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Berger CA, Steinberg DK, Tarrant AM. Nutritional condition drives spatial variation in physiology of Antarctic lipid-storing copepods. Ecol Evol 2024; 14:e70210. [PMID: 39228681 PMCID: PMC11369209 DOI: 10.1002/ece3.70210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Revised: 08/07/2024] [Accepted: 08/11/2024] [Indexed: 09/05/2024] Open
Abstract
Lipid-rich copepods form an essential link between primary producers and higher trophic levels in high-latitude oceans. These zooplankton can take advantage of ephemeral phytoplankton blooms to fuel development and reproduction. However, we have limited understanding of how the physiological condition of these animals varies in relation to environmental factors such as food availability. Due to high advection, it is likely that physiological plasticity, rather than local adaptation, is primarily responsible for physiological differences within a region. We use transcriptomics and other physiological metrics to understand how two species of copepods (Calanoides acutus and Calanus propinquus) vary across environmental gradients along the West Antarctic Peninsula. For the primarily herbivorous C. acutus, physiological separation between sampling locations appears to be driven by feeding status, and gene expression differences indicate differential expression of genes regulating lipid metabolism, reproduction, aerobic metabolism, and protein translation. For the more omnivorous C. propinquus, physiology and gene expression did not segregate as clearly by location, showed minimal signs of food deprivation at any location, and had a weaker relationship with chlorophyll compared to C. acutus. By comparing these results with concurrent starvation experiments, we find that spatial variation in gene expression reflects short-term differences in food availability (particularly for C. acutus), and we identify genes whose expression indicates recent feeding status. Further examination of the relationships between food availability, copepod physiology, and population dynamics will ultimately improve our capacity to predict how copepod populations will respond to rapidly changing environmental conditions in the West Antarctic Peninsula ecosystem.
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Affiliation(s)
- Cory A. Berger
- Biology DepartmentWoods Hole Oceanographic InstitutionWoods HoleMassachusettsUSA
- MIT/WHOI Joint Program in Oceanography/Applied Ocean Science & Engineering, Cambridge and Woods HoleCambridgeMassachusettsUSA
| | | | - Ann M. Tarrant
- Biology DepartmentWoods Hole Oceanographic InstitutionWoods HoleMassachusettsUSA
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2
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Xie G, Shao Z. SPP-5 affects larval arrest via insulin signaling pathway in Caenorhabditis elegans. J Mol Histol 2024; 55:491-502. [PMID: 38869752 DOI: 10.1007/s10735-024-10205-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Accepted: 05/18/2024] [Indexed: 06/14/2024]
Abstract
Diapause is an endocrine-mediated metabolic and growth arrest state in response to unfavorable external environments. The nematode Caenorhabditis elegans can enter diapause/arrest during embryonic, larval, or adult stages when subjected to detrimental external environments. Larval stage 1 (L1) arrest happens when animals hatch without food. Previous work has shown that the insulin pathway plays a prominent role in regulating L1 arrest. However, the downstream signal molecular mechanisms and biomarkers are still missing. In this study, we showed that SaPosin-like Protein family member SPP-5 is significantly upregulated during L1 arrest, suggesting that it could act as an L1 arrest biomarker. Using RNA interference we demonstrated that spp-5 knockdown accelerated larval development, while the overexpression resulted in L1 arrest. Consistently, SPP-5 level was significantly up-regulated in the L1 arrest daf-2(e1370) mutants, and spp-5(RNAi) suppressed the daf-2(e1370) induced L1 arrest. These results suggest that SPP-5 can serve as an L1 arrest biomarker and promote the arrest probably via the insulin signaling pathway.
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Affiliation(s)
- Guangjie Xie
- State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Institutes of Brain Science, Department of Neurosurgery, Fudan University, Shanghai, China
| | - Zhiyong Shao
- State Key Laboratory of Medical Neurobiology and MOE Frontiers Center for Brain Science, Institutes of Brain Science, Department of Neurosurgery, Fudan University, Shanghai, China.
