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Vafeiadou AM, Geldhof K, Barhdadi W, Baetens JM, De Baets B, Moens T, Daly AJ. Temperature-driven dynamics: unraveling the impact of climate change on cryptic species interactions within the Litoditis marina complex. PeerJ 2024; 12:e17324. [PMID: 38784398 PMCID: PMC11114120 DOI: 10.7717/peerj.17324] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Accepted: 04/10/2024] [Indexed: 05/25/2024] Open
Abstract
Anthropogenic climate change and the associated increase in sea temperatures are projected to greatly impact marine ecosystems. Temperature variation can influence the interactions between species, leading to cascading effects on the abundance, diversity and composition of communities. Such changes in community structure can have consequences on ecosystem stability, processes and the services it provides. Therefore, it is important to better understand the role of species interactions in the development of communities and how they are influenced by environmental factors like temperature. The coexistence of closely related cryptic species, with significant biological and ecological differences, makes this even more complex. This study investigated the effect of temperature on species growth and both intra- and interspecific interactions of three species within the free-living nematode Litoditis marina complex. To achieve this, closed microcosm experiments were conducted on the L. marina species Pm I, Pm III and Pm IV in monoculture and combined cultures at two temperature treatments of 15 °C and 20 °C. A population model was constructed to elucidate and quantify the effects of intra- and interspecific interactions on nematode populations. The relative competitive abilities of the investigated species were quantified using the Modern Coexistence Theory (MCT) framework. Temperature had strong and disparate effects on the population growth of the distinct L. marina species. This indicates temperature could play an important role in the distribution of these cryptic species. Both competitive and facilitative interactions were observed in the experiments. Temperature affected both the type and the strength of the species interactions, suggesting a change in temperature could impact the coexistence of these closely related species, alter community dynamics and consequently affect ecosystem processes and services.
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Affiliation(s)
- Anna-Maria Vafeiadou
- Department of Biology, Marine Biology Research Group, Universiteit Gent, Ghent, Belgium
| | - Kevin Geldhof
- Department of Biology, Marine Biology Research Group, Universiteit Gent, Ghent, Belgium
| | - Wissam Barhdadi
- Department of Data Analysis and Mathematical Modelling, Universiteit Gent, Ghent, Belgium
| | - Jan M. Baetens
- Department of Data Analysis and Mathematical Modelling, Universiteit Gent, Ghent, Belgium
| | - Bernard De Baets
- Department of Data Analysis and Mathematical Modelling, Universiteit Gent, Ghent, Belgium
| | - Tom Moens
- Department of Biology, Marine Biology Research Group, Universiteit Gent, Ghent, Belgium
| | - Aisling J. Daly
- Department of Data Analysis and Mathematical Modelling, Universiteit Gent, Ghent, Belgium
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2
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Kim T, Lee C, Kwon I, Lee J, Park SY, Kim DU, Lee J, Jin G, Yousefzadeh M, Bae H, Yoo Y, Kim JJ, Noh J, Hong S, Kwon BO, Chang WK, Chang GS, Khim JS. Integrated assessment of the natural purification capacity of tidal flat for persistent toxic substances and heavy metals in contaminated sediments. ENVIRONMENT INTERNATIONAL 2024; 185:108534. [PMID: 38458115 DOI: 10.1016/j.envint.2024.108534] [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: 10/04/2023] [Revised: 02/15/2024] [Accepted: 02/23/2024] [Indexed: 03/10/2024]
Abstract
Natural purification of pollutants is highly recognized as regulating ecosystem services; however, the purification capacity of tidal flats remains largely unknown and/or unquantified. A 60-day mesocosm transplant experiment was conducted in situ to assess the purification capacity of natural tidal flats. We adopted the advanced sediment quality triad approach, monitoring 10 endpoints, including chemical reduction, toxicity changes, and community recoveries. The results indicated that contaminated sediments rapidly recovered over time, particularly > 50% within a day, then slowly recovered up to ∼ 70% in a given period (60 days). A significant early reduction of parent pollutants was evidenced across all treatments, primarily due to active bacterial decomposition. Notably, the presence of benthic fauna and vegetated halophytes in the treatments significantly enhanced the purification of pollutants in both efficacy and efficiency. A forecast linear modeling further suggested additive effects of biota on the natural purification of tidal flats, reducing a full recovery time from 500 to 300 days. Overall, the triad approach with machine learning practices successfully demonstrated quantitative insight into the integrated assessment of natural purification.
