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Garcias-Bonet N, Roik A, Tierney B, García FC, Villela HDM, Dungan AM, Quigley KM, Sweet M, Berg G, Gram L, Bourne DG, Ushijima B, Sogin M, Hoj L, Duarte G, Hirt H, Smalla K, Rosado AS, Carvalho S, Thurber RV, Ziegler M, Mason CE, van Oppen MJH, Voolstra CR, Peixoto RS. Horizon scanning the application of probiotics for wildlife. Trends Microbiol 2024; 32:252-269. [PMID: 37758552 DOI: 10.1016/j.tim.2023.08.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Revised: 08/24/2023] [Accepted: 08/28/2023] [Indexed: 09/29/2023]
Abstract
The provision of probiotics benefits the health of a wide range of organisms, from humans to animals and plants. Probiotics can enhance stress resilience of endangered organisms, many of which are critically threatened by anthropogenic impacts. The use of so-called 'probiotics for wildlife' is a nascent application, and the field needs to reflect on standards for its development, testing, validation, risk assessment, and deployment. Here, we identify the main challenges of this emerging intervention and provide a roadmap to validate the effectiveness of wildlife probiotics. We cover the essential use of inert negative controls in trials and the investigation of the probiotic mechanisms of action. We also suggest alternative microbial therapies that could be tested in parallel with the probiotic application. Our recommendations align approaches used for humans, aquaculture, and plants to the emerging concept and use of probiotics for wildlife.
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Affiliation(s)
- Neus Garcias-Bonet
- Red Sea Research Center (RSRC), Division of Biological and Environmental Science and Engineering (BESE), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
| | - Anna Roik
- Helmholtz Institute for Functional Marine Biodiversity (HIFMB), Oldenburg, Germany; Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research (AWI), Bremerhaven, Germany
| | - Braden Tierney
- Department of Physiology and Biophysics, Weill Cornell Medicine, New York, NY, USA
| | - Francisca C García
- Red Sea Research Center (RSRC), Division of Biological and Environmental Science and Engineering (BESE), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
| | - Helena D M Villela
- Red Sea Research Center (RSRC), Division of Biological and Environmental Science and Engineering (BESE), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
| | - Ashley M Dungan
- School of Biosciences, The University of Melbourne, Parkville, VIC, Australia
| | - Kate M Quigley
- Minderoo Foundation, Perth, WA, Australia; James Cook University, Townsville, Australia
| | - Michael Sweet
- Aquatic Research Facility, Nature-based Solutions Research Centre, University of Derby, Derby, UK
| | - Gabriele Berg
- Institute of Environmental Biotechnology, Graz University of Technology, Graz, Austria; University of Potsdam and Leibniz Institute for Agricultural Engineering and Bioeconomy (ATB), Potsdam, Germany
| | - Lone Gram
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Kgs., Lyngby, Denmark
| | - David G Bourne
- College of Science and Engineering, James Cook University, Townsville, QLD 4811, Australia; Australian Institute of Marine Science, PMB 3, Townsville MC, Townsville, QLD 4810, Australia
| | - Blake Ushijima
- Department of Biology and Marine Biology, University of North Carolina Wilmington, Wilmington, NC, USA
| | - Maggie Sogin
- Molecular Cell Biology, University of California, Merced, CA, USA
| | - Lone Hoj
- Australian Institute of Marine Science, PMB 3, Townsville MC, Townsville, QLD 4810, Australia
| | - Gustavo Duarte
- Red Sea Research Center (RSRC), Division of Biological and Environmental Science and Engineering (BESE), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia; IMPG, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Heribert Hirt
- Center for Desert Agriculture (CDA), Division of Biological and Environmental Science and Engineering (BESE), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
| | | | - Alexandre S Rosado
- Red Sea Research Center (RSRC), Division of Biological and Environmental Science and Engineering (BESE), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia; Computational Bioscience Research Center (CBRC), Division of Biological and Environmental Science and Engineering (BESE), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
| | - Susana Carvalho
- Red Sea Research Center (RSRC), Division of Biological and Environmental Science and Engineering (BESE), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
| | | | - Maren Ziegler
- Department of Animal Ecology and Systematics, Justus Liebig University Giessen, Giessen, Germany
| | - Christopher E Mason
- Department of Physiology and Biophysics, Weill Cornell Medicine, New York, NY, USA; WorldQuant Initiative on Quantitative Prediction, Weill Cornell Medicine, New York, NY, USA
| | - Madeleine J H van Oppen
- School of Biosciences, The University of Melbourne, Parkville, VIC, Australia; Australian Institute of Marine Science, PMB 3, Townsville MC, Townsville, QLD 4810, Australia
| | | | - Raquel S Peixoto
- Red Sea Research Center (RSRC), Division of Biological and Environmental Science and Engineering (BESE), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia; Computational Bioscience Research Center (CBRC), Division of Biological and Environmental Science and Engineering (BESE), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia.