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3
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Hartline DK, Cieslak MC, Castelfranco AM, Lieberman B, Roncalli V, Lenz PH. De novo transcriptomes of six calanoid copepods (Crustacea): a resource for the discovery of novel genes. Sci Data 2023; 10:242. [PMID: 37105953 PMCID: PMC10140051 DOI: 10.1038/s41597-023-02130-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Accepted: 04/03/2023] [Indexed: 04/29/2023] Open
Abstract
This study presents eight new high-quality de novo transcriptomes from six co-occurring species of calanoid copepods, the first published for Neocalanus plumchrus, N. cristatus, Eucalanus bungii and Metridia pacifica and additional ones for N. flemingeri and Calanus marshallae. They are ecologically-important members of sub-arctic North Pacific marine zooplankton communities. 'Omics data for this diverse and numerous taxonomic group are sparse and difficult to obtain. Total RNA from single individuals was used to construct gene libraries that were sequenced on an Illumina Next-Seq platform. Quality filtered reads were assembled with Trinity software and validated using multiple criteria. The study's primary purpose is to provide a resource for gene expression studies. The integrated database can be used for quantitative inter- and intra-species comparisons of gene expression patterns across biological processes. An example of an additional use is provided for discovering novel and evolutionarily-significant proteins within the Calanoida. A workflow was designed to find and characterize unannotated transcripts with homologies across de novo assemblies that have also been shown to be eco-responsive.
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Affiliation(s)
- Daniel K Hartline
- Pacific Biosciences Research Center, University of Hawai'i at Mānoa, 1993 East-West Rd., Honolulu, HI, 96822, USA
| | - Matthew C Cieslak
- Pacific Biosciences Research Center, University of Hawai'i at Mānoa, 1993 East-West Rd., Honolulu, HI, 96822, USA
| | - Ann M Castelfranco
- Pacific Biosciences Research Center, University of Hawai'i at Mānoa, 1993 East-West Rd., Honolulu, HI, 96822, USA
| | - Brandon Lieberman
- Pacific Biosciences Research Center, University of Hawai'i at Mānoa, 1993 East-West Rd., Honolulu, HI, 96822, USA
| | - Vittoria Roncalli
- Integrative Marine Ecology Department, Stazione Zoologica Anton Dohrn, Naples, Italy.
| | - Petra H Lenz
- Pacific Biosciences Research Center, University of Hawai'i at Mānoa, 1993 East-West Rd., Honolulu, HI, 96822, USA
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4
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Roncalli V, Niestroy J, Cieslak MC, Castelfranco AM, Hopcroft RR, Lenz PH. Physiological Acclimatization in High-Latitude Zooplankton. Mol Ecol 2022; 31:1753-1765. [PMID: 35048451 DOI: 10.1111/mec.16354] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Revised: 01/08/2022] [Accepted: 01/11/2022] [Indexed: 11/30/2022]
Abstract
How individual organisms adapt to non-optimal conditions through physiological acclimatization is central to predicting the consequences of unusual abiotic and biotic conditions such as those produced by marine heat waves. The Northeast Pacific, including the Gulf of Alaska experienced an extreme warming event (2014-2016, "The Blob") that affected all trophic levels leading to large-scale changes in the community. The marine copepod Neocalanus flemingeri is one key member of the subarctic Pacific pelagic ecosystem. During the spring phytoplankton bloom this copepod builds substantial lipid stores as it prepares for its non-feeding adult phase. A three-year comparison of gene expression profiles of copepods collected in Prince William Sound in the Gulf of Alaska between 2015 and 2017 included two high-temperature years (2015 and 2016) and one year with very low phytoplankton abundances (2016). The largest differences in gene expression were between high and low chlorophyll years, and not between warm and cool years. The observed gene expression patterns were indicative of physiological acclimatization. The predominant signal in 2016 was the down-regulation of genes involved in glycolysis and its incoming pathways, consistent with the modulation of metabolic rates in response to prolonged low food conditions. Despite the down-regulation of genes involved in metabolism, there was no evidence of suppression of protein synthesis based on gene expression or behavioral activity. Genes involved in muscle function were up-regulated, and the copepods were actively swimming and responsive to stimuli at collection. However, genes involved in fatty acid metabolism were down-regulated in 2016, suggesting reduced lipid accumulation.
