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López-Landavery EA, Amador-Cano G, Tripp-Valdez MA, Ramírez-Álvarez N, Cicala F, Gómez-Reyes RJE, Díaz F, Re-Araujo AD, Galindo-Sánchez CE. Hydrocarbon exposure effect on energetic metabolism and immune response in Crassostrea virginica. MARINE POLLUTION BULLETIN 2022; 180:113738. [PMID: 35635877 DOI: 10.1016/j.marpolbul.2022.113738] [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: 11/09/2021] [Revised: 05/03/2022] [Accepted: 05/06/2022] [Indexed: 06/15/2023]
Abstract
Crassostrea virginica was exposed to different light crude oil levels to assess the effect on transcriptomic response and metabolic rate. The exposure time was 21 days, and levels of 100 and 200 μg/L were used, including a control. The most significant difference among treatments was the overexpression of several genes associated with energy production, reactive oxygen species (ROS) regulation, immune system response, and inflammatory response. Also, a hydrocarbon concentration-related pattern was identified in ROS regulation, with a gene expression ratio near 1.8:1 between 200 and 100 μg/L treatments. Statistical analysis showed no interaction effect for metabolic rate; however, significant differences were found for oil concentration and time factors, with a higher oxygen consumption at 200 μg/L. Our findings provide novel information about the metabolic response of C. virginica during hydrocarbons exposure. In addition, our results point out which biological processes should be investigated as targets for searching bioindicators.
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Affiliation(s)
- E A López-Landavery
- Laboratorio de Genómica Funcional, Departamento de Biotecnología Marina, Centro de Investigación Científica y Educación Superior de Ensenada (CICESE), Ensenada, BC, Mexico; Laboratorio de Genética, Fisiología y Reproducción, Facultad de Ciencias, Universidad Nacional del Santa, Nuevo Chimbote, Ancash, Peru
| | - G Amador-Cano
- Universidad Tecnológica del Mar de Tamaulipas Bicentenario, La Pesca, Soto La Marina, Tamaulipas, Mexico
| | - M A Tripp-Valdez
- Departamento de Acuicultura, Centro de Investigación Científica y Educación Superior de Ensenada (CICESE), Ensenada, BC, Mexico
| | - N Ramírez-Álvarez
- Instituto de Investigaciones Oceanológicas (IIO), Universidad Autónoma de Baja California (UABC), Carretera Tijuana-Ensenada No. 3917, Ensenada, BC, Mexico
| | - F Cicala
- Laboratorio de Genómica Funcional, Departamento de Biotecnología Marina, Centro de Investigación Científica y Educación Superior de Ensenada (CICESE), Ensenada, BC, Mexico
| | - R J E Gómez-Reyes
- Laboratorio de Genómica Funcional, Departamento de Biotecnología Marina, Centro de Investigación Científica y Educación Superior de Ensenada (CICESE), Ensenada, BC, Mexico; Facultad de Ciencias Marinas, Universidad Autónoma de Baja California (UABC), Carretera Tijuana-Ensenada No. 3917, Ensenada, BC, Mexico
| | - F Díaz
- Laboratorio de Genómica Funcional, Departamento de Biotecnología Marina, Centro de Investigación Científica y Educación Superior de Ensenada (CICESE), Ensenada, BC, Mexico
| | - A D Re-Araujo
- Laboratorio de Genómica Funcional, Departamento de Biotecnología Marina, Centro de Investigación Científica y Educación Superior de Ensenada (CICESE), Ensenada, BC, Mexico
| | - C E Galindo-Sánchez
- Laboratorio de Genómica Funcional, Departamento de Biotecnología Marina, Centro de Investigación Científica y Educación Superior de Ensenada (CICESE), Ensenada, BC, Mexico.
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Kumar A, Nonnis S, Castellano I, AbdElgawad H, Beemster GTS, Buia MC, Maffioli E, Tedeschi G, Palumbo A. Molecular response of Sargassum vulgare to acidification at volcanic CO 2 vents: Insights from proteomic and metabolite analyses. Mol Ecol 2022; 31:3844-3858. [PMID: 35635253 DOI: 10.1111/mec.16553] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2020] [Revised: 05/16/2022] [Accepted: 05/20/2022] [Indexed: 11/30/2022]
Abstract
Ocean acidification is impacting marine life all over the world. Understanding how species can cope with the changes in seawater carbonate chemistry represents a challenging issue. We addressed this topic using underwater CO2 vents that naturally acidify some marine areas off the island of Ischia. In the most acidified area of the vents, having a mean pH value of 6.7, comparable to far-future predicted acidification scenarios (by 2300), the biomass is dominated by the brown alga Sargassum vulgare. The novelty of the present study is the characterization of the S. vulgare proteome together with metabolite analyses to identify the key proteins, metabolites, and pathways affected by ocean acidification. A total of 367 and 387 proteins were identified in populations grown at pH that approximates the current global average (8.1) and acidified sites, respectively. Analysis of their relative abundance revealed that 304 proteins are present in samples from both sites: 111 proteins are either higher or exclusively present under acidified conditions, whereas 120 proteins are either lower or present only under control conditions. Functionally, under acidification, a decrease in proteins related to translation and post-translational processes and an increase of proteins involved in photosynthesis, glycolysis, oxidation-reduction processes, and protein folding were observed. In addition, small-molecule metabolism was affected, leading to a decrease of some fatty acids and antioxidant compounds under acidification. Overall, the results obtained by proteins and metabolites analyses, integrated with previous transcriptomic, physiological, and biochemical studies, allowed us to delineate the molecular strategies adopted by S. vulgare to grow in future acidified environments, including an increase of proteins involved in energetic metabolism, oxidation-reduction processes, and protein folding at the expense of proteins involved in translation and post-translational processes.
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Affiliation(s)
- Amit Kumar
- Stazione Zoologica Anton Dohrn, Department of Integrative Marine Ecology, Marine Research Center, Naples, Italy
- Centre for Climate Change Studies, Sathyabama Institute of Science and Technology, Chennai, India
| | - Simona Nonnis
- Department of Veterinary Medicine and Animal Science (DIVAS), Università degli Studi di Milano, Milan, Italy
- CRC "Innovation for well-being and environment" (I-WE), Università degli Studi di Milano, Milan, Italy
| | - Immacolata Castellano
- Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, Naples, Italy
- Stazione Zoologica Anton Dohrn, Department of Biology and Evolution of Marine Organisms, Naples, Italy
| | - Hamada AbdElgawad
- Department of Botany, Faculty of Science, Beni-Suef University, Beni-Suef, Egypt
- Integrated Molecular Plant Physiology Research Group (IMPRES), Department of Biology, University of Antwerp, Antwerp, Belgium
| | - Gerrit T S Beemster
- Integrated Molecular Plant Physiology Research Group (IMPRES), Department of Biology, University of Antwerp, Antwerp, Belgium
| | - Maria Cristina Buia
- Stazione Zoologica Anton Dohrn, Department of Integrative Marine Ecology, Marine Research Center, Naples, Italy
| | - Elisa Maffioli
- Department of Veterinary Medicine and Animal Science (DIVAS), Università degli Studi di Milano, Milan, Italy
| | - Gabriella Tedeschi
- Department of Veterinary Medicine and Animal Science (DIVAS), Università degli Studi di Milano, Milan, Italy
- CRC "Innovation for well-being and environment" (I-WE), Università degli Studi di Milano, Milan, Italy
| | - Anna Palumbo
- Stazione Zoologica Anton Dohrn, Department of Biology and Evolution of Marine Organisms, Naples, Italy
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Ventoso P, Pazos AJ, Blanco J, Pérez-Parallé ML, Triviño JC, Sánchez JL. Transcriptional Response in the Digestive Gland of the King Scallop ( Pecten maximus) After the Injection of Domoic Acid. Toxins (Basel) 2021; 13:toxins13050339. [PMID: 34067146 PMCID: PMC8150855 DOI: 10.3390/toxins13050339] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Revised: 05/05/2021] [Accepted: 05/05/2021] [Indexed: 01/18/2023] Open
Abstract
Some diatom species of the genus Pseudo-nitzschia produce the toxin domoic acid. The depuration rate of domoic acid in Pecten maximus is very low; for this reason, king scallops generally contain high levels of domoic acid in their tissues. A transcriptomic approach was used to identify the genes differentially expressed in the P. maximus digestive gland after the injection of domoic acid. The differential expression analysis found 535 differentially expressed genes (226 up-regulated and 309 down-regulated). Protein–protein interaction networks obtained with the up-regulated genes were enriched in gene ontology terms, such as vesicle-mediated transport, response to stress, signal transduction, immune system process, RNA metabolic process, and autophagy, while networks obtained with the down-regulated genes were enriched in gene ontology terms, such as response to stress, immune system process, ribosome biogenesis, signal transduction, and mRNA processing. Genes that code for cytochrome P450 enzymes, glutathione S-transferase theta-1, glutamine synthase, pyrroline-5-carboxylate reductase 2, and sodium- and chloride-dependent glycine transporter 1 were among the up-regulated genes. Therefore, a stress response at the level of gene expression, that could be caused by the domoic acid injection, was evidenced by the alteration of several biological, cellular, and molecular processes.
