1
|
Lim KK, Angulo‐Preckler C, Hempel CA, Qurban MA, Pieribone VA, Duarte CM. Benthic Feeding and Diet Partitioning in Red Sea Mesopelagic Fish Resolved Through DNA Metabarcoding and ROV Footage. Ecol Evol 2025; 15:e71091. [PMID: 40051458 PMCID: PMC11884935 DOI: 10.1002/ece3.71091] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2024] [Revised: 02/05/2025] [Accepted: 02/21/2025] [Indexed: 03/09/2025] Open
Abstract
Mesopelagic fish are among the most abundant vertebrates on Earth and play a crucial role in carbon sequestration through their daily vertical migration. However, their dietary ecology remains poorly understood, especially in the Red Sea, limiting our grasp of their trophic interactions and ecological roles. This study investigates the dietary composition of two common mesopelagic fish species in the Red Sea, the lanternfish (Benthosema taxa) and the endemic lightfish (Vinciguerria mabahiss), using DNA metabarcoding of the mitochondrial COI marker, supplemented by remotely operated vehicle (ROV) video observations. Our findings show that V. mabahiss exhibits higher prey diversity compared to Benthosema taxa, suggesting a more generalist feeding strategy. Both species primarily consume copepods, likely due to the high abundance of copepods in the upper 200 m of the Red Sea. Despite this commonality, distinct dietary niches were observed: Benthosema taxa consumes significant amounts of molluscs, followed by annelids and echinoderms, while V. mabahiss occasionally consumes gelatinous prey such as hydrozoans and scyphozoans. Notably, our ROV video footage demonstrates that these mesopelagic fish engage in benthic feeding on the continental slope, a behavior rarely documented. By consuming and redistributing organic material through their diel vertical migrations, mesopelagic fish contribute to the biological carbon pump, with important implications for carbon sequestration processes in the ocean. Future studies integrating DNA metabarcoding with stable isotope analysis could provide deeper insights into dietary partitioning and the ecological contributions of these mesopelagic fish species to the Red Sea ecosystem and beyond.
Collapse
Affiliation(s)
- Kah Kheng Lim
- Marine Science Program, Biological and Environmental Science and Engineering DivisionKing Abdullah University of Science and Technology (KAUST)ThuwalKingdom of Saudi Arabia
| | - Carlos Angulo‐Preckler
- Marine Science Program, Biological and Environmental Science and Engineering DivisionKing Abdullah University of Science and Technology (KAUST)ThuwalKingdom of Saudi Arabia
| | - Christopher A. Hempel
- Marine Science Program, Biological and Environmental Science and Engineering DivisionKing Abdullah University of Science and Technology (KAUST)ThuwalKingdom of Saudi Arabia
| | | | | | - Carlos M. Duarte
- Marine Science Program, Biological and Environmental Science and Engineering DivisionKing Abdullah University of Science and Technology (KAUST)ThuwalKingdom of Saudi Arabia
| |
Collapse
|
2
|
Brandl SJ, Yan HF, Casey JM, Schiettekatte NMD, Renzi JJ, Mercière A, Morat F, Côté IM, Parravicini V. A seascape dichotomy in the role of small consumers for coral reef energy fluxes. Ecology 2025; 106:e70065. [PMID: 40125610 DOI: 10.1002/ecy.70065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2024] [Revised: 01/09/2025] [Accepted: 02/05/2025] [Indexed: 03/25/2025]
Abstract
Biogeochemical fluxes through ecological communities underpin the functioning of ecosystems worldwide. These fluxes are often heavily influenced by small-bodied consumers, such as insects, worms, mollusks, or small vertebrates, which transfer energy and nutrients from autotrophic sources to larger animals. Although coral reefs are one of the most productive ecosystems in the world, we know relatively little about how small consumers make energy available to larger predators and how their roles may vary across reefs. Here, we use community-scale collections of small, bottom-dwelling ("cryptobenthic") reef fishes along with size spectrum analyses, stable isotopes, and demographic modeling to examine their role in harnessing and transferring carbon in two distinct coral reef habitats. Using a comprehensive dataset from Mo'orea (French Polynesia), we demonstrate that, despite only being separated by a narrow reef crest, forereef and backreef habitats harbor distinct communities of cryptobenthic fishes that play vastly divergent roles in carbon transfer. Forereef communities in Mo'orea are depauperate, largely consisting of predatory and planktivorous species that have comparatively high standing biomass (both individually and collectively). In these communities, the combination of size spectra and isotope values suggests important contributions of pelagic subsidies, but the rate of biomass production and turnover (i.e., the rate at which biomass is replenished) is relatively low. In contrast, cryptobenthic fish communities in the backreef are characterized by high abundances of the smallest bodied species, forming a traditional bottom-heavy trophic pyramid that is fueled by benthic autotrophs. In these communities, benthic productivity fuels rapid production and turnover of fish biomass, while pelagic energy channels are notably less productive. Our integrative approach demonstrates the utility of combining multiple methods (e.g., isotopically informed demographic models) to trace energy fluxes through small consumer communities in complex ecosystems. Furthermore, our results highlight that coral reef productivity dynamics are highly habitat-dependent and the role of the smallest coral reef consumers may be most pronounced in shallow systems with limited connectivity to the open ocean.
Collapse
Affiliation(s)
- Simon J Brandl
- Department of Marine Science, The University of Texas at Austin, Marine Science Institute, Port Aransas, Texas, USA
| | - Helen F Yan
- College of Science and Engineering, James Cook University, Townsville, Queensland, Australia
| | - Jordan M Casey
- Department of Marine Science, The University of Texas at Austin, Marine Science Institute, Port Aransas, Texas, USA
| | - Nina M D Schiettekatte
- Hawai'i Institute of Marine Biology, University of Hawai'i at Mānoa, Kāne'ohe, Hawaii, USA
| | - Julianna J Renzi
- Department of Ecology, Evolution, and Marine Biology, University of California, Santa Barbara, Santa Barbara, California, USA
| | - Alexandre Mercière
- PSL Université Paris: EPHE-UPVD-CNRS, UAR 3278 CRIOBE, Université de Perpignan, Perpignan, Pyrénées-Orientales, France
| | - Fabien Morat
- PSL Université Paris: EPHE-UPVD-CNRS, UAR 3278 CRIOBE, Université de Perpignan, Perpignan, Pyrénées-Orientales, France
| | - Isabelle M Côté
- Department of Biological Sciences, Simon Fraser University, Burnaby, British Columbia, Canada
| | - Valeriano Parravicini
- PSL Université Paris: EPHE-UPVD-CNRS, UAR 3278 CRIOBE, Université de Perpignan, Perpignan, Pyrénées-Orientales, France
| |
Collapse
|
3
|
Couëdel M, Dettai A, Guillaume MMM, Bonillo C, Frattini B, Bruggemann JH. Settlement patterns and temporal successions of coral reef cryptic communities affect diversity assessments using autonomous reef monitoring structures (ARMS). Sci Rep 2024; 14:27061. [PMID: 39511226 PMCID: PMC11543703 DOI: 10.1038/s41598-024-76834-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Accepted: 10/17/2024] [Indexed: 11/15/2024] Open
Abstract
Autonomous Reef Monitoring Structures (ARMS) are used worldwide to assess cryptic diversity, especially on coral reefs. They were developed as standardised tools, yet conditions of deployment, such as immersion duration and/or deployment and retrieval seasons, vary among studies. Here we studied temporal and seasonal variability in coral reef cryptic communities sampled with 15 ARMS on a single coral reef slope site at Reunion Island, Southwest Indian Ocean. Settlement patterns and temporal succession of Eukaryote communities were investigated across three immersion times (6 months, 1 year, 2 years), two immersion seasons (hot vs. cool) and three fractions (500-2000 μm, 106-500 μm, sessile) using two genetic markers (18S, COI). Both markers detected different taxa with different resolutions, but broadly similar patterns of community composition and structure. While OTU diversity of communities did not change with immersion time and season, these parameters significantly affected community structure and composition. Our results showed a decrease of the similarity of ARMS communities with duration of immersion, and a strong temporal turnover of species with only a small proportion of the diversity persisting over time. The small proportion of OTUs assigned at phylum level highlights the uniqueness of the Mascarene cryptobiome.
Collapse
Affiliation(s)
- Marion Couëdel
- UMR 9220 ENTROPIE (Université de La Réunion, IRD, IFREMER, Université de Nouvelle-Calédonie, CNRS), Université de La Réunion, 97400, Saint-Denis, La Réunion, France.
| | - Agnes Dettai
- UMR 7205 ISYEB (MNHN, CNRS, Sorbonne Université, EPHE, Université des Antilles), Muséum national d'Histoire naturelle (MNHN), 75005, Paris, France
| | - Mireille M M Guillaume
- UMR 8067 BOrEA (MNHN, CNRS 2030, Sorbonne Université, IRD 207, Université de Caen Normandie, Université des Antilles), Muséum national d'Histoire naturelle (MNHN), 75005, Paris, France
- LabEx CORAIL, Université de Perpignan, 66860, Perpignan, France
| | - Céline Bonillo
- UMR 8067 BOrEA (MNHN, CNRS 2030, Sorbonne Université, IRD 207, Université de Caen Normandie, Université des Antilles), Muséum national d'Histoire naturelle (MNHN), 75005, Paris, France
| | - Baptiste Frattini
- UMR 9220 ENTROPIE (Université de La Réunion, IRD, IFREMER, Université de Nouvelle-Calédonie, CNRS), Université de La Réunion, 97400, Saint-Denis, La Réunion, France
- UMR 8067 BOrEA (MNHN, CNRS 2030, Sorbonne Université, IRD 207, Université de Caen Normandie, Université des Antilles), Muséum national d'Histoire naturelle (MNHN), 75005, Paris, France
| | - J Henrich Bruggemann
- UMR 9220 ENTROPIE (Université de La Réunion, IRD, IFREMER, Université de Nouvelle-Calédonie, CNRS), Université de La Réunion, 97400, Saint-Denis, La Réunion, France
- LabEx CORAIL, Université de Perpignan, 66860, Perpignan, France
| |
Collapse
|
4
|
Van Wert JC, Birnie-Gauvin K, Gallagher J, Hardison EA, Landfield K, Burkepile DE, Eliason EJ. Despite plasticity, heatwaves are costly for a coral reef fish. Sci Rep 2024; 14:13320. [PMID: 38858427 PMCID: PMC11164959 DOI: 10.1038/s41598-024-63273-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Accepted: 05/27/2024] [Indexed: 06/12/2024] Open
Abstract
Climate change is intensifying extreme weather events, including marine heatwaves, which are prolonged periods of anomalously high sea surface temperature that pose a novel threat to aquatic animals. Tropical animals may be especially vulnerable to marine heatwaves because they are adapted to a narrow temperature range. If these animals cannot acclimate to marine heatwaves, the extreme heat could impair their behavior and fitness. Here, we investigated how marine heatwave conditions affected the performance and thermal tolerance of a tropical predatory fish, arceye hawkfish (Paracirrhites arcatus), across two seasons in Moorea, French Polynesia. We found that the fish's daily activities, including recovery from burst swimming and digestion, were more energetically costly in fish exposed to marine heatwave conditions across both seasons, while their aerobic capacity remained the same. Given their constrained energy budget, these rising costs associated with warming may impact how hawkfish prioritize activities. Additionally, hawkfish that were exposed to hotter temperatures exhibited cardiac plasticity by increasing their maximum heart rate but were still operating within a few degrees of their thermal limits. With more frequent and intense heatwaves, hawkfish, and other tropical fishes must rapidly acclimate, or they may suffer physiological consequences that alter their role in the ecosystem.
Collapse
Affiliation(s)
- Jacey C Van Wert
- Department of Ecology, Evolution & Marine Biology, University of California, Santa Barbara, CA, 93106, USA.
| | - Kim Birnie-Gauvin
- Department of Ecology, Evolution & Marine Biology, University of California, Santa Barbara, CA, 93106, USA
- Section for Freshwater Fisheries and Ecology, National Institute of Aquatic Resources, Technical University of Denmark, Silkeborg, Denmark
| | - Jordan Gallagher
- Department of Ecology, Evolution & Marine Biology, University of California, Santa Barbara, CA, 93106, USA
| | - Emily A Hardison
- Department of Ecology, Evolution & Marine Biology, University of California, Santa Barbara, CA, 93106, USA
| | - Kaitlyn Landfield
- Department of Ecology, Evolution & Marine Biology, University of California, Santa Barbara, CA, 93106, USA
| | - Deron E Burkepile
- Department of Ecology, Evolution & Marine Biology, University of California, Santa Barbara, CA, 93106, USA
- Marine Science Institute, University of California, Santa Barbara, Santa Barbara, CA, 93106, USA
| | - Erika J Eliason
- Department of Ecology, Evolution & Marine Biology, University of California, Santa Barbara, CA, 93106, USA
| |
Collapse
|
5
|
DiBattista JD, Liu SYV, De Brauwer M, Wilkinson SP, West K, Koziol A, Bunce M. Gut content metabarcoding of specialized feeders is not a replacement for environmental DNA assays of seawater in reef environments. PeerJ 2023; 11:e16075. [PMID: 37790632 PMCID: PMC10542274 DOI: 10.7717/peerj.16075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Accepted: 08/20/2023] [Indexed: 10/05/2023] Open
Abstract
In tropical marine ecosystems, the coral-based diet of benthic-feeding reef fishes provides a window into the composition and health of coral reefs. In this study, for the first time, we compare multi-assay metabarcoding sequences of environmental DNA (eDNA) isolated from seawater and partially digested gut items from an obligate corallivore butterflyfish (Chaetodon lunulatus) resident to coral reef sites in the South China Sea. We specifically tested the proportional and statistical overlap of the different approaches (seawater vs gut content metabarcoding) in characterizing eukaryotic community composition on coral reefs. Based on 18S and ITS2 sequence data, which differed in their taxonomic sensitivity, we found that gut content detections were only partially representative of the eukaryotic communities detected in the seawater based on low levels of taxonomic overlap (3 to 21%) and significant differences between the sampling approaches. Overall, our results indicate that dietary metabarcoding of specialized feeders can be complimentary to, but is no replacement for, more comprehensive environmental DNA assays of reef environments that might include the processing of different substrates (seawater, sediment, plankton) or traditional observational surveys. These molecular assays, in tandem, might be best suited to highly productive but cryptic oceanic environments (kelp forests, seagrass meadows) that contain an abundance of organisms that are often small, epiphytic, symbiotic, or cryptic.