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Affiliation(s)
- Taewoo Kim
- School of Earth and Environmental Sciences & Research Institute of Oceanography, Seoul National University, Seoul 08826, Republic of Korea.
| | - Changkeun Lee
- School of Earth and Environmental Sciences & Research Institute of Oceanography, Seoul National University, Seoul 08826, Republic of Korea.
| | - Inha Kwon
- School of Earth and Environmental Sciences & Research Institute of Oceanography, Seoul National University, Seoul 08826, Republic of Korea.
| | - Junghyun Lee
- Department of Environmental Education, Kongju National University, Gongju 32588, Republic of Korea.
| | - Shin Yeong Park
- School of Earth and Environmental Sciences & Research Institute of Oceanography, Seoul National University, Seoul 08826, Republic of Korea.
| | - Dong-U Kim
- School of Earth and Environmental Sciences & Research Institute of Oceanography, Seoul National University, Seoul 08826, Republic of Korea.
| | - Jongmin Lee
- School of Earth and Environmental Sciences & Research Institute of Oceanography, Seoul National University, Seoul 08826, Republic of Korea.
| | - Gayoung Jin
- School of Earth and Environmental Sciences & Research Institute of Oceanography, Seoul National University, Seoul 08826, Republic of Korea.
| | - Mehdi Yousefzadeh
- School of Computer Science, Institute for Research in Fundamental Sciences (IPM), Tehran, Iran.
| | - Hanna Bae
- GeoSystem Research Corporation, Gunpo 15807, Republic of Korea.
| | - Yeonjae Yoo
- Division of Environmental Science & Ecological Engineering, College of Life Science & Biotechnology, Korea University, Seoul 02841, Republic of Korea.
| | - Jae-Jin Kim
- Division of Environmental Science & Ecological Engineering, College of Life Science & Biotechnology, Korea University, Seoul 02841, Republic of Korea.
| | - Junsung Noh
- Department of Environment and Energy, Sejong University, Seoul 05006, Republic of Korea.
| | - Seongjin Hong
- Department of Marine Environmental Sciences, Chungnam National University, Daejeon 34134, Republic of Korea.
| | - Bong-Oh Kwon
- Department of Marine Biotechnology, Kunsan National University, Kunsan 54150, Republic of Korea.
| | - Won Keun Chang
- Korea Maritime Institute, Busan 49111, Republic of Korea.
| | - Gap Soo Chang
- Department of Physics and Engineering Physics, University of Saskatchewan, Saskatoon, SK S7N5E2, Canada.
| | - Jong Seong Khim
- School of Earth and Environmental Sciences & Research Institute of Oceanography, Seoul National University, Seoul 08826, Republic of Korea.
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3
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Stock W, Willems A, Mangelinckx S, Vyverman W, Sabbe K. Selection constrains lottery assembly in the microbiomes of closely related diatom species. ISME COMMUNICATIONS 2022; 2:11. [PMID: 37938731 PMCID: PMC9723743 DOI: 10.1038/s43705-022-00091-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Revised: 01/13/2022] [Accepted: 01/18/2022] [Indexed: 04/25/2023]
Abstract
It is generally recognised that interactions between microalgae and bacteria play an important role in the functioning of marine ecosystems. In this context, increasing attention is paid to the processes that shape microalga-associated microbiomes. In recent years, conflicting evidence has been reported with respect to the relative importance of selective vs neutral processes in the assembly process. Whereas some studies report strong selection imposed by the host, others propose a more neutral, lottery-like assembly model according to which the chance of bacteria becoming part of the microbiome is proportional to their abundance in the environment and not driven by the selectional pressure created by the host. In the present study, we investigated to what degree selective vs neutral assembly processes constrain taxonomic, phylogenetic and functional variation within and between microbiomes associated with 69 isolates belonging to the Cylindrotheca closterium benthic marine diatom complex. The diatom cultures were initiated from non-axenic clonal isolates from different marine environments and geographic locations, and were then reared in a common garden (lab) environment. An important environmental imprint, likely due to in situ lottery dynamics, was apparent in the diatom microbiomes. However, microbiome assembly was also phylogenetically and functionally constrained through selective filtering related to the host microhabitat. Randomised microbiome assembly simulations revealed evidence for phylogenetic overdispersion in the observed microbiomes, reflecting an important role in the assembly process for competition between bacteria on the one hand and predominantly genetically driven differences between the hosts on the other hand. Our study thus shows that even between closely related diatom strains, host selection affects microbiome assembly, superimposing the predominantly stochastically driven recruitment process.
