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Gaudron SM, Lefebvre S, Marques GM. Inferring functional traits in a deep-sea wood-boring bivalve using dynamic energy budget theory. Sci Rep 2021; 11:22720. [PMID: 34811447 PMCID: PMC8608800 DOI: 10.1038/s41598-021-02243-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Accepted: 11/11/2021] [Indexed: 11/24/2022] Open
Abstract
For species in the deep sea, there is a knowledge gap related to their functional traits at all stages of their life cycles. Dynamic energy budget (DEB) theory has been proven to be an efficient framework for estimating functional traits throughout a life cycle using simulation modelling. An abj-DEB model, which compared with the standard DEB model includes an extra juvenile stage between the embryo and the usual juvenile stages, has been successfully implemented for the deep-sea Atlantic woodeater Xylonora atlantica. Most of the core and primary parameter values of the model were in the range of those found for shallow marine bivalve species; however, in comparison to shallow marine bivalves, X. atlantica required less energy conductance and energy to reach the puberty stage for the same range of body sizes, and its maximum reserve capacity was higher. Consequently, its size at first reproduction was small, and better survival under starvation conditions was expected. A series of functional traits were simulated according to different scenarios of food density and temperature. The results showed a weak cumulative number of oocytes, a low growth rate and a small maximum body size but an extended pelagic larval duration under deep-sea environmental conditions. Moreover, DEB modelling helped explain that some male X. atlantica individuals remain dwarfs while still reproducing by changing their energy allocation during their ontogenetic development in favour of reproduction. The estimation of functional traits using DEB modelling will be useful in further deep-sea studies on the connectivity and resilience of populations.
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Affiliation(s)
- S M Gaudron
- UMR 8187, Laboratoire d'Océanologie et de Géosciences (LOG), Université de Lille, ULCO, CNRS, 59000, Lille, France.
- Sorbonne Université, UFR 927, 75005, Paris, France.
| | - S Lefebvre
- UMR 8187, Laboratoire d'Océanologie et de Géosciences (LOG), Université de Lille, ULCO, CNRS, 59000, Lille, France
| | - G M Marques
- MARETEC-Marine, Environment & Technology Center, LARSyS, Instituto Superior Técnico, Universidade de Lisboa, Lisboa, Portugal
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Brown A, Thatje S, Pond D, Oliphant A. Phospholipid fatty acids are correlated with critical thermal tolerance but not with critical pressure tolerance in the shallow-water shrimp Palaemon varians during sustained exposure to low temperature. JOURNAL OF EXPERIMENTAL MARINE BIOLOGY AND ECOLOGY 2020; 529:151394. [DOI: 10.1016/j.jembe.2020.151394] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2025]
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Chen J, Liang L, Li Y, Zhang H. Molecular Response to High Hydrostatic Pressure: Time-Series Transcriptomic Analysis of Shallow-Water Sea Cucumber Apostichopus japonicus. Front Genet 2020; 11:355. [PMID: 32425972 PMCID: PMC7203883 DOI: 10.3389/fgene.2020.00355] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2019] [Accepted: 03/24/2020] [Indexed: 11/13/2022] Open
Abstract
Hydrostatic pressure is a key environmental factor constraining the benthic migration of shallow-water invertebrates. Although many studies have examined the physiological effects of high hydrostatic pressure on shallow-water invertebrates, the molecular response to high pressure is not fully understood. This question has received increasing attention because ocean warming is forcing the bathymetric migrations of shallow-water invertebrates. Here, we applied time-series transcriptomic analysis to high-pressure incubated and atmospheric pressure-recovered shallow-water sea cucumber (Apostichopus japonicus) to address this question. A total of 44 samples from 15 experimental groups were sequenced. Our results showed that most genes responded to pressure stress at the beginning when pressure was changed, but significant differences of gene expression appeared after 4 to 6 h. Transcription was the most sensitive biological process responding to high-pressure exposure, which was enriched among up-regulated genes after 2 h, followed by ubiquitination (4 h), endocytosis (6 h), stress response (6 h), methylation regulation (24 h), and transmembrane transportation (24 h). After high-pressure incubation, all these biological processes remained up-regulated within 4–6 h at atmospheric pressure. Overall, our results revealed the dynamic transcriptional response of A. japonicus to high-pressure exposure. Additionally, few quantitative or functional responses related to A. japonicus on transcriptional level were introduced by hydrostatic pressure changes after 1 h, and main biological responses were introduced after 4 h, suggesting that, when hydrostatic pressure is the mainly changed environmental factor, it will be better to fix sea cucumber samples for transcriptomic analysis within 1 h, but 4 h will be also acceptable.