Collapse
Affiliation(s)
- Joseph D. DiBattista
- School of Molecular and Life Sciences, Curtin University, Perth, WA, Australia
- Australian Museum Research Institute, Australian Museum, Sydney, NSW, Australia
| | - Shang Yin Vanson Liu
- Department of Marine Biotechnology and Resources, National Sun Yat-Sen University, Kaohsiung, Taiwan
| | | | - Shaun P. Wilkinson
- School of Biological Sciences, Victoria University of Wellington, Wellington, New Zealand
| | - Katrina West
- CSIRO Australian National Fish Collection, CSIRO, Hobart, TAS, Australia
| | - Adam Koziol
- School of Molecular and Life Sciences, Curtin University, Perth, WA, Australia
- Department of Clinical Medicine, Aalborg University, Copenhagen, Denmark
| | - Michael Bunce
- Institute of Environmental Science and Research, Kenepuru, Porirua, New Zealand
| |
Collapse
|
6
|
Clerissi C, Luo X, Lucasson A, Mortaza S, de Lorgeril J, Toulza E, Petton B, Escoubas JM, Dégremont L, Gueguen Y, Destoumieux-Garzόn D, Jacq A, Mitta G. A core of functional complementary bacteria infects oysters in Pacific Oyster Mortality Syndrome. Anim Microbiome 2023; 5:26. [PMID: 37138356 PMCID: PMC10155333 DOI: 10.1186/s42523-023-00246-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Accepted: 04/03/2023] [Indexed: 05/05/2023] Open
Abstract
BACKGROUND The Pacific oyster Crassostrea gigas is one of the main cultivated invertebrate species worldwide. Since 2008, oyster juveniles have been confronted with a lethal syndrome known as the Pacific Oyster Mortality Syndrome (POMS). POMS is a polymicrobial disease initiated by a primary infection with the herpesvirus OsHV-1 µVar that creates an oyster immunocompromised state and evolves towards a secondary fatal bacteremia. RESULTS In the present article, we describe the implementation of an unprecedented combination of metabarcoding and metatranscriptomic approaches to show that the sequence of events in POMS pathogenesis is conserved across infectious environments. We also identified a core bacterial consortium which, together with OsHV-1 µVar, forms the POMS pathobiota. This bacterial consortium is characterized by high transcriptional activities and complementary metabolic functions to exploit host's resources. A significant metabolic specificity was highlighted at the bacterial genus level, suggesting low competition for nutrients between members of the core bacteria. CONCLUSIONS Lack of metabolic competition between the core bacteria might favor complementary colonization of host tissues and contribute to the conservation of the POMS pathobiota across distinct infectious environments.
Collapse
Affiliation(s)
- Camille Clerissi
- IHPE, Université de Montpellier, CNRS, Ifremer, Université de Perpignan Via Domitia, Place E. Bataillon, CC080, 34095, Montpellier, France
- Université de Perpignan Via Domitia, 58 Avenue Paul Alduy, 66860, Perpignan, France
- CNRS, UAR 3278 CRIOBE, CRIOBE, EPHE, Université PSL, UPVD, 52 Avenue Paul Alduy, 66860, Perpignan Cedex, France
| | - Xing Luo
- CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), Université Paris-Saclay, 91198, Gif-Sur-Yvette, France
| | - Aude Lucasson
- IHPE, Université de Montpellier, CNRS, Ifremer, Université de Perpignan Via Domitia, Place E. Bataillon, CC080, 34095, Montpellier, France
- Université de Perpignan Via Domitia, 58 Avenue Paul Alduy, 66860, Perpignan, France
| | - Shogofa Mortaza
- CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), Université Paris-Saclay, 91198, Gif-Sur-Yvette, France
| | - Julien de Lorgeril
- IHPE, Université de Montpellier, CNRS, Ifremer, Université de Perpignan Via Domitia, Place E. Bataillon, CC080, 34095, Montpellier, France
- Université de Perpignan Via Domitia, 58 Avenue Paul Alduy, 66860, Perpignan, France
- Ifremer, IRD, Univ Nouvelle-Calédonie, Univ La Réunion, ENTROPIE, 98800, Nouméa, Nouvelle-Calédonie, France
| | - Eve Toulza
- IHPE, Université de Montpellier, CNRS, Ifremer, Université de Perpignan Via Domitia, Place E. Bataillon, CC080, 34095, Montpellier, France
- Université de Perpignan Via Domitia, 58 Avenue Paul Alduy, 66860, Perpignan, France
| | - Bruno Petton
- Ifremer, LEMAR UMR 6539, UBO, CNRS, IRD, Ifremer, 11 Presqu'île du Vivier, 29840, Argenton-en-Landunvez, France
| | - Jean-Michel Escoubas
- IHPE, Université de Montpellier, CNRS, Ifremer, Université de Perpignan Via Domitia, Place E. Bataillon, CC080, 34095, Montpellier, France
- Université de Perpignan Via Domitia, 58 Avenue Paul Alduy, 66860, Perpignan, France
| | - Lionel Dégremont
- Ifremer, SG2M, LGPMM, Avenue du Mus de Loup, 17930, La Tremblade, France
| | - Yannick Gueguen
- IHPE, Université de Montpellier, CNRS, Ifremer, Université de Perpignan Via Domitia, Place E. Bataillon, CC080, 34095, Montpellier, France
- Université de Perpignan Via Domitia, 58 Avenue Paul Alduy, 66860, Perpignan, France
- CNRS, Ifremer, IRD, MARBEC, Univ Montpellier, Sète, France
| | - Delphine Destoumieux-Garzόn
- IHPE, Université de Montpellier, CNRS, Ifremer, Université de Perpignan Via Domitia, Place E. Bataillon, CC080, 34095, Montpellier, France
- Université de Perpignan Via Domitia, 58 Avenue Paul Alduy, 66860, Perpignan, France
| | - Annick Jacq
- CEA, CNRS, Institute for Integrative Biology of the Cell (I2BC), Université Paris-Saclay, 91198, Gif-Sur-Yvette, France.
| | - Guillaume Mitta
- IHPE, Université de Montpellier, CNRS, Ifremer, Université de Perpignan Via Domitia, Place E. Bataillon, CC080, 34095, Montpellier, France.
- Université de Perpignan Via Domitia, 58 Avenue Paul Alduy, 66860, Perpignan, France.
- Ifremer, IRD, ILM, Université de Polynésie Française, UMR 241, Vairao, French Polynesia.
| |
Collapse
|
7
|
Korry BJ, Belenky P. Trophic level and proteobacteria abundance drive antibiotic resistance levels in fish from coastal New England. Anim Microbiome 2023; 5:16. [PMID: 36879316 PMCID: PMC9990352 DOI: 10.1186/s42523-023-00236-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Accepted: 02/19/2023] [Indexed: 03/08/2023] Open
Abstract
BACKGROUND The natural marine environment represents a vast reservoir of antimicrobial resistant bacteria. The wildlife that inhabits this environment plays an important role as the host to these bacteria and in the dissemination of resistance. The relationship between host diet, phylogeny, and trophic level and the microbiome/resistome in marine fish is not fully understood. To further explore this relationship, we utilize shotgun metagenomic sequencing to define the gastrointestinal tract microbiomes of seven different marine vertebrates collected in coastal New England waters. RESULTS We identify inter and intraspecies differences in the gut microbiota of these wild marine fish populations. Furthermore, we find an association between antibiotic resistance genes and host dietary guild, which suggests that higher trophic level organisms have a greater abundance of resistance genes. Additionally, we demonstrate that antibiotic resistance gene burden is positively correlated with Proteobacteria abundance in the microbiome. Lastly, we identify dietary signatures within the gut of these fish and find evidence of possible dietary selection for bacteria with specific carbohydrate utilization potential. CONCLUSIONS This work establishes a link between host lifestyle/dietary guild, and microbiome composition and the abundance of antibiotic resistance genes within the gastrointestinal tract of marine organisms. We expand the current understanding of marine organism-associated microbial communities and their role as reservoirs of antimicrobial resistance genes.
Collapse
Affiliation(s)
- Benjamin J Korry
- Department of Molecular Microbiology and Immunology, Brown University, Providence, RI, 02906, USA
| | - Peter Belenky
- Department of Molecular Microbiology and Immunology, Brown University, Providence, RI, 02906, USA.
| |
Collapse
|
8
|
Pragmatic applications of DNA barcoding markers in identification of fish species – a review. ANNALS OF ANIMAL SCIENCE 2023. [DOI: 10.2478/aoas-2022-0073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/10/2023]
Abstract
Abstract
DNA barcoding and mini barcoding involve Cytochrome Oxidase Subunit I (COI) gene in mitochondrial genome and is used for accurate identification of species and biodiversity. The basic goal of the current study is to develop a complete reference database of fishes. It also evaluates the applicability of COI gene to identify fish at the species level with other aspects i.e., as Kimura 2 parameter (K2P) distance. The mean observed length of the sequence was ranging between 500 to 700 base pairs for fish species in DNA barcoding and 80 to 650 base pairs for DNA mini barcoding. This method describes the status of known to unknown samples but it also facilitates the detection of previously un-sampled species at distinct level. So, mini-barcoding is a method focuses on the analysis of short-length DNA markers has been demonstrated to be effective for species identification of processed food containing degraded DNA. While DNA meta-barcoding refers to the automated identification of multiple species from a single bulk sample. The may contain entire organisms or a single environmental sample containing degraded DNA. Despite DNA barcoding, mini barcoding and meta-barcoding are efficient methods for species identification which are helpful in conservation and proper management of biodiversity. It aids researchers to take an account of genetic as well as evolutionary relationships by collecting their morphological, distributional and molecular data. Overall, this paper discusses DNA barcoding technology and how it has been used to various fish species, as well as its universality, adaptability, and novel approach to DNA-based species identification.
Collapse
|
9
|
Homma C, Inokuchi D, Nakamura Y, Uy WH, Ohnishi K, Yamaguchi H, Adachi M. Effectiveness of blocking primers and a peptide nucleic acid (PNA) clamp for 18S metabarcoding dietary analysis of herbivorous fish. PLoS One 2022; 17:e0266268. [PMID: 35442965 PMCID: PMC9020718 DOI: 10.1371/journal.pone.0266268] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2021] [Accepted: 03/17/2022] [Indexed: 11/18/2022] Open
Abstract
The structure of food webs and carbon flow in aquatic ecosystems can be better understood by studying contributing factors such as the diets of herbivorous fish. Metabarcoding using a high-throughput sequencer has recently been used to clarify prey organisms of various fish except herbivorous fish. Since sequences of predator fish have dominated in sequences obtained by metabarcoding, we investigated a method for suppressing the amplification of fish DNA by using a blocking primer or peptide nucleic acid (PNA) clamp to determine the prey organisms of herbivorous fish. We designed three blocking primers and one PNA clamp that anneal to fish-specific sequences and examined how efficient they were in suppressing DNA amplification in various herbivorous fish. The results showed that the PNA clamp completely suppressed fish DNA amplification, and one of the blocking primers suppressed fish DNA amplification but less efficiently than the PNA clamp. Finally, we conducted metabarcoding using mock community samples as templates to determine whether the blocking primer or the PNA clamp was effective in suppressing fish DNA amplification. The results showed that the PNA clamp suppressed 99.3%-99.9% of fish DNA amplification, whereas the blocking primer suppressed 3.3%-32.9%. Therefore, we propose the application of the PNA clamp for clarifying the prey organisms and food preferences of various herbivorous fish.
Collapse
Affiliation(s)
- Chiho Homma
- The United Graduate School of Agricultural Sciences, Ehime University, Matsuyama, Japan
| | - Daiki Inokuchi
- Faculty of Agriculture and Marine Science, Kochi University, Nankoku, Kochi, Japan
| | - Yohei Nakamura
- Faculty of Agriculture and Marine Science, Kochi University, Nankoku, Kochi, Japan
| | - Wilfredo H. Uy
- Institute of Fisheries Research and Development, Mindanao State University at Naawan, Naawan, Misamis Oriental, Philippines
| | - Kouhei Ohnishi
- The United Graduate School of Agricultural Sciences, Ehime University, Matsuyama, Japan
- Faculty of Agriculture and Marine Science, Kochi University, Nankoku, Kochi, Japan
| | - Haruo Yamaguchi
- The United Graduate School of Agricultural Sciences, Ehime University, Matsuyama, Japan
- Faculty of Agriculture and Marine Science, Kochi University, Nankoku, Kochi, Japan
| | - Masao Adachi
- The United Graduate School of Agricultural Sciences, Ehime University, Matsuyama, Japan
- Faculty of Agriculture and Marine Science, Kochi University, Nankoku, Kochi, Japan
- * E-mail:
| |
Collapse
|
10
|
Wu Y, Ye Z, Feng P, Li R, Chen X, Tian X, Han R, Kakade A, Liu P, Li X. Limosilactobacillus fermentum JL-3 isolated from "Jiangshui" ameliorates hyperuricemia by degrading uric acid. Gut Microbes 2022; 13:1-18. [PMID: 33764849 PMCID: PMC8007157 DOI: 10.1080/19490976.2021.1897211] [Citation(s) in RCA: 100] [Impact Index Per Article: 33.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
Recent studies into the beneficial effects of fermented foods have shown that this class of foods are effective in managing hyperuricemia and gout. In this study, the uric acid (UA) degradation ability of Limosilactobacillus fermentum JL-3 strain, isolated from "Jiangshui" (a fermented Chinese food), was investigated. In vitro results showed that JL-3 strain exhibited high degradation capacity and selectivity toward UA. After oral administration to mice for 15 days, JL-3 colonization was continuously detected in the feces of mice. The UA level in urine of mice fed with JL-3 was similar with the control group mice. And the serum UA level of the former was significantly lower (31.3%) than in the control, further confirmed the UA-lowering effect of JL-3 strain. Limosilactobacillus fermentum JL-3 strain also restored some of the inflammatory markers and oxidative stress indicators (IL-1β, MDA, CRE, blood urea nitrogen) related to hyperuricemia, while the gut microbial diversity results showed that JL-3 could regulate gut microbiota dysbiosis caused by hyperuricemia. Therefore, the probiotic Limosilactobacillus fermentum JL-3 strain is effective in lowering UA levels in mice and could be used as a therapeutic adjunct agent in treating hyperuricemia.
Collapse
Affiliation(s)
- Ying Wu
- Gansu Key Laboratory of Biomonitoring and Bioremediation for Environmental Pollution, School of Life Sciences, Lanzhou University, Lanzhou, China,Ministry of Education Key Laboratory of Cell Activities and Stress Adaptations, School of Life Science, Lanzhou University, Lanzhou, China
| | - Ze Ye
- Gansu Key Laboratory of Biomonitoring and Bioremediation for Environmental Pollution, School of Life Sciences, Lanzhou University, Lanzhou, China
| | - Pengya Feng
- Ministry of Education Key Laboratory of Cell Activities and Stress Adaptations, School of Life Science, Lanzhou University, Lanzhou, China
| | - Rong Li
- Gansu Key Laboratory of Biomonitoring and Bioremediation for Environmental Pollution, School of Life Sciences, Lanzhou University, Lanzhou, China,Ministry of Education Key Laboratory of Cell Activities and Stress Adaptations, School of Life Science, Lanzhou University, Lanzhou, China
| | - Xiao Chen
- Ministry of Education Key Laboratory of Cell Activities and Stress Adaptations, School of Life Science, Lanzhou University, Lanzhou, China
| | - Xiaozhu Tian
- Gansu Key Laboratory of Biomonitoring and Bioremediation for Environmental Pollution, School of Life Sciences, Lanzhou University, Lanzhou, China,Ministry of Education Key Laboratory of Cell Activities and Stress Adaptations, School of Life Science, Lanzhou University, Lanzhou, China
| | - Rong Han
- Ministry of Education Key Laboratory of Cell Activities and Stress Adaptations, School of Life Science, Lanzhou University, Lanzhou, China
| | - Apurva Kakade
- Ministry of Education Key Laboratory of Cell Activities and Stress Adaptations, School of Life Science, Lanzhou University, Lanzhou, China
| | - Pu Liu
- Ministry of Education Key Laboratory of Cell Activities and Stress Adaptations, School of Life Science, Lanzhou University, Lanzhou, China,CONTACT Xiangkai Li Ministry of Education Key Laboratory of Cell Activities and Stress Adaptations, School of Life Science, Lanzhou University, Lanzhou, China
| | - Xiangkai Li
- Gansu Key Laboratory of Biomonitoring and Bioremediation for Environmental Pollution, School of Life Sciences, Lanzhou University, Lanzhou, China,Ministry of Education Key Laboratory of Cell Activities and Stress Adaptations, School of Life Science, Lanzhou University, Lanzhou, China
| |
Collapse
|
11
|
Liu G, Zhang S, Zhao X, Li C, Gong M. Advances and Limitations of Next Generation Sequencing in Animal Diet Analysis. Genes (Basel) 2021; 12:genes12121854. [PMID: 34946803 PMCID: PMC8701983 DOI: 10.3390/genes12121854] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Revised: 11/17/2021] [Accepted: 11/18/2021] [Indexed: 02/07/2023] Open
Abstract
Diet analysis is a critical content of animal ecology and the diet analysis methods have been constantly improving and updating. Contrary to traditional methods of high labor intensity and low resolution, the next generation sequencing (NGS) approach has been suggested as a promising tool for dietary studies, which greatly improves the efficiency and broadens the application range. Here we present a framework of adopting NGS and DNA metabarcoding into diet analysis, and discuss the application in aspects of prey taxa composition and structure, intra-specific and inter-specific trophic links, and the effects of animal feeding on environmental changes. Yet, the generation of NGS-based diet data and subsequent analyses and interpretations are still challenging with several factors, making it possible still not as widely used as might be expected. We suggest that NGS-based diet methods must be furthered, analytical pipelines should be developed. More application perspectives, including nutrient geometry, metagenomics and nutrigenomics, need to be incorporated to encourage more ecologists to infer novel insights on they work.
