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Bailey SA, Brydges T, Casas-Monroy O, Kydd J, Linley RD, Rozon RM, Darling JA. First evaluation of ballast water management systems on operational ships for minimizing introductions of nonindigenous zooplankton. Mar Pollut Bull 2022; 182:113947. [PMID: 35926436 PMCID: PMC10949186 DOI: 10.1016/j.marpolbul.2022.113947] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Revised: 07/05/2022] [Accepted: 07/09/2022] [Indexed: 06/15/2023]
Abstract
Ballast water is a leading pathway for the global introduction of aquatic nonindigenous species. Most international ships are expected to install ballast water management systems (BWMS) by 2024 to treat ballast water before release. This study examines if ballast water discharges managed by BWMS are meeting standards for organisms ≥50 μm in minimum dimension (i.e., <10 organisms per m3; typically zooplankton). Representative samples of ballast water were collected from 29 ships (using 14 different BWMS) arriving to Canada during 2017-2018. Fourteen samples (48 %) had zooplankton concentrations clearly exceeding the standard (ranging from 18 to 3822 organisms per m3). Nonetheless, compared to earlier management strategies, BWMS appear to reduce the frequency of high-risk introduction events. BWMS filter mesh size was an important predictor of zooplankton concentration following treatment. Greater rates of compliance may be achieved as ship crews gain experience with operation and maintenance of BWMS.
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Affiliation(s)
- Sarah A Bailey
- Great Lakes Laboratory for Fisheries and Aquatic Sciences, Fisheries and Oceans Canada, 867 Lakeshore Road, Burlington, ON L7S 1A1, Canada.
| | - Torben Brydges
- Great Lakes Laboratory for Fisheries and Aquatic Sciences, Fisheries and Oceans Canada, 867 Lakeshore Road, Burlington, ON L7S 1A1, Canada
| | - Oscar Casas-Monroy
- Great Lakes Laboratory for Fisheries and Aquatic Sciences, Fisheries and Oceans Canada, 867 Lakeshore Road, Burlington, ON L7S 1A1, Canada
| | - Jocelyn Kydd
- Great Lakes Laboratory for Fisheries and Aquatic Sciences, Fisheries and Oceans Canada, 867 Lakeshore Road, Burlington, ON L7S 1A1, Canada
| | - R Dallas Linley
- Great Lakes Laboratory for Fisheries and Aquatic Sciences, Fisheries and Oceans Canada, 867 Lakeshore Road, Burlington, ON L7S 1A1, Canada
| | - Robin M Rozon
- Great Lakes Laboratory for Fisheries and Aquatic Sciences, Fisheries and Oceans Canada, 867 Lakeshore Road, Burlington, ON L7S 1A1, Canada
| | - John A Darling
- Center for Environmental Measurement & Modeling, United States Environmental Protection Agency, Research Triangle Park, NC, USA
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2
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Pilgrim EM, Smucker NJ, Wu H, Martinson J, Nietch CT, Molina M, Darling JA, Johnson BR. Developing Indicators of Nutrient Pollution in Streams Using 16S rRNA Gene Metabarcoding of Periphyton-Associated Bacteria. Water (Basel) 2022; 14:1-24. [PMID: 36213613 PMCID: PMC9534034 DOI: 10.3390/w14152361] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
Indicators based on nutrient-biota relationships in streams can inform water quality restoration and protection programs. Bacterial assemblages could be particularly useful indicators of nutrient effects because they are species-rich, important contributors to ecosystem processes in streams, and responsive to rapidly changing conditions. Here, we sampled 25 streams weekly (12-14 times each) and used 16S rRNA gene metabarcoding of periphyton-associated bacteria to quantify the effects of total phosphorus (TP) and total nitrogen (TN). Threshold indicator taxa analysis identified assemblage-level changes and amplicon sequence variants (ASVs) that increased or decreased with increasing TP and TN concentrations (i.e., low P, high P, low N, and high N ASVs). Boosted regression trees confirmed that relative abundances of gene sequence reads for these four indicator groups were associated with nutrient concentrations. Gradient forest analysis complemented these results by using multiple predictors and random forest models for each ASV to identify portions of TP and TN gradients at which the greatest changes in assemblage structure occurred. Synthesized statistical results showed bacterial assemblage structure began changing at 24 μg TP/L with the greatest changes occurring from 110 to 195 μg/L. Changes in the bacterial assemblages associated with TN gradually occurred from 275 to 855 μg/L. Taxonomic and phylogenetic analyses showed that low nutrient ASVs were commonly Firmicutes, Verrucomicrobiota, Flavobacteriales, and Caulobacterales, Pseudomonadales, and Rhodobacterales of Proteobacteria, whereas other groups, such as Chitinophagales of Bacteroidota, and Burkholderiales, Rhizobiales, Sphingomonadales, and Steroidobacterales of Proteobacteria comprised the high nutrient ASVs. Overall, the responses of bacterial ASV indicators in this study highlight the utility of metabarcoding periphyton-associated bacteria for quantifying biotic responses to nutrient inputs in streams.
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Affiliation(s)
- Erik M. Pilgrim
- United States Environmental Protection Agency, Office of Research and Development, Cincinnati, OH 45268, USA
| | - Nathan J. Smucker
- United States Environmental Protection Agency, Office of Research and Development, Cincinnati, OH 45268, USA
| | - Huiyun Wu
- School of Public Health & Tropical Medicine, Tulane University, New Orleans, LA 70112, USA
| | - John Martinson
- United States Environmental Protection Agency, Office of Research and Development, Cincinnati, OH 45268, USA
| | - Christopher T. Nietch
- United States Environmental Protection Agency, Office of Research and Development, Cincinnati, OH 45268, USA
| | - Marirosa Molina
- United States Environmental Protection Agency, Office of Research and Development, Research Triangle Park, NC 27711, USA
| | - John A. Darling
- United States Environmental Protection Agency, Office of Research and Development, Research Triangle Park, NC 27711, USA
| | - Brent R. Johnson
- United States Environmental Protection Agency, Office of Research and Development, Cincinnati, OH 45268, USA
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3
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Smucker NJ, Pilgrim EM, Wu H, Nietch CT, Darling JA, Molina M, Johnson BR, Yuan LL. Characterizing temporal variability in streams supports nutrient indicator development using diatom and bacterial DNA metabarcoding. Sci Total Environ 2022; 831:154960. [PMID: 35378187 PMCID: PMC9169572 DOI: 10.1016/j.scitotenv.2022.154960] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Revised: 03/25/2022] [Accepted: 03/28/2022] [Indexed: 05/26/2023]
Abstract
Interest in developing periphytic diatom and bacterial indicators of nutrient effects continues to grow in support of the assessment and management of stream ecosystems and their watersheds. However, temporal variability could confound relationships between indicators and nutrients, subsequently affecting assessment outcomes. To document how temporal variability affects measures of diatom and bacterial assemblages obtained from DNA metabarcoding, we conducted weekly periphyton and nutrient sampling from July to October 2016 in 25 streams in a 1293 km2 mixed land use watershed. Measures of both diatom and bacterial assemblages were strongly associated with the percent agriculture in upstream watersheds and total phosphorus (TP) and total nitrogen (TN) concentrations. Temporal variability in TP and TN concentrations increased with greater amounts of agriculture in watersheds, but overall diatom and bacterial assemblage variability within sites-measured as mean distance among samples to corresponding site centroids in ordination space-remained consistent. This consistency was due in part to offsets between decreasing variability in relative abundances of taxa typical of low nutrient conditions and increasing variability in those typical of high nutrient conditions as mean concentrations of TP and TN increased within sites. Weekly low and high nutrient diatom and bacterial metrics were more strongly correlated with site mean nutrient concentrations over the sampling period than with same day measurements and more strongly correlated with TP than with TN. Correlations with TP concentrations were consistently strong throughout the study except briefly following two major precipitation events. Following these events, biotic relationships with TP reestablished within one to three weeks. Collectively, these results can strengthen interpretations of survey results and inform monitoring strategies and decision making. These findings have direct applications for improving the use of diatoms and bacteria, and the use of DNA metabarcoding, in monitoring programs and stream site assessments.
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Affiliation(s)
- Nathan J Smucker
- United States Environmental Protection Agency, Office of Research and Development, Cincinnati, OH 45268, USA.
| | - Erik M Pilgrim
- United States Environmental Protection Agency, Office of Research and Development, Cincinnati, OH 45268, USA
| | - Huiyun Wu
- Oak Ridge Institute for Science and Education, P.O. Box 117, Oak Ridge, Tennessee 37831 USA c/o United States Environmental Protection Agency, Office of Research and Development, Research Triangle Park, NC 27711, USA
| | - Christopher T Nietch
- United States Environmental Protection Agency, Office of Research and Development, Cincinnati, OH 45268, USA
| | - John A Darling
- United States Environmental Protection Agency, Office of Research and Development, Research Triangle Park, NC 27711, USA
| | - Marirosa Molina
- United States Environmental Protection Agency, Office of Research and Development, Research Triangle Park, NC 27711, USA
| | - Brent R Johnson
- United States Environmental Protection Agency, Office of Research and Development, Cincinnati, OH 45268, USA
| | - Lester L Yuan
- United States Environmental Protection Agency, Office of Water, Washington, DC 20460, USA
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4
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Pagenkopp Lohan KM, Darling JA, Ruiz GM. International shipping as a potent vector for spreading marine parasites. DIVERS DISTRIB 2022; 28:1922-1933. [PMID: 38269301 PMCID: PMC10807284 DOI: 10.1111/ddi.13592] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Accepted: 06/10/2022] [Indexed: 12/21/2022] Open
Abstract
Aim The global shipping fleet, the primary means of transporting goods among countries, also serves as a major dispersal mechanism for marine invasive species. To date, researchers have primarily focussed on the role of ships in transferring marine macrofauna, often overlooking transfers of associated parasites, which can have larger impacts on naïve host individuals and populations. Here, we re-examine three previously published metabarcode datasets targeting zooplankton and protists in ships' ballast water to assess the diversity of parasites across life stages arriving to three major US ports. Location Port of Hampton Roads in the Chesapeake Bay, Virginia; Ports of Texas City, Houston and Bayport in Galveston Bay, Texas; and Port of Valdez in Prince William Sound, Alaska. Methods We selected all known parasitic taxa, using sequences generated from the small subunit gene (SSU) from ribosomal RNA (rRNA) amplified from (1) zooplankton collected from plankton tows (35 and 80 μm datasets) and (2) eukaryotes collected from samples of ships' ballast water (3 μm dataset). Results In all three datasets, we found a broad range of parasitic taxa, including many protistan and metazoan parasites, that infect a wide range of hosts, from teleost fish to dinoflagellates. Parasite richness was highest in the 3 μm dataset and relatively uniform across arrival regions. Several parasite taxa were found in high relative abundance (based on number of sequences recovered) either in ships entering a single or across multiple regions. Main Conclusions The ubiquity, diversity and relative abundance of parasites detected demonstrate ships are a potent vector for spreading marine parasites across the world's oceans, potentially contributing to reported increases in outbreaks of marine diseases. Future research is urgently needed to evaluate the fate of parasites upon arrival and the efficacy of ballast water treatment systems to reduce future transfers and colonization.