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2
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Quigley KM. Breeding and Selecting Corals Resilient to Global Warming. Annu Rev Anim Biosci 2024; 12:209-332. [PMID: 37931139 DOI: 10.1146/annurev-animal-021122-093315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2023]
Abstract
Selective breeding of resilient organisms is an emerging topic in marine conservation. It can help us predict how species will adapt in the future and how we can help restore struggling populations effectively in the present. Scleractinian corals represent a potential tractable model system given their widescale phenotypic plasticity across fitness-related traits and a reproductive life history based on mass synchronized spawning. Here, I explore the justification for breeding in corals, identify underutilized pathways of acclimation, and highlight avenues for quantitative targeted breeding from the coral host and symbiont perspective. Specifically, the facilitation of enhanced heat tolerance by targeted breeding of plasticity mechanisms is underutilized. Evidence from theoretical genetics identifies potential pitfalls, including inattention to physical and genetic characteristics of the receiving environment. Three criteria for breeding emerge from this synthesis: selection from warm, variable reefs that have survived disturbance. This information will be essential to protect what we have and restore what we can.
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Affiliation(s)
- K M Quigley
- The Minderoo Foundation, Perth, Western Australia, Australia;
- James Cook University, Townsville, Queensland, Australia
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3
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Quigley KM, Ramsby B, Laffy P, Harris J, Mocellin VJL, Bay LK. Symbioses are restructured by repeated mass coral bleaching. Sci Adv 2022; 8:eabq8349. [PMID: 36475796 PMCID: PMC9728966 DOI: 10.1126/sciadv.abq8349] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Accepted: 11/02/2022] [Indexed: 06/17/2023]
Abstract
Survival of symbiotic reef-building corals under global warming requires rapid acclimation or adaptation. The impact of accumulated heat stress was compared across 1643 symbiont communities before and after the 2016 mass bleaching in three coral species and free-living in the environment across ~900 kilometers of the Great Barrier Reef. Resilient reefs (less aerial bleaching than predicted from high satellite sea temperatures) showed low variation in symbioses. Before 2016, heat-tolerant environmental symbionts were common in ~98% of samples and moderately abundant (9 to 40% in samples). In corals, heat-tolerant symbionts were at low abundances (0 to 7.3%) but only in a minority (13 to 27%) of colonies. Following bleaching, environmental diversity doubled (including heat-tolerant symbionts) and increased in one coral species. Communities were dynamic (Acropora millepora) and conserved (Acropora hyacinthus and Acropora tenuis), including symbiont community turnover and redistribution. Symbiotic restructuring after bleaching occurs but is a taxon-specific ecological opportunity.
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Affiliation(s)
- Kate M. Quigley
- Australian Institute of Marine Science, Townsville, QLD, Australia
- Minderoo Foundation, Perth, WA, Australia
- Oceans Institute, University of Western Australia, Perth, WA, Australia
- James Cook University, Townsville, QLD, Australia
| | - Blake Ramsby
- Australian Institute of Marine Science, Townsville, QLD, Australia
| | - Patrick Laffy
- Australian Institute of Marine Science, Townsville, QLD, Australia
| | | | | | - Line K. Bay
- Australian Institute of Marine Science, Townsville, QLD, Australia
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4
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Quigley KM. A fast, precise, in‐vivo method for micron‐level
3D
models of corals using dental scanners. Methods Ecol Evol 2022. [DOI: 10.1111/2041-210x.13959] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Kate M. Quigley
- Australian Institute of Marine Science Townsville Qld Australia
- Minderoo Foundation Perth WA Australia
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5
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Quigley KM, Hein M, Suggett DJ. Translating the 10 golden rules of reforestation for coral reef restoration. Conserv Biol 2022; 36:e13890. [PMID: 35075743 PMCID: PMC9543798 DOI: 10.1111/cobi.13890] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Revised: 12/10/2021] [Accepted: 01/03/2022] [Indexed: 05/26/2023]
Abstract
Efforts are accelerating to protect and restore ecosystems globally. With trillions of dollars in ecosystem services at stake, no clear framework exists for developing or prioritizing approaches to restore coral reefs even as efforts and investment opportunities to do so grow worldwide. Restoration may buy time for climate change mitigation, but it lacks rigorous guidance to meet objectives of scalability and effectiveness. Lessons from restoration of terrestrial ecosystems can and should be rapidly adopted for coral reef restoration. We propose how the 10 golden rules of effective forest restoration can be translated to accelerate efforts to restore coral reefs based on established principles of resilience, management, and local stewardship. We summarize steps to undertake reef restoration as a management strategy in the context of the diverse ecosystem service values that coral reefs provide. Outlining a clear blueprint is timely as more stakeholders seek to undertake restoration as the UN Decade on Ecosystem Restoration begins.
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Affiliation(s)
- Kate M. Quigley
- Australian Institute of Marine ScienceTownsvilleQueenslandAustralia
- Division of Research & InnovationJames Cook UniversityTownsvilleQueenslandAustralia
| | - Margaux Hein
- Division of Research & InnovationJames Cook UniversityTownsvilleQueenslandAustralia
- MER Research and ConsultingMonaco
| | - David J. Suggett
- Faculty of Science, Climate Change ClusterUniversity of Technology SydneyUltimoNew South WalesAustralia
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6
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Abstract
Finding coral reefs resilient to climate warming is challenging given the large spatial scale of reef ecosystems. Methods are needed to predict the location of corals with heritable tolerance to high temperatures. Here, we combine Great Barrier Reef-scale remote sensing with breeding experiments that estimate larval and juvenile coral survival under exposure to high temperatures. Using reproductive corals collected from the northern and central Great Barrier Reef, we develop forecasting models to locate reefs harbouring corals capable of producing offspring with increased heat tolerance of an additional 3.4° heating weeks (~3 °C). Our findings predict hundreds of reefs (~7.5%) may be home to corals that have high and heritable heat-tolerance in habitats with high daily and annual temperature ranges and historically variable heat stress. The locations identified represent targets for protection and consideration as a source of corals for use in restoration of degraded reefs given their potential to resist climate change impacts and repopulate reefs with tolerant offspring.
