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Wührl L, Pylatiuk C, Giersch M, Lapp F, von Rintelen T, Balke M, Schmidt S, Cerretti P, Meier R. DiversityScanner: Robotic handling of small invertebrates with machine learning methods. Mol Ecol Resour 2021; 22:1626-1638. [PMID: 34863029 DOI: 10.1111/1755-0998.13567] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Revised: 11/20/2021] [Accepted: 11/30/2021] [Indexed: 01/04/2023]
Abstract
Invertebrate biodiversity remains poorly understood although it comprises much of the terrestrial animal biomass, most species and supplies many ecosystem services. The main obstacle is specimen-rich samples obtained with quantitative sampling techniques (e.g., Malaise trapping). Traditional sorting requires manual handling, while molecular techniques based on metabarcoding lose the association between individual specimens and sequences and thus struggle with obtaining precise abundance information. Here we present a sorting robot that prepares specimens from bulk samples for barcoding. It detects, images and measures individual specimens from a sample and then moves them into the wells of a 96-well microplate. We show that the images can be used to train convolutional neural networks (CNNs) that are capable of assigning the specimens to 14 insect taxa (usually families) that are particularly common in Malaise trap samples. The average assignment precision for all taxa is 91.4% (75%-100%). This ability of the robot to identify common taxa then allows for taxon-specific subsampling, because the robot can be instructed to only pick a prespecified number of specimens for abundant taxa. To obtain biomass information, the images are also used to measure specimen length and estimate body volume. We outline how the DiversityScanner can be a key component for tackling and monitoring invertebrate diversity by combining molecular and morphological tools: the images generated by the robot become training images for machine learning once they are labelled with taxonomic information from DNA barcodes. We suggest that a combination of automation, machine learning and DNA barcoding has the potential to tackle invertebrate diversity at an unprecedented scale.
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Affiliation(s)
- Lorenz Wührl
- Institute for Automation and Applied Informatics (IAI), Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany
| | - Christian Pylatiuk
- Institute for Automation and Applied Informatics (IAI), Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany
| | - Matthias Giersch
- Institute for Automation and Applied Informatics (IAI), Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany
| | - Florian Lapp
- Institute for Automation and Applied Informatics (IAI), Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany
| | - Thomas von Rintelen
- Museum für Naturkunde, Center for Integrative Biodiversity Discovery, Leibniz-Institut für Evolutions- und Biodiversitätsforschung, Berlin, Germany
| | - Michael Balke
- SNSB - Zoologische Staatssammlung München, Munich, Germany
| | - Stefan Schmidt
- SNSB - Zoologische Staatssammlung München, Munich, Germany
| | - Pierfilippo Cerretti
- Department of Biology and Biotechnology 'Charles Darwin', Sapienza University of Rome, Rome, Italy
| | - Rudolf Meier
- Museum für Naturkunde, Center for Integrative Biodiversity Discovery, Leibniz-Institut für Evolutions- und Biodiversitätsforschung, Berlin, Germany
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Abstract
AbstractObserving and quantifying primate behavior in the wild is challenging. Human presence affects primate behavior and habituation of new, especially terrestrial, individuals is a time-intensive process that carries with it ethical and health concerns, especially during the recent pandemic when primates are at even greater risk than usual. As a result, wildlife researchers, including primatologists, have increasingly turned to new technologies to answer questions and provide important data related to primate conservation. Tools and methods should be chosen carefully to maximize and improve the data that will be used to answer the research questions. We review here the role of four indirect methods—camera traps, acoustic monitoring, drones, and portable field labs—and improvements in machine learning that offer rapid, reliable means of combing through large datasets that these methods generate. We describe key applications and limitations of each tool in primate conservation, and where we anticipate primate conservation technology moving forward in the coming years.
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Johnson LK, Sahasrabudhe R, Gill JA, Roach JL, Froenicke L, Brown CT, Whitehead A. Draft genome assemblies using sequencing reads from Oxford Nanopore Technology and Illumina platforms for four species of North American Fundulus killifish. Gigascience 2021; 9:5859380. [PMID: 32556169 PMCID: PMC7301629 DOI: 10.1093/gigascience/giaa067] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2019] [Revised: 04/16/2020] [Accepted: 05/27/2020] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND Whole-genome sequencing data from wild-caught individuals of closely related North American killifish species (Fundulus xenicus, Fundulus catenatus, Fundulus nottii, and Fundulus olivaceus) were obtained using long-read Oxford Nanopore Technology (ONT) PromethION and short-read Illumina platforms. FINDINGS Draft de novo reference genome assemblies were generated using a combination of long and short sequencing reads. For each species, the PromethION platform was used to generate 30-45× sequence coverage, and the Illumina platform was used to generate 50-160× sequence coverage. Illumina-only assemblies were fragmented with high numbers of contigs, while ONT-only assemblies were error prone with low BUSCO scores. The highest N50 values, ranging from 0.4 to 2.7 Mb, were from assemblies generated using a combination of short- and long-read data. BUSCO scores were consistently >90% complete using the Eukaryota database. CONCLUSIONS High-quality genomes can be obtained from a combination of using short-read Illumina data to polish assemblies generated with long-read ONT data. Draft assemblies and raw sequencing data are available for public use. We encourage use and reuse of these data for assembly benchmarking and other analyses.
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Affiliation(s)
- Lisa K Johnson
- Department of Environmental Toxicology, University of California. 1 Shields Avenue, Davis, CA 95616, Davis, CA, USA
- Department of Population Health & Reproduction, School of Veterinary Medicine, University of California. 1 Shields Avenue, Davis, CA 95616, Davis, CA, USA
| | - Ruta Sahasrabudhe
- DNA Technologies Core, Genome Center, University of California, 1 Shields Avenue, Davis, CA 95616
| | - James Anthony Gill
- Department of Environmental Toxicology, University of California. 1 Shields Avenue, Davis, CA 95616, Davis, CA, USA
| | - Jennifer L Roach
- Department of Environmental Toxicology, University of California. 1 Shields Avenue, Davis, CA 95616, Davis, CA, USA
| | - Lutz Froenicke
- DNA Technologies Core, Genome Center, University of California, 1 Shields Avenue, Davis, CA 95616
| | - C Titus Brown
- Department of Population Health & Reproduction, School of Veterinary Medicine, University of California. 1 Shields Avenue, Davis, CA 95616, Davis, CA, USA
| | - Andrew Whitehead
- Correspondence address. Andrew Whitehead, Department of Environmental Toxicology, University of California. 1 Shields Avenue, Davis, CA 95616, USA, Davis, CA, USA. E-mail:
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Paula DP. Next-Generation Sequencing and Its Impacts on Entomological Research in Ecology and Evolution. NEOTROPICAL ENTOMOLOGY 2021; 50:679-696. [PMID: 34374956 DOI: 10.1007/s13744-021-00895-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/17/2020] [Accepted: 07/06/2021] [Indexed: 06/13/2023]
Abstract
The advent of NGS-based methods has been profoundly transforming entomological research. Through continual development and improvement of different methods and sequencing platforms, NGS has promoted mass elucidation of partial or whole genetic materials associated with beneficial insects, pests (of agriculture, forestry and animal, and human health), and species of conservation concern, helping to unravel ecological and evolutionary mechanisms and characterizing survival, trophic interactions, and dispersal. It is shifting the scale of biodiversity and environmental analyses from individuals and biodiversity indicator species to the large-scale study of communities and ecosystems using bulk samples of species or a mixed "soup" of environmental DNA. As the NGS-based methods have become more affordable, complexity demystified, and specificity and sensitivity proven, their use in entomological research has spread widely. This article presents several examples on how NGS-based methods have been used in entomology to provide incentives to apply them when appropriate and to open our minds to the expected advances in entomology that are yet to come.
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Srivathsan A, Lee L, Katoh K, Hartop E, Kutty SN, Wong J, Yeo D, Meier R. ONTbarcoder and MinION barcodes aid biodiversity discovery and identification by everyone, for everyone. BMC Biol 2021; 19:217. [PMID: 34587965 PMCID: PMC8479912 DOI: 10.1186/s12915-021-01141-x] [Citation(s) in RCA: 52] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Accepted: 09/03/2021] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND DNA barcodes are a useful tool for discovering, understanding, and monitoring biodiversity which are critical tasks at a time of rapid biodiversity loss. However, widespread adoption of barcodes requires cost-effective and simple barcoding methods. We here present a workflow that satisfies these conditions. It was developed via "innovation through subtraction" and thus requires minimal lab equipment, can be learned within days, reduces the barcode sequencing cost to < 10 cents, and allows fast turnaround from specimen to sequence by using the portable MinION sequencer. RESULTS We describe how tagged amplicons can be obtained and sequenced with the real-time MinION sequencer in many settings (field stations, biodiversity labs, citizen science labs, schools). We also provide amplicon coverage recommendations that are based on several runs of the latest generation of MinION flow cells ("R10.3") which suggest that each run can generate barcodes for > 10,000 specimens. Next, we present a novel software, ONTbarcoder, which overcomes the bioinformatics challenges posed by MinION reads. The software is compatible with Windows 10, Macintosh, and Linux, has a graphical user interface (GUI), and can generate thousands of barcodes on a standard laptop within hours based on only two input files (FASTQ, demultiplexing file). We document that MinION barcodes are virtually identical to Sanger and Illumina barcodes for the same specimens (> 99.99%) and provide evidence that MinION flow cells and reads have improved rapidly since 2018. CONCLUSIONS We propose that barcoding with MinION is the way forward for government agencies, universities, museums, and schools because it combines low consumable and capital cost with scalability. Small projects can use the flow cell dongle ("Flongle") while large projects can rely on MinION flow cells that can be stopped and re-used after collecting sufficient data for a given project.
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Affiliation(s)
- Amrita Srivathsan
- Department of Biological Sciences, National University of Singapore, Singapore, Singapore
| | - Leshon Lee
- Department of Biological Sciences, National University of Singapore, Singapore, Singapore
| | - Kazutaka Katoh
- Research Institute for Microbial Diseases, Osaka University, Osaka, Japan
- Artificial Intelligence Research Center, AIST, Tokyo, Japan
| | - Emily Hartop
- Zoology Department, Stockholms Universitet, Stockholm, Sweden
- Station Linné, Öland, Sweden
| | - Sujatha Narayanan Kutty
- Department of Biological Sciences, National University of Singapore, Singapore, Singapore
- Tropical Marine Science Institute, National University of Singapore, Singapore, Singapore
| | - Johnathan Wong
- Department of Biological Sciences, National University of Singapore, Singapore, Singapore
| | - Darren Yeo
- Department of Biological Sciences, National University of Singapore, Singapore, Singapore
| | - Rudolf Meier
- Department of Biological Sciences, National University of Singapore, Singapore, Singapore.
- Museum für Naturkunde, Leibniz Institute for Evolution and Biodiversity Science, Center for Integrative Biodiversity Discovery, Berlin, Germany.