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Affiliation(s)
| | - John A. Darling
- Center for Environmental Measurement and Modeling, United States Environmental Protection Agency, Durham, North Carolina, USA
| | - Gregory M. Ruiz
- Marine Invasions Research Laboratory, Smithsonian Environmental Research Center, Edgewater, Maryland, USA
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5
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Coffer MM, Schaeffer BA, Salls WB, Urquhart E, Loftin KA, Stumpf RP, Werdell PJ, Darling JA. Satellite remote sensing to assess cyanobacterial bloom frequency across the United States at multiple spatial scales. Ecol Indic 2021; 128:1-107822. [PMID: 35558093 PMCID: PMC9088058 DOI: 10.1016/j.ecolind.2021.107822] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/17/2023]
Abstract
Cyanobacterial blooms can have negative effects on human health and local ecosystems. Field monitoring of cyanobacterial blooms can be costly, but satellite remote sensing has shown utility for more efficient spatial and temporal monitoring across the United States. Here, satellite imagery was used to assess the annual frequency of surface cyanobacterial blooms, defined for each satellite pixel as the percentage of images for that pixel throughout the year exhibiting detectable cyanobacteria. Cyanobacterial frequency was assessed across 2,196 large lakes in 46 states across the continental United States (CONUS) using imagery from the European Space Agency's Ocean and Land Colour Instrument for the years 2017 through 2019. In 2019, across all satellite pixels considered, annual bloom frequency had a median value of 4% and a maximum value of 100%, the latter indicating that for those satellite pixels, a cyanobacterial bloom was detected by the satellite sensor for every satellite image considered. In addition to annual pixel-scale cyanobacterial frequency, results were summarized at the lake- and state-scales by averaging annual pixel-scale results across each lake and state. For 2019, average annual lake-scale frequencies also had a maximum value of 100%, and Oregon and Ohio had the highest average annual state-scale frequencies at 65% and 52%. Pixel-scale frequency results can assist in identifying portions of a lake that are more prone to cyanobacterial blooms, while lake- and state-scale frequency results can assist in the prioritization of sampling resources and mitigation efforts. Satellite imagery is limited by the presence of snow and ice, as imagery collected in these conditions are quality flagged and discarded. Thus, annual bloom frequencies within nine climate regions were investigated to determine whether missing data biased results in climate regions more prone to snow and ice, given that their annual summaries would be weighted toward the summer months when cyanobacterial blooms tend to occur. Results were unbiased by the time period selected in most climate regions, but a large bias was observed for the Northwest Rockies and Plains climate region. Moderate biases were observed for the Ohio Valley and the Southeast climate regions. Finally, a clustering analysis was used to identify areas of high and low cyanobacterial frequency across CONUS based on average annual lake-scale cyanobacterial frequencies for 2019. Several clusters were identified that transcended state, watershed, and eco-regional boundaries. Combined with additional data, results from the clustering analysis may offer insight regarding large-scale drivers of cyanobacterial blooms.
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Affiliation(s)
- Megan M Coffer
- ORISE Fellow, U.S. EPA, Office of Research and Development, Durham, NC, USA
- Center for Geospatial Analytics, North Carolina State University, Raleigh, NC, USA
| | | | - Wilson B Salls
- U.S. EPA, Office of Research and Development, Durham, NC, USA
| | - Erin Urquhart
- Science Systems and Applications, Inc., Ocean Ecology Laboratory, NASA Goddard Space Flight Center, Greenbelt, MD, USA
| | - Keith A Loftin
- U.S. Geological Survey, Kansas Water Science Center, Lawrence, KS, USA
| | - Richard P Stumpf
- National Oceanic and Atmospheric Administration, National Centers for Coastal Ocean Science, Silver Spring, MD, USA
| | - P Jeremy Werdell
- Ocean Ecology Laboratory, NASA Goddard Space Flight Center, Greenbelt, MD, USA
| | - John A Darling
- U.S. EPA, Office of Research and Development, Durham, NC, USA
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6
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Coffer MM, Schaeffer BA, Foreman K, Porteous A, Loftin KA, Stumpf RP, Werdell PJ, Urquhart E, Albert RJ, Darling JA. Assessing cyanobacterial frequency and abundance at surface waters near drinking water intakes across the United States. Water Res 2021; 201:117377. [PMID: 34218089 PMCID: PMC8908444 DOI: 10.1016/j.watres.2021.117377] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Revised: 06/16/2021] [Accepted: 06/17/2021] [Indexed: 05/05/2023]
Abstract
This study presents the first large-scale assessment of cyanobacterial frequency and abundance of surface water near drinking water intakes across the United States. Public water systems serve drinking water to nearly 90% of the United States population. Cyanobacteria and their toxins may degrade the quality of finished drinking water and can lead to negative health consequences. Satellite imagery can serve as a cost-effective and consistent monitoring technique for surface cyanobacterial blooms in source waters and can provide drinking water treatment operators information for managing their systems. This study uses satellite imagery from the European Space Agency's Ocean and Land Colour Instrument (OLCI) spanning June 2016 through April 2020. At 300-m spatial resolution, OLCI imagery can be used to monitor cyanobacteria in 685 drinking water sources across 285 lakes in 44 states, referred to here as resolvable drinking water sources. First, a subset of satellite data was compared to a subset of responses (n = 84) submitted as part of the U.S. Environmental Protection Agency's fourth Unregulated Contaminant Monitoring Rule (UCMR 4). These UCMR 4 qualitative responses included visual observations of algal bloom presence and absence near drinking water intakes from March 2018 through November 2019. Overall agreement between satellite imagery and UCMR 4 qualitative responses was 94% with a Kappa coefficient of 0.70. Next, temporal frequency of cyanobacterial blooms at all resolvable drinking water sources was assessed. In 2019, bloom frequency averaged 2% and peaked at 100%, where 100% indicated a bloom was always present at the source waters when satellite imagery was available. Monthly cyanobacterial abundances were used to assess short-term trends across all resolvable drinking water sources and effect size was computed to provide insight on the number of years of data that must be obtained to increase confidence in an observed change. Generally, 2016 through 2020 was an insufficient time period for confidently observing changes at these source waters; on average, a decade of satellite imagery would be required for observed environmental trends to outweigh variability in the data. However, five source waters did demonstrate a sustained short-term trend, with one increasing in cyanobacterial abundance from June 2016 to April 2020 and four decreasing.
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Affiliation(s)
- Megan M Coffer
- ORISE Fellow, U.S. Environmental Protection Agency, Office of Research and Development, Durham, NC, USA; Center for Geospatial Analytics, North Carolina State University, Raleigh, NC, USA.
| | - Blake A Schaeffer
- U.S. Environmental Protection Agency, Office of Research and Development, Durham, NC, USA
| | - Katherine Foreman
- U.S. Environmental Protection Agency, Office of Water, Washington, DC, USA
| | - Alex Porteous
- U.S. Environmental Protection Agency, Office of Water, Washington, DC, USA
| | - Keith A Loftin
- U.S. Geological Survey, Kansas Water Science Center, Lawrence, KS, USA
| | - Richard P Stumpf
- National Oceanic and Atmospheric Administration, National Centers for Coastal Ocean Science, Silver Spring, MD, USA
| | - P Jeremy Werdell
- Ocean Ecology Laboratory, NASA Goddard Space Flight Center, Greenbelt, MD, USA
| | - Erin Urquhart
- Science Systems and Applications, Inc., Ocean Ecology Laboratory, NASA Goddard Space Flight Center, Greenbelt, MD, USA
| | - Ryan J Albert
- U.S. Environmental Protection Agency, Office of Water, Washington, DC, USA
| | - John A Darling
- U.S. Environmental Protection Agency, Office of Research and Development, Durham, NC, USA
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7
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Tobias ZJC, Fowler AE, Blakeslee AMH, Darling JA, Torchin ME, Miller AW, Ruiz GM, Tepolt CK. Invasion history shapes host transcriptomic response to a body-snatching parasite. Mol Ecol 2021; 30:4321-4337. [PMID: 34162013 PMCID: PMC10128110 DOI: 10.1111/mec.16038] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Revised: 05/27/2021] [Accepted: 06/11/2021] [Indexed: 01/04/2023]
Abstract
By shuffling biogeographical distributions, biological invasions can both disrupt long-standing associations between hosts and parasites and establish new ones. This creates natural experiments with which to study the ecology and evolution of host-parasite interactions. In estuaries of the Gulf of Mexico, the white-fingered mud crab (Rhithropanopeus harrisii) is infected by a native parasitic barnacle, Loxothylacus panopaei (Rhizocephala), which manipulates host physiology and behaviour. In the 1960s, L. panopaei was introduced to the Chesapeake Bay and has since expanded along the southeastern Atlantic coast, while host populations in the northeast have so far been spared. We use this system to test the host's transcriptomic response to parasitic infection and investigate how this response varies with the parasite's invasion history, comparing populations representing (i) long-term sympatry between host and parasite, (ii) new associations where the parasite has invaded during the last 60 years and (iii) naïve hosts without prior exposure. A comparison of parasitized and control crabs revealed a core response, with widespread downregulation of transcripts involved in immunity and moulting. The transcriptional response differed between hosts from the parasite's native range and where it is absent, consistent with previous observations of increased susceptibility in populations lacking exposure to the parasite. Crabs from the parasite's introduced range, where prevalence is highest, displayed the most dissimilar response, possibly reflecting immune priming. These results provide molecular evidence for parasitic manipulation of host phenotype and the role of gene regulation in mediating host-parasite interactions.
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Affiliation(s)
- Zachary J C Tobias
- MIT-WHOI Joint Program in Oceanography/Applied Ocean Science and Engineering, Cambridge and Woods Hole, MA, USA.,Department of Biology, Woods Hole Oceanographic Institution, Woods Hole, MA, USA.,Department of Earth, Atmospheric and Planetary Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Amy E Fowler
- Department of Environmental Science and Policy, George Mason University, Fairfax, VA, USA
| | | | - John A Darling
- National Exposure Research Laboratory, US Environmental Protection Agency, Research Triangle Park, NC, USA
| | - Mark E Torchin
- Smithsonian Tropical Research Institute, Balboa, Ancon, Republic of Panama
| | | | - Gregory M Ruiz
- Smithsonian Environmental Research Center, Edgewater, MD, USA
| | - Carolyn K Tepolt
- Department of Biology, Woods Hole Oceanographic Institution, Woods Hole, MA, USA.,Smithsonian Environmental Research Center, Edgewater, MD, USA
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8
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Darling JA, Martinson J, Pagenkopp Lohan KM, Carney KJ, Pilgrim E, Banerji A, Holzer KK, Ruiz GM. Metabarcoding quantifies differences in accumulation of ballast water borne biodiversity among three port systems in the United States. Sci Total Environ 2020; 749:141456. [PMID: 32846346 PMCID: PMC8190815 DOI: 10.1016/j.scitotenv.2020.141456] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Revised: 07/31/2020] [Accepted: 08/01/2020] [Indexed: 04/14/2023]
Abstract
Characterizing biodiversity conveyed in ships' ballast water (BW), a global driver of biological invasions, is critically important for understanding risks posed by this key vector and establishing baselines to evaluate changes associated with BW management. Here we employ high throughput sequence (HTS) metabarcoding of the 18S small subunit rRNA to test for and quantify differences in the accumulation of BW-borne biodiversity among three distinct recipient port systems in the United States. These systems were located on three different coasts (Pacific, Gulf, and Atlantic) and chosen to reflect distinct trade patterns and source port biogeography. Extensive sampling of BW tanks (n = 116) allowed detailed exploration of molecular diversity accumulation. Our results indicate that saturation of introduced zooplankton diversity may be achieved quickly, with fewer than 25 tanks needed to achieve 95% of the total extrapolated diversity, if source biogeography is relatively limited. However, as predicted, port systems with much broader source geographies require more extensive sampling to estimate diversity, which continues to accumulate after sampling >100 discharges. The ability to identify BW sources using molecular indicators was also found to depend on the breadth of source biogeography and the extent to which sources had been sampled. These findings have implications both for the effort required to fully understand introduced diversity and for projecting risks associated with future changes to maritime traffic that may increase source biogeography for many recipient ports. Our data also suggest that molecular diversity may not decline significantly with BW age, indicating either that some organisms survive longer than recognized in previous studies or that nucleic acids from dead organisms persist in BW tanks. We present evidence for detection of potentially invasive species in arriving BW but discuss important caveats that preclude strong inferences regarding the presence of living representatives of these species in BW tanks.