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Affiliation(s)
- Jiawei Chen
- Institute of Deep-sea Science and Engineering, Chinese Academy of Sciences, Sanya, China.,College of Earth Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Linying Liang
- Institute of Deep-sea Science and Engineering, Chinese Academy of Sciences, Sanya, China.,College of Earth Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Yanan Li
- Institute of Deep-sea Science and Engineering, Chinese Academy of Sciences, Sanya, China.,College of Earth Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Haibin Zhang
- Institute of Deep-sea Science and Engineering, Chinese Academy of Sciences, Sanya, China
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4
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Yancey PH. Cellular responses in marine animals to hydrostatic pressure. JOURNAL OF EXPERIMENTAL ZOOLOGY PART 2020; 333:398-420. [DOI: 10.1002/jez.2354] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/01/2019] [Revised: 01/31/2020] [Accepted: 02/06/2020] [Indexed: 11/08/2022]
Affiliation(s)
- Paul H. Yancey
- Department of BiologyWhitman CollegeWalla Walla Washington
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Liang L, Chen J, Li Y, Zhang H. Insights into high-pressure acclimation: comparative transcriptome analysis of sea cucumber Apostichopus japonicus at different hydrostatic pressure exposures. BMC Genomics 2020; 21:68. [PMID: 31964339 PMCID: PMC6974979 DOI: 10.1186/s12864-020-6480-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2019] [Accepted: 01/10/2020] [Indexed: 12/15/2022] Open
Abstract
Background Global climate change is predicted to force the bathymetric migrations of shallow-water marine invertebrates. Hydrostatic pressure is proposed to be one of the major environmental factors limiting the vertical distribution of extant marine invertebrates. However, the high-pressure acclimation mechanisms are not yet fully understood. Results In this study, the shallow-water sea cucumber Apostichopus japonicus was incubated at 15 and 25 MPa at 15 °C for 24 h, and subjected to comparative transcriptome analysis. Nine samples were sequenced and assembled into 553,507 unigenes with a N50 length of 1204 bp. Three groups of differentially expressed genes (DEGs) were identified according to their gene expression patterns, including 38 linearly related DEGs whose expression patterns were linearly correlated with hydrostatic pressure, 244 pressure-sensitive DEGs which were up-regulated at both 15 and 25 MPa, and 257 high-pressure-induced DEGs which were up-regulated at 25 MPa but not up-regulated at 15 MPa. Conclusions Our results indicated that the genes and biological processes involving high-pressure acclimation are similar to those related to deep-sea adaptation. In addition to representative biological processes involving deep-sea adaptation (such as antioxidation, immune response, genetic information processing, and DNA repair), two biological processes, namely, ubiquitination and endocytosis, which can collaborate with each other and regulate the elimination of misfolded proteins, also responded to high-pressure exposure in our study. The up-regulation of these two processes suggested that high hydrostatic pressure would lead to the increase of misfolded protein synthesis, and this may result in the death of shallow-water sea cucumber under high-pressure exposure.