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Jahan NA, Lindsey LL, Kipp EJ, Reinschmidt A, Heins BJ, Runck AM, Larsen PA. Nanopore-Based Surveillance of Zoonotic Bacterial Pathogens in Farm-Dwelling Peridomestic Rodents. Pathogens 2021; 10:pathogens10091183. [PMID: 34578215 PMCID: PMC8471018 DOI: 10.3390/pathogens10091183] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Revised: 09/04/2021] [Accepted: 09/07/2021] [Indexed: 12/26/2022] Open
Abstract
The effective control of rodent populations on farms is crucial for food safety, as rodents are reservoirs and vectors for several zoonotic pathogens. Clear links have been identified between rodents and farm-level outbreaks of pathogens throughout Europe and Asia; however, comparatively little research has been devoted to studying the rodent–agricultural interface in the USA. Here, we address this knowledge gap by metabarcoding bacterial communities of rodent pests collected from Minnesota and Wisconsin food animal farms. We leveraged the Oxford Nanopore MinION sequencer to provide a rapid real-time survey of putative zoonotic foodborne pathogens, among others. Rodents were live trapped (n = 90) from three dairy and mixed animal farms. DNA extraction was performed on 63 rodent colons along with 2 shrew colons included as outgroups in the study. Full-length 16S amplicon sequencing was performed. Our farm-level rodent-metabarcoding data indicate the presence of multiple foodborne pathogens, including Salmonella spp., Campylobacter spp., Staphylococcus aureus, and Clostridium spp., along with many mastitis pathogens circulating within five rodent species (Microtus pennsylvanicus, Mus musculus, Peromyscus leucopus, Peromyscus maniculatus, and Rattus norvegicus) and a shrew (Blarina brevicauda). Interestingly, we observed a higher abundance of enteric pathogens (e.g., Salmonella) in shrew feces compared to the rodents analyzed in our study. Knowledge gained from our research efforts will directly inform and improve farm-level biosecurity efforts and public health interventions to reduce future outbreaks of foodborne and zoonotic disease.
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Affiliation(s)
- Nusrat A. Jahan
- Department of Veterinary and Biomedical Sciences, College of Veterinary Medicine, University of Minnesota, St. Paul, MN 55108, USA; (N.A.J.); (L.L.L.); (E.J.K.); (A.R.)
| | - Laramie L. Lindsey
- Department of Veterinary and Biomedical Sciences, College of Veterinary Medicine, University of Minnesota, St. Paul, MN 55108, USA; (N.A.J.); (L.L.L.); (E.J.K.); (A.R.)
| | - Evan J. Kipp
- Department of Veterinary and Biomedical Sciences, College of Veterinary Medicine, University of Minnesota, St. Paul, MN 55108, USA; (N.A.J.); (L.L.L.); (E.J.K.); (A.R.)
| | - Adam Reinschmidt
- Department of Veterinary and Biomedical Sciences, College of Veterinary Medicine, University of Minnesota, St. Paul, MN 55108, USA; (N.A.J.); (L.L.L.); (E.J.K.); (A.R.)
| | - Bradley J. Heins
- Department of Animal Science, College of Food, Agricultural, and Natural Resource Sciences, University of Minnesota, St. Paul, MN 55108, USA;
| | - Amy M. Runck
- Department of Biology, Winona State University, Winona, MN 55987, USA;
| | - Peter A. Larsen
- Department of Veterinary and Biomedical Sciences, College of Veterinary Medicine, University of Minnesota, St. Paul, MN 55108, USA; (N.A.J.); (L.L.L.); (E.J.K.); (A.R.)
- Correspondence:
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Hoban S, Bruford MW, Funk WC, Galbusera P, Griffith MP, Grueber CE, Heuertz M, Hunter ME, Hvilsom C, Stroil BK, Kershaw F, Khoury CK, Laikre L, Lopes-Fernandes M, MacDonald AJ, Mergeay J, Meek M, Mittan C, Mukassabi TA, O'Brien D, Ogden R, Palma-Silva C, Ramakrishnan U, Segelbacher G, Shaw RE, Sjögren-Gulve P, Veličković N, Vernesi C. Global Commitments to Conserving and Monitoring Genetic Diversity Are Now Necessary and Feasible. Bioscience 2021; 71:964-976. [PMID: 34475806 PMCID: PMC8407967 DOI: 10.1093/biosci/biab054] [Citation(s) in RCA: 53] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Global conservation policy and action have largely neglected protecting and monitoring genetic diversity—one of the three main pillars of biodiversity. Genetic diversity (diversity within species) underlies species’ adaptation and survival, ecosystem resilience, and societal innovation. The low priority given to genetic diversity has largely been due to knowledge gaps in key areas, including the importance of genetic diversity and the trends in genetic diversity change; the perceived high expense and low availability and the scattered nature of genetic data; and complicated concepts and information that are inaccessible to policymakers. However, numerous recent advances in knowledge, technology, databases, practice, and capacity have now set the stage for better integration of genetic diversity in policy instruments and conservation efforts. We review these developments and explore how they can support improved consideration of genetic diversity in global conservation policy commitments and enable countries to monitor, report on, and take action to maintain or restore genetic diversity.
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Affiliation(s)
- Sean Hoban
- The Morton Arboretum, Center for Tree Science, Lisle, Illinois, United States
| | | | - W Chris Funk
- Department of Biology, Graduate Degree Program in Ecology, Colorado State University, Fort Collins, Colorado, United States
| | - Peter Galbusera
- Royal Zoological Society of Antwerp, Centre for Research and Conservation, Antwerp, Belgium
| | | | - Catherine E Grueber
- University of Sydney's School of Life and Environmental Sciences, Faculty of Science, Sydney, New South Wales, Australia
| | - Myriam Heuertz
- INRAE, and the University of Bordeaux, Biogeco, Cestas, France
| | - Margaret E Hunter
- US Geological Survey's Wetland and Aquatic Research Center, Gainesville, Florida, United States
| | | | - Belma Kalamujic Stroil
- University of Sarajevo Institute for Genetic Engineering and Biotechnology, Laboratory for Molecular Genetics of Natural Resources, Sarajevo, Bosnia and Herzegovina
| | - Francine Kershaw
- Natural Resources Defense Council, New York, New York, United States
| | - Colin K Khoury
- International Center for Tropical Agriculture, Cali, Colombia
| | - Linda Laikre
- Department of Zoology, Division of Population Genetics, Stockholm University, Stockholm, Sweden
| | | | - Anna J MacDonald
- Australian National University, John Curtin School of Medical Research and Research School of Biology, Canberra, Australia
| | - Joachim Mergeay
- Research Institute for Nature and Forest, Geraardsbergen, Belgium
| | - Mariah Meek
- Michigan State University Department of Integrative Biology, AgBio Research, Ecology, Evolution, and Behavior Program, East Lansing, Michigan, United States
| | - Cinnamon Mittan
- Cornell University's Department of Ecology and Evolutionary Biology, Ithaca, New York, United States
| | - Tarek A Mukassabi
- University of Benghazi Department of Botany, Faculty of Sciences, Benghazi, Libya
| | | | - Rob Ogden
- Royal (Dick) School of Veterinary Studies and with the Roslin Institute, University of Edinburgh, Easter Bush Campus, Edinburgh, Scotland, United Kingdom
| | | | - Uma Ramakrishnan
- Department of Ecology and Evolution, National Centre for Biological Sciences, Bangalore, India
| | - Gernot Segelbacher
- Chair of wildlife ecology and management, University Freiburg, Freiburg, Germany
| | - Robyn E Shaw
- Department of Environmental and Conservation Sciences, Murdoch University, Perth, Australia
| | - Per Sjögren-Gulve
- Wildlife Analysis Unit, Swedish Environmental Protection Agency, Stockholm, Sweden
| | - Nevena Veličković
- University of Novi Sad's Faculty of Sciences, Department of Biology and Ecology, Novi Sad, Serbia
| | - Cristiano Vernesi
- Forest Ecology and Biogeochemical Fluxes Unit, Research and Innovation Centre, Fondazione Edmund Mach, San Michele all' Adige, Italy
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Abstract
Since their inception, DNA barcodes have become a powerful tool for understanding the biodiversity and biology of aquatic species, with multiple applications in diverse fields such as food security, fisheries, environmental DNA, conservation, and exotic species detection. Nevertheless, most aquatic ecosystems, from marine to freshwater, are understudied, with many species disappearing due to environmental stress, mostly caused by human activities. Here we highlight the progress that has been made in studying aquatic organisms with DNA barcodes, and encourage its further development in assisting sustainable use of aquatic resources and conservation.
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Lin B, Hui J, Mao H. Nanopore Technology and Its Applications in Gene Sequencing. BIOSENSORS-BASEL 2021; 11:bios11070214. [PMID: 34208844 PMCID: PMC8301755 DOI: 10.3390/bios11070214] [Citation(s) in RCA: 88] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/31/2021] [Revised: 06/22/2021] [Accepted: 06/25/2021] [Indexed: 12/14/2022]
Abstract
In recent years, nanopore technology has become increasingly important in the field of life science and biomedical research. By embedding a nano-scale hole in a thin membrane and measuring the electrochemical signal, nanopore technology can be used to investigate the nucleic acids and other biomacromolecules. One of the most successful applications of nanopore technology, the Oxford Nanopore Technology, marks the beginning of the fourth generation of gene sequencing technology. In this review, the operational principle and the technology for signal processing of the nanopore gene sequencing are documented. Moreover, this review focuses on the applications using nanopore gene sequencing technology, including the diagnosis of cancer, detection of viruses and other microbes, and the assembly of genomes. These applications show that nanopore technology is promising in the field of biological and biomedical sensing.
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Affiliation(s)
- Bo Lin
- State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai 200050, China; (B.L.); (J.H.)
- Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Jianan Hui
- State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai 200050, China; (B.L.); (J.H.)
| | - Hongju Mao
- State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai 200050, China; (B.L.); (J.H.)
- Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences, Beijing 100049, China
- Correspondence: ; Tel.: +86-21-62511070-8707
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Smart U, Cihlar JC, Budowle B. International Wildlife Trafficking: A perspective on the challenges and potential forensic genetics solutions. Forensic Sci Int Genet 2021; 54:102551. [PMID: 34134047 DOI: 10.1016/j.fsigen.2021.102551] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Revised: 06/03/2021] [Accepted: 06/04/2021] [Indexed: 12/29/2022]
Abstract
International wildlife trafficking (IWT) is a thriving and pervasive illegal enterprise that adversely affects modern societies. Yet, despite being globally recognized as a threat to biodiversity, national security, economy, and biosecurity, IWT remains largely unabated and is proliferating at an alarming rate. The increase in IWT is generally attributed to a lack of prioritization to curb wildlife crime through legal and scientific infrastructure. This review: (1) lays out the damaging scope and influence of IWT; (2) discusses the potential of DNA marker systems, barcodes, and emerging molecular technologies, such as long-read portable sequencing, to facilitate rapid, in situ identification of species and individuals; and (3) encourages initiatives that promote quality and innovation. Interdisciplinary collaboration promises to be one of the most effective ways forward to surmounting the complex scientific and legal challenges posed by IWT.