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Affiliation(s)
- John A Darling
- United States Environmental Protection Agency, Center for Environmental Measurement & Modeling, USA.
| | - John Martinson
- United States Environmental Protection Agency, Center for Environmental Measurement & Modeling, USA
| | | | | | - Erik Pilgrim
- United States Environmental Protection Agency, Center for Environmental Measurement & Modeling, USA
| | - Aabir Banerji
- United States Environmental Protection Agency, Center for Computational Toxicology & Exposure, USA
| | | | - Gregory M Ruiz
- Smithsonian Environmental Research Center, Edgewater, MD 21037, USA
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9
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Smucker NJ, Pilgrim EM, Nietch CT, Darling JA, Johnson BR. DNA metabarcoding effectively quantifies diatom responses to nutrients in streams. Ecol Appl 2020; 30:e02205. [PMID: 32602216 PMCID: PMC7731896 DOI: 10.1002/eap.2205] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/03/2019] [Revised: 04/02/2020] [Accepted: 05/04/2020] [Indexed: 05/18/2023]
Abstract
Nutrient pollution from human activities remains a common problem facing stream ecosystems. Identifying ecological responses to phosphorus and nitrogen can inform decisions affecting the protection and management of streams and their watersheds. Diatoms are particularly useful because they are a highly diverse group of unicellular algae found in nearly all aquatic environments and are sensitive responders to increased nutrient concentrations. Here, we used DNA metabarcoding of stream diatoms as an approach to quantifying effects of total phosphorus (TP) and total nitrogen (TN). Threshold indicator taxa analysis (TITAN) identified operational taxonomic units (OTUs) that increased or decreased along TP and TN gradients along with nutrient concentrations at which assemblages had substantial changes in the occurrences and relative abundances of OTUs. Boosted regression trees showed that relative abundances of gene sequence reads for OTUs identified by TITAN as low P, high P, low N, or high N diatoms had strong relationships with nutrient concentrations, which provided support for potentially using these groups of diatoms as metrics in monitoring programs. Gradient forest analysis provided complementary information by characterizing multi-taxa assemblage change using multiple predictors and results from random forest models for each OTU. Collectively, these analyses showed that notable changes in diatom assemblage structure and OTUs began around 20 µg TP/L, low P diatoms decreased substantially and community change points occurred from 75 to 150 µg/L, and high P diatoms became increasingly dominant from 150 to 300 µg/L. Diatoms also responded to TN with large decreases in low N diatoms occurring from 280 to 525 µg TN/L and a transition to dominance by high N diatoms from 525-850 µg/L. These diatom responses to TP and TN could be used to inform protection efforts (i.e., anti-degradation) and management goals (i.e., nutrient reduction) in streams and watersheds. Our results add to the growing support for using diatom metabarcoding in monitoring programs.
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Affiliation(s)
- Nathan J. Smucker
- Office of Research and DevelopmentUnited States Environmental Protection AgencyCincinnatiOhio45268USA
| | - Erik M. Pilgrim
- Office of Research and DevelopmentUnited States Environmental Protection AgencyCincinnatiOhio45268USA
| | - Christopher T. Nietch
- Office of Research and DevelopmentUnited States Environmental Protection AgencyCincinnatiOhio45268USA
| | - John A. Darling
- Office of Research and DevelopmentUnited States Environmental Protection AgencyResearch Triangle ParkNorth Carolina27711USA
| | - Brent R. Johnson
- Office of Research and DevelopmentUnited States Environmental Protection AgencyCincinnatiOhio45268USA
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10
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Abstract
Misunderstandings regarding the term "false positive" present a significant hurdle to broad adoption of eDNA monitoring methods. Here, we identify three challenges to clear communication of false-positive error between scientists, managers, and the public. The first arises from a failure to distinguish between false-positive eDNA detection at the sample level and false-positive inference of taxa presence at the site level. The second is based on the large proportion of false positives that may occur when true-positive detections are likely to be rare, even when rates of contamination or other error are low. And the third misunderstanding occurs when conventional species detection approaches, often based on direct capture, are used to confirm eDNA approaches without acknowledging or quantifying the conventional approach's detection probability. The solutions to these issues include careful and consistent communication of error definitions, managing expectations of error rates, and providing a balanced discussion not only of alternative sources of species DNA, but also of the detection limitations of conventional methods. We argue that the benefit of addressing these misunderstandings will be increased confidence in the utility of eDNA methods and, ultimately, improved resource management using eDNA approaches. The term false positive is often misused in eDNA research and natural resource management. There are issues of scale of inference, the base rate fallacy, and confirmation errors using conventional methods of detection. We offer a perspective to guide discussions of errors in species detection.
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Affiliation(s)
- John A. Darling
- Center for Environmental Measurement & Modeling, United States Environmental Protection Agency, Research Triangle Park, NC, USA
| | | | - Adam J. Sepulveda
- Northern Rocky Mountain Science Center, U.S. Geological Survey, Bozeman, MT, USA
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11
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Tepolt CK, Blakeslee AMH, Fowler AE, Darling JA, Torchin ME, Miller AW, Ruiz GM. Strong genetic structure in a widespread estuarine crab: A test of potential versus realized dispersal. J Biogeogr 2020; 47:2532-2542. [PMID: 38269398 PMCID: PMC10807247 DOI: 10.1111/jbi.13919] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/16/2019] [Accepted: 05/03/2020] [Indexed: 01/26/2024]
Abstract
Aim Genetic structure has proven difficult to predict for marine and estuarine species with multi-day pelagic larval durations, since many disperse far less than expected based on passive transport models. In such cases, the gap between potential and realized dispersal may result from larval behaviours that evolved to facilitate retention and settlement in favourable environments. Behaviour is predicted to play a particularly key role in structuring truly estuarine species, which often moderate their behaviour to remain within their natal estuaries. In such systems, this restricted dispersal may lead to high divergence, local adaptation and eventual speciation across their range. Here, we test whether a geographically widespread estuarine crab, known to have behaviour promoting larval retention, exhibits high population structure despite a 2- to 4-week larval duration. Location Atlantic and Gulf Coasts of North America. Taxon White-fingered mud crab, Rhithropanopeus harrisii. Methods Population genomic analyses across nine estuaries from New Hampshire to Louisiana using 12,638 transcriptome-derived SNPs. Results We found highly differentiated genetic signatures among all nine estuaries, separated by 200-5,000 km of coastline. Estimates of gene flow suggest that migration is low and largely symmetrical between sites. We also observed deep phylogenetic divides corresponding to major biogeographical breaks. Main conclusions These results indicate substantial and longstanding constraints to dispersal in the species' native range, likely arising from the emergence of geological and oceanographic barriers and sustained by behaviour that promotes estuarine retention during larval development. This work supports the idea that larval behaviour promoting estuarine retention can be reflected in substantial genetic structure even in species with multi-week pelagic larval durations. Such behaviour-restricted dispersal has implications for predicting adaptation and spread in estuarine species, many of which have been introduced outside their native ranges.
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Affiliation(s)
- Carolyn K. Tepolt
- Smithsonian Environmental Research Center, Edgewater, MD, USA
- Woods Hole Oceanographic Institution, Department of Biology, Woods Hole, MA
| | | | - Amy E. Fowler
- Environmental Science and Policy Department, George Mason University, Fairfax, VA, USA
| | - John A. Darling
- Center for Environmental Measurement and Modeling, US Environmental Protection Agency, Research Triangle Park, NC, USA
| | - Mark E. Torchin
- Smithsonian Tropical Research Institute, Panama City, Republic of Panama
| | | | - Gregory M. Ruiz
- Smithsonian Environmental Research Center, Edgewater, MD, USA
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12
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Darling JA, Pochon X, Abbott CL, Inglis GJ, Zaiko A. The risks of using molecular biodiversity data for incidental detection of species of concern. DIVERS DISTRIB 2020; 26:1116-1121. [PMID: 34121910 PMCID: PMC8193820 DOI: 10.1111/ddi.13108] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Incidental detection of species of concern (e.g., invasive species, pathogens, threatened and endangered species) during biodiversity assessments based on high-throughput DNA sequencing holds significant risks in the absence of rigorous, fit-for-purpose data quality and reporting standards. Molecular biodiversity data are predominantly collected for ecological studies and thus are generated to common quality assurance standards. However, the detection of certain species of concern in these data would likely elicit interest from end users working in biosecurity or other surveillance contexts (e.g., pathogen detection in health-related fields), for which more stringent quality control standards are essential to ensure that data are suitable for informing decision-making and can withstand legal or political challenges. We suggest here that data quality and reporting criteria are urgently needed to enable clear identification of those studies that may be appropriately applied to surveillance contexts. In the interim, more pointed disclaimers on uncertainties associated with the detection and identification of species of concern may be warranted in published studies. This is not only to ensure the utility of molecular biodiversity data for consumers, but also to protect data generators from uncritical and potentially ill-advised application of their science in decision-making.
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Affiliation(s)
- John A Darling
- Center for Environmental Measurement & Modeling, United States Environmental Protection Agency, Research Triangle Park, NC, USA
| | - Xavier Pochon
- Coastal and Freshwater Group, Cawthron Institute, Nelson, New Zealand.,Institute of Marine Science, University of Auckland, Warkworth, New Zealand
| | - Cathryn L Abbott
- Department of Fisheries and Oceans, Pacific Biological Station, Nanaimo, British Columbia, Canada
| | - Graeme J Inglis
- National Institute of Water & Atmospheric Research Ltd., Christchurch, New Zealand
| | - Anastasija Zaiko
- Coastal and Freshwater Group, Cawthron Institute, Nelson, New Zealand.,Institute of Marine Science, University of Auckland, Warkworth, New Zealand.,Marine Research Institute, Klaipeda University, Klaipeda, Lithuania
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13
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Coffer MM, Schaeffer BA, Darling JA, Urquhart EA, Salls WB. Quantifying national and regional cyanobacterial occurrence in US lakes using satellite remote sensing. Ecol Indic 2020; 111:105976. [PMID: 34326705 PMCID: PMC8318153 DOI: 10.1016/j.ecolind.2019.105976] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/07/2023]
Abstract
Cyanobacterial harmful algal blooms are the most common form of harmful algal blooms in freshwater systems throughout the world. However, in situ sampling of cyanobacteria in inland lakes is limited both spatially and temporally. Satellite data has proven to be an effective tool to monitor cyanobacteria in freshwater lakes across the United States. This study uses data from the European Space Agency Envisat MEdium Resolution Imaging Spectrometer and the Sentinel-3 Ocean and Land Color Instrument to provide a national overview of the percentage of lakes experiencing a cyanobacterial bloom on a weekly basis for 2008-2011, 2017, and 2018. A total of 2321 lakes across the contiguous United States were included in the analysis. We examined four different thresholds to define when a waterbody is classified as experiencing a bloom. Across these four thresholds, we explored variability in bloom percentage with changes in seasonality and lake size. As a validation of algorithm performance, we analyzed the agreement between satellite observations and previously established ecological patterns, although data availability in the wintertime limited these comparisons on a year-round basis. Changes in cyanobacterial bloom percentage at the national scale followed the well-known temporal pattern of freshwater blooms. The percentage of lakes experiencing a bloom increased throughout the year, reached a maximum in fall, and decreased through the winter. Wintertime data, particularly in northern regions, were consistently limited due to snow and ice cover. With the exception of the Southeast and South, regional patterns mimicked patterns found at the national scale. The Southeast and South exhibited an unexpected pattern as cyanobacterial bloom percentage reached a maximum in the winter rather than the summer. Lake Jesup in Florida was used as a case study to validate this observed pattern against field observations of chlorophyll a. Results from this research establish a baseline of annual occurrence of cyanobacterial blooms in inland lakes across the United States. In addition, methods presented in this study can be tailored to fit the specific requirements of an individual system or region.