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Affiliation(s)
- Linying Liang
- Institute of Deep-sea Science and Engineering, Chinese Academy of Sciences, Sanya, 572000, China.,University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Jiawei Chen
- Institute of Deep-sea Science and Engineering, Chinese Academy of Sciences, Sanya, 572000, China.,University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Yanan Li
- Institute of Deep-sea Science and Engineering, Chinese Academy of Sciences, Sanya, 572000, China.,University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Haibin Zhang
- Institute of Deep-sea Science and Engineering, Chinese Academy of Sciences, Sanya, 572000, China.
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Winnikoff JR, Francis WR, Thuesen EV, Haddock SHD. Combing Transcriptomes for Secrets of Deep-Sea Survival: Environmental Diversity Drives Patterns of Protein Evolution. Integr Comp Biol 2019; 59:786-798. [PMID: 31141128 PMCID: PMC6797910 DOI: 10.1093/icb/icz063] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
Ctenophores, also known as comb jellies, live across extremely broad ranges of temperature and hydrostatic pressure in the ocean. Because various ctenophore lineages adapted independently to similar environmental conditions, Phylum Ctenophora is an ideal system for the study of protein adaptation to extreme environments in a comparative framework. We present such a study here, using a phylogenetically-informed method to compare sequences of four essential metabolic enzymes across gradients of habitat depth and temperature. This method predicts convergent adaptation to these environmental parameters at the amino acid level, providing a novel view of protein adaptation to extreme environments and demonstrating the power and relevance of phylogenetic comparison applied to multi-species transcriptomic datasets from early-diverging metazoa. Across all four enzymes analyzed, 46 amino acid sites were associated with depth-adaptation, 59 with temperature-adaptation, and 56 with both. Sites predicted to be depth- and temperature-adaptive occurred consistently near Rossmann fold cofactor binding motifs and disproportionately in solvent-exposed regions of the protein. These results suggest that the hydrophobic effect and ligand binding may mediate efficient enzyme function at different hydrostatic pressures and temperatures. Using predicted adaptive site maps, such mechanistic hypotheses can now be tested via mutagenesis.
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Affiliation(s)
- J R Winnikoff
- Monterey Bay Aquarium Research Institute, 7700 Sandholdt Rd., Moss Landing, CA 95039, USA
- Ecology and Evolutionary Biology, University of California at Santa Cruz, 130 McAllister Way, Santa Cruz, CA 95060, USA
| | - W R Francis
- Department of Biology, University of Southern Denmark, Campusvej 55, 5230 Odense, Denmark
| | - E V Thuesen
- The Evergreen State College, Laboratory I, Olympia, WA 98505, USA
| | - S H D Haddock
- Monterey Bay Aquarium Research Institute, 7700 Sandholdt Rd., Moss Landing, CA 95039, USA
- Ecology and Evolutionary Biology, University of California at Santa Cruz, 130 McAllister Way, Santa Cruz, CA 95060, USA
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Chen J, Liu H, Cai S, Zhang H. Comparative transcriptome analysis of Eogammarus possjeticus at different hydrostatic pressure and temperature exposures. Sci Rep 2019; 9:3456. [PMID: 30837550 PMCID: PMC6401005 DOI: 10.1038/s41598-019-39716-y] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2018] [Accepted: 01/25/2019] [Indexed: 12/19/2022] Open
Abstract
Hydrostatic pressure is an important environmental factor affecting the vertical distribution of marine organisms. Laboratory-based studies have shown that many extant shallow-water marine benthic invertebrates can tolerate hydrostatic pressure outside their known natural distributions. However, only a few studies have focused on the molecular mechanisms of pressure acclimatisation. In the present work, we examined the pressure tolerance of the shallow-water amphipod Eogammarus possjeticus at various temperatures (5, 10, 15, and 20 °C) and hydrostatic pressures (0.1–30 MPa) for 16 h. Six of these experimental groups were used for transcriptome analysis. We found that 100% of E. possjeticus survived under 20 MPa at all temperature conditions for 16 h. Sequence assembly resulted in 138, 304 unigenes. Results of differential expression analysis revealed that 94 well-annotated genes were up-regulated under high pressure. All these findings indicated that the pressure tolerance of E. possjeticus was related to temperature. Several biological processes including energy metabolism, antioxidation, immunity, lipid metabolism, membrane-related process, genetic information processing, and DNA repair are probably involved in the acclimatisation in deep-sea environments.