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Affiliation(s)
- Utpal Smart
- Center for Human Identification, University of North Texas Health Science Center, 3500 Camp, Bowie Blvd., Fort Worth, TX 76107, USA.
| | - Jennifer Churchill Cihlar
- Center for Human Identification, University of North Texas Health Science Center, 3500 Camp, Bowie Blvd., Fort Worth, TX 76107, USA; Department of Microbiology, Immunology, and Genetics, University of North Texas Health Science Center, 3500 Camp Bowie Blvd., Fort Worth, TX 76107, USA
| | - Bruce Budowle
- Center for Human Identification, University of North Texas Health Science Center, 3500 Camp, Bowie Blvd., Fort Worth, TX 76107, USA; Department of Microbiology, Immunology, and Genetics, University of North Texas Health Science Center, 3500 Camp Bowie Blvd., Fort Worth, TX 76107, USA
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61
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Smilansky V, Jirků M, Milner DS, Ibáñez R, Gratwicke B, Nicholls A, Lukeš J, Chambouvet A, Richards TA. Expanded host and geographic range of tadpole associations with the Severe Perkinsea Infection group. Biol Lett 2021; 17:20210166. [PMID: 34129800 PMCID: PMC8205526 DOI: 10.1098/rsbl.2021.0166] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Accepted: 05/24/2021] [Indexed: 11/12/2022] Open
Abstract
Severe Perkinsea infection is an emerging disease of amphibians, specifically tadpoles. Disease presentation correlates with liver infections of a subclade of Perkinsea (Alveolata) protists, named Pathogenic Perkinsea Clade (PPC). Tadpole mortality events associated with PPC infections have been reported across North America, from Alaska to Florida. Here, we investigate the geographic and host range of PPC associations in seemingly healthy tadpoles sampled from Panama, a biogeographic provenance critically affected by amphibian decline. To complement this work, we also investigate a mortality event among Hyla arborea tadpoles in captive-bred UK specimens. PPC SSU rDNA was detected in 10 of 81 Panama tadpoles tested, and H. arborea tadpoles from the UK. Phylogenies of the Perkinsea SSU rDNA sequences demonstrate they are highly similar to PPC sequences sampled from mortality events in the USA, and phylogenetic analysis of tadpole mitochondrial SSU rDNA demonstrates, for the first time, PPC associations in diverse hylids. These data provide further understanding of the biogeography and host range of this putative pathogenic group, factors likely to be important for conservation planning.
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Affiliation(s)
- Vanessa Smilansky
- Living Systems Institute and Biosciences, University of Exeter, Exeter, Devon EX4 4QD, UK
| | - Miloslav Jirků
- Institute of Parasitology, Biology Centre, Czech Academy of Sciences, 370 05 České Budějovice, Czech Republic
| | - David S. Milner
- Department of Zoology, University of Oxford, Oxford OX1 3SZ, UK
| | - Roberto Ibáñez
- Smithsonian Tropical Research Institute, Panamá, Republic of Panama
- Sistema Nacional de Investigación, SENACYT, Panamá, Republic of Panama
| | - Brian Gratwicke
- Smithsonian National Zoo and Conservation Biology Institute, Washington D.C., USA
| | - Andrew Nicholls
- Department of Zoology, University of Oxford, Oxford OX1 3SZ, UK
| | - Julius Lukeš
- Institute of Parasitology, Biology Centre, Czech Academy of Sciences, 370 05 České Budějovice, Czech Republic
- Faculty of Sciences, University of South Bohemia, 370 05 České Budějovice, Czech Republic
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Hierarchical genetic structure in an evolving species complex: Insights from genome wide ddRAD data in Sebastes mentella. PLoS One 2021; 16:e0251976. [PMID: 34043665 PMCID: PMC8158871 DOI: 10.1371/journal.pone.0251976] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Accepted: 05/06/2021] [Indexed: 11/22/2022] Open
Abstract
The diverse biology and ecology of marine organisms may lead to complex patterns of intraspecific diversity for both neutral and adaptive genetic variation. Sebastes mentella displays a particular life-history as livebearers, for which existence of multiple ecotypes has been suspected to complicate the genetic population structure of the species. Double digest restriction-site associated DNA was used to investigate genetic population structure in S. mentella and to scan for evidence of selection. In total, 42,288 SNPs were detected in 277 fish, and 1,943 neutral and 97 tentatively adaptive loci were selected following stringent filtration. Unprecedented levels of genetic differentiation were found among the previously defined ‘shallow pelagic’, ‘deep pelagic’ and ‘demersal slope’ ecotypes, with overall mean FST = 0.05 and 0.24 in neutral and outlier SNPs, respectively. Bayesian computation estimated a concurrent and historical divergence among these three ecotypes and evidence of local adaptation was found in the S. mentella genome. Overall, these findings imply that the depth-defined habitat divergence of S. mentella has led to reproductive isolation and possibly adaptive radiation among these ecotypes. Additional sub-structuring was detected within the ‘shallow’ and ‘deep’ pelagic ecotypes. Population assignment of individual fish showed more than 94% agreement between results based on SNP and previously generated microsatellite data, but the SNP data provided a lower estimate of hybridization among the ecotypes than that by microsatellite data. We identified a SNP panel with only 21 loci to discriminate populations in mixed samples based on a machine-learning algorithm. This first SNP based investigation clarifies the population structure of S. mentella, and provides novel and high-resolution genomic tools for future investigations. The insights and tools provided here can readily be incorporated into the management of S. mentella and serve as a template for other exploited marine species exhibiting similar complex life history traits.
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Can Habitat Quality Index Measured Using the InVEST Model Explain Variations in Bird Diversity in an Urban Area? SUSTAINABILITY 2021. [DOI: 10.3390/su13105747] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Biodiversity maintenance is a crucial ecosystem service. Due to time limits and data availability, assessing biodiversity using indicators or models has become a hot topic in recent decades. However, whether some proposed indicators can explain biodiversity well at the local scale is still unclear. This study attempted to test whether the habitat quality index (HQI) as measured using the integrated valuation of ecosystem services and trade-offs (InVEST) model could explain variations in bird diversity in New Jiangwan Town, a rapidly urbanized region of Shanghai, China. The relationships from 2002 to 2013 among HQI and the two diversity indices, species richness and species abundance, were analyzed using Fisher’s exact test and gray correlation analysis. No significant association was found. Habitat connectivity was then integrated to develop a new combined indicator of habitat quality and connectivity index (HQCI). The associations between HQCI and the two diversity indices were improved significantly. The results indicated that connectivity may be an important factor explaining the diversity of certain species at a local scale. More empirical studies should be conducted to provide scientific evidence relating habitat quality to biodiversity.
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64
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Nanopore sequencing in non-human forensic genetics. Emerg Top Life Sci 2021; 5:465-473. [PMID: 34002773 PMCID: PMC8457772 DOI: 10.1042/etls20200287] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Revised: 04/21/2021] [Accepted: 04/29/2021] [Indexed: 12/28/2022]
Abstract
The past decade has seen a rapid expansion of non-human forensic genetics coinciding with the development of 2nd and 3rd generation DNA sequencing technologies. Nanopore sequencing is one such technology that offers massively parallel sequencing at a fraction of the capital cost of other sequencing platforms. The application of nanopore sequencing to species identification has already been widely demonstrated in biomonitoring studies and has significant potential for non-human forensic casework, particularly in the area of wildlife forensics. This review examines nanopore sequencing technology and assesses its potential applications, advantages and drawbacks for use in non-human forensics, alongside other next-generation sequencing platforms and as a possible replacement to Sanger sequencing. We assess the specific challenges of sequence error rate and the standardisation of consensus sequence production, before discussing recent progress in the validation of nanopore sequencing for use in forensic casework. We conclude that nanopore sequencing may be able to play a considerable role in the future of non-human forensic genetics, especially for applications to wildlife law enforcement within emerging forensic laboratories.
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65
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Ben Chehida S, Filloux D, Fernandez E, Moubset O, Hoareau M, Julian C, Blondin L, Lett JM, Roumagnac P, Lefeuvre P. Nanopore Sequencing Is a Credible Alternative to Recover Complete Genomes of Geminiviruses. Microorganisms 2021; 9:903. [PMID: 33922452 PMCID: PMC8147096 DOI: 10.3390/microorganisms9050903] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Revised: 04/21/2021] [Accepted: 04/21/2021] [Indexed: 01/23/2023] Open
Abstract
Next-generation sequencing (NGS), through the implementation of metagenomic protocols, has led to the discovery of thousands of new viruses in the last decade. Nevertheless, these protocols are still laborious and costly to implement, and the technique has not yet become routine for everyday virus characterization. Within the context of CRESS DNA virus studies, we implemented two alternative long-read NGS protocols, one that is agnostic to the sequence (without a priori knowledge of the viral genome) and the other that use specific primers to target a virus (with a priori). Agnostic and specific long read NGS-based assembled genomes of two capulavirus strains were compared to those obtained using the gold standard technique of Sanger sequencing. Both protocols allowed the detection and accurate full genome characterization of both strains. Globally, the assembled genomes were very similar (99.5-99.7% identity) to the Sanger sequences consensus, but differences in the homopolymeric tracks of these sequences indicated a specific lack of accuracy of the long reads NGS approach that has yet to be improved. Nevertheless, the use of the bench-top sequencer has proven to be a credible alternative in the context of CRESS DNA virus study and could offer a new range of applications not previously accessible.
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Affiliation(s)
- Selim Ben Chehida
- CIRAD, UMR PVBMT, F-97410 St Pierre, La Réunion, France; (S.B.C.); (M.H.); (J.-M.L.)
| | - Denis Filloux
- CIRAD, PHIM, F-34398 Montpellier, France; (D.F.); (E.F.); (O.M.); (C.J.); (L.B.); (P.R.)
- PHIM Plant Health Institute, University Montpellier, CIRAD, INRAE, Institut Agro, IRD, F-34398 Montpellier, France
| | - Emmanuel Fernandez
- CIRAD, PHIM, F-34398 Montpellier, France; (D.F.); (E.F.); (O.M.); (C.J.); (L.B.); (P.R.)
- PHIM Plant Health Institute, University Montpellier, CIRAD, INRAE, Institut Agro, IRD, F-34398 Montpellier, France
| | - Oumaima Moubset
- CIRAD, PHIM, F-34398 Montpellier, France; (D.F.); (E.F.); (O.M.); (C.J.); (L.B.); (P.R.)
- PHIM Plant Health Institute, University Montpellier, CIRAD, INRAE, Institut Agro, IRD, F-34398 Montpellier, France
| | - Murielle Hoareau
- CIRAD, UMR PVBMT, F-97410 St Pierre, La Réunion, France; (S.B.C.); (M.H.); (J.-M.L.)
| | - Charlotte Julian
- CIRAD, PHIM, F-34398 Montpellier, France; (D.F.); (E.F.); (O.M.); (C.J.); (L.B.); (P.R.)
- PHIM Plant Health Institute, University Montpellier, CIRAD, INRAE, Institut Agro, IRD, F-34398 Montpellier, France
| | - Laurence Blondin
- CIRAD, PHIM, F-34398 Montpellier, France; (D.F.); (E.F.); (O.M.); (C.J.); (L.B.); (P.R.)
- PHIM Plant Health Institute, University Montpellier, CIRAD, INRAE, Institut Agro, IRD, F-34398 Montpellier, France
| | - Jean-Michel Lett
- CIRAD, UMR PVBMT, F-97410 St Pierre, La Réunion, France; (S.B.C.); (M.H.); (J.-M.L.)
| | - Philippe Roumagnac
- CIRAD, PHIM, F-34398 Montpellier, France; (D.F.); (E.F.); (O.M.); (C.J.); (L.B.); (P.R.)