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Affiliation(s)
- Megan M. Coffer
- ORISE Fellow, U.S. Environmental Protection Agency, Office of Research and Development, National Exposure Research Laboratory, USA
- Center for Geospatial Analytics, North Carolina State University, Raleigh, NC, USA
- Corresponding author at: ORISE Fellow, U.S. Environmental Protection Agency, Office of Research and Development, National Exposure Research Laboratory, USA. (M.M. Coffer)
| | - Blake A. Schaeffer
- U.S. Environmental Protection Agency, Office of Research and Development, National Exposure Research Laboratory, USA
| | - John A. Darling
- U.S. Environmental Protection Agency, Office of Research and Development, National Exposure Research Laboratory, USA
| | - Erin A. Urquhart
- ORISE Fellow, U.S. Environmental Protection Agency, Office of Research and Development, National Exposure Research Laboratory, USA
| | - Wilson B. Salls
- ORISE Fellow, U.S. Environmental Protection Agency, Office of Research and Development, National Exposure Research Laboratory, USA
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14
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Tepolt CK, Darling JA, Blakeslee AMH, Fowler AE, Torchin ME, Miller AW, Ruiz GM. Recent introductions reveal differential susceptibility to parasitism across an evolutionary mosaic. Evol Appl 2020; 13:545-558. [PMID: 32431735 PMCID: PMC7045710 DOI: 10.1111/eva.12865] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2019] [Revised: 08/09/2019] [Accepted: 08/14/2019] [Indexed: 12/26/2022] Open
Abstract
Parasitism can represent a potent agent of selection, and introduced parasites have the potential to substantially alter their new hosts' ecology and evolution. While significant impacts have been reported for parasites that switch to new host species, the effects of macroparasite introduction into naïve populations of host species with which they have evolved remain poorly understood. Here, we investigate how the estuarine white-fingered mud crab (Rhithropanopeus harrisii) has adapted to parasitism by an introduced rhizocephalan parasite (Loxothylacus panopaei) that castrates its host. While the host crab is native to much of the East and Gulf Coasts of North America, its parasite is native only to the southern end of this range. Fifty years ago, the parasite invaded the mid-Atlantic, gradually expanding through previously naïve host populations. Thus, different populations of the same host species have experienced different degrees of historical interaction (and thus potential evolutionary response time) with the parasite: long term, short term, and naïve. In nine estuaries across this range, we examined whether and how parasite prevalence and host susceptibility to parasitism differs depending on the length of the host's history with the parasite. In field surveys, we found that the parasite was significantly more prevalent in its introduced range (i.e., short-term interaction) than in its native range (long-term interaction), a result that was also supported by a meta-analysis of prevalence data covering the 50 years since its introduction. In controlled laboratory experiments, host susceptibility to parasitism was significantly higher in naïve hosts than in hosts from the parasite's native range, suggesting that host resistance to parasitism is under selection. These results suggest that differences in host-parasite historical interaction can alter the consequences of parasite introductions in host populations. As anthropogenically driven range shifts continue, disruptions of host-parasite evolutionary relationships may become an increasingly important driver of ecological and evolutionary change.
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Affiliation(s)
- Carolyn K. Tepolt
- Department of BiologyWoods Hole Oceanographic InstitutionWoods HoleMAUSA
- Smithsonian Environmental Research CenterEdgewaterMDUSA
| | - John A. Darling
- National Exposure Research LaboratoryUS Environmental Protection AgencyResearch Triangle ParkNCUSA
| | | | - Amy E. Fowler
- Department of Environmental Science and PolicyGeorge Mason UniversityFairfaxVAUSA
| | - Mark E. Torchin
- Smithsonian Tropical Research InstituteBalboaAnconRepublic of Panama
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15
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Abstract
Environmental DNA is one of the most promising new tools in the aquatic biodiversity monitoring toolkit, with particular appeal for applications requiring assessment of target taxa at very low population densities. And yet there persists considerable anxiety within the management community regarding the appropriateness of environmental DNA monitoring for certain tasks and the degree to which environmental DNA methods can deliver information relevant to management needs. This brief perspective piece is an attempt to address that anxiety by offering some advice on how end-users might best approach these new technologies. I do not here review recent developments in environmental DNA science, but rather I explore ways in which managers and decision-makers might become more comfortable adopting environmental DNA tools-or choosing not to adopt them, should circumstances so dictate. I attempt to contextualize the central challenges associated with acceptance of environmental DNA detection by contrasting them with traditional "catch-and-look" approaches to biodiversity monitoring. These considerations lead me to recommend the cultivation of four "virtues," attitudes that can be brought into engagement with environmental DNA surveillance technologies that I hope will increase the likelihood that those engagements will be positive and that the future development and application of environmental DNA tools will further the cause of wise management.
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16
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Darling JA, Martinson J, Gong Y, Okum S, Pilgrim E, Lohan KMP, Carney KJ, Ruiz GM. Ballast Water Exchange and Invasion Risk Posed by Intracoastal Vessel Traffic: An Evaluation Using High Throughput Sequencing. Environ Sci Technol 2018; 52:9926-9936. [PMID: 30059206 PMCID: PMC6944436 DOI: 10.1021/acs.est.8b02108] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Ballast water remains a potent vector of non-native aquatic species introductions, despite increased global efforts to reduce risk of ballast water mediated invasions. This is particularly true of intracoastal vessel traffic, whose characteristics may limit the feasibility and efficacy of management through ballast water exchange (BWE). Here we utilize high throughput sequencing (HTS) to assess biological communities associated with ballast water being delivered to Valdez, Alaska from multiple source ports along the Pacific Coast of the United States. Our analyses indicate that BWE has a significant but modest effect on ballast water assemblages. Although overall richness was not reduced with exchange, we detected losses of some common benthic coastal taxa (e.g., decapods, mollusks, bryozoans, cnidaria) and gains of open ocean taxa (e.g., certain copepods, diatoms, and dinoflagellates), including some potentially toxic species. HTS-based metabarcoding identified significantly differentiated biodiversity signatures from individual source ports; this signal persisted, though weakened, in vessels undergoing BWE, indicating incomplete faunal turnover associated with management. Our analysis also enabled identification of taxa that may be of particular concern if established in Alaskan waters. While these results reveal a clear effect of BWE on diversity in intracoastal transit, they also indicate continued introduction risk of non-native and harmful taxa.
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Affiliation(s)
- John A Darling
- United States Environmental Protection Agency , National Exposure Research Laboratory , Research Triangle Park , North Carolina 27711 , United States
| | - John Martinson
- United States Environmental Protection Agency , National Exposure Research Laboratory , Research Triangle Park , North Carolina 27711 , United States
| | - Yunguo Gong
- United States Environmental Protection Agency , Cincinnati , Ohio 45220 , United States
| | - Sara Okum
- United States Environmental Protection Agency , Cincinnati , Ohio 45220 , United States
| | - Erik Pilgrim
- United States Environmental Protection Agency , National Exposure Research Laboratory , Research Triangle Park , North Carolina 27711 , United States
| | | | - Katharine J Carney
- Smithsonian Environmental Research Center , Edgewater , Maryland 21037 United States
| | - Gregory M Ruiz
- Smithsonian Environmental Research Center , Edgewater , Maryland 21037 United States
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17
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Mangiante MJ, Davis AJS, Panlasigui S, Neilson ME, Pfingsten I, Fuller PL, Darling JA. Trends in nonindigenous aquatic species richness in the United States reveal shifting spatial and temporal patterns of species introductions. Aquat Invasions 2018; 13:323-338. [PMID: 31447950 PMCID: PMC6707539 DOI: 10.3391/ai.2018.13.3.02] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Understanding the spatial and temporal dynamics underlying the introduction and spread of nonindigenous aquatic species (NAS) can provide important insights into the historical drivers of biological invasions and aid in forecasting future patterns of nonindigenous species arrival and spread. Increasingly, public databases of species observation records are being used to quantify changes in NAS distributions across space and time, and are becoming an important resource for researchers, managers, and policy-makers. Here we use publicly available data to describe trends in NAS introduction and spread across the conterminous United States over more than two centuries of observation records. Available data on first records of NAS reveal significant shifts in dominance of particular introduction patterns over time, both in terms of recipient regions and likely sources. These spatiotemporal trends at the continental scale may be subject to biases associated with regional variation in sampling effort, reporting, and data curation. We therefore also examined two additional metrics, the number of individual records and the spatial coverage of those records, which are likely to be more closely associated with sampling effort. Our results suggest that broad-scale patterns may mask considerable variation across regions, time periods, and even entities contributing to NAS sampling. In some cases, observed temporal shifts in species discovery may be influenced by dramatic fluctuations in the number and spatial extent of individual observations, reflecting the possibility that shifts in sampling effort may obscure underlying rates of NAS introduction.
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Affiliation(s)
- Michael J Mangiante
- Oak Ridge Institute of Science and Education (ORISE), U.S. Environmental Protection Agency, National Exposure Research Laboratory, Research Triangle Park, NC 27711, USA
| | - Amy J S Davis
- Oak Ridge Institute of Science and Education (ORISE), U.S. Environmental Protection Agency, National Exposure Research Laboratory, Research Triangle Park, NC 27711, USA
| | - Stephanie Panlasigui
- Oak Ridge Institute of Science and Education (ORISE), U.S. Environmental Protection Agency, National Exposure Research Laboratory, Research Triangle Park, NC 27711, USA
| | - Matthew E Neilson
- U.S. Geological Survey, Wetland and Aquatic Research Center, Gainesville, FL 32653, USA
| | - Ian Pfingsten
- Cherokee Nation Technologies, contracted with USGS, Wetland and Aquatic Research Center, Gainesville, FL 32653, USA
| | - Pam L Fuller
- U.S. Geological Survey, Wetland and Aquatic Research Center, Gainesville, FL 32653, USA
| | - John A Darling
- U.S. Environmental Protection Agency, National Exposure Research Laboratory, Research Triangle Park, NC 27711, USA
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18
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Panlasigui S, Davis AJ, Mangiante MJ, Darling JA. Assessing threats of non-native species to native freshwater biodiversity: Conservation priorities for the United States. Biol Conserv 2018; 224:199-208. [PMID: 30245526 PMCID: PMC6145479 DOI: 10.1016/j.biocon.2018.05.019] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Non-native species pose one of the greatest threats to native biodiversity, and can have severe negative impacts in freshwater ecosystems. Identifying regions of spatial overlap between high freshwater biodiversity and high invasion pressure may thus better inform the prioritization of freshwater conservation efforts. We employ geospatial analysis of species distribution data to investigate the potential threat of non-native species to aquatic animal taxa across the continental United States. We mapped non-native aquatic plant and animal species richness and cumulative invasion pressure to estimate overall negative impact associated with species introductions. These distributions were compared to distributions of native aquatic animal taxa derived from the International Union for the Conservation of Nature (IUCN) database. To identify hotspots of native biodiversity we mapped total species richness, number of threatened and endangered species, and a community index of species rarity calculated at the watershed scale. An overall priority index allowed identification of watersheds experiencing high pressure from non-native species and also exhibiting high native biodiversity conservation value. While priority regions are roughly consistent with previously reported prioritization maps for the US, we also recognize novel priority areas characterized by moderate-to-high native diversity but extremely high invasion pressure. We further compared priority areas with existing conservation protections as well as projected future threats associated with land use change. Our findings suggest that many regions of elevated freshwater biodiversity value are compromised by high invasion pressure, and are poorly safeguarded by existing conservation mechanisms and are likely to experience significant additional stresses in the future.