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Affiliation(s)
- Pablo Ventoso
- Departamento de Bioquímica y Biología Molecular, Instituto de Acuicultura, University of Santiago de Compostela, 15782 Santiago de Compostela, Spain; (P.V.); (M.L.P.-P.); (J.L.S.)
| | - Antonio J. Pazos
- Departamento de Bioquímica y Biología Molecular, Instituto de Acuicultura, University of Santiago de Compostela, 15782 Santiago de Compostela, Spain; (P.V.); (M.L.P.-P.); (J.L.S.)
- Correspondence:
| | - Juan Blanco
- Centro de Investigacións Mariñas, Xunta de Galicia, Pedras de Corón s/n Apdo. 13, 36620 Vilanova de Arousa, Spain;
| | - M. Luz Pérez-Parallé
- Departamento de Bioquímica y Biología Molecular, Instituto de Acuicultura, University of Santiago de Compostela, 15782 Santiago de Compostela, Spain; (P.V.); (M.L.P.-P.); (J.L.S.)
| | - Juan C. Triviño
- Sistemas Genómicos, Ronda G. Marconi 6, Paterna, 46980 Valencia, Spain;
| | - José L. Sánchez
- Departamento de Bioquímica y Biología Molecular, Instituto de Acuicultura, University of Santiago de Compostela, 15782 Santiago de Compostela, Spain; (P.V.); (M.L.P.-P.); (J.L.S.)
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The Genetic Component of Seagrass Restoration: What We Know and the Way Forwards. WATER 2021. [DOI: 10.3390/w13060829] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Seagrasses are marine flowering plants providing key ecological services and functions in coasts and estuaries across the globe. Increased environmental changes fueled by human activities are affecting their existence, compromising natural habitats and ecosystems’ biodiversity and functioning. In this context, restoration of disturbed seagrass environments has become a worldwide priority to reverse ecosystem degradation and to recover ecosystem functionality and associated services. Despite the proven importance of genetic research to perform successful restoration projects, this aspect has often been overlooked in seagrass restoration. Here, we aimed to provide a comprehensive perspective of genetic aspects related to seagrass restoration. To this end, we first reviewed the importance of studying the genetic diversity and population structure of target seagrass populations; then, we discussed the pros and cons of different approaches used to restore and/or reinforce degraded populations. In general, the collection of genetic information and the development of connectivity maps are critical steps for any seagrass restoration activity. Traditionally, the selection of donor population preferred the use of local gene pools, thought to be the best adapted to current conditions. However, in the face of rapid ocean changes, alternative approaches such as the use of climate-adjusted or admixture genotypes might provide more sustainable options to secure the survival of restored meadows. Also, we discussed different transplantation strategies applied in seagrasses and emphasized the importance of long-term seagrass monitoring in restoration. The newly developed information on epigenetics as well as the application of assisted evolution strategies were also explored. Finally, a view of legal and ethical issues related to national and international restoration management is included, highlighting improvements and potential new directions to integrate with the genetic assessment. We concluded that a good restoration effort should incorporate: (1) a good understanding of the genetic structure of both donors and populations being restored; (2) the analysis of local environmental conditions and disturbances that affect the site to be restored; (3) the analysis of local adaptation constraints influencing the performances of donor populations and native plants; (4) the integration of distribution/connectivity maps with genetic information and environmental factors relative to the target seagrass populations; (5) the planning of long-term monitoring programs to assess the performance of the restored populations. The inclusion of epigenetic knowledge and the development of assisted evolution programs are strongly hoped for the future.
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López-Landavery EA, Amador-Cano G, Alejandri N, Ramirez-Álvarez N, Montelongo I, Díaz F, Galindo-Sánchez CE. Transcriptomic response and hydrocarbon accumulation in the eastern oyster (Crassostrea virginica) exposed to crude oil. Comp Biochem Physiol C Toxicol Pharmacol 2019; 225:108571. [PMID: 31306803 DOI: 10.1016/j.cbpc.2019.108571] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2019] [Revised: 07/05/2019] [Accepted: 07/09/2019] [Indexed: 12/13/2022]
Abstract
The adverse effect of crude oil on marine invertebrates is well known. To have a better understanding of its effects on marine invertebrates, Crassostrea virginica was exposed to different concentrations (50, 100 and 200 μg/L) of a mixture of super-light and light crude oil for two weeks, evaluating the transcriptomic response of the digestive gland using RNA-Seq and their accumulation in soft tissues. A total of 33,469,374 reads were assembled, which resulted in 61,356 genome assemblies ('Genes'). Trinotate was used for transcript annotation. At the end of this process, 86,409 transcripts were maintained, comprising a broad set of enzymes from xenobiotics metabolism, oxidative stress, stress and immune responses, and energetic metabolism. The enrichment analysis revealed a change in biological processes and molecular functions, finding from 100 to 200 μg/L. Moreover, the differential gene expression analysis showed a dose-dependent transcriptional response, generally up to 100 μg/L and in some cases up to 200 μg/L, which suggested that oysters' response decreased after 100 μg/L; the analysis of crude oil presence in soft tissues indicated that C. virginica is a suitable candidate for ecotoxicology. Finally, these results should contribute to expanding current genomic resources for C. virginica. Furthermore, they will help to develop new studies in aquatic toxicology focused on knowledge in depth of metabolic pathways, jointly with other approaches (such as proteomics) to allow obtaining a complete idea about the eastern oyster response to crude oil.
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Affiliation(s)
- Edgar A López-Landavery
- Department of Marine Biotechnology, Centro de Investigación Científica y Educación Superior de Ensenada (CICESE), Ensenada, BC, Mexico
| | - Gerardo Amador-Cano
- Universidad Tecnológica del Mar de Tamaulipas (UTMART), La Pesca, Soto La Marina, Tamaulipas, Mexico
| | - Naholi Alejandri
- Department of Marine Biotechnology, Centro de Investigación Científica y Educación Superior de Ensenada (CICESE), Ensenada, BC, Mexico
| | - Nancy Ramirez-Álvarez
- Instituto de Investigaciones Oceanológicas (IIO), Universidad Autónoma de Baja California (UABC), Ensenada, BC, Mexico
| | - Isidro Montelongo
- Universidad Tecnológica del Mar de Tamaulipas (UTMART), La Pesca, Soto La Marina, Tamaulipas, Mexico
| | - Fernando Díaz
- Department of Marine Biotechnology, Centro de Investigación Científica y Educación Superior de Ensenada (CICESE), Ensenada, BC, Mexico
| | - Clara E Galindo-Sánchez
- Department of Marine Biotechnology, Centro de Investigación Científica y Educación Superior de Ensenada (CICESE), Ensenada, BC, Mexico.
