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Wolf KKE, Hoppe CJM, Leese F, Weiss M, Rost B, Neuhaus S, Gross T, Kühne N, John U. Revealing environmentally driven population dynamics of an Arctic diatom using a novel microsatellite PoolSeq barcoding approach. Environ Microbiol 2021; 23:3809-3824. [PMID: 33559305 DOI: 10.1111/1462-2920.15424] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Revised: 02/01/2021] [Accepted: 02/02/2021] [Indexed: 11/28/2022]
Abstract
Ecological stability under environmental change is determined by both interspecific and intraspecific processes. Particularly for planktonic microorganisms, it is challenging to follow intraspecific dynamics over space and time. We propose a new method, microsatellite PoolSeq barcoding (MPB), for tracing allele frequency changes in protist populations. We successfully applied this method to experimental community incubations and field samples of the diatom Thalassiosira hyalina from the Arctic, a rapidly changing ecosystem. Validation of the method found compelling accuracy in comparison with established genotyping approaches within different diversity contexts. In experimental and environmental samples, we show that MPB can detect meaningful patterns of population dynamics, resolving allelic stability and shifts within a key diatom species in response to experimental treatments as well as different bloom phases and years. Through our novel MPB approach, we produced a large dataset of populations at different time-points and locations with comparably little effort. Results like this can add insights into the roles of selection and plasticity in natural protist populations under stable experimental but also variable field conditions. Especially for organisms where genotype sampling remains challenging, MPB holds great potential to efficiently resolve eco-evolutionary dynamics and to assess the mechanisms and limits of resilience to environmental stressors.
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Affiliation(s)
- Klara K E Wolf
- Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research, Bremerhaven, Germany
| | - Clara J M Hoppe
- Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research, Bremerhaven, Germany
| | - Florian Leese
- Faculty of Biology, Aquatic Ecosystem Research, University of Duisburg-Essen, Essen, Germany
| | - Martina Weiss
- Faculty of Biology, Aquatic Ecosystem Research, University of Duisburg-Essen, Essen, Germany
| | - Björn Rost
- Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research, Bremerhaven, Germany.,University of Bremen, FB2, Bremen, Germany
| | - Stefan Neuhaus
- Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research, Bremerhaven, Germany
| | - Thilo Gross
- Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research, Bremerhaven, Germany.,University of Oldenburg, ICBM, Oldenburg, Germany.,Helmholtz Institute for Functional Marine Biodiversity, Oldenburg, Germany
| | - Nancy Kühne
- Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research, Bremerhaven, Germany
| | - Uwe John
- Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research, Bremerhaven, Germany.,Helmholtz Institute for Functional Marine Biodiversity, Oldenburg, Germany
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Wolf KKE, Romanelli E, Rost B, John U, Collins S, Weigand H, Hoppe CJM. Company matters: The presence of other genotypes alters traits and intraspecific selection in an Arctic diatom under climate change. GLOBAL CHANGE BIOLOGY 2019; 25:2869-2884. [PMID: 31058393 PMCID: PMC6852494 DOI: 10.1111/gcb.14675] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/17/2018] [Revised: 04/15/2019] [Accepted: 04/15/2019] [Indexed: 05/11/2023]
Abstract
Arctic phytoplankton and their response to future conditions shape one of the most rapidly changing ecosystems on the planet. We tested how much the phenotypic responses of strains from the same Arctic diatom population diverge and whether the physiology and intraspecific composition of multistrain populations differs from expectations based on single strain traits. To this end, we conducted incubation experiments with the diatom Thalassiosira hyalina under present-day and future temperature and pCO2 treatments. Six fresh isolates from the same Svalbard population were incubated as mono- and multistrain cultures. For the first time, we were able to closely follow intraspecific selection within an artificial population using microsatellites and allele-specific quantitative PCR. Our results showed not only that there is substantial variation in how strains of the same species cope with the tested environments but also that changes in genotype composition, production rates, and cellular quotas in the multistrain cultures are not predictable from monoculture performance. Nevertheless, the physiological responses as well as strain composition of the artificial populations were highly reproducible within each environment. Interestingly, we only detected significant strain sorting in those populations exposed to the future treatment. This study illustrates that the genetic composition of populations can change on very short timescales through selection from the intraspecific standing stock, indicating the potential for rapid population level adaptation to climate change. We further show that individuals adjust their phenotype not only in response to their physicochemical but also to their biological surroundings. Such intraspecific interactions need to be understood in order to realistically predict ecosystem responses to global change.