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Affiliation(s)
- K M Quigley
- Australian Institute of Marine Science, Townsville, QLD, Australia.
| | - M J H van Oppen
- Australian Institute of Marine Science, Townsville, QLD, Australia
- School of BioSciences, The University of Melbourne, Parkville, VIC, Australia
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7
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Weeriyanun P, Collins RB, Macadam A, Kiff H, Randle JL, Quigley KM. Predicting selection-response gradients of heat tolerance in a widespread reef-building coral. J Exp Biol 2022; 225:274382. [PMID: 35258617 DOI: 10.1242/jeb.243344] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Accepted: 01/07/2022] [Indexed: 12/17/2022]
Abstract
Ocean temperatures continue to rise owing to climate change, but it is unclear whether heat tolerance of marine organisms will keep pace with warming. Understanding how tolerance scales from individuals to species and quantifying adaptive potentials is essential to forecasting responses to warming. We reproductively crossed corals from a globally distributed species (Acropora tenuis) on the Great Barrier Reef (Australia) from three thermally distinct reefs to create 85 offspring lineages. Individuals were experimentally exposed to temperatures (27.5, 31 and 35.5°C) in adult and two critical early life stages (larval and settlement) to assess acquired heat tolerance via outcrossing of offspring phenotypes by comparing five physiological responses (photosynthetic yields, bleaching, necrosis, settlement and survival). Adaptive potentials and physiological reaction norms were calculated across three stages to integrate heat tolerance at different biological scales. Selective breeding improved larval survival to heat by 1.5-2.5× but did not result in substantial enhancement of settlement, although population crosses were significantly different. Under heat stress, adults were less variable compared with larval responses in warmer reefs than in the cooler reef. Adults and offspring also differed in their mean population responses, likely underpinned by heat stress imposing strong divergent selection on adults. These results have implications for downstream selection during reproduction, evidenced by variability in a conserved heat tolerance response across offspring lineages. These results inform our ability to forecast the impacts of climate change on wild populations of corals and will aid in developing novel conservation tools such as the assisted evolution of at-risk species.
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Affiliation(s)
- Ponchanok Weeriyanun
- Australian Institute of Marine Science, Townsville 4810, Australia.,Ghent University, Sint-Pietersnieuwstraat 33, 9000 Gent, Belgium
| | - Rachael B Collins
- Australian Institute of Marine Science, Townsville 4810, Australia.,University of Plymouth, Plymouth PL4 8AA, UK
| | - Alex Macadam
- Australian Institute of Marine Science, Townsville 4810, Australia
| | - Hugo Kiff
- Liverpool John Moores University, Liverpool L3 3AF, UK
| | - Janna L Randle
- Australian Institute of Marine Science, Townsville 4810, Australia
| | - Kate M Quigley
- Australian Institute of Marine Science, Townsville 4810, Australia
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8
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Quigley KM, Alvarez Roa C, Beltran VH, Leggat B, Willis BL. Experimental evolution of the coral algal endosymbiont,
Cladocopium goreaui
: lessons learnt across a decade of stress experiments to enhance coral heat tolerance. Restor Ecol 2021. [DOI: 10.1111/rec.13342] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Affiliation(s)
- Kate M. Quigley
- Australian Institute of Marine Science PMB3, Townsville Queensland Australia
| | - Carlos Alvarez Roa
- Australian Institute of Marine Science PMB3, Townsville Queensland Australia
| | - Victor H. Beltran
- Faculty of Natural Sciences Autonomous University of Carmen (UNACAR) Campeche Mexico
| | - Bill Leggat
- School of Environmental and Life Sciences The University of Newcastle Callaghan, New Castle Australia
| | - Bette L. Willis
- ARC Centre of Excellence for Coral Reef Studies, and College of Science and Engineering James Cook University Townsville Queensland Australia
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9
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Quigley KM, Bay LK, van Oppen MJH. Genome-wide SNP analysis reveals an increase in adaptive genetic variation through selective breeding of coral. Mol Ecol 2020; 29:2176-2188. [PMID: 32453867 DOI: 10.1111/mec.15482] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2020] [Accepted: 05/13/2020] [Indexed: 12/18/2022]
Abstract
Marine heat waves are increasing in magnitude, duration, and frequency as a result of climate change and are the principal global driver of mortality in reef-building corals. Resilience-based genetic management may increase coral heat tolerance, but it is unclear how temperature responses are regulated at the genome level and thus how corals may adapt to warming naturally or through selective breeding. Here we combine phenotypic, pedigree, and genomic marker data from colonies sourced from a warm reef on the Great Barrier Reef reproductively crossed with conspecific colonies from a cooler reef to produce combinations of warm purebreds and warm-cool hybrid larvae and juveniles. Interpopulation breeding created significantly greater genetic diversity across the coral genome compared to breeding between populations and maintained diversity in key regions associated with heat tolerance and fitness. High-density genome-wide scans of single nucleotide polymorphisms (SNPs) identified alleles significantly associated with larval families reared at 27.5°C (87-2,224 loci), including loci putatively associated with proteins involved in responses to heat stress (cell membrane formation, metabolism, and immune responses). Underlying genetics of these families explained 43% of PCoA multilocus variation in survival, growth, and bleaching responses at 27.5°C and 31°C at the juvenile stage. Genetic marker contribution to total variation in fitness traits (narrow-sense heritability) was high for survival but not for growth and bleaching in juveniles, with heritability of these traits being higher at 31°C relative to 27.5°C. While based on only a limited number of crosses, the mechanistic understanding presented here demonstrates that allele frequencies are affected by one generation of selective breeding, key information for the assessments of genetic intervention feasibility and modelling of reef futures.
