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Evaluation of Host Depletion and Extraction Methods for Shotgun Metagenomic Analysis of Bovine Vaginal Samples. Microbiol Spectr 2022; 10:e0041221. [PMID: 35404108 PMCID: PMC9045270 DOI: 10.1128/spectrum.00412-21] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
The reproductive tract metagenome plays a significant role in the various reproductive system functions, including reproductive cycles, health, and fertility. One of the major challenges in bovine vaginal metagenome studies is host DNA contamination, which limits the sequencing capacity for metagenomic content and reduces the accuracy of untargeted shotgun metagenomic profiling. This is the first study comparing the effectiveness of different host depletion and DNA extraction methods for bovine vaginal metagenomic samples. The host depletion methods evaluated were slow centrifugation (Soft-spin), NEBNext Microbiome DNA Enrichment kit (NEBNext), and propidium monoazide (PMA) treatment, while the extraction methods were DNeasy Blood and Tissue extraction (DNeasy) and QIAamp DNA Microbiome extraction (QIAamp). Soft-spin and QIAamp were the most effective host depletion method and extraction methods, respectively, in reducing the number of cattle genomic content in bovine vaginal samples. The reduced host-to-microbe ratio in the extracted DNA increased the sequencing depth for microbial reads in untargeted shotgun sequencing. Bovine vaginal samples extracted with QIAamp presented taxonomical profiles which closely resembled the mock microbial composition, especially for the recovery of Gram-positive bacteria. Additionally, samples extracted with QIAamp presented extensive functional profiles with deep coverage. Overall, a combination of Soft-spin and QIAamp provided the most robust representation of the vaginal microbial community in cattle while minimizing host DNA contamination. IMPORTANCE In addition to the host tissue collected during the sampling process, bovine vaginal samples are saturated with large amounts of extracellular DNA and secreted proteins that are essential for physiological purposes, including the reproductive cycle and immune defense. Due to the high host-to-microbe genome ratio, which hampers the sequencing efficacy for metagenome samples and the recovery of the actual metagenomic profiles, bovine vaginal samples cannot benefit from the full potential of shotgun sequencing. This is the first investigation on the most effective host depletion and extraction methods for bovine vaginal metagenomic samples. This study demonstrated an effective combination of host depletion and extraction methods, which harvested higher percentages of 16S rRNA genes and microbial reads, which subsequently led to a taxonomical profile that resembled the actual community and a functional profile with deeper coverage. A representative metagenomic profile is essential for investigating the role of the bovine vaginal metagenome for both reproductive function and susceptibility to infections.
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Cassan FD, Coniglio A, Amavizca E, Maroniche G, Cascales E, Bashan Y, de-Bashan LE. The Azospirillum brasilense type VI secretion system promotes cell aggregation, biocontrol protection against phytopathogens and attachment to the microalgae Chlorella sorokiniana. Environ Microbiol 2021; 23:6257-6274. [PMID: 34472164 DOI: 10.1111/1462-2920.15749] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Revised: 08/25/2021] [Accepted: 08/28/2021] [Indexed: 01/26/2023]
Abstract
The plant-growth-promoting bacterium Azospirillum brasilense is able to associate with the microalgae Chlorella sorokiniana. Attachment of A. brasilense increases the metabolic performances of the microalgae. Recent genome analyses have revealed that the A. brasilense Az39 genome contains two complete sets of genes encoding type VI secretion systems (T6SS), including the T6SS1 that is induced by the indole-3-acetic acid (IAA) phytohormone. The T6SS is a multiprotein machine, widespread in Gram-negative bacteria, that delivers protein effectors in both prokaryotic and eukaryotic cells. Here we show that the A. brasilense T6SS is required for Chlorella-Azospirillum synthetic mutualism. Our data demonstrate that the T6SS is an important determinant to promote production of lipids, carbohydrates and photosynthetic pigments by the microalgae. We further show that this is likely due to the role of the T6SS during the attachment stage and for the production of IAA phytohormones. Finally, we demonstrate that the A. brasilense T6SS provides antagonistic activities against a number of plant pathogens such as Agrobacterium, Pectobacterium, Dickeya and Ralstonia species in vitro, suggesting that, in addition to promoting growth, A. brasilense might confer T6SS-dependent bio-control protection to microalgae and plants against bacterial pathogens.
