1
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Douard M, Fernandez S, Garcia-Vazquez E, Planes S. Rapid expansion and ecosystem health risk of invasive biopollutants dispersed by maritime traffic in French Polynesia. MARINE POLLUTION BULLETIN 2024; 208:116927. [PMID: 39255672 DOI: 10.1016/j.marpolbul.2024.116927] [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: 06/26/2024] [Revised: 08/31/2024] [Accepted: 08/31/2024] [Indexed: 09/12/2024]
Abstract
The introduction of biopollutant species challenge ecosystem health and economy in remote islands. Here we checked the advance of invasive fouling species in five French Polynesian islands. Expansion of invasive species (Acantophora spicifera, Bugula neritina, Chthamalus proteus, Dendostrea frons) was detected using individual barcoding (COI for animals, RBLC for algae), and metabarcoding on biofouling (COI and 18S sequences). They were especially abundant in Port Phaeton (Tahiti), Bora Bora and Rangiroa atoll. Chthamalus proteus is a vector of bacterial diseases and may harm native French Polynesian mollusks. Dendostrea frons is a vector of Perkinsus, a parasite to which black pearl oysters, the mainstay of the Polynesian economy, are susceptible. High ecological and epidemiological risks were estimated for C. proteus and D. frons, and ecological risks also for A. spicifera and especially for B. neritina. Strengthening marine biosecurity measures is highly recommended to conserve these unique ecosystems and their associated services.
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Affiliation(s)
- Margaux Douard
- Centre de Recherche Insulaire et Observatoire de l'Environnement, Moorea, French Polynesia
| | - Sara Fernandez
- Department of Functional Biology, University of Oviedo, C/Julian Claveria s/n, 33006 Oviedo, Spain
| | - Eva Garcia-Vazquez
- Department of Functional Biology, University of Oviedo, C/Julian Claveria s/n, 33006 Oviedo, Spain.
| | - Serge Planes
- Centre de Recherche Insulaire et Observatoire de l'Environnement, Moorea, French Polynesia; USR3278 CRIOBE EPHE-CNRS-UPVD, 66860 Perpignan, France
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2
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Yuan B, He G, Dong W. The first complete mitochondrial genome of the genus Laelaps with novel gene arrangement reveals extensive rearrangement and phylogenetics in the superfamily Dermanyssoidea. EXPERIMENTAL & APPLIED ACAROLOGY 2024; 93:515-535. [PMID: 39017744 DOI: 10.1007/s10493-024-00943-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/05/2023] [Accepted: 06/26/2024] [Indexed: 07/18/2024]
Abstract
We collected 56 specimens of Laelaps chini from the endemic Hengduan Mountain rat species (Eothenomys miletus) and obtained the first complete mitochondrial genome of L. chini by next-generation sequencing (NGS). The L. chini mitogenome is 16,507 bp in size and contains 37 genes and a control region of 2380 bp in length. The L. chini mitogenome has a high AT content and a compact arrangement with four overlapping regions ranging from 1 to 2 bp and 16 spacer regions ranging from 1 to 48 bp. We analyzed 13 protein-coding genes of L. chini mitogenome and found that protein-coding genes in the L. chini mitogenome preferred codons ending in A/U and codon usage pattern was mainly influenced by natural selection. Cox1 has the slowest evolution rate and cox3 has the fastest evolution rate. We combined the mitochondrial genome of eight species of gamasid mites in the superfamily Dermanyssoidea from Genbank and the L. chini mitochondrial genome to analyze its rearrangement patterns and breakpoint numbers. We found that the L. chini mitogenome showed a novel arrangement pattern and nine species of gamasid mites in the superfamily Dermanyssoidea, which have been sequenced complete mitochondrial genomes to date, all showed different degrees of rearrangement. Laelaps chini, Echinolaelaps echidninus and Echinolaelaps fukinenensis were closely related species based on genetic distance and phylogenetic analyses. Notably they are clustered with Varroa destructor of the family Varroidae, suggesting that the family Varroidae is more closely related to the family Laelapidae, but more data are needed to test whether Varroa can be classified under the family Laelapidae. The L. chini mitogenome is the first complete mitochondrial genome for the genus Laelaps, and contributes to further exploration of the mitochondrial gene rearrangements and phylogeny for the superfamily Dermanyssoidea.
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Affiliation(s)
- Bili Yuan
- Yunnan Provincial Key Laboratory for Zoonosis Control and Prevention, Institute of Pathogens and Vectors, Dali University, Dali, 671000, Yunnan, China
| | - Gangxian He
- Yunnan Provincial Key Laboratory for Zoonosis Control and Prevention, Institute of Pathogens and Vectors, Dali University, Dali, 671000, Yunnan, China
| | - Wenge Dong
- Yunnan Provincial Key Laboratory for Zoonosis Control and Prevention, Institute of Pathogens and Vectors, Dali University, Dali, 671000, Yunnan, China.
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3
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Wu H, Cui Z, Huang X, Kong F, Wang Z, Cui H, Liu Y. Seasonal host shifts based on midgut residues of Protaetia brevitarsis (Coleoptera: Scarabaeidae). JOURNAL OF ECONOMIC ENTOMOLOGY 2024:toae214. [PMID: 39340278 DOI: 10.1093/jee/toae214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2024] [Revised: 08/21/2024] [Accepted: 08/31/2024] [Indexed: 09/30/2024]
Abstract
White-spotted flower chafer adult (Protaetia brevitarsis, Coleoptera: Scarabaeidae), a serious omnivorous pest in regions with multiple fruits and crops, was studied to gain a deeper understanding of its damage patterns. DNA molecular tracking technology was used to identify host plant residues in adult P. brevitarsis midgut, and plant species with the most availability were determined during their growing season. Combining the 2019 and 2021 results, it was found that adults in the multi-cropped area fed on 32 plant species from 23 families, with grape (Vitis vinifera, 40%), peach (Prunus perisica, 23%) and mulberry (Morus alba, 14%) making up the majority of their diet. Some adults fed on multiple plant hosts, with four species detected in one adult and two to three species detected in one-third of adults. Adults shifted among host species during the season, moving from mulberry or grape to peach and then back to grape. These results provide a scientific basis for in-depth research to develop green integrated control technologies against P. brevitarsis adults.
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Affiliation(s)
- Hui Wu
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Zhuangzhi Cui
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Xiaoqing Huang
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Fanfang Kong
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Zhongyue Wang
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Haizhen Cui
- Agriculture and Rural Bureau of Boxing, Agricultural Technology Extension Center, Shandong, China
| | - Yongqiang Liu
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, China
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, No. 2, Yuanmingyuan West Road, Haidian District, Beijing 100193, China
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4
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Oberreiter V, Gelabert P, Brück F, Franz S, Zelger E, Szedlacsek S, Cheronet O, Cano FT, Exler F, Zagorc B, Karavanić I, Banda M, Gasparyan B, Straus LG, Gonzalez Morales MR, Kappelman J, Stahlschmidt M, Rattei T, Kraemer SM, Sawyer S, Pinhasi R. Maximizing efficiency in sedimentary ancient DNA analysis: a novel extract pooling approach. Sci Rep 2024; 14:19388. [PMID: 39169089 PMCID: PMC11339378 DOI: 10.1038/s41598-024-69741-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Accepted: 08/08/2024] [Indexed: 08/23/2024] Open
Abstract
In the last few decades, the field of ancient DNA has taken a new direction towards using sedimentary ancient DNA (sedaDNA) for studying human and mammalian population dynamics as well as past ecosystems. However, the screening of numerous sediment samples from archaeological sites remains a time-consuming and costly endeavor, particularly when targeting hominin DNA. Here, we present a novel high-throughput method that facilitates the fast and efficient analysis of sediment samples by applying a pooled testing approach. This method combines multiple extracts, enabling early parallelization of laboratory procedures and effective aDNA screening. Pooled samples with detectable aDNA signals undergo detailed analysis, while empty pools are discarded. We have successfully applied our method to multiple sediment samples from Middle and Upper Paleolithic sites in Europe, Asia, and Africa. Notably, our results reveal that an aDNA signal remains discernible even when pooled with four negative samples. We also demonstrate that the DNA yield of double-stranded libraries increases significantly when reducing the extract input, potentially mitigating the effects of inhibition. By embracing this innovative approach, researchers can analyze large numbers of sediment samples for aDNA preservation, achieving significant cost reductions of up to 70% and reducing hands-on laboratory time to one-fifth.
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Affiliation(s)
- Victoria Oberreiter
- Department of Evolutionary Anthropology, University of Vienna, Vienna, Austria
- Human Evolution and Archaeological Sciences (HEAS), University of Vienna, Vienna, Austria
| | - Pere Gelabert
- Department of Evolutionary Anthropology, University of Vienna, Vienna, Austria.
- Human Evolution and Archaeological Sciences (HEAS), University of Vienna, Vienna, Austria.
- Departament de Biologia Animal, de Biologia Vegetal i d'Ecologia, Universitat Autònoma de Barcelona, Bellaterra, Spain.
| | - Florian Brück
- Department of Botany and Biodiversity Research, University of Vienna, Vienna, Austria
| | - Stefan Franz
- Department of Evolutionary Anthropology, University of Vienna, Vienna, Austria
| | - Evelyn Zelger
- Department of Evolutionary Anthropology, University of Vienna, Vienna, Austria
| | - Sophie Szedlacsek
- Department of Evolutionary Anthropology, University of Vienna, Vienna, Austria
| | - Olivia Cheronet
- Department of Evolutionary Anthropology, University of Vienna, Vienna, Austria
- Human Evolution and Archaeological Sciences (HEAS), University of Vienna, Vienna, Austria
| | | | - Florian Exler
- Department of Evolutionary Anthropology, University of Vienna, Vienna, Austria
- Human Evolution and Archaeological Sciences (HEAS), University of Vienna, Vienna, Austria
- Department of Environmental Geosciences, Centre for Microbiology and Environmental Systems Science, University of Vienna, Vienna, Austria
| | - Brina Zagorc
- Department of Evolutionary Anthropology, University of Vienna, Vienna, Austria
- Human Evolution and Archaeological Sciences (HEAS), University of Vienna, Vienna, Austria
| | - Ivor Karavanić
- Department of Archaeology, Faculty of Humanities and Social Sciences, University of Zagreb, Zagreb, Croatia
| | - Marko Banda
- Department of Archaeology, Faculty of Humanities and Social Sciences, University of Zagreb, Zagreb, Croatia
| | - Boris Gasparyan
- Institute of Archaeology and Ethnography, National Academy of Sciences of the Republic of Armenia, Yerevan, Armenia
| | - Lawrence Guy Straus
- Department of Anthropology, University of New Mexico, Albuquerque, USA
- EvoAdapta Group Universidad de Cantabria, Santander, Spain
| | - Manuel R Gonzalez Morales
- Instituto Internacional de Investigaciones Prehistóricas de Cantabria, Universidad de Cantabria, Gobierno de Cantabria, Banco Santander, Spain
| | - John Kappelman
- Department of Anthropology and Department of Earth and Planetary Sciences, The University of Texas, Austin, TX, USA
| | - Mareike Stahlschmidt
- Department of Evolutionary Anthropology, University of Vienna, Vienna, Austria
- Human Evolution and Archaeological Sciences (HEAS), University of Vienna, Vienna, Austria
| | - Thomas Rattei
- Division of Computational Systems Biology, Centre for Microbiology and Environmental Systems Science, University of Vienna, Vienna, Austria
| | - Stephan M Kraemer
- Human Evolution and Archaeological Sciences (HEAS), University of Vienna, Vienna, Austria
- Department of Environmental Geosciences, Centre for Microbiology and Environmental Systems Science, University of Vienna, Vienna, Austria
- Institut für Analytische Chemie, University of Vienna, Vienna, Austria
- Forschungsverbund Umwelt und Klima, University of Vienna, Vienna, Austria
| | - Susanna Sawyer
- Department of Evolutionary Anthropology, University of Vienna, Vienna, Austria.
- Human Evolution and Archaeological Sciences (HEAS), University of Vienna, Vienna, Austria.
| | - Ron Pinhasi
- Department of Evolutionary Anthropology, University of Vienna, Vienna, Austria.
- Human Evolution and Archaeological Sciences (HEAS), University of Vienna, Vienna, Austria.
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5
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Zheng JX, Sun XH, Wei X, Wang G, Yuan CQ, Weng XD, Zuo QQ, Liu JY, Mu ZQ, Mao TC, Ding YZ, Wang XM, Wang X, Wang ZH. Species Composition of a Small Mammal Community and Prevalence of Echinococcus spp. in the Alpine Pastoral Area of the Eastern Tibetan Plateau. Pathogens 2024; 13:558. [PMID: 39057785 PMCID: PMC11280319 DOI: 10.3390/pathogens13070558] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2024] [Revised: 06/23/2024] [Accepted: 06/27/2024] [Indexed: 07/28/2024] Open
Abstract
We aimed to investigate the species composition of a small mammal community and the prevalence of Echinococcus spp. in a typical endemic area of the Tibetan Plateau. One pika and five rodent species were identified based on the morphological characteristics of 1278 small mammal specimens collected during 2014-2019. Detection of Echinococcus DNA in tissue samples from small mammal specimens revealed that Ochotona curzoniae (pika, total prevalence: 6.02%, 26/432), Neodon fuscus (5.91%, 38/643), N. leucurus (2.50%, 3/120), and Alexandromys limnophilus (21.74%, 10/46) were infected by both E. multilocularis and E. shiquicus; Cricetulus longicaudatus (16.67%, 1/6) was infected by E. shiquicus; and no infection was detected in N. irene (0/15). Neodon fuscus and O. curzoniae were the two most abundant small mammal species. There was no significant difference in the prevalence of pika and the overall rodent species assemblage (6.26%, 53/846); however, the larger rodent populations suggested that more attention should be paid to their role in the transmission of echinococcosis in the wildlife reservoir, which has long been underestimated. Moreover, although DNA barcoding provides a more efficient method than traditional morphological methods for identifying large numbers of small mammal samples, commonly used barcodes failed to distinguish the three Neodon species in this study. The close genetic relationships between these species suggest the need to develop more powerful molecular taxonomic tools.
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Affiliation(s)
- Jia-Xin Zheng
- School of Life Sciences, East China Normal University, Shanghai 200241, China
| | - Xiao-Hui Sun
- School of Life Sciences, East China Normal University, Shanghai 200241, China
| | - Xu Wei
- School of Life Sciences, East China Normal University, Shanghai 200241, China
| | - Gang Wang
- School of Life Sciences, East China Normal University, Shanghai 200241, China
| | - Chang-Qing Yuan
- School of Life Sciences, East China Normal University, Shanghai 200241, China
| | - Xiao-Dong Weng
- School of Life Sciences, East China Normal University, Shanghai 200241, China
- Institute of Biological Resources, Jiangxi Academy of Sciences, Nanchang 330096, China
| | - Qing-Qiu Zuo
- School of Life Sciences, East China Normal University, Shanghai 200241, China
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, National Institute of Parasitic Diseases, Chinese Center for Disease Control and Prevention (Chinese Center for Tropical Diseases Research), Shanghai 200025, China
- Key Laboratory of Parasite and Vector Biology, National Health Commission of the People’s Republic of China, Shanghai 200025, China
- World Health Organization Collaborating Center for Tropical Diseases, Shanghai 200025, China
| | - Jia-Yu Liu
- School of Life Sciences, East China Normal University, Shanghai 200241, China
| | - Zhi-Qiang Mu
- School of Life Sciences, East China Normal University, Shanghai 200241, China
| | - Tian-Ci Mao
- School of Life Sciences, East China Normal University, Shanghai 200241, China
| | - You-Zhong Ding
- School of Life Sciences, East China Normal University, Shanghai 200241, China
| | - Xiao-Ming Wang
- School of Life Sciences, East China Normal University, Shanghai 200241, China
| | - Xu Wang
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, National Institute of Parasitic Diseases, Chinese Center for Disease Control and Prevention (Chinese Center for Tropical Diseases Research), Shanghai 200025, China
- Key Laboratory of Parasite and Vector Biology, National Health Commission of the People’s Republic of China, Shanghai 200025, China
- World Health Organization Collaborating Center for Tropical Diseases, Shanghai 200025, China
| | - Zheng-Huan Wang
- School of Life Sciences, East China Normal University, Shanghai 200241, China
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6
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Marcuk V, Piña-Ortiz A, Castillo-Guerrero JA, Masello JF, Bustamante P, Griep S, Quillfeldt P. Trophic plasticity of a tropical seabird revealed through DNA metabarcoding and stable isotope analyses. MARINE ENVIRONMENTAL RESEARCH 2024; 199:106627. [PMID: 38968803 DOI: 10.1016/j.marenvres.2024.106627] [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: 05/04/2024] [Revised: 06/19/2024] [Accepted: 06/28/2024] [Indexed: 07/07/2024]
Abstract
DNA metabarcoding and stable isotope analysis have significantly advanced our understanding of marine trophic ecology, aiding systematic research on foraging habits and species conservation. In this study, we employed these methods to analyse faecal and blood samples, respectively, to compare the trophic ecology of two Red-billed Tropicbird (Phaethonaethereus; Linnaeus, 1758) colonies on Mexican islands in the Pacific. Trophic patterns among different breeding stages were also examined at both colonies. Dietary analysis reveals a preference for epipelagic fish, cephalopods, and small crustaceans, with variations between colonies and breeding stages. Isotopic values (δ15N and δ13C) align with DNA metabarcoding results, with wider niches during incubation stages. Differences in diet are linked to environmental conditions and trophic plasticity among breeding stages, influenced by changing physiological requirements and prey availability. Variations in dietary profiles reflect contrasting environmental conditions affecting local prey availability.
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Affiliation(s)
- Vladislav Marcuk
- Department of Animal Ecology and Systematics, Justus Liebig University Giessen, Heinrich-Buff-Ring 26, 35392, Giessen, Germany.
| | - Alberto Piña-Ortiz
- Department of Animal Ecology and Systematics, Justus Liebig University Giessen, Heinrich-Buff-Ring 26, 35392, Giessen, Germany.
| | - José Alfredo Castillo-Guerrero
- Departamento de Estudios para el Desarrollo Sustentable de la Zona Costera, Centro Universitario de la Costa Sur, Universidad de Guadalajara, Gómez Farías 82, San Patricio-Melaque, Municipio de Cihuatlán, Jalisco, C.P. 48980, Mexico.
| | - Juan F Masello
- Department of Animal Behaviour, Bielefeld University, Germany; Department of Biological Sciences, University of Venda, Private Bag X5050, Thohoyandou, 0950, South Africa.
| | - Paco Bustamante
- LIttoral, Environnement et Societés (LIENSs), UMR 7266 CNRS - La Rochelle Université, 17000, La Rochelle, France.
| | - Sven Griep
- Institute for Bioinformatics and Systems Biology, Justus Liebig University Giessen, Heinrich-Buff-Ring 58, D-35392, Giessen, Germany.
| | - Petra Quillfeldt
- Department of Animal Ecology and Systematics, Justus Liebig University Giessen, Heinrich-Buff-Ring 26, 35392, Giessen, Germany.