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Affiliation(s)
- Kate M Quigley
- Australian Institute of Marine Science, Townsville, Qld, Australia
| | - Line K Bay
- Australian Institute of Marine Science, Townsville, Qld, Australia
| | - Madeleine J H van Oppen
- Australian Institute of Marine Science, Townsville, Qld, Australia.,School of BioSciences, The University of Melbourne, Parkville, Vic, Australia
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10
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Affiliation(s)
- Carys A. Morgans
- College of Science and EngineeringJames Cook University Townsville Queensland 4814 Australia
| | - Julia Y. Hung
- College of Science and EngineeringJames Cook University Townsville Queensland 4814 Australia
| | - David G. Bourne
- College of Science and EngineeringJames Cook University Townsville Queensland 4814 Australia
- Australian Institute of Marine Science Townsville Queensland 4816 Australia
| | - Kate M. Quigley
- College of Science and EngineeringJames Cook University Townsville Queensland 4814 Australia
- Australian Institute of Marine Science Townsville Queensland 4816 Australia
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11
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Quigley KM, Randall CJ, van Oppen MJH, Bay LK. Assessing the role of historical temperature regime and algal symbionts on the heat tolerance of coral juveniles. Biol Open 2020; 9:bio047316. [PMID: 31915210 PMCID: PMC6994947 DOI: 10.1242/bio.047316] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2019] [Accepted: 12/10/2019] [Indexed: 01/02/2023] Open
Abstract
The rate of coral reef degradation from climate change is accelerating and, as a consequence, a number of interventions to increase coral resilience and accelerate recovery are under consideration. Acropora spathulata coral colonies that survived mass bleaching in 2016 and 2017 were sourced from a bleaching-impacted and warmer northern reef on the Great Barrier Reef (GBR). These individuals were reproductively crossed with colonies collected from a recently bleached but historically cooler central GBR reef to produce pure and crossbred offspring groups (warm-warm, warm-cool and cool-warm). We tested whether corals from the warmer reef produced more thermally tolerant hybrid and purebred offspring compared with crosses produced with colonies sourced from the cooler reef and whether different symbiont taxa affect heat tolerance. Juveniles were infected with Symbiodinium tridacnidorum, Cladocopium goreaui and Durusdinium trenchii and survival, bleaching and growth were assessed at 27.5°C and 31°C. The contribution of host genetic background and symbiont identity varied across fitness traits. Offspring with either both or one parent from the northern population exhibited a 13- to 26-fold increase in survival odds relative to all other treatments where survival probability was significantly influenced by familial cross identity at 31°C but not 27.5°C (Kaplan-Meier P=0.001 versus 0.2). If in symbiosis with D. trenchii, a warm sire and cool dam provided the best odds of juvenile survival. Bleaching was predominantly driven by Symbiodiniaceae treatment, where juveniles hosting D. trenchii bleached significantly less than the other treatments at 31°C. The greatest overall fold-benefits in growth and survival at 31°C occurred in having at least one warm dam and in symbiosis with D. trenchii Juveniles associated with D. trenchii grew the most at 31°C, but at 27.5°C, growth was fastest in juveniles associated with C. goreaui In conclusion, selective breeding with warmer GBR corals in combination with algal symbiont manipulation can assist in increasing thermal tolerance on cooler but warming reefs. Such interventions have the potential to improve coral fitness in warming oceans.This article has an associated First Person interview with the first author of the paper.
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Affiliation(s)
- K M Quigley
- Australian Institute of Marine Science, Townsville 4810, Australia
| | - C J Randall
- Australian Institute of Marine Science, Townsville 4810, Australia
| | - M J H van Oppen
- Australian Institute of Marine Science, Townsville 4810, Australia
- Faculty of Science, The University of Melbourne, Victoria 3010, Australia
| | - L K Bay
- Australian Institute of Marine Science, Townsville 4810, Australia
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12
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Quigley KM, Alvarez Roa C, Torda G, Bourne DG, Willis BL. Co-dynamics of Symbiodiniaceae and bacterial populations during the first year of symbiosis with Acropora tenuis juveniles. Microbiologyopen 2019; 9:e959. [PMID: 31670480 PMCID: PMC7002099 DOI: 10.1002/mbo3.959] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2019] [Revised: 10/04/2019] [Accepted: 10/08/2019] [Indexed: 02/04/2023] Open
Abstract
Interactions between corals and their associated microbial communities (Symbiodiniaceae and prokaryotes) are key to understanding corals' potential for and rate of acclimatory and adaptive responses. However, the establishment of microalgal and bacterial communities is poorly understood during coral ontogeny in the wild. We examined the establishment and co-occurrence between multiple microbial communities using 16S rRNA (bacterial) and ITS2 rDNA (Symbiodiniaceae) gene amplicon sequencing in juveniles of the common coral, Acropora tenuis, across the first year of development. Symbiodiniaceae communities in juveniles were dominated by Durusdinium trenchii and glynnii (D1 and D1a), with lower abundances of Cladocopium (C1, C1d, C50, and Cspc). Bacterial communities were more diverse and dominated by taxa within Proteobacteria, Cyanobacteria, and Planctomycetes. Both communities were characterized by significant changes in relative abundance and diversity of taxa throughout the year. D1, D1a, and C1 were significantly correlated with multiple bacterial taxa, including Alpha-, Deltra-, and Gammaproteobacteria, Planctomycetacia, Oxyphotobacteria, Phycisphaerae, and Rhizobiales. Specifically, D1a tended to associate with Oxyphotobacteria and D1 with Alphaproteobacteria, although these associations may represent correlational and not causal relationships. Bioenergetic modeling combined with physiological measurements of coral juveniles (surface area and Symbiodiniaceae cell densities) identified key periods of carbon limitation and nitrogen assimilation, potentially coinciding with shifts in microbial community composition. These results demonstrate that Symbiodiniaceae and bacterial communities are dynamic throughout the first year of ontology and may vary in tandem, with important fitness effects on host juveniles.