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Affiliation(s)
- Fabricio D Cassan
- Laboratorio de Fisiología Vegetal y de la interacción Planta-Microorganismo, Instituto de Investigaciones Agrobiotecnológicas (INIAB), Universidad Nacional de Río Cuarto, Córdoba, Argentina
| | - Anahí Coniglio
- Laboratorio de Fisiología Vegetal y de la interacción Planta-Microorganismo, Instituto de Investigaciones Agrobiotecnológicas (INIAB), Universidad Nacional de Río Cuarto, Córdoba, Argentina
| | - Edgar Amavizca
- Environmental Microbiology Group, Northwestern Center for Biological Research (CIBNOR), La Paz, Mexico
| | - Guillermo Maroniche
- Facultad de Ciencias Agrarias, Universidad Nacional de Mar del Plata, Buenos Aires, Argentina
| | - Eric Cascales
- Laboratoire d'Ingénierie des Systèmes Macromoléculaires, Institut de Microbiologie, Bioénergies et Biotechnologie, Aix-Marseille Université - CNRS UMR7255, Marseille, France
| | - Yoav Bashan
- Environmental Microbiology Group, Northwestern Center for Biological Research (CIBNOR), La Paz, Mexico.,The Bashan Institute of Science, Auburn, AL, USA
| | - Luz E de-Bashan
- Environmental Microbiology Group, Northwestern Center for Biological Research (CIBNOR), La Paz, Mexico.,The Bashan Institute of Science, Auburn, AL, USA.,Department of Entomology and Plant Pathology, 301 Funchess Hall, Auburn University, Auburn, AL, USA
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3
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Basic M, Bolsega S, Smoczek A, Gläsner J, Hiergeist A, Eberl C, Stecher B, Gessner A, Bleich A. Monitoring and contamination incidence of gnotobiotic experiments performed in microisolator cages. Int J Med Microbiol 2021; 311:151482. [PMID: 33636479 DOI: 10.1016/j.ijmm.2021.151482] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Revised: 01/14/2021] [Accepted: 02/16/2021] [Indexed: 10/22/2022] Open
Abstract
With the increased interest in the microbiome research, gnotobiotic animals and techniques emerged again as valuable tools to investigate functional effects of host-microbe and microbe-microbe interactions. The increased demand for gnotobiotic experiments has resulted in the greater need for housing systems for short-term maintenance of gnotobiotic animals. During the last six years, the gnotobiotic facility of the Hannover Medical School has worked intensively with different housing systems for gnotobiotic animals. Here, we report our experience in handling, contamination incidence, and monitoring strategies that we apply for controlling gnotobiotic experiments. From our experience, the risk of introducing contaminants to animals housed in microisolator cages is higher than in isolators. However, with strict operating protocols, the contamination rate in these systems can be minimized. In addition to spore-forming bacteria and fungi from the environment, spore-forming bacteria from defined bacterial communities used in experiments represent the major risk for contamination of gnotobiotic experiments performed in microisolator cages. The presence/absence of contaminants in germ-free animals can be easily monitored by preparation of wet mounts and Gram staining of fecal samples. Contaminants in animals colonized with specific microorganisms need to be tracked with methods such as next-generation sequencing. However, when using PCR-based methods it is important to consider that relatively small amounts of bacterial DNA detected likely originates from food, bedding, or reagents and is not to be interpreted as true contamination.
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Affiliation(s)
- Marijana Basic
- Institute for Laboratory Animal Science, Hannover Medical School, Hannover, Germany
| | - Silvia Bolsega
- Institute for Laboratory Animal Science, Hannover Medical School, Hannover, Germany
| | - Anna Smoczek
- Institute for Laboratory Animal Science, Hannover Medical School, Hannover, Germany
| | - Joachim Gläsner
- Institute of Clinical Microbiology and Hygiene, University Hospital Regensburg, Regensburg, Germany
| | - Andreas Hiergeist
- Institute of Clinical Microbiology and Hygiene, University Hospital Regensburg, Regensburg, Germany
| | - Claudia Eberl
- Max von Pettenkofer Institute of Hygiene and Medical Microbiology, Faculty of Medicine, LMU Munich, Germany
| | - Bärbel Stecher
- Max von Pettenkofer Institute of Hygiene and Medical Microbiology, Faculty of Medicine, LMU Munich, Germany; German Center of Infection Research (DZIF), Partner Site Munich, Germany
| | - André Gessner
- Institute of Clinical Microbiology and Hygiene, University Hospital Regensburg, Regensburg, Germany
| | - André Bleich
- Institute for Laboratory Animal Science, Hannover Medical School, Hannover, Germany.
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Pugazhendhi A, Nagappan S, Bhosale RR, Tsai PC, Natarajan S, Devendran S, Al-Haj L, Ponnusamy VK, Kumar G. Various potential techniques to reduce the water footprint of microalgal biomass production for biofuel-A review. THE SCIENCE OF THE TOTAL ENVIRONMENT 2020; 749:142218. [PMID: 33370912 DOI: 10.1016/j.scitotenv.2020.142218] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/19/2020] [Revised: 08/14/2020] [Accepted: 09/03/2020] [Indexed: 06/12/2023]
Abstract
Due to their rapid growth rates, high lipid productivity, and ability to synthesize value-added products, microalgae are considered as the potential biofuel feedstocks. However, among the several bottlenecks that are hindering the commercialization of microalgal biofuel synthesis, the issue of high water consumption is the least explored. This analysis, therefore, examines the factors that decide water use for the production of microalgae biofuel. Microalgae biodiesel water footprint varies from 3.5 to 3726 kg of water per kg of biodiesel. The study further investigates the cause for large variability in the estimation of the water footprint for microalgae fuel. Various strategies, including the reuse of harvested water, the use of high density cultivation that could be adopted for low water consumption in microalgal biofuel production are discussed. Specifically, the review identified a reciprocal relationship between biomass productivity and water footprint. On the basis of which the review emphasizes the significance of high density cultivation, which can be inexpensive and feasible relative to other water-saving techniques. With the setback of water scarcity due to the rapid industrialization in developing countries, the implementation of the cultivation system with a focus on minimizing the water consumption is inevitable for a successful large scale microalgal biofuel production.
