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Dawson HM, Connors E, Erazo NG, Sacks JS, Mierzejewski V, Rundell SM, Carlson LT, Deming JW, Ingalls AE, Bowman JS, Young JN. Microbial metabolomic responses to changes in temperature and salinity along the western Antarctic Peninsula. THE ISME JOURNAL 2023; 17:2035-2046. [PMID: 37709939 PMCID: PMC10579395 DOI: 10.1038/s41396-023-01475-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Revised: 06/28/2023] [Accepted: 06/30/2023] [Indexed: 09/16/2023]
Abstract
Seasonal cycles within the marginal ice zones in polar regions include large shifts in temperature and salinity that strongly influence microbial abundance and physiology. However, the combined effects of concurrent temperature and salinity change on microbial community structure and biochemical composition during transitions between seawater and sea ice are not well understood. Coastal marine communities along the western Antarctic Peninsula were sampled and surface seawater was incubated at combinations of temperature and salinity mimicking the formation (cold, salty) and melting (warm, fresh) of sea ice to evaluate how these factors may shape community composition and particulate metabolite pools during seasonal transitions. Bacterial and algal community structures were tightly coupled to each other and distinct across sea-ice, seawater, and sea-ice-meltwater field samples, with unique metabolite profiles in each habitat. During short-term (approximately 10-day) incubations of seawater microbial communities under different temperature and salinity conditions, community compositions changed minimally while metabolite pools shifted greatly, strongly accumulating compatible solutes like proline and glycine betaine under cold and salty conditions. Lower salinities reduced total metabolite concentrations in particulate matter, which may indicate a release of metabolites into the labile dissolved organic matter pool. Low salinity also increased acylcarnitine concentrations in particulate matter, suggesting a potential for fatty acid degradation and reduced nutritional value at the base of the food web during freshening. Our findings have consequences for food web dynamics, microbial interactions, and carbon cycling as polar regions undergo rapid climate change.
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Affiliation(s)
- H M Dawson
- School of Oceanography, University of Washington, Seattle, WA, 98195, USA.
| | - E Connors
- Scripps Institution of Oceanography, UC San Diego, La Jolla, CA, 92037, USA
| | - N G Erazo
- Scripps Institution of Oceanography, UC San Diego, La Jolla, CA, 92037, USA
- Center for Marine Biodiversity and Conservation, UC San Diego, La Jolla, CA, 92037, USA
| | - J S Sacks
- School of Oceanography, University of Washington, Seattle, WA, 98195, USA
| | - V Mierzejewski
- School of Earth and Space Exploration, Arizona State University, Tempe, AZ, 85287, USA
| | - S M Rundell
- School of Oceanography, University of Washington, Seattle, WA, 98195, USA
| | - L T Carlson
- School of Oceanography, University of Washington, Seattle, WA, 98195, USA
| | - J W Deming
- School of Oceanography, University of Washington, Seattle, WA, 98195, USA
| | - A E Ingalls
- School of Oceanography, University of Washington, Seattle, WA, 98195, USA
| | - J S Bowman
- Scripps Institution of Oceanography, UC San Diego, La Jolla, CA, 92037, USA
- Center for Marine Biodiversity and Conservation, UC San Diego, La Jolla, CA, 92037, USA
- Center for Microbiome Innovation, UC San Diego, La Jolla, CA, 92037, USA
| | - J N Young
- School of Oceanography, University of Washington, Seattle, WA, 98195, USA.
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Schroer WF, Kepner HE, Uchimiya M, Mejia C, Rodriguez LT, Reisch CR, Moran MA. Functional annotation and importance of marine bacterial transporters of plankton exometabolites. ISME COMMUNICATIONS 2023; 3:37. [PMID: 37185952 PMCID: PMC10130141 DOI: 10.1038/s43705-023-00244-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Revised: 04/01/2023] [Accepted: 04/14/2023] [Indexed: 05/17/2023]
Abstract
Metabolite exchange within marine microbial communities transfers carbon and other major elements through global cycles and forms the basis of microbial interactions. Yet lack of gene annotations and concern about the quality of existing ones remain major impediments to revealing currencies of carbon flux. We employed an arrayed mutant library of the marine bacterium Ruegeria pomeroyi DSS-3 to experimentally annotate substrates of organic compound transporter systems, using mutant growth and compound drawdown analyses to link transporters to their cognate substrates. Mutant experiments verified substrates for thirteen R. pomeroyi transporters. Four were previously hypothesized based on gene expression data (taurine, glucose/xylose, isethionate, and cadaverine/putrescine/spermidine); five were previously hypothesized based on homology to experimentally annotated transporters in other bacteria (citrate, glycerol, N-acetylglucosamine, fumarate/malate/succinate, and dimethylsulfoniopropionate); and four had no previous annotations (thymidine, carnitine, cysteate, and 3-hydroxybutyrate). These bring the total number of experimentally-verified organic carbon influx transporters to 18 of 126 in the R. pomeroyi genome. In a longitudinal study of a coastal phytoplankton bloom, expression patterns of the experimentally annotated transporters linked them to different stages of the bloom, and also led to the hypothesis that citrate and 3-hydroxybutyrate were among the most highly available bacterial substrates. Improved functional annotation of the gatekeepers of organic carbon uptake is critical for deciphering carbon flux and fate in microbial ecosystems.