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7
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Ren J, Ren L, Zhang R. Delimiting species, revealing cryptic diversity, and population divergence in Qinghai-Tibet Plateau weevils through DNA barcoding. Ecol Evol 2024; 14:e11592. [PMID: 38979006 PMCID: PMC11229427 DOI: 10.1002/ece3.11592] [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: 11/08/2023] [Revised: 05/26/2024] [Accepted: 06/03/2024] [Indexed: 07/10/2024] Open
Abstract
The Leptomias group represents one of the most diverse taxonomic group of weevils in the Qinghai-Tibet Plateau and its adjacent areas. Despite the potential of hidden diversity, relatively few comprehensive studies have been conducted on species diversity in this taxonomic group. In this study, we performed DNA barcoding analysis for species of the Leptomias group using a comprehensive DNA barcode dataset that included 476 sequences representing 54 morphospecies. Within the dataset, our laboratory contributed 474 sequences, and 390 sequences were newly generated for this study. The average Kimura 2-parameter distances among morphospecies and genera were 0.76% and 19.15%, respectively. In 94.4% of the species, the minimum interspecific distances exceeded the maximum intraspecific distances, indicating the presence of barcode gaps in most species of Leptomias group. The application of Automatic Barcode Gap Discovery, Assemble Species by Automatic Partitioning, Barcode Index Number, Bayesian Poisson tree processes, jMOTU, and Neighbor-joining tree methods revealed 45, 45, 63, 54, and 55 distinct clusters representing single species, respectively. Additionally, a total of four morphospecies, Leptomias kangmarensis, L. midlineatus, L. siahus, and L. sp.9RL, were found to be assigned to multiple subclade each, indicating the geographical divergences and the presence of cryptic diversity. Our findings of this study demonstrate that Qinghai-Tibet Plateau exhibits a higher species diversity of the Leptomias group, and it is imperative to investigate cryptic species within certain morphospecies using integrative taxonomic approaches in future studies. Moreover, the construction of a DNA barcode reference library presented herein establishes a robust foundational dataset to support forthcoming research on weevil taxonomy, phylogenetics, ecology, and evolution.
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Affiliation(s)
- Jinliang Ren
- Key Laboratory of Zoological Systematics and Evolution, Institute of ZoologyChinese Academy of SciencesBeijingChina
- College of Life ScienceUniversity of Chinese Academy of SciencesBeijingChina
| | - Li Ren
- Key Laboratory of Zoological Systematics and Evolution, Institute of ZoologyChinese Academy of SciencesBeijingChina
| | - Runzhi Zhang
- Key Laboratory of Zoological Systematics and Evolution, Institute of ZoologyChinese Academy of SciencesBeijingChina
- College of Life ScienceUniversity of Chinese Academy of SciencesBeijingChina
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8
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Liu WJ, Liu P, Lei W, Jia Z, He X, Shi W, Tan Y, Zou S, Wong G, Wang J, Wang F, Wang G, Qin K, Gao R, Zhang J, Li M, Xiao W, Guo Y, Xu Z, Zhao Y, Song J, Zhang J, Zhen W, Zhou W, Ye B, Song J, Yang M, Zhou W, Dai Y, Lu G, Bi Y, Tan W, Han J, Gao GF, Wu G. Surveillance of SARS-CoV-2 at the Huanan Seafood Market. Nature 2024; 631:402-408. [PMID: 37019149 DOI: 10.1038/s41586-023-06043-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Accepted: 04/03/2023] [Indexed: 04/07/2023]
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), the causative agent of coronavirus disease 2019, emerged in December 2019. Its origins remain uncertain. It has been reported that a number of the early human cases of coronavirus disease 2019 had a history of contact with the Huanan Seafood Market. Here we present the results of surveillance for SARS-CoV-2 within the market. From 1 January 2020, after closure of the market, 923 samples were collected from the environment. From 18 January, 457 samples were collected from 18 species of animal, comprising unsold contents of refrigerators and freezers, swabs from stray animals and the contents of a fish tank. Using quantitative real-time polymerase chain reaction (RT-qPCR) and high-throughput sequencing (Bowtie2 analysis), SARS-CoV-2 was detected in 74 (70 RT-qPCR and 4 Bowtie2) environmental samples, but none of the animal samples. Three live viruses were successfully isolated. The viruses from the market shared a nucleotide identity of 99.99% to 100% with the human isolate HCoV-19/Wuhan/IVDC-HB-01/2019. SARS-CoV-2 lineage A (8782T and 28144C) was found in an environmental sample. RNA-sequencing analysis of SARS-CoV-2-positive and SARS-CoV-2-negative environmental samples showed an abundance of different vertebrate genera at the market. In summary, this study provides information about the distribution and prevalence of SARS-CoV-2 in the Huanan Seafood Market during the early stages of the outbreak of coronavirus disease 2019.
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Affiliation(s)
- William J Liu
- NHC Key Laboratory of Biosafety, National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention (China CDC), Beijing, China.
| | - Peipei Liu
- NHC Key Laboratory of Biosafety, National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention (China CDC), Beijing, China
| | - Wenwen Lei
- NHC Key Laboratory of Biosafety, National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention (China CDC), Beijing, China
| | - Zhiyuan Jia
- NHC Key Laboratory of Biosafety, National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention (China CDC), Beijing, China
| | - Xiaozhou He
- NHC Key Laboratory of Biosafety, National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention (China CDC), Beijing, China
| | - Weifeng Shi
- Key Laboratory of Emerging Infectious Diseases in Universities of Shandong, Shandong First Medical University, and Shandong Academy of Medical Sciences, Tai'an, China
| | - Yun Tan
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine, Ruijin Hospital Affiliated to Shanghai Jiao Tong University (SJTU) School of Medicine, Shanghai, China
| | - Shumei Zou
- NHC Key Laboratory of Biosafety, National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention (China CDC), Beijing, China
| | - Gary Wong
- CAS Key Laboratory of Molecular Virology & Immunology, Institut Pasteur of Shanghai, Chinese Academy of Sciences (CAS), Shanghai, China
| | - Ji Wang
- NHC Key Laboratory of Biosafety, National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention (China CDC), Beijing, China
| | - Feng Wang
- NHC Key Laboratory of Biosafety, National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention (China CDC), Beijing, China
| | - Gang Wang
- NHC Key Laboratory of Biosafety, National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention (China CDC), Beijing, China
| | - Kun Qin
- NHC Key Laboratory of Biosafety, National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention (China CDC), Beijing, China
| | - Rongbao Gao
- NHC Key Laboratory of Biosafety, National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention (China CDC), Beijing, China
| | - Jie Zhang
- NHC Key Laboratory of Biosafety, National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention (China CDC), Beijing, China
| | - Min Li
- NHC Key Laboratory of Biosafety, National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention (China CDC), Beijing, China
| | - Wenling Xiao
- NHC Key Laboratory of Biosafety, National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention (China CDC), Beijing, China
- School of Laboratory Medicine and Life Sciences, Wenzhou Medical University, Wenzhou, China
| | - Yuanyuan Guo
- NHC Key Laboratory of Biosafety, National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention (China CDC), Beijing, China
| | - Ziqian Xu
- NHC Key Laboratory of Biosafety, National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention (China CDC), Beijing, China
| | - Yingze Zhao
- NHC Key Laboratory of Biosafety, National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention (China CDC), Beijing, China
| | - Jingdong Song
- NHC Key Laboratory of Biosafety, National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention (China CDC), Beijing, China
| | - Jing Zhang
- NHC Key Laboratory of Biosafety, National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention (China CDC), Beijing, China
| | - Wei Zhen
- NHC Key Laboratory of Biosafety, National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention (China CDC), Beijing, China
| | - Wenting Zhou
- NHC Key Laboratory of Biosafety, National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention (China CDC), Beijing, China
| | - Beiwei Ye
- NHC Key Laboratory of Biosafety, National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention (China CDC), Beijing, China
| | - Juan Song
- NHC Key Laboratory of Biosafety, National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention (China CDC), Beijing, China
| | - Mengjie Yang
- NHC Key Laboratory of Biosafety, National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention (China CDC), Beijing, China
| | - Weimin Zhou
- NHC Key Laboratory of Biosafety, National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention (China CDC), Beijing, China
| | - Yuting Dai
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine, Ruijin Hospital Affiliated to Shanghai Jiao Tong University (SJTU) School of Medicine, Shanghai, China
| | - Gang Lu
- Shanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine, Ruijin Hospital Affiliated to Shanghai Jiao Tong University (SJTU) School of Medicine, Shanghai, China
| | - Yuhai Bi
- CAS Key Laboratory of Pathogen Microbiology and Immunology, Institute of Microbiology, Chinese Academy of Sciences (CAS), Beijing, China
| | - Wenjie Tan
- NHC Key Laboratory of Biosafety, National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention (China CDC), Beijing, China
| | - Jun Han
- NHC Key Laboratory of Biosafety, National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention (China CDC), Beijing, China
| | - George F Gao
- NHC Key Laboratory of Biosafety, National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention (China CDC), Beijing, China.
- CAS Key Laboratory of Pathogen Microbiology and Immunology, Institute of Microbiology, Chinese Academy of Sciences (CAS), Beijing, China.
| | - Guizhen Wu
- NHC Key Laboratory of Biosafety, National Institute for Viral Disease Control and Prevention, Chinese Center for Disease Control and Prevention (China CDC), Beijing, China.
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9
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Haderlé R, Bouveret L, Chazal J, Girardet J, Iglésias S, Lopez PJ, Millon C, Valentini A, Ung V, Jung JL. eDNA-based survey of the marine vertebrate biodiversity off the west coast of Guadeloupe (French West Indies). Biodivers Data J 2024; 12:e125348. [PMID: 38948133 PMCID: PMC11214010 DOI: 10.3897/bdj.12.e125348] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2024] [Accepted: 06/19/2024] [Indexed: 07/02/2024] Open
Abstract
Background In the marine environment, knowledge of biodiversity remains incomplete for many taxa, requiring assessments to understand and monitor biodiversity loss. Environmental DNA (eDNA) metabarcoding is a powerful tool for monitoring marine biodiversity, as it enables several taxa to be characterised simultaneously in a single sample. However, the data generated by environmental DNA metabarcoding are often not easily reusable. Implementing FAIR principles and standards for eDNA-derived data can facilitate data-sharing within the scientific community. New information This study focuses on the detection of marine vertebrate biodiversity using eDNA metabarcoding on the leeward coast of Guadeloupe, a known hotspot for marine biodiversity in the French West Indies. Occurrences and DNA-derived data are shared here using DarwinCore standards combined with MIMARKS standards.
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Affiliation(s)
- Rachel Haderlé
- Institut de Systématique, Évolution, Biodiversité (ISYEB), Muséum national d’Histoire naturelle, CNRS, Sorbonne Université, EPHE-PSL, Université des Antilles, Paris, FranceInstitut de Systématique, Évolution, Biodiversité (ISYEB), Muséum national d’Histoire naturelle, CNRS, Sorbonne Université, EPHE-PSL, Université des AntillesParisFrance
- Station Marine de Dinard du Muséum National d’Histoire Naturelle, Dinard, FranceStation Marine de Dinard du Muséum National d’Histoire NaturelleDinardFrance
| | - Laurent Bouveret
- Observatoire des Mammifères Marins de l'Archipel Guadeloupéen (OMMAG), Port-Louis, Guadelupe (Fr)Observatoire des Mammifères Marins de l'Archipel Guadeloupéen (OMMAG)Port-LouisGuadelupe (Fr)
| | - Jordane Chazal
- Observatoire des Mammifères Marins de l'Archipel Guadeloupéen (OMMAG), Port-Louis, Guadelupe (Fr)Observatoire des Mammifères Marins de l'Archipel Guadeloupéen (OMMAG)Port-LouisGuadelupe (Fr)
| | - Justine Girardet
- Centre international d’intelligence artificielle en acoustique naturelle, LIS, CNRS, Université de Toulon, Toulon, FranceCentre international d’intelligence artificielle en acoustique naturelle, LIS, CNRS, Université de ToulonToulonFrance
| | - Samuel Iglésias
- Institut de Systématique, Évolution, Biodiversité (ISYEB), Muséum national d’Histoire naturelle, CNRS, Sorbonne Université, EPHE-PSL, Université des Antilles, Paris, FranceInstitut de Systématique, Évolution, Biodiversité (ISYEB), Muséum national d’Histoire naturelle, CNRS, Sorbonne Université, EPHE-PSL, Université des AntillesParisFrance
- Station Marine de Concarneau du Muséum national d’Histoire naturelle, Concarneau, FranceStation Marine de Concarneau du Muséum national d’Histoire naturelleConcarneauFrance
| | - Pascal-Jean Lopez
- Laboratoire de Biologie des Organismes et des Ecosystèmes Aquatiques, MNHN, CNRS 8067, Sorbonne Université, IRD 207, UCN, Université des Antilles, Paris, FranceLaboratoire de Biologie des Organismes et des Ecosystèmes Aquatiques, MNHN, CNRS 8067, Sorbonne Université, IRD 207, UCN, Université des AntillesParisFrance
| | - Cédric Millon
- Observatoire des Mammifères Marins de l'Archipel Guadeloupéen (OMMAG), Port-Louis, Guadelupe (Fr)Observatoire des Mammifères Marins de l'Archipel Guadeloupéen (OMMAG)Port-LouisGuadelupe (Fr)
| | - Alice Valentini
- Spygen, Le Bourget du Lac, FranceSpygenLe Bourget du LacFrance
| | - Visotheary Ung
- Institut de Systématique, Évolution, Biodiversité (ISYEB), Muséum national d’Histoire naturelle, CNRS, Sorbonne Université, EPHE-PSL, Université des Antilles, Paris, FranceInstitut de Systématique, Évolution, Biodiversité (ISYEB), Muséum national d’Histoire naturelle, CNRS, Sorbonne Université, EPHE-PSL, Université des AntillesParisFrance
| | - Jean-Luc Jung
- Institut de Systématique, Évolution, Biodiversité (ISYEB), Muséum national d’Histoire naturelle, CNRS, Sorbonne Université, EPHE-PSL, Université des Antilles, Paris, FranceInstitut de Systématique, Évolution, Biodiversité (ISYEB), Muséum national d’Histoire naturelle, CNRS, Sorbonne Université, EPHE-PSL, Université des AntillesParisFrance
- Station Marine de Dinard du Muséum National d’Histoire Naturelle, Dinard, FranceStation Marine de Dinard du Muséum National d’Histoire NaturelleDinardFrance
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10
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Blackman R, Couton M, Keck F, Kirschner D, Carraro L, Cereghetti E, Perrelet K, Bossart R, Brantschen J, Zhang Y, Altermatt F. Environmental DNA: The next chapter. Mol Ecol 2024; 33:e17355. [PMID: 38624076 DOI: 10.1111/mec.17355] [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: 02/01/2024] [Revised: 03/28/2024] [Accepted: 04/03/2024] [Indexed: 04/17/2024]
Abstract
Molecular tools are an indispensable part of ecology and biodiversity sciences and implemented across all biomes. About a decade ago, the use and implementation of environmental DNA (eDNA) to detect biodiversity signals extracted from environmental samples opened new avenues of research. Initial eDNA research focused on understanding population dynamics of target species. Its scope thereafter broadened, uncovering previously unrecorded biodiversity via metabarcoding in both well-studied and understudied ecosystems across all taxonomic groups. The application of eDNA rapidly became an established part of biodiversity research, and a research field by its own. Here, we revisit key expectations made in a land-mark special issue on eDNA in Molecular Ecology in 2012 to frame the development in six key areas: (1) sample collection, (2) primer development, (3) biomonitoring, (4) quantification, (5) behaviour of DNA in the environment and (6) reference database development. We pinpoint the success of eDNA, yet also discuss shortfalls and expectations not met, highlighting areas of research priority and identify the unexpected developments. In parallel, our retrospective couples a screening of the peer-reviewed literature with a survey of eDNA users including academics, end-users and commercial providers, in which we address the priority areas to focus research efforts to advance the field of eDNA. With the rapid and ever-increasing pace of new technical advances, the future of eDNA looks bright, yet successful applications and best practices must become more interdisciplinary to reach its full potential. Our retrospect gives the tools and expectations towards concretely moving the field forward.