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Affiliation(s)
- Arivalagan Pugazhendhi
- Innovative Green Product Synthesis and Renewable Environment Development Research Group, Faculty of Environment and Labour Safety, Ton Duc Thang University, Ho Chi Minh City, Viet Nam.
| | - Senthil Nagappan
- Department of Biotechnology, Sri Venkateswara College of Engineering (Autonomous- Affiliated to Anna University), Sriperumbudur 602 117, Tamil Nadu, India
| | - Rahul R Bhosale
- Department of Chemical Engineering, College of Engineering, Qatar University, P. O. Box 2713, Doha, Qatar
| | - Pei-Chien Tsai
- Department of Medicinal and Applied Chemistry, & Research Center for Environmental Medicine, Kaohsiung Medical University (KMU), Kaohsiung City 807, Taiwan
| | - Shakunthala Natarajan
- Department of Biotechnology, Sri Venkateswara College of Engineering (Autonomous- Affiliated to Anna University), Sriperumbudur 602 117, Tamil Nadu, India
| | - Saravanan Devendran
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Lamya Al-Haj
- Department of Biology, College of Science, Sultan Qaboos University, Muscat, Oman
| | - Vinoth Kumar Ponnusamy
- Department of Medicinal and Applied Chemistry, & Research Center for Environmental Medicine, Kaohsiung Medical University (KMU), Kaohsiung City 807, Taiwan; Department of Medical Research, Kaohsiung Medical University Hospital (KMUH), Kaohsiung City 807, Taiwan.
| | - Gopalakrishnan Kumar
- School of Civil and Environmental Engineering, Yonsei University, Seoul 03722, Republic of Korea.
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Zhao F, Xiao J, Ding W, Cui N, Yu X, Xu JW, Li T, Zhao P. An effective method for harvesting of microalga: Coculture-induced self-flocculation. J Taiwan Inst Chem Eng 2019. [DOI: 10.1016/j.jtice.2019.04.011] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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6
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Contributions of the microbial community to algal biomass and biofuel productivity in a wastewater treatment lagoon system. ALGAL RES 2019. [DOI: 10.1016/j.algal.2019.101461] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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7
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Xue L, Shang H, Ma P, Wang X, He X, Niu J, Wu J. Analysis of growth and lipid production characteristics of Chlorella vulgaris in artificially constructed consortia with symbiotic bacteria. J Basic Microbiol 2018; 58:358-367. [PMID: 29488634 DOI: 10.1002/jobm.201700594] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2017] [Revised: 01/02/2018] [Accepted: 01/27/2018] [Indexed: 11/07/2022]
Abstract
The aim was to study the effect of artificially constructed consortia of microalgae-bacterial symbionts on growth and lipid production by Chlorella vulgaris (C. vulgaris), as well as the inter-relationship between microalgae and bacterial in a photoautotrophic system. The results showed that compared to an axenic culture of C. vulgaris, H1 co-culture system (axenic C. vulgaris-Stenotrophomona smaltophilia) had the strongest effect on the C. vulgaris growth. The biomass, specific growth rate and maximum productivity of C. vulgaris were increased by 21.9, 20.4, and 18%, respectively. The bacteria in co-culture system had a significant effect on the accumulation of lipid and fatty acid components of C. vulgaris: the content of lipid was increased by 8.2-33.83%, and the components of the saturated fatty acids and oleic acids also had an obvious improvement. The results indicate that the microalgae-bacterial co-culture system can improve microalgal biomass and the quality of biodiesel.
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Affiliation(s)
- Lingui Xue
- School of Chemical and Biological Engineering, Lanzhou Jiaotong University, Lanzhou, Gansu, China.,Key Laboratory of Extreme Environmental Microbial Resources and Engineering, Gansu Province,Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou, Gansu, China
| | - Hai Shang
- School of Chemical and Biological Engineering, Lanzhou Jiaotong University, Lanzhou, Gansu, China.,Key Laboratory of Extreme Environmental Microbial Resources and Engineering, Gansu Province,Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou, Gansu, China
| | - Ping Ma
- School of Chemical and Biological Engineering, Lanzhou Jiaotong University, Lanzhou, Gansu, China.,Key Laboratory of Extreme Environmental Microbial Resources and Engineering, Gansu Province,Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou, Gansu, China
| | - Xia Wang
- School of Chemical and Biological Engineering, Lanzhou Jiaotong University, Lanzhou, Gansu, China.,Key Laboratory of Extreme Environmental Microbial Resources and Engineering, Gansu Province,Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou, Gansu, China
| | - Xiaoyan He
- School of Chemical and Biological Engineering, Lanzhou Jiaotong University, Lanzhou, Gansu, China.,Key Laboratory of Extreme Environmental Microbial Resources and Engineering, Gansu Province,Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou, Gansu, China