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Affiliation(s)
- Willem Stock
- Laboratory of Protistology and Aquatic Ecology, Department of Biology, Ghent University, Krijgslaan 281 - S8, B-9000, Ghent, Belgium.
- Phycology Research Group, Department of Biology, Ghent University, Krijgslaan 281 - S8, B-9000, Ghent, Belgium.
| | - Anne Willems
- Laboratory of Microbiology, Department of Biochemistry and Microbiology, Ghent University, K.L. Ledeganckstraat 35, B-9000, Ghent, Belgium
| | - Sven Mangelinckx
- SynBioC, Department of Green Chemistry and Technology, Faculty of Bioscience Engineering, Ghent University, Coupure Links 653, B-9000, Ghent, Belgium
| | - Wim Vyverman
- Laboratory of Protistology and Aquatic Ecology, Department of Biology, Ghent University, Krijgslaan 281 - S8, B-9000, Ghent, Belgium
| | - Koen Sabbe
- Laboratory of Protistology and Aquatic Ecology, Department of Biology, Ghent University, Krijgslaan 281 - S8, B-9000, Ghent, Belgium
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Morelle J, Maire O, Richard A, Slimani A, Orvain F. Contrasted impact of two macrofaunal species (Hediste diversicolor and Scrobicularia plana) on microphytobenthos spatial distribution and photosynthetic activity at microscale. MARINE ENVIRONMENTAL RESEARCH 2021; 163:105228. [PMID: 33302156 DOI: 10.1016/j.marenvres.2020.105228] [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] [Received: 09/01/2020] [Revised: 11/16/2020] [Accepted: 11/28/2020] [Indexed: 06/12/2023]
Abstract
Microphytobenthos is most often the primary source of carbon for coastal soft-sediment communities, especially in intertidal and shallow subtidal environments. The influence of benthic macrofaunal organisms on microphytobenthic biomass, spatial distribution and photosynthetic capacities is not only resulting from their feeding intensity but also indirectly from their bioturbation activity, which regulates nutrient fluxes and sediment mixing. This study compares the impact of two species (Hediste diversicolor and Scrobicularia plana) that dominate macrofaunal communities in estuarine intertidal mudflats on microphytobenthic biomass and photosynthetic activity. Imaging-PAM fluorescence was used to non-invasively map the development of microphytobenthic biomass and to assess its spatial extent. Our results showed that, due to intense deposit feeding, Scrobicularia plana quickly limited microphytobenthos growth and photosynthetic activity, even at low density (<250 ind m-2). In contrast, the negative impact of Hediste diversicolor on microphytobenthos development due to direct consumption was very low. Thereby, the stimulation of nutrient fluxes at the sediment-water interface resulting from bioirrigation seems to enhance microphytobenthos growth and photosynthesis.
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Affiliation(s)
- Jérôme Morelle
- Univ. Normandie, Univ. Caen Normandie, FRE 2030 BOREA, CNRS-7208, IRD-207, MNHN, UPMC, UCBN, UA, Caen, France.