Collapse
Affiliation(s)
- Gang Liu
- Key Laboratory of Wetland Ecological Function and Restoration in Beijing City, Wetland Research Institute of Chinese Academy of Forestry Sciences, Beijing 100091, China; (G.L.); (X.Z.); (C.L.)
| | - Shumiao Zhang
- Beijing Milu Ecological Research Center, Beijing 100076, China;
| | - Xinsheng Zhao
- Key Laboratory of Wetland Ecological Function and Restoration in Beijing City, Wetland Research Institute of Chinese Academy of Forestry Sciences, Beijing 100091, China; (G.L.); (X.Z.); (C.L.)
| | - Chao Li
- Key Laboratory of Wetland Ecological Function and Restoration in Beijing City, Wetland Research Institute of Chinese Academy of Forestry Sciences, Beijing 100091, China; (G.L.); (X.Z.); (C.L.)
| | - Minghao Gong
- Key Laboratory of Wetland Ecological Function and Restoration in Beijing City, Wetland Research Institute of Chinese Academy of Forestry Sciences, Beijing 100091, China; (G.L.); (X.Z.); (C.L.)
- Correspondence: ; Tel.: +86-010-62884159
| |
Collapse
|
12
|
Lee CI, Wang FY, Liu MY, Chou TK, Liao TY. DNA metabarcoding for dietary analysis of Holland's carp (Spinibarbus hollandi) to evaluate the threat to native fishes in Taiwan. JOURNAL OF FISH BIOLOGY 2021; 99:1668-1676. [PMID: 34392529 DOI: 10.1111/jfb.14875] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Revised: 06/20/2021] [Accepted: 08/08/2021] [Indexed: 06/13/2023]
Abstract
DNA metabarcoding analysis for gut contents has been shown to compensate the disadvantage of traditionally morphological identification and offer higher resolution of prey items in an efficient way. Holland's carp (Spinibarbus hollandi) is a freshwater fish native to southern and eastern Taiwan. In the past two decades, this species has been introduced as a sport fish into the river basins of northern and western Taiwan. The large body size and active predation make it a potential threat for native fishes, but which native species are preyed by Holland's carp remains unknown. In this study, the diet from the gut contents of Holland's carp from the Zhonggang River, an invaded basin, was examined using DNA metabarcoding from 51 individuals and by morphological examinations on 140 samples. Detritus of plants were found in 83.6% samples (117 individuals). Twenty fish species of seven families were identified by DNA metabarcoding, including species of all water layers. Taiwan torrent carp (Acrossocheilus paradoxus) and Rhinogobius spp. are the most common prey items. Based on the results of this study, Holland's carp is considered an opportunistic omnivore because of its diverse diet items, which is an important trait for successful invasive fish species. The population decline of Opsariichthys pachycephalus may not result from the invasion of Holland's carps. Nonetheless, the time lag between successful invasion and the samplings of this study may be a concern because the population size of O. pachycephalus may have declined and become difficult to prey. The Holland's carps consumed the least species in winter; nonetheless, the occurrence frequencies of preys among seasons were not significantly different probably because of limited temperature fluctuation. The smallest Holland's carps consumed the least prey species compared to other size categories, similar to the relationship of prey species number to size of invasive largemouth bass (Micropterus salmoides).
Collapse
Affiliation(s)
- Chien-I Lee
- Department of Oceanography, NSYSU, Kaohsiung, Taiwan
| | - Feng-Yu Wang
- Taiwan Ocean Research Institute, Kaohsiung, Taiwan
| | - Min-Yun Liu
- Taiwan Ocean Research Institute, Kaohsiung, Taiwan
| | - Tak-Kei Chou
- Department of Oceanography, NSYSU, Kaohsiung, Taiwan
| | - Te-Yu Liao
- Department of Oceanography, NSYSU, Kaohsiung, Taiwan
| |
Collapse
|
13
|
Secondary predation constrains DNA-based diet reconstruction in two threatened shark species. Sci Rep 2021; 11:18350. [PMID: 34526519 PMCID: PMC8443726 DOI: 10.1038/s41598-021-96856-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Accepted: 08/04/2021] [Indexed: 02/08/2023] Open
Abstract
Increasing fishing effort, including bycatch and discard practices, are impacting marine biodiversity, particularly among slow-to-reproduce taxa such as elasmobranchs, and specifically sharks. While some fisheries involving sharks are sustainably managed, collateral mortalities continue, contributing towards > 35% of species being threatened with extinction. To effectively manage shark stocks, life-history information, including resource use and feeding ecologies is pivotal, especially among those species with wide-ranging distributions. Two cosmopolitan sharks bycaught off eastern Australia are the common blacktip shark (Carcharhinus limbatus; globally classified as Near Threatened) and great hammerhead (Sphyrna mokarran; Critically Endangered). We opportunistically sampled the digestive tracts of these two species (and also any whole prey; termed the 'Russian-doll' approach), caught in bather-protection gillnets off northern New South Wales, to investigate the capacity for DNA metabarcoding to simultaneously determine predator and prey regional feeding ecologies. While sample sizes were small, S. mokkaran fed predominantly on stingrays and skates (Myliobatiformes and Rajiformes), but also teleosts, while C. limbatus mostly consumed teleosts. Metabarcoding assays showed extensive intermixing of taxa from the digestive tracts of predators and their whole prey, likely via the predator's stomach chyme, negating the opportunity to distinguish between primary and secondary predation. This Russian-doll effect requires further investigation in DNA metabarcoding studies focussing on dietary preferences and implies that any outcomes will need to be interpreted concomitant with traditional visual approaches.
Collapse
|
14
|
Andriollo T, Michaux JR, Ruedi M. Food for everyone: Differential feeding habits of cryptic bat species inferred from DNA metabarcoding. Mol Ecol 2021; 30:4584-4600. [PMID: 34245618 PMCID: PMC8518853 DOI: 10.1111/mec.16073] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2020] [Revised: 07/07/2021] [Accepted: 07/08/2021] [Indexed: 11/29/2022]
Abstract
Ecological theory postulates that niches of co‐occurring species must differ along some ecological dimensions in order to allow their stable coexistence. Yet, many biological systems challenge this competitive exclusion principle. Insectivorous bats from the Northern Hemisphere typically form local assemblages of multiple species sharing highly similar functional traits and pertaining to identical feeding guilds. Although their trophic niche can be accessed with unprecedented details using genetic identification of prey, the underlying mechanisms of resource partitioning remain vastly unexplored. Here, we studied the differential diet of three closely‐related bat species of the genus Plecotus in sympatry and throughout their entire breeding season using DNA metabarcoding. Even at such a small geographic scale, we identified strong seasonal and spatial variation of their diet composition at both intra‐ and interspecific levels. Indeed, while the different bats fed on a distinct array of prey during spring, they showed higher trophic niche overlap during summer and fall, when all three species switched their hunting behaviour to feed on few temporarily abundant moths. By recovering 19 ecological traits for over 600 prey species, we further inferred that each bat species used different feeding grounds and hunting techniques, suggesting that niche partitioning was primarily habitat‐driven. The two most‐closely related bat species exhibited very distinct foraging habitat preferences, while the third, more distantly‐related species was more generalist. These results highlight the need of temporally comprehensive samples to fully understand species coexistence, and that valuable information can be derived from the taxonomic identity of prey obtained by metabarcoding approaches.
Collapse
Affiliation(s)
- Tommy Andriollo
- Department of Mammalogy and Ornithology, Natural History Museum of Geneva, Geneva, Switzerland.,Section of Biology, Faculty of Sciences, University of Geneva, Geneva, Switzerland
| | - Johan R Michaux
- Laboratoire de Génétique de la Conservation, Université de Liège, Institut de Botanique B22, Liège, Belgium.,CIRAD, Agirs Unit, TA C- 22/E- Campus international de Baillarguet, Montpellier Cedex 5, France
| | - Manuel Ruedi
- Department of Mammalogy and Ornithology, Natural History Museum of Geneva, Geneva, Switzerland
| |
Collapse
|
15
|
Traugott M, Thalinger B, Wallinger C, Sint D. Fish as predators and prey: DNA-based assessment of their role in food webs. JOURNAL OF FISH BIOLOGY 2021; 98:367-382. [PMID: 32441321 PMCID: PMC7891366 DOI: 10.1111/jfb.14400] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/27/2019] [Revised: 03/26/2020] [Accepted: 05/20/2020] [Indexed: 05/04/2023]
Abstract
Fish are both consumers and prey, and as such part of a dynamic trophic network. Measuring how they are trophically linked, both directly and indirectly, to other species is vital to comprehend the mechanisms driving alterations in fish communities in space and time. Moreover, this knowledge also helps to understand how fish communities respond to environmental change and delivers important information for implementing management of fish stocks. DNA-based methods have significantly widened our ability to assess trophic interactions in both marine and freshwater systems and they possess a range of advantages over other approaches in diet analysis. In this review we provide an overview of different DNA-based methods that have been used to assess trophic interactions of fish as consumers and prey. We consider the practicalities and limitations, and emphasize critical aspects when analysing molecular derived trophic data. We exemplify how molecular techniques have been employed to unravel food web interactions involving fish as consumers and prey. In addition to the exciting opportunities DNA-based approaches offer, we identify current challenges and future prospects for assessing fish food webs where DNA-based approaches will play an important role.
Collapse
Affiliation(s)
- Michael Traugott
- Applied Animal Ecology, Department of ZoologyUniversity of InnsbruckInnsbruckAustria
| | - Bettina Thalinger
- Applied Animal Ecology, Department of ZoologyUniversity of InnsbruckInnsbruckAustria
- Centre for Biodiversity Genomics, University of GuelphGuelphCanada
| | - Corinna Wallinger
- Institute of Interdisciplinary Mountain Research, Austrian Academy of ScienceInnsbruckAustria
| | - Daniela Sint
- Applied Animal Ecology, Department of ZoologyUniversity of InnsbruckInnsbruckAustria
| |
Collapse
|
16
|
Milan DT, Mendes IS, Damasceno JS, Teixeira DF, Sales NG, Carvalho DC. New 12S metabarcoding primers for enhanced Neotropical freshwater fish biodiversity assessment. Sci Rep 2020; 10:17966. [PMID: 33087755 PMCID: PMC7578065 DOI: 10.1038/s41598-020-74902-3] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2020] [Accepted: 09/18/2020] [Indexed: 11/23/2022] Open
Abstract
The megadiverse Neotropical fish fauna lacks a comprehensive and reliable DNA reference database, which hampers precise species identification and DNA based biodiversity assessment in the region. Here, we developed a mitochondrial 12S ribosomal DNA reference database for 67 fish species, representing 54 genera, 25 families, and six major Neotropical orders. We aimed to develop mini-barcode markers (i.e. amplicons with less than 200 bp) suitable for DNA metabarcoding by evaluating the taxonomic resolution of full-length and mini-barcodes and to determine a threshold value for fish species delimitation using 12S. Evaluation of the target amplicons demonstrated that both full-length library (565 bp) and mini-barcodes (193 bp) contain enough taxonomic resolution to differentiate all 67 fish species. For species delimitation, interspecific genetic distance threshold values of 0.4% and 0.55% were defined using full-length and mini-barcodes, respectively. A custom reference database and specific mini-barcode markers are important assets for ecoregion scale DNA based biodiversity assessments (such as environmental DNA) that can help with the complex task of conserving the megadiverse Neotropical ichthyofauna.
Collapse
Affiliation(s)
- David T Milan
- Conservation Genetics Lab, Postgraduate Program in Vertebrate Biology, Pontifical Catholic University of Minas Gerais, PUC Minas, Belo Horizonte, Brazil
| | - Izabela S Mendes
- Conservation Genetics Lab, Postgraduate Program in Vertebrate Biology, Pontifical Catholic University of Minas Gerais, PUC Minas, Belo Horizonte, Brazil.,Postgraduate Program in Genetics, Institute of Biological Sciences, Federal University of Minas Gerais, Belo Horizonte, Brazil
| | - Júnio S Damasceno
- Conservation Genetics Lab, Postgraduate Program in Vertebrate Biology, Pontifical Catholic University of Minas Gerais, PUC Minas, Belo Horizonte, Brazil
| | - Daniel F Teixeira
- Conservation Genetics Lab, Postgraduate Program in Vertebrate Biology, Pontifical Catholic University of Minas Gerais, PUC Minas, Belo Horizonte, Brazil.,Postgraduate Program in Genetics, Institute of Biological Sciences, Federal University of Minas Gerais, Belo Horizonte, Brazil
| | - Naiara G Sales
- Ecosystems and Environment Research Centre, School of Environment and Life Sciences, University of Salford, Salford, UK.,CESAM - Centre for Environmental and Marine Studies, Departamento de Biologia Animal, Faculdade de Ciências da Universidade de Lisboa, Lisbon, Portugal
| | - Daniel C Carvalho
- Conservation Genetics Lab, Postgraduate Program in Vertebrate Biology, Pontifical Catholic University of Minas Gerais, PUC Minas, Belo Horizonte, Brazil. .,Postgraduate Program in Genetics, Institute of Biological Sciences, Federal University of Minas Gerais, Belo Horizonte, Brazil.
| |
Collapse
|
17
|
Steyaert M, Priestley V, Osborne O, Herraiz A, Arnold R, Savolainen V. Advances in metabarcoding techniques bring us closer to reliable monitoring of the marine benthos. J Appl Ecol 2020. [DOI: 10.1111/1365-2664.13729] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Affiliation(s)
| | | | - Owen Osborne
- Department of Life Sciences Imperial College London London UK
| | - Alba Herraiz
- Department of Life Sciences Imperial College London London UK
| | | | | |
Collapse
|
18
|
Metabarcoding of native and invasive species in stomach contents of Great Lakes fishes. PLoS One 2020; 15:e0236077. [PMID: 32780731 PMCID: PMC7419000 DOI: 10.1371/journal.pone.0236077] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2018] [Accepted: 06/30/2020] [Indexed: 11/19/2022] Open
Abstract
As aquatic invasive species (AIS) proliferate worldwide, a better understanding of their roles in invaded habitats is needed to inform management and introduction prevention strategies and priorities. Metabarcoding of stomach content DNA (scDNA) shows considerable promise in such regard. We thus metabarcoded scDNA from two non-native fish species (alewife (Alosa pseudoharengus) and rainbow smelt (Osmerus mordax)), and three native ones (bloater (Coregonus hoyi), ninespine stickleback (Pungitius pungitius), and slimy sculpin (Cottus cognatus)). Fishes (N = 376) were sampled in spring 2009 and 2010 from 73–128 m depths at three Lake Michigan sites. Four mitochondrial cytochrome oxidase 1 (CO1) primer sets designed to target five potential AIS prey, and a universal aquatic invertebrate CO1 primer set targeting both native and AIS prey were used. Quality controlled prey amplicons were matched to three AIS prey: Bythotrephes longimanus (mean percent frequency occurrence, all samples = 7%), Cercopagis pengoi (5%), and Dreissena rostriformis bugensis (11%). Neither invasive prey Dreissena polymorpha nor Hemimysis anomala were detected. Native prey Leptodiaptomus sicilis, Limnocalanus macrurus, and Mysis diluviana were relatively common in scDNA (respective mean percent occurrences, all samples: 48%, 25%, 42%). Analysis of variation in prey occurrences for sample site, predator species, sample year, sample depth, and predator total length (TL) indicated site and predator species were most important. However, B. longimanus occurrence in scDNA depended upon predator TL, perhaps indicative of its unique defensive spine limiting susceptibility to predation until fishes exceed species-specific gape-based limitations. Our analysis of native and invasive prey species indicated possible indirect AIS impacts such as native predators switching their diet due to AIS-driven losses of preferred native prey. Metabarcoding demonstrated that AIS are integrated components of the offshore Lake Michigan food web, with both native and non-native predators, and both invasive and native prey are affecting species interactions across multiple trophic levels.