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Liu X, Li L, Li A, Li Y, Wang W, Zhang G. Transcriptome and Gene Coexpression Network Analyses of Two Wild Populations Provides Insight into the High-Salinity Adaptation Mechanisms of Crassostrea ariakensis. MARINE BIOTECHNOLOGY (NEW YORK, N.Y.) 2019; 21:596-612. [PMID: 31165295 DOI: 10.1007/s10126-019-09896-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/17/2019] [Accepted: 03/25/2019] [Indexed: 06/09/2023]
Abstract
Crassostrea ariakensis naturally distributes in the intertidal and estuary region with relative low salinity ranging from 10 to 25‰. To understand the adaptive capacity of oysters to salinity stress, we conducted transcriptome analysis to investigate the metabolic pathways of salinity stress effectors in oysters from two different geographical sites, namely at salinities of 16, 23, and 30‰. We completed transcriptome sequencing of 18 samples and a total of 52,392 unigenes were obtained after assembly. Differentially expressed gene (DEG) analysis and weighted gene correlation network analysis (WGCNA) were performed using RNA-Seq transcriptomic data from eye-spot larvae at different salinities and from different populations. The results showed that at moderately high salinities (23 and 30‰), genes related to osmotic agents, oxidation-reduction processes, and related regulatory networks of complex transcriptional regulation and signal transduction pathways dominated to counteract the salinity stress. Moreover, there were adaptive differences in salinity response mechanisms, especially at high salinity, in oyster larvae from different populations. These results provide a framework for understanding the interactions of multiple pathways at the system level and for elucidating the complex cellular processes involved in responding to osmotic stress and maintaining growth. Furthermore, the results facilitate further research into the biological processes underlying physiological adaptations to hypertonic stress in marine invertebrates and provide a molecular basis for our subsequent search for high salinity-tolerant populations.
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Affiliation(s)
- Xingyu Liu
- Key Laboratory of Experimental Marine Biology, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, Shandong, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Li Li
- Key Laboratory of Experimental Marine Biology, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, Shandong, China.
- Laboratory for Marine Fisheries Science and Food Production Processes, Qingdao National Laboratory for Marine Science and Technology, Qingdao, Shandong, China.
- Center for Ocean Mega-Science, Chinese Academy of Sciences, Beijing, China.
- National & Local Joint Engineering Key Laboratory of Ecological Mariculture, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, China.
| | - Ao Li
- Key Laboratory of Experimental Marine Biology, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, Shandong, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Yingxiang Li
- Key Laboratory of Experimental Marine Biology, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, Shandong, China
- Laboratory for Marine Biology and Biotechnology, Qingdao National Laboratory for Marine Science and Technology, Qingdao, Shandong, China
- Center for Ocean Mega-Science, Chinese Academy of Sciences, Beijing, China
- National & Local Joint Engineering Key Laboratory of Ecological Mariculture, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, China
| | - Wei Wang
- Key Laboratory of Experimental Marine Biology, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, Shandong, China
- Laboratory for Marine Fisheries Science and Food Production Processes, Qingdao National Laboratory for Marine Science and Technology, Qingdao, Shandong, China
- Laboratory for Marine Biology and Biotechnology, Qingdao National Laboratory for Marine Science and Technology, Qingdao, Shandong, China
- Center for Ocean Mega-Science, Chinese Academy of Sciences, Beijing, China
- National & Local Joint Engineering Key Laboratory of Ecological Mariculture, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, China
| | - Guofan Zhang
- Key Laboratory of Experimental Marine Biology, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, Shandong, China
- Laboratory for Marine Biology and Biotechnology, Qingdao National Laboratory for Marine Science and Technology, Qingdao, Shandong, China
- Center for Ocean Mega-Science, Chinese Academy of Sciences, Beijing, China
- National & Local Joint Engineering Key Laboratory of Ecological Mariculture, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, China
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Silliman K. Population structure, genetic connectivity, and adaptation in the Olympia oyster ( Ostrea lurida) along the west coast of North America. Evol Appl 2019; 12:923-939. [PMID: 31080505 PMCID: PMC6503834 DOI: 10.1111/eva.12766] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2018] [Revised: 11/28/2018] [Accepted: 12/02/2018] [Indexed: 01/02/2023] Open
Abstract
Effective management of threatened and exploited species requires an understanding of both the genetic connectivity among populations and local adaptation. The Olympia oyster (Ostrea lurida), patchily distributed from Baja California to the central coast of Canada, has a long history of population declines due to anthropogenic stressors. For such coastal marine species, population structure could follow a continuous isolation-by-distance model, contain regional blocks of genetic similarity separated by barriers to gene flow, or be consistent with a null model of no population structure. To distinguish between these hypotheses in O. lurida, 13,424 single nucleotide polymorphisms (SNPs) were used to characterize rangewide population structure, genetic connectivity, and adaptive divergence. Samples were collected across the species range on the west coast of North America, from southern California to Vancouver Island. A conservative approach for detecting putative loci under selection identified 235 SNPs across 129 GBS loci, which were functionally annotated and analyzed separately from the remaining neutral loci. While strong population structure was observed on a regional scale in both neutral and outlier markers, neutral markers had greater power to detect fine-scale structure. Geographic regions of reduced gene flow aligned with known marine biogeographic barriers, such as Cape Mendocino, Monterey Bay, and the currents around Cape Flattery. The outlier loci identified as under putative selection included genes involved in developmental regulation, sensory information processing, energy metabolism, immune response, and muscle contraction. These loci are excellent candidates for future research and may provide targets for genetic monitoring programs. Beyond specific applications for restoration and management of the Olympia oyster, this study lends to the growing body of evidence for both population structure and adaptive differentiation across a range of marine species exhibiting the potential for panmixia. Computational notebooks are available to facilitate reproducibility and future open-sourced research on the population structure of O. lurida.
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RNA-Seq Transcriptome Profiling of the Queen Scallop (Aequipecten opercularis) Digestive Gland after Exposure to Domoic Acid-Producing Pseudo-nitzschia. Toxins (Basel) 2019; 11:toxins11020097. [PMID: 30736356 PMCID: PMC6410316 DOI: 10.3390/toxins11020097] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2018] [Revised: 01/28/2019] [Accepted: 02/03/2019] [Indexed: 12/18/2022] Open
Abstract
Some species of the genus Pseudo-nitzschia produce the toxin domoic acid, which causes amnesic shellfish poisoning (ASP). Given that bivalve mollusks are filter feeders, they can accumulate these toxins in their tissues. To elucidate the transcriptional response of the queen scallop Aequipecten opercularis after exposure to domoic acid-producing Pseudo-nitzschia, the digestive gland transcriptome was de novo assembled using an Illumina HiSeq 2000 platform. Then, a differential gene expression analysis was performed. After the assembly, 142,137 unigenes were obtained, and a total of 10,144 genes were differentially expressed in the groups exposed to the toxin. Functional enrichment analysis found that 374 Pfam (protein families database) domains were significantly enriched. The C1q domain, the C-type lectin, the major facilitator superfamily, the immunoglobulin domain, and the cytochrome P450 were among the most enriched Pfam domains. Protein network analysis showed a small number of highly connected nodes involved in specific functions: proteasome components, mitochondrial ribosomal proteins, protein translocases of mitochondrial membranes, cytochromes P450, and glutathione S-transferases. The results suggest that exposure to domoic acid-producing organisms causes oxidative stress and mitochondrial dysfunction. The transcriptional response counteracts these effects with the up-regulation of genes coding for some mitochondrial proteins, proteasome components, and antioxidant enzymes (glutathione S-transferases, thioredoxins, glutaredoxins, and copper/zinc superoxide dismutases).
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Moreira A, Figueira E, Mestre NC, Schrama D, Soares AMVM, Freitas R, Bebianno MJ. Impacts of the combined exposure to seawater acidification and arsenic on the proteome of Crassostrea angulata and Crassostrea gigas. AQUATIC TOXICOLOGY (AMSTERDAM, NETHERLANDS) 2018; 203:117-129. [PMID: 30119036 DOI: 10.1016/j.aquatox.2018.07.021] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2018] [Revised: 07/25/2018] [Accepted: 07/28/2018] [Indexed: 06/08/2023]
Abstract
Proteomic analysis was performed to compare the effects of Arsenic (As), seawater acidification (Low pH) and the combination of both stressors (Low pH + As) on Crassostrea angulata and Crassostrea gigas juveniles in the context of global environmental change. This study aimed to elucidate if two closely related Crassostrea species respond similarly to these environmental stressors, considering both single and combined exposures, to infer if the simultaneous exposure to both stressors induced a differentiated response. Identification of the most important differentially expressed proteins between conditions revealed marked differences in the response of each species towards single and combined exposures, evidencing species-related differences towards each experimental condition. Moreover, protein alterations observed in the combined exposure (Low pH + As) were substantially different from those observed in single exposures. Identified proteins and their putative biological functions revealed an array of modes of action in each condition. Among the most important, those involved in cellular structure (Actin, Atlastin, Severin, Gelsolin, Coronin) and extracellular matrix modulation (Ependymin, Tight junction ZO-1, Neprilysin) were strongly regulated, although in different exposure conditions and species. Data also revealed differences regarding metabolic modulation capacity (ATP β, Enolase, Aconitate hydratase) and oxidative stress response (Aldehyde dehydrogenase, Lactoylglutathione, Retinal dehydrogenase) of each species, which also depended on single or combined exposures, illustrating a different response capacity of both oyster species to the presence of multiple stressors. Interestingly, alterations of piRNA abundance in C. angulata suggested genome reconfiguration in response to multiple stressors, likely an important mode of action related to adaptive evolution mechanisms previously unknown to oyster species, which requires further investigation. The present findings provide a deeper insight into the complexity of C. angulata and C. gigas responses to environmental stress at the proteome level, evidencing different capacities to endure abiotic changes, with relevance regarding the ecophysiological fitness of each species and competitive advantages in a changing environment.
