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      Whole transcriptome analysis reveals changes in expression of immune-related genes during and after bleaching in a reef-building coral

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          Abstract

          Climate change is negatively affecting the stability of natural ecosystems, especially coral reefs. The dissociation of the symbiosis between reef-building corals and their algal symbiont, or coral bleaching, has been linked to increased sea surface temperatures. Coral bleaching has significant impacts on corals, including an increase in disease outbreaks that can permanently change the entire reef ecosystem. Yet, little is known about the impacts of coral bleaching on the coral immune system. In this study, whole transcriptome analysis of the coral holobiont and each of the associate components (i.e. coral host, algal symbiont and other associated microorganisms) was used to determine changes in gene expression in corals affected by a natural bleaching event as well as during the recovery phase. The main findings include evidence that the coral holobiont and the coral host have different responses to bleaching, and the host immune system appears suppressed even a year after a bleaching event. These results support the hypothesis that coral bleaching changes the expression of innate immune genes of corals, and these effects can last even after recovery of symbiont populations. Research on the role of immunity on coral's resistance to stressors can help make informed predictions on the future of corals and coral reefs.

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          Mechanisms of reef coral resistance to future climate change.

          Reef corals are highly sensitive to heat, yet populations resistant to climate change have recently been identified. To determine the mechanisms of temperature tolerance, we reciprocally transplanted corals between reef sites experiencing distinct temperature regimes and tested subsequent physiological and gene expression profiles. Local acclimatization and fixed effects, such as adaptation, contributed about equally to heat tolerance and are reflected in patterns of gene expression. In less than 2 years, acclimatization achieves the same heat tolerance that we would expect from strong natural selection over many generations for these long-lived organisms. Our results show both short-term acclimatory and longer-term adaptive acquisition of climate resistance. Adding these adaptive abilities to ecosystem models is likely to slow predictions of demise for coral reef ecosystems.
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            A fractal approach to dynamic inference and distribution analysis

            Event-distributions inform scientists about the variability and dispersion of repeated measurements. This dispersion can be understood from a complex systems perspective, and quantified in terms of fractal geometry. The key premise is that a distribution's shape reveals information about the governing dynamics of the system that gave rise to the distribution. Two categories of characteristic dynamics are distinguished: additive systems governed by component-dominant dynamics and multiplicative or interdependent systems governed by interaction-dominant dynamics. A logic by which systems governed by interaction-dominant dynamics are expected to yield mixtures of lognormal and inverse power-law samples is discussed. These mixtures are described by a so-called cocktail model of response times derived from human cognitive performances. The overarching goals of this article are twofold: First, to offer readers an introduction to this theoretical perspective and second, to offer an overview of the related statistical methods.
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              Measuring rDNA diversity in eukaryotic microbial systems: how intragenomic variation, pseudogenes, and PCR artifacts confound biodiversity estimates.

              Molecular approaches have revolutionized our ability to study the ecology and evolution of micro-organisms. Among the most widely used genetic markers for these studies are genes and spacers of the rDNA operon. However, the presence of intragenomic rDNA variation, especially among eukaryotes, can potentially confound estimates of microbial diversity. To test this hypothesis, bacterially cloned PCR products of the internal transcribed spacer (ITS) region from clonal isolates of Symbiodinium, a large genus of dinoflagellates that live in symbiosis with many marine protists and invertebrate metazoa, were sequenced and analysed. We found widely differing levels of intragenomic sequence variation and divergence in representatives of Symbiodinium clades A to E, with only a small number of variants attributed to Taq polymerase/bacterial cloning error or PCR chimeras. Analyses of 5.8S-rDNA and ITS2 secondary structure revealed that some variants possessed base substitutions and/or indels that destabilized the folded form of these molecules; given the vital nature of secondary structure to the function of these molecules, these likely represent pseudogenes. When similar controls were applied to bacterially cloned ITS sequences from a recent survey of Symbiodinium diversity in Hawaiian Porites spp., most variants (approximately 87.5%) possessed unstable secondary structures, had unprecedented mutations, and/or were PCR chimeras. Thus, data obtained from sequencing of bacterially cloned rDNA genes can substantially exaggerate the level of eukaryotic microbial diversity inferred from natural samples if appropriate controls are not applied. These considerations must be taken into account when interpreting sequence data generated by bacterial cloning of multicopy genes such as rDNA.
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                Author and article information

                Journal
                R Soc Open Sci
                R Soc Open Sci
                RSOS
                royopensci
                Royal Society Open Science
                The Royal Society Publishing
                2054-5703
                April 2015
                1 April 2015
                1 April 2015
                : 2
                : 4
                : 140214
                Affiliations
                [1 ]Department of Biology, University of Texas Arlington , Arlington, TX 76016, USA
                [2 ]Department of Biology, The Pennsylvania State University , State College, PA 16802, USA
                [3 ]Institute of Marine and Environmental Technology, University of Maryland Baltimore County Columbus Center , 701 East Pratt Street, Baltimore, MD 21202, USA
                [4 ]Department of Ecology and Evolutionary Biology, Cornell University , Ithaca, NY 14853, USA
                [5 ]Department of Marine Sciences, University of Puerto Rico—Mayagüez , La Parguera, PR 00865, USA
                Author notes
                Author for correspondence: Jorge H. Pinzón e-mail: pinzon@ 123456uta.edu
                Article
                rsos140214
                10.1098/rsos.140214
                4448857
                26064625
                af7d4af8-e1e1-476b-bb87-e90d667ebfcd
                © 2015 The Authors.

                © 2015 The Authors. Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/, which permits unrestricted use, provided the original author and source are credited.

                History
                : 7 August 2014
                : 4 March 2015
                Categories
                1001
                198
                199
                60
                Biology (Whole Organism)
                Custom metadata
                April, 2015

                climate change,thermal stress,coral bleaching,symbiosis dissociation,transcriptomics,immune system

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