Collapse
|
19
|
Nakadai R. Idea paper: Elucidation of the long‐term properties of food webs based on the intraspecific genetic diversity of hub species populations. Ecol Res 2020. [DOI: 10.1111/1440-1703.12153] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Affiliation(s)
- Ryosuke Nakadai
- Department of Environmental and Biological Sciences University of Eastern Finland Joensuu Finland
- Department of Ecosystem Studies Graduate School of Agricultural and Life Sciences, The University of Tokyo Tokyo Japan
| |
Collapse
|
20
|
French BJ, Lim YW, Zgliczynski BJ, Edwards RA, Rohwer F, Sandin SA. Decoding diversity in a coral reef fish species complex with restricted range using metagenomic sequencing of gut contents. Ecol Evol 2020; 10:3413-3423. [PMID: 32273998 PMCID: PMC7141070 DOI: 10.1002/ece3.6138] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2019] [Revised: 01/22/2020] [Accepted: 02/03/2020] [Indexed: 12/21/2022] Open
Abstract
AIM Identification of the processes that generate and maintain species diversity within the same region can provide insight into biogeographic patterns at broader spatiotemporal scales. Hawkfishes in the genus Paracirrhites are a unique taxon to explore with respect to niche differentiation, exhibiting diagnostic differences in coloration, and an apparent center of distribution outside of the Indo-Malay-Philippine (IMP) biodiversity hotspot for coral reef fishes. Our aim is to use next-generation sequencing methods to leverage samples of a taxon at their center of maximum diversity to explore phylogenetic relationships and a possible mechanism of coexistence. LOCATION Flint Island, Southern Line Islands, Republic of Kiribati. METHODS A comprehensive review of museum records, the primary literature, and unpublished field survey records was undertaken to determine ranges for four "arc-eye" hawkfish species in the Paracirrhites species complex and a potential hybrid. Fish from four Paracirrhites species were collected from Flint Island in the Southern Line Islands, Republic of Kiribati. Hindgut contents were sequenced, and subsequent metagenomic analyses were used to assess the phylogenetic relatedness of the host fish, the microbiome community structure, and prey remains for each species. RESULTS Phylogenetic analyses conducted with recovered mitochondrial genomes revealed clustering of P. bicolor with P. arcatus and P. xanthus with P. nisus, which were unexpected on the basis of previous morphological work in this species complex. Differences in taxonomic composition of gut microbial communities and presumed prey remains indicate likely separation of foraging niches. MAIN CONCLUSIONS Our findings point toward previously unidentified relationships in this cryptic species complex at its proposed center of distribution. The three species endemic to the Polynesian province (P. nisus, P. xanthus, and P. bicolor) cluster separately from the more broadly distributed P. arcatus on the basis of relative abundance of metazoan sequences in the gut (presumed prey remains). Discordance between gut microbial communities and phylogeny of the host fish further reinforce the hypothesis of niche separation.
Collapse
Affiliation(s)
- Beverly J. French
- Center for Marine Biodiversity and ConservationScripps Institution of OceanographyUniversity of CaliforniaSan DiegoCAUSA
| | - Yan Wei Lim
- Department of BiologySan Diego State UniversitySan DiegoCAUSA
| | - Brian J. Zgliczynski
- Center for Marine Biodiversity and ConservationScripps Institution of OceanographyUniversity of CaliforniaSan DiegoCAUSA
| | - Robert A. Edwards
- Department of BiologySan Diego State UniversitySan DiegoCAUSA
- Department of Computer ScienceSan Diego State UniversitySan DiegoCAUSA
| | - Forest Rohwer
- Department of BiologySan Diego State UniversitySan DiegoCAUSA
| | - Stuart A. Sandin
- Center for Marine Biodiversity and ConservationScripps Institution of OceanographyUniversity of CaliforniaSan DiegoCAUSA
| |
Collapse
|
21
|
Camp A, Croxford AE, Ford CS, Baumann U, Clements PR, Hiendleder S, Woolford L, Netzel G, Boardman WSJ, Fletcher MT, Wilkinson MJ. Dual-locus DNA metabarcoding reveals southern hairy-nosed wombats (Lasiorhinus latifrons Owen) have a summer diet dominated by toxic invasive plants. PLoS One 2020; 15:e0229390. [PMID: 32142513 PMCID: PMC7059939 DOI: 10.1371/journal.pone.0229390] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2019] [Accepted: 02/05/2020] [Indexed: 11/23/2022] Open
Abstract
Habitat degradation and summer droughts severely restrict feeding options for the endangered southern hairy-nosed wombat (SHNW; Lasiorhinus latifrons). We reconstructed SHNW summer diets by DNA metabarcoding from feces. We initially validated rbcL and ndhJ diet reconstructions using autopsied and captive animals. Subsequent diet reconstructions of wild wombats broadly reflected vegetative ground cover, implying local rather than long-range foraging. Diets were all dominated by alien invasives. Chemical analysis of alien food revealed Carrichtera annua contains high levels of glucosinolates. Clinical examination (7 animals) and autopsy (12 animals) revealed that the most degraded site also contained most individuals showing signs of glucosinolate poisoning. We infer that dietary poisoning through the ingestion of alien invasives may have contributed to the recent population crashes in the region. In floristically diverse sites, individuals appear to be able to manage glucosinolate intake by avoidance or episodic feeding but this strategy is less tractable in the most degraded sites. We conclude that recovery of the most affected populations may require effective Carrichtera management and interim supplementary feeding. More generally, we argue that protection against population decline by poisoning in territorial herbivores requires knowledge of their diet and of those food plants containing toxic principles.
Collapse
Affiliation(s)
- Amanda Camp
- School of Animal and Veterinary Science and Davies Research Centre, The University of Adelaide, Adelaide, SA, Australia
| | - Adam E. Croxford
- School of Agriculture, Food and Wine, The University of Adelaide, Adelaide, SA, Australia
| | | | - Ute Baumann
- Australian Centre for Plant Functional Genomics, The University of Adelaide, Adelaide, SA, Australia
| | - Peter R. Clements
- School of Agriculture, Food and Wine, The University of Adelaide, Adelaide, SA, Australia
| | - Stefan Hiendleder
- School of Animal and Veterinary Science and Davies Research Centre, The University of Adelaide, Adelaide, SA, Australia
| | - Lucy Woolford
- School of Animal and Veterinary Science and Davies Research Centre, The University of Adelaide, Adelaide, SA, Australia
| | - Gabrielle Netzel
- Centre for Animal Science, The University of Queensland, Brisbane, Queensland, Australia
| | - Wayne S. J. Boardman
- School of Animal and Veterinary Science and Davies Research Centre, The University of Adelaide, Adelaide, SA, Australia
| | - Mary T. Fletcher
- Centre for Animal Science, The University of Queensland, Brisbane, Queensland, Australia
| | - Mike J. Wilkinson
- Institute of Biological Environmental and Rural Sciences, Aberystwyth University, Aberystwyth, Wales, United Kingdom
- * E-mail:
| |
Collapse
|
22
|
Jargowsky MB, Cooper PT, Ajemian MJ, Colvin ME, Drymon JM. Discerning the dietary habits of the smooth butterfly ray Gymnura lessae using two distinct methods, otolith identification and metagenetics. JOURNAL OF FISH BIOLOGY 2020; 96:434-443. [PMID: 31782802 DOI: 10.1111/jfb.14221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/24/2019] [Accepted: 11/29/2019] [Indexed: 06/10/2023]
Abstract
Two different methods, metagenetics and free-otolith identification, were used to identify prey in the stomach contents of 531 Gymnura lessae captured by trawling in Mobile Bay, Alabama 2016-2018. Both methods were found to produce analogous results and were therefore combined into a single complete dataset. All prey were teleosts; the families Sciaenidae and Engraulidae were the most important prey (prey specie index of relative importance 89.3% IPSRI ). Multivariate analyses indicated that the diet of G. lessae varied with sex and seasonality. Specifically, variability was probably due to morphologically larger females consuming larger teleost prey species compared with males, whereas seasonal variability was probably due to changes in the available prey community composition. The findings indicate that both metagenetics and free otolith identification, used independently or complementarily, offer robust means of characterising dietary habits for teleost-specialised species such as G. lessae, which may play an important role in the structure and maintenance of coastal food webs such as those in Mobile Bay.
Collapse
Affiliation(s)
- Matthew B Jargowsky
- Mississippi State University, Coastal Research and Extension Center, Biloxi, Mississippi, USA
- Mississippi-Alabama Sea Grant Consortium, Ocean Springs, Mississippi, USA
| | - Pearce T Cooper
- Department of Marine Sciences, University of South Alabama, Mobile, Alabama, USA
- Dauphin Island Sea Laboratory, Dauphin Island, Alabama, USA
| | - Matthew J Ajemian
- Harbor Branch Oceanographic Institute, Florida Atlantic University, Fort Pierce, Florida, USA
| | - Michael E Colvin
- Department of Wildlife, Fisheries and Aquaculture, Mississippi State University, Mississippi, USA
| | - J Marcus Drymon
- Mississippi State University, Coastal Research and Extension Center, Biloxi, Mississippi, USA
- Mississippi-Alabama Sea Grant Consortium, Ocean Springs, Mississippi, USA
| |
Collapse
|
23
|
Hancock TL, Poulakis GR, Scharer RM, Tolley SG, Urakawa H. High-resolution molecular identification of smalltooth sawfish prey. Sci Rep 2019; 9:18307. [PMID: 31797939 PMCID: PMC6892823 DOI: 10.1038/s41598-019-53931-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2019] [Accepted: 10/17/2019] [Indexed: 11/18/2022] Open
Abstract
The foundation of food web analysis is a solid understanding of predator-prey associations. Traditional dietary studies of fishes have been by stomach content analysis. However, these methods are not applicable to Critically Endangered species such as the smalltooth sawfish (Pristis pectinata). Previous research using the combination of stable isotope signatures from fin clips and 18S rRNA gene sequencing of fecal samples identified the smalltooth sawfish as piscivorous at low taxonomic resolution. Here, we present a high taxonomic resolution molecular technique for identification of prey using opportunistically acquired fecal samples. To assess potential biases, primer sets of two mitochondrial genes, 12S and 16S rRNA, were used alongside 18S rRNA, which targets a wider spectrum of taxa. In total, 19 fish taxa from 7 orders and 11 families native to the Gulf of Mexico were successfully identified. The sawfish prey comprised diverse taxa, indicating that this species is a generalist piscivore. These findings and the molecular approach used will aid recovery planning for the smalltooth sawfish and have the potential to reveal previously unknown predator-prey associations from a wide range of taxa, especially rare and hard to sample species.
Collapse
Affiliation(s)
- Taylor L Hancock
- Department of Ecology and Environmental Studies, The Water School, Florida Gulf Coast University, Fort Myers, Florida, 33965, USA
| | - Gregg R Poulakis
- Fish and Wildlife Research Institute, Florida Fish and Wildlife Conservation Commission, Charlotte Harbor Field Laboratory, Port Charlotte, Florida, 33954, USA
| | - Rachel M Scharer
- Fish and Wildlife Research Institute, Florida Fish and Wildlife Conservation Commission, Charlotte Harbor Field Laboratory, Port Charlotte, Florida, 33954, USA
| | - S Gregory Tolley
- Department of Marine and Earth Sciences, The Water School, Florida Gulf Coast University, Fort Myers, Florida, 33965, USA
| | - Hidetoshi Urakawa
- Department of Ecology and Environmental Studies, The Water School, Florida Gulf Coast University, Fort Myers, Florida, 33965, USA.
| |
Collapse
|
24
|
Andriollo T, Gillet F, Michaux JR, Ruedi M. The menu varies with metabarcoding practices: A case study with the bat Plecotus auritus. PLoS One 2019; 14:e0219135. [PMID: 31276547 PMCID: PMC6611578 DOI: 10.1371/journal.pone.0219135] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2018] [Accepted: 06/17/2019] [Indexed: 11/19/2022] Open
Abstract
Metabarcoding of feces has revolutionized the knowledge of animal diets by providing unprecedented resolution of consumed resources. However, it is still unclear how different methodological approaches influence the ecological conclusions that can be drawn from such data. Here, we propose a critical evaluation of several data treatments on the inferred diet of the bat Plecotus auritus using guano regularly collected from various colonies throughout the entire active season. First and unlike previous claims, our data indicates that DNA extracted from large amounts of fecal material issued from guano accumulates yield broader taxonomic diversity of prey than smaller numbers of pellets would do, provided that extraction buffer volumes are adapted to such increased amounts of material. Second, trophic niche analyses based on prey occurrence data uncover strong seasonality in the bat’s diet and major differences among neighboring maternity colonies. Third, while the removal of rare prey items is not always warranted as it introduces biases affecting particularly samples with greater prey species richness. Fourth, examination of distinct taxonomic depths in diet analyses highlights different aspects of food consumption providing a better understanding of the consumer’s diet. Finally, the biologically meaningful patterns recovered with presence-absence approaches are virtually lost when attempting to quantify prey consumed using relative read abundances. Even in an ideal situation where reference barcodes are available for most potential prey species, inferring realistic patterns of prey consumption remains relatively challenging. Although best practice in metabarcoding analyses will depend on the aims of the study, several previous methodological recommendations seem unwarranted for studying such diverse diets as that of brown long-eared bats.