| | - Junbo Niu
- School of Chemical and Biological Engineering, Lanzhou Jiaotong University, Lanzhou, Gansu, China.,Key Laboratory of Extreme Environmental Microbial Resources and Engineering, Gansu Province,Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou, Gansu, China
| | - Juanli Wu
- School of Chemical and Biological Engineering, Lanzhou Jiaotong University, Lanzhou, Gansu, China.,Key Laboratory of Extreme Environmental Microbial Resources and Engineering, Gansu Province,Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou, Gansu, China
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8
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Bohutskyi P, Kligerman DC, Byers N, Nasr LK, Cua C, Chow S, Su C, Tang Y, Betenbaugh MJ, Bouwer EJ. Effects of inoculum size, light intensity, and dose of anaerobic digestion centrate on growth and productivity of Chlorella and Scenedesmus microalgae and their poly-culture in primary and secondary wastewater. ALGAL RES 2016. [DOI: 10.1016/j.algal.2016.09.010] [Citation(s) in RCA: 72] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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9
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Turon V, Trably E, Fouilland E, Steyer JP. Potentialities of dark fermentation effluents as substrates for microalgae growth: A review. Process Biochem 2016. [DOI: 10.1016/j.procbio.2016.03.018] [Citation(s) in RCA: 69] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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10
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Palacios OA, Choix FJ, Bashan Y, de-Bashan LE. Influence of tryptophan and indole-3-acetic acid on starch accumulation in the synthetic mutualistic Chlorella sorokiniana – Azospirillum brasilense system under heterotrophic conditions. Res Microbiol 2016; 167:367-79. [DOI: 10.1016/j.resmic.2016.02.005] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2015] [Revised: 09/07/2015] [Accepted: 02/15/2016] [Indexed: 01/08/2023]
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11
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de-Bashan LE, Mayali X, Bebout BM, Weber PK, Detweiler AM, Hernandez JP, Prufert-Bebout L, Bashan Y. Establishment of stable synthetic mutualism without co-evolution between microalgae and bacteria demonstrated by mutual transfer of metabolites (NanoSIMS isotopic imaging) and persistent physical association (Fluorescent in situ hybridization). ALGAL RES 2016. [DOI: 10.1016/j.algal.2016.02.019] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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13
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Bell TAS, Prithiviraj B, Wahlen BD, Fields MW, Peyton BM. A Lipid-Accumulating Alga Maintains Growth in Outdoor, Alkaliphilic Raceway Pond with Mixed Microbial Communities. Front Microbiol 2016; 6:1480. [PMID: 26779138 PMCID: PMC4703792 DOI: 10.3389/fmicb.2015.01480] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2015] [Accepted: 12/08/2015] [Indexed: 11/13/2022] Open
Abstract
Algal biofuels and valuable co-products are being produced in both open and closed cultivation systems. Growing algae in open pond systems may be a more economical alternative, but this approach allows environmental microorganisms to colonize the pond and potentially infect or outcompete the algal "crop." In this study, we monitored the microbial community of an outdoor, open raceway pond inoculated with a high lipid-producing alkaliphilic alga, Chlorella vulgaris BA050. The strain C. vulgaris BA050 was previously isolated from Soap Lake, Washington, a system characterized by a high pH (∼9.8). An outdoor raceway pond (200 L) was inoculated with C. vulgaris and monitored for 10 days and then the culture was transferred to a 2,000 L raceway pond and cultivated for an additional 6 days. Community DNA samples were collected over the 16-day period in conjunction with water chemistry analyses and cell counts. Universal primers for the SSU rRNA gene sequences for Eukarya, Bacteria, and Archaea were used for barcoded pyrosequence determination. The environmental parameters that most closely correlated with C. vulgaris abundance were pH and phosphate. Community analyses indicated that the pond system remained dominated by the Chlorella population (93% of eukaryotic sequences), but was also colonized by other microorganisms. Bacterial sequence diversity increased over time while archaeal sequence diversity declined over the same time period. Using SparCC co-occurrence network analysis, a positive correlation was observed between C. vulgaris and Pseudomonas sp. throughout the experiment, which may suggest a symbiotic relationship between the two organisms. The putative relationship coupled with high pH may have contributed to the success of C. vulgaris. The characterization of the microbial community dynamics of an alkaliphilic open pond system provides significant insight into open pond systems that could be used to control photoautotrophic biomass productivity in an open, non-sterile environment.