- PHIM Plant Health Institute, University Montpellier, CIRAD, INRAE, Institut Agro, IRD, F-34398 Montpellier, France
| | - Pierre Lefeuvre
- CIRAD, UMR PVBMT, F-97410 St Pierre, La Réunion, France; (S.B.C.); (M.H.); (J.-M.L.)
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66
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Sharkey M, Brown B, Baker A, Mutanen M. Response to Zamani et al. (2020): The omission of critical data in the pursuit of "revolutionary" methods to accelerate the description of species. Zookeys 2021; 1033:191-201. [PMID: 33958926 PMCID: PMC8084859 DOI: 10.3897/zookeys.1033.66186] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2021] [Accepted: 04/04/2021] [Indexed: 11/30/2022] Open
Abstract
Here we respond to the criticisms leveled against a proposal that suggested an efficient solution to the taxonomic impediment. We clarify some of our objectives and demonstrate that many of the criticisms apply more to traditional approaches to taxonomy rather than to our minimalist approach.
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Affiliation(s)
- Michael Sharkey
- The Hymenoptera Institute, 116 Franklin Ave., Redlands, CA 92373, USAThe Hymenoptera InstituteRedlandsUnited States of America
| | - Brian Brown
- Entomology Section, Natural History Museum of Los Angeles County, 900 Exposition Boulevard, Los Angeles, CA 90007, USANatural History Museum of Los Angeles CountyLos AngelesUnited States of America
| | - Austin Baker
- Department of Entomology, University of California, Riverside, CA, USAUniversity of CaliforniaRiversideUnited States of America
| | - Marko Mutanen
- Ecology and Genetics Research Unit, University of Oulu, FinlandUniversity of OuluOuluFinland
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67
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Kurniawan YN, Shinohara Y, Takesue N, Sakai H, Magarifuchi T, Suzuki K. Development of a Rapid and Accurate Nanopore-based Sequencing Platform for on-Field Identification of Beer-Spoilage Bacteria in the Breweries. JOURNAL OF THE AMERICAN SOCIETY OF BREWING CHEMISTS 2021. [DOI: 10.1080/03610470.2021.1904491] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Affiliation(s)
| | - Yuji Shinohara
- Analytical Science Laboratories, Asahi Quality and Innovations, Ltd, Ibaraki, Japan
| | - Nobuchika Takesue
- Research Laboratories for Alcohol Beverages, Asahi Breweries, Ltd, Ibaraki, Japan
| | - Hiroaki Sakai
- Analytical Science Laboratories, Asahi Quality and Innovations, Ltd, Ibaraki, Japan
| | - Tetsuro Magarifuchi
- Analytical Science Laboratories, Asahi Quality and Innovations, Ltd, Ibaraki, Japan
| | - Koji Suzuki
- Asahi Quality and Innovations, Ltd, Ibaraki, Japan
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68
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Rauch JN, Valois E, Solley SC, Braig F, Lach RS, Audouard M, Ponce-Rojas JC, Costello MS, Baxter NJ, Kosik KS, Arias C, Acosta-Alvear D, Wilson MZ. A Scalable, Easy-to-Deploy Protocol for Cas13-Based Detection of SARS-CoV-2 Genetic Material. J Clin Microbiol 2021; 59:e02402-20. [PMID: 33478979 PMCID: PMC8092748 DOI: 10.1128/jcm.02402-20] [Citation(s) in RCA: 74] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Accepted: 01/10/2021] [Indexed: 12/12/2022] Open
Abstract
The COVID-19 pandemic has created massive demand for widespread, distributed tools for detecting SARS-CoV-2 genetic material. The hurdles to scalable testing include reagent and instrument accessibility, availability of highly trained personnel, and large upfront investment. Here, we showcase an orthogonal pipeline we call CREST (Cas13-based, rugged, equitable, scalable testing) that addresses some of these hurdles. Specifically, CREST pairs commonplace and reliable biochemical methods (PCR) with low-cost instrumentation, without sacrificing detection sensitivity. By taking advantage of simple fluorescence visualizers, CREST allows a binary interpretation of results. CREST may provide a point-of-care solution to increase the distribution of COVID-19 surveillance.
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Affiliation(s)
- Jennifer N Rauch
- University of California, Santa Barbara, Department of Molecular, Cellular, and Developmental Biology, Santa Barbara, California, USA
- Neuroscience Research Institute, University of California, Santa Barbara, Santa Barbara, California, USA
| | - Eric Valois
- University of California, Santa Barbara, Department of Molecular, Cellular, and Developmental Biology, Santa Barbara, California, USA
- Neuroscience Research Institute, University of California, Santa Barbara, Santa Barbara, California, USA
| | - Sabrina C Solley
- University of California, Santa Barbara, Department of Molecular, Cellular, and Developmental Biology, Santa Barbara, California, USA
| | - Friederike Braig
- University of California, Santa Barbara, Department of Molecular, Cellular, and Developmental Biology, Santa Barbara, California, USA
| | - Ryan S Lach
- University of California, Santa Barbara, Department of Molecular, Cellular, and Developmental Biology, Santa Barbara, California, USA
| | - Morgane Audouard
- University of California, Santa Barbara, Department of Molecular, Cellular, and Developmental Biology, Santa Barbara, California, USA
- Neuroscience Research Institute, University of California, Santa Barbara, Santa Barbara, California, USA
| | - Jose Carlos Ponce-Rojas
- University of California, Santa Barbara, Department of Molecular, Cellular, and Developmental Biology, Santa Barbara, California, USA
| | - Michael S Costello
- University of California, Santa Barbara, Department of Molecular, Cellular, and Developmental Biology, Santa Barbara, California, USA
| | - Naomi J Baxter
- University of California, Santa Barbara, Department of Molecular, Cellular, and Developmental Biology, Santa Barbara, California, USA
| | - Kenneth S Kosik
- University of California, Santa Barbara, Department of Molecular, Cellular, and Developmental Biology, Santa Barbara, California, USA
- Neuroscience Research Institute, University of California, Santa Barbara, Santa Barbara, California, USA
| | - Carolina Arias
- University of California, Santa Barbara, Department of Molecular, Cellular, and Developmental Biology, Santa Barbara, California, USA
- Neuroscience Research Institute, University of California, Santa Barbara, Santa Barbara, California, USA
| | - Diego Acosta-Alvear
- University of California, Santa Barbara, Department of Molecular, Cellular, and Developmental Biology, Santa Barbara, California, USA
- Neuroscience Research Institute, University of California, Santa Barbara, Santa Barbara, California, USA
| | - Maxwell Z Wilson
- University of California, Santa Barbara, Department of Molecular, Cellular, and Developmental Biology, Santa Barbara, California, USA
- Neuroscience Research Institute, University of California, Santa Barbara, Santa Barbara, California, USA
- Center for BioEngineering, University of California, Santa Barbara, Santa Barbara, California, USA
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69
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Rauch JN, Valois E, Solley SC, Braig F, Lach RS, Audouard M, Ponce-Rojas JC, Costello MS, Baxter NJ, Kosik KS, Arias C, Acosta-Alvear D, Wilson MZ. A Scalable, Easy-to-Deploy Protocol for Cas13-Based Detection of SARS-CoV-2 Genetic Material. J Clin Microbiol 2021; 59:JCM.02402-20. [PMID: 33478979 DOI: 10.1101/2020.04.20.052159] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Accepted: 01/10/2021] [Indexed: 05/28/2023] Open
Abstract
The COVID-19 pandemic has created massive demand for widespread, distributed tools for detecting SARS-CoV-2 genetic material. The hurdles to scalable testing include reagent and instrument accessibility, availability of highly trained personnel, and large upfront investment. Here, we showcase an orthogonal pipeline we call CREST (Cas13-based, rugged, equitable, scalable testing) that addresses some of these hurdles. Specifically, CREST pairs commonplace and reliable biochemical methods (PCR) with low-cost instrumentation, without sacrificing detection sensitivity. By taking advantage of simple fluorescence visualizers, CREST allows a binary interpretation of results. CREST may provide a point-of-care solution to increase the distribution of COVID-19 surveillance.
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Affiliation(s)
- Jennifer N Rauch
- University of California, Santa Barbara, Department of Molecular, Cellular, and Developmental Biology, Santa Barbara, California, USA
- Neuroscience Research Institute, University of California, Santa Barbara, Santa Barbara, California, USA
| | - Eric Valois
- University of California, Santa Barbara, Department of Molecular, Cellular, and Developmental Biology, Santa Barbara, California, USA
- Neuroscience Research Institute, University of California, Santa Barbara, Santa Barbara, California, USA
| | - Sabrina C Solley
- University of California, Santa Barbara, Department of Molecular, Cellular, and Developmental Biology, Santa Barbara, California, USA
| | - Friederike Braig
- University of California, Santa Barbara, Department of Molecular, Cellular, and Developmental Biology, Santa Barbara, California, USA
| | - Ryan S Lach
- University of California, Santa Barbara, Department of Molecular, Cellular, and Developmental Biology, Santa Barbara, California, USA
| | - Morgane Audouard
- University of California, Santa Barbara, Department of Molecular, Cellular, and Developmental Biology, Santa Barbara, California, USA
- Neuroscience Research Institute, University of California, Santa Barbara, Santa Barbara, California, USA
| | - Jose Carlos Ponce-Rojas
- University of California, Santa Barbara, Department of Molecular, Cellular, and Developmental Biology, Santa Barbara, California, USA
| | - Michael S Costello
- University of California, Santa Barbara, Department of Molecular, Cellular, and Developmental Biology, Santa Barbara, California, USA
| | - Naomi J Baxter
- University of California, Santa Barbara, Department of Molecular, Cellular, and Developmental Biology, Santa Barbara, California, USA
| | - Kenneth S Kosik
- University of California, Santa Barbara, Department of Molecular, Cellular, and Developmental Biology, Santa Barbara, California, USA
- Neuroscience Research Institute, University of California, Santa Barbara, Santa Barbara, California, USA
| | - Carolina Arias
- University of California, Santa Barbara, Department of Molecular, Cellular, and Developmental Biology, Santa Barbara, California, USA
- Neuroscience Research Institute, University of California, Santa Barbara, Santa Barbara, California, USA
| | - Diego Acosta-Alvear
- University of California, Santa Barbara, Department of Molecular, Cellular, and Developmental Biology, Santa Barbara, California, USA
- Neuroscience Research Institute, University of California, Santa Barbara, Santa Barbara, California, USA
| | - Maxwell Z Wilson
- University of California, Santa Barbara, Department of Molecular, Cellular, and Developmental Biology, Santa Barbara, California, USA
- Neuroscience Research Institute, University of California, Santa Barbara, Santa Barbara, California, USA
- Center for BioEngineering, University of California, Santa Barbara, Santa Barbara, California, USA
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70
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Vasiljevic N, Lim M, Humble E, Seah A, Kratzer A, Morf NV, Prost S, Ogden R. Developmental validation of Oxford Nanopore Technology MinION sequence data and the NGSpeciesID bioinformatic pipeline for forensic genetic species identification. Forensic Sci Int Genet 2021; 53:102493. [PMID: 33770699 DOI: 10.1016/j.fsigen.2021.102493] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Revised: 02/09/2021] [Accepted: 03/03/2021] [Indexed: 12/14/2022]
Abstract
Species identification of non-human biological evidence through DNA nucleotide sequencing is routinely used for forensic genetic analysis to support law enforcement. The gold standard for forensic genetics is conventional Sanger sequencing; however, this is gradually being replaced by high-throughput sequencing (HTS) approaches which can generate millions of individual reads in a single experiment. HTS sequencing, which now dominates molecular biology research, has already been demonstrated for use in a number of forensic genetic analysis applications, including species identification. However, the generation of HTS data to date requires expensive equipment and is cost-effective only when large numbers of samples are analysed simultaneously. The Oxford Nanopore Technologies (ONT) MinION™ is an affordable and small footprint DNA sequencing device with the potential to quickly deliver reliable and cost effective data. However, there has been no formal validation of forensic species identification using high-throughput (deep read) sequence data from the MinION making it currently impractical for many wildlife forensic end-users. Here, we present a MinION deep read sequence data validation study for species identification. First, we tested whether the clustering-based bioinformatics pipeline NGSpeciesID can be used to generate an accurate consensus sequence for species identification. Second, we systematically evaluated the read variation distribution around the generated consensus sequences to understand what confidence we have in the accuracy of the resulting consensus sequence and to determine how to interpret individual sample results. Finally, we investigated the impact of differences between the MinION consensus and Sanger control sequences on correct species identification to understand the ability and accuracy of the MinION consensus sequence to differentiate the true species from the next most similar species. This validation study establishes that ONT MinION sequence data used in conjunction with the NGSpeciesID pipeline can produce consensus DNA sequences of sufficient accuracy for forensic genetic species identification.