Collapse
Affiliation(s)
- Tommy Andriollo
- Department of Mammalogy and Ornithology, Natural History Museum of Geneva, CP, CH, Geneva, Switzerland
- Section of Biology, Faculty of Sciences, University of Geneva, Quai Ernest-Ansermet, Geneva, Switzerland
| | - François Gillet
- Laboratoire de Génétique de la Conservation, Université de Liège, Institut de Botanique B22, Liège, Belgium
- Comportement et Écologie de la Faune Sauvage (CEFS), Institut National de la Recherche Agronomique, Auzeville, Castanet-Tolosan Cedex, France
| | - Johan R. Michaux
- Laboratoire de Génétique de la Conservation, Université de Liège, Institut de Botanique B22, Liège, Belgium
- CIRAD, Agirs Unit, TA C- 22/E- Campus international de Baillarguet, Montpellier Cedex, France
| | - Manuel Ruedi
- Department of Mammalogy and Ornithology, Natural History Museum of Geneva, CP, CH, Geneva, Switzerland
- * E-mail:
| |
Collapse
|
25
|
Delrieu-Trottin E, Williams JT, Pitassy D, Driskell A, Hubert N, Viviani J, Cribb TH, Espiau B, Galzin R, Kulbicki M, Lison de Loma T, Meyer C, Mourier J, Mou-Tham G, Parravicini V, Plantard P, Sasal P, Siu G, Tolou N, Veuille M, Weigt L, Planes S. A DNA barcode reference library of French Polynesian shore fishes. Sci Data 2019; 6:114. [PMID: 31273217 PMCID: PMC6609690 DOI: 10.1038/s41597-019-0123-5] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2019] [Accepted: 06/07/2019] [Indexed: 12/03/2022] Open
Abstract
The emergence of DNA barcoding and metabarcoding opened new ways to study biological diversity, however, the completion of DNA barcode libraries is fundamental for such approaches to succeed. This dataset is a DNA barcode reference library (fragment of Cytochrome Oxydase I gene) for 2,190 specimens representing at least 540 species of shore fishes collected over 10 years at 154 sites across the four volcanic archipelagos of French Polynesia; the Austral, Gambier, Marquesas and Society Islands, a 5,000,000 km2 area. At present, 65% of the known shore fish species of these archipelagoes possess a DNA barcode associated with preserved, photographed, tissue sampled and cataloged specimens, and extensive collection locality data. This dataset represents one of the most comprehensive DNA barcoding efforts for a vertebrate fauna to date. Considering the challenges associated with the conservation of coral reef fishes and the difficulties of accurately identifying species using morphological characters, this publicly available library is expected to be helpful for both authorities and academics in various fields.
Collapse
Affiliation(s)
- Erwan Delrieu-Trottin
- Institut de Recherche pour le Développement, UMR 226 ISEM (UM2-CNRS-IRD-EPHE), Université de Montpellier, Place Eugène Bataillon, CC 065, F-34095, Montpellier, cedex 05, France.
- Museum für Naturkunde, Leibniz-Institut für Evolutions-und Biodiversitätsforschung an der Humboldt-Universität zu Berlin, Invalidenstrasse 43, Berlin, 10115, Germany.
- PSL Research University, EPHE-UPVD-CNRS, USR 3278 CRIOBE, Université de Perpignan, 58 Avenue Paul Alduy, 66860, Perpignan, France.
- Laboratoire d'Excellence «CORAIL», Papetoai, Moorea, French Polynesia, France.
| | - Jeffrey T Williams
- Division of Fishes, Department of Vertebrate Zoology, National Museum of Natural History, Smithsonian Institution, 4210 Silver Hill Road, Suitland, MD, 20746, USA.
| | - Diane Pitassy
- Division of Fishes, Department of Vertebrate Zoology, National Museum of Natural History, Smithsonian Institution, 4210 Silver Hill Road, Suitland, MD, 20746, USA
| | - Amy Driskell
- Laboratories of Analytical Biology, National Museum of Natural History, Smithsonian Institution, Washington, D.C., 20013, United States of America
| | - Nicolas Hubert
- Institut de Recherche pour le Développement, UMR 226 ISEM (UM2-CNRS-IRD-EPHE), Université de Montpellier, Place Eugène Bataillon, CC 065, F-34095, Montpellier, cedex 05, France
| | - Jérémie Viviani
- PSL Research University, EPHE-UPVD-CNRS, USR 3278 CRIOBE, Université de Perpignan, 58 Avenue Paul Alduy, 66860, Perpignan, France
- Département de Biologie, École Normale Supérieure de Lyon, Université de Lyon, UCB Lyon1, 46 Allée d'Italie, Lyon, France
- Team Evolution of Vertebrate Dentition, Institute of Functional Genomics of Lyon, ENS de Lyon, CNRS UMR 5242, Université de UCB Lyon1, 46 allée d'Italie, Lyon, France
| | - Thomas H Cribb
- School of Biological Sciences, The University of Queensland, Brisbane, 4072, Australia
| | - Benoit Espiau
- PSL Research University, EPHE-UPVD-CNRS, USR 3278 CRIOBE, Université de Perpignan, 58 Avenue Paul Alduy, 66860, Perpignan, France
- Laboratoire d'Excellence «CORAIL», Papetoai, Moorea, French Polynesia, France
| | - René Galzin
- PSL Research University, EPHE-UPVD-CNRS, USR 3278 CRIOBE, Université de Perpignan, 58 Avenue Paul Alduy, 66860, Perpignan, France
- Laboratoire d'Excellence «CORAIL», Papetoai, Moorea, French Polynesia, France
| | - Michel Kulbicki
- Institut de Recherche pour le Développement - UR 227 CoReUs, LABEX "CORAIL", UPVD, 66000, Perpignan, France
| | - Thierry Lison de Loma
- PSL Research University, EPHE-UPVD-CNRS, USR 3278 CRIOBE, Université de Perpignan, 58 Avenue Paul Alduy, 66860, Perpignan, France
- Laboratoire d'Excellence «CORAIL», Papetoai, Moorea, French Polynesia, France
| | - Christopher Meyer
- Department of Invertebrate Zoology, National Museum of Natural History, National Museum of Natural History, Smithsonian Institution, Washington, D.C., 20560-0163, United States of America
| | - Johann Mourier
- PSL Research University, EPHE-UPVD-CNRS, USR 3278 CRIOBE, Université de Perpignan, 58 Avenue Paul Alduy, 66860, Perpignan, France
- Laboratoire d'Excellence «CORAIL», Papetoai, Moorea, French Polynesia, France
- UMR 248 MARBEC (IRD, Ifremer, Univ. Montpellier, CNRS), Station Ifremer de Sète, Av Jean Monnet, CS 30171, 34203, Sète cedex, France
| | - Gérard Mou-Tham
- Institut de Recherche pour le Développement - UR 227 CoReUs, LABEX "CORAIL", UPVD, 66000, Perpignan, France
| | - Valeriano Parravicini
- PSL Research University, EPHE-UPVD-CNRS, USR 3278 CRIOBE, Université de Perpignan, 58 Avenue Paul Alduy, 66860, Perpignan, France
- Laboratoire d'Excellence «CORAIL», Papetoai, Moorea, French Polynesia, France
| | - Patrick Plantard
- PSL Research University, EPHE-UPVD-CNRS, USR 3278 CRIOBE, Université de Perpignan, 58 Avenue Paul Alduy, 66860, Perpignan, France
- Laboratoire d'Excellence «CORAIL», Papetoai, Moorea, French Polynesia, France
| | - Pierre Sasal
- PSL Research University, EPHE-UPVD-CNRS, USR 3278 CRIOBE, Université de Perpignan, 58 Avenue Paul Alduy, 66860, Perpignan, France
- Laboratoire d'Excellence «CORAIL», Papetoai, Moorea, French Polynesia, France
| | - Gilles Siu
- PSL Research University, EPHE-UPVD-CNRS, USR 3278 CRIOBE, Université de Perpignan, 58 Avenue Paul Alduy, 66860, Perpignan, France
- Laboratoire d'Excellence «CORAIL», Papetoai, Moorea, French Polynesia, France
| | - Nathalie Tolou
- PSL Research University, EPHE-UPVD-CNRS, USR 3278 CRIOBE, Université de Perpignan, 58 Avenue Paul Alduy, 66860, Perpignan, France
- Laboratoire d'Excellence «CORAIL», Papetoai, Moorea, French Polynesia, France
| | - Michel Veuille
- Laboratoire d'Excellence «CORAIL», Papetoai, Moorea, French Polynesia, France
- Institut Systématique, Évolution, Biodiversité (ISYEB), UMR 7205, CNRS, MNHN, UPMC, EPHE. Ecole Pratique des Hautes Etudes, Paris Sciences Lettres (PSL), 57 rue Cuvier, CP39, F-75005, Paris, France
| | - Lee Weigt
- Laboratories of Analytical Biology, National Museum of Natural History, Smithsonian Institution, Washington, D.C., 20013, United States of America
| | - Serge Planes
- PSL Research University, EPHE-UPVD-CNRS, USR 3278 CRIOBE, Université de Perpignan, 58 Avenue Paul Alduy, 66860, Perpignan, France.
- Laboratoire d'Excellence «CORAIL», Papetoai, Moorea, French Polynesia, France.
| |
Collapse
|
26
|
Andersen JC, Oboyski P, Davies N, Charlat S, Ewing C, Meyer C, Krehenwinkel H, Lim JY, Noriyuki S, Ramage T, Gillespie RG, Roderick GK. Categorization of species as native or nonnative using DNA sequence signatures without a complete reference library. ECOLOGICAL APPLICATIONS : A PUBLICATION OF THE ECOLOGICAL SOCIETY OF AMERICA 2019; 29:e01914. [PMID: 31050090 PMCID: PMC7079013 DOI: 10.1002/eap.1914] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/17/2018] [Revised: 03/18/2019] [Accepted: 04/01/2019] [Indexed: 05/26/2023]
Abstract
New genetic diagnostic approaches have greatly aided efforts to document global biodiversity and improve biosecurity. This is especially true for organismal groups in which species diversity has been underestimated historically due to difficulties associated with sampling, the lack of clear morphological characteristics, and/or limited availability of taxonomic expertise. Among these methods, DNA sequence barcoding (also known as "DNA barcoding") and by extension, meta-barcoding for biological communities, has emerged as one of the most frequently utilized methods for DNA-based species identifications. Unfortunately, the use of DNA barcoding is limited by the availability of complete reference libraries (i.e., a collection of DNA sequences from morphologically identified species), and by the fact that the vast majority of species do not have sequences present in reference databases. Such conditions are critical especially in tropical locations that are simultaneously biodiversity rich and suffer from a lack of exploration and DNA characterization by trained taxonomic specialists. To facilitate efforts to document biodiversity in regions lacking complete reference libraries, we developed a novel statistical approach that categorizes unidentified species as being either likely native or likely nonnative based solely on measures of nucleotide diversity. We demonstrate the utility of this approach by categorizing a large sample of specimens of terrestrial insects and spiders (collected as part of the Moorea BioCode project) using a generalized linear mixed model (GLMM). Using a training data set of known endemic (n = 45) and known introduced species (n = 102), we then estimated the likely native/nonnative status for 4,663 specimens representing an estimated 1,288 species (412 identified species), including both those specimens that were either unidentified or whose endemic/introduced status was uncertain. Using this approach, we were able to increase the number of categorized specimens by a factor of 4.4 (from 794 to 3,497), and the number of categorized species by a factor of 4.8 from (147 to 707) at a rate much greater than chance (77.6% accuracy). The study identifies phylogenetic signatures of both native and nonnative species and suggests several practical applications for this approach including monitoring biodiversity and facilitating biosecurity.
Collapse
Affiliation(s)
- Jeremy C. Andersen
- Department of Environmental Science Policy and ManagementUniversity of California Berkeley130 Mulford HallBerkeleyCalifornia94720‐3114USA
| | - Peter Oboyski
- Essig Museum of EntomologyUniversity of California BerkeleyBerkeleyCalifornia94720USA
| | - Neil Davies
- Gump South Pacific Research StationUniversity of California BerkeleyMaharepaMooreaFrench Polynesia
| | - Sylvain Charlat
- Biométrie et Biologie ÉvolutiveUMR CNRS69622VilleurbanneFrance
| | - Curtis Ewing
- Komohana Research and Extension CenterUniversity of Hawai'i at MānoaHiloHawaii96720USA
| | | | | | - Jun Ying Lim
- Department of Integrated BiologyUniversity of California Berkeley3040 Valley Life Sciences BuildingBerkeleyCalifornia94720USA
| | - Suzuki Noriyuki
- Faculty of Agriculture and Marine ScienceKochi UniversityKochiJapan
| | | | - Rosemary G. Gillespie
- Department of Environmental Science Policy and ManagementUniversity of California Berkeley130 Mulford HallBerkeleyCalifornia94720‐3114USA
| | - George K. Roderick
- Department of Environmental Science Policy and ManagementUniversity of California Berkeley130 Mulford HallBerkeleyCalifornia94720‐3114USA
| |
Collapse
|
27
|
Casey JM, Meyer CP, Morat F, Brandl SJ, Planes S, Parravicini V. Reconstructing hyperdiverse food webs: Gut content metabarcoding as a tool to disentangle trophic interactions on coral reefs. Methods Ecol Evol 2019. [DOI: 10.1111/2041-210x.13206] [Citation(s) in RCA: 47] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Jordan M. Casey
- PSL Université Paris: EPHE‐UPVD‐CNRS, USR 3278 CRIOBE Université de Perpignan Perpignan France
- Laboratoire d'Excellence “CORAIL” Perpignan France
- Department of Invertebrate Zoology National Museum of Natural History, Smithsonian Institution Washington District of Columbia USA
| | - Christopher P. Meyer
- Department of Invertebrate Zoology National Museum of Natural History, Smithsonian Institution Washington District of Columbia USA
| | - Fabien Morat
- PSL Université Paris: EPHE‐UPVD‐CNRS, USR 3278 CRIOBE Université de Perpignan Perpignan France
- Laboratoire d'Excellence “CORAIL” Perpignan France
| | - Simon J. Brandl
- Department of Biological Sciences Simon Fraser University Burnaby BC Canada
| | - Serge Planes
- PSL Université Paris: EPHE‐UPVD‐CNRS, USR 3278 CRIOBE Université de Perpignan Perpignan France
- Laboratoire d'Excellence “CORAIL” Perpignan France
| | - Valeriano Parravicini
- PSL Université Paris: EPHE‐UPVD‐CNRS, USR 3278 CRIOBE Université de Perpignan Perpignan France
- Laboratoire d'Excellence “CORAIL” Perpignan France
| |
Collapse
|
28
|
Leray M, Alldredge AL, Yang JY, Meyer CP, Holbrook SJ, Schmitt RJ, Knowlton N, Brooks AJ. Dietary partitioning promotes the coexistence of planktivorous species on coral reefs. Mol Ecol 2019; 28:2694-2710. [PMID: 30933383 PMCID: PMC6852152 DOI: 10.1111/mec.15090] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2018] [Revised: 03/18/2019] [Accepted: 03/20/2019] [Indexed: 11/29/2022]
Abstract
Theories involving niche diversification to explain high levels of tropical diversity propose that species are more likely to co‐occur if they partition at least one dimension of their ecological niche space. Yet, numerous species appear to have widely overlapping niches based upon broad categorizations of resource use or functional traits. In particular, the extent to which food partitioning contributes to species coexistence in hyperdiverse tropical ecosystems remains unresolved. Here, we use a molecular approach to investigate inter‐ and intraspecific dietary partitioning between two species of damselfish (Dascyllus flavicaudus, Chromis viridis) that commonly co‐occur in branching corals. Species‐level identification of their diverse zooplankton prey revealed significant differences in diet composition between species despite their seemingly similar feeding strategies. Dascyllus exhibited a more diverse diet than Chromis, whereas Chromis tended to select larger prey items. A large calanoid copepod, Labidocera sp., found in low density and higher in the water column during the day, explained more than 19% of the variation in dietary composition between Dascyllus and Chromis. Dascyllus did not significantly shift its diet in the presence of Chromis, which suggests intrinsic differences in feeding behaviour. Finally, prey composition significantly shifted during the ontogeny of both fish species. Our findings show that levels of dietary specialization among coral reef associated species have likely been underestimated, and they underscore the importance of characterizing trophic webs in tropical ecosystems at higher levels of taxonomic resolution. They also suggest that niche redundancy may not be as common as previously thought.