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Affiliation(s)
- Tisza A. S. Bell
- Department of Microbiology and Immunology, Montana State University, BozemanMT, USA
- Energy Research Institute, Montana State University, BozemanMT, USA
| | - Bharath Prithiviraj
- Department of Civil, Environmental and Architectural Engineering, University of Colorado, BoulderCO, USA
- Plant Biology Division, The Samuel Roberts Noble Foundation, ArdmoreOK, USA
| | - Brad D. Wahlen
- Department of Chemistry and Biochemistry, Utah State University, LoganUT, USA
| | - Matthew W. Fields
- Department of Microbiology and Immunology, Montana State University, BozemanMT, USA
- Energy Research Institute, Montana State University, BozemanMT, USA
- Center for Biofilm Engineering, Montana State University, BozemanMT, USA
| | - Brent M. Peyton
- Energy Research Institute, Montana State University, BozemanMT, USA
- Center for Biofilm Engineering, Montana State University, BozemanMT, USA
- Department of Chemical and Biological Engineering, Montana State University, BozemanMT, USA
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Wang R, Xue S, Zhang D, Zhang Q, Wen S, Kong D, Yan C, Cong W. Construction and characteristics of artificial consortia of Scenedesmus obliquus-bacteria for S. obliquus growth and lipid production. ALGAL RES 2015. [DOI: 10.1016/j.algal.2015.10.002] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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15
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Differentiation of a free-living alga into forms with ecto- and endosymbiotic associations with heterotrophic organisms in a 5-year microcosm culture. Biosystems 2015; 131:9-21. [DOI: 10.1016/j.biosystems.2015.03.005] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2015] [Revised: 03/24/2015] [Accepted: 03/25/2015] [Indexed: 11/24/2022]
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16
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Kobayashi N, Noel EA, Barnes A, Watson A, Rosenberg JN, Erickson G, Oyler GA. Characterization of three Chlorella sorokiniana strains in anaerobic digested effluent from cattle manure. BIORESOURCE TECHNOLOGY 2013; 150:377-386. [PMID: 24185420 DOI: 10.1016/j.biortech.2013.10.032] [Citation(s) in RCA: 60] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/19/2013] [Revised: 10/07/2013] [Accepted: 10/10/2013] [Indexed: 06/02/2023]
Abstract
Chlorella sorokiniana CS-01, UTEX 1230 and UTEX 2714 were maintained in 10% anaerobic digester effluent (ADE) from cattle manure digestion and compared with algal cultivation in Bold's Basal Medium (BBM). Biomass of CS-01 and UTEX 1230 in ADE produced similar or greater than 280mg/L after 21days in BBM, however, UTEX 2714 growth in ADE was suppressed by more than 50% demonstrating a significant species bias to synthetic compared to organic waste-based media. The highest accumulation of protein and starch was exhibited in UTEX 1230 in ADE yielding 34% and 23% ash free dry weight (AFDW), respectively, though fatty acid methyl ester total lipid measured less than 12% AFDW. Results suggest that biomass from UTEX 1230 in ADE may serve as a candidate alga and growth system combination sustainable for animal feed production considering high yields of protein, starch and low lipid accumulation.
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Affiliation(s)
- Naoko Kobayashi
- Department of Biochemistry, University of Nebraska-Lincoln, 1901 Vine Street, Lincoln, NE 68588, United States
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Silaban A, Bai R, Gutierrez-Wing MT, Negulescu II, Rusch KA. Effect of organic carbon, C:N ratio and light on the growth and lipid productivity of microalgae/cyanobacteria coculture. Eng Life Sci 2013. [DOI: 10.1002/elsc.201200219] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
Affiliation(s)
- Athens Silaban
- Department of Civil and Environmental Engineering; Louisiana State University; Baton Rouge LA USA
| | - Rong Bai
- Cain Department of Chemical Engineering; Louisiana State University; Baton Rouge LA USA
| | - M. Teresa Gutierrez-Wing
- Department of Civil and Environmental Engineering; Louisiana State University; Baton Rouge LA USA
| | - Ioan I. Negulescu
- School of Human Ecology, Louisiana State University and Ag Center; Baton Rouge LA USA
| | - Kelly A. Rusch
- Department of Civil and Environmental Engineering; Louisiana State University; Baton Rouge LA USA
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Hu B, Min M, Zhou W, Du Z, Mohr M, Chen P, Zhu J, Cheng Y, Liu Y, Ruan R. Enhanced mixotrophic growth of microalga Chlorella sp. on pretreated swine manure for simultaneous biofuel feedstock production and nutrient removal. BIORESOURCE TECHNOLOGY 2012; 126:71-79. [PMID: 23073091 DOI: 10.1016/j.biortech.2012.09.031] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/21/2012] [Revised: 09/14/2012] [Accepted: 09/16/2012] [Indexed: 06/01/2023]
Abstract
The objectives were to assess the feasibility of using fermented liquid swine manure (LSM) as nutrient supplement for cultivation of Chlorella sp. UMN271, a locally isolated facultative heterotrophic strain, and to evaluate the nutrient removal efficiencies by alga compared with those from the conventionally decomposed LSM-algae system. The results showed that addition of 0.1% (v/v) acetic, propionic and butyric acids, respectively, could promote algal growth, enhance nutrient removal efficiencies and improve total lipids productivities during a 7-day batch cultivation. Similar results were observed when the acidogenic fermentation was applied to the sterilized and raw digested LSM rich in volatile fatty acids (VFAs). High algal growth rate (0.90 d(-1)) and fatty acid content (10.93% of the dry weight) were observed for the raw VFA-enriched manure sample. Finally, the fatty acid profile analyses showed that Chlorella sp. grown on acidogenically digested manure could be used as a feedstock for high-quality biodiesel production.