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Affiliation(s)
- Stephanie Panlasigui
- Oak Ridge Institute for Science and Engineering participant, US Environmental Protection Agency, Research Triangle Park, NC, United States
| | - Amy J.S. Davis
- Oak Ridge Institute for Science and Engineering participant, US Environmental Protection Agency, Research Triangle Park, NC, United States
| | - Michael J. Mangiante
- Oak Ridge Institute for Science and Engineering participant, US Environmental Protection Agency, Research Triangle Park, NC, United States
| | - John A. Darling
- National Exposure Research Laboratory, US Environmental Research Agency, Research Triangle Park, NC, United States
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19
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Abstract
Understanding the risks of biological invasion posed by ballast water-whether in the context of compliance testing, routine monitoring, or basic research-is fundamentally an exercise in biodiversity assessment, and as such should take advantage of the best tools available for tackling that problem. The past several decades have seen growing application of genetic methods for the study of biodiversity, driven in large part by dramatic technological advances in nucleic acids analysis. Monitoring approaches based on such methods have the potential to increase dramatically sampling throughput for biodiversity assessments, and to improve on the sensitivity, specificity, and taxonomic accuracy of traditional approaches. The application of targeted detection tools (largely focused on PCR but increasingly incorporating novel probe-based methodologies) has led to a paradigm shift in rare species monitoring, and such tools have already been applied for early detection in the context of ballast water surveillance. Rapid improvements in community profiling approaches based on high throughput sequencing (HTS) could similarly impact broader efforts to catalogue biodiversity present in ballast tanks, and could provide novel opportunities to better understand the risks of biotic exchange posed by ballast water transport-and the effectiveness of attempts to mitigate those risks. These various approaches still face considerable challenges to effective implementation, depending on particular management or research needs. Compliance testing, for instance, remains dependent on accurate quantification of viable target organisms; while tools based on RNA detection show promise in this context, the demands of such testing require considerable additional investment in methods development. In general surveillance and research contexts, both targeted and community-based approaches are still limited by various factors: quantification remains a challenge (especially for taxa in larger size classes), gaps in nucleic acids reference databases are still considerable, uncertainties in taxonomic assignment methods persist, and many applications have not yet matured sufficiently to offer standardized methods capable of meeting rigorous quality assurance standards. Nevertheless, the potential value of these tools, their growing utilization in biodiversity monitoring, and the rapid methodological advances over the past decade all suggest that they should be seriously considered for inclusion in the ballast water surveillance toolkit.
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Affiliation(s)
- John A. Darling
- National Exposure Research Laboratory, U.S. Environmental Protection Agency, Research Triangle Park, NC, USA
| | - Raymond M. Frederick
- National Risk Management Research Laboratory, U.S. Environmental Protection Agency, Edison, NJ, USA
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20
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Briski E, Chan FT, Darling JA, Lauringson V, MacIsaac HJ, Zhan A, Bailey SA. Beyond propagule pressure: importance of selection during the transport stage of biological invasions. Front Ecol Environ 2018; 16:345-353. [PMID: 31942166 PMCID: PMC6961837 DOI: 10.1002/fee.1820] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/06/2023]
Abstract
Biological invasions are largely considered to be a "numbers game", wherein the larger the introduction effort, the greater the probability that an introduced population will become established. However, conditions during transport - an early stage of the invasion - can be particularly harsh, thereby greatly reducing the size of a population available to establish in a new region. Some successful non-indigenous species are more tolerant of environmental and anthropogenic stressors than related native species, possibly stemming from selection (ie survival of only pre-adapted individuals for particular environmental conditions) during the invasion process. By reviewing current literature concerning population genetics and consequences of selection on population fitness, we propose that selection acting on transported populations can facilitate local adaptation, which may result in a greater likelihood of invasion than predicted by propagule pressure alone. Specifically, we suggest that detailed surveys should be conducted to determine interactions between molecular mechanisms and demographic factors, given that current management strategies may underestimate invasion risk.
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Affiliation(s)
- Elizabeta Briski
- GEOMAR Helmholtz-Zentrum für Ozeanforschung Kiel, Kiel, Germany
- ()
| | - Farrah T Chan
- Great Lakes Laboratory for Fisheries and Aquatic Sciences, Fisheries and Oceans Canada, Burlington, Canada
| | - John A Darling
- National Exposure Research Laboratory, US Environmental Protection Agency, Research Triangle Park, NC
| | | | - Hugh J MacIsaac
- Great Lakes Institute for Environmental Research, University of Windsor, Windsor, Canada
| | - Aibin Zhan
- Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, China
| | - Sarah A Bailey
- Great Lakes Laboratory for Fisheries and Aquatic Sciences, Fisheries and Oceans Canada, Burlington, Canada
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21
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Abstract
Recent years have witnessed growing appreciation for the ways in which human-mediated species introductions have reshaped marine biogeography. Despite this we have yet to grapple fully with the scale and impact of anthropogenic dispersal in both creating and determining contemporary distributions of marine taxa. In particular, the past several decades of research on marine biological invasions have revealed that broad geographic distributions of coastal marine organisms-historically referred to simply as "cosmopolitanism"-may belie complex interplay of both natural and anthropogenic processes. Here we describe a framework for understanding contemporary cosmopolitanism, informed by a synthesis of the marine bioinvasion literature. Our framework defines several novel categories in an attempt to provide a unified terminology for discussing cosmopolitan distributions in the world's oceans. We reserve the term eucosmopolitan to refer to those species for which data exist to support a true, natural, and prehistorically global (or extremely broad) distribution. While in the past this has been the default assumption for species observed to exhibit contemporary cosmopolitan distributions, we argue that given recent advances in marine invasion science this assignment should require positive evidence. In contrast, neocosmopolitan describes those species that have demonstrably achieved extensive geographic ranges only through historical anthropogenic dispersal, often facilitated over centuries of human maritime traffic. We discuss the history and human geography underpinning these neocosmopolitan distributions, and illustrate the extent to which these factors may have altered natural biogeographic patterns. We define the category pseudocosmopolitan to encompass taxa for which a broad distribution is determined (typically after molecular investigation) to reflect multiple, sometimes regionally endemic, lineages with uncertain taxonomic status; such species may remain cosmopolitan only so long as taxonomic uncertainty persists, after which they may splinter into multiple geographically restricted species. We discuss the methods employed to identify such species and to resolve both their taxonomic status and their biogeographic histories. We argue that recognizing these different types of cosmopolitanism, and the important role that invasion science has played in understanding them, is critically important for the future study of both historical and modern marine biogeography, ecology, and biodiversity.
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Affiliation(s)
- John A. Darling
- United States Environmental Protection Agency, National Exposure Research Laboratory, Research Triangle Park, NC, United States
| | - James T. Carlton
- Maritime Studies Program, Williams College-Mystic Seaport, Mystic, CT, United States
- Department of Biology, Williams College, Williamstown, MA, United States
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22
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Trebitz AS, Hoffman JC, Darling JA, Pilgrim EM, Kelly JR, Brown EA, Chadderton WL, Egan SP, Grey EK, Hashsham SA, Klymus KE, Mahon AR, Ram JL, Schultz MT, Stepien CA, Schardt JC. Early detection monitoring for aquatic non-indigenous species: Optimizing surveillance, incorporating advanced technologies, and identifying research needs. J Environ Manage 2017; 202:299-310. [PMID: 28738203 PMCID: PMC5927374 DOI: 10.1016/j.jenvman.2017.07.045] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/24/2017] [Revised: 07/13/2017] [Accepted: 07/16/2017] [Indexed: 05/19/2023]
Abstract
Following decades of ecologic and economic impacts from a growing list of nonindigenous and invasive species, government and management entities are committing to systematic early- detection monitoring (EDM). This has reinvigorated investment in the science underpinning such monitoring, as well as the need to convey that science in practical terms to those tasked with EDM implementation. Using the context of nonindigenous species in the North American Great Lakes, this article summarizes the current scientific tools and knowledge - including limitations, research needs, and likely future developments - relevant to various aspects of planning and conducting comprehensive EDM. We begin with the scope of the effort, contrasting target-species with broad-spectrum monitoring, reviewing information to support prioritization based on species and locations, and exploring the challenge of moving beyond individual surveys towards a coordinated monitoring network. Next, we discuss survey design, including effort to expend and its allocation over space and time. A section on sample collection and analysis overviews the merits of collecting actual organisms versus shed DNA, reviews the capabilities and limitations of identification by morphology, DNA target markers, or DNA barcoding, and examines best practices for sample handling and data verification. We end with a section addressing the analysis of monitoring data, including methods to evaluate survey performance and characterize and communicate uncertainty. Although the body of science supporting EDM implementation is already substantial, research and information needs (many already actively being addressed) include: better data to support risk assessments that guide choice of taxa and locations to monitor; improved understanding of spatiotemporal scales for sample collection; further development of DNA target markers, reference barcodes, genomic workflows, and synergies between DNA-based and morphology-based taxonomy; and tools and information management systems for better evaluating and communicating survey outcomes and uncertainty.
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Affiliation(s)
- Anett S Trebitz
- U.S. Environmental Protection Agency, National Health and Environmental Effects Laboratory, Duluth, MN, 55804, USA.
| | - Joel C Hoffman
- U.S. Environmental Protection Agency, National Health and Environmental Effects Laboratory, Duluth, MN, 55804, USA.
| | - John A Darling
- U.S. Environmental Protection Agency, National Exposure Research Laboratory, Durham, NC, 27713, USA.
| | - Erik M Pilgrim
- U.S. Environmental Protection Agency, National Exposure Research Laboratory, Cincinnati, OH, 45268, USA.
| | - John R Kelly
- U.S. Environmental Protection Agency, National Health and Environmental Effects Laboratory, Duluth, MN, 55804, USA.
| | - Emily A Brown
- Université du Québec à Montréal, Montreal, Québec, H2L 2C4, Canada.
| | - W Lindsay Chadderton
- The Nature Conservancy, c/o Environmental Change Initiative, South Bend, IN, 46617, USA.
| | - Scott P Egan
- Rice University, BioSciences Department, Houston, TX, 77005, USA.
| | - Erin K Grey
- Governors State University, Division of Chemistry and Biological Sciences, University Park, IL, 60484, USA.
| | - Syed A Hashsham
- Engineering Research Center, Michigan State University, East Lansing, MI, 48823, USA.
| | - Katy E Klymus
- University of Toledo, Great Lakes Genetics/Genomics Laboratory, Department of Environmental Sciences, Toledo, OH, 43606, USA.
| | - Andrew R Mahon
- Central Michigan University, Department of Biology, Institute for Great Lakes Research, Mount Pleasant, MI, 48859, USA.
| | - Jeffrey L Ram
- Wayne State University, Department of Physiology, Detroit, MI, 48201, USA.
| | - Martin T Schultz
- U.S. Army Corps of Engineers, Engineer Research and Development Center, Environmental Laboratory, Vicksburg, MS, 39180, USA.
| | - Carol A Stepien
- National Oceanic and Atmospheric Administration, Pacific Marine Environmental Lab, Seattle, WA, 98115, USA.
| | - James C Schardt
- U.S. Environmental Protection Agency, Great Lakes National Program Office, Chicago, IL, 60604, USA.