Collapse
Affiliation(s)
- Matthieu Leray
- Smithsonian Tropical Research Institute, Smithsonian Institution, Panama City, Balboa, Ancon, Panama
| | - Alice L Alldredge
- Department of Ecology, Evolution and Marine Biology, University of California Santa Barbara, Santa Barbara, California
| | - Joy Y Yang
- Computational and Systems Biology, Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - Christopher P Meyer
- National Museum of Natural History, Smithsonian Institution, Washington, District of Columbia
| | - Sally J Holbrook
- Department of Ecology, Evolution and Marine Biology, University of California Santa Barbara, Santa Barbara, California.,Coastal Research Center, Marine Science Institute, University of California Santa Barbara, Santa Barbara, California
| | - Russell J Schmitt
- Department of Ecology, Evolution and Marine Biology, University of California Santa Barbara, Santa Barbara, California.,Coastal Research Center, Marine Science Institute, University of California Santa Barbara, Santa Barbara, California
| | - Nancy Knowlton
- National Museum of Natural History, Smithsonian Institution, Washington, District of Columbia
| | - Andrew J Brooks
- Coastal Research Center, Marine Science Institute, University of California Santa Barbara, Santa Barbara, California
| |
Collapse
|
29
|
Waraniak JM, Marsh TL, Scribner KT. 18S rRNA metabarcoding diet analysis of a predatory fish community across seasonal changes in prey availability. Ecol Evol 2019; 9:1410-1430. [PMID: 30805170 PMCID: PMC6374664 DOI: 10.1002/ece3.4857] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2018] [Revised: 10/29/2018] [Accepted: 11/30/2018] [Indexed: 12/14/2022] Open
Abstract
Predator-prey relationships are important ecological interactions, affecting biotic community composition and energy flow through a system, and are of interest to ecologists and managers. Morphological diet analysis has been the primary method used to quantify the diets of predators, but emerging molecular techniques using genetic data can provide more accurate estimates of relative diet composition. This study used sequences from the 18S V9 rRNA barcoding region to identify prey items in the gastrointestinal (GI) tracts of predatory fishes. Predator GI samples were taken from the Black River, Cheboygan Co., MI, USA (n = 367 samples, 12 predator species) during periods of high prey availability, including the larval stage of regionally threatened lake sturgeon (Acipenser fulvescens Rafinesque 1817) in late May/early June of 2015 and of relatively lower prey availability in early July of 2015. DNA was extracted and sequenced from 355 samples (96.7%), and prey DNA was identified in 286 of the 355 samples (80.6%). Prey were grouped into 33 ecologically significant taxonomic groups based on the lowest taxonomic level sequences that could be identified using sequences available on GenBank. Changes in the makeup of diet composition, dietary overlap, and predator preference were analyzed comparing the periods of high and low prey abundance. Some predator species exhibited significant seasonal changes in diet composition. Dietary overlap was slightly but significantly higher during the period of high prey abundance; however, there was little change in predator preference. This suggests that change in prey availability was the driving factor in changing predator diet composition and dietary overlap. This study demonstrates the utility of molecular diet analysis and how temporal variability in community composition adds complexity to predator-prey interactions.
Collapse
Affiliation(s)
- Justin M. Waraniak
- Department of Fisheries and WildlifeMichigan State UniversityEast LansingMichigan
| | - Terence L. Marsh
- Department of Microbiology and Molecular GeneticsMichigan State UniversityEast LansingMichigan
| | - Kim T. Scribner
- Department of Fisheries and WildlifeMichigan State UniversityEast LansingMichigan
- Department of Integrative BiologyMichigan State UniversityEast LansingMichigan
| |
Collapse
|
30
|
Siegenthaler A, Wangensteen OS, Benvenuto C, Campos J, Mariani S. DNA metabarcoding unveils multiscale trophic variation in a widespread coastal opportunist. Mol Ecol 2019; 28:232-249. [PMID: 30276912 PMCID: PMC7380037 DOI: 10.1111/mec.14886] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2017] [Revised: 09/06/2018] [Accepted: 09/17/2018] [Indexed: 12/24/2022]
Abstract
A thorough understanding of ecological networks relies on comprehensive information on trophic relationships among species. Since unpicking the diet of many organisms is unattainable using traditional morphology-based approaches, the application of high-throughput sequencing methods represents a rapid and powerful way forward. Here, we assessed the application of DNA metabarcoding with nearly universal primers for the mitochondrial marker cytochrome c oxidase I in defining the trophic ecology of adult brown shrimp, Crangon crangon, in six European estuaries. The exact trophic role of this abundant and widespread coastal benthic species is somewhat controversial, while information on geographical variation remains scant. Results revealed a highly opportunistic behaviour. Shrimp stomach contents contained hundreds of taxa (>1,000 molecular operational taxonomic units), of which 291 were identified as distinct species, belonging to 35 phyla. Only twenty ascertained species had a mean relative abundance of more than 0.5%. Predominant species included other abundant coastal and estuarine taxa, including the shore crab Carcinus maenas and the amphipod Corophium volutator. Jacobs' selectivity index estimates based on DNA extracted from both shrimp stomachs and sediment samples were used to assess the shrimp's trophic niche indicating a generalist diet, dominated by crustaceans, polychaetes and fish. Spatial variation in diet composition, at regional and local scales, confirmed the highly flexible nature of this trophic opportunist. Furthermore, the detection of a prevalent, possibly endoparasitic fungus (Purpureocillium lilacinum) in the shrimp's stomach demonstrates the wide range of questions that can be addressed using metabarcoding, towards a more robust reconstruction of ecological networks.
Collapse
Affiliation(s)
- Andjin Siegenthaler
- Ecosystems and Environment Research CentreSchool of Environment and Life SciencesUniversity of SalfordSalfordUK
- Present address:
Department of Integrative BiologyUniversity of GuelphGuelphCanada
| | - Owen S. Wangensteen
- Ecosystems and Environment Research CentreSchool of Environment and Life SciencesUniversity of SalfordSalfordUK
- Present address:
Norwegian College of Fishery ScienceUiT the Arctic University of NorwayTromsøNorway
| | - Chiara Benvenuto
- Ecosystems and Environment Research CentreSchool of Environment and Life SciencesUniversity of SalfordSalfordUK
| | - Joana Campos
- CIIMARInterdisciplinary Centre of Marine and Environmental ResearchUniversity of PortoMatosinhosPortugal
| | - Stefano Mariani
- Ecosystems and Environment Research CentreSchool of Environment and Life SciencesUniversity of SalfordSalfordUK
| |
Collapse
|
31
|
Alberdi A, Aizpurua O, Bohmann K, Gopalakrishnan S, Lynggaard C, Nielsen M, Gilbert MTP. Promises and pitfalls of using high‐throughput sequencing for diet analysis. Mol Ecol Resour 2018; 19:327-348. [DOI: 10.1111/1755-0998.12960] [Citation(s) in RCA: 91] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2018] [Revised: 09/19/2018] [Accepted: 10/05/2018] [Indexed: 11/28/2022]
Affiliation(s)
- Antton Alberdi
- Section for Evolutionary Genomics, Natural History Museum of Denmark University of Copenhagen Copenhagen Denmark
| | - Ostaizka Aizpurua
- Section for Evolutionary Genomics, Natural History Museum of Denmark University of Copenhagen Copenhagen Denmark
| | - Kristine Bohmann
- Section for Evolutionary Genomics, Natural History Museum of Denmark University of Copenhagen Copenhagen Denmark
- School of Biological Sciences University of East Anglia Norwich Norfolk UK
| | - Shyam Gopalakrishnan
- Section for Evolutionary Genomics, Natural History Museum of Denmark University of Copenhagen Copenhagen Denmark
| | - Christina Lynggaard
- Section for Evolutionary Genomics, Natural History Museum of Denmark University of Copenhagen Copenhagen Denmark
| | - Martin Nielsen
- Section for Evolutionary Genomics, Natural History Museum of Denmark University of Copenhagen Copenhagen Denmark
| | - Marcus Thomas Pius Gilbert
- Section for Evolutionary Genomics, Natural History Museum of Denmark University of Copenhagen Copenhagen Denmark
- NTNU University Museum Trondheim Norway
| |
Collapse
|
32
|
Riccioni G, Stagioni M, Piccinetti C, Libralato S. A metabarcoding approach for the feeding habits of European hake in the Adriatic Sea. Ecol Evol 2018; 8:10435-10447. [PMID: 30464816 PMCID: PMC6238138 DOI: 10.1002/ece3.4500] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2018] [Revised: 07/23/2018] [Accepted: 08/08/2018] [Indexed: 01/29/2023] Open
Abstract
European hake (Merluccius merluccius) is one of the most economically important fish for the Mediterranean Sea. It is an important predator of deep upper shelf slope communities currently characterized by growth overexploitation: the understanding of hake's diet might support next generation management tools. However, all current European hake diet studies depend on the morphological identification of prey remains in stomach content, with consequent limitations. In this study, we set up a metabarcoding approach based on cytochrome oxidase I PCR amplification and Miseq Illumina paired-end sequencing of M. merluccius stomach content remains and compared the results to classic morphological analyses. A total of 95 stomach contents of M. merluccius sampled in the North-Central Adriatic Sea were analyzed with both the metabarcoding and morphological approaches. Metabarcoding clearly outperformed the morphological method in the taxonomic identification of prey describing more complex trophic relationships even when considering the morphological identification of 200 stomach contents. Statistical analysis of diet composition revealed a weak differentiation among the hake's size classes, confirming an opportunistic feeding behavior. All the analyses performed showed the presence of a core of shared prey among the size classes and a cloud of size-specific prey. Our study highlights the exceptional potential of metabarcoding as an approach to provide unprecedented taxonomic resolution in the diet of M. merluccius and potentially of other marine predators, due to the broad-spectrum of detection of the primers used. A thorough description of these complex trophic relationships is fundamental for the implementation of an ecosystem approach to fisheries.
Collapse
Affiliation(s)
- Giulia Riccioni
- Department of Biological, Geological and Environmental SciencesUniversity of BolognaBolognaItaly
| | - Marco Stagioni
- Department of Biological, Geological and Environmental SciencesUniversity of BolognaBolognaItaly
| | - Corrado Piccinetti
- Department of Biological, Geological and Environmental SciencesUniversity of BolognaBolognaItaly
| | - Simone Libralato
- Chapter of OceanographyEcho GroupNational Institute of Oceanography and Experimental Geophysics – OGSTriesteItaly
| |
Collapse
|
33
|
Matley JK, Maes GE, Devloo‐Delva F, Huerlimann R, Chua G, Tobin AJ, Fisk AT, Simpfendorfer CA, Heupel MR. Integrating complementary methods to improve diet analysis in fishery-targeted species. Ecol Evol 2018; 8:9503-9515. [PMID: 30377518 PMCID: PMC6194329 DOI: 10.1002/ece3.4456] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2017] [Revised: 04/14/2018] [Accepted: 07/17/2018] [Indexed: 01/30/2023] Open
Abstract
Developing efficient, reliable, cost-effective ways to identify diet is required to understand trophic ecology in complex ecosystems and improve food web models. A combination of techniques, each varying in their ability to provide robust, spatially and temporally explicit information can be applied to clarify diet data for ecological research. This study applied an integrative analysis of a fishery-targeted species group-Plectropomus spp. in the central Great Barrier Reef, Australia, by comparing three diet-identification approaches. Visual stomach content analysis provided poor identification with ~14% of stomachs sampled resulting in identification to family or lower. A molecular approach was successful with prey from ~80% of stomachs identified to genus or species, often with several unique prey in a stomach. Stable isotope mixing models utilizing experimentally derived assimilation data, identified similar prey as the molecular technique but at broader temporal scales, particularly when prior diet information was incorporated. Overall, Caesionidae and Pomacentridae were the most abundant prey families (>50% prey contribution) for all Plectropomus spp., highlighting the importance of planktivorous prey. Less abundant prey categories differed among species/color phases indicating possible niche segregation. This study is one of the first to demonstrate the extent of taxonomic resolution provided by molecular techniques, and, like other studies, illustrates that temporal investigations of dietary patterns are more accessible in combination with stable isotopes. The consumption of mainly planktivorous prey within this species group has important implications within coral reef food webs and provides cautionary information regarding the effects that changing resources could have in reef ecosystems.