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Affiliation(s)
- Bing Hu
- Center for Biorefining and Department of Bioproducts and Biosystems Engineering, University of Minnesota, 1390 Eckles Ave., St. Paul, MN 55108, United States
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Su Y, Mennerich A, Urban B. Comparison of nutrient removal capacity and biomass settleability of four high-potential microalgal species. BIORESOURCE TECHNOLOGY 2012; 124:157-162. [PMID: 22995160 DOI: 10.1016/j.biortech.2012.08.037] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/05/2012] [Revised: 08/09/2012] [Accepted: 08/10/2012] [Indexed: 06/01/2023]
Abstract
Four common used microalgae species were compared in terms of settleability, nutrient removal capacity and biomass productivity. After 1 month training, except cyanobacteria Phormidium sp., three green microalgae species, Chlamydomonas reinhardtii, Chlorella vulgaris and Scenedesmus rubescens, showed good settleability. The N and P removal efficiency was all above 99% within 7, 4, 6 and 6 days for N and 4, 2, 3 and 4 days for P, resulting in the N removal rates of 3.66±0.17, 6.39±0.20, 4.39±0.06 and 4.31±0.18 mg N/l/d and P removal rates of 0.56±0.07, 0.89±0.05, 0.76±0.09 and 0.60±0.05 mg P/l/d for Phormidium sp., C. reinhardtii, C. vulgaris and S. rubescens, respectively. Phormidium sp. had the lowest algal biomass productivity (2.71±0.7 g/m(2)/d) and the other three green microalgae showed higher algal biomass productivity (around 6 g/m(2)/d). Assimilation into biomass was the main removal mechanism for N and P.
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Affiliation(s)
- Yanyan Su
- Faculty of Sustainability, Institute of Ecology, Leuphana University of Lueneburg, Lueneburg 21335, Germany.
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Su Y, Mennerich A, Urban B. Synergistic cooperation between wastewater-born algae and activated sludge for wastewater treatment: influence of algae and sludge inoculation ratios. BIORESOURCE TECHNOLOGY 2012; 105:67-73. [PMID: 22189078 DOI: 10.1016/j.biortech.2011.11.113] [Citation(s) in RCA: 133] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/12/2011] [Revised: 11/26/2011] [Accepted: 11/27/2011] [Indexed: 05/31/2023]
Abstract
An algal-bacterial culture, composed of wastewater-born algae and activated sludge, was cultivated to treat domestic wastewater and accumulate biomass simultaneously. The influence of algae and sludge inoculation ratios on the treatment efficiency and the settleability of the accumulated biomass were investigated. There was no significant effect of the inoculation ratios on the chemical oxygen demand removal. Comparatively, the nutrients removal and related mechanism were varied with different inoculation ratios. The highest nitrogen and phosphorus removal efficiencies were observed with 5:1 (algae/sludge) culture (91.0±7.0% and 93.5±2.5%, respectively) within 10 days, which was 5-40% higher and 2-4 days faster than those with other inoculation ratios. The biomass settleability was improved with the assistance of sludge, and the 1:5 (algae/sludge) culture showed the best settleability. Furthermore, 16S rDNA gene analysis showed that the bacterial communities were varying with different algae and sludge inoculation ratios and some specific bacteria were enriched during operation.
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Affiliation(s)
- Yanyan Su
- Faculty of Environmental Sustainability Sciences and Engineering, Institute of Ecology, Leuphana University of Lueneburg, Lueneburg 21335, Germany.
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de-Bashan LE, Schmid M, Rothballer M, Hartmann A, Bashan Y. CELL-CELL INTERACTION IN THE EUKARYOTE-PROKARYOTE MODEL OF THE MICROALGAE CHLORELLA VULGARIS AND THE BACTERIUM AZOSPIRILLUM BRASILENSE IMMOBILIZED IN POLYMER BEADS(1). JOURNAL OF PHYCOLOGY 2011; 47:1350-9. [PMID: 27020359 DOI: 10.1111/j.1529-8817.2011.01062.x] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
Cell-cell interaction in the eukaryote-prokaryote model of the unicellular, freshwater microalga Chlorella vulgaris Beij. and the plant growth-promoting bacterium Azospirillum brasilense, when jointly immobilized in small polymer alginate beads, was evaluated by quantitative fluorescence in situ hybridization (FISH) combined with SEM. This step revealed significant changes, with an increase in the populations of both partners, cluster (mixed colonies) mode of colonization of the bead by the two microorganisms, increase in the size of microalgae-bacterial clusters, movement of the motile bacteria cells toward the immotile microalgae cells within solid matrix, and formation of firm structures among the bacteria, microalgae cells, and the inert matrix that creates a biofilm. This biofilm was sufficiently strong to keep the two species attached to each other, even after eliminating the alginate support. This study showed that the common structural phenotypic interaction of Azospirillum with roots of higher plants, via fibrils and sheath material, is also formed and maintained during the interaction of this bacterium with the surface of rootless single-cell microalgae.