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Affiliation(s)
- Jiawei Chen
- Institute of Deep-sea Science and Engineering, Chinese Academy of Sciences, Sanya, 572000, China.,University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Helu Liu
- Institute of Deep-sea Science and Engineering, Chinese Academy of Sciences, Sanya, 572000, China
| | - Shanya Cai
- Institute of Deep-sea Science and Engineering, Chinese Academy of Sciences, Sanya, 572000, China.,University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Haibin Zhang
- Institute of Deep-sea Science and Engineering, Chinese Academy of Sciences, Sanya, 572000, China.
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Brown A, Hauton C, Stratmann T, Sweetman A, van Oevelen D, Jones DOB. Metabolic rates are significantly lower in abyssal Holothuroidea than in shallow-water Holothuroidea. ROYAL SOCIETY OPEN SCIENCE 2018; 5:172162. [PMID: 29892403 PMCID: PMC5990736 DOI: 10.1098/rsos.172162] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/12/2017] [Accepted: 04/23/2018] [Indexed: 06/08/2023]
Abstract
Recent analyses of metabolic rates in fishes, echinoderms, crustaceans and cephalopods have concluded that bathymetric declines in temperature- and mass-normalized metabolic rate do not result from resource-limitation (e.g. oxygen or food/chemical energy), decreasing temperature or increasing hydrostatic pressure. Instead, based on contrasting bathymetric patterns reported in the metabolic rates of visual and non-visual taxa, declining metabolic rate with depth is proposed to result from relaxation of selection for high locomotory capacity in visual predators as light diminishes. Here, we present metabolic rates of Holothuroidea, a non-visual benthic and benthopelagic echinoderm class, determined in situ at abyssal depths (greater than 4000 m depth). Mean temperature- and mass-normalized metabolic rate did not differ significantly between shallow-water (less than 200 m depth) and bathyal (200-4000 m depth) holothurians, but was significantly lower in abyssal (greater than 4000 m depth) holothurians than in shallow-water holothurians. These results support the dominance of the visual interactions hypothesis at bathyal depths, but indicate that ecological or evolutionary pressures other than biotic visual interactions contribute to bathymetric variation in holothurian metabolic rates. Multiple nonlinear regression assuming power or exponential models indicates that in situ hydrostatic pressure and/or food/chemical energy availability are responsible for variation in holothurian metabolic rates. Consequently, these results have implications for modelling deep-sea energetics and processes.
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Affiliation(s)
- Alastair Brown
- Ocean and Earth Science, University of Southampton, National Oceanography Centre Southampton, European Way, Southampton SO14 3ZH, UK
| | - Chris Hauton
- Ocean and Earth Science, University of Southampton, National Oceanography Centre Southampton, European Way, Southampton SO14 3ZH, UK
| | - Tanja Stratmann
- Department of Estuarine and Delta Systems, Royal Netherlands Institute for Sea Research (NIOZ-Yerseke), and Utrecht University, PO Box 140, 4400 AC Yerseke, The Netherlands
| | - Andrew Sweetman
- The Sir Charles Lyell Centre for Earth and Marine Science and Technology, Heriot-Watt University, Edinburgh EH14 4AS, UK
| | - Dick van Oevelen
- Department of Estuarine and Delta Systems, Royal Netherlands Institute for Sea Research (NIOZ-Yerseke), and Utrecht University, PO Box 140, 4400 AC Yerseke, The Netherlands
| | - Daniel O. B. Jones
- National Oceanography Centre, University of Southampton Waterfront Campus, European Way, Southampton SO14 3ZH, UK
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Knight K. King crabs can't cope below 1250 m. J Exp Biol 2017. [DOI: 10.1242/jeb.172056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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