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Affiliation(s)
- Anthony Moreira
- Departamento de Biologia & CESAM, Universidade de Aveiro, Campus Universitário de Santiago, Aveiro, Portugal
| | - Etelvina Figueira
- Departamento de Biologia & CESAM, Universidade de Aveiro, Campus Universitário de Santiago, Aveiro, Portugal
| | - Nélia C Mestre
- CIMA, Universidade do Algarve, Campus de Gambelas, Faro, Portugal
| | - Denise Schrama
- CCMAR, Universidade do Algarve, Campus de Gambelas, Faro, Portugal
| | - Amadeu M V M Soares
- Departamento de Biologia & CESAM, Universidade de Aveiro, Campus Universitário de Santiago, Aveiro, Portugal
| | - Rosa Freitas
- Departamento de Biologia & CESAM, Universidade de Aveiro, Campus Universitário de Santiago, Aveiro, Portugal.
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Song K, Li L, Zhang G. Relationship Among Intron Length, Gene Expression, and Nucleotide Diversity in the Pacific Oyster Crassostrea gigas. MARINE BIOTECHNOLOGY (NEW YORK, N.Y.) 2018; 20:676-684. [PMID: 29967965 DOI: 10.1007/s10126-018-9838-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/19/2018] [Accepted: 06/05/2018] [Indexed: 06/08/2023]
Abstract
Crassostrea gigas is a model mollusk, but its genetic features have not been studied comprehensively. In this study, we used whole-genome resequencing data to identify and characterize nucleotide diversity and population recombination rate in a diverse collection of 21 C. gigas samples. Our analyses revealed that C. gigas harbors both extremely high genetic diversity and recombination rates across the whole genome as compared with those of the other taxa. The noncoding regions, introns, intergenic spacers, and untranslated regions (UTRs) showed a lower level diversity than the synonymous sites. The larger introns tended to have lower diversity. Moreover, we found a negative association of the non-synonymous diversity with gene expression, which suggested that purifying selection played an important role in shaping genetic diversity. The nucleotide diversity at the 100- and 50-kb levels was positively correlated with population recombination rates, which was expected if the diversity was shaped by purifying selection or hitchhiking of advantageous mutants. Our work gives a general picture of the oyster's polymorphism pattern and its association with recombination rates.
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Affiliation(s)
- Kai Song
- Key Laboratory of Experimental Marine Biology, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, 266071, Shandong, China
- Laboratory for Marine Biology and Biotechnology, Qingdao National Laboratory for Marine Science and Technology, Qingdao, 266071, Shandong, China
- National & Local Joint Engineering Laboratory of Ecological Mariculture, Qingdao, 266071, Shandong, China
| | - Li Li
- Key Laboratory of Experimental Marine Biology, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, 266071, Shandong, China.
- National & Local Joint Engineering Laboratory of Ecological Mariculture, Qingdao, 266071, Shandong, China.
- Laboratory for Marine Fisheries and Aquaculture, Qingdao National Laboratory for Marine Science and Technology, Qingdao, 266071, Shandong, China.
- Institute of Oceanology, Chinese Academy of Sciences, 7th Nanhai Rd., Qingdao, China.
| | - Guofan Zhang
- Key Laboratory of Experimental Marine Biology, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, 266071, Shandong, China.
- Laboratory for Marine Biology and Biotechnology, Qingdao National Laboratory for Marine Science and Technology, Qingdao, 266071, Shandong, China.
- National & Local Joint Engineering Laboratory of Ecological Mariculture, Qingdao, 266071, Shandong, China.
- Institute of Oceanology, Chinese Academy of Sciences, 7th Nanhai Rd., Qingdao, China.
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11
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van de Water JAJM, Chaib De Mares M, Dixon GB, Raina JB, Willis BL, Bourne DG, van Oppen MJH. Antimicrobial and stress responses to increased temperature and bacterial pathogen challenge in the holobiont of a reef-building coral. Mol Ecol 2018; 27:1065-1080. [PMID: 29334418 DOI: 10.1111/mec.14489] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2017] [Revised: 12/07/2017] [Accepted: 12/08/2017] [Indexed: 12/29/2022]
Abstract
Global increases in coral disease prevalence have been linked to ocean warming through changes in coral-associated bacterial communities, pathogen virulence and immune system function. However, the interactive effects of temperature and pathogens on the coral holobiont are poorly understood. Here, we assessed three compartments of the holobiont (host, Symbiodinium and bacterial community) of the coral Montipora aequituberculata challenged with the pathogen Vibrio coralliilyticus and the commensal bacterium Oceanospirillales sp. under ambient (27°C) and elevated (29.5 and 32°C) seawater temperatures. Few visual signs of bleaching and disease development were apparent in any of the treatments, but responses were detected in the holobiont compartments. V. coralliilyticus acted synergistically and negatively impacted the photochemical efficiency of Symbiodinium at 32°C, while Oceanospirillales had no significant effect on photosynthetic efficiency. The coral, however, exhibited a minor response to the bacterial challenges, with the response towards V. coralliilyticus being significantly more pronounced, and involving the prophenoloxidase-activating system and multiple immune system-related genes. Elevated seawater temperatures did not induce shifts in the coral-associated bacterial community, but caused significant gene expression modulation in both Symbiodinium and the coral host. While Symbiodinium exhibited an antiviral response and upregulated stress response genes, M. aequituberculata showed regulation of genes involved in stress and innate immune response processes, including immune and cytokine receptor signalling, the complement system, immune cell activation and phagocytosis, as well as molecular chaperones. These observations show that M. aequituberculata is capable of maintaining a stable bacterial community under elevated seawater temperatures and thereby contributes to preventing disease development.