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Affiliation(s)
- Kate M Quigley
- College of Marine and Environmental Sciences, James Cook University, Townsville, QLD, Australia.,AIMS@JCU, Australian Institute of Marine Science and James Cook University, Townsville, QLD, Australia.,Australian Institute of Marine Science, Townsville, QLD, Australia
| | | | - Greg Torda
- ARC Centre of Excellence for Coral Reef Studies, James Cook University, Townsville, QLD, Australia
| | - David G Bourne
- College of Marine and Environmental Sciences, James Cook University, Townsville, QLD, Australia.,AIMS@JCU, Australian Institute of Marine Science and James Cook University, Townsville, QLD, Australia.,Australian Institute of Marine Science, Townsville, QLD, Australia
| | - Bette L Willis
- College of Marine and Environmental Sciences, James Cook University, Townsville, QLD, Australia.,AIMS@JCU, Australian Institute of Marine Science and James Cook University, Townsville, QLD, Australia.,ARC Centre of Excellence for Coral Reef Studies, James Cook University, Townsville, QLD, Australia
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13
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Quigley KM, Bay LK, van Oppen MJH. The active spread of adaptive variation for reef resilience. Ecol Evol 2019; 9:11122-11135. [PMID: 31641460 PMCID: PMC6802068 DOI: 10.1002/ece3.5616] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2019] [Revised: 08/03/2019] [Accepted: 08/06/2019] [Indexed: 12/26/2022] Open
Abstract
The speed at which species adapt depends partly on the rates of beneficial adaptation generation and how quickly they spread within and among populations. Natural rates of adaptation of corals may not be able to keep pace with climate warming. Several interventions have been proposed to fast-track thermal adaptation, including the intentional translocation of warm-adapted adults or their offspring (assisted gene flow, AGF) and the ex situ crossing of warm-adapted corals with conspecifics from cooler reefs (hybridization or selective breeding) and field deployment of those offspring. The introgression of temperature tolerance loci into the genomic background of cooler-environment corals aims to facilitate adaptation to warming while maintaining fitness under local conditions. Here we use research on selective sweeps and connectivity to understand the spread of adaptive variants as it applies to AGF on the Great Barrier Reef (GBR), focusing on the genus Acropora. Using larval biophysical dispersal modeling, we estimate levels of natural connectivity in warm-adapted northern corals. We then model the spread of adaptive variants from single and multiple reefs and assess if the natural and assisted spread of adaptive variants will occur fast enough to prepare receiving central and southern populations given current rates of warming. We also estimate fixation rates and spatial extent of fixation under multiple release scenarios to inform intervention design. Our results suggest that thermal tolerance is unlikely to spread beyond northern reefs to the central and southern GBR without intervention, and if it does, 30+ generations are needed for adaptive gene variants to reach fixation even under multiple release scenarios. We argue that if translocation, breeding, and reseeding risks are managed, AGF using multiple release reefs can be beneficial for the restoration of coral populations. These interventions should be considered in addition to conventional management and accompanied by strong mitigation of CO2 emissions.
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Affiliation(s)
- Kate M. Quigley
- Australian Institute of Marine ScienceTownsvilleQldAustralia
| | - Line K. Bay
- Australian Institute of Marine ScienceTownsvilleQldAustralia
| | - Madeleine J. H. van Oppen
- Australian Institute of Marine ScienceTownsvilleQldAustralia
- School of BioSciencesThe University of MelbourneParkvilleVic.Australia
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14
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Morris LA, Voolstra CR, Quigley KM, Bourne DG, Bay LK. Nutrient Availability and Metabolism Affect the Stability of Coral-Symbiodiniaceae Symbioses. Trends Microbiol 2019; 27:678-689. [PMID: 30987816 DOI: 10.1016/j.tim.2019.03.004] [Citation(s) in RCA: 116] [Impact Index Per Article: 23.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2018] [Revised: 02/28/2019] [Accepted: 03/13/2019] [Indexed: 01/19/2023]
Abstract
Coral reefs rely upon the highly optimized coral-Symbiodiniaceae symbiosis, making them sensitive to environmental change and susceptible to anthropogenic stress. Coral bleaching is predominantly attributed to photo-oxidative stress, yet nutrient availability and metabolism underpin the stability of symbioses. Recent studies link symbiont proliferation under nutrient enrichment to bleaching; however, the interactions between nutrients and symbiotic stability are nuanced. Here, we demonstrate how bleaching is regulated by the forms and ratios of available nutrients and their impacts on autotrophic carbon metabolism, rather than algal symbiont growth. By extension, historical nutrient conditions mediate host-symbiont compatibility and bleaching tolerance over proximate and evolutionary timescales. Renewed investigations into the coral nutrient metabolism will be required to truly elucidate the cellular mechanisms leading to coral bleaching.