| | - Olivier Maire
- Univ. Bordeaux, UMR 5805, EPOC UMR, OASU, Arcachon, France
| | - Anaïs Richard
- Univ. Bordeaux, UMR 5805, EPOC UMR, OASU, Arcachon, France
| | - Alex Slimani
- Univ. Normandie, Univ. Caen Normandie, FRE 2030 BOREA, CNRS-7208, IRD-207, MNHN, UPMC, UCBN, UA, Caen, France
| | - Francis Orvain
- Univ. Normandie, Univ. Caen Normandie, FRE 2030 BOREA, CNRS-7208, IRD-207, MNHN, UPMC, UCBN, UA, Caen, France
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5
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Wu X, Bezerra TC, Van Gansbeke D, Moens T. Natural stable isotope ratios and fatty acid profiles of estuarine tidal flat nematodes reveal very limited niche overlap among co-occurring species. PeerJ 2019; 7:e7864. [PMID: 31616602 PMCID: PMC6791341 DOI: 10.7717/peerj.7864] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2018] [Accepted: 09/10/2019] [Indexed: 11/20/2022] Open
Abstract
The high local-scale species diversity of marine meiofauna, and of nematodes in particular, has puzzled ecologists for decades. Both pronounced niche differentiation and neutral dynamics have been suggested as mechanisms underlying that high diversity. Differential resource use is the most plausible basis for niche differentiation, yet the vast majority of studies demonstrating that this is prominent in marine nematodes are based on laboratory experiments on single species or highly simplified assemblages. Only a small number of studies have investigated resource differentiation under natural conditions. Here we use natural stable-isotope ratios of carbon and nitrogen, as well as fatty-acid profiles, to assess differential resource use and trophic structure in nine abundant estuarine tidal flat nematode species, comprising different presumed feeding modes (deposit feeders, epistratum feeders, predators) and resource guilds (herbivores, carnivores) based on buccal cavity morphology. Nematodes comprise up to three different trophic levels (from primary to tertiary consumers), yet with the exception of some herbivores, omnivory is prominent. Bivariate isotopic niche spaces were of similar size among most species, irrespective of their trophic level. Herbivory not only contributed importantly to the nutrition of suspected herbivores, but also to that of species that were previously considered carnivores based on the morphology of their buccal cavity. Herbivory mainly targets diatoms in some nematode species, yet includes dinoflagellates in others. Bacteria, in contrast, appear to be of limited nutritional importance. Odontophora setosus is identified as a predator/omnivore (possibly of heterotrophic protists) with a trophic level in between that of secondary and tertiary consumers. Our study thus demonstrates that resource differentiation is pronounced among as well as within nematode feeding modes and resource guilds. However, this study included only the most abundant species of the in situ community, hence it remains to be established whether and to what extent its conclusions can be extrapolated to entire, often highly species-rich communities.
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Affiliation(s)
- Xiuqin Wu
- Biology Department, Marine Biology Lab, Ghent University, Gent, Belgium
| | | | - Dirk Van Gansbeke
- Biology Department, Marine Biology Lab, Ghent University, Gent, Belgium
| | - Tom Moens
- Biology Department, Marine Biology Lab, Ghent University, Gent, Belgium
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Rakotomalala C, Guizien K, Grangeré K, Lefebvre S, Dupuy C, Orvain F. Modelling the functioning of a coupled microphytobenthic-EPS-bacterial system in intertidal mudflats. MARINE ENVIRONMENTAL RESEARCH 2019; 150:104754. [PMID: 31299542 DOI: 10.1016/j.marenvres.2019.104754] [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: 01/29/2019] [Revised: 06/25/2019] [Accepted: 07/02/2019] [Indexed: 06/10/2023]
Abstract
A mechanistic and biogeochemical model was developed to analyze the interactions between microphytobenthos (MPB), bacteria and nutrients in a tidal system. Behavioral vertical migration was hypothesized as being controlled by exogenous factors (tide and light) but also by endogenous factors (carbon and nitrogen requirements). The secretion of Extracellular Polymeric Substances (EPS) during photosynthesis (overflow metabolism) and migration of diatoms was also formulated. Similarities in MPB dynamics between observations and simulations support the assumption that carbon and nitrogen ratios are additional key processes behind the vertical migration of diatoms in the sediment. The model satisfactorily reproduced the three growth phases of the MPB development observed in a mesocosm (the lag phase, the logarithmic growth, and the plateau). Besides, nutrient availability, which could be induced by faunal bioturbation, significantly determined the extent of MPB biomass and development. The plateau phase observed in the last days of simulations appeared to be attributed to a nutrient depletion in the system, emphasizing the importance of nutrient availability. The model, although improvable especially on the formulation of the EPS excretion and bacteria development, already updated understanding of several aspects of benthic-system functioning during experimental conditions.