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Affiliation(s)
- Rosetta Blackman
- Department of Aquatic Ecology, Eawag, Swiss Federal Institute of Aquatic Science and Technology, Dübendorf, Switzerland
- Department of Evolutionary Biology and Environmental Studies, University of Zurich, Zürich, Switzerland
| | - Marjorie Couton
- Department of Aquatic Ecology, Eawag, Swiss Federal Institute of Aquatic Science and Technology, Dübendorf, Switzerland
- Department of Evolutionary Biology and Environmental Studies, University of Zurich, Zürich, Switzerland
| | - François Keck
- Department of Aquatic Ecology, Eawag, Swiss Federal Institute of Aquatic Science and Technology, Dübendorf, Switzerland
- Department of Evolutionary Biology and Environmental Studies, University of Zurich, Zürich, Switzerland
| | - Dominik Kirschner
- Department of Aquatic Ecology, Eawag, Swiss Federal Institute of Aquatic Science and Technology, Dübendorf, Switzerland
- Department of Environmental Systems Science, Institute of Terrestrial Ecosystems, Ecosystems and Landscape Evolution, ETH Zürich, Zürich, Switzerland
- Department of Landscape Dynamics & Ecology, Swiss Federal Research Institute WSL, Birmensdorf, Switzerland
| | - Luca Carraro
- Department of Aquatic Ecology, Eawag, Swiss Federal Institute of Aquatic Science and Technology, Dübendorf, Switzerland
- Department of Evolutionary Biology and Environmental Studies, University of Zurich, Zürich, Switzerland
| | - Eva Cereghetti
- Department of Aquatic Ecology, Eawag, Swiss Federal Institute of Aquatic Science and Technology, Dübendorf, Switzerland
- Department of Evolutionary Biology and Environmental Studies, University of Zurich, Zürich, Switzerland
| | - Kilian Perrelet
- Department of Evolutionary Biology and Environmental Studies, University of Zurich, Zürich, Switzerland
- Department of Biodiversity and Conservation Biology, Swiss Federal Research Institute WSL, Birmensdorf, Switzerland
- Department of Urban Water Management, Eawag, Swiss Federal Institute of Aquatic Science and Technology, Dübendorf, Switzerland
| | - Raphael Bossart
- Department of Aquatic Ecology, Eawag, Swiss Federal Institute of Aquatic Science and Technology, Dübendorf, Switzerland
| | - Jeanine Brantschen
- Department of Aquatic Ecology, Eawag, Swiss Federal Institute of Aquatic Science and Technology, Dübendorf, Switzerland
- Department of Evolutionary Biology and Environmental Studies, University of Zurich, Zürich, Switzerland
| | - Yan Zhang
- Department of Aquatic Ecology, Eawag, Swiss Federal Institute of Aquatic Science and Technology, Dübendorf, Switzerland
- Department of Evolutionary Biology and Environmental Studies, University of Zurich, Zürich, Switzerland
- State Key Laboratory of Pollution Control & Resource Reuse, School of the Environment, Nanjing University, Nanjing, China
| | - Florian Altermatt
- Department of Aquatic Ecology, Eawag, Swiss Federal Institute of Aquatic Science and Technology, Dübendorf, Switzerland
- Department of Evolutionary Biology and Environmental Studies, University of Zurich, Zürich, Switzerland
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11
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Mu Y, Zhang J, Yang J, Wu J, Zhang Y, Yu H, Zhang X. Enhancing amphibian biomonitoring through eDNA metabarcoding. Mol Ecol Resour 2024; 24:e13931. [PMID: 38345249 DOI: 10.1111/1755-0998.13931] [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: 05/08/2023] [Revised: 01/03/2024] [Accepted: 01/10/2024] [Indexed: 02/17/2024]
Abstract
Surveying biodiversity has taken a quantum leap with environmental DNA (eDNA) metabarcoding, an immensely powerful approach lauded for its efficiency, sensitivity, and non-invasiveness. This approach emerges as a game-changer for the elusive realm of endangered and rare species-think nocturnal, environmentally elusive amphibians. Here, we have established a framework for constructing a reliable metabarcoding pipeline for amphibians, covering primer design, performance evaluation, laboratory validation, and field validation processes. The Am250 primer, located on the mitochondrial 16S gene, was optimal for the eDNA monitoring of amphibians, which demonstrated higher taxonomic resolution, smaller species amplification bias, and more extraordinary detection ability compared to the other primers tested. Am250 primer exhibit an 83.8% species amplification rate and 75.4% accurate species identification rate for Chinese amphibians in the in silico PCR and successfully amplified all tested species of the standard samples in the in vitro assay. Furthermore, the field-based mesocosm experiment showed that DNA can still be detected by metabarcoding even days to weeks after organisms have been removed from the mesocosm. Moreover, field mesocosm findings indicate that eDNA metabarcoding primers exhibit different read abundances, which can affect the relative biomass of species. Thus, appropriate primers should be screened and evaluated by three experimental approaches: in silico PCR simulation, target DNA amplification, and mesocosm eDNA validation. The selection of a single primer set or multiple primers' combination should be based on the monitoring groups to improve the species detection rate and the credibility of results.
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Affiliation(s)
- Yawen Mu
- State Key Laboratory of Pollution Control & Resource, School of the Environment, Nanjing University, Nanjing, China
- Jiangsu Provincial Environmental Monitoring Center, Nanjing, China
| | - Jingwen Zhang
- State Key Laboratory of Pollution Control & Resource, School of the Environment, Nanjing University, Nanjing, China
| | - Jianghua Yang
- State Key Laboratory of Pollution Control & Resource, School of the Environment, Nanjing University, Nanjing, China
- School of Marine Science and Engineering, Nanjing Normal University, Nanjing, China
| | - Jun Wu
- Nanjing Institute of Environmental Sciences, Ministry of Ecology and Environment of China, Nanjing, China
| | - Yong Zhang
- Jiangsu Provincial Environmental Monitoring Center, Nanjing, China
| | - Hongxia Yu
- State Key Laboratory of Pollution Control & Resource, School of the Environment, Nanjing University, Nanjing, China
| | - Xiaowei Zhang
- State Key Laboratory of Pollution Control & Resource, School of the Environment, Nanjing University, Nanjing, China
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12
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Espinosa Prieto A, Hardion L, Debortoli N, Beisel JN. Finding the perfect pairs: A matchmaking of plant markers and primers for multi-marker eDNA metabarcoding. Mol Ecol Resour 2024; 24:e13937. [PMID: 38363053 DOI: 10.1111/1755-0998.13937] [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: 09/20/2023] [Revised: 12/14/2023] [Accepted: 01/09/2024] [Indexed: 02/17/2024]
Abstract
As the scope of plant eDNA metabarcoding diversifies, so do the primers, markers and methods. A wealth of primers exists today, but their comparative evaluation is lacking behind. Similarly, multi-marker approaches are recommended but debates persist regarding barcode complementarity and optimal combinations. After a literature compilation of used primers, we compared in silico 102 primer pairs based on amplicon size, coverage and specificity, followed by an experimental evaluation of 15 primer pairs on a mock community sample covering 268 plant species and genera, and about 100 families. The analysis was done for the four most common plant metabarcoding markers, rbcL, trnL, ITS1 and ITS2 and their complementarity was assessed based on retrieved species. By focusing on existing primers, we identify common designs, promote alternatives and enhance prior-supported primers for immediate applications. The ITS2 was the best-performing marker for flowering vascular plants and was congruent to ITS1. However, the combined taxonomic breadth of ITS2 and rbcL surpassed any other combination, highlighting their high complementarity across Streptophyta. Overall, our study underscores the significance of comprehensive primer and barcode evaluations tailored to metabarcoding applications.
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Affiliation(s)
- Armando Espinosa Prieto
- University of Strasbourg, CNRS, Laboratoire Image Ville Environnement, UMR 7362, Strasbourg, France
| | - Laurent Hardion
- University of Strasbourg, CNRS, Laboratoire Image Ville Environnement, UMR 7362, Strasbourg, France
| | - Nicolas Debortoli
- Namur Molecular Tech, CHU UCL Namur, Yvoir, Belgium
- E-BIOM SA, Namur, Belgium
| | - Jean-Nicolas Beisel
- University of Strasbourg, CNRS, Laboratoire Image Ville Environnement, UMR 7362, Strasbourg, France
- École Nationale du Génie de l'Eau et de l'Environnement de Strasbourg (ENGEES), Strasbourg, France
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13
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Sutton AO, Strickland D, Lachapelle J, Young RG, Hanner R, Brunton DF, Skevington JH, Freeman NE, Norris DR. Fecal DNA metabarcoding helps characterize the Canada jay's diet and confirms its reliance on stored food for winter survival and breeding. PLoS One 2024; 19:e0300583. [PMID: 38656932 PMCID: PMC11042713 DOI: 10.1371/journal.pone.0300583] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Accepted: 03/01/2024] [Indexed: 04/26/2024] Open
Abstract
Accurately determining the diet of wild animals can be challenging if food items are small, visible only briefly, or rendered visually unidentifiable in the digestive system. In some food caching species, an additional challenge is determining whether consumed diet items have been previously stored or are fresh. The Canada jay (Perisoreus canadensis) is a generalist resident of North American boreal and subalpine forests with anatomical and behavioural adaptations allowing it to make thousands of arboreal food caches in summer and fall that are presumably responsible for its high winter survival and late winter/early spring breeding. We used DNA fecal metabarcoding to obtain novel information on nestling diets and compiled a dataset of 662 published and unpublished direct observations or stomach contents identifications of natural foods consumed by Canada jays throughout the year. We then used detailed natural history information to make informed decisions on whether each item identified to species in the diets of winter adults and nestlings was best characterized as 'likely cached', 'likely fresh' (i.e., was available as a non-cached item when it appeared in a jay's feces or stomach), or 'either possible'. Of the 87 food items consumed by adults in the winter, 39% were classified as 'likely cached' and 6% were deemed to be 'likely fresh'. For nestlings, 29% of 125 food items identified to species were 'likely cached' and 38% were 'likely fresh'. Our results support both the indispensability of cached food for Canada jay winter survival and previous suggestions that cached food is important for late winter/early spring breeding. Our work highlights the value of combining metabarcoding, stomach contents analysis, and direct observations to determine the cached vs. non-cached origins of consumed food items and the identity of food caches, some of which could be especially vulnerable to degradation through climate change.
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Affiliation(s)
- Alex O. Sutton
- Department of Integrative Biology, University of Guelph, Guelph, Ontario, Canada
- School of Natural Sciences, Bangor University, Bangor, Wales, United Kingdom
| | | | - Jacob Lachapelle
- Department of Integrative Biology, University of Guelph, Guelph, Ontario, Canada
| | - Robert G. Young
- Department of Integrative Biology, University of Guelph, Guelph, Ontario, Canada
| | - Robert Hanner
- Department of Integrative Biology, University of Guelph, Guelph, Ontario, Canada
| | - Daniel F. Brunton
- Beaty Centre for Species Discovery and Botany Section, Canadian Museum of Nature, Ottawa, Ontario, Canada
| | | | - Nikole E. Freeman
- Department of Integrative Biology, University of Guelph, Guelph, Ontario, Canada
- School of Natural Sciences, Bangor University, Bangor, Wales, United Kingdom
- Division of Biology, Kansas State University, Manhattan, Kansas, United States of America
| | - D. Ryan Norris
- Department of Integrative Biology, University of Guelph, Guelph, Ontario, Canada
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14
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Vankova L, Vanek D. Capillary-Electrophoresis-Based Species Barcoding of Big Cats: CR-mtDNA-Length Polymorphism. Life (Basel) 2024; 14:497. [PMID: 38672767 PMCID: PMC11051001 DOI: 10.3390/life14040497] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Revised: 04/06/2024] [Accepted: 04/09/2024] [Indexed: 04/28/2024] Open
Abstract
This study aimed to provide an overview of the methodological approach used for the species determination of big cats. The molecular system described herein employs mitochondrial DNA control region (CR-mtDNA)-length polymorphism in combination with highly sensitive and precise capillary electrophoresis. We demonstrated that the described CR-mtDNA barcoding system can be utilized for species determination where the presence of biological material from big cats is expected or used as a confirmatory test alongside Sanger or massive parallel sequencing (MPS). We have also addressed the fact that species barcoding, when based on the analysis of mtDNA targets, can be biased by nuclear inserts of the mitochondrial genome (NUMTs). The CR-mtDNA barcoding system is suitable even for problematic and challenging samples, such as hair. CR-mtDNA-length polymorphisms can also distinguish hybrids from pure breeds.
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Affiliation(s)
- Lenka Vankova
- Institute for Environmental Sciences, Charles University, 128 00 Prague, Czech Republic;
- Forensic DNA Service, Budinova 2, 180 81 Prague, Czech Republic
| | - Daniel Vanek
- Institute for Environmental Sciences, Charles University, 128 00 Prague, Czech Republic;
- Forensic DNA Service, Budinova 2, 180 81 Prague, Czech Republic
- Department of Forensic Medicine, Second Faculty of Medicine, Charles University, 128 00 Prague, Czech Republic
- Bulovka University Hospital, 180 81 Prague, Czech Republic
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15
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Gajski D, Wolff JO, Melcher A, Weber S, Prost S, Krehenwinkel H, Kennedy SR. Facilitating taxonomy and phylogenetics: An informative and cost-effective protocol integrating long amplicon PCRs and third-generation sequencing. Mol Phylogenet Evol 2024; 192:107988. [PMID: 38072140 DOI: 10.1016/j.ympev.2023.107988] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Revised: 10/22/2023] [Accepted: 12/07/2023] [Indexed: 12/31/2023]
Abstract
Phylogenetic inference has become a standard technique in integrative taxonomy and systematics, as well as in biogeography and ecology. DNA barcodes are often used for phylogenetic inference, despite being strongly limited due to their low number of informative sites. Also, because current DNA barcodes are based on a fraction of a single, fast-evolving gene, they are highly unsuitable for resolving deeper phylogenetic relationships due to saturation. In recent years, methods that analyse hundreds and thousands of loci at once have improved the resolution of the Tree of Life, but these methods require resources, experience and molecular laboratories that most taxonomists do not have. This paper introduces a PCR-based protocol that produces long amplicons of both slow- and fast-evolving unlinked mitochondrial and nuclear gene regions, which can be sequenced by the affordable and portable ONT MinION platform with low infrastructure or funding requirements. As a proof of concept, we inferred a phylogeny of a sample of 63 spider species from 20 families using our proposed protocol. The results were overall consistent with the results from approaches based on hundreds and thousands of loci, while requiring just a fraction of the cost and labour of such approaches, making our protocol accessible to taxonomists worldwide.
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Affiliation(s)
- Domagoj Gajski
- Department of Biogeography, Faculty of Spatial and Environmental Sciences, University of Trier, Universitätsring 15, Trier 54296, Germany; Department of Botany and Zoology, Faculty of Science, Masaryk University, Kotlářská 2, Brno 611 37, Czech Republic
| | - Jonas O Wolff
- Evolutionary Biomechanics, Zoological Institute and Museum, University of Greifswald, Loitzer Str. 26, Greifswald 17489, Germany; School of Natural Sciences, Macquarie University, NSW 2109, Sydney, Australia
| | - Anja Melcher
- Department of Biogeography, Faculty of Spatial and Environmental Sciences, University of Trier, Universitätsring 15, Trier 54296, Germany
| | - Sven Weber
- Department of Biogeography, Faculty of Spatial and Environmental Sciences, University of Trier, Universitätsring 15, Trier 54296, Germany
| | - Stefan Prost
- Ecology and Genetics Research Unit, University of Oulu, Pentti Kaiteran katu 1, Linnanmaa, Finland
| | - Henrik Krehenwinkel
- Department of Biogeography, Faculty of Spatial and Environmental Sciences, University of Trier, Universitätsring 15, Trier 54296, Germany
| | - Susan R Kennedy
- Department of Biogeography, Faculty of Spatial and Environmental Sciences, University of Trier, Universitätsring 15, Trier 54296, Germany.
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16
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Li L, Yin X, Wan Q, Rusitanmu D, Han J. Diet Diversity of the Fluviatile Masu Salmon, Oncorhynchus masou (Brevoort 1856) Revealed via Gastrointestinal Environmental DNA Metabarcoding and Morphological Identification of Contents. BIOLOGY 2024; 13:129. [PMID: 38392347 PMCID: PMC10887057 DOI: 10.3390/biology13020129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Revised: 02/15/2024] [Accepted: 02/16/2024] [Indexed: 02/24/2024]
Abstract
Masu salmon, Oncorhynchus masou (Brevoort 1856), a commercially important fish species endemic to the North Pacific Ocean, attained national second-level protected animal status in China in 2021. Despite this recognition, knowledge about the trophic ecology of this fish remains limited. This study investigated the diet diversity of fluviatile Masu salmon in the Mijiang River, China, utilizing the gastrointestinal tract environmental DNA (GITeDNA) metabarcoding and morphological identification. The results revealed a diverse prey composition, ranging from terrestrial and aquatic invertebrates to small fishes. The fluviatile Masu salmon in general consumed noteworthily more aquatic prey than terrestrial prey. There were much more prey taxa and a higher diet diversity detected by GITeDNA metabarcoding than by morphological identification. GITeDNA metabarcoding showed that larger and older Masu salmon consumed significantly more terrestrial insects than aquatic prey species did, with 7366 verses 5012 sequences in the group of ≥20 cm, 9098 verses 4743 sequences in the group of ≥100 g and 11,540 verses 729 sequences in the group of age 3+. GITeDNA metabarcoding also showed size- and age-related diet diversity, indicating that the dietary niche breadth and trophic diversity of larger and older Masu salmon increased with food resources expanding to more terrestrial prey. Terrestrial invertebrates of riparian habitats play a vital role in the diet of fluviatile Masu salmon, especially larger individuals, highlighting their importance in connecting aquatic and terrestrial food webs. Conservation plans should prioritize the protection and restoration of riparian habitats. This study advocates the combined use of GITeDNA metabarcoding and morphological observation for a comprehensive understanding of fish diet diversity.
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Affiliation(s)
- Lijuan Li
- Ministry of Education Key Laboratory for Biodiversity Science and Ecological Engineering, College of Life Sciences, Beijing Normal University, No. 19 Xin Jie Kou Wai Avenue, Beijing 100875, China
| | - Xuwang Yin
- Liaoning Provincial Key Laboratory for Hydrobiology, College of Fisheries and Life Science, Dalian Ocean University, No. 52 Hei Shi Jiao Avenue, Dalian 116000, China
| | - Qianruo Wan
- Ministry of Education Key Laboratory for Biodiversity Science and Ecological Engineering, College of Life Sciences, Beijing Normal University, No. 19 Xin Jie Kou Wai Avenue, Beijing 100875, China
| | - Dilina Rusitanmu
- Ministry of Education Key Laboratory for Biodiversity Science and Ecological Engineering, College of Life Sciences, Beijing Normal University, No. 19 Xin Jie Kou Wai Avenue, Beijing 100875, China
| | - Jie Han
- Ministry of Education Key Laboratory for Biodiversity Science and Ecological Engineering, College of Life Sciences, Beijing Normal University, No. 19 Xin Jie Kou Wai Avenue, Beijing 100875, China
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17
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Ingvaldsen EW, Østnes JE, Kleven O, Davey M, Fossøy F, Nilsen EB. Fecal DNA metabarcoding reveals seasonal and annual variation in willow ptarmigan diet. ROYAL SOCIETY OPEN SCIENCE 2024; 11:231518. [PMID: 38420626 PMCID: PMC10898975 DOI: 10.1098/rsos.231518] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 01/31/2024] [Indexed: 03/02/2024]
Abstract
Understanding spatio-temporal variation in the diet of alpine herbivores is important to predict how a changing climate will affect these species in the future. We examined the spatio-temporal variation in willow ptarmigan (Lagopus l. lagopus) diet using DNA metabarcoding of fecal pellets sampled from winter to early summer over three consecutive years. Furthermore, we assessed how snow cover and vegetation phenology affected diet variation. We also investigated sex differences in diet composition. We identified 18 important diet taxa and the genera Betula, Vaccinium and Empetrum occurred most frequently. Diet composition and richness varied within and between years. Seasonally, there was a shift from a narrow winter diet dominated by trees and dwarf shrubs to a broader spring diet with more nutritious field vegetation. This seasonal progression differed among years. The temporal variation in diet was better explained by day of year than by snow cover and vegetation phenology. Females had a more diverse diet than males, but there were no sex differences in diet composition. Our results demonstrate that metabarcoding of fecal samples provides the opportunity to assess factors affecting diet composition of species in alpine ecosystems in the context of a changing climate.