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Affiliation(s)
- Luke A Morris
- AIMS@JCU, Australian Institute of Marine Science, College of Science and Engineering, James Cook University, Townsville, Australia; Australian Institute of Marine Science, Townsville, Australia; College of Science and Engineering, James Cook University, Townsville, Australia. https://twitter.com/ReefLuke
| | - Christian R Voolstra
- Red Sea Research Center, Division of Biological and Environmental Science and Engineering, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia. https://twitter.com/reefgenomics
| | - Kate M Quigley
- AIMS@JCU, Australian Institute of Marine Science, College of Science and Engineering, James Cook University, Townsville, Australia; Australian Institute of Marine Science, Townsville, Australia. https://twitter.com/la__cientifica
| | - David G Bourne
- AIMS@JCU, Australian Institute of Marine Science, College of Science and Engineering, James Cook University, Townsville, Australia; Australian Institute of Marine Science, Townsville, Australia; College of Science and Engineering, James Cook University, Townsville, Australia
| | - Line K Bay
- AIMS@JCU, Australian Institute of Marine Science, College of Science and Engineering, James Cook University, Townsville, Australia; Australian Institute of Marine Science, Townsville, Australia.
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Quigley KM, Strader ME, Matz MV. Relationship between Acropora millepora juvenile fluorescence and composition of newly established Symbiodinium assemblage. PeerJ 2018; 6:e5022. [PMID: 29922515 PMCID: PMC6005160 DOI: 10.7717/peerj.5022] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2018] [Accepted: 05/30/2018] [Indexed: 11/20/2022] Open
Abstract
Coral-dinoflagellate symbiosis is the key biological interaction enabling existence of modern-type coral reefs, but the mechanisms regulating initial host-symbiont attraction, recognition and symbiont proliferation thus far remain largely unclear. A common reef-building coral, Acropora millepora, displays conspicuous fluorescent polymorphism during all phases of its life cycle, due to the differential expression of fluorescent proteins (FPs) of the green fluorescent protein family. In this study, we examine whether fluorescent variation in young coral juveniles exposed to natural sediments is associated with the uptake of disparate Symbiodinium assemblages determined using ITS-2 deep sequencing. We found that Symbiodinium assemblages varied significantly when redness values varied, specifically in regards to abundances of clades A and C. Whether fluorescence was quantified as a categorical or continuous trait, clade A was found at higher abundances in redder juveniles. These preliminary results suggest juvenile fluorescence may be associated with Symbiodinium uptake, potentially acting as either an attractant to ecologically specific types or as a mechanism to modulate the internal light environment to control Symbiodinium physiology within the host.
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Affiliation(s)
- Kate M. Quigley
- College of Marine and Environmental Sciences, and ARC Centre of Excellence for Coral Reef Studies, James Cook University, Townsville, Queensland, Australia
- AIMS@JCU, Australian Institute of Marine Science, Townsville, Queensland, Australia
| | - Marie E. Strader
- Department of Ecology, Evolution and Marine Biology, University of California, Santa Barbara, Santa Barbara, CA, United States of America
- Department of Integrative Biology, University of Texas at Austin, Austin, TX, United States of America
| | - Mikhail V. Matz
- Department of Integrative Biology, University of Texas at Austin, Austin, TX, United States of America
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Quigley KM, Torda G, Bay LK. The use of larvae or recruits in coral restoration initiatives: Symbiodinium
acquisition does not differ between coral life stages in the wild. Restor Ecol 2018. [DOI: 10.1111/rec.12695] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Kate M. Quigley
- Australian Institute of Marine Sciences; Townsville QLD 4810 Australia
- ARC Centre of Excellence for Coral Reef Studies; James Cook University; Townsville QLD 4814 Australia
| | - Gergely Torda
- Australian Institute of Marine Sciences; Townsville QLD 4810 Australia
- ARC Centre of Excellence for Coral Reef Studies; James Cook University; Townsville QLD 4814 Australia
| | - Line K. Bay
- Australian Institute of Marine Sciences; Townsville QLD 4810 Australia
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Quigley KM, Warner PA, Bay LK, Willis BL. Unexpected mixed-mode transmission and moderate genetic regulation of Symbiodinium communities in a brooding coral. Heredity (Edinb) 2018; 121:524-536. [PMID: 29453423 PMCID: PMC6221883 DOI: 10.1038/s41437-018-0059-0] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2017] [Revised: 12/25/2017] [Accepted: 01/12/2018] [Indexed: 11/12/2022] Open
Abstract
Determining the extent to which Symbiodinium communities in corals are inherited versus environmentally acquired is fundamental to understanding coral resilience and to predicting coral responses to stressors like warming oceans that disrupt this critical endosymbiosis. We examined the fidelity with which Symbiodinium communities in the brooding coral Seriatopora hystrix are vertically transmitted and the extent to which communities are genetically regulated, by genotyping the symbiont communities within 60 larvae and their parents (9 maternal and 45 paternal colonies) using high-throughput sequencing of the ITS2 locus. Unexpectedly, Symbiodinium communities associated with brooded larvae were distinct from those within parent colonies, including the presence of types not detected in adults. Bayesian heritability (h2) analysis revealed that 33% of variability in larval Symbiodinium communities was genetically controlled. Results highlight flexibility in the establishment of larval symbiont communities and demonstrate that symbiont transmission is not exclusively vertical in brooding corals. Instead, we show that Symbiodinium transmission in S. hystrix involves a mixed-mode strategy, similar to many terrestrial invertebrate symbioses. Also, variation in the abundances of common Symbiodinium types among adult corals suggests that microhabitat differences influence the structure of in hospite Symbiodinium communities. Partial genetic regulation coupled with flexibility in the environmentally acquired component of Symbiodinium communities implies that corals with vertical transmission, like S. hystrix, may be more resilient to environmental change than previously thought.