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Clark JM, Schaeffer BA, Darling JA, Urquhart EA, Johnston JM, Ignatius A, Myer MH, Loftin KA, Werdell PJ, Stumpf RP. Satellite monitoring of cyanobacterial harmful algal bloom frequency in recreational waters and drinking source waters. Ecol Indic 2017; 80:84-95. [PMID: 30245589 PMCID: PMC6145495 DOI: 10.1016/j.ecolind.2017.04.046] [Citation(s) in RCA: 57] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
Cyanobacterial harmful algal blooms (cyanoHAB) cause extensive problems in lakes worldwide, including human and ecological health risks, anoxia and fish kills, and taste and odor problems. CyanoHABs are a particular concern in both recreational waters and drinking source waters because of their dense biomass and the risk of exposure to toxins. Successful cyanoHAB assessment using satellites may provide an indicator for human and ecological health protection, In this study, methods were developed to assess the utility of satellite technology for detecting cyanoHAB frequency of occurrence at locations of potential management interest. The European Space Agency's MEdium Resolution Imaging Spectrometer (MERIS) was evaluated to prepare for the equivalent series of Sentine1-3 Ocean and Land Colour Imagers (OLCI) launched in 2016 as part of the Copernicus program. Based on the 2012 National Lakes Assessment site evaluation guidelines and National Hydrography Dataset, the continental United States contains 275,897 lakes and reservoirs >1 hectare in area. Results from this study show that 5.6 % of waterbodies were resolvable by satellites with 300 m single-pixel resolution and 0.7 % of waterbodies were resolvable when a three by three pixel (3×3-pixel) array was applied based on minimum Euclidian distance from shore. Satellite data were spatially joined to U.S. public water surface intake (PWSI) locations, where single-pixel resolution resolved 57% of the PWSI locations and a 3×3-pixel array resolved 33% of the PWSI locations. Recreational and drinking water sources in Florida and Ohio were ranked from 2008 through 2011 by cyanoHAB frequency above the World Health Organization's (WHO) high threshold for risk of 100,000 cells mL-1. The ranking identified waterbodies with values above the WHO high threshold, where Lake Apopka, FL (99.1 %) and Grand Lake St. Marys, OH (83 %) had the highest observed bloom frequencies per region. The method presented here may indicate locations with high exposure to cyanoHABs and therefore can be used to assist in prioritizing management resources and actions for recreational and drinking water sources.
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Affiliation(s)
- John M Clark
- ORISE Fellow, U.S. Environmental Protection Agency, Office of Research and Development, National Exposure Research Laboratory
| | - Blake A Schaeffer
- U.S. Environmental Protection Agency, Office of Research and Development, National Exposure Research Laboratory
| | - John A Darling
- U.S. Environmental Protection Agency, Office of Research and Development, National Exposure Research Laboratory
| | - Erin A Urquhart
- ORISE Fellow, U.S. Environmental Protection Agency, Office of Research and Development, National Exposure Research Laboratory
| | - John M Johnston
- U.S. Environmental Protection Agency, Office of Research and Development, National Exposure Research Laboratory
| | - Amber Ignatius
- ORISE Fellow, U.S. Environmental Protection Agency, Office of Research and Development, National Exposure Research Laboratory
| | - Mark H Myer
- ORISE Fellow, U.S. Environmental Protection Agency, Office of Research and Development, National Exposure Research Laboratory
| | - Keith A Loftin
- United States Geological Survey, Kansas Water Science Center, Lawrence, KS, USA
| | - P Jeremy Werdell
- Ocean Ecology Laboratory, NASA Goddard Space Flight Center, Greenbelt, MD, USA
| | - Richard P Stumpf
- National Oceanic and Atmospheric Administration, National Centers for Coastal Ocean Science, Silver Spring, MD, USA
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Abstract
Aim Mapping the geographic distribution of non-native aquatic species is a critically important precursor to understanding the anthropogenic and environmental factors that drive freshwater biological invasions. Such efforts are often limited to local scales and/or to single species, due to the challenges of data acquisition at larger scales. Here, we map the distribution of non-native freshwater species richness across the continental United States and investigate the role of human activity in driving macro-scale patterns of aquatic invasion. Location The continental United States. Methods We assembled maps of non-native aquatic species richness by compiling occurrence data on exotic animal and plant species from publicly accessible databases. Using a dasymetric model of human population density and a spatially explicit model of recreational freshwater fishing demand, we analysed the effect of these metrics of human influence on the degree of invasion at the watershed scale, while controlling for spatial and sampling bias. We also assessed the effects that a temporal mismatch between occurrence data (collected since 1815) and cross-sectional predictors (developed using 2010 data) may have on model fit. Results Non-native aquatic species richness exhibits a highly patchy distribution, with hotspots in the Northeast, Great Lakes, Florida, and human population centres on the Pacific coast. These richness patterns are correlated with population density, but are much more strongly predicted by patterns of recreational fishing demand. These relationships are strengthened by temporal matching of datasets and are robust to corrections for sampling effort. Main conclusions Distributions of aquatic non-native species across the continental US are better predicted by freshwater recreational fishing than by human population density. This suggests that observed patterns are driven by a mechanistic link between recreational activity and aquatic non-native species richness and are not merely the outcome of sampling bias associated with human population density.
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Affiliation(s)
- A J S Davis
- Oak Ridge Institute for Science and Engineering (ORISE), US Environmental Protection Agency, Research Triangle Park, NC, USA
| | - J A Darling
- National Exposure Research Laboratory, US Environmental Protection Agency, Research Triangle Park, NC, USA
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25
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Darling JA, Galil BS, Carvalho GR, Rius M, Viard F, Piraino S. Recommendations for developing and applying genetic tools to assess and manage biological invasions in marine ecosystems. Mar Policy 2017; 85:56-64. [PMID: 29681680 PMCID: PMC5909192 DOI: 10.1016/j.marpol.2017.08.014] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
The European Union's Marine Strategy Framework Directive (MSFD) aims to adopt integrated ecosystem management approaches to achieve or maintain "Good Environmental Status" for marine waters, habitats and resources, including mitigation of the negative effects of non-indigenous species (NIS). The Directive further seeks to promote broadly standardized monitoring efforts and assessment of temporal trends in marine ecosystem condition, incorporating metrics describing the distribution and impacts of NIS. Accomplishing these goals will require application of advanced tools for NIS surveillance and risk assessment, particularly given known challenges associated with surveying and monitoring with traditional methods. In the past decade, a host of methods based on nucleic acids (DNA and RNA) analysis have been developed or advanced that promise to dramatically enhance capacity in assessing and managing NIS. However, ensuring that these rapidly evolving approaches remain accessible and responsive to the needs of resource managers remains a challenge. This paper provides recommendations for future development of these genetic tools for assessment and management of NIS in marine systems, within the context of the explicit requirements of the MSFD. Issues considered include technological innovation, methodological standardization, data sharing and collaboration, and the critical importance of shared foundational resources, particularly integrated taxonomic expertise. Though the recommendations offered here are not exhaustive, they provide a basis for future intentional (and international) collaborative development of a genetic toolkit for NIS research, capable of fulfilling the immediate and long term goals of marine ecosystem and resource conservation.
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Affiliation(s)
- John A. Darling
- National Exposure Research Laboratory, United States Environmental
Protection Agency, 109 T.W. Alexander Drive, Research Triangle Park, NC 27711,
USA
- Corresponding author.
(J.A. Darling)
| | - Bella S. Galil
- The Steinhardt Museum of Natural History, Israel National Center for
Biodiversity Studies, Tel Aviv University, Tel Aviv 6997801, Israel
| | | | - Marc Rius
- Ocean and Earth Science, National Oceanography Centre, University of
Southampton, UK
- Centre for Ecological Genomics and Wildlife Conservation, University
of Johannesburg, South Africa
| | - Frédérique Viard
- Sorbonne Université, Université Paris 06, CNRS, UMR
7144 AD2M, Station Biologique de Roscoff, Place Georges Teissier, 29680 Roscoff,
France
| | - Stefano Piraino
- Dipartimento di Scienze e Tecnologie Biologiche ed Ambientali,
Università del Salento, Lecce, Italy
- Consorzio Nazionale Interuniversitario per le Scienze del Mare
(CoNISMa), Roma, Italy
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Viard F, David P, Darling JA. Marine invasions enter the genomic era: three lessons from the past, and the way forward. Curr Zool 2016; 62:629-642. [PMID: 29491950 PMCID: PMC5804250 DOI: 10.1093/cz/zow053] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2016] [Accepted: 04/15/2016] [Indexed: 01/22/2023] Open
Abstract
The expanding scale and increasing rate of marine biological invasions have been documented since the early 20th century. Besides their global ecological and economic impacts, non-indigenous species (NIS) also have attracted much attention as opportunities to explore important eco-evolutionary processes such as rapid adaptation, long-distance dispersal and range expansion, and secondary contacts between divergent evolutionary lineages. In this context, genetic tools have been extensively used in the past 20 years. Three important issues appear to have emerged from such studies. First, the study of NIS has revealed unexpected cryptic diversity in what had previously been assumed homogeneous entities. Second, there has been surprisingly little evidence of strong founder events accompanying marine introductions, a pattern possibly driven by large propagule loads. Third, the evolutionary processes leading to successful invasion have been difficult to ascertain due to faint genetic signals. Here we explore the potential of novel tools associated with high-throughput sequencing (HTS) to address these still pressing issues. Dramatic increase in the number of loci accessible via HTS has the potential to radically increase the power of analyses aimed at species delineation, exploring the population genomic consequences of range expansions, and examining evolutionary processes such as admixture, introgression, and adaptation. Nevertheless, the value of this new wealth of genomic data will ultimately depend on the ability to couple it with expanded "traditional" efforts, including exhaustive sampling of marine populations over large geographic scales, integrated taxonomic analyses, and population level exploration of quantitative trait differentiation through common-garden and other laboratory experiments.
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Affiliation(s)
- Frédérique Viard
- Sorbonne Universités, UPMC Univ Paris 06, CNRS, UMR 7144, Lab. Adaptation Et Diversité En Milieu Marin, Team Div&Co, Station Biologique De Roscoff, Roscoff 29682, France
| | - Patrice David
- CEFE UMR 5175, CNRS-Université De Montpellier-UM III-EPHE, 1919 Route De Mende, Montpellier Cedex 34293, France
| | - John A. Darling
- National Exposure Research Laboratory, United States Environmental Protection Agency, Research Triangle Park, NC 27711, USA
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Darling JA, Piraino S. MOLTOOLS: a workshop on “Molecular tools for monitoring marine invasive species”. Biol Invasions 2015. [DOI: 10.1007/s10530-015-0855-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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28
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Mackie JA, Wostenberg D, Doan M, Craig SF, Darling JA. High-throughput Illumina sequencing and microsatellite design in Watersipora (Bryozoa), a complex of invasive species. CONSERV GENET RESOUR 2014. [DOI: 10.1007/s12686-014-0286-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Darling JA, Tsai YHE, Blakeslee AMH, Roman J. Are genes faster than crabs? Mitochondrial introgression exceeds larval dispersal during population expansion of the invasive crab Carcinus maenas. R Soc Open Sci 2014; 1:140202. [PMID: 26064543 PMCID: PMC4448889 DOI: 10.1098/rsos.140202] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/28/2014] [Accepted: 09/13/2014] [Indexed: 06/04/2023]
Abstract
Biological invasions offer unique opportunities to investigate evolutionary dynamics at the peripheries of expanding populations. Here, we examine genetic patterns associated with admixture between two distinct invasive lineages of the European green crab, Carcinus maenas L., independently introduced to the northwest Atlantic. Previous investigations based on mitochondrial DNA sequences demonstrated that larval dispersal driven by advective currents could explain observed southward displacement of an admixture zone between the two invasions. Comparison of published mitochondrial results with new nuclear data from nine microsatellite loci, however, reveals striking discordance in their introgression patterns. Specifically, introgression of mitochondrial genomes relative to nuclear background suggests that demographic processes such as sex-biased reproductive dynamics and population size imbalances-and not solely larval dispersal-play an important role in driving the evolution of the genetic cline. In particular, the unpredicted introgression of mitochondrial alleles against the direction of mean larval dispersal in the region is consistent with recent models invoking similar demographic processes to explain movements of genes into invading populations. These observations have important implications for understanding historical shifts in C. maenas range limits, and more generally for inferences of larval dispersal based on genetic data.