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Affiliation(s)
- Klara K. E. Wolf
- Marine BiogeosciencesAlfred Wegener Institut – Helmholtz‐Zentrum für Polar‐ und MeeresforschungBremerhavenGermany
| | - Elisa Romanelli
- Marine BiogeosciencesAlfred Wegener Institut – Helmholtz‐Zentrum für Polar‐ und MeeresforschungBremerhavenGermany
- Marine Science InstituteUniversity of CaliforniaSanta BarbaraCalifornia
| | - Björn Rost
- Marine BiogeosciencesAlfred Wegener Institut – Helmholtz‐Zentrum für Polar‐ und MeeresforschungBremerhavenGermany
- University of BremenBremenGermany
| | - Uwe John
- Marine BiogeosciencesAlfred Wegener Institut – Helmholtz‐Zentrum für Polar‐ und MeeresforschungBremerhavenGermany
- Helmholtz Institute for Functional Marine Biodiversity (HIFMB)OldenburgGermany
| | - Sinead Collins
- Institute of Evolutionary Biology, School of Biological SciencesUniversity of EdinburghEdinburghUK
| | - Hannah Weigand
- Aquatic Ecosystem Research, Faculty of BiologyUniversity of Duisburg‐EssenEssenGermany
| | - Clara J. M. Hoppe
- Marine BiogeosciencesAlfred Wegener Institut – Helmholtz‐Zentrum für Polar‐ und MeeresforschungBremerhavenGermany
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Ashrafi R, Bruneaux M, Sundberg LR, Pulkkinen K, Ketola T. Application of high resolution melting assay (HRM) to study temperature-dependent intraspecific competition in a pathogenic bacterium. Sci Rep 2017; 7:980. [PMID: 28428555 PMCID: PMC5430548 DOI: 10.1038/s41598-017-01074-y] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2016] [Accepted: 03/22/2017] [Indexed: 01/18/2023] Open
Abstract
Studies on species’ responses to climate change have focused largely on the direct effect of abiotic factors and in particular temperature, neglecting the effects of biotic interactions in determining the outcome of climate change projections. Many microbes rely on strong interference competition; hence the fitness of many pathogenic bacteria could be a function of both their growth properties and intraspecific competition. However, due to technical challenges in distinguishing and tracking individual strains, experimental evidence on intraspecific competition has been limited so far. Here, we developed a robust application of the high-resolution melting (HRM) assay to study head-to-head competition between mixed genotype co-cultures of a waterborne bacterial pathogen of fish, Flavobacterium columnare, at two different temperatures. We found that competition outcome in liquid cultures seemed to be well predicted by growth yield of isolated strains, but was mostly inconsistent with interference competition results measured in inhibition tests on solid agar, especially as no growth inhibition between strain pairs was detected at the higher temperature. These results suggest that, for a given temperature, the factors driving competition outcome differ between liquid and solid environments.
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Affiliation(s)
- Roghaieh Ashrafi
- Department of Biological and Environmental Science (and Nanoscience Center), University of Jyvaskyla, Centre of Excellence in Biological Interactions, P.O. Box 35, FI-40014, Jyvaskyla, Finland.
