); (J.R.-P.); (Z.T.-M.); (K.D.-C.); (L.J.D.)
| | - Andraous Hani-Saba
- Department of Chemistry, University of Puerto Rico, Río Piedras Campus, San Juan 00925, Puerto Rico; (F.M.J.-O.); (G.G.); (V.B.-B.); (A.H.-S.); (N.C.F.-G.); (J.R.-P.); (Z.T.-M.); (K.D.-C.); (L.J.D.)
| | - Nicole C. Fontanet-Gómez
- Department of Chemistry, University of Puerto Rico, Río Piedras Campus, San Juan 00925, Puerto Rico; (F.M.J.-O.); (G.G.); (V.B.-B.); (A.H.-S.); (N.C.F.-G.); (J.R.-P.); (Z.T.-M.); (K.D.-C.); (L.J.D.)
| | - Josell Ramirez-Paz
- Department of Chemistry, University of Puerto Rico, Río Piedras Campus, San Juan 00925, Puerto Rico; (F.M.J.-O.); (G.G.); (V.B.-B.); (A.H.-S.); (N.C.F.-G.); (J.R.-P.); (Z.T.-M.); (K.D.-C.); (L.J.D.)
| | - Yasuhiro Kashino
- Graduate School of Science, University of Hyogo, Kobe 678-1297, Japan;
| | - Zally Torres-Martinez
- Department of Chemistry, University of Puerto Rico, Río Piedras Campus, San Juan 00925, Puerto Rico; (F.M.J.-O.); (G.G.); (V.B.-B.); (A.H.-S.); (N.C.F.-G.); (J.R.-P.); (Z.T.-M.); (K.D.-C.); (L.J.D.)
| | - Katerina Doble-Cacho
- Department of Chemistry, University of Puerto Rico, Río Piedras Campus, San Juan 00925, Puerto Rico; (F.M.J.-O.); (G.G.); (V.B.-B.); (A.H.-S.); (N.C.F.-G.); (J.R.-P.); (Z.T.-M.); (K.D.-C.); (L.J.D.)
| | - Louis J. Delinois
- Department of Chemistry, University of Puerto Rico, Río Piedras Campus, San Juan 00925, Puerto Rico; (F.M.J.-O.); (G.G.); (V.B.-B.); (A.H.-S.); (N.C.F.-G.); (J.R.-P.); (Z.T.-M.); (K.D.-C.); (L.J.D.)
| | - Yamixa Delgado
- Biochemistry & Pharmacology Department, San Juan Bautista School of Medicine, Caguas 00725, Puerto Rico
| | - Kai Griebenow
- Department of Chemistry, University of Puerto Rico, Río Piedras Campus, San Juan 00925, Puerto Rico; (F.M.J.-O.); (G.G.); (V.B.-B.); (A.H.-S.); (N.C.F.-G.); (J.R.-P.); (Z.T.-M.); (K.D.-C.); (L.J.D.)
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van den Berg TE, Croce R. The Loroxanthin Cycle: A New Type of Xanthophyll Cycle in Green Algae (Chlorophyta). FRONTIERS IN PLANT SCIENCE 2022; 13:797294. [PMID: 35251077 PMCID: PMC8891138 DOI: 10.3389/fpls.2022.797294] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Accepted: 01/18/2022] [Indexed: 06/14/2023]
Abstract
Xanthophyll cycles (XC) have proven to be major contributors to photoacclimation for many organisms. This work describes a light-driven XC operating in the chlorophyte Chlamydomonas reinhardtii and involving the xanthophylls Lutein (L) and Loroxanthin (Lo). Pigments were quantified during a switch from high to low light (LL) and at different time points from cells grown in Day/Night cycle. Trimeric LHCII was purified from cells acclimated to high or LL and their pigment content and spectroscopic properties were characterized. The Lo/(L + Lo) ratio in the cells varies by a factor of 10 between cells grown in low or high light (HL) leading to a change in the Lo/(L + Lo) ratio in trimeric LHCII from .5 in low light to .07 in HL. Trimeric LhcbMs binding Loroxanthin have 5 ± 1% higher excitation energy (EE) transfer (EET) from carotenoid to Chlorophyll as well as higher thermo- and photostability than trimeric LhcbMs that only bind Lutein. The Loroxanthin cycle operates on long time scales (hours to days) and likely evolved as a shade adaptation. It has many similarities with the Lutein-epoxide - Lutein cycle (LLx) of plants.