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Affiliation(s)
- John A. Darling
- National Exposure Research Laboratory, United States Environmental Protection Agency, 109 TW Alexander Drive, Durham, NC 27711, USA
| | - Yi-Hsin Erica Tsai
- Department of Ecology and Evolutionary Biology, University of Colorado, Boulder, CO 80309, USA
| | - April M. H. Blakeslee
- Department of Biology, Long Island University, 720 Northern Boulevard, Brookville, NY 11548, USA
| | - Joe Roman
- Gund Institute for Ecological Economics, University of Vermont, Burlington, VT 05405, USA
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31
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Rius M, Darling JA. How important is intraspecific genetic admixture to the success of colonising populations? Trends Ecol Evol 2014; 29:233-42. [DOI: 10.1016/j.tree.2014.02.003] [Citation(s) in RCA: 329] [Impact Index Per Article: 32.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2013] [Revised: 02/06/2014] [Accepted: 02/07/2014] [Indexed: 11/16/2022]
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Pilgrim EM, Blum MJ, Reusser DA, Lee H, Darling JA. Geographic range and structure of cryptic genetic diversity among Pacific North American populations of the non-native amphipod Grandidierella japonica. Biol Invasions 2013. [DOI: 10.1007/s10530-013-0462-7] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Darling JA, Herborg LM, Davidson IC. Intracoastal shipping drives patterns of regional population expansion by an invasive marine invertebrate. Ecol Evol 2012; 2:2557-66. [PMID: 23145340 PMCID: PMC3492781 DOI: 10.1002/ece3.362] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2012] [Revised: 07/23/2012] [Accepted: 07/26/2012] [Indexed: 11/12/2022] Open
Abstract
Understanding the factors contributing to expansion of nonnative populations is a critical step toward accurate risk assessment and effective management of biological invasions. Nevertheless, few studies have attempted explicitly to test hypotheses regarding factors driving invasive spread by seeking correlations between patterns of vector movement and patterns of genetic connectivity. Herein, we describe such an attempt for the invasive tunicate Styela clava in the northeastern Pacific. We utilized microsatellite data to estimate gene flow between samples collected throughout the known range of S. clava in the region, and assessed correlation of these estimates with patterns of intracoastal commercial vessel traffic. Our results suggest that recent shipping patterns have contributed to the contemporary distribution of genetic variation. However, the analysis also indicates that other factors-including a complex invasion history and the influence of other vectors-have partially obscured genetic patterns associated with intracoastal population expansion.
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Affiliation(s)
- John A Darling
- National Exposure Research Laboratory, United States Environmental Protection Agency 109 TW Alexander Drive, Durham, North Carolina, 27711
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34
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Zhan A, Darling JA, Bock DG, Lacoursière-Roussel A, MacIsaac HJ, Cristescu ME. Complex genetic patterns in closely related colonizing invasive species. Ecol Evol 2012; 2:1331-46. [PMID: 22957143 PMCID: PMC3434944 DOI: 10.1002/ece3.258] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2012] [Revised: 03/16/2012] [Accepted: 03/16/2012] [Indexed: 11/30/2022] Open
Abstract
Anthropogenic activities frequently result in both rapidly changing environments and translocation of species from their native ranges (i.e., biological invasions). Empirical studies suggest that many factors associated with these changes can lead to complex genetic patterns, particularly among invasive populations. However, genetic complexities and factors responsible for them remain uncharacterized in many cases. Here, we explore these issues in the vase tunicate Ciona intestinalis (Ascidiacea: Enterogona: Cionidae), a model species complex, of which spA and spB are rapidly spreading worldwide. We intensively sampled 26 sites (N = 873) from both coasts of North America, and performed phylogenetic and population genetics analyses based on one mitochondrial fragment (cytochrome c oxidase subunit 3–NADH dehydrogenase subunit I, COX3-ND1) and eight nuclear microsatellites. Our analyses revealed extremely complex genetic patterns in both species on both coasts. We detected a contrasting pattern based on the mitochondrial marker: two major genetic groups in C. intestinalis spA on the west coast versus no significant geographic structure in C. intestinalis spB on the east coast. For both species, geo-graphically distant populations often showed high microsatellite-based genetic affinities whereas neighboring ones often did not. In addition, mitochondrial and nuclear markers provided largely inconsistent genetic patterns. Multiple factors, including random genetic drift associated with demographic changes, rapid selection due to strong local adaptation, and varying propensity for human-mediated propagule dispersal could be responsible for the observed genetic complexities.
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Affiliation(s)
- Aibin Zhan
- Great Lakes Institute for Environmental Research, University of Windsor401 Sunset Avenue, Windsor, Ontario N9B 3P4, Canada
| | - John A Darling
- National Exposure Research Laboratory, US Environmental Protection Agency109 T. W. Alexander Drive, Durham, North Carolina 27711, USA
| | - Dan G Bock
- Great Lakes Institute for Environmental Research, University of Windsor401 Sunset Avenue, Windsor, Ontario N9B 3P4, Canada
| | | | - Hugh J MacIsaac
- Great Lakes Institute for Environmental Research, University of Windsor401 Sunset Avenue, Windsor, Ontario N9B 3P4, Canada
| | - Melania E Cristescu
- Great Lakes Institute for Environmental Research, University of Windsor401 Sunset Avenue, Windsor, Ontario N9B 3P4, Canada
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35
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Darling JA, Mahon AR. From molecules to management: adopting DNA-based methods for monitoring biological invasions in aquatic environments. Environ Res 2011; 111:978-988. [PMID: 21353670 DOI: 10.1016/j.envres.2011.02.001] [Citation(s) in RCA: 214] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/15/2010] [Revised: 01/31/2011] [Accepted: 02/01/2011] [Indexed: 05/30/2023]
Abstract
Recent technological advances have driven rapid development of DNA-based methods designed to facilitate detection and monitoring of invasive species in aquatic environments. These tools promise to improve on traditional monitoring approaches by enhancing detection sensitivity, reducing analytical turnaround times and monitoring costs, and increasing specificity of target identifications. However, despite the promise of DNA-based monitoring methods, the adoption of these tools in decision-making frameworks remains challenging. Here, rather than explore technical aspects of method development, we examine impediments to effective translation of those methods into management contexts. In addition to surveying current use of DNA-based tools for aquatic invasive species monitoring, we explore potential sources of uncertainty associated with molecular technologies and possibilities for limiting that uncertainty and effectively communicating its implications for decision-making. We pay particular attention to the recent adoption of DNA-based methods for detection of invasive Asian carp species in the United States Great Lakes region, as this example illustrates many of the challenges associated with applying molecular tools to achieve desired management outcomes. Our goal is to provide a useful assessment of the obstacles associated with integrating DNA-based methods into aquatic invasive species management, and to offer recommendations for future efforts aimed at overcoming those obstacles.
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Affiliation(s)
- John A Darling
- United States Environmental Protection Agency, National Exposure Research Laboratory, Molecular Ecology Research Branch, Cincinnati, OH 45268, USA.
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36
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Abstract
Interspecific hybridization plays an important role in facilitating adaptive evolutionary change. More specifically, recent studies have demonstrated that hybridization may dramatically influence the establishment, spread, and impact of invasive populations. In Japan, previous genetic evidence for the presence of two non-native congeners, the European green crab Carcinus maenas and the Mediterranean green crab C. aestuarii, has raised questions regarding the possibility of hybridization between these sister species. Here I present analysis based on both nuclear microsatellites and the mitochondrial cytochrome C oxidase subunit I (COI) gene which unambiguously argues for a hybrid origin of Japanese Carcinus. Despite the presence of mitochondrial lineages derived from both C. maenas and C. aestuarii, the Japanese population is panmictic at nuclear loci and has achieved cytonuclear equilibrium throughout the sampled range in Japan. Furthermore, analysis of admixture at nuclear loci indicates dramatic introgression of the C. maenas mitochondrial genome into a predominantly C. aestuarii nuclear background. These patterns, along with inferences drawn from the observational record, argue for a hybridization event pre-dating the arrival of Carcinus in Japan. The clarification of both invasion history and evolutionary history afforded by genetic analysis provides information that may be critically important to future studies aimed at assessing risks posed by invasive Carcinus populations to Japan and the surrounding region.
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Affiliation(s)
- John A Darling
- Molecular Ecology Research Branch, National Exposure Research Laboratory, United States Environmental Protection Agency, Cincinnati, Ohio, United States of America.
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37
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Pilgrim EM, Darling JA. BIODIVERSITY RESEARCH: Genetic diversity in two introduced biofouling amphipods (Ampithoe valida & Jassa marmorata) along the Pacific North American coast: investigation into molecular identification and cryptic diversity. DIVERS DISTRIB 2010. [DOI: 10.1111/j.1472-4642.2010.00681.x] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
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Abstract
The extent to which the geographic distributions of marine organisms have been reshaped by human activities remains underappreciated, and so does, consequently, the impact of invasive species on marine ecosystems. The application of molecular genetic data in fields such as population genetics, phylogeography, and evolutionary biology have improved our ability to make inferences regarding invasion histories. Genetic methods have helped to resolve longstanding questions regarding the cryptogenic status of marine species, facilitated recognition of cryptic marine biodiversity, and provided means to determine the sources of introduced marine populations and to begin to recover the patterns of anthropogenic reshuffling of the ocean's biota. These approaches stand to aid materially in the development of effective management strategies and sustainable science-based policies. Continued advancements in the statistical analysis of genetic data promise to overcome some existing limitations of current approaches. Still other limitations will be best addressed by concerted collaborative and multidisciplinary efforts that recognize the important synergy between understanding the extent of biological invasions and coming to a more complete picture of both modern-day and historical marine biogeography.
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Affiliation(s)
- Jonathan B Geller
- Moss Landing Marine Laboratories, Moss Landing, California 95039, USA.
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Darling JA, Folino-Rorem NC. Genetic analysis across different spatial scales reveals multiple dispersal mechanisms for the invasive hydrozoan Cordylophora in the Great Lakes. Mol Ecol 2009; 18:4827-40. [PMID: 19889038 DOI: 10.1111/j.1365-294x.2009.04405.x] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Discerning patterns of post-establishment spread by invasive species is critically important for the design of effective management strategies and the development of appropriate theoretical models predicting spatial expansion of introduced populations. The globally invasive colonial hydrozoan Cordylophora produces propagules both sexually and vegetatively and is associated with multiple potential dispersal mechanisms, making it a promising system to investigate complex patterns of population structure generated throughout the course of rapid range expansion. Here, we explore genetic patterns associated with the spread of this taxon within the North American Great Lakes basin. We collected intensively from eight harbours in the Chicago area in order to conduct detailed investigation of local population expansion. In addition, we collected from Lakes Michigan, Erie, and Ontario, as well as Lake Cayuga in the Finger Lakes of upstate New York in order to assess genetic structure on a regional scale. Based on data from eight highly polymorphic microsatellite loci we examined the spatial extent of clonal genotypes, assessed levels of neutral genetic diversity, and explored patterns of migration and dispersal at multiple spatial scales through assessment of population level genetic differentiation (pairwise F(ST) and factorial correspondence analysis), Bayesian inference of population structure, and assignment tests on individual genotypes. Results of these analyses indicate that Cordylophora populations in this region spread predominantly through sexually produced propagules, and that while limited natural larval dispersal can drive expansion locally, regional expansion likely relies on anthropogenic dispersal vectors.
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Affiliation(s)
- John A Darling
- National Exposure Research Laboratory, United States Environmental Protection Agency, 26 West Martin Luther King Drive, Cincinnati OH 45208, USA.