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Affiliation(s)
- Kate M Quigley
- ARC Centre of Excellence for Coral Reef Studies and College of Science and Engineering, James Cook University, Townsville, QLD, Australia. .,AIMS@JCU, Australian Institute of Marine Science and James Cook University, Townsville, QLD, Australia.
| | - Patricia A Warner
- ARC Centre of Excellence for Coral Reef Studies and College of Science and Engineering, James Cook University, Townsville, QLD, Australia.,AIMS@JCU, Australian Institute of Marine Science and James Cook University, Townsville, QLD, Australia
| | - Line K Bay
- AIMS@JCU, Australian Institute of Marine Science and James Cook University, Townsville, QLD, Australia.,Australian Institute of Marine Science, PMB3, Townsville, QLD, Australia
| | - Bette L Willis
- ARC Centre of Excellence for Coral Reef Studies and College of Science and Engineering, James Cook University, Townsville, QLD, Australia.,AIMS@JCU, Australian Institute of Marine Science and James Cook University, Townsville, QLD, Australia
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Quigley KM, Willis BL, Bay LK. Maternal effects and Symbiodinium community composition drive differential patterns in juvenile survival in the coral Acropora tenuis. R Soc Open Sci 2016; 3:160471. [PMID: 27853562 PMCID: PMC5098987 DOI: 10.1098/rsos.160471] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/06/2016] [Accepted: 09/12/2016] [Indexed: 05/24/2023]
Abstract
Coral endosymbionts in the dinoflagellate genus Symbiodinium are known to impact host physiology and have led to the evolution of reef-building, but less is known about how symbiotic communities in early life-history stages and their interactions with host parental identity shape the structure of coral communities on reefs. Differentiating the roles of environmental and biological factors driving variation in population demographic processes, particularly larval settlement, early juvenile survival and the onset of symbiosis is key to understanding how coral communities are structured and to predicting how they are likely to respond to climate change. We show that maternal effects (that here include genetic and/or effects related to the maternal environment) can explain nearly 24% of variation in larval settlement success and 5-17% of variation in juvenile survival in an experimental study of the reef-building scleractinian coral, Acropora tenuis. After 25 days on the reef, Symbiodinium communities associated with juvenile corals differed significantly between high mortality and low mortality families based on estimates of taxonomic richness, composition and relative abundance of taxa. Our results highlight that maternal and familial effects significantly explain variation in juvenile survival and symbiont communities in a broadcast-spawning coral, with Symbiodinium type A3 possibly a critical symbiotic partner during this early life stage.
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Affiliation(s)
- Kate M. Quigley
- College of Marine and Environmental Sciences, and ARC Centre of Excellence for Coral Reef Studies, James Cook University, Townsville, Queensland 4811, Australia
- AIMS@JCU, Australian Institute of Marine Science and James Cook University, Townsville, Queensland 4811, Australia
| | - Bette L. Willis
- College of Marine and Environmental Sciences, and ARC Centre of Excellence for Coral Reef Studies, James Cook University, Townsville, Queensland 4811, Australia
- AIMS@JCU, Australian Institute of Marine Science and James Cook University, Townsville, Queensland 4811, Australia
| | - Line K. Bay
- AIMS@JCU, Australian Institute of Marine Science and James Cook University, Townsville, Queensland 4811, Australia
- Australian Institute of Marine Science, PMB 3, Townsville, Queensland 4810, Australia
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Quigley KM, Willis BL, Bay LK. Maternal effects and Symbiodinium community composition drive differential patterns in juvenile survival in the coral Acropora tenuis. R Soc Open Sci 2016. [PMID: 27853562 DOI: 10.5061/dryad.8b5g6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
Coral endosymbionts in the dinoflagellate genus Symbiodinium are known to impact host physiology and have led to the evolution of reef-building, but less is known about how symbiotic communities in early life-history stages and their interactions with host parental identity shape the structure of coral communities on reefs. Differentiating the roles of environmental and biological factors driving variation in population demographic processes, particularly larval settlement, early juvenile survival and the onset of symbiosis is key to understanding how coral communities are structured and to predicting how they are likely to respond to climate change. We show that maternal effects (that here include genetic and/or effects related to the maternal environment) can explain nearly 24% of variation in larval settlement success and 5-17% of variation in juvenile survival in an experimental study of the reef-building scleractinian coral, Acropora tenuis. After 25 days on the reef, Symbiodinium communities associated with juvenile corals differed significantly between high mortality and low mortality families based on estimates of taxonomic richness, composition and relative abundance of taxa. Our results highlight that maternal and familial effects significantly explain variation in juvenile survival and symbiont communities in a broadcast-spawning coral, with Symbiodinium type A3 possibly a critical symbiotic partner during this early life stage.