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van den Berg TE, Arshad R, Nawrocki WJ, Boekema EJ, Kouřil R, Croce R. PSI of the Colonial Alga Botryococcus braunii Has an Unusually Large Antenna Size. PLANT PHYSIOLOGY 2020; 184:2040-2051. [PMID: 33051267 PMCID: PMC7723122 DOI: 10.1104/pp.20.00823] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Accepted: 09/28/2020] [Indexed: 05/03/2023]
Abstract
PSI is an essential component of the photosynthetic apparatus of oxygenic photosynthesis. While most of its subunits are conserved, recent data have shown that the arrangement of the light-harvesting complexes I (LHCIs) differs substantially in different organisms. Here we studied the PSI-LHCI supercomplex of Botryococccus braunii, a colonial green alga with potential for lipid and sugar production, using functional analysis and single-particle electron microscopy of the isolated PSI-LHCI supercomplexes complemented by time-resolved fluorescence spectroscopy in vivo. We established that the largest purified PSI-LHCI supercomplex contains 10 LHCIs (∼240 chlorophylls). However, electron microscopy showed heterogeneity in the particles and a total of 13 unique binding sites for the LHCIs around the PSI core. Time-resolved fluorescence spectroscopy indicated that the PSI antenna size in vivo is even larger than that of the purified complex. Based on the comparison of the known PSI structures, we propose that PSI in B. braunii can bind LHCIs at all known positions surrounding the core. This organization maximizes the antenna size while maintaining fast excitation energy transfer, and thus high trapping efficiency, within the complex.
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Affiliation(s)
- Tomas E van den Berg
- Biophysics of Photosynthesis, Department of Physics and Astronomy-Faculty of Science, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands
| | - Rameez Arshad
- Electron Microscopy Group, Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen, 9747 AG Groningen, The Netherlands
- Department of Biophysics, Centre of the Region Haná for Biotechnological and Agricultural Research, Palacký University, 783 71 Olomouc, Czech Republic
| | - Wojciech J Nawrocki
- Biophysics of Photosynthesis, Department of Physics and Astronomy-Faculty of Science, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands
| | - Egbert J Boekema
- Electron Microscopy Group, Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen, 9747 AG Groningen, The Netherlands
| | - Roman Kouřil
- Department of Biophysics, Centre of the Region Haná for Biotechnological and Agricultural Research, Palacký University, 783 71 Olomouc, Czech Republic
| | - Roberta Croce
- Biophysics of Photosynthesis, Department of Physics and Astronomy-Faculty of Science, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands
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van den Berg TE, Chukhutsina VU, van Amerongen H, Croce R, van Oort B. Light Acclimation of the Colonial Green Alga Botryococcus braunii Strain Showa. PLANT PHYSIOLOGY 2019; 179:1132-1143. [PMID: 30651303 PMCID: PMC6393799 DOI: 10.1104/pp.18.01499] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/12/2018] [Accepted: 01/08/2019] [Indexed: 05/03/2023]
Abstract
In contrast to single cellular species, detailed information is lacking on the processes of photosynthetic acclimation for colonial algae, although these algae are important for biofuel production, ecosystem biodiversity, and wastewater treatment. To investigate differences between single cellular and colonial species, we studied the regulation of photosynthesis and photoprotection during photoacclimation for the colonial green alga Botryococcus braunii and made a comparison with the properties of the single cellular species Chlamydomonas reinhardtii We show that B. braunii shares some high-light (HL) photoacclimation strategies with C. reinhardtii and other frequently studied green algae: decreased chlorophyll content, increased free carotenoid content, and increased nonphotochemical quenching (NPQ). Additionally, B. braunii has unique HL photoacclimation strategies, related to its colonial form: strong internal shading by an increase of the colony size and the accumulation of extracellular echinenone (a ketocarotenoid). HL colonies are larger and more spatially heterogenous than low-light colonies. Compared with surface cells, cells deeper inside the colony have increased pigmentation and larger photosystem II antenna size. The core of the largest of the HL colonies does not contain living cells. In contrast with C. reinhardtii, but similar to other biofilm-forming algae, NPQ capacity is substantial in low light. In HL, NPQ amplitude increases, but kinetics are unchanged. We discuss possible causes of the different acclimation responses of C. reinhardtii and B. braunii Knowledge of the specific photoacclimation processes for this colonial green alga further extends the view of the diversity of photoacclimation strategies in photosynthetic organisms.