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Affiliation(s)
- Nina Vasiljevic
- Institute of Forensic Medicine, University of Zurich, Zurich, Switzerland.
| | - Marisa Lim
- Wildlife Conservation Society, Zoological Health Program, Bronx, NY, USA
| | - Emily Humble
- Royal (Dick) School of Veterinary Studies and the Roslin Institute, University of Edinburgh, UK
| | - Adeline Seah
- Wildlife Conservation Society, Zoological Health Program, Bronx, NY, USA
| | - Adelgunde Kratzer
- Institute of Forensic Medicine, University of Zurich, Zurich, Switzerland
| | - Nadja V Morf
- Institute of Forensic Medicine, University of Zurich, Zurich, Switzerland
| | - Stefan Prost
- LOEWE-Centre for Translational Biodiversity Genomics, Senckenberg, Frankfurt, Germany; South African National Biodiversity Institute, National Zoological Garden, Pretoria, South Africa
| | - Rob Ogden
- Royal (Dick) School of Veterinary Studies and the Roslin Institute, University of Edinburgh, UK; TRACE Wildlife Forensics Network, Edinburgh, UK
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71
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Fujiyoshi S, Yarimizu K, Miyashita Y, Rilling J, Acuña JJ, Ueki S, Gajardo G, Espinoza-González O, Guzmán L, Jorquera MA, Nagai S, Maruyama F. Suitcase Lab: new, portable, and deployable equipment for rapid detection of specific harmful algae in Chilean coastal waters. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2021; 28:14144-14155. [PMID: 33206296 PMCID: PMC7673245 DOI: 10.1007/s11356-020-11567-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Accepted: 11/05/2020] [Indexed: 05/15/2023]
Abstract
Phytoplankton blooms, including harmful algal blooms (HABs), have serious impacts on ecosystems, public health, and productivity activities. Rapid detection and monitoring of marine microalgae are important in predicting and managing HABs. We developed a toolkit, the Suitcase Lab, to detect harmful algae species in the field. We demonstrated the Suitcase Lab's capabilities for sampling, filtration, DNA extraction, and loop-mediated isothermal amplification (LAMP) detection in cultured Alexandrium catenella cells as well as Chilean coastal waters from four sites: Repollal, Isla García, Puerto Montt, and Metri. A LAMP assay using the Suitcase Lab in the field confirmed microscopic observations of A. catenella in samples from Repollal and Isla García. The Suitcase Lab allowed the rapid detection of A. catenella, within 2 h from the time of sampling, even at a single cell per milliliter concentrations, demonstrating its usefulness for quick and qualitative on-site diagnosis of target toxic algae species. This method is applicable not only to detecting harmful algae but also to other field studies that seek a rapid molecular diagnostic test.
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Affiliation(s)
- So Fujiyoshi
- Office of Industry-Academia-Government and Community Collaboration, Hiroshima University, 1-3-2 Kagamiyama, Higashi-Hiroshima City, Hiroshima, 739-8511, Japan.
- Center for holobiome and built Environment (CHOBE), Hiroshima University, 1-3-2 Kagamiyama, Higashi-Hiroshima City, Hiroshima, 739-8511, Japan.
- Laboratorio de Ecología Microbiana Aplicada, Departamento de Ciencias Químicas y Recursos Naturales, Scientific and Biotechnological Bioresource Nucleus (BIOREN-UFRO), Universidad de La Frontera, Ave. Francisco Salazar 01145, Temuco, Chile.
| | - Kyoko Yarimizu
- Office of Industry-Academia-Government and Community Collaboration, Hiroshima University, 1-3-2 Kagamiyama, Higashi-Hiroshima City, Hiroshima, 739-8511, Japan
| | - Yohei Miyashita
- Institute of Plant Science and Resources, Okayama University, 2-20-1 Chuo, Kurashiki, Okayama, 710-0046, Japan
| | - Joaquín Rilling
- Laboratorio de Ecología Microbiana Aplicada, Departamento de Ciencias Químicas y Recursos Naturales, Scientific and Biotechnological Bioresource Nucleus (BIOREN-UFRO), Universidad de La Frontera, Ave. Francisco Salazar 01145, Temuco, Chile
| | - Jacquelinne J Acuña
- Center for holobiome and built Environment (CHOBE), Hiroshima University, 1-3-2 Kagamiyama, Higashi-Hiroshima City, Hiroshima, 739-8511, Japan
- Laboratorio de Ecología Microbiana Aplicada, Departamento de Ciencias Químicas y Recursos Naturales, Scientific and Biotechnological Bioresource Nucleus (BIOREN-UFRO), Universidad de La Frontera, Ave. Francisco Salazar 01145, Temuco, Chile
| | - Shoko Ueki
- Institute of Plant Science and Resources, Okayama University, 2-20-1 Chuo, Kurashiki, Okayama, 710-0046, Japan
| | - Gonzalo Gajardo
- Laboratorio de Genética, Acuicultura & Biodiversidad. Departamento de Ciencias Biológicas y Biodiversidad, Universidad de Los Lagos, Osorno, Chile
| | - Oscar Espinoza-González
- Centro de Estudios de Algas Nocivas (CREAN), Instituto de Fomento Pesquero (IFOP), Padre Harter 547, 5480000, Puerto Montt, Chile
| | - Leonardo Guzmán
- Instituto de Fomento Pesquero, IFOP, Balmaceda 252, 5480000, Puerto Montt, Chile
| | - Milko A Jorquera
- Center for holobiome and built Environment (CHOBE), Hiroshima University, 1-3-2 Kagamiyama, Higashi-Hiroshima City, Hiroshima, 739-8511, Japan
- Laboratorio de Ecología Microbiana Aplicada, Departamento de Ciencias Químicas y Recursos Naturales, Scientific and Biotechnological Bioresource Nucleus (BIOREN-UFRO), Universidad de La Frontera, Ave. Francisco Salazar 01145, Temuco, Chile
| | - Satoshi Nagai
- Japan Fisheries Research and Education Agency, Fisheries Stock Assessment Center, Bioinformatics and Biosciences Division, Genome Structure Analysis Group, 2-12-4 Fukuura, Kanazawa-ku, Yokohama, Kanagawa, 236-8648, Japan
| | - Fumito Maruyama
- Office of Industry-Academia-Government and Community Collaboration, Hiroshima University, 1-3-2 Kagamiyama, Higashi-Hiroshima City, Hiroshima, 739-8511, Japan.
- Center for holobiome and built Environment (CHOBE), Hiroshima University, 1-3-2 Kagamiyama, Higashi-Hiroshima City, Hiroshima, 739-8511, Japan.
- Laboratorio de Ecología Microbiana Aplicada, Departamento de Ciencias Químicas y Recursos Naturales, Scientific and Biotechnological Bioresource Nucleus (BIOREN-UFRO), Universidad de La Frontera, Ave. Francisco Salazar 01145, Temuco, Chile.
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72
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Baloğlu B, Chen Z, Elbrecht V, Braukmann T, MacDonald S, Steinke D. A workflow for accurate metabarcoding using nanopore MinION sequencing. Methods Ecol Evol 2021. [DOI: 10.1111/2041-210x.13561] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Affiliation(s)
- Bilgenur Baloğlu
- Centre for Biodiversity Genomics University of Guelph Guelph ON Canada
| | - Zhewei Chen
- California Institute of Technology Pasadena CA USA
| | - Vasco Elbrecht
- Centre for Biodiversity Genomics University of Guelph Guelph ON Canada
- Centre for Biodiversity MonitoringZoological Research Museum Alexander Koenig Bonn Germany
| | - Thomas Braukmann
- Centre for Biodiversity Genomics University of Guelph Guelph ON Canada
| | - Shanna MacDonald
- Centre for Biodiversity Genomics University of Guelph Guelph ON Canada
| | - Dirk Steinke
- Centre for Biodiversity Genomics University of Guelph Guelph ON Canada
- Integrative Biology University of Guelph Guelph ON Canada
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73
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Allio R, Tilak MK, Scornavacca C, Avenant NL, Kitchener AC, Corre E, Nabholz B, Delsuc F. High-quality carnivoran genomes from roadkill samples enable comparative species delineation in aardwolf and bat-eared fox. eLife 2021; 10:e63167. [PMID: 33599612 PMCID: PMC7963486 DOI: 10.7554/elife.63167] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Accepted: 02/16/2021] [Indexed: 12/26/2022] Open
Abstract
In a context of ongoing biodiversity erosion, obtaining genomic resources from wildlife is essential for conservation. The thousands of yearly mammalian roadkill provide a useful source material for genomic surveys. To illustrate the potential of this underexploited resource, we used roadkill samples to study the genomic diversity of the bat-eared fox (Otocyon megalotis) and the aardwolf (Proteles cristatus), both having subspecies with similar disjunct distributions in Eastern and Southern Africa. First, we obtained reference genomes with high contiguity and gene completeness by combining Nanopore long reads and Illumina short reads. Then, we showed that the two subspecies of aardwolf might warrant species status (P. cristatus and P. septentrionalis) by comparing their genome-wide genetic differentiation to pairs of well-defined species across Carnivora with a new Genetic Differentiation index (GDI) based on only a few resequenced individuals. Finally, we obtained a genome-scale Carnivora phylogeny including the new aardwolf species.