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Affiliation(s)
- Jeroen A J M van de Water
- ARC Centre of Excellence for Coral Reef Studies, James Cook University, Townsville, Qld, Australia.,College of Science and Engineering, James Cook University, Townsville, Qld, Australia.,AIMS@JCU, James Cook University, Townsville, Qld, Australia.,Australian Institute of Marine Science, Townsville, Qld, Australia.,Département de Biologie Marine, Centre Scientifique de Monaco, Monaco, Principauté de Monaco
| | - Maryam Chaib De Mares
- College of Science and Engineering, James Cook University, Townsville, Qld, Australia.,AIMS@JCU, James Cook University, Townsville, Qld, Australia.,Australian Institute of Marine Science, Townsville, Qld, Australia
| | - Groves B Dixon
- Section of Integrative Biology, University of Texas at Austin, Austin, TX, USA
| | - Jean-Baptiste Raina
- ARC Centre of Excellence for Coral Reef Studies, James Cook University, Townsville, Qld, Australia.,College of Science and Engineering, James Cook University, Townsville, Qld, Australia.,AIMS@JCU, James Cook University, Townsville, Qld, Australia.,Australian Institute of Marine Science, Townsville, Qld, Australia.,Climate Change Cluster (C3), University of Technology Sydney, Sydney, NSW, Australia
| | - Bette L Willis
- ARC Centre of Excellence for Coral Reef Studies, James Cook University, Townsville, Qld, Australia.,College of Science and Engineering, James Cook University, Townsville, Qld, Australia.,AIMS@JCU, James Cook University, Townsville, Qld, Australia
| | - David G Bourne
- College of Science and Engineering, James Cook University, Townsville, Qld, Australia.,AIMS@JCU, James Cook University, Townsville, Qld, Australia.,Australian Institute of Marine Science, Townsville, Qld, Australia
| | - Madeleine J H van Oppen
- ARC Centre of Excellence for Coral Reef Studies, James Cook University, Townsville, Qld, Australia.,AIMS@JCU, James Cook University, Townsville, Qld, Australia.,Australian Institute of Marine Science, Townsville, Qld, Australia.,School of BioSciences, The University of Melbourne, Parkville, Vic., Australia
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12
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Goncalves P, Jones DB, Thompson EL, Parker LM, Ross PM, Raftos DA. Transcriptomic profiling of adaptive responses to ocean acidification. Mol Ecol 2017; 26:5974-5988. [PMID: 28833825 DOI: 10.1111/mec.14333] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2017] [Revised: 07/28/2017] [Accepted: 08/07/2017] [Indexed: 12/22/2022]
Abstract
Some populations of marine organisms appear to have inherent tolerance or the capacity for acclimation to stressful environmental conditions, including those associated with climate change. Sydney rock oysters from the B2 breeding line exhibit resilience to ocean acidification (OA) at the physiological level. To understand the molecular basis of this physiological resilience, we analysed the gill transcriptome of B2 oysters that had been exposed to near-future projected ocean pH over two consecutive generations. Our results suggest that the distinctive performance of B2 oysters in the face of OA is mediated by the selective expression of genes involved in multiple cellular processes. Subsequent high-throughput qPCR revealed that some of these transcriptional changes are exclusive to B2 oysters and so may be associated with their resilience to OA. The intracellular processes mediated by the differentially abundant genes primarily involve control of the cell cycle and maintenance of cellular homeostasis. These changes may enable B2 oysters to prevent apoptosis resulting from oxidative damage or to alleviate the effects of apoptosis through regulation of the cell cycle. Comparative analysis of the OA conditioning effects across sequential generations supported the contention that B2 and wild-type oysters have different trajectories of changing gene expression and responding to OA. Our findings reveal the broad set of molecular processes underlying transgenerational conditioning and potential resilience to OA in a marine calcifier. Identifying the mechanisms of stress resilience can uncover the intracellular basis for these organisms to survive and thrive in a rapidly changing ocean.
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Affiliation(s)
- Priscila Goncalves
- Department of Biological Sciences, Macquarie University, Sydney, NSW, Australia.,Sydney Institute of Marine Science, Sydney, NSW, Australia
| | - David B Jones
- Department of Biological Sciences, Macquarie University, Sydney, NSW, Australia.,Sydney Institute of Marine Science, Sydney, NSW, Australia
| | - Emma L Thompson
- Department of Biological Sciences, Macquarie University, Sydney, NSW, Australia.,Sydney Institute of Marine Science, Sydney, NSW, Australia.,School of Life and Environmental Sciences, University of Sydney, Sydney, NSW, Australia
| | - Laura M Parker
- School of Life and Environmental Sciences, University of Sydney, Sydney, NSW, Australia
| | - Pauline M Ross
- School of Life and Environmental Sciences, University of Sydney, Sydney, NSW, Australia
| | - David A Raftos
- Department of Biological Sciences, Macquarie University, Sydney, NSW, Australia.,Sydney Institute of Marine Science, Sydney, NSW, Australia
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13
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Song K, Li L, Zhang G. The association between DNA methylation and exon expression in the Pacific oyster Crassostrea gigas. PLoS One 2017; 12:e0185224. [PMID: 28945769 PMCID: PMC5612690 DOI: 10.1371/journal.pone.0185224] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2017] [Accepted: 09/09/2017] [Indexed: 12/13/2022] Open
Abstract
Background DNA methylation is one of the most important epigenetic modifications of eukaryotic genomes and is believed to play integral roles in diverse biological processes. Although DNA methylation has been well studied in mammals, data are limited in invertebrates, particularly Mollusca. The Pacific oyster Crassostrea gigas is an emerging genetic model for functional analysis of DNA methylation in Mollusca. Recent studies have shown that there is a positive association between methylation status and gene expression in C. gigas; however, whether this association exists at the exon level remains to be determined. Results In this study, we characterized the genome-wide methylation pattern across two different tissues of C. gigas and found that methylated genes are expressed in more tissues and development stages than unmethylated genes. Furthermore, we found that different types of exons had different methylation levels, with the lowest methylation levels in the first exons, followed by the last exons, and the internal exons. We found that the exons included in the gene transcript contained significantly higher DNA methylation levels than skipped exons. We observed that the DNA methylation levels increased slowly after the start sites and end sites of exons seperately, and then decreased quickly towards the middle sites of exons. We also found that methylated exons were significantly longer than unmethylated exons. Conclusion This study constitutes the first genome-wide analysis to show an association between exon-level DNA methylation and mRNA expression in the oyster. Our findings suggest that exon-level DNA methylation may play a role in the construction of alternative splicing by positively influencing exon inclusion during transcription.
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Affiliation(s)
- Kai Song
- Key Laboratory of Experimental Marine Biology, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, Shandong, China
- National & Local Joint Engineering Laboratory of Ecological Mariculture, Qingdao, Shandong, China
- Laboratory for Marine Fisheries and Aquaculture, Qingdao National Laboratory for Marine Science and Technology, Qingdao, Shandong, China
| | - Li Li
- Key Laboratory of Experimental Marine Biology, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, Shandong, China
- National & Local Joint Engineering Laboratory of Ecological Mariculture, Qingdao, Shandong, China
- Laboratory for Marine Fisheries and Aquaculture, Qingdao National Laboratory for Marine Science and Technology, Qingdao, Shandong, China
- * E-mail: (LL); (GZ)
| | - Guofan Zhang
- Key Laboratory of Experimental Marine Biology, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, Shandong, China
- Laboratory for Marine Fisheries and Aquaculture, Qingdao National Laboratory for Marine Science and Technology, Qingdao, Shandong, China
- Laboratory for Marine Biology and Biotechnology, Qingdao National Laboratory for Marine Science and Technology, Qingdao, Shandong, China
- * E-mail: (LL); (GZ)
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14
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van Oppen MJH, Gates RD, Blackall LL, Cantin N, Chakravarti LJ, Chan WY, Cormick C, Crean A, Damjanovic K, Epstein H, Harrison PL, Jones TA, Miller M, Pears RJ, Peplow LM, Raftos DA, Schaffelke B, Stewart K, Torda G, Wachenfeld D, Weeks AR, Putnam HM. Shifting paradigms in restoration of the world's coral reefs. GLOBAL CHANGE BIOLOGY 2017; 23:3437-3448. [PMID: 28247459 DOI: 10.1111/gcb.13647] [Citation(s) in RCA: 163] [Impact Index Per Article: 23.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/14/2016] [Revised: 01/19/2017] [Accepted: 01/23/2017] [Indexed: 05/18/2023]
Abstract
Many ecosystems around the world are rapidly deteriorating due to both local and global pressures, and perhaps none so precipitously as coral reefs. Management of coral reefs through maintenance (e.g., marine-protected areas, catchment management to improve water quality), restoration, as well as global and national governmental agreements to reduce greenhouse gas emissions (e.g., the 2015 Paris Agreement) is critical for the persistence of coral reefs. Despite these initiatives, the health and abundance of corals reefs are rapidly declining and other solutions will soon be required. We have recently discussed options for using assisted evolution (i.e., selective breeding, assisted gene flow, conditioning or epigenetic programming, and the manipulation of the coral microbiome) as a means to enhance environmental stress tolerance of corals and the success of coral reef restoration efforts. The 2014-2016 global coral bleaching event has sharpened the focus on such interventionist approaches. We highlight the necessity for consideration of alternative (e.g., hybrid) ecosystem states, discuss traits of resilient corals and coral reef ecosystems, and propose a decision tree for incorporating assisted evolution into restoration initiatives to enhance climate resilience of coral reefs.