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Affiliation(s)
- Tomas E van den Berg
- Biophysics of Photosynthesis, Department of Physics and Astronomy, Faculty of Sciences, Vrije Universiteit Amsterdam and LaserLaB Amsterdam, 1081 HV Amsterdam, The Netherlands
| | - Volha U Chukhutsina
- Biophysics of Photosynthesis, Department of Physics and Astronomy, Faculty of Sciences, Vrije Universiteit Amsterdam and LaserLaB Amsterdam, 1081 HV Amsterdam, The Netherlands
| | - Herbert van Amerongen
- Laboratory of Biophysics, Wageningen University, 6700 ET Wageningen, The Netherlands
| | - Roberta Croce
- Biophysics of Photosynthesis, Department of Physics and Astronomy, Faculty of Sciences, Vrije Universiteit Amsterdam and LaserLaB Amsterdam, 1081 HV Amsterdam, The Netherlands
| | - Bart van Oort
- Biophysics of Photosynthesis, Department of Physics and Astronomy, Faculty of Sciences, Vrije Universiteit Amsterdam and LaserLaB Amsterdam, 1081 HV Amsterdam, The Netherlands
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Cheng P, Zhou C, Wang Y, Xu Z, Xu J, Zhou D, Zhang Y, Wu H, Zhang X, Liu T, Tang M, Yang Q, Yan X, Fan J. Comparative transcriptome analyses of oleaginous Botryococcus braunii race A reveal significant differences in gene expression upon cobalt enrichment. BIOTECHNOLOGY FOR BIOFUELS 2018; 11:333. [PMID: 30568733 PMCID: PMC6297975 DOI: 10.1186/s13068-018-1331-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/19/2018] [Accepted: 12/05/2018] [Indexed: 06/09/2023]
Abstract
BACKGROUND Botryococcus braunii is known for its high hydrocarbon content, thus making it a strong candidate feedstock for biofuel production. Previous study has revealed that a high cobalt concentration can promote hydrocarbon synthesis and it has little effect on growth of B. braunii cells. However, mechanisms beyond the cobalt enrichment remain unknown. This study seeks to explore the physiological and transcriptional response and the metabolic pathways involved in cobalt-induced hydrocarbon synthesis in algae cells. RESULTS Growth curves were similar at either normal or high cobalt concentration (4.5 mg/L), suggesting the absence of obvious deleterious effects on growth introduced by cobalt. Photosynthesis indicators (decline in Fv/Fm ratio and chlorophyll content) and reactive oxygen species parameters revealed an increase in physiological stress in the high cobalt concentration. Moreover, cobalt enrichment treatment resulted in higher crude hydrocarbon content (51.3% on day 8) compared with the control (43.4% on day 8) throughout the experiment (with 18.2% improvement finally). Through the de novo assembly and functional annotation of the B. braunii race A SAG 807-1 transcriptome, we retrieved 196,276 non-redundant unigenes with an average length of 1086 bp. Of the assembled unigenes, 89,654 (45.7%), 42,209 (21.5%), and 32,318 (16.5%) were found to be associated with at least one KOG, GO, or KEGG ortholog function. In the early treatment (day 2), the most strongly upregulated genes were those involved in the fatty acid biosynthesis and metabolism and oxidative phosphorylation, whereas the most downregulated genes were those involved in carbohydrate metabolism and photosynthesis. Genes that produce terpenoid liquid hydrocarbons were also well identified and annotated, and 21 (or 29.2%) were differentially expressed along the cobalt treatment. CONCLUSIONS Botryococcus braunii SAG 807-1 can tolerate high cobalt concentration and benefit from hydrocarbon accumulation. The time-course expression profiles for fatty acid biosynthesis, metabolism, and TAG assembly were obtained through different approaches but had equally satisfactory results with the redirection of free long-chain fatty acid and VLCFA away from TAG assembly and oxidation. These molecules served as precursors and backbone supply for the fatty acid-derived hydrocarbon accumulation. These findings provide a foundation for exploiting the regulation mechanisms in B. braunii race A for improved photosynthetic production of hydrocarbons.
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Affiliation(s)
- Pengfei Cheng
- College of Food and Pharmaceutical Sciences, Ningbo University, Ningbo, 315211 People’s Republic of China
| | - Chengxu Zhou
- College of Food and Pharmaceutical Sciences, Ningbo University, Ningbo, 315211 People’s Republic of China
| | - Yan Wang
- College of Food and Pharmaceutical Sciences, Ningbo University, Ningbo, 315211 People’s Republic of China
| | - Zhihui Xu
- College of Food and Pharmaceutical Sciences, Ningbo University, Ningbo, 315211 People’s Republic of China
| | - Jilin Xu
- College of Food and Pharmaceutical Sciences, Ningbo University, Ningbo, 315211 People’s Republic of China
| | - Dongqing Zhou
- State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, 130 Meilong Road, Shanghai, 200237 People’s Republic of China
- Department of Applied Biology, East China University of Science and Technology, Shanghai, 200237 People’s Republic of China
| | - Yinghui Zhang
- State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, 130 Meilong Road, Shanghai, 200237 People’s Republic of China
- Department of Applied Biology, East China University of Science and Technology, Shanghai, 200237 People’s Republic of China
| | - Haizhen Wu
- State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, 130 Meilong Road, Shanghai, 200237 People’s Republic of China
- Department of Applied Biology, East China University of Science and Technology, Shanghai, 200237 People’s Republic of China
| | - Xuezhi Zhang
- Institute of Hydrobiology, Chinese Academy of Sciences, Wuhan, 430072 People’s Republic of China
| | - Tianzhong Liu
- Key Laboratory of Biofuels, Qingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao, 266101 People’s Republic of China
| | - Ming Tang
- Poyang Lake Eco-economy Research Center, Jiujiang University, Jiujiang, 332000 People’s Republic of China
| | - Qiyong Yang
- Poyang Lake Eco-economy Research Center, Jiujiang University, Jiujiang, 332000 People’s Republic of China
| | - Xiaojun Yan
- Key Laboratory of Marine Biotechnology of Zhejiang Province, Ningbo University, 818 Fenghua Road, Ningbo, 315211 People’s Republic of China
| | - Jianhua Fan
- State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, 130 Meilong Road, Shanghai, 200237 People’s Republic of China
- Department of Applied Biology, East China University of Science and Technology, Shanghai, 200237 People’s Republic of China
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