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Affiliation(s)
- Rémi Allio
- Institut des Sciences de l’Evolution de Montpellier (ISEM), CNRS, IRD, EPHE, Université de MontpellierMontpellierFrance
| | - Marie-Ka Tilak
- Institut des Sciences de l’Evolution de Montpellier (ISEM), CNRS, IRD, EPHE, Université de MontpellierMontpellierFrance
| | - Celine Scornavacca
- Institut des Sciences de l’Evolution de Montpellier (ISEM), CNRS, IRD, EPHE, Université de MontpellierMontpellierFrance
| | - Nico L Avenant
- National Museum and Centre for Environmental Management, University of the Free StateBloemfonteinSouth Africa
| | - Andrew C Kitchener
- Department of Natural Sciences, National Museums ScotlandEdinburghUnited Kingdom
| | - Erwan Corre
- CNRS, Sorbonne Université, CNRS, ABiMS, Station Biologique de RoscoffRoscoffFrance
| | - Benoit Nabholz
- Institut des Sciences de l’Evolution de Montpellier (ISEM), CNRS, IRD, EPHE, Université de MontpellierMontpellierFrance
- Institut Universitaire de France (IUF)ParisFrance
| | - Frédéric Delsuc
- Institut des Sciences de l’Evolution de Montpellier (ISEM), CNRS, IRD, EPHE, Université de MontpellierMontpellierFrance
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74
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Li X, Wu Z, Dang C, Zhang M, Zhao B, Cheng Z, Chen L, Zhong Z, Ye Y, Xia Y. A metagenomic-based method to study hospital air dust resistome. CHEMICAL ENGINEERING JOURNAL (LAUSANNE, SWITZERLAND : 1996) 2021; 406:126854. [PMID: 32908446 PMCID: PMC7467109 DOI: 10.1016/j.cej.2020.126854] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/01/2020] [Revised: 08/26/2020] [Accepted: 08/27/2020] [Indexed: 05/05/2023]
Abstract
As a symbol of the defense mechanisms that bacteria have evolved over time, the genes that make bacteria resist antibiotics are overwhelmingly present in the environment. Currently, bacterial antibiotic resistance genes (ARGs) in the air are a serious concern. Previous studies have identified bacterial communities and summarized putative routes of transmissions for some dominant hospital-associated pathogens from hospital indoor samples. However, little is known about the possible indoor air ARG transportation. In this study, we mainly surveyed air-conditioner air dust samples under different airflow conditions and analyzed these samples using a metagenomic-based method. The results show air dust samples exhibited a complex resistome, and the average concentration is 0.00042 copies/16S rRNA gene, which is comparable to some other environments. The hospital air-conditioners can form resistome over time and accumulate pathogens. In addition, our results indicate that the Outpatient hall is one of the main ARG transmission sources, which can distribute ARGs to other departments (explains >80% resistome). We believe that the management should focus on ARG carrier genera such as Staphylococcus, Micrococcus, Streptococcus, and Enterococcus in this hospital and our novel evidence-based network strategy proves that plasmid-mediated ARG transfer can occur frequently. Overall, these results provide insights into the characteristics of air dust resistome and possible route for how ARGs are spread in air.
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Affiliation(s)
- Xiang Li
- School of Environmental Science and Engineering, College of Engineering, Southern University of Science and Technology, Shenzhen 518055, China
- State Environmental Protection Key Laboratory of Integrated Surface Water-Groundwater Pollution Control, School of Environmental Science and Engineering, Southern University of Science and Technology, Shenzhen 518055, China
| | - Ziqi Wu
- School of Environmental Science and Engineering, College of Engineering, Southern University of Science and Technology, Shenzhen 518055, China
| | - Chenyuan Dang
- School of Environmental Science and Engineering, College of Engineering, Southern University of Science and Technology, Shenzhen 518055, China
| | - Miao Zhang
- School of Environmental Science and Engineering, College of Engineering, Southern University of Science and Technology, Shenzhen 518055, China
| | - Bixi Zhao
- School of Environmental Science and Engineering, College of Engineering, Southern University of Science and Technology, Shenzhen 518055, China
| | - Zhanwen Cheng
- School of Environmental Science and Engineering, College of Engineering, Southern University of Science and Technology, Shenzhen 518055, China
| | - Liming Chen
- School of Environmental Science and Engineering, College of Engineering, Southern University of Science and Technology, Shenzhen 518055, China
| | - Zhenfeng Zhong
- Shenzhen Hospital of Peking University, 1120 Lianhua Rd, Futian, Shenzhen, Guangdong 518036, China
| | - Yuhui Ye
- Shenzhen Hospital of Peking University, 1120 Lianhua Rd, Futian, Shenzhen, Guangdong 518036, China
| | - Yu Xia
- School of Environmental Science and Engineering, College of Engineering, Southern University of Science and Technology, Shenzhen 518055, China
- State Environmental Protection Key Laboratory of Integrated Surface Water-Groundwater Pollution Control, School of Environmental Science and Engineering, Southern University of Science and Technology, Shenzhen 518055, China
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75
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Wimbles R, Melling LM, Cain B, Davies N, Doherty J, Johnson B, Shaw KJ. On-site genetic analysis for species identification using lab-on-a-chip. Ecol Evol 2021; 11:1535-1543. [PMID: 33613987 PMCID: PMC7882957 DOI: 10.1002/ece3.7053] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2019] [Revised: 10/22/2020] [Accepted: 11/02/2020] [Indexed: 12/17/2022] Open
Abstract
This paper presents a microfluidic device capable of performing genetic analysis on dung samples to identify White Rhinoceros (Ceratotherium simum). The development of a microfluidic device, which can be used in the field, offers a portable and cost-effective solution for DNA analysis and species identification to aid conservation efforts. Optimization of the DNA extraction processes produced equivalent yields compared to conventional kit-based methods within just 5 minutes. The use of a color-changing loop-mediated isothermal amplification reaction for simultaneous detection of the cytochrome B sequence of C. simum enabled positive results to be obtained within as little as 30 minutes. Field testing was performed at Knowsley Safari to demonstrate real-world applicability of the microfluidic device for testing of biological samples.
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Affiliation(s)
- Ryan Wimbles
- Department of Natural SciencesManchester Metropolitan UniversityManchesterUK
| | - Louise M. Melling
- Department of Natural SciencesManchester Metropolitan UniversityManchesterUK
| | - Bradley Cain
- Department of Natural SciencesManchester Metropolitan UniversityManchesterUK
| | | | | | | | - Kirsty J. Shaw
- Department of Natural SciencesManchester Metropolitan UniversityManchesterUK
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76
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Shinohara Y, Kurniawan YN, Sakai H, Magarifuchi T, Suzuki K. Nanopore based sequencing enables easy and accurate identification of yeasts in breweries. JOURNAL OF THE INSTITUTE OF BREWING 2021. [DOI: 10.1002/jib.639] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Yuji Shinohara
- Analytical Science Laboratories Asahi Quality and Innovations, Ltd., Moriya Ibaraki Japan
| | - Yohanes Novi Kurniawan
- Analytical Science Laboratories Asahi Quality and Innovations, Ltd., Moriya Ibaraki Japan
| | - Hiroaki Sakai
- Analytical Science Laboratories Asahi Quality and Innovations, Ltd., Moriya Ibaraki Japan
| | - Tetsuro Magarifuchi
- Analytical Science Laboratories Asahi Quality and Innovations, Ltd., Moriya Ibaraki Japan
| | - Koji Suzuki
- Asahi Quality and Innovations, Ltd., Moriya Ibaraki Japan
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77
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Palatnick A, Zhou B, Ghedin E, Schatz MC. iGenomics: Comprehensive DNA sequence analysis on your Smartphone. Gigascience 2020; 9:giaa138. [PMID: 33284326 PMCID: PMC7720420 DOI: 10.1093/gigascience/giaa138] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2020] [Revised: 09/29/2020] [Accepted: 11/10/2020] [Indexed: 01/23/2023] Open
Abstract
BACKGROUND Following the miniaturization of integrated circuitry and other computer hardware over the past several decades, DNA sequencing is on a similar path. Leading this trend is the Oxford Nanopore sequencing platform, which currently offers the hand-held MinION instrument and even smaller instruments on the horizon. This technology has been used in several important applications, including the analysis of genomes of major pathogens in remote stations around the world. However, despite the simplicity of the sequencer, an equally simple and portable analysis platform is not yet available. RESULTS iGenomics is the first comprehensive mobile genome analysis application, with capabilities to align reads, call variants, and visualize the results entirely on an iOS device. Implemented in Objective-C using the FM-index, banded dynamic programming, and other high-performance bioinformatics techniques, iGenomics is optimized to run in a mobile environment. We benchmark iGenomics using a variety of real and simulated Nanopore sequencing datasets of viral and bacterial genomes and show that iGenomics has performance comparable to the popular BWA-MEM/SAMtools/IGV suite, without necessitating a laptop or server cluster. CONCLUSIONS iGenomics is available open source (https://github.com/stuckinaboot/iGenomics) and for free on Apple's App Store (https://apple.co/2HCplzr).
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Affiliation(s)
- Aspyn Palatnick
- Cold Spring Harbor High School, 82 Turkey Lane, Cold Spring Harbor, NY 11724, USA
- Simons Center for Quantitative Biology, Cold Spring Harbor Laboratory, One Bungtown Road, Cold Spring Harbor, NY 11724, USA
- Networked and Social Systems Engineering, University of Pennsylvania, 220 South 33rd Street, Philadelphia, PA 19104, USA
| | - Bin Zhou
- Department of Biology, New York University, 100 Washington Square, New York, NY 10003, USA
| | - Elodie Ghedin
- Department of Biology, New York University, 100 Washington Square, New York, NY 10003, USA
- Department of Epidemiology, New York University School of Global Public Health, 665 Broadway St, New York, NY 10003, USA
| | - Michael C Schatz
- Simons Center for Quantitative Biology, Cold Spring Harbor Laboratory, One Bungtown Road, Cold Spring Harbor, NY 11724, USA
- Departments of Computer Science and Biology, Johns Hopkins University, 3400 N Charles St, Baltimore, MD 21211, USA
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78
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Onah IE, Sumner S. DNA barcodes and new primers for nature's pest controllers: the social wasps. Genome 2020; 64:581-590. [PMID: 33170730 DOI: 10.1139/gen-2019-0193] [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: 11/22/2022]
Abstract
Globally, biodiversity is declining because of anthropogenic pressures, and this could lead to extinction of some species before they are discovered. The loss of insect taxa is of prime concern, given recent reports of significant declines in the populations of many taxa across the globe. Efforts to document biodiversity have met with several challenges, amongst which are the difficulties in using morphological features to discriminate species, especially in insects. DNA barcoding is a rapid and reliable method for species identification and discovery but choosing appropriate primers to amplify the barcode region without co-amplifying contaminants remains a key challenge. We developed and tested a set of primers for PCR amplification of the DNA barcode region of the COI gene in polistine wasps. We tested their efficacy in 36 species of vespid wasps, and the solitary wasp Zethus miniatus Saussure. Samples were obtained from Africa, Americas, Asia, and Europe. The polistine-specific primers successfully amplified the barcode region for all polistines tested, without amplifying any Wolbachia present; they also worked with many species from the other Vespidae wasp subfamilies. The new primers are valuable for the discovery and accurate documentation of polistine wasps in the four continents.