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Affiliation(s)
- Madeleine J H van Oppen
- Australian Institute of Marine Science, PMB No. 3, Townsville MC, QLD, 4810, Australia
- School of BioSciences, University of Melbourne, Parkville, VIC, 3010, Australia
| | - Ruth D Gates
- Hawaii Institute of Marine Biology, Kaneohe, HI, 96744, USA
| | - Linda L Blackall
- School of BioSciences, University of Melbourne, Parkville, VIC, 3010, Australia
| | - Neal Cantin
- Australian Institute of Marine Science, PMB No. 3, Townsville MC, QLD, 4810, Australia
| | - Leela J Chakravarti
- Australian Institute of Marine Science, PMB No. 3, Townsville MC, QLD, 4810, Australia
- AIMS@JCU, James Cook University, Townsville, QLD, 4811, Australia
- College of Marine and Environmental Sciences, James Cook University, Townsville, QLD, 4811, Australia
| | - Wing Y Chan
- Australian Institute of Marine Science, PMB No. 3, Townsville MC, QLD, 4810, Australia
- School of BioSciences, University of Melbourne, Parkville, VIC, 3010, Australia
| | - Craig Cormick
- ThinkOutsideThe, 12 Giffen Close, Holt, ACT, 2615, Australia
| | - Angela Crean
- School of Life and Environmental Sciences, The University of Sydney, Sydney, NSW, 2006, Australia
| | - Katarina Damjanovic
- Australian Institute of Marine Science, PMB No. 3, Townsville MC, QLD, 4810, Australia
- School of BioSciences, University of Melbourne, Parkville, VIC, 3010, Australia
| | - Hannah Epstein
- Australian Institute of Marine Science, PMB No. 3, Townsville MC, QLD, 4810, Australia
- AIMS@JCU, James Cook University, Townsville, QLD, 4811, Australia
- College of Marine and Environmental Sciences, James Cook University, Townsville, QLD, 4811, Australia
- Australian Research Council Centre of Excellence for Coral Reef Studies, James Cook University, Townsville, QLD, 4811, Australia
| | - Peter L Harrison
- Marine Ecology Research Centre, School of Environment, Science and Engineering, Southern Cross University, Lismore, NSW, Australia
| | - Thomas A Jones
- USDA-Agricultural Research Service, Forage and Range Research Laboratory, Logan, UT, 84322-6300, USA
| | - Margaret Miller
- National Oceanic and Atmospheric Administration-National Marine Fisheries Service, Miami, FL, USA
| | - Rachel J Pears
- Great Barrier Reef Marine Park Authority, PO Box 1379, Townsville, QLD, 4810, Australia
| | - Lesa M Peplow
- Australian Institute of Marine Science, PMB No. 3, Townsville MC, QLD, 4810, Australia
| | - David A Raftos
- Department of Biological Sciences, Macquarie University, North Ryde, NSW, 2109, Australia
| | - Britta Schaffelke
- Australian Institute of Marine Science, PMB No. 3, Townsville MC, QLD, 4810, Australia
| | - Kristen Stewart
- SUNY College of Environmental Science and Forestry, Syracuse, NY, 13210-2788, USA
| | - Gergely Torda
- Australian Institute of Marine Science, PMB No. 3, Townsville MC, QLD, 4810, Australia
- Australian Research Council Centre of Excellence for Coral Reef Studies, James Cook University, Townsville, QLD, 4811, Australia
| | - David Wachenfeld
- Great Barrier Reef Marine Park Authority, PO Box 1379, Townsville, QLD, 4810, Australia
| | - Andrew R Weeks
- School of BioSciences, University of Melbourne, Parkville, VIC, 3010, Australia
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15
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Bailey A, De Wit P, Thor P, Browman HI, Bjelland R, Shema S, Fields DM, Runge JA, Thompson C, Hop H. Regulation of gene expression is associated with tolerance of the Arctic copepod Calanus glacialis to CO 2-acidified sea water. Ecol Evol 2017; 7:7145-7160. [PMID: 28944006 PMCID: PMC5606855 DOI: 10.1002/ece3.3063] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2017] [Revised: 04/10/2017] [Accepted: 04/16/2017] [Indexed: 01/03/2023] Open
Abstract
Ocean acidification is the increase in seawater pCO 2 due to the uptake of atmospheric anthropogenic CO 2, with the largest changes predicted to occur in the Arctic seas. For some marine organisms, this change in pCO 2, and associated decrease in pH, represents a climate change-related stressor. In this study, we investigated the gene expression patterns of nauplii of the Arctic copepod Calanus glacialis cultured at low pH levels. We have previously shown that organismal-level performance (development, growth, respiration) of C. glacialis nauplii is unaffected by low pH. Here, we investigated the molecular-level response to lowered pH in order to elucidate the physiological processes involved in this tolerance. Nauplii from wild-caught C. glacialis were cultured at four pH levels (8.05, 7.9, 7.7, 7.5). At stage N6, mRNA was extracted and sequenced using RNA-seq. The physiological functionality of the proteins identified was categorized using Gene Ontology and KEGG pathways. We found that the expression of 151 contigs varied significantly with pH on a continuous scale (93% downregulated with decreasing pH). Gene set enrichment analysis revealed that, of the processes downregulated, many were components of the universal cellular stress response, including DNA repair, redox regulation, protein folding, and proteolysis. Sodium:proton antiporters were among the processes significantly upregulated, indicating that these ion pumps were involved in maintaining cellular pH homeostasis. C. glacialis significantly alters its gene expression at low pH, although they maintain normal larval development. Understanding what confers tolerance to some species will support our ability to predict the effects of future ocean acidification on marine organisms.
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Affiliation(s)
- Allison Bailey
- Norwegian Polar Institute Tromsø Norway.,Department of Arctic and Marine Biology Faculty of Biosciences Fisheries and Economics UiT The Arctic University of Norway Tromsø Norway
| | - Pierre De Wit
- University of Gothenburg Department of Marine Sciences Sven Lovén Centre for Marine Sciences Tjärnö Sweden
| | | | - Howard I Browman
- Austevoll Research Station Institute of Marine Research Storebø Norway
| | - Reidun Bjelland
- Austevoll Research Station Institute of Marine Research Storebø Norway
| | - Steven Shema
- Austevoll Research Station Institute of Marine Research Storebø Norway
| | - David M Fields
- Bigelow Laboratory for Ocean Sciences East Boothbay ME USA
| | - Jeffrey A Runge
- Gulf of Maine Research Institute University of Maine Orono ME USA
| | - Cameron Thompson
- Gulf of Maine Research Institute University of Maine Orono ME USA
| | - Haakon Hop
- Norwegian Polar Institute Tromsø Norway.,Department of Arctic and Marine Biology Faculty of Biosciences Fisheries and Economics UiT The Arctic University of Norway Tromsø Norway
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16
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Raftos DA, Melwani AR, Haynes PA, Muralidharan S, Birch GF, Amaral V, Thompson EL, Taylor DA. The biology of environmental stress: molecular biomarkers in Sydney rock oysters (Saccostrea glomerata). ENVIRONMENTAL SCIENCE. PROCESSES & IMPACTS 2016; 18:1129-1139. [PMID: 27548823 DOI: 10.1039/c6em00322b] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
This review describes our recent work on environmental stress in Sydney rock oysters, focusing on the identification of molecular biomarkers for ecotoxicological analysis. We begin by describing the environmental pressures facing coastal estuaries in Australia, with particular reference to Sydney Harbour. After providing that context, we summarise our transcriptional and proteomic analyses of Sydney rock oysters responding to chemical contamination and other forms of environmental stress. This work has shown that the intracellular processes of oysters are highly responsive to environmental threats. Our data agree with the broader literature, which suggests that there is a highly conserved intracellular stress response in oysters involving a limited number of biological processes. We conclude that many effective molecular markers for environmental biomonitoring are likely to lie within these biological pathways.
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Affiliation(s)
- D A Raftos
- Department of Biological Sciences, Macquarie University, Sydney Institute of Marine Science, North Ryde, 2109, NSW, Australia.