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Reitzel AM, Darling JA, Sullivan JC, Finnerty JR. Global population genetic structure of the starlet anemone Nematostella vectensis: multiple introductions and implications for conservation policy. Biol Invasions 2007. [DOI: 10.1007/s10530-007-9196-8] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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41
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Roman J, Darling JA. Paradox lost: genetic diversity and the success of aquatic invasions. Trends Ecol Evol 2007; 22:454-64. [PMID: 17673331 DOI: 10.1016/j.tree.2007.07.002] [Citation(s) in RCA: 450] [Impact Index Per Article: 26.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2007] [Revised: 06/15/2007] [Accepted: 07/09/2007] [Indexed: 11/17/2022]
Abstract
There is mounting evidence that reduced genetic diversity in invasive populations is not as commonplace as expected. Recent studies indicate that high propagule vectors, such as ballast water and shellfish transplantations, and multiple introductions contribute to the elimination of founder effects in the majority of successful aquatic invasions. Multiple introductions, in particular, can promote range expansion of introduced populations through both genetic and demographic mechanisms. Closely related to vectors and corridors of introduction, propagule pressure can play an important role in determining the genetic outcome of introduction events. Even low-diversity introductions have numerous means of avoiding the negative impact of diversity loss. The interaction of high propagule vectors and multiple introductions reveal important patterns associated with invasion success and deserve closer scrutiny.
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Affiliation(s)
- Joe Roman
- Gund Institute for Ecological Economics, University of Vermont, 617 Main Street, Burlington, VT 05443, USA.
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Abstract
In recent years, a handful of model systems from the basal metazoan phylum Cnidaria have emerged to challenge long-held views on the evolution of animal complexity. The most-recent, and in many ways most-promising addition to this group is the starlet sea anemone, Nematostella vectensis. The remarkable amenability of this species to laboratory manipulation has already made it a productive system for exploring cnidarian development, and a proliferation of molecular and genomic tools, including the currently ongoing Nematostella genome project, further enhances the promise of this species. In addition, the facility with which Nematostella populations can be investigated within their natural ecological context suggests that this model may be profitably expanded to address important questions in molecular and evolutionary ecology. In this review, we explore the traits that make Nematostella exceptionally attractive as a model organism, summarize recent research demonstrating the utility of Nematostella in several different contexts, and highlight a number of developments likely to further increase that utility in the near future.
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Darling JA, Reitzel AM, Finnerty JR. Regional population structure of a widely introduced estuarine invertebrate: Nematostella vectensis Stephenson in New England. Mol Ecol 2004; 13:2969-81. [PMID: 15367113 DOI: 10.1111/j.1365-294x.2004.02313.x] [Citation(s) in RCA: 49] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Nematostella vectensis is an infaunal anemone occurring in salt marshes, lagoons and other estuarine habitats in North America and the United Kingdom. Although it is considered rare and receives protection in England, it is widely distributed and abundant in the United States, particularly along the Atlantic coast. Recent studies suggest that both anthropogenic dispersal and reproductive plasticity may significantly influence the genetic structure of N. vectensis populations. Amplified fragment length polymorphism (AFLP) fingerprinting of individuals from nine populations in the northeastern United States indicates that stable populations are maintained by both asexual and sexual reproduction; in some cases asexually reproducing lineages exist within sexually reproducing populations. F statistics reveal extraordinarily high degrees of genetic differentiation between populations, even those separated by very short distances (less than 100 m). Genetic distances show little to no correlation with geographical distances, consistent with a role for sporadic, geographically discontinuous dispersal coupled with limited gene flow. No single genotype was found at more than one site, despite apparent homogeneity of habitat. In contrast with reported genotypic distributions for Nematostella in the United Kingdom, where a single clonal genotype dominates at multiple sites through southern England, our data thus fail to support the hypothesis of a general-purpose genotype in the northeastern United States. However, they are consistent with important roles for reproductive plasticity, sporadic introductions and complex local population dynamics in determining the global and regional distribution of this species.
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Affiliation(s)
- J A Darling
- Department of Biology, Boston University, 5 Cummington Street, Boston, MA 02215, USA
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Chaudhary K, Darling JA, Fohl LM, Sullivan WJ, Donald RGK, Pfefferkorn ER, Ullman B, Roos DS. Purine salvage pathways in the apicomplexan parasite Toxoplasma gondii. J Biol Chem 2004; 279:31221-7. [PMID: 15140885 DOI: 10.1074/jbc.m404232200] [Citation(s) in RCA: 83] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
We have exploited a variety of molecular genetic, biochemical, and genomic techniques to investigate the roles of purine salvage enzymes in the protozoan parasite Toxoplasma gondii. The ability to generate defined genetic knockouts and target transgenes to specific loci demonstrates that T. gondii uses two (and only two) pathways for purine salvage, defined by the enzymes hypoxanthine-xanthine-guanine phosphoribosyltransferase (HXGPRT) and adenosine kinase (AK). Both HXGPRT and AK are single-copy genes, and either one can be deleted, indicating that either one of these pathways is sufficient to meet parasite purine requirements. Fitness defects suggest both pathways are important for the parasite, however, and that the salvage of adenosine is more important than salvage of hypoxanthine and other purine nucleobases. HXGPRT and AK cannot be deleted simultaneously unless one of these enzymes is provided in trans, indicating that alternative routes of functionally significant purine salvage are lacking. Despite previous reports to the contrary, we found no evidence of adenine phosphoribosyltransferase (APRT) activity when parasites were propagated in APRT-deficient host cells, and no APRT ortholog is evident in the T. gondii genome. Expression of Leishmania donovani APRT in transgenic T. gondii parasites yielded low levels of activity but did not permit genetic deletion of both HXGPRT and AK. A detailed comparative genomic study of the purine salvage pathway in various apicomplexan species highlights important differences among these parasites.
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Affiliation(s)
- Kshitiz Chaudhary
- Department of Biology, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
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Darling JA, Sullivan WJ, Carter D, Ullman B, Roos DS. Recombinant expression, purification, and characterization of Toxoplasma gondii adenosine kinase. Mol Biochem Parasitol 1999; 103:15-23. [PMID: 10514077 DOI: 10.1016/s0166-6851(99)00109-7] [Citation(s) in RCA: 40] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Toxoplasma gondii lacks the capacity to synthesize purines de novo, and adenosine kinase (AK)-mediated phosphorylation of salvaged adenosine provides the major route of purine acquisition by this parasite. T. gondii AK thus represents a promising target for rational design of antiparasitic compounds. In order to further our understanding of this therapeutically relevant enzyme, an AK cDNA from T. gondii was overexpressed in E. coli using the pBAce expression system, and the recombinant protein was purified to apparent homogeneity using conventional protein purification techniques. Kinetic analysis of TgAK revealed Km values of 1.9 microM for adenosine and 54.4 microM for ATP, with a k(cat) of 26.1 min(-1). Other naturally occurring purine nucleosides, nucleobases, and ribose did not significantly inhibit adenosine phosphorylation, but inhibition was observed using certain purine nucleoside analogs. Adenine arabinoside (AraA), 4-nitrobenzylthioinosine (NBMPR), and 7-deazaadenosine (tubercidin) were all shown to be substrates of T. gondii AK. Transgenic AK knock-out parasites were resistant to these compounds in cell culture assays, consistent with their proposed action as subversive substrates in vivo.
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Affiliation(s)
- J A Darling
- Department of Biology, University of Pennsylvania, Philadelphia 19104, USA
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Abstract
Hypothyroidism and Sweet's syndrome occurring together were diagnosed in a 33 year old woman. This association is uncommon, but may be underdiagnosed and underreported.
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Abstract
An adult woman with pseudopseudohypoparathyroidism had a child with normal calcium and parathyroid hormone concentrations and cyclic AMP response to injected parathyroid hormone in infancy. By 2.5 years he had features of pseudohypoparathyroidism with raised parathyroid hormone and 'flat' cyclic AMP response. This is the first documented case of a change in parathyroid hormone responsiveness. The abnormal cyclic AMP response to parathyroid hormone in pseudohypoparathyroidism can evolve during childhood.
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Affiliation(s)
- D G Barr
- Royal Hospital for Sick Children, Edinburgh
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Abstract
Highly purified bovine parathyroid hormone (PTH) was given by intravenous bolus injection to patients being investigated for disorders of mineral metabolism, and to adult volunteer controls. Plasma cyclic AMP measured basally and at 10 min gave reliable discrimination between the normal response and cases of pseudohypoparathyroidism. Infants under 3 months of age tended to have higher basal levels of cAMP and a flatter pattern of response to the dose of PTH used. This simplified test procedure in children offers considerable advantages over previous tests of PTH responsiveness which involve urine collections and multiple blood sampling. It is suitable for selective screening of individuals suspected of pseudohypoparathyroidism on the basis of their family history or physical abnormalities.
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Affiliation(s)
- H F Stirling
- Royal Hospital for Sick Children, Edinburgh, Scotland, UK
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Nielsen CT, Skakkebaek NE, Darling JA, Hunter WM, Richardson DW, Jørgensen M, Keiding N. Longitudinal study of testosterone and luteinizing hormone (LH) in relation to spermarche, pubic hair, height and sitting height in normal boys. Acta Endocrinol Suppl (Copenh) 1986; 279:98-106. [PMID: 3465183 DOI: 10.1530/acta.0.112s098] [Citation(s) in RCA: 20] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
In a 7-year longitudinal study of 40 normal boys, initially aged 8.6-11.7 years, 24-h urine samples were collected every 3 months and analysed for LH and testosterone as well as for the presence of spermatozoa (spermaturia). Spermarche (onset of the release of spermatozoa) was estimated on the basis of age at the first observed spermaturia. Physical examination, including measurements of height and sitting height and staging of pubic hair (Tanner stage) was performed every 6 months. Spermarche occurred early in puberty when the median pubic hair stage was 2.5. Urinary testosterone did not reach maximum levels until approximately 2 years after spermarche. Peak height velocity occurred when urinary testosterone levels were low, 1-2 years before adult levels of testosterone were attained. Our results support the proposition that low levels of testosterone have a predominantly growth-promoting effect, whilst higher concentrations have an inhibitory effect on height spurt.
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Nielsen CT, Skakkebaek NE, Richardson DW, Darling JA, Hunter WM, Jørgensen M, Nielsen A, Ingerslev O, Keiding N, Müller J. Onset of the release of spermatozoa (spermarche) in boys in relation to age, testicular growth, pubic hair, and height. J Clin Endocrinol Metab 1986; 62:532-5. [PMID: 3944237 DOI: 10.1210/jcem-62-3-532] [Citation(s) in RCA: 170] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
The onset of production of spermatozoa (spermarche) is the basis for achievement of reproductive capacity in men. We collected 24-h urine samples every 3 months in a 7-yr longitudinal study of 40 normal boys initially aged 8.6-11.7 yr. After centrifugation, the urine was analyzed for the presence of spermatozoa by microscopic examination, and spermarche was estimated on the basis of age at first observed spermaturia. The results were corrected for the intermittent occurrence of spermatozoa in the urine after first observed spermaturia and the fact that the urine samples were collected quarterly. In addition, physical examination, including determination of testicular size by orchidometer measurement, pubic hair distribution (Tanner stage), and height, was carried out every 6 months. Spermarche occurred at a median age of 13.4 yr (range, 11.7-15.3 yr), at a time when testicular size was 4.7-19.6 ml (median, 11.5 ml), and pubic hair distribution was 1-5 (median, 2.5). In most boys, spermarche preceded the age of peak height velocity (median, 13.8 yr; range, 12.2-15.2 yr); at the time of spermarche, median peak height growth velocity was 9.9 cm/yr (range, 7.5-13.4 cm/yr), and median height was 160.4 cm (range, 151.7-175.9 cm). We conclude that spermarche is an early pubertal event and that a wide variation in testicular size and secondary sex characteristics is found at that time. In particular, spermarche may occur when little or no pubic hair has developed, and the testes have grown only slightly.
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