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Affiliation(s)
- Vittoria Roncalli
- Pacific Biosciences Research Center, University of Hawai'i at Mānoa, 1993 East-West Rd, Honolulu, HI, 96822, USA.,Integrative Marine Ecology Department, Stazione Zoologica Anton Dohrn, Naples, Italy
| | - Jeanette Niestroy
- Pacific Biosciences Research Center, University of Hawai'i at Mānoa, 1993 East-West Rd, Honolulu, HI, 96822, USA.,Institute of Pathology, Klinikum Chemnitz gGmbH, 09111, Chemnitz, Germany
| | - Matthew C Cieslak
- Pacific Biosciences Research Center, University of Hawai'i at Mānoa, 1993 East-West Rd, Honolulu, HI, 96822, USA
| | - Ann M Castelfranco
- Pacific Biosciences Research Center, University of Hawai'i at Mānoa, 1993 East-West Rd, Honolulu, HI, 96822, USA
| | - Russell R Hopcroft
- Institute of Marine Science, University of Alaska, Fairbanks, 120 O'Neill, Fairbanks, AK, 99775-7220, USA
| | - Petra H Lenz
- Pacific Biosciences Research Center, University of Hawai'i at Mānoa, 1993 East-West Rd, Honolulu, HI, 96822, USA
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5
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Lenz PH, Roncalli V, Cieslak MC, Tarrant AM, Castelfranco AM, Hartline DK. Diapause vs. reproductive programs: transcriptional phenotypes in a keystone copepod. Commun Biol 2021; 4:426. [PMID: 33782539 PMCID: PMC8007741 DOI: 10.1038/s42003-021-01946-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Accepted: 03/01/2021] [Indexed: 02/01/2023] Open
Abstract
Many arthropods undergo a seasonal dormancy termed "diapause" to optimize timing of reproduction in highly seasonal environments. In the North Atlantic, the copepod Calanus finmarchicus completes one to three generations annually with some individuals maturing into adults, while others interrupt their development to enter diapause. It is unknown which, why and when individuals enter the diapause program. Transcriptomic data from copepods on known programs were analyzed using dimensionality reduction of gene expression and functional analyses to identify program-specific genes and biological processes. These analyses elucidated physiological differences and established protocols that distinguish between programs. Differences in gene expression were associated with maturation of individuals on the reproductive program, while those on the diapause program showed little change over time. Only two of six filters effectively separated copepods by developmental program. The first one included all genes annotated to RNA metabolism and this was confirmed using differential gene expression analysis. The second filter identified 54 differentially expressed genes that were consistently up-regulated in individuals on the diapause program in comparison with those on the reproductive program. Annotated to oogenesis, RNA metabolism and fatty acid biosynthesis, these genes are both indicators for diapause preparation and good candidates for functional studies.