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Affiliation(s)
- Elise W. Ingvaldsen
- Faculty of Biosciences and Aquaculture, Nord University, 7713 Steinkjer, Norway
| | - Jan E. Østnes
- Faculty of Biosciences and Aquaculture, Nord University, 7713 Steinkjer, Norway
| | - Oddmund Kleven
- Norwegian Institute for Nature Research, 7485 Trondheim, Norway
| | - Marie Davey
- Norwegian Institute for Nature Research, 7485 Trondheim, Norway
| | - Frode Fossøy
- Norwegian Institute for Nature Research, 7485 Trondheim, Norway
| | - Erlend B. Nilsen
- Faculty of Biosciences and Aquaculture, Nord University, 7713 Steinkjer, Norway
- Norwegian Institute for Nature Research, 7485 Trondheim, Norway
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18
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Piccoli C, Muñoz-Mérida A, Crottini A. PARSID: a Python script for automatic analysis of local BLAST results for a rapid molecular taxonomic identification. BMC Res Notes 2024; 17:35. [PMID: 38268047 PMCID: PMC10807118 DOI: 10.1186/s13104-024-06686-y] [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: 08/05/2023] [Accepted: 01/05/2024] [Indexed: 01/26/2024] Open
Abstract
OBJECTIVE A reliable taxonomic identification of species from molecular samples is the first step for many studies. For researchers unfamiliar with programming, running a BLAST analysis, filtering, and organizing results for hundreds of sequences through the BLAST web interface can be difficult. Additionally, sequences deposited in GenBank can have outdated taxonomic identification. The use of reliable Reference Sequences Library (RSL) containing accurate taxonomically-identified sequences facilitates this task. Pending the availability of a RSL with the user, we developed a tool that automates the molecular taxonomic identification of sequences. RESULTS We developed PARSID, a Python script running through the command-line that automates the routine workflow of blasting an input sequence file against the user's RSL, and retrieves the matches with the highest percentage of identity in five steps. PARSID accepts cut-off parameters and supplementary information in a.csv file for filtering the results. The final output is visualized in a spreadsheet. We tested its functioning using 10 input sequences simulating different situations of the molecular taxonomic identification of sequences against an example RSL containing 25 sequences. Step-by-step instructions and test files are publicly available at https://github.com/kokinide/PARSID.git .
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Affiliation(s)
- Costanza Piccoli
- CIBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, InBIO Laboratório Associado, Universidade do Porto, Campus de Vairão, 4485-661, Vairão, Portugal.
- Departamento de Biologia, Faculdade de Ciências, Universidade do Porto, Rua do Campo Alegre s/n, 4169- 007, Porto, Portugal.
- BIOPOLIS Program in Genomics, Biodiversity and Land Planning, CIBIO, Campus de Vairão, 4485-661, Vairão, Portugal.
| | - Antonio Muñoz-Mérida
- CIBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, InBIO Laboratório Associado, Universidade do Porto, Campus de Vairão, 4485-661, Vairão, Portugal
- Departamento de Biologia, Faculdade de Ciências, Universidade do Porto, Rua do Campo Alegre s/n, 4169- 007, Porto, Portugal
- BIOPOLIS Program in Genomics, Biodiversity and Land Planning, CIBIO, Campus de Vairão, 4485-661, Vairão, Portugal
| | - Angelica Crottini
- CIBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, InBIO Laboratório Associado, Universidade do Porto, Campus de Vairão, 4485-661, Vairão, Portugal
- Departamento de Biologia, Faculdade de Ciências, Universidade do Porto, Rua do Campo Alegre s/n, 4169- 007, Porto, Portugal
- BIOPOLIS Program in Genomics, Biodiversity and Land Planning, CIBIO, Campus de Vairão, 4485-661, Vairão, Portugal
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19
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David A, Deepa Arul Priya J, Gautam A. DNA Sequencing Technologies and DNA Barcoding. Methods Mol Biol 2024; 2744:139-154. [PMID: 38683316 DOI: 10.1007/978-1-0716-3581-0_8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/01/2024]
Abstract
DNA barcodes are short, standardized DNA segments that geneticists can use to identify all living taxa. On the other hand, DNA barcoding identifies species by analyzing these specific regions against a DNA barcode reference library. In its initial years, DNA barcodes sequenced by Sanger's method were extensively used by taxonomists for the characterization and identification of species. But in recent years, DNA barcoding by next-generation sequencing (NGS) has found broader applications, such as quality control, biomonitoring of protected species, and biodiversity assessment. Technological advancements have also paved the way to metabarcoding, which has enabled massive parallel sequ.encing of complex bulk samples using high-throughput sequencing techniques. In future, DNA barcoding along with high-throughput techniques will show stupendous progress in taxonomic classification with reference to available sequence data.
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Affiliation(s)
- Anisha David
- Department of Botany, School of Life Sciences, St Joseph's University, Bengaluru, India
| | | | - Akash Gautam
- Centre for Neural and Cognitive Sciences, University of Hyderabad, Hyderabad, India.
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20
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Yang Y, Zhao Y, Stidham TA, Liu X, Zhu X, Li B, Zhang L, Ni X, Si X. Uncovering widespread Anthropocene dietary shifts in Chinese large mammalian herbivores. Ecol Lett 2024; 27:e14343. [PMID: 38069561 DOI: 10.1111/ele.14343] [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: 05/15/2023] [Revised: 10/23/2023] [Accepted: 10/26/2023] [Indexed: 01/31/2024]
Abstract
The Anthropocene's human-dominated habitat expansion endangers global biodiversity. However, large mammalian herbivores experienced few extinctions during the 20th century, hinting at potentially overlooked ecological responses of a group sensitive to global change. Using dental microwear as a proxy, we studied large herbivore dietary niches over a century across mainland China before (1880s-1910s) and after (1970s-1990s) the human population explosion. We uncovered widespread and significant shifts (interspecific microwear differences increased and intraspecific microwear dispersion expanded) within dietary niches linked to geographical areas with rapid industrialization and population growth in eastern China. By contrast, in western China, where human population growth was slower, we found no indications of shifts in herbivore dietary niches. Further regression analysis links the intensity of microwear changes to human land-use expansion. These analyses highlight dietary adjustments of large herbivores as a likely key factor in their adaptation across a century of large-scale human-driven changes.
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Affiliation(s)
- Yangheshan Yang
- Zhejiang Zhoushan Archipelago Observation and Research Station, Institute of Eco-Chongming, Zhejiang Tiantong Forest Ecosystem National Observation and Research Station, School of Ecological and Environmental Sciences, East China Normal University, Shanghai, China
| | - Yuhao Zhao
- Zhejiang Zhoushan Archipelago Observation and Research Station, Institute of Eco-Chongming, Zhejiang Tiantong Forest Ecosystem National Observation and Research Station, School of Ecological and Environmental Sciences, East China Normal University, Shanghai, China
| | - Thomas A Stidham
- Key Laboratory of Vertebrate Evolution and Human Origins of the Chinese Academy of Sciences, Institute of Vertebrate Paleontology and Paleoanthropology, Chinese Academy of Sciences, Beijing, China
- College of Earth and Planetary Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Xiangxu Liu
- Zhejiang Zhoushan Archipelago Observation and Research Station, Institute of Eco-Chongming, Zhejiang Tiantong Forest Ecosystem National Observation and Research Station, School of Ecological and Environmental Sciences, East China Normal University, Shanghai, China
| | - Xichao Zhu
- National Animal Collection Resource Center, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
| | - Bicheng Li
- Shanghai Natural History Museum (Branch of Shanghai Science & Technology Museum), Shanghai, China
| | - Lixun Zhang
- School of Life Sciences, Lanzhou University, Lanzhou, Gansu, China
- Yuzhong Mountain Ecosystems Observation and Research Station, Lanzhou University, Lanzhou, Gansu, China
| | - Xijun Ni
- Key Laboratory of Vertebrate Evolution and Human Origins of the Chinese Academy of Sciences, Institute of Vertebrate Paleontology and Paleoanthropology, Chinese Academy of Sciences, Beijing, China
- College of Earth and Planetary Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Xingfeng Si
- Zhejiang Zhoushan Archipelago Observation and Research Station, Institute of Eco-Chongming, Zhejiang Tiantong Forest Ecosystem National Observation and Research Station, School of Ecological and Environmental Sciences, East China Normal University, Shanghai, China
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21
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Michel A, Minocher R, Niehoff PP, Li Y, Nota K, Gadhvi MA, Su J, Iyer N, Porter A, Ngobobo-As-Ibungu U, Binyinyi E, Nishuli Pekeyake R, Parducci L, Caillaud D, Guschanski K. Isolated Grauer's gorilla populations differ in diet and gut microbiome. Mol Ecol 2023; 32:6523-6542. [PMID: 35976262 DOI: 10.1111/mec.16663] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Revised: 08/09/2022] [Accepted: 08/11/2022] [Indexed: 11/30/2022]
Abstract
The animal gut microbiome has been implicated in a number of key biological processes, ranging from digestion to behaviour, and has also been suggested to facilitate local adaptation. Yet studies in wild animals rarely compare multiple populations that differ ecologically, which is the level at which local adaptation may occur. Further, few studies simultaneously characterize diet and gut microbiome from the same sample, despite their probable interdependence. Here, we investigate the interplay between diet and gut microbiome in three geographically isolated populations of the critically endangered Grauer's gorilla (Gorilla beringei graueri), which we show to be genetically differentiated. We find population- and social group-specific dietary and gut microbial profiles and covariation between diet and gut microbiome, despite the presence of core microbial taxa. There was no detectable effect of age, and only marginal effects of sex and genetic relatedness on the microbiome. Diet differed considerably across populations, with the high-altitude population consuming a lower diversity of plants compared to low-altitude populations, consistent with plant availability constraining dietary choices. The observed pattern of covariation between diet and gut microbiome is probably a result of long-term social and environmental factors. Our study suggests that the gut microbiome is sufficiently plastic to support flexible food selection and hence contribute to local adaptation.
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Affiliation(s)
- Alice Michel
- Animal Ecology, Department of Ecology and Genetics, Evolutionary Biology Centre, Uppsala University, Uppsala, Sweden
- Department of Anthropology, University of California, Davis, California, USA
| | - Riana Minocher
- Animal Ecology, Department of Ecology and Genetics, Evolutionary Biology Centre, Uppsala University, Uppsala, Sweden
- Department of Human Behavior, Ecology and Culture, Max-Planck Institute for Evolutionary Anthropology, Leipzig, Germany
| | - Peter-Philip Niehoff
- Animal Ecology, Department of Ecology and Genetics, Evolutionary Biology Centre, Uppsala University, Uppsala, Sweden
| | - Yuhong Li
- Animal Ecology, Department of Ecology and Genetics, Evolutionary Biology Centre, Uppsala University, Uppsala, Sweden
- Conservation Ecology Group, Groningen Institute for Evolutionary Life Sciences, University of Groningen, Groningen, The Netherlands
| | - Kevin Nota
- Plant Ecology, Department of Ecology and Genetics, Evolutionary Biology Centre, Uppsala University, Uppsala, Sweden
| | - Maya A Gadhvi
- Animal Ecology, Department of Ecology and Genetics, Evolutionary Biology Centre, Uppsala University, Uppsala, Sweden
| | - Jiancheng Su
- Animal Ecology, Department of Ecology and Genetics, Evolutionary Biology Centre, Uppsala University, Uppsala, Sweden
| | - Neetha Iyer
- Department of Anthropology, University of California, Davis, California, USA
| | - Amy Porter
- Department of Anthropology, University of California, Davis, California, USA
| | | | - Escobar Binyinyi
- The Dian Fossey Gorilla Fund International, Kinshasa, Democratic Republic of the Congo
| | - Radar Nishuli Pekeyake
- Institut Congolais pour la Conservation de la Nature, Kinshasa, Democratic Republic of the Congo
| | - Laura Parducci
- Department of Human Behavior, Ecology and Culture, Max-Planck Institute for Evolutionary Anthropology, Leipzig, Germany
- Department of Environmental Biology, Sapienza University of Rome, Rome, Italy
| | - Damien Caillaud
- Department of Anthropology, University of California, Davis, California, USA
| | - Katerina Guschanski
- Animal Ecology, Department of Ecology and Genetics, Evolutionary Biology Centre, Uppsala University, Uppsala, Sweden
- Institute of Ecology and Evolution, School of Biological Sciences, University of Edinburgh, Edinburgh, UK
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22
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Kim AS, Kreiner JM, Hernández F, Bock DG, Hodgins KA, Rieseberg LH. Temporal collections to study invasion biology. Mol Ecol 2023; 32:6729-6742. [PMID: 37873879 DOI: 10.1111/mec.17176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Revised: 10/07/2023] [Accepted: 10/11/2023] [Indexed: 10/25/2023]
Abstract
Biological invasions represent an extraordinary opportunity to study evolution. This is because accidental or deliberate species introductions have taken place for centuries across large geographical scales, frequently prompting rapid evolutionary transitions in invasive populations. Until recently, however, the utility of invasions as evolutionary experiments has been hampered by limited information on the makeup of populations that were part of earlier invasion stages. Now, developments in ancient and historical DNA technologies, as well as the quickening pace of digitization for millions of specimens that are housed in herbaria and museums globally, promise to help overcome this obstacle. In this review, we first introduce the types of temporal data that can be used to study invasions, highlighting the timescale captured by each approach and their respective limitations. We then discuss how ancient and historical specimens as well as data available from prior invasion studies can be used to answer questions on mechanisms of (mal)adaptation, rates of evolution, or community-level changes during invasions. By bridging the gap between contemporary and historical invasive populations, temporal data can help us connect pattern to process in invasion science. These data will become increasingly important if invasions are to achieve their full potential as experiments of evolution in nature.
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Affiliation(s)
- Amy S Kim
- Department of Botany and Biodiversity Research Centre, University of British Columbia, Vancouver, British Columbia, Canada
| | - Julia M Kreiner
- Department of Botany and Biodiversity Research Centre, University of British Columbia, Vancouver, British Columbia, Canada
| | - Fernando Hernández
- Department of Botany and Biodiversity Research Centre, University of British Columbia, Vancouver, British Columbia, Canada
| | - Dan G Bock
- Department of Botany and Biodiversity Research Centre, University of British Columbia, Vancouver, British Columbia, Canada
| | - Kathryn A Hodgins
- School of Biological Sciences, Monash University, Melbourne, Victoria, Australia
| | - Loren H Rieseberg
- Department of Botany and Biodiversity Research Centre, University of British Columbia, Vancouver, British Columbia, Canada
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23
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Tadmor‐Levi R, Feldstein‐Farkash T, Milstein D, Golani D, Leader N, Goren M, David L. Revisiting the species list of freshwater fish in Israel based on DNA barcoding. Ecol Evol 2023; 13:e10812. [PMID: 38125953 PMCID: PMC10731390 DOI: 10.1002/ece3.10812] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Revised: 11/07/2023] [Accepted: 11/27/2023] [Indexed: 12/23/2023] Open
Abstract
Israel's region forms a continental bridge; hence, the freshwater fish fauna in Israel consists of unique populations of species that originated from Africa, Asia, or Europe and are often endemic or at the edge of their distribution range. Worldwide, fish biodiversity suffers significantly from pressures and disturbances of freshwater habitats, especially in arid regions, such as in parts of Israel. Biodiversity conservation requires efficient tools for monitoring changes in populations. DNA barcoding, by complementing and enhancing species identification, provides such monitoring tools. In this study, over 200 specimens representing over 28 species were DNA barcoded and together with previously available records, a DNA barcoding database for freshwater fish of Israel was established. Of the 71 distinct barcodes generated, 37% were new, attesting to the uniqueness of fish populations in Israel. For most species, morphological and molecular species identifications agreed. However, discrepancies were found for five genera. Based on DNA barcoding, we propose Acanthobrama telavivensis as a junior synonym for Acanthobrama lissneri. In Garra spp., we propose splitting Garra nana into two species and assigning Garra rufa in the region to Garra jordanica, or possibly to two species. Israeli Pseudophoxinus kervillei is not the same species as in Syria and Lebanon. However, Pseudophoxinus syriacus might not be endangered since it is genetically very similar to Pseudophoxinus drusensis. In Israel, instead of five reported Oxynoemacheilus species, combining DNA barcoding with morphology suggests only three. Genetic and geographic separation suggested that Aphanius mento is likely a species complex. The study provides a thorough barcoding database, suggests significant species reconsiderations in the region, and highlights the Sea of Galilee and the Beit She'an valley streams as biodiversity "hotspots." This study will therefore promote further studying of the fish species in the region and their ecology, as well as the monitoring and conservation of freshwater fish biodiversity in Israel and the region.
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Affiliation(s)
- Roni Tadmor‐Levi
- Department of Animal SciencesRobert H Smith Faculty of Agriculture, Food and Environment, The Hebrew University of JerusalemRehovotIsrael
- National Natural History Collections, Department of Ecology, Evolution and BehaviorThe Hebrew University of JerusalemJerusalemIsrael
| | - Tamar Feldstein‐Farkash
- The Steinhardt Museum of Natural History and School of ZoologyTel Aviv UniversityTel AvivIsrael
| | - Dana Milstein
- Science and Conservation DivisionIsrael Nature and Parks AuthorityJerusalemIsrael
| | - Daniel Golani
- National Natural History Collections, Department of Ecology, Evolution and BehaviorThe Hebrew University of JerusalemJerusalemIsrael
| | - Noam Leader
- Science and Conservation DivisionIsrael Nature and Parks AuthorityJerusalemIsrael
| | - Menachem Goren
- The Steinhardt Museum of Natural History and School of ZoologyTel Aviv UniversityTel AvivIsrael
| | - Lior David
- Department of Animal SciencesRobert H Smith Faculty of Agriculture, Food and Environment, The Hebrew University of JerusalemRehovotIsrael
- National Natural History Collections, Department of Ecology, Evolution and BehaviorThe Hebrew University of JerusalemJerusalemIsrael
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24
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Schweikle S, Häser A, Wetters S, Raisin M, Greiner M, Rigbers K, Fischer U, Pietsch K, Suntz M, Nick P. DNA barcoding as new diagnostic tool to lethal plant poisoning in herbivorous mammals. PLoS One 2023; 18:e0292275. [PMID: 37967132 PMCID: PMC10650979 DOI: 10.1371/journal.pone.0292275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Accepted: 09/17/2023] [Indexed: 11/17/2023] Open
Abstract
Reliable identification of plant species in the digestive tract of a deceased animal often represents the major key to diagnose a lethal intoxication with poisonous plants in veterinary pathology. In many cases, identification of the species is challenging or even impossible because the diagnostic morphological features have been degraded, and because the interpretation of such features requires a considerable expertise in plant anatomy and biodiversity. The use of DNA barcoding markers can support or even replace classical morphological assessment. While these markers have been widely used for plant taxonomy, their forensic application to clarify causes of animal poisoning is novel. In addition, we use specific single-nucleotide polymorphisms as fingerprints. This allows for a clear decision even in cases, where the conventionally used statistical e-values remain ambiguous. In the current work, we explore the feasibility of this strategy in a couple of exemplary cases, either in concert with anatomical diagnostics, or in cases where visual species identification is not possible, or where chemical toxin detection methods are not well established, complex, time consuming and expensive.