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Affiliation(s)
- C Rakotomalala
- Laboratoire de Biologie des Organismes et Ecosystèmes Aquatiques (BOREA) Université de Caen-Normandie, Esplanade de la Paix, 14032, Caen, France.
| | - K Guizien
- Sorbonne Université-CNRS, UMR 8222, LECOB, Laboratoire d'Ecogéochimie des Environnements Benthiques, rue du Fontaulé, F-66650, Banyuls/mer, France
| | - K Grangeré
- Laboratoire de Biologie des Organismes et Ecosystèmes Aquatiques (BOREA) Université de Caen-Normandie, Esplanade de la Paix, 14032, Caen, France
| | - S Lefebvre
- Université de Lille, CNRS, Université du Littoral Côte d'Opale, UMR 8187, LOG, Laboratoire d'Océanologie et de Géosciences, F-62930, Wimereux, France
| | - C Dupuy
- Université de la Rochelle-CNRS, UMR 7266, Littoral Environnement et Sociétés (LIENSs), 2 rue Olympe de Gouges, 17000, La Rochelle cedex, France
| | - F Orvain
- Laboratoire de Biologie des Organismes et Ecosystèmes Aquatiques (BOREA) Université de Caen-Normandie, Esplanade de la Paix, 14032, Caen, France
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7
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Koedooder C, Stock W, Willems A, Mangelinckx S, De Troch M, Vyverman W, Sabbe K. Diatom-Bacteria Interactions Modulate the Composition and Productivity of Benthic Diatom Biofilms. Front Microbiol 2019; 10:1255. [PMID: 31231340 PMCID: PMC6561236 DOI: 10.3389/fmicb.2019.01255] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2019] [Accepted: 05/20/2019] [Indexed: 02/04/2023] Open
Abstract
Benthic diatoms are dominant primary producers in intertidal mudflats and constitute a major source of organic carbon to consumers and decomposers residing within these ecosystems. They typically form biofilms whose species richness, community composition and productivity can vary in response to environmental drivers and their interactions with other organisms (e.g., grazers). Here, we investigated whether bacteria can affect diatom community composition and vice versa, and how this could influence the biodiversity-productivity relation. Using axenic experimental communities with three common benthic diatoms (Cylindrotheca closterium, Navicula phyllepta, and Seminavis robusta), we observed an increase in algal biomass production in diatom co-cultures in comparison to monocultures. The presence of bacteria decreased the productivity of diatom monocultures while bacteria did not seem to affect the overall productivity of diatoms grown in co-cultures. The effect of bacteria on diatom growth, however, appeared to be species-specific, resulting in compositional shifts when different diatom species were grown together. The effect of the diatoms on the bacteria also proved to be species-specific as each diatom species developed a bacterial community that differed in its composition. Together, our results suggest that interactions between bacteria and diatoms residing in mudflats are a key factor in the structuring of the benthic microbial community composition and the overall functioning of that community.
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Affiliation(s)
- Coco Koedooder
- Laboratory of Protistology and Aquatic Ecology, Department of Biology, Ghent University, Ghent, Belgium
| | - Willem Stock
- Laboratory of Protistology and Aquatic Ecology, Department of Biology, Ghent University, Ghent, Belgium
| | - Anne Willems
- Laboratory of Microbiology, Department of Biochemistry and Microbiology, Ghent University, Ghent, Belgium
| | - Sven Mangelinckx
- SynBioC Research Group, Department of Green Chemistry and Technology, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
| | - Marleen De Troch
- Marine Biology, Department of Biology, Ghent University, Ghent, Belgium
| | - Wim Vyverman
- Laboratory of Protistology and Aquatic Ecology, Department of Biology, Ghent University, Ghent, Belgium
| | - Koen Sabbe
- Laboratory of Protistology and Aquatic Ecology, Department of Biology, Ghent University, Ghent, Belgium
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