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Affiliation(s)
- Petra H. Lenz
- grid.410445.00000 0001 2188 0957Pacific Biosciences Research Center, University of Hawaiʻi at Mānoa, Honolulu, HI USA
| | - Vittoria Roncalli
- grid.410445.00000 0001 2188 0957Pacific Biosciences Research Center, University of Hawaiʻi at Mānoa, Honolulu, HI USA ,grid.6401.30000 0004 1758 0806Stazione Zoologica Anton Dohrn, Napoli, Italy
| | - Matthew C. Cieslak
- grid.410445.00000 0001 2188 0957Pacific Biosciences Research Center, University of Hawaiʻi at Mānoa, Honolulu, HI USA
| | - Ann M. Tarrant
- grid.56466.370000 0004 0504 7510Woods Hole Oceanographic Institution, Woods Hole, MA USA
| | - Ann M. Castelfranco
- grid.410445.00000 0001 2188 0957Pacific Biosciences Research Center, University of Hawaiʻi at Mānoa, Honolulu, HI USA
| | - Daniel K. Hartline
- grid.410445.00000 0001 2188 0957Pacific Biosciences Research Center, University of Hawaiʻi at Mānoa, Honolulu, HI USA
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Semmouri I, De Schamphelaere KAC, Van Nieuwerburgh F, Deforce D, Janssen CR, Asselman J. Spatio-temporal patterns in the gene expression of the calanoid copepod Temora longicornis in the Belgian part of the North Sea. MARINE ENVIRONMENTAL RESEARCH 2020; 160:105037. [PMID: 32907738 DOI: 10.1016/j.marenvres.2020.105037] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/25/2020] [Revised: 05/26/2020] [Accepted: 06/01/2020] [Indexed: 06/11/2023]
Abstract
Marine zooplankton are increasingly being affected by recent environmental changes, such as climate change, and respond with profound spatial relocations and shifts in phenology and physiology. In order to predict whether populations are able to persist or adapt to such new conditions, it is essential to understand the molecular basis of such adaptations, which ultimately get translated into these physiological responses. To explore variation in population gene expression across time and space, we investigated transcriptome-level profiles of the calanoid copepod Temora longicornis, that were collected at four different locations in the Belgian Part of the North Sea (BPNS) on three different time points (April, June, October) in 2018. RNA-seq analysis of field collected adults identified large seasonal differences in gene expression, mainly between spring-summer and autumn samples. The largest log-fold changes occurred in a set of genes encoding for ribosomal and myosin (heavy chain) transcripts. Enrichment analysis revealed a strong seasonal pattern in vitellogenin, cuticle and glycolytic gene expression as well. We also found a positive correlation between vitellogenin expression and densities of T. longicornis. No clear spatial variation in expression patterns was found in the BPNS. This study underlines the potential of field gene expression studies for biomonitoring purposes and the significance of considering seasonal variation in future studies.
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Affiliation(s)
- Ilias Semmouri
- Ghent University, Laboratory of Environmental Toxicology and Aquatic Ecology, Faculty of Bioscience Engineering, 9000, Ghent, Belgium.
| | - Karel A C De Schamphelaere
- Ghent University, Laboratory of Environmental Toxicology and Aquatic Ecology, Faculty of Bioscience Engineering, 9000, Ghent, Belgium
| | - Filip Van Nieuwerburgh
- Ghent University, Laboratory of Pharmaceutical Biotechnology, Faculty of Pharmaceutical Sciences, 9000, Ghent, Belgium
| | - Dieter Deforce
- Ghent University, Laboratory of Pharmaceutical Biotechnology, Faculty of Pharmaceutical Sciences, 9000, Ghent, Belgium
| | - Colin R Janssen
- Ghent University, Laboratory of Environmental Toxicology and Aquatic Ecology, Faculty of Bioscience Engineering, 9000, Ghent, Belgium; Blue Growth Research Lab, Ghent University, Bluebridge, Wetenschapspark 1, 8400, Ostend, Belgium
| | - Jana Asselman
- Ghent University, Laboratory of Environmental Toxicology and Aquatic Ecology, Faculty of Bioscience Engineering, 9000, Ghent, Belgium; Blue Growth Research Lab, Ghent University, Bluebridge, Wetenschapspark 1, 8400, Ostend, Belgium
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Cieslak MC, Castelfranco AM, Roncalli V, Lenz PH, Hartline DK. t-Distributed Stochastic Neighbor Embedding (t-SNE): A tool for eco-physiological transcriptomic analysis. Mar Genomics 2020; 51:100723. [DOI: 10.1016/j.margen.2019.100723] [Citation(s) in RCA: 56] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2019] [Revised: 10/20/2019] [Accepted: 11/01/2019] [Indexed: 01/19/2023]
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