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Affiliation(s)
- Sandra Schweikle
- Molecular Cell Biology, Botanical Institute, Karlsruhe Institute of Technology, Karlsruhe, Germany
- State Institute for Chemical and Veterinary Analysis Karlsruhe, Karlsruhe, Germany
| | - Annette Häser
- Molecular Cell Biology, Botanical Institute, Karlsruhe Institute of Technology, Karlsruhe, Germany
| | - Sascha Wetters
- Molecular Cell Biology, Botanical Institute, Karlsruhe Institute of Technology, Karlsruhe, Germany
| | - Moses Raisin
- Molecular Cell Biology, Botanical Institute, Karlsruhe Institute of Technology, Karlsruhe, Germany
| | - Maica Greiner
- State Institute for Chemical and Veterinary Analysis Freiburg, Freiburg im Breisgau, Germany
| | - Kerstin Rigbers
- State Institute for Chemical and Veterinary Analysis Karlsruhe, Karlsruhe, Germany
| | - Ulrike Fischer
- State Institute for Chemical and Veterinary Analysis Freiburg, Freiburg im Breisgau, Germany
| | - Klaus Pietsch
- State Institute for Chemical and Veterinary Analysis Freiburg, Freiburg im Breisgau, Germany
| | - Michael Suntz
- State Institute for Chemical and Veterinary Analysis Freiburg, Freiburg im Breisgau, Germany
| | - Peter Nick
- Molecular Cell Biology, Botanical Institute, Karlsruhe Institute of Technology, Karlsruhe, Germany
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25
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Zhou X, Jia H, Zhang H, Wu K. Cross-Regional Pollination Behavior of Trichoplusia ni between China and the Indo-China Peninsula. PLANTS (BASEL, SWITZERLAND) 2023; 12:3778. [PMID: 37960134 PMCID: PMC10648395 DOI: 10.3390/plants12213778] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Revised: 11/03/2023] [Accepted: 11/04/2023] [Indexed: 11/15/2023]
Abstract
Noctuid moths, a group of "non-bee" pollinators, are essential but frequently underappreciated. To elucidate their roles in cross-regional pollination, this study selected the agriculturally significant species, cabbage looper (CL) Trichoplusia ni, as a representative model. From 2017 to 2021, this study was conducted on Yongxing Island, situated at the center of the South China Sea. We investigated the flower-visiting activities of CL, including its occurrence, potential host species, and geographic distribution in the surrounding areas of the South China Sea. First, the potential transoceanic migratory behavior and regional distribution of CL were systematically monitored through a comprehensive integration of the data obtained from a searchlight trap. The transoceanic migratory behavior of CL was characterized by intermittent occurrence, with the major migratory periods and the peak outbreak yearly. Furthermore, trajectory analysis confirmed the ability of CL to engage in periodic, round-trip, migratory flights between Southeast Asian countries and China. More importantly, an observation of pollen on the body surface demonstrated that 95.59% (130/136) of the migrating individuals carried pollen. The proboscis and compound eyes were identified as the primary pollen-carrying parts, with no observable gender-based differences in pollen-carrying rates. Further, identifying the pollen carried by CL using morphological and molecular methods revealed a diverse range of pollen types from at least 17 plant families and 31 species. Notably, CL predominantly visited eudicot and herbaceous plants. In conclusion, this pioneering study has not only revealed the long-distance migration activities of these noctuid moths in the East Asian region but also provided direct evidence supporting their role as potential pollinators. These findings offer a critical theoretical basis to guide the development of scientific management strategies.
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Affiliation(s)
- Xianyong Zhou
- Xianghu Lab, Hangzhou 311258, China;
- Guangdong Laboratory for Lingnan Modern Agriculture, Guangzhou 510640, China
| | - Huiru Jia
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing 100193, China; (H.J.); (H.Z.)
| | - Haowen Zhang
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing 100193, China; (H.J.); (H.Z.)
| | - Kongming Wu
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing 100193, China; (H.J.); (H.Z.)
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26
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Galon EM, Macalanda AM, Sugi T, Hayashida K, Kawai N, Kidaka T, Ybañez RH, Adjou Moumouni PF, Ringo AE, Li H, Ji S, Yamagishi J, Ybañez A, Xuan X. Bovine Piroplasma Populations in the Philippines Characterized Using Targeted Amplicon Deep Sequencing. Microorganisms 2023; 11:2584. [PMID: 37894242 PMCID: PMC10609017 DOI: 10.3390/microorganisms11102584] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Revised: 10/08/2023] [Accepted: 10/17/2023] [Indexed: 10/29/2023] Open
Abstract
Molecular assays and capillary electrophoresis sequencing have been used to identify parasites in livestock. The low sample capacity, which increases labor and processing time, is one drawback. Targeted amplicon sequencing (Ampliseq) uses the fast and large sample capacity platform to identify parasites in the target host, overcoming this limitation. DNA was extracted from 162 whole blood samples collected from cattle in three provinces in the Philippines. Using Illumina's Miseq platform, the V4 hypervariable region of the piroplasma 18S rRNA gene was amplified and sequenced. The AMPtk pipeline was used to obtain distinct amplicon sequence variants (ASVs) and the NCBI BLAST non-redundant database was used to assign taxonomy. In total, 95 (58.64%) samples were positive for piroplasma. Using the AMPTk pipeline, 2179 ASVs were obtained. A total of 79 distinct ASVs were obtained after clustering and filtering, which belonged to genera Babesia (n = 58), Theileria (n = 17), Hepatozoon (n = 2), and Sarcocystis (n = 2). The ASV top hits were composed of 10 species: Babesia bovis, B. bigemina, Theileria orientalis, Babesia sp., Hepatozoon canis, Sarcocystis cruzi, T. annulata, T. equi, T. mutans, and Theileria sp. Thung Song. The results generated in this study demonstrated the applicability of Ampliseq in detecting piroplasmid parasites infecting cattle in the Philippines.
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Affiliation(s)
- Eloiza May Galon
- National Research Center for Protozoan Diseases, Obihiro University of Agriculture and Veterinary Medicine, Obihiro 080-8555, Japan; (E.M.G.); (R.H.Y.); (P.F.A.M.); (A.E.R.); (H.L.); (S.J.)
- College of Veterinary Medicine and Biomedical Sciences, Cavite State University, Indang 4122, Philippines;
| | - Adrian Miki Macalanda
- College of Veterinary Medicine and Biomedical Sciences, Cavite State University, Indang 4122, Philippines;
| | - Tatsuki Sugi
- International Institute for Zoonosis Control, Hokkaido University, Sapporo 001-0020, Japan; (T.S.); (K.H.); (N.K.); (T.K.); (J.Y.)
| | - Kyoko Hayashida
- International Institute for Zoonosis Control, Hokkaido University, Sapporo 001-0020, Japan; (T.S.); (K.H.); (N.K.); (T.K.); (J.Y.)
| | - Naoko Kawai
- International Institute for Zoonosis Control, Hokkaido University, Sapporo 001-0020, Japan; (T.S.); (K.H.); (N.K.); (T.K.); (J.Y.)
| | - Taishi Kidaka
- International Institute for Zoonosis Control, Hokkaido University, Sapporo 001-0020, Japan; (T.S.); (K.H.); (N.K.); (T.K.); (J.Y.)
| | - Rochelle Haidee Ybañez
- National Research Center for Protozoan Diseases, Obihiro University of Agriculture and Veterinary Medicine, Obihiro 080-8555, Japan; (E.M.G.); (R.H.Y.); (P.F.A.M.); (A.E.R.); (H.L.); (S.J.)
| | - Paul Franck Adjou Moumouni
- National Research Center for Protozoan Diseases, Obihiro University of Agriculture and Veterinary Medicine, Obihiro 080-8555, Japan; (E.M.G.); (R.H.Y.); (P.F.A.M.); (A.E.R.); (H.L.); (S.J.)
| | - Aaron Edmond Ringo
- National Research Center for Protozoan Diseases, Obihiro University of Agriculture and Veterinary Medicine, Obihiro 080-8555, Japan; (E.M.G.); (R.H.Y.); (P.F.A.M.); (A.E.R.); (H.L.); (S.J.)
| | - Hang Li
- National Research Center for Protozoan Diseases, Obihiro University of Agriculture and Veterinary Medicine, Obihiro 080-8555, Japan; (E.M.G.); (R.H.Y.); (P.F.A.M.); (A.E.R.); (H.L.); (S.J.)
| | - Shengwei Ji
- National Research Center for Protozoan Diseases, Obihiro University of Agriculture and Veterinary Medicine, Obihiro 080-8555, Japan; (E.M.G.); (R.H.Y.); (P.F.A.M.); (A.E.R.); (H.L.); (S.J.)
| | - Junya Yamagishi
- International Institute for Zoonosis Control, Hokkaido University, Sapporo 001-0020, Japan; (T.S.); (K.H.); (N.K.); (T.K.); (J.Y.)
| | - Adrian Ybañez
- Institute of Molecular Genetics, Parasitology, and Vector-Borne Diseases—Main Campus, Cebu Technological University, Cebu City 6000, Philippines;
- College of Veterinary Medicine—Barili Campus, Cebu Technological University, Barili 6036, Philippines
| | - Xuenan Xuan
- National Research Center for Protozoan Diseases, Obihiro University of Agriculture and Veterinary Medicine, Obihiro 080-8555, Japan; (E.M.G.); (R.H.Y.); (P.F.A.M.); (A.E.R.); (H.L.); (S.J.)
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Bleke CA, Gese EM, Roberts SB, Villalba JJ. Seasonal shifts in pronghorn antelope (Antilocapra americana) diets under a new lens: Examining diet composition using a molecular technique. PLoS One 2023; 18:e0292725. [PMID: 37819912 PMCID: PMC10566741 DOI: 10.1371/journal.pone.0292725] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Accepted: 09/27/2023] [Indexed: 10/13/2023] Open
Abstract
Foraging is one of the most fundamental activities contributing to the maximization of an animal's fitness, and thus herbivores must optimize their diet selection and intake to meet their nutrient demands for survival, growth, and reproduction. Using plant DNA barcoding, we determined diet composition of five subpopulations of adult female pronghorn antelope (Antilocapra americana) grazing rangelands in southern and southeastern Idaho, USA. Fecal samples were collected for two years (2018-2019), and across metabolically-important adult female life history stages (late gestation, early lactation, breeding season). Plant DNA barcoding yielded 137 detected species within pronghorn diets across subpopulations and sampling periods with forbs being the most abundant. Pronghorn dietary functional group composition ranged from 52.2-60.3% from forbs followed by shrubs (22.6-28.2%), graminoids (8.7-15.7%), and legumes (5.5-9.6%). Dietary protein intake was also highest from forbs and ranged from 32.4-62.4% followed by graminoids (1.2-43.1%), shrubs (18.7-21.3%), and legumes (2.6-7.4%). We found significant intra- and interannual differences in the mean number of genera-based plant detections in pronghorn diets. Dietary protein intake of cultivated legumes (e.g., alfalfa [Medicago sativa] and sainfoin [Onobrychis viciifolia]) was lower than expected, ranging from <1.0-30.8%, suggesting that even within an agricultural-dominated landscape, factors other than plant nutritional composition contributed to pronghorn diets. Although the plant DNA barcoding technique exhibits limitations, it demonstrated potential for elucidating pronghorn dietary species richness, particularly for plants consumed in small proportions, as well as for observing temporal fluctuations in functional group composition and dietary protein intake explained through the interplay between environmental factors, plant chemical composition, and the animals' physiological needs.
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Affiliation(s)
- Cole A. Bleke
- Department of Wildland Resources, Utah State University, Logan, Utah, United States of America
| | - Eric M. Gese
- U.S. Department of Agriculture, Wildlife Services, National Wildlife Research Center, Utah Field Station, Logan, Utah, United States of America
| | - Shane B. Roberts
- Idaho Department of Fish and Game, Boise, Idaho, United States of America
| | - Juan J. Villalba
- Department of Wildland Resources, Utah State University, Logan, Utah, United States of America
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Brito de Jesus S, Vieira D, Gheller P, Cunha BP, Gallucci F, Fonseca G. Machine learning algorithms accurately identify free-living marine nematode species. PeerJ 2023; 11:e16216. [PMID: 37842061 PMCID: PMC10569207 DOI: 10.7717/peerj.16216] [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: 06/21/2023] [Accepted: 09/11/2023] [Indexed: 10/17/2023] Open
Abstract
Background Identifying species, particularly small metazoans, remains a daunting challenge and the phylum Nematoda is no exception. Typically, nematode species are differentiated based on morphometry and the presence or absence of certain characters. However, recent advances in artificial intelligence, particularly machine learning (ML) algorithms, offer promising solutions for automating species identification, mostly in taxonomically complex groups. By training ML models with extensive datasets of accurately identified specimens, the models can learn to recognize patterns in nematodes' morphological and morphometric features. This enables them to make precise identifications of newly encountered individuals. Implementing ML algorithms can improve the speed and accuracy of species identification and allow researchers to efficiently process vast amounts of data. Furthermore, it empowers non-taxonomists to make reliable identifications. The objective of this study is to evaluate the performance of ML algorithms in identifying species of free-living marine nematodes, focusing on two well-known genera: Acantholaimus Allgén, 1933 and Sabatieria Rouville, 1903. Methods A total of 40 species of Acantholaimus and 60 species of Sabatieria were considered. The measurements and identifications were obtained from the original publications of species for both genera, this compilation included information regarding the presence or absence of specific characters, as well as morphometric data. To assess the performance of the species identification four ML algorithms were employed: Random Forest (RF), Stochastic Gradient Boosting (SGBoost), Support Vector Machine (SVM) with both linear and radial kernels, and K-nearest neighbor (KNN) algorithms. Results For both genera, the random forest (RF) algorithm demonstrated the highest accuracy in correctly classifying specimens into their respective species, achieving an accuracy rate of 93% for Acantholaimus and 100% for Sabatieria, only a single individual from Acantholaimus of the test data was misclassified. Conclusion These results highlight the overall effectiveness of ML algorithms in species identification. Moreover, it demonstrates that the identification of marine nematodes can be automated, optimizing biodiversity and ecological studies, as well as turning species identification more accessible, efficient, and scalable. Ultimately it will contribute to our understanding and conservation of biodiversity.
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Affiliation(s)
- Simone Brito de Jesus
- Marine Science Institute, Federal University of São Paulo, Santos, São Paulo, Brazil
| | - Danilo Vieira
- Marine Science Institute, Federal University of São Paulo, Santos, São Paulo, Brazil
| | - Paula Gheller
- Institute Oceanographic, University of São Paulo, São Paulo, Brazil
| | - Beatriz P. Cunha
- Department of Animal Biology, State University of Campinas, Campinas, São Paulo, Brazil
| | - Fabiane Gallucci
- Marine Science Institute, Federal University of São Paulo, Santos, São Paulo, Brazil
| | - Gustavo Fonseca
- Marine Science Institute, Federal University of São Paulo, Santos, São Paulo, Brazil
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Pagani DM, Ventura SPR, Vu D, Mendes-Pereira T, Ribeiro Tomé LM, de Carvalho DS, Costa-Rezende DH, Kato RB, García GJY, Geml J, Robert V, They NH, Brenig B, Azevedo V, Scroferneker ML, Valente P, Góes-Neto A. Unveiling Fungal Community Structure along Different Levels of Anthropic Disturbance in a South American Subtropical Lagoon. J Fungi (Basel) 2023; 9:890. [PMID: 37754998 PMCID: PMC10532596 DOI: 10.3390/jof9090890] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Revised: 08/19/2023] [Accepted: 08/29/2023] [Indexed: 09/28/2023] Open
Abstract
Studies of fungal communities through amplicon metagenomics in aquatic environments, particularly in freshwater ecosystems, are still relatively recent. Unfortunately, many of these water bodies are facing growing threats from human expansion, such as effluent discharge from various human activities. As a result, these effluents have the potential to significantly alter the characteristics of water bodies and, subsequently, impact the diversity of their resident microorganisms. In this context, our objective was to investigate whether the fungal community structure varies according to the presence of different anthropic disturbances. We expect (i) the diversity of fungi will be greater and (ii) more specific unique operational taxonomic units (OTUs) related to each ecotonal system will be found compared to other sites of a lagoon. The study was conducted in the Tramandaí Lagoon (subtropical southern Brazil) at four distinct sampling points (estuary, middle of the lagoon, crop field area, and near a residential area where the Tramandaí River flows into the lagoon). As expected, the estuary and residential zones, which are ecotones, exhibited greater fungal diversity and more specific OTUs compared to the middle of the lagoon and crop field area. Moreover, a substantial proportion of fungal taxa could not be identified at the genus level, with many only classified at the phylum level, indicating potential new lineages. These findings underscore our limited understanding of the subtropical freshwater mycobiota.
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Affiliation(s)
- Danielle Machado Pagani
- Programa de Pós-Graduação em Microbiologia Agrícola e do Ambiente, Universidade Federal do Rio Grande do Sul, Porto Alegre 90010-150, RS, Brazil; (D.M.P.); (P.V.)
| | - Stefânia P. R. Ventura
- Programa de Pós-Graduação em Bioinformática, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, MG, Brazil; (S.P.R.V.); (R.B.K.); (G.J.Y.G.); (V.A.)
| | - Duong Vu
- Westerdijk Fungal Biodiversity Institute, Uppsalalaan 8, 3584 CT Utrecht, The Netherlands; (D.V.); (V.R.)
| | - Thairine Mendes-Pereira
- Programa de Pós-Graduação em Microbiologia, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, MG, Brazil; (T.M.-P.); (L.M.R.T.); (D.S.d.C.)
| | - Luiz Marcelo Ribeiro Tomé
- Programa de Pós-Graduação em Microbiologia, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, MG, Brazil; (T.M.-P.); (L.M.R.T.); (D.S.d.C.)
| | - Daniel Santana de Carvalho
- Programa de Pós-Graduação em Microbiologia, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, MG, Brazil; (T.M.-P.); (L.M.R.T.); (D.S.d.C.)
| | - Diogo Henrique Costa-Rezende
- Departamento de Ciências Biológicas, Programa de Pós-Graduação em Botânica, Universidade Estadual de Feira de Santana, Feira de Santana 44036-900, BA, Brazil;
| | - Rodrigo Bentes Kato
- Programa de Pós-Graduação em Bioinformática, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, MG, Brazil; (S.P.R.V.); (R.B.K.); (G.J.Y.G.); (V.A.)
| | - Glen Jasper Yupanqui García
- Programa de Pós-Graduação em Bioinformática, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, MG, Brazil; (S.P.R.V.); (R.B.K.); (G.J.Y.G.); (V.A.)
| | - József Geml
- ELKH-EKKE Lendület Environmental Microbiome Research Group, Eszterházy Károly Catholic University, Leányka U. 6, 3300 Eger, Hungary;
| | - Vincent Robert
- Westerdijk Fungal Biodiversity Institute, Uppsalalaan 8, 3584 CT Utrecht, The Netherlands; (D.V.); (V.R.)
| | - Ng Haig They
- Laboratório de Ecologia Aquática Microbiana, Programa de Pós-Graduação em Biologia de Ambientes Aquáticos Continentais, Departamento Interdisciplinar, Centro de Estudos Costeiros, Limnológicos e Marinhos, Universidade Federal do Rio Grande do Sul, Campus Litoral Norte, Tramandaí 95590-000, RS, Brazil;
| | - Bertram Brenig
- Institute of Veterinary Medicine, Georg-August-University Goettingen, 37073 Göttingen, Germany;
| | - Vasco Azevedo
- Programa de Pós-Graduação em Bioinformática, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, MG, Brazil; (S.P.R.V.); (R.B.K.); (G.J.Y.G.); (V.A.)