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Affiliation(s)
- Ikechukwu Eugene Onah
- Department of Zoology and Environmental Biology, University of Nigeria, 410001 Nsukka, Enugu State, Nigeria.,Centre for Biodiversity and Environment Research, University College London, London WC1E 6BT, UK
| | - Seirian Sumner
- Centre for Biodiversity and Environment Research, University College London, London WC1E 6BT, UK
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79
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Kot W, Olsen NS, Nielsen TK, Hutinet G, de Crécy-Lagard V, Cui L, Dedon PC, Carstens AB, Moineau S, Swairjo MA, Hansen LH. Detection of preQ0 deazaguanine modifications in bacteriophage CAjan DNA using Nanopore sequencing reveals same hypermodification at two distinct DNA motifs. Nucleic Acids Res 2020; 48:10383-10396. [PMID: 32941607 PMCID: PMC7544227 DOI: 10.1093/nar/gkaa735] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Revised: 08/19/2020] [Accepted: 08/26/2020] [Indexed: 12/22/2022] Open
Abstract
In the constant evolutionary battle against mobile genetic elements (MGEs), bacteria have developed several defense mechanisms, some of which target the incoming, foreign nucleic acids e.g. restriction-modification (R-M) or CRISPR-Cas systems. Some of these MGEs, including bacteriophages, have in turn evolved different strategies to evade these hurdles. It was recently shown that the siphophage CAjan and 180 other viruses use 7-deazaguanine modifications in their DNA to evade bacterial R-M systems. Among others, phage CAjan genome contains a gene coding for a DNA-modifying homolog of a tRNA-deazapurine modification enzyme, together with four 7-cyano-7-deazaguanine synthesis genes. Using the CRISPR-Cas9 genome editing tool combined with the Nanopore Sequencing (ONT) we showed that the 7-deazaguanine modification in the CAjan genome is dependent on phage-encoded genes. The modification is also site-specific and is found mainly in two separate DNA sequence contexts: GA and GGC. Homology modeling of the modifying enzyme DpdA provides insight into its probable DNA binding surface and general mode of DNA recognition.
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Affiliation(s)
- Witold Kot
- Department of Plant and Environmental Science, University of Copenhagen, Denmark
| | - Nikoline S Olsen
- Department of Environmental Science, Aarhus University, Roskilde, Denmark
| | - Tue K Nielsen
- Department of Plant and Environmental Science, University of Copenhagen, Denmark
| | - Geoffrey Hutinet
- Department of Microbiology and Cell Science, University of Florida, Gainesville, FL USA
| | - Valérie de Crécy-Lagard
- Department of Microbiology and Cell Science, University of Florida, Gainesville, FL USA.,Genetics Institute, University of Florida, Gainesville, FL, USA
| | - Liang Cui
- Antimicrobial Resistance Interdisciplinary Research Group, Singapore-MIT Alliance for Research and Technology, Singapore
| | - Peter C Dedon
- Antimicrobial Resistance Interdisciplinary Research Group, Singapore-MIT Alliance for Research and Technology, Singapore.,Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Alexander B Carstens
- Department of Plant and Environmental Science, University of Copenhagen, Denmark
| | - Sylvain Moineau
- Département de biochimie, de microbiologie et de bio-informatique, Université Laval, Québec City, PQ, Canada.,Groupe de recherche en écologie buccale, Faculté de médecine dentaire, Université Laval, Québec City, PQ, Canada.,Félix d'Hérelle Reference Center for Bacterial Viruses, Université Laval, Québec City, PQ, Canada
| | - Manal A Swairjo
- Department of Chemistry and Biochemistry and the Viral Information Institute, San Diego State University, San Diego, CA, USA
| | - Lars H Hansen
- Department of Plant and Environmental Science, University of Copenhagen, Denmark
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80
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A framework for in situ molecular characterization of coral holobionts using nanopore sequencing. Sci Rep 2020; 10:15893. [PMID: 32985530 PMCID: PMC7522235 DOI: 10.1038/s41598-020-72589-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2020] [Accepted: 09/03/2020] [Indexed: 01/21/2023] Open
Abstract
Molecular characterization of the coral host and the microbial assemblages associated with it (referred to as the coral holobiont) is currently undertaken via marker gene sequencing. This requires bulky instruments and controlled laboratory conditions which are impractical for environmental experiments in remote areas. Recent advances in sequencing technologies now permit rapid sequencing in the field; however, development of specific protocols and pipelines for the effective processing of complex microbial systems are currently lacking. Here, we used a combination of 3 marker genes targeting the coral animal host, its symbiotic alga, and the associated bacterial microbiome to characterize 60 coral colonies collected and processed in situ, during the Tara Pacific expedition. We used Oxford Nanopore Technologies to sequence marker gene amplicons and developed bioinformatics pipelines to analyze nanopore reads on a laptop, obtaining results in less than 24 h. Reef scale network analysis of coral-associated bacteria reveals broadly distributed taxa, as well as host-specific associations. Protocols and tools used in this work may be applicable for rapid coral holobiont surveys, immediate adaptation of sampling strategy in the field, and to make informed and timely decisions in the context of the current challenges affecting coral reefs worldwide.
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81
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Chang JJM, Ip YCA, Ng CSL, Huang D. Takeaways from Mobile DNA Barcoding with BentoLab and MinION. Genes (Basel) 2020; 11:E1121. [PMID: 32987804 PMCID: PMC7598690 DOI: 10.3390/genes11101121] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2020] [Revised: 09/17/2020] [Accepted: 09/22/2020] [Indexed: 12/13/2022] Open
Abstract
Since the release of the MinION sequencer in 2014, it has been applied to great effect in the remotest and harshest of environments, and even in space. One of the most common applications of MinION is for nanopore-based DNA barcoding in situ for species identification and discovery, yet the existing sample capability is limited (n ≤ 10). Here, we assembled a portable sequencing setup comprising the BentoLab and MinION and developed a workflow capable of processing 32 samples simultaneously. We demonstrated this enhanced capability out at sea, where we collected samples and barcoded them onboard a dive vessel moored off Sisters' Islands Marine Park, Singapore. In under 9 h, we generated 105 MinION barcodes, of which 19 belonged to fresh metazoans processed immediately after collection. Our setup is thus viable and would greatly fortify existing portable DNA barcoding capabilities. We also tested the performance of the newly released R10.3 nanopore flow cell for DNA barcoding, and showed that the barcodes generated were ~99.9% accurate when compared to Illumina references. A total of 80% of the R10.3 nanopore barcodes also had zero base ambiguities, compared to 50-60% for R9.4.1, suggesting an improved homopolymer resolution and making the use of R10.3 highly recommended.
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Affiliation(s)
- Jia Jin Marc Chang
- Department of Biological Sciences, National University of Singapore, 16 Science Drive 4, Singapore 117558, Singapore; (Y.C.A.I.); (C.S.L.N.)
| | - Yin Cheong Aden Ip
- Department of Biological Sciences, National University of Singapore, 16 Science Drive 4, Singapore 117558, Singapore; (Y.C.A.I.); (C.S.L.N.)
| | - Chin Soon Lionel Ng
- Department of Biological Sciences, National University of Singapore, 16 Science Drive 4, Singapore 117558, Singapore; (Y.C.A.I.); (C.S.L.N.)
- Tropical Marine Science Institute, National University of Singapore, 18 Kent Ridge Road, Singapore 119227, Singapore
| | - Danwei Huang
- Department of Biological Sciences, National University of Singapore, 16 Science Drive 4, Singapore 117558, Singapore; (Y.C.A.I.); (C.S.L.N.)
- Tropical Marine Science Institute, National University of Singapore, 18 Kent Ridge Road, Singapore 119227, Singapore
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82
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Putintseva YA, Bondar EI, Simonov EP, Sharov VV, Oreshkova NV, Kuzmin DA, Konstantinov YM, Shmakov VN, Belkov VI, Sadovsky MG, Keech O, Krutovsky KV. Siberian larch (Larix sibirica Ledeb.) mitochondrial genome assembled using both short and long nucleotide sequence reads is currently the largest known mitogenome. BMC Genomics 2020; 21:654. [PMID: 32972367 PMCID: PMC7517811 DOI: 10.1186/s12864-020-07061-4] [Citation(s) in RCA: 61] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2020] [Accepted: 09/10/2020] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND Plant mitochondrial genomes (mitogenomes) can be structurally complex while their size can vary from ~ 222 Kbp in Brassica napus to 11.3 Mbp in Silene conica. To date, in comparison with the number of plant species, only a few plant mitogenomes have been sequenced and released, particularly for conifers (the Pinaceae family). Conifers cover an ancient group of land plants that includes about 600 species, and which are of great ecological and economical value. Among them, Siberian larch (Larix sibirica Ledeb.) represents one of the keystone species in Siberian boreal forests. Yet, despite its importance for evolutionary and population studies, the mitogenome of Siberian larch has not yet been assembled and studied. RESULTS Two sources of DNA sequences were used to search for mitochondrial DNA (mtDNA) sequences: mtDNA enriched samples and nucleotide reads generated in the de novo whole genome sequencing project, respectively. The assembly of the Siberian larch mitogenome contained nine contigs, with the shortest and the largest contigs being 24,767 bp and 4,008,762 bp, respectively. The total size of the genome was estimated at 11.7 Mbp. In total, 40 protein-coding, 34 tRNA, and 3 rRNA genes and numerous repetitive elements (REs) were annotated in this mitogenome. In total, 864 C-to-U RNA editing sites were found for 38 out of 40 protein-coding genes. The immense size of this genome, currently the largest reported, can be partly explained by variable numbers of mobile genetic elements, and introns, but unlikely by plasmid-related sequences. We found few plasmid-like insertions representing only 0.11% of the entire Siberian larch mitogenome. CONCLUSIONS Our study showed that the size of the Siberian larch mitogenome is much larger than in other so far studied Gymnosperms, and in the same range as for the annual flowering plant Silene conica (11.3 Mbp). Similar to other species, the Siberian larch mitogenome contains relatively few genes, and despite its huge size, the repeated and low complexity regions cover only 14.46% of the mitogenome sequence.