Collapse
Affiliation(s)
- Jordan K. Matley
- Center for Marine and Environmental StudiesUniversity of the Virgin IslandsSt. ThomasVirgin Islands
- Great Lakes Institute for Environmental ResearchUniversity of WindsorWindsorOntarioCanada
| | - Gregory E. Maes
- Laboratory of Biodiversity and Evolutionary GenomicsKU LeuvenLeuvenBelgium
- Center for Human GeneticsUZ Leuven‐ Genomics CoreKU LeuvenLeuvenBelgium
- Centre for Sustainable Tropical Fisheries and AquacultureCollege of Science and EngineeringJames Cook UniversityTownsvilleQueenslandAustralia
- Comparative Genomics CentreCollege of Science and EngineeringJames Cook UniversityTownsvilleQueenslandAustralia
| | | | - Roger Huerlimann
- Centre for Sustainable Tropical Fisheries and AquacultureCollege of Science and EngineeringJames Cook UniversityTownsvilleQueenslandAustralia
- Comparative Genomics CentreCollege of Science and EngineeringJames Cook UniversityTownsvilleQueenslandAustralia
| | - Gladys Chua
- Centre for Sustainable Tropical Fisheries and AquacultureCollege of Science and EngineeringJames Cook UniversityTownsvilleQueenslandAustralia
- Comparative Genomics CentreCollege of Science and EngineeringJames Cook UniversityTownsvilleQueenslandAustralia
| | - Andrew J. Tobin
- Centre for Sustainable Tropical Fisheries and AquacultureCollege of Science and EngineeringJames Cook UniversityTownsvilleQueenslandAustralia
| | - Aaron T. Fisk
- Great Lakes Institute for Environmental ResearchUniversity of WindsorWindsorOntarioCanada
| | - Colin A. Simpfendorfer
- Centre for Sustainable Tropical Fisheries and AquacultureCollege of Science and EngineeringJames Cook UniversityTownsvilleQueenslandAustralia
- Comparative Genomics CentreCollege of Science and EngineeringJames Cook UniversityTownsvilleQueenslandAustralia
| | - Michelle R. Heupel
- Centre for Sustainable Tropical Fisheries and AquacultureCollege of Science and EngineeringJames Cook UniversityTownsvilleQueenslandAustralia
- Australian Institute of Marine ScienceTownsvilleQueenslandAustralia
| |
Collapse
|
34
|
Lin X, Hu S, Liu S, Huang H. Unexpected prey of juvenile spotted scat ( Scatophagus argus) near a wharf: The prevalence of fouling organisms in stomach contents. Ecol Evol 2018; 8:8547-8554. [PMID: 30250722 PMCID: PMC6145014 DOI: 10.1002/ece3.4380] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2017] [Revised: 06/04/2018] [Accepted: 06/26/2018] [Indexed: 11/08/2022] Open
Abstract
A knowledge of fish diets can contribute to revealing the trophic role and ecological function of species in aquatic ecosystems. At present, however, there are no efficient or comprehensive methods for analyzing fish diets. In this study, we investigated the diets of juvenile Scatophagus argus collected near a wharf in Daya Bay, China, by dissection and high-throughput sequencing (HTS) using the 18S rDNA V4 region. Microscopy disclosed large amounts of bryozoans and unrecognizable detritus. In contrast, HTS analysis indicated that the fish diets were considerably more diverse than visual inspection suggested. After eliminating fish sequences, approximately 17,000 sequences from taxa in nine phyla (Ciliophora, Bryozoa, Annelida, Bacillariophyta, Chlorophyta, Arthropoda, Dinoflagellata, Tunicata, and Phaeophyta) were identified from the analysis of stomach contents. Twenty-one food categories were identified, most of which (95.2%) were benthic fouling organisms that could easily be collected around wharfs. These consisted of bryozoans (31.9%), ciliates (45.7%), polychaetes (14.6%), and green algae (3.0%). Therefore, to adapt to anthropogenic habitat modification, the fish had probably shifted from planktonic to benthic feeding. The prevalence of fouling organisms in the stomachs of juvenile S. argus indicates that the fish have responded to habitat changes by widening their food spectrum. This adaptation may have increased their chances of survival. The fouling organisms that inhabit highly perturbed coastal ecosystems could represent a food source for animals at higher trophic levels. Our results accordingly suggest that human activity might significantly influence fish feeding behavior and material transfer along the food chain.
Collapse
Affiliation(s)
- Xianzhi Lin
- Key Laboratory of Tropical Marine Bio‐resources and EcologyGuangdong Provincial Key Laboratory of Applied Marine BiologySouth China Sea Institute of OceanologyChinese Academy of SciencesGuangzhouChina
- University of Chinese Academy of SciencesBeijingChina
| | - Simin Hu
- Key Laboratory of Tropical Marine Bio‐resources and EcologyGuangdong Provincial Key Laboratory of Applied Marine BiologySouth China Sea Institute of OceanologyChinese Academy of SciencesGuangzhouChina
| | - Sheng Liu
- Key Laboratory of Tropical Marine Bio‐resources and EcologyGuangdong Provincial Key Laboratory of Applied Marine BiologySouth China Sea Institute of OceanologyChinese Academy of SciencesGuangzhouChina
| | - Hui Huang
- Key Laboratory of Tropical Marine Bio‐resources and EcologyGuangdong Provincial Key Laboratory of Applied Marine BiologySouth China Sea Institute of OceanologyChinese Academy of SciencesGuangzhouChina
- Tropical Marine Biological Research Station in HainanChinese Academy of SciencesSanyaChina
| |
Collapse
|
35
|
Kamenova S, Mayer R, Rubbmark OR, Coissac E, Plantegenest M, Traugott M. Comparing three types of dietary samples for prey DNA decay in an insect generalist predator. Mol Ecol Resour 2018; 18:966-973. [PMID: 29509995 DOI: 10.1111/1755-0998.12775] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2017] [Revised: 02/04/2018] [Accepted: 02/13/2018] [Indexed: 11/28/2022]
Abstract
The rapidly growing field of molecular diet analysis is becoming increasingly popular among ecologists, especially when investigating methodologically challenging groups, such as invertebrate generalist predators. Prey DNA detection success is known to be affected by multiple factors; however, the type of dietary sample has rarely been considered. Here, we address this knowledge gap by comparing prey DNA detection success from three types of dietary samples. In a controlled feeding experiment, using the carabid beetle Pterostichus melanarius as a model predator, we collected regurgitates, faeces and whole consumers (including their gut contents) at different time points postfeeding. All dietary samples were analysed using multiplex PCR, targeting three different length DNA fragments (128, 332 and 612 bp). Our results show that both the type of dietary sample and the size of the DNA fragment contribute to a significant part of the variation found in the detectability of prey DNA. Specifically, we observed that in both regurgitates and whole consumers, prey DNA was detectable significantly longer for all fragment sizes than for faeces. Based on these observations, we conclude that prey DNA detected from regurgitates and whole consumers DNA extracts are comparable, whereas prey DNA detected from faeces, though still sufficiently reliable for ecological studies, will not be directly comparable to the former. Therefore, regurgitates and faeces constitute a useful, nonlethal source for dietary information that could be applied to field studies in situations when invertebrate predators should not be killed.
Collapse
Affiliation(s)
- Stefaniya Kamenova
- Centre d'Etudes Biologiques de Chizé, Villiers-en-Bois, France
- Agrocampus Ouest UMR1349 IGEPP, Rennes, France
- Integrative Biology, University of Guelph, Guelph, ON, Canada
| | - Rebecca Mayer
- Mountain Agriculture Research Unit, Institute of Ecology, University of Innsbruck, Innsbruck, Austria
| | - Oskar R Rubbmark
- Mountain Agriculture Research Unit, Institute of Ecology, University of Innsbruck, Innsbruck, Austria
| | - Eric Coissac
- Laboratoire d'Ecologie Alpine (LECA), Université Grenoble-Alpes, Grenoble, France
- Laboratoire d'Ecologie Alpine (LECA), Centre National de la Recherche Scientifique, Grenoble, France
| | | | - Michael Traugott
- Mountain Agriculture Research Unit, Institute of Ecology, University of Innsbruck, Innsbruck, Austria
| |
Collapse
|
36
|
Leray M, Knowlton N. Censusing marine eukaryotic diversity in the twenty-first century. Philos Trans R Soc Lond B Biol Sci 2017; 371:rstb.2015.0331. [PMID: 27481783 PMCID: PMC4971183 DOI: 10.1098/rstb.2015.0331] [Citation(s) in RCA: 85] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/26/2016] [Indexed: 11/12/2022] Open
Abstract
The ocean constitutes one of the vastest and richest biomes on our planet. Most recent estimations, all based on indirect approaches, suggest that there are millions of marine eukaryotic species. Moreover, a large majority of these are small (less than 1 mm), cryptic and still unknown to science. However, this knowledge gap, caused by the lack of diagnostic morphological features in small organisms and the limited sampling of the global ocean, is currently being filled, thanks to new DNA-based approaches. The molecular technique of PCR amplification of homologous gene regions combined with high-throughput sequencing, routinely used to census unculturable prokaryotes, is now also being used to characterize whole communities of marine eukaryotes. Here, we review how this methodological advancement has helped to better quantify the magnitude and patterns of marine eukaryotic diversity, with an emphasis on taxonomic groups previously largely overlooked. We then discuss obstacles remaining to achieve a global understanding of marine eukaryotic diversity. In particular, we argue that 18S variable regions do not provide sufficient taxonomic resolution to census marine life, and suggest combining broad eukaryotic surveys targeting the 18S rRNA region with more taxon-focused analyses of hypervariable regions to improve our understanding of the diversity of species, the functional units of marine ecosystems. This article is part of the themed issue ‘From DNA barcodes to biomes’.
Collapse
Affiliation(s)
- Matthieu Leray
- National Museum of Natural History, Smithsonian Institution, Washington, DC 20013, USA
| | - Nancy Knowlton
- National Museum of Natural History, Smithsonian Institution, Washington, DC 20013, USA
| |
Collapse
|
37
|
Yoon TH, Kang HE, Lee SR, Lee JB, Baeck GW, Park H, Kim HW. Metabarcoding analysis of the stomach contents of the Antarctic Toothfish ( Dissostichus mawsoni) collected in the Antarctic Ocean. PeerJ 2017; 5:e3977. [PMID: 29134141 PMCID: PMC5680711 DOI: 10.7717/peerj.3977] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2017] [Accepted: 10/10/2017] [Indexed: 01/23/2023] Open
Abstract
Stomach contents of the Antarctic toothfish, Dissostichus mawsoni, collected from subareas 58.4 and 88.3, were analyzed using next generation sequencing (NGS) technology. After processing the raw reads generated by the MiSeq platform, a total of 131,233 contigs (130 operational taxonomic units [OTUs]) were obtained from 163 individuals in subarea 58.4, and 75,961 contigs (105 OTUs) from 164 fish in subarea 88.3. At 98% sequence identity, species names were assigned to most OTUs in this study, indicating the quality of the DNA barcode database for the Antarctic Ocean was sufficient for molecular analysis, especially for fish species. A total of 19 species was identified from the stomach of D. mawsoni in this study, which included 14 fish species and five mollusks. More than 90% of contigs belonged to fish species, supporting the postulate that the major prey of D. mawsoni are fish. Two fish species, Macrourus whitsoni and Chionobathyscus dewitti, were the most important prey items (a finding similar to that of previous studies). We also obtained genotypes of prey items by NGS analysis, identifying an additional 17 representative haplotypes in this study. Comparison with three previous morphological studies and the NGS-based molecular identification in this study extended our knowledge regarding the prey of D. mawsoni, which previously was not possible. These results suggested that NGS-based diet studies are possible, if several current technical limitations, including the quality of the barcode database or the development of precise molecular quantification techniques to link them with morphological values, are overcome. To achieve this, additional studies should be conducted on various marine organisms.
Collapse
Affiliation(s)
- Tae-Ho Yoon
- Interdisciplinary Program of Biomedical, Mechanical and Electrical Engineering, Pukyong National University, Busan, Republic of Korea
| | - Hye-Eun Kang
- Department of Marine Biology, Pukyong National University, Busan, Republic of Korea
| | - Soo Rin Lee
- Interdisciplinary Program of Biomedical, Mechanical and Electrical Engineering, Pukyong National University, Busan, Republic of Korea
| | - Jae-Bong Lee
- National Institute of Fisheries Science (NIFS), Busan, Republic of Korea
| | - Gun Wook Baeck
- Department of Seafood & Aquaculture Science/Institute of Marine Industry/Marine Bio-Education & Research Center, College of Marine Science, Gyeongsang National University, Tongyeong, Republic of Korea
| | - Hyun Park
- Korea Polar Research Institute, Korea Ocean Research and Development Institute, Incheon, Republic of Korea
| | - Hyun-Woo Kim
- Interdisciplinary Program of Biomedical, Mechanical and Electrical Engineering, Pukyong National University, Busan, Republic of Korea.,Department of Marine Biology, Pukyong National University, Busan, Republic of Korea
| |
Collapse
|
38
|
Erickson DL, Reed E, Ramachandran P, Bourg NA, McShea WJ, Ottesen A. Reconstructing a herbivore's diet using a novel rbcL DNA mini-barcode for plants. AOB PLANTS 2017; 9:plx015. [PMID: 28533898 PMCID: PMC5434754 DOI: 10.1093/aobpla/plx015] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/26/2016] [Revised: 03/28/2017] [Accepted: 04/13/2017] [Indexed: 05/05/2023]
Abstract
Next Generation Sequencing and the application of metagenomic analyses can be used to answer questions about animal diet choice and study the consequences of selective foraging by herbivores. The quantification of herbivore diet choice with respect to native versus exotic plant species is particularly relevant given concerns of invasive species establishment and their effects on ecosystems. While increased abundance of white-tailed deer (Odocoileus virginianus) appears to correlate with increased incidence of invasive plant species, data supporting a causal link is scarce. We used a metabarcoding approach (PCR amplicons of the plant rbcL gene) to survey the diet of white-tailed deer (fecal samples), from a forested site in Warren County, Virginia with a comprehensive plant species inventory and corresponding reference collection of plant barcode and chloroplast sequences. We sampled fecal pellet piles and extracted DNA from 12 individual deer in October 2014. These samples were compared to a reference DNA library of plant species collected within the study area. For 72 % of the amplicons, we were able to assign taxonomy at the species level, which provides for the first time-sufficient taxonomic resolution to quantify the relative frequency at which native and exotic plant species are being consumed by white-tailed deer. For each of the 12 individual deer we collected three subsamples from the same fecal sample, resulting in sequencing 36 total samples. Using Qiime, we quantified the plant DNA found in all 36 samples, and found that variance within samples was less than variance between samples (F = 1.73, P = 0.004), indicating additional subsamples may not be necessary. Species level diversity ranged from 60 to 93 OTUs per individual and nearly 70 % of all plant sequences recovered were from native plant species. The number of species detected did reduce significantly (range 4-12) when we excluded species whose OTU composed <1 % of each sample's total. When compared to the abundance of native and non-natives plants inventoried in the local community, our results support the observation that white-tailed deer have strong foraging preferences, but these preferences were not consistent for species in either class. Deer forage behaviour may favour some exotic species, but not all.
Collapse
Affiliation(s)
- David L. Erickson
- Molecular Methods and Subtyping Branch, Division of Microbiology, Centre for Food Safety and Applied Nutrition (CFSAN), FDA, 5001 Campus Drive, College Park, ML 20740, USA
| | - Elizabeth Reed
- Molecular Methods and Subtyping Branch, Division of Microbiology, Centre for Food Safety and Applied Nutrition (CFSAN), FDA, 5001 Campus Drive, College Park, ML 20740, USA
| | - Padmini Ramachandran
- Molecular Methods and Subtyping Branch, Division of Microbiology, Centre for Food Safety and Applied Nutrition (CFSAN), FDA, 5001 Campus Drive, College Park, ML 20740, USA
| | - Norman A. Bourg
- U.S. Geological Survey, National Research Program - Eastern Branch, 12201 Sunrise Valley Drive, MS 430, Reston, VA 20192, USA
| | - William J. McShea
- Smithsonian Conservation Biology Institute, National Zoological Park, 1500 Remount Road, Front Royal, VA 22630, USA
| | - Andrea Ottesen
- Molecular Methods and Subtyping Branch, Division of Microbiology, Centre for Food Safety and Applied Nutrition (CFSAN), FDA, 5001 Campus Drive, College Park, ML 20740, USA
| |
Collapse
|
39
|
Leray M, Knowlton N. Random sampling causes the low reproducibility of rare eukaryotic OTUs in Illumina COI metabarcoding. PeerJ 2017; 5:e3006. [PMID: 28348924 PMCID: PMC5364921 DOI: 10.7717/peerj.3006] [Citation(s) in RCA: 74] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2016] [Accepted: 01/20/2017] [Indexed: 12/15/2022] Open
Abstract
DNA metabarcoding, the PCR-based profiling of natural communities, is becoming the method of choice for biodiversity monitoring because it circumvents some of the limitations inherent to traditional ecological surveys. However, potential sources of bias that can affect the reproducibility of this method remain to be quantified. The interpretation of differences in patterns of sequence abundance and the ecological relevance of rare sequences remain particularly uncertain. Here we used one artificial mock community to explore the significance of abundance patterns and disentangle the effects of two potential biases on data reproducibility: indexed PCR primers and random sampling during Illumina MiSeq sequencing. We amplified a short fragment of the mitochondrial Cytochrome c Oxidase Subunit I (COI) for a single mock sample containing equimolar amounts of total genomic DNA from 34 marine invertebrates belonging to six phyla. We used seven indexed broad-range primers and sequenced the resulting library on two consecutive Illumina MiSeq runs. The total number of Operational Taxonomic Units (OTUs) was ∼4 times higher than expected based on the composition of the mock sample. Moreover, the total number of reads for the 34 components of the mock sample differed by up to three orders of magnitude. However, 79 out of 86 of the unexpected OTUs were represented by <10 sequences that did not appear consistently across replicates. Our data suggest that random sampling of rare OTUs (e.g., small associated fauna such as parasites) accounted for most of variation in OTU presence–absence, whereas biases associated with indexed PCRs accounted for a larger amount of variation in relative abundance patterns. These results suggest that random sampling during sequencing leads to the low reproducibility of rare OTUs. We suggest that the strategy for handling rare OTUs should depend on the objectives of the study. Systematic removal of rare OTUs may avoid inflating diversity based on common β descriptors but will exclude positive records of taxa that are functionally important. Our results further reinforce the need for technical replicates (parallel PCR and sequencing from the same sample) in metabarcoding experimental designs. Data reproducibility should be determined empirically as it will depend upon the sequencing depth, the type of sample, the sequence analysis pipeline, and the number of replicates. Moreover, estimating relative biomasses or abundances based on read counts remains elusive at the OTU level.