- Laboratory of Cellular and Molecular Genetics, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, MG, Brazil
| | - Maria Lúcia Scroferneker
- Programa de Pós-Graduação em Ciências Médicas, Universidade Federal do Rio Grande do Sul, Porto Alegre 90010-150, RS, Brazil;
| | - Patricia Valente
- Programa de Pós-Graduação em Microbiologia Agrícola e do Ambiente, Universidade Federal do Rio Grande do Sul, Porto Alegre 90010-150, RS, Brazil; (D.M.P.); (P.V.)
| | - Aristóteles Góes-Neto
- Programa de Pós-Graduação em Bioinformática, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, MG, Brazil; (S.P.R.V.); (R.B.K.); (G.J.Y.G.); (V.A.)
- Programa de Pós-Graduação em Microbiologia, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, MG, Brazil; (T.M.-P.); (L.M.R.T.); (D.S.d.C.)
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Reji Chacko M, Altermatt F, Fopp F, Guisan A, Keggin T, Lyet A, Rey PL, Richards E, Valentini A, Waldock C, Pellissier L. Catchment-based sampling of river eDNA integrates terrestrial and aquatic biodiversity of alpine landscapes. Oecologia 2023; 202:699-713. [PMID: 37558733 PMCID: PMC10475001 DOI: 10.1007/s00442-023-05428-4] [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: 11/04/2022] [Accepted: 07/22/2023] [Indexed: 08/11/2023]
Abstract
Monitoring of terrestrial and aquatic species assemblages at large spatial scales based on environmental DNA (eDNA) has the potential to enable evidence-based environmental policymaking. The spatial coverage of eDNA-based studies varies substantially, and the ability of eDNA metabarcoding to capture regional biodiversity remains to be assessed; thus, questions about best practices in the sampling design of entire landscapes remain open. We tested the extent to which eDNA sampling can capture the diversity of a region with highly heterogeneous habitat patches across a wide elevation gradient for five days through multiple hydrological catchments of the Swiss Alps. Using peristaltic pumps, we filtered 60 L of water at five sites per catchment for a total volume of 1800 L. Using an eDNA metabarcoding approach focusing on vertebrates and plants, we detected 86 vertebrate taxa spanning 41 families and 263 plant taxa spanning 79 families across ten catchments. For mammals, fishes, amphibians and plants, the detected taxa covered some of the most common species in the region according to long-term records while including a few more rare taxa. We found marked turnover among samples from distinct elevational classes indicating that the biological signal in alpine rivers remains relatively localised and is not aggregated downstream. Accordingly, species compositions differed between catchments and correlated with catchment-level forest and grassland cover. Biomonitoring schemes based on capturing eDNA across rivers within biologically integrated catchments may pave the way toward a spatially comprehensive estimation of biodiversity.
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Affiliation(s)
- Merin Reji Chacko
- Unit of Land Change Science, Swiss Federal Research Institute WSL, Birmensdorf, Switzerland.
- Department of Environmental Systems Science, Institute of Terrestrial Ecosystems, ETH Zürich, Zurich, Switzerland.
| | - Florian Altermatt
- Department of Aquatic Ecology, Eawag, Swiss Federal Institute of Aquatic Science and Technology, Dübendorf, Switzerland
- Department of Evolutionary Biology and Environmental Studies, University of Zurich, Zurich, Switzerland
| | - Fabian Fopp
- Unit of Land Change Science, Swiss Federal Research Institute WSL, Birmensdorf, Switzerland
- Department of Environmental Systems Science, Institute of Terrestrial Ecosystems, ETH Zürich, Zurich, Switzerland
| | - Antoine Guisan
- Department of Ecology and Evolution, University of Lausanne, Geopolis, Lausanne, Switzerland
| | - Thomas Keggin
- Unit of Land Change Science, Swiss Federal Research Institute WSL, Birmensdorf, Switzerland
- Department of Environmental Systems Science, Institute of Terrestrial Ecosystems, ETH Zürich, Zurich, Switzerland
| | - Arnaud Lyet
- World Wildlife Fund, Wildlife Conservation Team, Washington, DC, USA
| | - Pierre-Louis Rey
- Institute of Earth Surface Dynamics, University of Lausanne, Geopolis, Lausanne, Switzerland
| | - Eilísh Richards
- Department of Environmental Systems Science, Institute of Terrestrial Ecosystems, ETH Zürich, Zurich, Switzerland
| | | | - Conor Waldock
- Unit of Land Change Science, Swiss Federal Research Institute WSL, Birmensdorf, Switzerland
- Department of Environmental Systems Science, Institute of Terrestrial Ecosystems, ETH Zürich, Zurich, Switzerland
| | - Loïc Pellissier
- Unit of Land Change Science, Swiss Federal Research Institute WSL, Birmensdorf, Switzerland
- Department of Environmental Systems Science, Institute of Terrestrial Ecosystems, ETH Zürich, Zurich, Switzerland
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Ilík V, Kreisinger J, Modrý D, Schwarz EM, Tagg N, Mbohli D, Nkombou IC, Petrželková KJ, Pafčo B. High diversity and sharing of strongylid nematodes in humans and great apes co-habiting an unprotected area in Cameroon. PLoS Negl Trop Dis 2023; 17:e0011499. [PMID: 37624869 PMCID: PMC10484444 DOI: 10.1371/journal.pntd.0011499] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Revised: 09/07/2023] [Accepted: 07/03/2023] [Indexed: 08/27/2023] Open
Abstract
Rapid increases in human populations and environmental changes of past decades have led to changes in rates of contact and spatial overlap with wildlife. Together with other historical, social and environmental processes, this has significantly contributed to pathogen transmission in both directions, especially between humans and non-human primates, whose close phylogenetic relationship facilitates cross-infections. Using high-throughput amplicon sequencing, we studied strongylid communities in sympatric western lowland gorillas, central chimpanzees and humans co-occurring in an unprotected area in the northern periphery of the Dja Faunal Reserve, Cameroon. At the genus level, we classified 65 strongylid ITS-2 amplicon sequencing variants (ASVs) in humans and great apes. Great apes exhibited higher strongylid diversity than humans. Necator and Oesophagostomum were the most prevalent genera, and we commonly observed mixed infections of more than one strongylid species. Human strongylid communities were dominated by the human hookworm N. americanus, while great apes were mainly infected with N. gorillae, O. stephanostomum and trichostrongylids. We were also able to detect rare strongylid taxa (such as Ancylostoma and Ternidens). We detected eight ASVs shared between humans and great apes (four N. americanus variants, two N. gorillae variants, one O. stephanostomum type I and one Trichostrongylus sp. type II variant). Our results show that knowledge of strongylid communities in primates, including humans, is still limited. Sharing the same habitat, especially outside protected areas (where access to the forest is not restricted), can enable mutual parasite exchange and can even override host phylogeny or conserved patterns. Such studies are critical for assessing the threats posed to all hosts by increasing human-wildlife spatial overlap. In this study, the term "contact" refers to physical contact, while "spatial overlap" refers to environmental contact.
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Affiliation(s)
- Vladislav Ilík
- Department of Botany and Zoology, Faculty of Science, Masaryk University, Brno, Czech Republic
- Institute of Vertebrate Biology, Czech Academy of Sciences, Brno, Czech Republic
| | - Jakub Kreisinger
- Department of Zoology, Faculty of Science, Charles University, Praha, Czech Republic
| | - David Modrý
- Department of Botany and Zoology, Faculty of Science, Masaryk University, Brno, Czech Republic
- Institute of Parasitology, Biology Centre, Czech Academy of Sciences, Ceske Budejovice, Czech Republic
- Department of Veterinary Sciences, Faculty of Agrobiology, Food and Natural Resources/CINeZ, Czech University of Life Sciences Prague, Prague, Czech Republic
| | - Erich Marquard Schwarz
- Department of Molecular Biology and Genetics, Cornell University, Ithaca, New York, United States of America
| | - Nikki Tagg
- Centre for Research and Conservation/KMDA, Antwerp, Belgium
| | - Donald Mbohli
- Association de la Protection des Grands Singes, Yaoundé, Cameroon
| | | | - Klára Judita Petrželková
- Institute of Vertebrate Biology, Czech Academy of Sciences, Brno, Czech Republic
- Institute of Parasitology, Biology Centre, Czech Academy of Sciences, Ceske Budejovice, Czech Republic
| | - Barbora Pafčo
- Institute of Vertebrate Biology, Czech Academy of Sciences, Brno, Czech Republic
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Schumm YR, Masello JF, Vreugdenhil-Rowlands J, Fischer D, Hillerich K, Quillfeldt P. Diet composition of wild columbiform birds: next-generation sequencing of plant and metazoan DNA in faecal samples. THE SCIENCE OF NATURE - NATURWISSENSCHAFTEN 2023; 110:38. [PMID: 37480393 PMCID: PMC10363069 DOI: 10.1007/s00114-023-01863-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Revised: 06/27/2023] [Accepted: 06/28/2023] [Indexed: 07/24/2023]
Abstract
Accurate knowledge of a species' diets is fundamental to understand their ecological requirements. Next-generation sequencing technology has become a powerful and non-invasive tool for diet reconstruction through DNA metabarcoding. Here, we applied those methods on faecal samples of Common Woodpigeons Columba palumbus, European Turtle Doves Streptopelia turtur, and Stock Doves C. oenas to investigate their dietary composition. By applying primer pairs targeting both the ITS2 region of plant nuclear DNA and the mitochondrial COI region of metazoan DNA, we provide a complete picture of the food ingested and estimate the dietary overlap between the columbiform species during the breeding season. Animal DNA was present very rarely, and a diverse range of plants from the class Spermatopsida dominated the diet, with Asteraceae, Brassicaceae, Cucurbitaceae, Fabaceae, and Poaceae as the most frequently represented families. Generally, we detected a variability between species but also amongst individual samples. Plant species already known from previous studies, mainly visual analyses, could be confirmed for our individuals sampled in Germany and the Netherlands. Our molecular approach revealed new plant taxa, e.g. plants of the families Malvaceae for Woodpigeons, Lythraceae for Turtle Doves, and Pinaceae for Stock Doves, not found in previous studies using visual analyses. Although most of the plant species observed were of wild origin, the majority of cultivated plants found were present in higher frequencies of occurrence, suggesting that cultivated food items likely constitute an important part of the diet of the studied species. For Turtle Doves, a comparison with previous studies suggested regional differences, and that food items (historically) considered as important part of their diet, such as Fumitory Fumaria sp. and Chickweed Stellaria media, were missing in our samples. This indicates that regional variations as well as historic and current data on diet should be considered to plan tailored seed mixtures, which are currently proposed as an important management measure for conservation of the rapidly declining Turtle Dove.
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Affiliation(s)
- Yvonne R Schumm
- Department of Animal Ecology & Systematics, Justus Liebig University, Heinrich-Buff-Ring 26-32, 35392, Giessen, Germany.
| | - Juan F Masello
- Department of Animal Ecology & Systematics, Justus Liebig University, Heinrich-Buff-Ring 26-32, 35392, Giessen, Germany
| | | | - Dominik Fischer
- Clinic for Birds, Reptiles, Amphibians and Fish, Veterinary Faculty, Justus Liebig University, Frankfurter Strasse 114, 35392, Giessen, Germany
- Zoo Wuppertal, Hubertusallee 30, 42117, Wuppertal, Germany
| | | | - Petra Quillfeldt
- Department of Animal Ecology & Systematics, Justus Liebig University, Heinrich-Buff-Ring 26-32, 35392, Giessen, Germany
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Haye PA, Segovia NI. Shedding light on variation in reproductive success through studies of population genetic structure in a Southeast Pacific Coast mussel. Heredity (Edinb) 2023; 130:402-413. [PMID: 37024547 PMCID: PMC10238476 DOI: 10.1038/s41437-023-00615-8] [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: 11/13/2022] [Revised: 03/23/2023] [Accepted: 03/23/2023] [Indexed: 04/08/2023] Open
Abstract
Phylogeography often focuses on the spatial dimension of genetic diversity, rarely including the temporal dynamics occurring interannually among local populations, which can provide insight into past variations in reproductive success. Currently, there is an intense aquaculture industry of Mytilus spp. on the Southeast Pacific Coast which depends entirely on the spat released by natural populations forming a relevant and sensitive social-ecological system. Temporal and spatial spat variability from natural mussel beds could be related to interannual reproductive dynamics with variable reproductive success and recruitment, which leave genetic signatures. Temporal and spatial genetic structure was evaluated in six natural beds in the Southeast Pacific (from 39°25'S to 43°07'S) on the most abundant and widespread Mytilus lineage detected, Mytilus cf. chilensis, in 4 consecutive years. Analyses included data from >180 individuals per year, with a total of 751 (mitochondrial COI) and 747 (nuclear H1) individuals, respectively. Overall, both markers showed high haplotype diversity and low spatial and temporal genetic differentiation. Likely, the high dispersal capacity of Mytilus cf. chilensis maintains population homogeneity and prevents diversity erosion. The slight differences in genetic variance of COI were better explained by differences among sites (space), and conversely, the H1 genetic variance was better explained by interannual (temporal) comparisons, which could explain temporal variability in spat availability. This study highlights the important insights achieved with the evaluation of both temporal and spatial population genetic structures in marine species with high reproductive output, which can condition the success and sustainability of the relevant social-ecological system.
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Affiliation(s)
- Pilar A Haye
- Departamento de Biología Marina, Facultad de Ciencias del Mar, Universidad Católica del Norte, Coquimbo, Chile
- Instituto Milenio en Socio-Ecología Costera (SECOS), Santiago, Chile
| | - Nicolás I Segovia
- Departamento de Biología Marina, Facultad de Ciencias del Mar, Universidad Católica del Norte, Coquimbo, Chile.
- Instituto Milenio en Socio-Ecología Costera (SECOS), Santiago, Chile.
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Paula DP, Andow DA. DNA High-Throughput Sequencing for Arthropod Gut Content Analysis to Evaluate Effectiveness and Safety of Biological Control Agents. NEOTROPICAL ENTOMOLOGY 2023; 52:302-332. [PMID: 36478343 DOI: 10.1007/s13744-022-01011-3] [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: 06/27/2022] [Accepted: 11/20/2022] [Indexed: 06/17/2023]
Abstract
The search for effective biological control agents without harmful non-target effects has been constrained by the use of impractical (field direct observation) or imprecise (cage experiments) methods. While advances in the DNA sequencing methods, more specifically the development of high-throughput sequencing (HTS), have been quickly incorporated in biodiversity surveys, they have been slow to be adopted to determine arthropod prey range, predation rate and food web structure, and critical information to evaluate the effectiveness and safety of a biological control agent candidate. The lack of knowledge on how HTS methods could be applied by ecological entomologists constitutes part of the problem, although the lack of expertise and the high cost of the analysis also are important limiting factors. In this review, we describe how the latest HTS methods of metabarcoding and Lazaro, a method to identify prey by mapping unassembled shotgun reads, can serve biological control research, showing both their power and limitations. We explain how they work to determine prey range and also how their data can be used to estimate predation rates and subsequently be translated into food webs of natural enemy and prey populations helping to elucidate their role in the community. We present a brief history of prey detection through molecular gut content analysis and also the attempts to develop a more precise formula to estimate predation rates, a problem that still remains. We focused on arthropods in agricultural ecosystems, but most of what is covered here can be applied to natural systems and non-arthropod biological control candidates as well.
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Swinehart A, Partridge C, Russell A, Thacker A, Kovach J, Moore J. Diet of a threatened rattlesnake (eastern massasauga) revealed by DNA metabarcoding. Ecol Evol 2023; 13:e10029. [PMID: 37122773 PMCID: PMC10131807 DOI: 10.1002/ece3.10029] [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: 01/12/2023] [Revised: 04/04/2023] [Accepted: 04/06/2023] [Indexed: 05/02/2023] Open
Abstract
Characterizing the diet of imperiled species using minimally invasive methods is crucial to understanding their ecology and conservation requirements. Here, we apply a DNA metabarcoding approach to study the diet of the eastern massasauga rattlesnake (Sistrurus catenatus), a Federally Threatened snake found throughout the Great Lakes region. Eighty-three fecal samples collected across 10 different massasauga populations located in Michigan, USA, were sequenced, with 70 samples containing prey DNA. We used universal metazoan primers and developed a host-specific oligonucleotide blocker to characterize their diet. We identified at least 12 different prey species, with eastern massasaugas exhibiting opportunistic feeding and a strong preference towards small mammals. Meadow voles (Microtus pennsylvanicus) were the most common prey item (70% of diet) followed by the northern short-tailed shrew (Blarina brevicauda) and masked shrew (Sorex cinereus; 15.7% of diet each), along with occasional bird and snake prey. Adult individuals exhibited a more generalized diet, consuming a larger number of prey taxa on average. Younger snakes consumed a smaller variety of prey items and tended to consume smaller-sized mammals such as masked shrews (Sorex cinereus) and northern short-tailed shrews (Blarina brevicauda). We conclude that small mammals are a crucial part of eastern massasauga rattlesnake diet and recommend this be taken into consideration when conservation strategies are developed. The methods developed in this study can be applied to other reptile species, providing an accurate, minimally invasive, and thorough diet assessment for at-risk reptile species.