| | - Matthieu Bruneaux
- Department of Biological and Environmental Science (and Nanoscience Center), University of Jyvaskyla, Centre of Excellence in Biological Interactions, P.O. Box 35, FI-40014, Jyvaskyla, Finland
| | - Lotta-Riina Sundberg
- Department of Biological and Environmental Science (and Nanoscience Center), University of Jyvaskyla, Centre of Excellence in Biological Interactions, P.O. Box 35, FI-40014, Jyvaskyla, Finland
| | - Katja Pulkkinen
- Department of Biological and Environmental Science, University of Jyvaskyla, P.O. Box 35, FI-40014, Jyvaskyla, Finland
| | - Tarmo Ketola
- Department of Biological and Environmental Science (and Nanoscience Center), University of Jyvaskyla, Centre of Excellence in Biological Interactions, P.O. Box 35, FI-40014, Jyvaskyla, Finland
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Sánchez D, Solórzano-Gordillo E, Vandame R. A Study on Intraspecific Resource Partitioning in the Stingless bee Scaptotrigona mexicana Guérin (Apidae, Meliponini) Using Behavioral and Molecular Techniques. NEOTROPICAL ENTOMOLOGY 2016; 45:518-523. [PMID: 27197722 DOI: 10.1007/s13744-016-0404-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/27/2015] [Accepted: 04/11/2016] [Indexed: 06/05/2023]
Abstract
As a general rule, within an ecological guild, there is one species that is dominant and is commonly the most abundant. The aim of this work was to investigate if such pattern occurs intraspecifically, among colonies of the stingless bee Scaptotrigona mexicana Guérin. Through behavioral and molecular techniques, we found preliminary evidence that apparently colonies of this species do not monopolize resources, instead they seem to share food; however, some colonies had more foragers in a food patch or in a feeder, so some type of exclusion could be at work, though we could not determine the final output of such interaction, i.e., if underrepresented colonies were eventually excluded, developed slower or were overrepresented in other food patches. Our results give evidence that resource partitioning within this species occurs peacefully; however, further studies are necessary to determine if threatening behavior or aggressions appear when resources are scarce and competition becomes harsher.
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Affiliation(s)
- D Sánchez
- El Colegio de la Frontera Sur, Carretera Antiguo Aeropuerto km 2.5, Tapachula, Chiapas,, C.P. 30700, Mexico.
| | - E Solórzano-Gordillo
- El Colegio de la Frontera Sur, Carretera Antiguo Aeropuerto km 2.5, Tapachula, Chiapas,, C.P. 30700, Mexico
| | - R Vandame
- El Colegio de la Frontera Sur, Carretera Antiguo Aeropuerto km 2.5, Tapachula, Chiapas,, C.P. 30700, Mexico
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Minter EJA, Watts PC, Lowe CD, Brockhurst MA. Negative frequency-dependent selection is intensified at higher population densities in protist populations. Biol Lett 2016; 11:20150192. [PMID: 26063750 PMCID: PMC4528467 DOI: 10.1098/rsbl.2015.0192] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
Natural populations of free-living protists often exhibit high-levels of intraspecific diversity, yet this is puzzling as classic evolutionary theory predicts dominance by genotypes with high fitness, particularly in large populations where selection is efficient. Here, we test whether negative frequency-dependent selection (NFDS) plays a role in the maintenance of diversity in the marine flagellate Oxyrrhis marina using competition experiments between multiple pairs of strains. We observed strain-specific responses to frequency and density, but an overall signature of NFDS that was intensified at higher population densities. Because our strains were not selected a priori on the basis of particular traits expected to exhibit NFDS, these data represent a relatively unbiased estimate of the role for NFDS in maintaining diversity in protist populations. These findings could help to explain how bloom-forming plankton, which periodically achieve exceptionally high population densities, maintain substantial intraspecific diversity.
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Affiliation(s)
- Ewan J A Minter
- Department of Biology, University of York, Wentworth Way, York, Yorkshire YO10 5DD, UK
| | - Phillip C Watts
- Department of Ecology, University of Oulu, PO Box 3000, 90014 Oulu, Finland
| | - Chris D Lowe
- Centre for Ecology and Conservation, College of Life and Environmental Sciences, University of Exeter, Cornwall Campus, Falmouth TR10 9FE, UK
| | - Michael A Brockhurst
- Department of Biology, University of York, Wentworth Way, York, Yorkshire YO10 5DD, UK
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