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17
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Goncalves P, Anderson K, Thompson EL, Melwani A, Parker LM, Ross PM, Raftos DA. Rapid transcriptional acclimation following transgenerational exposure of oysters to ocean acidification. Mol Ecol 2016; 25:4836-49. [DOI: 10.1111/mec.13808] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2015] [Revised: 08/07/2016] [Accepted: 08/08/2016] [Indexed: 01/01/2023]
Affiliation(s)
- Priscila Goncalves
- Department of Biological Sciences Macquarie University Sydney NSW 2109 Australia
- Sydney Institute of Marine Science Chowder Bay NSW 2088 Australia
| | - Kelli Anderson
- Department of Biological Sciences Macquarie University Sydney NSW 2109 Australia
- Sydney Institute of Marine Science Chowder Bay NSW 2088 Australia
| | - Emma L. Thompson
- Department of Biological Sciences Macquarie University Sydney NSW 2109 Australia
- Sydney Institute of Marine Science Chowder Bay NSW 2088 Australia
| | - Aroon Melwani
- Department of Biological Sciences Macquarie University Sydney NSW 2109 Australia
- Sydney Institute of Marine Science Chowder Bay NSW 2088 Australia
| | - Laura m. Parker
- School of Biological Sciences University of Sydney Sydney NSW 2006 Australia
| | - Pauline M. Ross
- School of Biological Sciences University of Sydney Sydney NSW 2006 Australia
| | - David A. Raftos
- Department of Biological Sciences Macquarie University Sydney NSW 2109 Australia
- Sydney Institute of Marine Science Chowder Bay NSW 2088 Australia
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18
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Rondon R, Akcha F, Alonso P, Menard D, Rouxel J, Montagnani C, Mitta G, Cosseau C, Grunau C. Transcriptional changes in Crassostrea gigas oyster spat following a parental exposure to the herbicide diuron. AQUATIC TOXICOLOGY (AMSTERDAM, NETHERLANDS) 2016; 175:47-55. [PMID: 26994368 DOI: 10.1016/j.aquatox.2016.03.007] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/07/2015] [Revised: 03/01/2016] [Accepted: 03/06/2016] [Indexed: 06/05/2023]
Abstract
The Pacific oyster Crassostrea gigas is the main oyster species produced in the world, and a key coastal economic resource in France. High mortalities affect Pacific oysters since 2008 in France and Europe. Their origins have been attributed to a combination of biotic and abiotic factors, underlining the importance of environment quality. The impact of water pollution has been pointed out and one of the pollutants, the genotoxic herbicide diuron, occurs at high concentrations all along the French coasts. Previous work has revealed that a parental exposure to diuron had a strong impact on hatching rates and offspring development even if spats were not exposed to diuron themselves. In this study, we explored for the first time the transcriptional changes occurring in oyster spats (non exposed) originating from genitors exposed to an environmentally relevant concentration of diuron during gametogenesis using the RNAseq methodology. We identified a transcriptomic remodeling revealing an effect of the herbicide. Different molecular pathways involved in energy production, translation and cell proliferation are particularly disturbed. This analysis revealed modulated candidate genes putatively involved in response to oxidative stress and mitochondrial damage in offspring of genitors exposed to diuron. Complementary measures of the activity of enzymes involved in these latter processes corroborate the results obtained at the transcriptomic level. In addition, our results suggested an increase in energy production and mitotic activity in 5-month-spats from diuron-exposed genitors. These results could correspond to a "catch-up growth" phenomenon allowing the spats from diuron-exposed genitors, which displayed a growth delay at 3 months, to gain a normal size when they reach the age of 6 months. These results indicate that exposure to a concentration of diuron that is frequently encountered in the field during the oyster's gametogenesis stage can impact the next generation and may result in fitness disturbance.
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Affiliation(s)
- R Rondon
- Ifremer, IHPE UMR 5244, Univ. Perpignan Via Domitia, CNRS, Univ. Montpellier, F-34095 Montpellier, France; Univ. Perpignan Via Domitia, IHPE UMR 5244, CNRS, IFREMER, Univ. Montpellier, F-66860 Perpignan, France
| | - F Akcha
- Ifremer, Department of Biogeochemistry and Ecotoxicology, Laboratory of Ecotoxicology, Rue de l'ile d'Yeu, BP 21105, 44311 Nantes Cedex 03, France
| | - P Alonso
- CNRS, IHPE UMR 5244, Univ. Perpignan Via Domitia, IFREMER, Univ. Montpellier, F-34095 Montpellier, France
| | - D Menard
- Ifremer, Department of Biogeochemistry and Ecotoxicology, Laboratory of Ecotoxicology, Rue de l'ile d'Yeu, BP 21105, 44311 Nantes Cedex 03, France
| | - J Rouxel
- Ifremer, Department of Biogeochemistry and Ecotoxicology, Laboratory of Ecotoxicology, Rue de l'ile d'Yeu, BP 21105, 44311 Nantes Cedex 03, France
| | - C Montagnani
- Ifremer, IHPE UMR 5244, Univ. Perpignan Via Domitia, CNRS, Univ. Montpellier, F-34095 Montpellier, France.
| | - G Mitta
- Univ. Perpignan Via Domitia, IHPE UMR 5244, CNRS, IFREMER, Univ. Montpellier, F-66860 Perpignan, France
| | - C Cosseau
- Univ. Perpignan Via Domitia, IHPE UMR 5244, CNRS, IFREMER, Univ. Montpellier, F-66860 Perpignan, France
| | - C Grunau
- Univ. Perpignan Via Domitia, IHPE UMR 5244, CNRS, IFREMER, Univ. Montpellier, F-66860 Perpignan, France
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19
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Jin YK, Lundgren P, Lutz A, Raina JB, Howells EJ, Paley AS, Willis BL, van Oppen MJH. Genetic markers for antioxidant capacity in a reef-building coral. SCIENCE ADVANCES 2016; 2:e1500842. [PMID: 27386515 PMCID: PMC4928996 DOI: 10.1126/sciadv.1500842] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/24/2015] [Accepted: 04/20/2016] [Indexed: 05/02/2023]
Abstract
The current lack of understanding of the genetic basis underlying environmental stress tolerance in reef-building corals impairs the development of new management approaches to confronting the global demise of coral reefs. On the Great Barrier Reef (GBR), an approximately 51% decline in coral cover occurred over the period 1985-2012. We conducted a gene-by-environment association analysis across 12° latitude on the GBR, as well as both in situ and laboratory genotype-by-phenotype association analyses. These analyses allowed us to identify alleles at two genetic loci that account for differences in environmental stress tolerance and antioxidant capacity in the common coral Acropora millepora. The effect size for antioxidant capacity was considerable and biologically relevant (32.5 and 14.6% for the two loci). Antioxidant capacity is a critical component of stress tolerance because a multitude of environmental stressors cause increased cellular levels of reactive oxygen species. Our findings provide the first step toward the development of novel coral reef management approaches, such as spatial mapping of stress tolerance for use in marine protected area design, identification of stress-tolerant colonies for assisted migration, and marker-assisted selective breeding to create more tolerant genotypes for restoration of denuded reefs.
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Affiliation(s)
- Young K. Jin
- Australian Institute of Marine Science (AIMS), PMB No. 3, Townsville, Queensland 4810, Australia
- College of Science and Engineering, James Cook University, Townsville, Queensland 4811, Australia
- AIMS@JCU, James Cook University, Townsville, Queensland 4811, Australia
- Australian Research Council Centre of Excellence for Coral Reef Studies, James Cook University, Townsville, Queensland 4811, Australia
| | - Petra Lundgren
- Australian Institute of Marine Science (AIMS), PMB No. 3, Townsville, Queensland 4810, Australia
- Department of Anatomy and Developmental Biology, School of Biomedical Sciences, Monash University, Clayton, Victoria 3800, Australia
| | - Adrian Lutz
- Australian Institute of Marine Science (AIMS), PMB No. 3, Townsville, Queensland 4810, Australia
- AIMS@JCU, James Cook University, Townsville, Queensland 4811, Australia
- Australian Research Council Centre of Excellence for Coral Reef Studies, James Cook University, Townsville, Queensland 4811, Australia
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Townsville, Queensland 4811, Australia
- School of BioSciences, University of Melbourne, Parkville, Victoria 3010, Australia
| | - Jean-Baptiste Raina
- Australian Institute of Marine Science (AIMS), PMB No. 3, Townsville, Queensland 4810, Australia
- College of Science and Engineering, James Cook University, Townsville, Queensland 4811, Australia
- AIMS@JCU, James Cook University, Townsville, Queensland 4811, Australia
- Australian Research Council Centre of Excellence for Coral Reef Studies, James Cook University, Townsville, Queensland 4811, Australia
- Plant Functional Biology and Climate Change Cluster, University of Technology Sydney, Sydney, New South Wales 2007, Australia
| | - Emily J. Howells
- Australian Institute of Marine Science (AIMS), PMB No. 3, Townsville, Queensland 4810, Australia
- College of Science and Engineering, James Cook University, Townsville, Queensland 4811, Australia
- AIMS@JCU, James Cook University, Townsville, Queensland 4811, Australia
- Australian Research Council Centre of Excellence for Coral Reef Studies, James Cook University, Townsville, Queensland 4811, Australia
- Center for Genomics and Systems Biology, New York University Abu Dhabi, United Arab Emirates
| | - Allison S. Paley
- Australian Institute of Marine Science (AIMS), PMB No. 3, Townsville, Queensland 4810, Australia
- College of Science and Engineering, James Cook University, Townsville, Queensland 4811, Australia
- AIMS@JCU, James Cook University, Townsville, Queensland 4811, Australia
- Australian Research Council Centre of Excellence for Coral Reef Studies, James Cook University, Townsville, Queensland 4811, Australia
| | - Bette L. Willis
- College of Science and Engineering, James Cook University, Townsville, Queensland 4811, Australia
- AIMS@JCU, James Cook University, Townsville, Queensland 4811, Australia
- Australian Research Council Centre of Excellence for Coral Reef Studies, James Cook University, Townsville, Queensland 4811, Australia
| | - Madeleine J. H. van Oppen
- Australian Institute of Marine Science (AIMS), PMB No. 3, Townsville, Queensland 4810, Australia
- AIMS@JCU, James Cook University, Townsville, Queensland 4811, Australia
- Australian Research Council Centre of Excellence for Coral Reef Studies, James Cook University, Townsville, Queensland 4811, Australia
- School of BioSciences, University of Melbourne, Parkville, Victoria 3010, Australia
- Corresponding author.