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Affiliation(s)
- Alyssa Swinehart
- Biology DepartmentGrand Valley State UniversityAllendaleMichiganUSA
| | - Charlyn Partridge
- Annis Water Resources InstituteGrand Valley State UniversityMuskegonMichiganUSA
| | - Amy Russell
- Biology DepartmentGrand Valley State UniversityAllendaleMichiganUSA
| | - Arin Thacker
- Biology DepartmentGrand Valley State UniversityAllendaleMichiganUSA
| | - Jennifer Kovach
- Biology DepartmentGrand Valley State UniversityAllendaleMichiganUSA
| | - Jennifer Moore
- Biology DepartmentGrand Valley State UniversityAllendaleMichiganUSA
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McLaughlin JF, Aguilar C, Bernstein JM, Navia-Gine WG, Cueto-Aparicio LE, Alarcon AC, Alarcon BD, Collier R, Takyar A, Vong SJ, López-Chong OG, Driver R, Loaiza JR, De León LF, Saltonstall K, Lipshutz SE, Arcila D, Brock KM, Miller MJ. Comparative phylogeography reveals widespread cryptic diversity driven by ecology in Panamanian birds. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.03.15.530646. [PMID: 36993716 PMCID: PMC10055050 DOI: 10.1101/2023.03.15.530646] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 04/29/2023]
Abstract
Widespread species often harbor unrecognized genetic diversity, and investigating the factors associated with such cryptic variation can help us better understand the forces driving diversification. Here, we identify potential cryptic species based on a comprehensive dataset of COI mitochondrial DNA barcodes from 2,333 individual Panamanian birds across 429 species, representing 391 (59%) of the 659 resident landbird species of the country, as well as opportunistically sampled waterbirds. We complement this dataset with additional publicly available mitochondrial loci, such as ND2 and cytochrome b, obtained from whole mitochondrial genomes from 20 taxa. Using barcode identification numbers (BINs), we find putative cryptic species in 19% of landbird species, highlighting hidden diversity in the relatively well-described avifauna of Panama. Whereas some of these mitochondrial divergence events corresponded with recognized geographic features that likely isolated populations, such as the Cordillera Central highlands, the majority (74%) of lowland splits were between eastern and western populations. The timing of these splits are not temporally coincident across taxa, suggesting that historical events, such as the formation of the Isthmus of Panama and Pleistocene climatic cycles, were not the primary drivers of cryptic diversification. Rather, we observed that forest species, understory species, insectivores, and strongly territorial species-all traits associated with lower dispersal ability-were all more likely to have multiple BINs in Panama, suggesting strong ecological associations with cryptic divergence. Additionally, hand-wing index, a proxy for dispersal capability, was significantly lower in species with multiple BINs, indicating that dispersal ability plays an important role in generating diversity in Neotropical birds. Together, these results underscore the need for evolutionary studies of tropical bird communities to consider ecological factors along with geographic explanations, and that even in areas with well-known avifauna, avian diversity may be substantially underestimated.
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Affiliation(s)
- J. F. McLaughlin
- Department of Biology, University of Oklahoma, Norman, OK, USA
- Sam Noble Oklahoma Museum of Natural History Norman, OK, USA
- Department of Environmental Science, Policy, and Management, University of California Berkeley, Berkeley, CA, USA
| | - Celestino Aguilar
- Smithsonian Tropical Research Institute, Panama, Republic of Panama
- Centro de Biodiversidad y Descubrimiento de Drogas, Instituto de Investigaciones Científicas y Servicios de Alta Tecnología (INDICASAT AIP), Panama, Republic of Panama
| | - Justin M. Bernstein
- Department of Biology, Villanova University, Villanova, PA, USA
- Center for Genomics, University of Kansas, Lawrence, KS, USA
| | - Wayra G. Navia-Gine
- Smithsonian Tropical Research Institute, Panama, Republic of Panama
- Pacific Biosciences, 1305 O’Brien Dr, Menlo Park, CA, USA
| | | | | | | | - Rugger Collier
- Department of Biology, University of Oklahoma, Norman, OK, USA
| | - Anshule Takyar
- Department of Biology, University of Oklahoma, Norman, OK, USA
| | - Sidney J. Vong
- Department of Biology, University of Oklahoma, Norman, OK, USA
| | | | - Robert Driver
- Department of Biology, East Carolina University, Greenville, NC, USA
| | - Jose R. Loaiza
- Centro de Biodiversidad y Descubrimiento de Drogas, Instituto de Investigaciones Científicas y Servicios de Alta Tecnología (INDICASAT AIP), Panama, Republic of Panama
| | - Luis F. De León
- Smithsonian Tropical Research Institute, Panama, Republic of Panama
- Centro de Biodiversidad y Descubrimiento de Drogas, Instituto de Investigaciones Científicas y Servicios de Alta Tecnología (INDICASAT AIP), Panama, Republic of Panama
- Department of Biology, University of Massachusetts Boston, Boston, MA, USA
| | | | | | - Dahiana Arcila
- Department of Biology, University of Oklahoma, Norman, OK, USA
- Sam Noble Oklahoma Museum of Natural History Norman, OK, USA
| | - Kinsey M. Brock
- Department of Environmental Science, Policy, and Management, University of California Berkeley, Berkeley, CA, USA
- Museum of Vertebrate Zoology, University of California Berkeley, Berkeley, CA, USA
| | - Matthew J. Miller
- Department of Biology, University of Oklahoma, Norman, OK, USA
- Sam Noble Oklahoma Museum of Natural History Norman, OK, USA
- Smithsonian Tropical Research Institute, Panama, Republic of Panama
- Reneco International Wildlife Consultants, Abu Dhabi, UAE
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Nell CS, Pratt R, Burger J, Preston KL, Treseder KK, Kamada D, Moore K, Mooney KA. Consequences of arthropod community structure for an at-risk insectivorous bird. PLoS One 2023; 18:e0281081. [PMID: 36763634 PMCID: PMC9917275 DOI: 10.1371/journal.pone.0281081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Accepted: 01/13/2023] [Indexed: 02/12/2023] Open
Abstract
Global declines in bird and arthropod abundance highlights the importance of understanding the role of food limitation and arthropod community composition for the performance of insectivorous birds. In this study, we link data on nestling diet, arthropod availability and nesting performance for the Coastal Cactus Wren (Campylorhynchus brunneicapillus sandiegensis), an at-risk insectivorous bird native to coastal southern California and Baja Mexico. We used DNA metabarcoding to characterize nestling diets and monitored 8 bird territories over two years to assess the relationship between arthropod and vegetation community composition and bird reproductive success. We document a discordance between consumed prey and arthropod biomass within nesting territories, in which Diptera and Lepidoptera were the most frequently consumed prey taxa but were relatively rare in the environment. In contrast other Orders (e.g., Hemiptera, Hymenoptera)were abundant in the environment but were absent from nestling diets. Accordingly, variation in bird reproductive success among territories was positively related to the relative abundance of Lepidoptera (but not Diptera), which were most abundant on 2 shrub species (Eriogonum fasciculatum, Sambucus nigra) of the 9 habitat elements characterized (8 dominant plant species and bare ground). Bird reproductive success was in turn negatively related to two invasive arthropods whose abundance was not associated with preferred bird prey, but instead possibly acted through harassment (Linepithema humile; Argentine ants) and parasite transmission or low nutritional quality (Armadillidium vulgare; "pill-bug"). These results demonstrate how multiple aspects of arthropod community structure can influence bird performance through complementary mechanisms, and the importance of managing for arthropods in bird conservation efforts.
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Affiliation(s)
- Cee S. Nell
- Department of Ecology & Evolutionary Biology and Center for Environmental Biology, University of California, Irvine, CA, United States of America
- * E-mail:
| | - Riley Pratt
- Department of Ecology & Evolutionary Biology and Center for Environmental Biology, University of California, Irvine, CA, United States of America
- California State Parks, San Clemente, CA, United States of America
| | - Jutta Burger
- Irvine Ranch Conservancy, Irvine, CA, United States of America
| | | | - Kathleen K. Treseder
- Department of Ecology & Evolutionary Biology and Center for Environmental Biology, University of California, Irvine, CA, United States of America
| | - Dana Kamada
- Natural Communities Coalition, Irvine, CA, United States of America
| | - Karly Moore
- Natural Communities Coalition, Irvine, CA, United States of America
| | - Kailen A. Mooney
- Department of Ecology & Evolutionary Biology and Center for Environmental Biology, University of California, Irvine, CA, United States of America
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Zhang L, Huang YW, Huang JL, Ya JD, Zhe MQ, Zeng CX, Zhang ZR, Zhang SB, Li DZ, Li HT, Yang JB. DNA barcoding of Cymbidium by genome skimming: Call for next-generation nuclear barcodes. Mol Ecol Resour 2023; 23:424-439. [PMID: 36219539 DOI: 10.1111/1755-0998.13719] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Revised: 09/23/2022] [Accepted: 09/29/2022] [Indexed: 01/04/2023]
Abstract
Cymbidium is an orchid genus that has undergone rapid radiation and has high ornamental, economic, ecological and cultural importance, but its classification based on morphology is controversial. The plastid genome (plastome), as an extension of plant standard DNA barcodes, has been widely used as a potential molecular marker for identifying recently diverged species or complicated plant groups. In this study, we newly generated 237 plastomes of 50 species (at least two individuals per species) by genome skimming, covering 71.4% of members of the genus Cymbidium. Sequence-based analyses (barcoding gaps and automatic barcode gap discovery) and tree-based analyses (maximum likelihood, Bayesian inference and multirate Poisson tree processes model) were conducted for species identification of Cymbidium. Our work provides a comprehensive DNA barcode reference library for Cymbidium species identification. The results show that compared with standard DNA barcodes (rbcL + matK) as well as the plastid trnH-psbA, the species identification rate of the plastome increased moderately from 58% to 68%. At the same time, we propose an optimized identification strategy for Cymbidium species. The plastome cannot completely resolve the species identification of Cymbidium, the main reasons being incomplete lineage sorting, artificial cultivation, natural hybridization and chloroplast capture. To further explore the potential use of nuclear data in identifying species, the Skmer method was adopted and the identification rate increased to 72%. It appears that nuclear genome data have a vital role in species identification and are expected to be used as next-generation nuclear barcodes.
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Affiliation(s)
- Le Zhang
- Germplasm Bank of Wild Species, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, Yunnan, China
| | - Yi-Wei Huang
- Germplasm Bank of Wild Species, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, Yunnan, China.,Kunming College of Life Science, University of Chinese Academy of Sciences, Kunming, Yunnan, China
| | | | - Ji-Dong Ya
- Germplasm Bank of Wild Species, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, Yunnan, China
| | - Meng-Qing Zhe
- Germplasm Bank of Wild Species, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, Yunnan, China.,Kunming College of Life Science, University of Chinese Academy of Sciences, Kunming, Yunnan, China
| | - Chun-Xia Zeng
- Germplasm Bank of Wild Species, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, Yunnan, China
| | - Zhi-Rong Zhang
- Germplasm Bank of Wild Species, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, Yunnan, China
| | - Shi-Bao Zhang
- Key Laboratory for Economic Plants and Biotechnology, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, Yunnan, China
| | - De-Zhu Li
- Germplasm Bank of Wild Species, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, Yunnan, China.,Kunming College of Life Science, University of Chinese Academy of Sciences, Kunming, Yunnan, China
| | - Hong-Tao Li
- Germplasm Bank of Wild Species, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, Yunnan, China.,Kunming College of Life Science, University of Chinese Academy of Sciences, Kunming, Yunnan, China
| | - Jun-Bo Yang
- Germplasm Bank of Wild Species, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, Yunnan, China
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Plant Community Associates with Rare Rather than Abundant Fungal Taxa in Alpine Grassland Soils. Appl Environ Microbiol 2023; 89:e0186222. [PMID: 36602328 PMCID: PMC9888191 DOI: 10.1128/aem.01862-22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
The importance of the rare microbial biosphere in maintaining biodiversity and ecological functions has been highlighted recently. However, the current understanding of the spatial distribution of rare microbial taxa is still limited, with only a few investigations for rare prokaryotes and virtually none for rare fungi. Here, we investigated the spatial patterns of rare and abundant fungal taxa in alpine grassland soils across 2,000 km of the Qinghai-Tibetan plateau. We found that most locally rare fungal taxa remained rare (13.07%) or were absent (82.85%) in other sites, whereas only a small proportion (4.06%) shifted between rare and abundant among sites. Although they differed in terms of diversity levels and compositions, the distance decay relationships of both the rare and the abundant fungal taxa were valid and displayed similar turnover rates. Moreover, the community assemblies of both rare and abundant fungal taxa were predominantly controlled by deterministic rather than stochastic processes. Notably, the community composition of rare rather than abundant fungal taxa associated with the plant community composition. In summary, this study advances our understanding of the biogeographic features of rare fungal taxa in alpine grasslands and highlights the concordance between plant communities and rare fungal subcommunities in soil. IMPORTANCE Our current understanding of the ecology and functions of rare microbial taxa largely relies on research conducted on prokaryotes. Despite the key ecological roles of soil fungi, little is known about the biogeographic patterns and drivers of rare and abundant fungi in soils. In this study, we investigated the spatial patterns of rare and abundant fungal taxa in Qinghai-Tibetan plateau (QTP) alpine grassland soils across 2,000 km, with a special concentration on the importance of the plant communities in shaping rare fungal taxa. We showed that rare fungal taxa generally had a biogeographic pattern that was similar to that of abundant fungal taxa in alpine grassland soils on the QTP. Furthermore, the plant community composition was strongly related to the community composition of rare taxa but not abundant taxa. In summary, this study significantly increases our biogeographic and ecological knowledge of rare fungal taxa in alpine grassland soils.
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Klimova A, Rodríguez‐Estrella R, Meng G, Gutiérrez‐Rivera JN, Jimenez‐Jimenez ML, Liu S. Metabarcoding reveals seasonal and spatial patterns of arthropod community assemblages in two contrasting habitats: Desert and oasis of the Baja California Peninsula, Mexico. DIVERS DISTRIB 2023. [DOI: 10.1111/ddi.13672] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Affiliation(s)
- Anastasia Klimova
- Centro de Investigaciones Biológicas del Noroeste S.C. La Paz Mexico
| | | | - Guanliang Meng
- Zoological Research Museum Alexander Koenig, Leibniz Institute for the Analysis of Biodiversity Change Bonn Germany
| | | | | | - Shanlin Liu
- Department of Entomology, College of Plant Protection China Agricultural University Beijing China
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Deeley S, Kang L, Michalak P, Hallerman E, Ford WM. DNA Metabarcoding-Based Evaluation of the Diet of Big Brown Bats (Eptesicus Fuscus) in the Mid-Atlantic Region. Northeast Nat (Steuben) 2023. [DOI: 10.1656/045.029.0405] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Affiliation(s)
- Sabrina Deeley
- United States Fish and Wildlife Service, Chesapeake Bay Field Office, Annapolis, MD 21401
| | - Lin Kang
- Biomedical Research, Edward Via College of Osteopathic Medicine, Monroe, LA 71203
| | - Pawel Michalak
- Department of Biomedical Sciences and Pathobiology, VA–MD Regional College of Veterinary Medicine, Virginia Tech, Blacksburg, VA 24060
| | - Eric Hallerman
- Department of Fish and Wildlife Conservation, Virginia Tech, Blacksburg, VA 24061
| | - W. Mark Ford
- US Geological Survey, Virginia Cooperative Fish and Wildlife Research Unit, Blacksburg, VA 24061
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Sayed HA, Mostafa S, Haggag IM, Hassan NA. DNA Barcoding of Prunus Species Collection Conserved in the National Gene Bank of Egypt. Mol Biotechnol 2023; 65:410-418. [PMID: 35962931 PMCID: PMC9935672 DOI: 10.1007/s12033-022-00530-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Accepted: 06/23/2022] [Indexed: 11/28/2022]
Abstract
Two intergenic spacers cpDNA barcoding regions were used to assess the genetic diversity and phylogenetic structure of a collection of 25 Prunus accessions. The trnH-psbA and trnL-trnF intergenic spacers were able to distinguish and identify only four Prunus species. The average aligned length was 316-352 bp and 701-756 bp for trnH-psbA and trnL-trnF, respectively. The overall evolutionary divergence was higher in trnH-psbA than trnL-trnF. The transition/transversion bias (R) recorded as 0.59 in trnL-trnF and 0.89 in trnH-psbA. The number of invariable sites, nucleotide diversity (Pi), and the average number of nucleotide differences (k) was higher in the trnH-psbA region. The trnL-trnF records was above the other region in the number of variable sites, number of singleton variable sites, and the parsimony informative sites. Phylogenetic relationships among the 25 accessions of Prunus species were investigated. Most of the different Prunus species clustered in a homogenized distribution in both regions, except for the plum (P. domestica) accession (African Rose) was assigned with the peach (P. persica) accessions. The two intergenic cpDNA trnH-psbA and trnL-trnF were able to distinguish and identify the four Prunus species accessions.
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Affiliation(s)
- Hossam A. Sayed
- National Gene Bank, Agricultural Research Center, B.O. 12619, Giza, Egypt
| | - Shimaa Mostafa
- National Gene Bank, Agricultural Research Center, B.O. 12619, Giza, Egypt.
| | - Ibrahim M. Haggag
- National Gene Bank, Agricultural Research Center, B.O. 12619, Giza, Egypt
| | - Neveen A. Hassan
- National Gene Bank, Agricultural Research Center, B.O. 12619, Giza, Egypt
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Botha D, du Plessis M, Siebert F, Barnard S. Introducing an rbcL and a trnL reference library to aid in the metabarcoding analysis of foraged plants from two semi-arid eastern South African savanna bioregions. PLoS One 2023; 18:e0286144. [PMID: 37205700 DOI: 10.1371/journal.pone.0286144] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Accepted: 05/10/2023] [Indexed: 05/21/2023] Open
Abstract
Success of a metabarcoding study is determined by the extent of taxonomic coverage and the quality of records available in the DNA barcode reference database used. This study aimed to create an rbcL and a trnL (UAA) DNA barcode sequence reference database of plant species that are potential herbivore foraging targets and commonly found in semi-arid savannas of eastern South Africa. An area-specific species list of 765 species was compiled according to plant collection records available and areas comparable to an eastern semi-arid South African savanna. Thereafter, rbcL and trnL sequences of species from this list were mined from GenBank and BOLD sequence databases according to specific quality criteria to ensure accurate taxonomic coverage and resolution. These were supplemented with sequences of 24 species sequenced for this study. A phylogenetic approach, employing Neighbor-Joining, was used to verify the topology of the reference libraries to known angiosperm phylogeny. The taxonomic reliability of these reference libraries was evaluated by testing for the presence of a barcode gap, identifying a data-appropriate identification threshold, and determining the identification accuracy of reference sequences via primary distance-based criteria. The final rbcL reference dataset consisted of 1238 sequences representing 318 genera and 562 species. The final trnL dataset consisted of 921 sequences representing 270 genera and 461 species. Barcode gaps were found for 76% of the taxa in the rbcL barcode reference dataset and 68% of the taxa in the trnL barcode reference dataset. The identification success rate, calculated with the k-nn criterion was 85.86% for the rbcL dataset and 73.72% for the trnL dataset. The datasets for rbcL and trnL combined during this study are not presented as complete DNA reference libraries, but rather as two datasets that should be used in unison to identify plants present in the semi-arid eastern savannas of South Africa.