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Affiliation(s)
- William F Schroer
- Department of Marine Sciences, University of Georgia, Athens, GA, 30602, USA
| | - Hannah E Kepner
- Department of Marine Sciences, University of Georgia, Athens, GA, 30602, USA
- College of Fisheries and Ocean Sciences, University of Alaska Fairbanks, Fairbanks, AK, 99775, USA
| | - Mario Uchimiya
- Complex Carbohydrate Research Center, University of Georgia, Athens, GA, 30602, USA
| | - Catalina Mejia
- Department of Microbiology and Cell Science, University of Florida, Gainesville, FL, 32611, USA
| | | | - Christopher R Reisch
- Department of Microbiology and Cell Science, University of Florida, Gainesville, FL, 32611, USA
| | - Mary Ann Moran
- Department of Marine Sciences, University of Georgia, Athens, GA, 30602, USA.
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Koester I, Quinlan ZA, Nothias LF, White ME, Rabines A, Petras D, Brunson JK, Dührkop K, Ludwig M, Böcker S, Azam F, Allen AE, Dorrestein PC, Aluwihare LI. Illuminating the dark metabolome of Pseudo-nitzschia-microbiome associations. Environ Microbiol 2022; 24:5408-5424. [PMID: 36222155 PMCID: PMC9707391 DOI: 10.1111/1462-2920.16242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Accepted: 10/09/2022] [Indexed: 11/28/2022]
Abstract
The exchange of metabolites mediates algal and bacterial interactions that maintain ecosystem function. Yet, while thousands of metabolites are produced, only a few molecules have been identified in these associations. Using the ubiquitous microalgae Pseudo-nitzschia sp., as a model, we employed an untargeted metabolomics strategy to assign structural characteristics to the metabolites that distinguished specific diatom-microbiome associations. We cultured five species of Pseudo-nitzschia, including two species that produced the toxin domoic acid, and examined their microbiomes and metabolomes. A total of 4826 molecular features were detected by tandem mass spectrometry. Only 229 of these could be annotated using available mass spectral libraries, but by applying new in silico annotation tools, characterization was expanded to 2710 features. The metabolomes of the Pseudo-nitzschia-microbiome associations were distinct and distinguished by structurally diverse nitrogen compounds, ranging from simple amines and amides to cyclic compounds such as imidazoles, pyrrolidines and lactams. By illuminating the dark metabolomes, this study expands our capacity to discover new chemical targets that facilitate microbial partnerships and uncovers the chemical diversity that underpins algae-bacteria interactions.
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Affiliation(s)
- Irina Koester
- Scripps Institution of Oceanography, University of California San Diego, La Jolla, USA
| | - Zachary A. Quinlan
- Scripps Institution of Oceanography, University of California San Diego, La Jolla, USA
| | - Louis-Félix Nothias
- Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, USA
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, USA
| | - Margot E. White
- Scripps Institution of Oceanography, University of California San Diego, La Jolla, USA
| | - Ariel Rabines
- Scripps Institution of Oceanography, University of California San Diego, La Jolla, USA
- Microbial and Environmental Genomics Group, J. Craig Venter Institute, La Jolla, CA 92037, USA
| | - Daniel Petras
- Scripps Institution of Oceanography, University of California San Diego, La Jolla, USA
- Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, USA
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, USA
| | - John K. Brunson
- Scripps Institution of Oceanography, University of California San Diego, La Jolla, USA
- Microbial and Environmental Genomics Group, J. Craig Venter Institute, La Jolla, CA 92037, USA
| | - Kai Dührkop
- Chair for Bioinformatics, Friedrich Schiller University, Jena, Germany
| | - Marcus Ludwig
- Chair for Bioinformatics, Friedrich Schiller University, Jena, Germany
| | - Sebastian Böcker
- Chair for Bioinformatics, Friedrich Schiller University, Jena, Germany
| | - Farooq Azam
- Scripps Institution of Oceanography, University of California San Diego, La Jolla, USA
| | - Andrew E. Allen
- Scripps Institution of Oceanography, University of California San Diego, La Jolla, USA
- Microbial and Environmental Genomics Group, J. Craig Venter Institute, La Jolla, CA 92037, USA
| | - Pieter C. Dorrestein
- Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, USA
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, USA
| | - Lihini I. Aluwihare
- Scripps Institution of Oceanography, University of California San Diego, La Jolla, USA
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Distribution and Release of Volatile Organic Sulfur Compounds in Yangcheng Lake. WATER 2022. [DOI: 10.3390/w14081199] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Volatile organic sulfur compounds (VOSCs) function as a water–atmosphere link in the global sulfur cycle. It is generally believed that the vast majority of VOSCs are released from the ocean. However, due to the pervasive eutrophication and pollution of inland waters, the VOSC production and emission in rivers, lakes and reservoirs are attracting more attention. In this study, the temporal and spatial distributions of three VOSCs, including methanethiol, Dimethyl sulfide, and dimethyl disulfide in Yangcheng Lake, a eutrophic shallow lake, are investigated monthly and seasonally. Results show that VOSCs are higher in summer and autumn, with the western region as a hotspot. Our results show a positive correlation between VOSC and phytoplankton biomass (p < 0.05). Interestingly, from algal phylum composition, all the phylum, except those with low biomass, played a positive effect on VOSCs’ concentration. We did not find any specific phylum or species of cyanobacteria that contributed solely to the VOSCs. The water-air effluxes of Dimethyl sulfide (DMS) are estimated by a stagnant film model. The DMS effluxes from Yangcheng Lakes were higher than deep lakes and similar to the ocean, indicating that VOSCs, particularly DMS, in those eutrophic shallow lakes were non-negligible.