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Melwani AR, Thompson EL, Raftos DA. Differential proteomic response of Sydney rock oysters (Saccostrea glomerata) to prolonged environmental stress. AQUATIC TOXICOLOGY (AMSTERDAM, NETHERLANDS) 2016; 173:53-62. [PMID: 26844780 DOI: 10.1016/j.aquatox.2016.01.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/02/2015] [Revised: 01/04/2016] [Accepted: 01/08/2016] [Indexed: 06/05/2023]
Abstract
Exposure to prolonged environmental stress can have impacts on the cellular homeostasis of aquatic organisms. The current study employed two-dimensional electrophoresis (2-DE) to test whether exposure to impaired water quality conditions in the Sydney Harbour estuary has significantly altered the proteomes of the resident Sydney rock oyster (Saccostrea glomerata). Adult S. glomerata were sampled from four bays in the estuary. Each bay consisted of a "high-impact" site adjacent to point sources of chemical contamination (e.g., storm drains/canals or legacy hotspots) and a "low-impact" site located ∼5km away from point sources. A mixture of environmental stressors differed significantly between high- and low-impact sites. Specifically, PAHs, PCBs, tributyltin, Pb, and Zn were significantly elevated in oyster tissues from high-impact sites, together with depleted dissolved oxygen and low pH in the water column. A 2-DE proteomics analysis subsequently identified 238 protein spots across 24 2-DE gels, of which 27-50 spots differed significantly in relative intensity between high- and low-impact sites per bay. Twenty-five percent of the differential spots were identified in more than one bay. The identities of 80 protein spots were determined by mass spectrometry. HSP 70, PPIB, and radixin were the three most highly expressed differential proteins. Despite the largely unique proteomes evident in each bay, functional annotations revealed that half of the differentially expressed proteins fell into just two subcellular functional categories-energy metabolism and the cytoskeleton. These findings provide a framework to further investigate adaptation of cellular mechanisms to prolonged stress in S. glomerata.
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Affiliation(s)
- A R Melwani
- Department of Biological Sciences, Macquarie University, NSW 2109, Australia; Sydney Institute of Marine Science, NSW 2088, Australia.
| | - E L Thompson
- Department of Biological Sciences, Macquarie University, NSW 2109, Australia; Sydney Institute of Marine Science, NSW 2088, Australia
| | - D A Raftos
- Department of Biological Sciences, Macquarie University, NSW 2109, Australia; Sydney Institute of Marine Science, NSW 2088, Australia
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21
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Suarez-Ulloa V, Fernandez-Tajes J, Aguiar-Pulido V, Prego-Faraldo MV, Florez-Barros F, Sexto-Iglesias A, Mendez J, Eirin-Lopez JM. Unbiased high-throughput characterization of mussel transcriptomic responses to sublethal concentrations of the biotoxin okadaic acid. PeerJ 2015; 3:e1429. [PMID: 26618092 PMCID: PMC4655091 DOI: 10.7717/peerj.1429] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2015] [Accepted: 11/03/2015] [Indexed: 01/12/2023] Open
Abstract
Background. Harmful Algal Blooms (HABs) responsible for Diarrhetic Shellfish Poisoning (DSP) represent a major threat for human consumers of shellfish. The biotoxin Okadaic Acid (OA), a well-known phosphatase inhibitor and tumor promoter, is the primary cause of acute DSP intoxications. Although several studies have described the molecular effects of high OA concentrations on sentinel organisms (e.g., bivalve molluscs), the effect of prolonged exposures to low (sublethal) OA concentrations is still unknown. In order to fill this gap, this work combines Next-Generation sequencing and custom-made microarray technologies to develop an unbiased characterization of the transcriptomic response of mussels during early stages of a DSP bloom. Methods. Mussel specimens were exposed to a HAB episode simulating an early stage DSP bloom (200 cells/L of the dinoflagellate Prorocentrum lima for 24 h). The unbiased characterization of the transcriptomic responses triggered by OA was carried out using two complementary methods of cDNA library preparation: normalized and Suppression Subtractive Hybridization (SSH). Libraries were sequenced and read datasets were mapped to Gene Ontology and KEGG databases. A custom-made oligonucleotide microarray was developed based on these data, completing the expression analysis of digestive gland and gill tissues. Results. Our findings show that exposure to sublethal concentrations of OA is enough to induce gene expression modifications in the mussel Mytilus. Transcriptomic analyses revealed an increase in proteasomal activity, molecular transport, cell cycle regulation, energy production and immune activity in mussels. Oppositely, a number of transcripts hypothesized to be responsive to OA (notably the Serine/Threonine phosphatases PP1 and PP2A) failed to show substantial modifications. Both digestive gland and gill tissues responded similarly to OA, although expression modifications were more dramatic in the former, supporting the choice of this tissue for future biomonitoring studies. Discussion. Exposure to OA concentrations within legal limits for safe consumption of shellfish is enough to disrupt important cellular processes in mussels, eliciting sharp transcriptional changes as a result. By combining the study of cDNA libraries and a custom-made OA-specific microarray, our work provides a comprehensive characterization of the OA-specific transcriptome, improving the accuracy of the analysis of expresion profiles compared to single-replicated RNA-seq methods. The combination of our data with related studies helps understanding the molecular mechanisms underlying molecular responses to DSP episodes in marine organisms, providing useful information to develop a new generation of tools for the monitoring of OA pollution.
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Affiliation(s)
- Victoria Suarez-Ulloa
- Chromatin Structure and Evolution Group (Chromevol), Department of Biological Sciences, Florida International University , Miami, FL , United States of America
| | - Juan Fernandez-Tajes
- McCarthy Group, Wellcome Trust Center for Human Genetics, University of Oxford , Oxford , United Kingdom
| | - Vanessa Aguiar-Pulido
- Bioinformatics Research Group (BioRG), School of Computing & Information Sciences, Florida International University , Miami, FL , United States of America
| | - M Veronica Prego-Faraldo
- Chromatin Structure and Evolution Group (Chromevol), Department of Biological Sciences, Florida International University , Miami, FL , United States of America ; Xenomar Group, Department of Cellular and Molecular Biology, University of A Coruña , A Coruña , Spain
| | - Fernanda Florez-Barros
- Centre for Nephrology, Royal Free Hospital, University College London , London , United Kingdom
| | - Alexia Sexto-Iglesias
- Xenomar Group, Department of Cellular and Molecular Biology, University of A Coruña , A Coruña , Spain
| | - Josefina Mendez
- Xenomar Group, Department of Cellular and Molecular Biology, University of A Coruña , A Coruña , Spain
| | - Jose M Eirin-Lopez
- Chromatin Structure and Evolution Group (Chromevol), Department of Biological Sciences, Florida International University , Miami, FL , United States of America
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