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Affiliation(s)
- Danielle Botha
- Unit for Environmental Sciences and Management, North-West University, Potchefstroom, South Africa
| | - Mornè du Plessis
- Core Sequencing Facility, National Institute for Communicable Diseases of the National Health Laboratory Service, Sandringham, Johannesburg, South Africa
| | - Frances Siebert
- Unit for Environmental Sciences and Management, North-West University, Potchefstroom, South Africa
| | - Sandra Barnard
- Unit for Environmental Sciences and Management, North-West University, Potchefstroom, South Africa
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Coppo G, Pais FS, Ferreira TO, Halanych KM, Donnelly K, Mazzuco AC, Bernardino AF. Transition of an estuarine benthic meiofauna assemblage 1.7 and 2.8 years after a mining disaster. PeerJ 2023; 11:e14992. [PMID: 36935931 PMCID: PMC10022502 DOI: 10.7717/peerj.14992] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Accepted: 02/12/2023] [Indexed: 03/15/2023] Open
Abstract
Background Estuaries are transitional coastal ecosystems that are threatened by multiple sources of human pollution. In 2015, mining tailings from an upstream dam failure caused massive metal contamination that impacted benthic assemblages on the Brazilian Rio Doce estuary. Methods In this study, we investigate and compare meiofaunal assemblages with eDNA metabarcoding 1.7 years (2017) and 2.8 years (2018) after the initial contamination by mine tailings in order to evaluate the continued impact of sediment mine tailing contaminants on the structure of benthic assemblages after the disaster. Results The community was dominated by Arthropoda and Nematoda 1.7 yr after the impacts (42 and 29% of meiofaunal sequence reads, respectively) but after 2.8 years Arthropoda (64.8% of meiofaunal sequence reads) and Rotifera (11.8%) were the most common taxa. This continued impact on meiofaunal assemblage revealed a lower phylogenetic diversity (7.8-fold) in 2018, despite overall decrease in metal concentration (Al, Ba, Cr, As, Fe, Zn, Mn, Pb, Cd, Co) in sediments. Our data suggests that differences in benthic assemblages and loss of diversity may be influenced by contaminants in sediments of this estuary, and indicate that broad eDNA assessments are greatly useful to understand the full range of biodiversity changes in dynamic estuarine ecosystems.
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Affiliation(s)
- Gabriel Coppo
- Grupo de Ecologia Bentônica, Department of Oceanography, Universidade Federal do Espírito Santo, Vitória, Espírito Santo, Brazil
| | - Fabiano S. Pais
- Plataforma de Bioinformática, Instituto René Rachou, FIOCRUZ/Minas, Belo Horizonte, Minas Gerais, Brazil
| | - Tiago O. Ferreira
- Escola Superior de Agricultura Luiz de Queiroz, Universidade de São Paulo, Piracicaba, São Paulo, Brazil
| | - Ken M. Halanych
- Center for Marine Science, University of North Carolina at Wilmington, Wilmington, NC, United States of America
| | - Kyle Donnelly
- Center for Marine Science, University of North Carolina at Wilmington, Wilmington, NC, United States of America
| | - Ana Carolina Mazzuco
- Grupo de Ecologia Bentônica, Department of Oceanography, Universidade Federal do Espírito Santo, Vitória, Espírito Santo, Brazil
| | - Angelo F. Bernardino
- Grupo de Ecologia Bentônica, Department of Oceanography, Universidade Federal do Espírito Santo, Vitória, Espírito Santo, Brazil
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Nielsen DP, Harrison JG, Byer NW, Faske TM, Parchman TL, Simison WB, Matocq MD. The gut microbiome reflects ancestry despite dietary shifts across a hybrid zone. Ecol Lett 2023; 26:63-75. [PMID: 36331164 DOI: 10.1111/ele.14135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Revised: 09/06/2022] [Accepted: 10/03/2022] [Indexed: 11/06/2022]
Abstract
The microbiome is critical to an organism's phenotype, and its composition is shaped by, and a driver of, eco-evolutionary interactions. We investigated how host ancestry, habitat and diet shape gut microbial composition in a mammalian hybrid zone between Neotoma lepida and N. bryanti that occurs across an ecotone between distinct vegetation communities. We found that habitat is the primary determinant of diet, while host genotype is the primary determinant of the gut microbiome-a finding further supported by intermediate microbiome composition in first-generation hybrids. Despite these distinct primary drivers, microbial richness was correlated with diet richness, and individuals that maintained higher dietary richness had greater gut microbial community stability. Both relationships were stronger in the relative dietary generalist of the two parental species. Our findings show that host ancestry interacts with dietary habits to shape the microbiome, ultimately resulting in the phenotypic plasticity that host-microbial interactions allow.
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Affiliation(s)
- Danny P Nielsen
- Department of Natural Resources and Environmental Science, University of Nevada, Reno, Nevada, USA.,Program in Ecology, Evolution and Conservation Biology, Reno, Nevada, USA
| | | | - Nathan W Byer
- Department of Natural Resources and Environmental Science, University of Nevada, Reno, Nevada, USA
| | - Trevor M Faske
- Program in Ecology, Evolution and Conservation Biology, Reno, Nevada, USA.,Department of Biology, University of Nevada, Reno, Nevada, USA
| | - Thomas L Parchman
- Program in Ecology, Evolution and Conservation Biology, Reno, Nevada, USA.,Department of Biology, University of Nevada, Reno, Nevada, USA
| | - W Brian Simison
- Center for Comparative Genomics, California Academy of Sciences, San Francisco, California, USA
| | - Marjorie D Matocq
- Department of Natural Resources and Environmental Science, University of Nevada, Reno, Nevada, USA.,Program in Ecology, Evolution and Conservation Biology, Reno, Nevada, USA
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46
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Antil S, Abraham JS, Sripoorna S, Maurya S, Dagar J, Makhija S, Bhagat P, Gupta R, Sood U, Lal R, Toteja R. DNA barcoding, an effective tool for species identification: a review. Mol Biol Rep 2023; 50:761-775. [PMID: 36308581 DOI: 10.1007/s11033-022-08015-7] [Citation(s) in RCA: 34] [Impact Index Per Article: 34.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Accepted: 10/07/2022] [Indexed: 02/01/2023]
Abstract
DNA barcoding is a powerful taxonomic tool to identify and discover species. DNA barcoding utilizes one or more standardized short DNA regions for taxon identification. With the emergence of new sequencing techniques, such as Next-generation sequencing (NGS), ONT MinION nanopore sequencing, and Pac Bio sequencing, DNA barcoding has become more accurate, fast, and reliable. Rapid species identification by DNA barcodes has been used in a variety of fields, including forensic science, control of the food supply chain, and disease understanding. The Consortium for Barcode of Life (CBOL) presents various working groups to identify the universal barcode gene, such as COI in metazoans; rbcL, matK, and ITS in plants; ITS in fungi; 16S rRNA gene in bacteria and archaea, and creating a reference DNA barcode library. In this article, an attempt has been made to analyze the various proposed DNA barcode for different organisms, strengths & limitations, recent advancements in DNA barcoding, and methods to speed up the DNA barcode reference library construction. This study concludes that constructing a reference library with high species coverage would be a major step toward identifying species by DNA barcodes. This can be achieved in a short period of time by using advanced sequencing and data analysis methods.
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Affiliation(s)
- Sandeep Antil
- Acharya Narendra Dev College, University of Delhi, New Delhi, Delhi, India
| | | | - S Sripoorna
- Acharya Narendra Dev College, University of Delhi, New Delhi, Delhi, India
| | - Swati Maurya
- Acharya Narendra Dev College, University of Delhi, New Delhi, Delhi, India
| | - Jyoti Dagar
- Acharya Narendra Dev College, University of Delhi, New Delhi, Delhi, India
| | - Seema Makhija
- Acharya Narendra Dev College, University of Delhi, New Delhi, Delhi, India
| | - Pooja Bhagat
- Acharya Narendra Dev College, University of Delhi, New Delhi, Delhi, India
| | - Renu Gupta
- Maitreyi College, University of Delhi, New Delhi, Delhi, 110 021, India
| | - Utkarsh Sood
- The Energy and Resources Institute, IHC Complex, New Delhi, 110003, India
| | - Rup Lal
- The Energy and Resources Institute, IHC Complex, New Delhi, 110003, India
| | - Ravi Toteja
- Acharya Narendra Dev College, University of Delhi, New Delhi, Delhi, India.
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47
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Kapantaidaki DE, Krokida A, Evangelou V, Milonas P, Papachristos DP. A Molecular Diagnostic Assay for the Discrimination of Aphid Species (Hemiptera: Aphididae) Infesting Citrus. JOURNAL OF ECONOMIC ENTOMOLOGY 2022; 115:2075-2082. [PMID: 36269118 DOI: 10.1093/jee/toac158] [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: 03/09/2022] [Indexed: 06/16/2023]
Abstract
Aphid species (Hemiptera: Aphididae) are among the most serious pests for citrus cultivation throughout the world causing substantial crop damages. Accurate identification of aphids to the species level can be difficult, though being crucial for their effective management. In this study, a molecular diagnostic assay for distinguishing eleven aphid species was developed. A fragment of the mitochondrial Cytochrome Oxidase I (mtCOI) gene was used and a Polymerase Chain Reaction-Restriction Fragment Length Polymorphism (PCR-FLP) analysis with five restriction enzymes, based on DNA sequence polymorphisms, was applied to differentiate the eleven aphid species. This molecular technique allows aphid species at any life stage to be discriminated accurately and simply and can be a useful tool for monitoring the populations of economically important aphid species.
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Affiliation(s)
- Despoina Ev Kapantaidaki
- Benaki Phytopathological Institute, Scientific Directorate of Entomology and Agricultural Zoology, 8 Stefanou Delta Street, Kifissia, Attica, Greece
| | - Afroditi Krokida
- Benaki Phytopathological Institute, Scientific Directorate of Entomology and Agricultural Zoology, 8 Stefanou Delta Street, Kifissia, Attica, Greece
| | - Vasiliki Evangelou
- Benaki Phytopathological Institute, Scientific Directorate of Entomology and Agricultural Zoology, 8 Stefanou Delta Street, Kifissia, Attica, Greece
| | - Panagiotis Milonas
- Benaki Phytopathological Institute, Scientific Directorate of Entomology and Agricultural Zoology, 8 Stefanou Delta Street, Kifissia, Attica, Greece
| | - Dimitrios P Papachristos
- Benaki Phytopathological Institute, Scientific Directorate of Entomology and Agricultural Zoology, 8 Stefanou Delta Street, Kifissia, Attica, Greece
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48
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Saqib HSA, Sun L, Pozsgai G, Liang P, You M, Gurr GM, You S. DNA metabarcoding of gut contents reveals key habitat and seasonal drivers of trophic networks involving generalist predators in agricultural landscapes. PEST MANAGEMENT SCIENCE 2022; 78:5390-5401. [PMID: 36057113 DOI: 10.1002/ps.7161] [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: 04/26/2022] [Revised: 07/28/2022] [Accepted: 09/03/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND Understanding the networks of trophic interactions into which generalist predators are embedded is key to assessing their ecological role of in trophic networks and the biological control services they provide. The advent of affordable DNA metabarcoding approaches greatly facilitates quantitative understanding of trophic networks and their response to environmental drivers. Here, we examine how key environmental gradients interact to shape predation by Lycosidae in highly dynamic vegetable growing systems in China. RESULTS For the sampled Lycosidae, crop identity, pesticide use and seasons shape the abundance of prey detected in spider guts. For the taxonomic richness of prey, local- and landscape-scale factors gradients were more influential. Multivariate ordinations confirm that these crop-abundant spiders dynamically adjust their diet to reflect environmental constraints and seasonal availability to prey. CONCLUSION Plasticity in diet composition is likely to account for the persistence of spiders in relatively ephemeral brassica crops. Our findings provide further insights into the optimization of habitat management for predator-based biological control practices. © 2022 Society of Chemical Industry.
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Affiliation(s)
- Hafiz Sohaib Ahmed Saqib
- State Key Laboratory for Ecological Pest Control of Fujian and Taiwan Crops, Institute of Applied Ecology, Fujian Agriculture and Forestry University, Fuzhou, China
- Guangdong Provincial Key Laboratory of Marine Biology, College of Science, Shantou University, Shantou, China
- Joint International Research Laboratory of Ecological Pest Control, Ministry of Education, Fuzhou, China
- Ministerial and Provincial Joint Innovation Centre for Safety Production of Cross-Strait Crops, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Linyang Sun
- State Key Laboratory for Ecological Pest Control of Fujian and Taiwan Crops, Institute of Applied Ecology, Fujian Agriculture and Forestry University, Fuzhou, China
- Joint International Research Laboratory of Ecological Pest Control, Ministry of Education, Fuzhou, China
- Ministerial and Provincial Joint Innovation Centre for Safety Production of Cross-Strait Crops, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Gabor Pozsgai
- State Key Laboratory for Ecological Pest Control of Fujian and Taiwan Crops, Institute of Applied Ecology, Fujian Agriculture and Forestry University, Fuzhou, China
- Joint International Research Laboratory of Ecological Pest Control, Ministry of Education, Fuzhou, China
- Ministerial and Provincial Joint Innovation Centre for Safety Production of Cross-Strait Crops, Fujian Agriculture and Forestry University, Fuzhou, China
- Azorean Biodiversity Group, Centre for Ecology, Evolution and Environmental Changes, University of Azores, Ponta Delgada, Portugal
| | - Pingping Liang
- Center for Infection and Immunity, Guangdong Provincial Engineering Research Center of Molecular Imaging, Guangdong Provincial Key Laboratory of Biomedical Imaging, the Fifth Affiliated Hospital, Sun Yat-sen University, Zhuhai, China
| | - Minsheng You
- State Key Laboratory for Ecological Pest Control of Fujian and Taiwan Crops, Institute of Applied Ecology, Fujian Agriculture and Forestry University, Fuzhou, China
- Joint International Research Laboratory of Ecological Pest Control, Ministry of Education, Fuzhou, China
- Ministerial and Provincial Joint Innovation Centre for Safety Production of Cross-Strait Crops, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Geoff M Gurr
- State Key Laboratory for Ecological Pest Control of Fujian and Taiwan Crops, Institute of Applied Ecology, Fujian Agriculture and Forestry University, Fuzhou, China
- Joint International Research Laboratory of Ecological Pest Control, Ministry of Education, Fuzhou, China
- Ministerial and Provincial Joint Innovation Centre for Safety Production of Cross-Strait Crops, Fujian Agriculture and Forestry University, Fuzhou, China
- Graham Centre, Charles Sturt University, Orange, Australia
| | - Shijun You
- State Key Laboratory for Ecological Pest Control of Fujian and Taiwan Crops, Institute of Applied Ecology, Fujian Agriculture and Forestry University, Fuzhou, China
- Joint International Research Laboratory of Ecological Pest Control, Ministry of Education, Fuzhou, China
- Ministerial and Provincial Joint Innovation Centre for Safety Production of Cross-Strait Crops, Fujian Agriculture and Forestry University, Fuzhou, China
- BGI-Sanya, Sanya, China
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49
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Osman OA, Andersson J, Martin-Sanchez PM, Eiler A. National eDNA-based monitoring of Batrachochytrium dendrobatidis and amphibian species in Norway. METABARCODING AND METAGENOMICS 2022. [DOI: 10.3897/mbmg.6.85199] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Freshwaters represent the most threatened environments with regard to biodiversity loss and, therefore, there is a need for national monitoring programs to effectively document species distribution and evaluate potential risks for vulnerable species. The monitoring of species for effective management practices is, however, challenged by insufficient data acquisition when using traditional methods. Here we present the application of environmental DNA (eDNA) metabarcoding of amphibians in combination with quantitative PCR (qPCR) assays for an invasive pathogenic chytrid species (Batrachochytrium dendrobatidis -Bd), a potential threat to endemic and endangered amphibian species. Statistical comparison of amphibian species detection using either traditional or eDNA-based approaches showed weak correspondence. By tracking the distribution of Bd over three years, we concluded that the risk for amphibian extinction is low since Bd was only detected at five sites where multiple amphibians were present over the sampled years. Our results show that eDNA-based detection can be used for simultaneous monitoring of amphibian diversity and the presence of amphibian pathogens at the national level in order to assess potential species extinction risks and establish effective management practices. As such our study represents suggestions for a national monitoring program based on eDNA.
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50
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Good E, Holman LE, Pusceddu A, Russo T, Rius M, Iacono CL. Detection of community-wide impacts of bottom trawl fishing on deep-sea assemblages using environmental DNA metabarcoding. MARINE POLLUTION BULLETIN 2022; 183:114062. [PMID: 36075115 DOI: 10.1016/j.marpolbul.2022.114062] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Revised: 08/15/2022] [Accepted: 08/17/2022] [Indexed: 06/15/2023]
Abstract
Although considerable research progress on the effects of anthropogenic disturbance in the deep sea has been made in recent years, our understanding of these impacts at community level remains limited. Here, we studied deep-sea assemblages of Sicily (Mediterranean Sea) subject to different intensities of benthic trawling using environmental DNA (eDNA) metabarcoding and taxonomic identification of meiofauna communities. Firstly, eDNA metabarcoding data did not detect trawling impacts using alpha diversity whereas meiofauna data detected a significant effect of trawling. Secondly, both eDNA and meiofauna data detected significantly different communities across distinct levels of trawling intensity when we examined beta diversity. Taxonomic assignment of the eDNA data revealed that Bryozoa was present only at untrawled sites, highlighting their vulnerability to trawling. Our results provide evidence for community-wide impacts of trawling, with different trawling intensities leading to distinct deep-sea communities. Finally, we highlight the need for further studies to unravel understudied deep-sea biodiversity.
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Affiliation(s)
- Edward Good
- School of Ocean and Earth Science, University of Southampton, Waterfront Campus, Southampton, United Kingdom.
| | - Luke E Holman
- School of Ocean and Earth Science, University of Southampton, Waterfront Campus, Southampton, United Kingdom; Section for Molecular Ecology and Evolution, Faculty of Health and Medical Sciences, Globe Institute, University of Copenhagen, Copenhagen, Denmark
| | - Antonio Pusceddu
- Department of Life and Environmental Sciences, University of Cagliari, Via T. Fiorelli, 1, 09126 Cagliari, Italy
| | - Tommaso Russo
- Laboratory of Experimental Ecology and Aquaculture, Department of Biology, University of Rome Tor Vergata, Rome 00133, Italy
| | - Marc Rius
- School of Ocean and Earth Science, University of Southampton, Waterfront Campus, Southampton, United Kingdom; Centre for Advanced Studies of Blanes - Spanish National Research Council (CEAB-CSIC), Accés a la Cala Sant Francesc 14, 17300 Blanes (Girona), Spain; Centre for Ecological Genomics and Wildlife Conservation, Department of Zoology, University of Johannesburg, South Africa
| | - Claudio Lo Iacono
- Marine Sciences Institute - Spanish National Research Council (ICM-CSIC), Passeig Marítim de la Barceloneta 37-49, 08003 Barcelona, Spain
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