Collapse
Affiliation(s)
- Matthieu Leray
- National Museum of Natural History, Smithsonian Institution, Washington, D.C., USA; Smithsonian Tropical Research Institute, Smithsonian Institution, Panama City, Balboa, Ancon, Republic of Panama
| | - Nancy Knowlton
- National Museum of Natural History, Smithsonian Institution , Washington , D.C. , USA
| |
Collapse
|
40
|
Nakadai R, Kawakita A. Patterns of temporal and enemy niche use by a community of leaf cone moths (Caloptilia) coexisting on maples (Acer) as revealed by metabarcoding. Mol Ecol 2017; 26:3309-3319. [PMID: 28316099 DOI: 10.1111/mec.14105] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2016] [Revised: 03/01/2017] [Accepted: 03/08/2017] [Indexed: 12/31/2022]
Abstract
The diversity of herbivorous insects is often considered a function of host plant diversity. However, recent research has uncovered many examples of closely related herbivores using the same host plant(s), suggesting that partitioning of host plants is not the only mechanism generating diversity. Herbivores sharing hosts may utilize different parts of the same plant, but such resource partitioning is often not apparent; hence, the factors that allow closely related herbivores to coexist are still largely undetermined. We examined whether partitioning of phenology or natural enemies may explain the coexistence of leaf cone moths (Caloptilia; Gracillariidae) associated with maples (Acer; Sapindaceae). Larval activity of 10 sympatric Caloptilia species found on nine maple species was monitored every 2-3 weeks for a total of 13 sampling events, and an exhaustive search for internal parasitoid wasps was conducted using high-throughput sequencing. Blocking primers were used to facilitate the detection of wasp larvae inside moth tissue. We found considerable phenological overlap among Caloptilia species, with two clear peaks in July and September-October. Coexisting Caloptilia species also had largely overlapping parasitoid communities; a total of 13 chalcid and ichneumon wasp species attacked Caloptilia in a nonspecific fashion at an overall parasitism rate of 46.4%. Although coexistence may be facilitated by factors not accounted for in this study, it appears that niche partitioning is not necessary for closely related herbivores to stably coexist on shared hosts. Co-occurrence without resource partitioning may provide an additional axis along which herbivorous insects attain increased species richness.
Collapse
Affiliation(s)
- Ryosuke Nakadai
- Center for Ecological Research, Kyoto University, Hirano 2-509-3, Otsu, Shiga, 520-2113, Japan
| | - Atsushi Kawakita
- Center for Ecological Research, Kyoto University, Hirano 2-509-3, Otsu, Shiga, 520-2113, Japan
| |
Collapse
|
41
|
Kamenova S, Bartley T, Bohan D, Boutain J, Colautti R, Domaizon I, Fontaine C, Lemainque A, Le Viol I, Mollot G, Perga ME, Ravigné V, Massol F. Invasions Toolkit. ADV ECOL RES 2017. [DOI: 10.1016/bs.aecr.2016.10.009] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
|
42
|
Oliveira LM, Knebelsberger T, Landi M, Soares P, Raupach MJ, Costa FO. Assembling and auditing a comprehensive DNA barcode reference library for European marine fishes. JOURNAL OF FISH BIOLOGY 2016; 89:2741-2754. [PMID: 27739061 DOI: 10.1111/jfb.13169] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/14/2016] [Accepted: 09/06/2016] [Indexed: 06/06/2023]
Abstract
A large-scale comprehensive reference library of DNA barcodes for European marine fishes was assembled, allowing the evaluation of taxonomic uncertainties and species genetic diversity that were otherwise hidden in geographically restricted studies. A total of 4118 DNA barcodes were assigned to 358 species generating 366 Barcode Index Numbers (BIN). Initial examination revealed as much as 141 BIN discordances (more than one species in each BIN). After implementing an auditing and five-grade (A-E) annotation protocol, the number of discordant species BINs was reduced to 44 (13% grade E), while concordant species BINs amounted to 271 (78% grades A and B) and 14 other had insufficient data (grade D). Fifteen species displayed comparatively high intraspecific divergences ranging from 2·6 to 18·5% (grade C), which is biologically paramount information to be considered in fish species monitoring and stock assessment. On balance, this compilation contributed to the detection of 59 European fish species probably in need of taxonomic clarification or re-evaluation. The generalized implementation of an auditing and annotation protocol for reference libraries of DNA barcodes is recommended.
Collapse
Affiliation(s)
- L M Oliveira
- Center of Molecular and Environmental Biology (CBMA), University of Minho, Campus de Gualtar, 4710-057, Braga, Portugal
| | - T Knebelsberger
- Senckenberg am Meer, German Center for Marine Biodiversity Research (DZMB), Suedstrand 44, 26382, Wilhelmshaven, Germany
| | - M Landi
- Center of Molecular and Environmental Biology (CBMA), University of Minho, Campus de Gualtar, 4710-057, Braga, Portugal
| | - P Soares
- Center of Molecular and Environmental Biology (CBMA), University of Minho, Campus de Gualtar, 4710-057, Braga, Portugal
| | - M J Raupach
- Senckenberg am Meer, German Center for Marine Biodiversity Research (DZMB), Suedstrand 44, 26382, Wilhelmshaven, Germany
| | - F O Costa
- Center of Molecular and Environmental Biology (CBMA), University of Minho, Campus de Gualtar, 4710-057, Braga, Portugal
| |
Collapse
|
43
|
Holovachov O. Metabarcoding of marine nematodes - evaluation of reference datasets used in tree-based taxonomy assignment approach. Biodivers Data J 2016:e10021. [PMID: 27932919 PMCID: PMC5136706 DOI: 10.3897/bdj.4.e10021] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2016] [Accepted: 09/15/2016] [Indexed: 11/30/2022] Open
Abstract
Background Metabarcoding is becoming a common tool used to assess and compare diversity of organisms in environmental samples. Identification of OTUs is one of the critical steps in the process and several taxonomy assignment methods were proposed to accomplish this task. This publication evaluates the quality of reference datasets, alongside with several alignment and phylogeny inference methods used in one of the taxonomy assignment methods, called tree-based approach. This approach assigns anonymous OTUs to taxonomic categories based on relative placements of OTUs and reference sequences on the cladogram and support that these placements receive. New information In tree-based taxonomy assignment approach, reliable identification of anonymous OTUs is based on their placement in monophyletic and highly supported clades together with identified reference taxa. Therefore, it requires high quality reference dataset to be used. Resolution of phylogenetic trees is strongly affected by the presence of erroneous sequences as well as alignment and phylogeny inference methods used in the process. Two preparation steps are essential for the successful application of tree-based taxonomy assignment approach. Completing the above mentioned preparation steps is expected to decrease the number of unassigned OTUs and thus improve the results of the tree-based taxonomy assignment approach.
Collapse
|
44
|
Australian Tropical Marine Micromolluscs: An Overwhelming Bias. DIVERSITY-BASEL 2016. [DOI: 10.3390/d8030017] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
|
45
|
Roslin T, Majaneva S. The use of DNA barcodes in food web construction-terrestrial and aquatic ecologists unite! Genome 2016; 59:603-28. [PMID: 27484156 DOI: 10.1139/gen-2015-0229] [Citation(s) in RCA: 68] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
By depicting who eats whom, food webs offer descriptions of how groupings in nature (typically species or populations) are linked to each other. For asking questions on how food webs are built and work, we need descriptions of food webs at different levels of resolution. DNA techniques provide opportunities for highly resolved webs. In this paper, we offer an exposé of how DNA-based techniques, and DNA barcodes in particular, have recently been used to construct food web structure in both terrestrial and aquatic systems. We highlight how such techniques can be applied to simultaneously improve the taxonomic resolution of the nodes of the web (i.e., the species), and the links between them (i.e., who eats whom). We end by proposing how DNA barcodes and DNA information may allow new approaches to the construction of larger interaction webs, and overcome some hurdles to achieving adequate sample size. Most importantly, we propose that the joint adoption and development of these techniques may serve to unite approaches to food web studies in aquatic and terrestrial systems-revealing the extent to which food webs in these environments are structured similarly to or differently from each other, and how they are linked by dispersal.
Collapse
Affiliation(s)
- Tomas Roslin
- a Department of Ecology, Swedish University of Agricultural Sciences, Box 7044, 750 07 Uppsala, Sweden.,b Spatial Foodweb Ecology Group, Department of Agricultural Sciences, PO Box 27, (Latokartanonkaari 5), FI-00014 University of Helsinki, Finland
| | - Sanna Majaneva
- c Centre for Ecology and Evolution in Microbial model Systems (EEMiS), Department of Biology and Environmental Science, Linnaeus University, 39182 Kalmar, Sweden
| |
Collapse
|
46
|
Oyafuso ZS, Toonen RJ, Franklin EC. Temporal and spatial trends in prey composition of wahoo Acanthocybium solandri: a diet analysis from the central North Pacific Ocean using visual and DNA bar-coding techniques. JOURNAL OF FISH BIOLOGY 2016; 88:1501-1523. [PMID: 27059148 DOI: 10.1111/jfb.12928] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/18/2015] [Accepted: 01/26/2016] [Indexed: 06/05/2023]
Abstract
A diet analysis was conducted on 444 wahoo Acanthocybium solandri caught in the central North Pacific Ocean longline fishery and a nearshore troll fishery surrounding the Hawaiian Islands from June to December 2014. In addition to traditional observational methods of stomach contents, a DNA bar-coding approach was integrated into the analysis by sequencing the cytochrome c oxidase subunit 1 (COI) region of the mtDNA genome to taxonomically identify individual prey items that could not be classified visually to species. For nearshore-caught A. solandri, juvenile pre-settlement reef fish species from various families dominated the prey composition during the summer months, followed primarily by Carangidae in autumn months. Gempylidae, Echeneidae and Scombridae were dominant prey taxa from the offshore fishery. Molidae was a common prey family found in stomachs collected north-east of the Hawaiian Archipelago while tetraodontiform reef fishes, known to have extended pelagic stages, were prominent prey items south-west of the Hawaiian Islands. The diet composition of A. solandri was indicative of an adaptive feeder and thus revealed dominant geographic and seasonal abundances of certain taxa from various ecosystems in the marine environment. The addition of molecular bar-coding to the traditional visual method of prey identifications allowed for a more comprehensive range of the prey field of A. solandri to be identified and should be used as a standard component in future diet studies.
Collapse
Affiliation(s)
- Z S Oyafuso
- Hawaii Institute of Marine Biology, School of Ocean and Earth Science and Technology, University of Hawaii, Kaneohe, HI, 96744, U.S.A
| | - R J Toonen
- Hawaii Institute of Marine Biology, School of Ocean and Earth Science and Technology, University of Hawaii, Kaneohe, HI, 96744, U.S.A
| | - E C Franklin
- Hawaii Institute of Marine Biology, School of Ocean and Earth Science and Technology, University of Hawaii, Kaneohe, HI, 96744, U.S.A
| |
Collapse
|
47
|
Leal MC, Ferrier-Pagès C. Molecular trophic markers in marine food webs and their potential use for coral ecology. Mar Genomics 2016; 29:1-7. [PMID: 26896098 DOI: 10.1016/j.margen.2016.02.003] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2015] [Revised: 02/01/2016] [Accepted: 02/05/2016] [Indexed: 12/25/2022]
Abstract
Notable advances in ecological genomics have been driven by high-throughput sequencing technology and taxonomically broad sequence repositories that allow us to accurately assess species interactions with great taxonomic resolution. The use of DNA as a marker for ingested food is particularly relevant to address predator-prey interactions and disentangle complex marine food webs. DNA-based methods benefit from reductionist molecular approaches to address ecosystem scale processes, such as community structure and energy flow across trophic levels, among others. Here we review how molecular trophic markers have been used to better understand trophic interactions in the marine environment and their advantages and limitations. We focus on animal groups where research has been focused, such as marine mammals, seabirds, fishes, pelagic invertebrates and benthic invertebrates, and use case studies to illustrate how DNA-based methods unraveled food-web interactions. The potential of molecular trophic markers for disentangling the complex trophic ecology of corals is also discussed.
Collapse
Affiliation(s)
- Miguel Costa Leal
- Dept. of Fish Ecology Evolution, Eawag: Swiss Federal Institute of Aquatic Science and Technology, Center for Ecology, Evolution and Biogeochemistry; Seestrasse 79, 6047 Kastanienbaum, Switzerland.
| | - Christine Ferrier-Pagès
- Centre Scientifique du Monaco, Ecophysiology team, 8 Quai Antoine ler, MC-98000 Monaco, Monaco.
| |
Collapse
|
48
|
Leray M, Haenel Q, Bourlat SJ. Preparation of Amplicon Libraries for Metabarcoding of Marine Eukaryotes Using Illumina MiSeq: The Adapter Ligation Method. Methods Mol Biol 2016; 1452:209-18. [PMID: 27460380 DOI: 10.1007/978-1-4939-3774-5_14] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Amplicon-based studies of marine microscopic eukaryotes, also referred to as metabarcoding studies, can be performed to analyze patterns of biodiversity or predator-prey interactions targeting the mitochondrial cytochrome oxidase 1 (CO1) or the small ribosomal subunit (SSU) markers. Because high-throughput sequencing (HTS) Illumina platforms provide millions of reads per run, hundreds of samples may be sequenced simultaneously. This protocol details the preparation of multiplexed amplicon libraries for Illumina MiSeq sequencing. We describe a strategy for sample multiplexing using a combination of tailed PCR primers and ligation of indexed adapters.
Collapse
Affiliation(s)
- Matthieu Leray
- Department of Invertebrate Zoology, National Museum of Natural History, Smithsonian Institution, 10th and Constitution Ave., NW, Washington, DC, 20560, USA.
| | - Quiterie Haenel
- Department of Biological and Environmental Sciences, University of Gothenburg, Box 461, Gothenburg, SE-413 19, Sweden
| | - Sarah J Bourlat
- Department of Marine Sciences, University of Gothenburg, Gothenburg, Sweden
| |
Collapse
|