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Affiliation(s)
- Kate M Quigley
- College of Marine and Environmental Sciences, and ARC Centre of Excellence for Coral Reef Studies, James Cook University, Townsville, Queensland 4811, Australia; AIMS@JCU, Australian Institute of Marine Science and James Cook University, Townsville, Queensland 4811, Australia
| | - Bette L Willis
- College of Marine and Environmental Sciences, and ARC Centre of Excellence for Coral Reef Studies, James Cook University, Townsville, Queensland 4811, Australia; AIMS@JCU, Australian Institute of Marine Science and James Cook University, Townsville, Queensland 4811, Australia
| | - Line K Bay
- AIMS@JCU, Australian Institute of Marine Science and James Cook University, Townsville, Queensland 4811, Australia; Australian Institute of Marine Science, PMB 3, Townsville, Queensland 4810, Australia
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Quigley KM, Davies SW, Kenkel CD, Willis BL, Matz MV, Bay LK. Deep-sequencing method for quantifying background abundances of symbiodinium types: exploring the rare symbiodinium biosphere in reef-building corals. PLoS One 2014; 9:e94297. [PMID: 24728373 PMCID: PMC3984134 DOI: 10.1371/journal.pone.0094297] [Citation(s) in RCA: 94] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2013] [Accepted: 03/14/2014] [Indexed: 12/01/2022] Open
Abstract
The capacity of reef-building corals to associate with environmentally-appropriate types of endosymbionts from the dinoflagellate genus Symbiodinium contributes significantly to their success at local scales. Additionally, some corals are able to acclimatize to environmental perturbations by shuffling the relative proportions of different Symbiodinium types hosted. Understanding the dynamics of these symbioses requires a sensitive and quantitative method of Symbiodinium genotyping. Electrophoresis methods, still widely utilized for this purpose, are predominantly qualitative and cannot guarantee detection of a background type below 10% of the total Symbiodinium population. Here, the relative abundances of four Symbiodinium types (A13, C1, C3, and D1) in mixed samples of known composition were quantified using deep sequencing of the internal transcribed spacer of the ribosomal RNA gene (ITS-2) by means of Next Generation Sequencing (NGS) using Roche 454. In samples dominated by each of the four Symbiodinium types tested, background levels of the other three types were detected when present at 5%, 1%, and 0.1% levels, and their relative abundances were quantified with high (A13, C1, D1) to variable (C3) accuracy. The potential of this deep sequencing method for resolving fine-scale genetic diversity within a symbiont type was further demonstrated in a natural symbiosis using ITS-1, and uncovered reef-specific differences in the composition of Symbiodinium microadriaticum in two species of acroporid corals (Acropora digitifera and A. hyacinthus) from Palau. The ability of deep sequencing of the ITS locus (1 and 2) to detect and quantify low-abundant Symbiodinium types, as well as finer-scale diversity below the type level, will enable more robust quantification of local genetic diversity in Symbiodinium populations. This method will help to elucidate the role that background types have in maximizing coral fitness across diverse environments and in response to environmental change.
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Affiliation(s)
- Kate M. Quigley
- ARC Centre of Excellence for Coral Reef Studies, School of Marine and Tropical Biology, James Cook University, Townsville, Australia
- AIMS@JCU, Australian Institute of Marine Science and James Cook University, Townsville, Australia
- E-mail:
| | - Sarah W. Davies
- Department of Integrative Biology, The University of Texas at Austin, Austin, Texas, United States of America
| | - Carly D. Kenkel
- Department of Integrative Biology, The University of Texas at Austin, Austin, Texas, United States of America
| | - Bette L. Willis
- ARC Centre of Excellence for Coral Reef Studies, School of Marine and Tropical Biology, James Cook University, Townsville, Australia
- AIMS@JCU, Australian Institute of Marine Science and James Cook University, Townsville, Australia
- E-mail:
| | - Mikhail V. Matz
- Department of Integrative Biology, The University of Texas at Austin, Austin, Texas, United States of America
| | - Line K. Bay
- Australian Institute of Marine Science, PMB 3, Townsville, Queensland, Australia
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Abstract
This article has summarized the psychosocial sequelae identified for the adult cancer survivor. The themes that have been identified relate to loss, compromise, and uncertainty. There is, as yet, no evidence of increased psychopathology in this population. Research on this subject is sparse and difficult to interpret. Consistent definitions of survival across studies is needed in order to compare findings. Although no specific length of time is precise for a given individual, information does exist that would assist in defining long-term survival for a given disease. The use of sensitive measures and appropriate comparison groups is an important consideration in future studies. Instruments that measure psychopathology have often been used; however, these instruments appear not to be sensitive to the more subtle levels of psychological distress and problems associated with long-term survival. Schipper and Levitt have emphasized the need for more discriminating tools. Spitzer and colleagues propose the use of in-depth psychological interviews as optimal in this regard. Comparison groups have varied from neighbors, friends, college students, psychiatric patients, and national surveys. In addition to a lack of consistency among these groups, questions have been raised in the literature as to what degree these groups represent the general population. Schipper and Levitt suggest that patients might best be used as their own controls and followed over time. Through increased understanding, strategies for prevention and intervention can be designed. An editorial in the newsletter for the National Coalition for Cancer Survivorship states, "the strength of the survivorship movement can be measured, in part, by the fact that these activities have developed independently, without coordination.(ABSTRACT TRUNCATED AT 250 WORDS)
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