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Shen L, Zhang S, Chen G. Regulated strategies of cold-adapted microorganisms in response to cold: a review. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2021; 28:68006-68024. [PMID: 34648167 DOI: 10.1007/s11356-021-16843-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
There are a large number of active cold-adapted microorganisms in the perennial cold environment. Due to their high-efficiency and energy-saving catalytic properties, cold-adapted microorganisms have become valuable natural resources with potential in various biological fields. In this study, a series of cold response strategies for microorganisms were summarized. This mainly involves the regulation of cell membrane fluidity, synthesis of cold adaptation proteins, regulators and metabolic changes, energy supply, and reactive oxygen species. Also, the potential of biocatalysts produced by cold-adapted microorganisms including cold-active enzymes, ice-binding proteins, polyhydroxyalkanoates, and surfactants was introduced, which provided a guidance for expanding its application values. Overall, new insights were obtained on response strategies of microorganisms to cold environments in this review. This will deepen the understanding of the cold tolerance mechanism of cold-adapted microorganisms, thus promoting the establishment and application of low-temperature biotechnology.
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Affiliation(s)
- Lijun Shen
- College of Life Sciences, Jilin Agricultural University, Changchun, China
- Key Laboratory of Straw Biology and Utilization, The Ministry of Education, Changchun, China
| | - Sitong Zhang
- College of Life Sciences, Jilin Agricultural University, Changchun, China.
- Key Laboratory of Straw Biology and Utilization, The Ministry of Education, Changchun, China.
| | - Guang Chen
- College of Life Sciences, Jilin Agricultural University, Changchun, China.
- Key Laboratory of Straw Biology and Utilization, The Ministry of Education, Changchun, China.
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Abstract
Phytoplankton transform inorganic carbon into thousands of biomolecules that represent an important pool of fixed carbon, nitrogen, and sulfur in the surface ocean. Metabolite production differs between phytoplankton, and the flux of these molecules through the microbial food web depends on compound-specific bioavailability to members of a wider microbial community. Yet relatively little is known about the diversity or concentration of metabolites within marine plankton. Here, we compare 313 polar metabolites in 21 cultured phytoplankton species and in natural planktonic communities across environmental gradients to show that bulk community metabolomes reflect the chemical composition of the phytoplankton community. We also show that groups of compounds have similar patterns across space and taxonomy, suggesting that the concentrations of these compounds in the environment are controlled by similar sources and sinks. We quantify several compounds in the surface ocean that represent substantial understudied pools of labile carbon. For example, the N-containing metabolite homarine was up to 3% of particulate carbon and is produced in high concentrations by cultured Synechococcus, and S-containing gonyol accumulated up to 2.5 nM in surface particles and likely originates from dinoflagellates or haptophytes. Our results show that phytoplankton composition directly shapes the carbon composition of the surface ocean. Our findings suggest that in order to access these pools of bioavailable carbon, the wider microbial community must be adapted to phytoplankton community composition. IMPORTANCE Microscopic phytoplankton transform 100 million tons of inorganic carbon into thousands of different organic compounds each day. The structure of each chemical is critical to its biological and ecosystem function, yet the diversity of biomolecules produced by marine microbial communities remained mainly unexplored, especially small polar molecules which are often considered the currency of the microbial loop. Here, we explore the abundance and diversity of small biomolecules in planktonic communities across ecological gradients in the North Pacific and within 21 cultured phytoplankton species. Our work demonstrates that phytoplankton diversity is an important determinant of the chemical composition of the highly bioavailable pool of organic carbon in the ocean, and we highlight understudied yet abundant compounds in both the environment and cultured organisms. These findings add to understanding of how the chemical makeup of phytoplankton shapes marine microbial communities where the ability to sense and use biomolecules depends on the chemical structure.
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