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Affiliation(s)
- Luz E de-Bashan
- Environmental Microbiology Group, Northwestern Center for Biological Research (CIBNOR), Mar Bermejo 195, Col. Playa Palo de Santa Rita, La Paz, B.C.S. 23090, Mexico The Bashan Foundation, 3740 NW Harrison Blvd., Corvallis, Oregon 97330, USAHelmholtz Zentrum München, German Research Centre for Environmental Health, Department of Microbe-Plant Interactions, Ingolstaedter Landstrasse 1, D-85764 Neuherberg, Germany Environmental Microbiology Group, Northwestern Center for Biological Research (CIBNOR), Mar Bermejo 195, Col. Playa Palo de Santa Rita, La Paz, B.C.S. 23090, Mexico The Bashan Foundation, 3740 NW Harrison Blvd., Corvallis, Oregon 97330, USA
| | - Michael Schmid
- Environmental Microbiology Group, Northwestern Center for Biological Research (CIBNOR), Mar Bermejo 195, Col. Playa Palo de Santa Rita, La Paz, B.C.S. 23090, Mexico The Bashan Foundation, 3740 NW Harrison Blvd., Corvallis, Oregon 97330, USAHelmholtz Zentrum München, German Research Centre for Environmental Health, Department of Microbe-Plant Interactions, Ingolstaedter Landstrasse 1, D-85764 Neuherberg, Germany Environmental Microbiology Group, Northwestern Center for Biological Research (CIBNOR), Mar Bermejo 195, Col. Playa Palo de Santa Rita, La Paz, B.C.S. 23090, Mexico The Bashan Foundation, 3740 NW Harrison Blvd., Corvallis, Oregon 97330, USA
| | - Michael Rothballer
- Environmental Microbiology Group, Northwestern Center for Biological Research (CIBNOR), Mar Bermejo 195, Col. Playa Palo de Santa Rita, La Paz, B.C.S. 23090, Mexico The Bashan Foundation, 3740 NW Harrison Blvd., Corvallis, Oregon 97330, USAHelmholtz Zentrum München, German Research Centre for Environmental Health, Department of Microbe-Plant Interactions, Ingolstaedter Landstrasse 1, D-85764 Neuherberg, Germany Environmental Microbiology Group, Northwestern Center for Biological Research (CIBNOR), Mar Bermejo 195, Col. Playa Palo de Santa Rita, La Paz, B.C.S. 23090, Mexico The Bashan Foundation, 3740 NW Harrison Blvd., Corvallis, Oregon 97330, USA
| | - Anton Hartmann
- Environmental Microbiology Group, Northwestern Center for Biological Research (CIBNOR), Mar Bermejo 195, Col. Playa Palo de Santa Rita, La Paz, B.C.S. 23090, Mexico The Bashan Foundation, 3740 NW Harrison Blvd., Corvallis, Oregon 97330, USAHelmholtz Zentrum München, German Research Centre for Environmental Health, Department of Microbe-Plant Interactions, Ingolstaedter Landstrasse 1, D-85764 Neuherberg, Germany Environmental Microbiology Group, Northwestern Center for Biological Research (CIBNOR), Mar Bermejo 195, Col. Playa Palo de Santa Rita, La Paz, B.C.S. 23090, Mexico The Bashan Foundation, 3740 NW Harrison Blvd., Corvallis, Oregon 97330, USA
| | - Yoav Bashan
- Environmental Microbiology Group, Northwestern Center for Biological Research (CIBNOR), Mar Bermejo 195, Col. Playa Palo de Santa Rita, La Paz, B.C.S. 23090, Mexico The Bashan Foundation, 3740 NW Harrison Blvd., Corvallis, Oregon 97330, USAHelmholtz Zentrum München, German Research Centre for Environmental Health, Department of Microbe-Plant Interactions, Ingolstaedter Landstrasse 1, D-85764 Neuherberg, Germany Environmental Microbiology Group, Northwestern Center for Biological Research (CIBNOR), Mar Bermejo 195, Col. Playa Palo de Santa Rita, La Paz, B.C.S. 23090, Mexico The Bashan Foundation, 3740 NW Harrison Blvd., Corvallis, Oregon 97330, USA
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Consortia of cyanobacteria/microalgae and bacteria: Biotechnological potential. Biotechnol Adv 2011; 29:896-907. [DOI: 10.1016/j.biotechadv.2011.07.009] [Citation(s) in RCA: 303] [Impact Index Per Article: 23.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2011] [Revised: 06/14/2011] [Accepted: 07/03/2011] [Indexed: 12/21/2022]
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Cha KH, Lee JY, Song DG, Kim SM, Lee DU, Jeon JY, Pan CH. Effect of microfluidization on in vitro micellization and intestinal cell uptake of lutein from Chlorella vulgaris. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2011; 59:8670-4. [PMID: 21776960 DOI: 10.1021/jf2019243] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
Chlorella is a nutrient-rich microalga that contains protein, lipid, minerals, vitamins, and high levels of lutein. This study evaluated the bioavailability of lutein from Chlorella vulgaris using a coupled in vitro digestion and human intestinal Caco-2 cell model. Lutein bioaccessibility was low, and approximately 75% of total C. vulgaris lutein was not micellized during the digestion process but remained in the insoluble digestate. Microfluidization improved lutein micellization efficiency during C. vulgaris digestion. C. vulgaris was microfluidized at a pressure exceeding 10000 psi, and the cell surface disruption was visualized by scanning electron microscopy. The mean C. vulgaris particle size was reduced from 3.56 to 0.35 μm with the microfluidization treatment. C. vulgaris microfluidization at 20000 psi was three times more efficient for aqueous lutein micelles production as compared with untreated C. vulgaris, and the final lutein content accumulated by intestinal Caco-2 cells was also higher with microfluidization. C. vulgaris lutein stability was not affected by microfluidization. These results indicate that microfluidization may be useful for improving lutein bioaccessibility from C. vulgaris during food processing.
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Affiliation(s)
- Kwang Hyun Cha
- Functional Food Center, Korea Institute of Science and Technology (KIST), Gangneung, Gangwon-do, Korea
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Su Y, Mennerich A, Urban B. Municipal wastewater treatment and biomass accumulation with a wastewater-born and settleable algal-bacterial culture. WATER RESEARCH 2011; 45:3351-8. [PMID: 21513965 DOI: 10.1016/j.watres.2011.03.046] [Citation(s) in RCA: 89] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/17/2010] [Revised: 03/20/2011] [Accepted: 03/23/2011] [Indexed: 05/13/2023]
Abstract
A wastewater-born and settleable algal-bacterial culture, cultivated in a stirred tank photobioreactor under lab conditions, was used to remove the carbon and nutrients in municipal wastewater and accumulate biomass simultaneously. The algal-bacterial culture showed good settleable property and could totally settle down over 20 min, resulting in a reduction of total suspended solids from an initial 1.84 to 0.016 g/l. The average removal efficiencies of chemical oxygen demand, total kjeldahl nitrogen and phosphate were 98.2 ± 1.3%, 88.3 ± 1.6% and 64.8 ± 1.0% within 8 days, respectively, while the average biomass productivity was 10.9 ± 1.1 g/m(2) · d. Accumulation into biomass, identified as the main nitrogen and phosphorus removal mechanism, accounted for 44.9 ± 0.4% and 61.6 ± 0.5% of total inlet nitrogen and phosphorus, respectively. Microscopic analysis showed the main algae species in the bioreactor were filamentous blue-green algae. Furthermore, denaturing gradient gel electrophoresis and 16S rDNA gene sequencing revealed that the main bacteria present in the photobioreactor were consortia with sequences similar to those of Flavobacteria, Gammaproteobacteria, Bacteroidia and Betaproteobacteria. This study explores a better understanding of an algae-bacteria system and offers new information on further usage of biomass accumulated during treatment.
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Affiliation(s)
- Yanyan Su
- Faculty of Environmental Sciences and Engineering, Institute of Ecology and Environmental Chemistry, Leuphana University of Lueneburg, Lueneburg 21335, Germany.
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Imase M, Watanabe K, Kitamura T, Tanaka H, Aoyagi H. Screening for lectin-like protein-producing microorganisms based on cell surface proteins. Can J Microbiol 2011; 57:78-83. [PMID: 21326349 DOI: 10.1139/w10-104] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
A method for screening lectin-producing microorganisms was developed. The presence of lectin on microbial cell surfaces was used as an index for their selective isolation. The lectin-producing microorganisms adhered to sugar-modified agarose beads and were selectively eluted with specific saccharide solutions. Spin columns were an effective tool for excluding non-lectin producers. Eighty-seven percent of the microorganisms that were eluted from the beads showed hemagglutination. The results of sequence analysis indicated that some of the eluted microorganisms have not been previously identified as lectin-producing microorganisms.
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Affiliation(s)
- Masato Imase
- Life Science and Bioengineering, Graduate School of Life and Environmental Science, University of Tsukuba, 1-1-1 Ten-nodai, Tsukuba, Ibaraki 305-8572, Japan
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Simultaneous nutrients and carbon removal during pretreated swine slurry degradation in a tubular biofilm photobioreactor. Appl Microbiol Biotechnol 2009; 82:187-94. [DOI: 10.1007/s00253-008-1825-3] [Citation(s) in RCA: 81] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2008] [Revised: 12/02/2008] [Accepted: 12/11/2008] [Indexed: 10/21/2022]
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Watanabe K, Komatsu N, Ishii Y, Negishi M. Effective isolation of bacterioplankton genus Polynucleobacter from freshwater environments grown on photochemically degraded dissolved organic matter. FEMS Microbiol Ecol 2008; 67:57-68. [PMID: 19049496 DOI: 10.1111/j.1574-6941.2008.00606.x] [Citation(s) in RCA: 49] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
Effective isolation of freshwater bacterioplankton belonging to genus Polynucleobacter from a shallow eutrophic lake and its tributary was achieved by size-selective filtration with a 0.7-mum pore filter and cultivation on R2A agar medium. Partial 16S rRNA gene analysis showed that over 80% of all the strains were highly similar to the Polynucleobacter cluster. Essential medium components for effective cultivation are pyruvate, yeast extract and peptone, whereas soluble starch and glucose are not necessary. Isolate KF001 (affiliated with Polynucleobacter subcluster D) has a strict requirement for organic acids as carbon sources, and we hypothesize that the Polynucleobacter cluster of bacteria could utilize compounds formed via photochemically dissolved organic matter (DOM) degradation for growth. Because organic acids form from solar radiation of DOM in aquatic environments, carbon sources that are typical products of DOM photochemical degradation were added to the medium. These compounds were readily utilized by KF001 in this study. Finally, we observed the stimulation of strain KF001 activity by photochemical degradation of natural lake water. Our findings suggest a carbon flow of DOM photoproducts to Polynucleobacter in the freshwater microbial loop.
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Affiliation(s)
- Keiji Watanabe
- Ibaraki Kasumigaura Environmental Science Center, Tsuchiura, Ibaraki, Japan.
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