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Affiliation(s)
- Yuliya A Putintseva
- Laboratory of Forest Genomics, Genome Research and Education Center, Institute of Fundamental Biology and Biotechnology, Siberian Federal University, Krasnoyarsk, 660036, Russia
| | - Eugeniya I Bondar
- Laboratory of Forest Genomics, Genome Research and Education Center, Institute of Fundamental Biology and Biotechnology, Siberian Federal University, Krasnoyarsk, 660036, Russia
- Laboratory of Genomic Research and Biotechnology, Federal Research Center "Krasnoyarsk Science Center", Siberian Branch, Russian Academy of Sciences, Krasnoyarsk, 660036, Russia
| | - Evgeniy P Simonov
- Institute of Environmental and Agricultural Biology (X-BIO), University of Tyumen, Tyumen, 625003, Russia
| | - Vadim V Sharov
- Laboratory of Forest Genomics, Genome Research and Education Center, Institute of Fundamental Biology and Biotechnology, Siberian Federal University, Krasnoyarsk, 660036, Russia
- Laboratory of Genomic Research and Biotechnology, Federal Research Center "Krasnoyarsk Science Center", Siberian Branch, Russian Academy of Sciences, Krasnoyarsk, 660036, Russia
- Department of High Performance Computing, Institute of Space and Information Technologies, Siberian Federal University, Krasnoyarsk, 660074, Russia
| | - Natalya V Oreshkova
- Laboratory of Forest Genomics, Genome Research and Education Center, Institute of Fundamental Biology and Biotechnology, Siberian Federal University, Krasnoyarsk, 660036, Russia
- Laboratory of Genomic Research and Biotechnology, Federal Research Center "Krasnoyarsk Science Center", Siberian Branch, Russian Academy of Sciences, Krasnoyarsk, 660036, Russia
- Laboratory of Forest Genetics and Selection, V. N. Sukachev Institute of Forest, Siberian Branch, Russian Academy of Sciences, Krasnoyarsk, 660036, Russia
| | - Dmitry A Kuzmin
- Laboratory of Forest Genomics, Genome Research and Education Center, Institute of Fundamental Biology and Biotechnology, Siberian Federal University, Krasnoyarsk, 660036, Russia
- Department of High Performance Computing, Institute of Space and Information Technologies, Siberian Federal University, Krasnoyarsk, 660074, Russia
| | - Yuri M Konstantinov
- Laboratory of Plant Genetic Engineering, Siberian Institute of Plant Physiology and Biochemistry, Siberian Branch, Russian Academy of Sciences, Irkutsk, 664033, Russia
| | - Vladimir N Shmakov
- Laboratory of Plant Genetic Engineering, Siberian Institute of Plant Physiology and Biochemistry, Siberian Branch, Russian Academy of Sciences, Irkutsk, 664033, Russia
| | - Vadim I Belkov
- Laboratory of Plant Genetic Engineering, Siberian Institute of Plant Physiology and Biochemistry, Siberian Branch, Russian Academy of Sciences, Irkutsk, 664033, Russia
| | - Michael G Sadovsky
- Institute of Computational Modeling, Siberian Branch, Russian Academy of Sciences, Krasnoyarsk, 660036, Russia
| | - Olivier Keech
- Department of Plant Physiology, UPSC, Umeå University, S-90187, Umeå, Sweden
| | - Konstantin V Krutovsky
- Laboratory of Forest Genomics, Genome Research and Education Center, Institute of Fundamental Biology and Biotechnology, Siberian Federal University, Krasnoyarsk, 660036, Russia.
- Department of Forest Genetics and Forest Tree Breeding, Georg-August University of Göttingen, 37077, Göttingen, Germany.
- Center for Integrated Breeding Research, George-August University of Göttingen, 37075, Göttingen, Germany.
- Laboratory of Population Genetics, N.I. Vavilov Institute of General Genetics, Russian Academy of Sciences, Moscow, 119333, Russia.
- Department of Ecosystem Science and Management, Texas A&M University, College Station, TX, 77843-2138, USA.
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83
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Rosier BT, Moya-Gonzalvez EM, Corell-Escuin P, Mira A. Isolation and Characterization of Nitrate-Reducing Bacteria as Potential Probiotics for Oral and Systemic Health. Front Microbiol 2020; 11:555465. [PMID: 33042063 PMCID: PMC7522554 DOI: 10.3389/fmicb.2020.555465] [Citation(s) in RCA: 66] [Impact Index Per Article: 13.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2020] [Accepted: 08/24/2020] [Indexed: 12/29/2022] Open
Abstract
Recent evidence indicates that the reduction of salivary nitrate by oral bacteria can contribute to prevent oral diseases, as well as increase systemic nitric oxide levels that can improve conditions such as hypertension and diabetes. The objective of the current manuscript was to isolate nitrate-reducing bacteria from the oral cavity of healthy donors and test their in vitro probiotic potential to increase the nitrate-reduction capacity (NRC) of oral communities. Sixty-two isolates were obtained from five different donors of which 53 were confirmed to be nitrate-reducers. Ten isolates were selected based on high NRC as well as high growth rates and low acidogenicity, all being Rothia species. The genomes of these ten isolates confirmed the presence of nitrate- and nitrite reductase genes, as well as lactate utilization genes, and the absence of antimicrobial resistance, mobile genetic elements and virulence genes. The pH at which most nitrate was reduced differed between strains. However, acidic pH 6 always stimulated the reduction of nitrite compared to neutral pH 7 or slightly alkaline pH 7.5 (p < 0.01). We tested the effect of six out of 10 isolates on in vitro oral biofilm development in the presence or absence of 6.5 mM nitrate. The integration of the isolates into in vitro communities was confirmed by Illumina sequencing. The NRC of the bacterial communities increased when adding the isolates compared to controls without isolates (p < 0.05). When adding nitrate (prebiotic treatment) or isolates in combination with nitrate (symbiotic treatment), a smaller decrease in pH derived from sugar metabolism was observed (p < 0.05), which for some symbiotic combinations appeared to be due to lactate consumption. Interestingly, there was a strong correlation between the NRC of oral communities and ammonia production even in the absence of nitrate (R = 0.814, p < 0.01), which indicates that bacteria involved in these processes are related. As observed in our study, individuals differ in their NRC. Thus, some may have direct benefits from nitrate as a prebiotic as their microbiota naturally reduces significant amounts, while others may benefit more from a symbiotic combination (nitrate + nitrate-reducing probiotic). Future clinical studies should test the effects of these treatments on oral and systemic health.
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Affiliation(s)
| | | | | | - Alex Mira
- Department of Health and Genomics, Center for Advanced Research in Public Health, FISABIO Foundation, Valencia, Spain
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84
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Latorre-Pérez A, Pascual J, Porcar M, Vilanova C. A lab in the field: applications of real-time, in situ metagenomic sequencing. Biol Methods Protoc 2020; 5:bpaa016. [PMID: 33134552 PMCID: PMC7585387 DOI: 10.1093/biomethods/bpaa016] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Revised: 08/07/2020] [Accepted: 08/18/2020] [Indexed: 01/18/2023] Open
Abstract
High-throughput metagenomic sequencing is considered one of the main technologies fostering the development of microbial ecology. Widely used second-generation sequencers have enabled the analysis of extremely diverse microbial communities, the discovery of novel gene functions, and the comprehension of the metabolic interconnections established among microbial consortia. However, the high cost of the sequencers and the complexity of library preparation and sequencing protocols still hamper the application of metagenomic sequencing in a vast range of real-life applications. In this context, the emergence of portable, third-generation sequencers is becoming a popular alternative for the rapid analysis of microbial communities in particular scenarios, due to their low cost, simplicity of operation, and rapid yield of results. This review discusses the main applications of real-time, in situ metagenomic sequencing developed to date, highlighting the relevance of this technology in current challenges (such as the management of global pathogen outbreaks) and in the next future of industry and clinical diagnosis.
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Affiliation(s)
| | | | - Manuel Porcar
- Darwin Bioprospecting Excellence SL, Valencia, Spain
- Institute for Integrative Systems Biology, I2SysBio, University of Valencia-CSIC, Valencia, Spain
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85
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Blanco MB, Greene LK, Rasambainarivo F, Toomey E, Williams RC, Andrianandrasana L, Larsen PA, Yoder AD. Next-generation technologies applied to age-old challenges in Madagascar. CONSERV GENET 2020. [DOI: 10.1007/s10592-020-01296-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
AbstractMadagascar is a biodiversity hotspot that is facing rapid rates of deforestation, habitat destruction, and poverty. Urgent action is required to document the status of biodiversity to facilitate efficacious conservation plans. With the recent advent of portable and affordable genetic technologies, it is now possible to take genomic approaches out of the lab and into the field. Mobile genetics labs can produce scientifically reproducible data under field conditions, dramatically minimizing the time between sample collection and data analysis. Here, we show “proof of concept” by deploying miniPCR bio’s miniaturized thermal cycler alongside Oxford Nanopore’s MinION DNA sequencer in Madagascar. Specifically, we deployed this technology at Anjajavy, northwestern Madagascar for rapid biodiversity assessment. We successfully extracted mouse lemur DNA, amplified and sequenced a phylogenetically informative mitochondrial gene (cytochrome-b; cytb), and thereby confirmed the presence of Danfoss’ mouse lemur (M. danfossi) within the Anjajavy Reserve. We show that a mobile genetics lab can provide expeditious results, and allow scientists to conduct genetic analyses, potentially allowing for rapid interventions under emergency conditions in situ. Additionally, mobile labs offer powerful training opportunities for in-country scientists for whom training opportunities were previously confined to ex-situ locations. By bringing genomic technologies to Madagascar and other economically challenged and biodiverse regions of the world, the next generation of scientists and conservationists can more fully implement their leadership roles. Local laboratory and training facilities are changing the polarity of research programs in Madagascar and empowering national researchers to take charge of environmental stewardship.
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86
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González-González E, Trujillo-de Santiago G, Lara-Mayorga IM, Martínez-Chapa SO, Alvarez MM. Portable and accurate diagnostics for COVID-19: Combined use of the miniPCR thermocycler and a well-plate reader for SARS-CoV-2 virus detection. PLoS One 2020; 15:e0237418. [PMID: 32790779 PMCID: PMC7425953 DOI: 10.1371/journal.pone.0237418] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2020] [Accepted: 07/27/2020] [Indexed: 02/04/2023] Open
Abstract
The coronavirus disease 2019 (COVID-19) pandemic has crudely demonstrated the need for massive and rapid diagnostics. By the first week of July, more than 10,000,000 positive cases of COVID-19 have been reported worldwide, although this number could be greatly underestimated. In the case of an epidemic emergency, the first line of response should be based on commercially available and validated resources. Here, we demonstrate the use of the miniPCR, a commercial compact and portable PCR device recently available on the market, in combination with a commercial well-plate reader as a diagnostic system for detecting genetic material of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), the causal agent of COVID-19. We used the miniPCR to detect and amplify SARS-CoV-2 DNA sequences using the sets of initiators recommended by the World Health Organization (WHO) for targeting three different regions that encode for the N protein. Prior to amplification, samples were combined with a DNA intercalating reagent (i.e., EvaGreen Dye). Sample fluorescence after amplification was then read using a commercial 96-well plate reader. This straightforward method allows the detection and amplification of SARS-CoV-2 nucleic acids in the range of ~625 to 2×105 DNA copies. The accuracy and simplicity of this diagnostics strategy may provide a cost-efficient and reliable alternative for COVID-19 pandemic testing, particularly in underdeveloped regions where RT-QPCR instrument availability may be limited. The portability, ease of use, and reproducibility of the miniPCR makes it a reliable alternative for deployment in point-of-care SARS-CoV-2 detection efforts during pandemics.
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Affiliation(s)
- Everardo González-González
- Centro de Biotecnología-FEMSA, Escuela de Ingeniería y Ciencias, Tecnologico de Monterrey, Monterrey, Nuevo León, México
- Departamento de Bioingeniería, Escuela de Ingeniería y Ciencias, Tecnologico de Monterrey, Monterrey, Nuevo León, México
| | - Grissel Trujillo-de Santiago
- Centro de Biotecnología-FEMSA, Escuela de Ingeniería y Ciencias, Tecnologico de Monterrey, Monterrey, Nuevo León, México
- Departamento de Ingeniería Mecátrónica y Eléctrica, Escuela de Ingeniería y Ciencias, Tecnologico de Monterrey, Monterrey, Nuevo León, México
| | - Itzel Montserrat Lara-Mayorga
- Centro de Biotecnología-FEMSA, Escuela de Ingeniería y Ciencias, Tecnologico de Monterrey, Monterrey, Nuevo León, México
- Departamento de Bioingeniería, Escuela de Ingeniería y Ciencias, Tecnologico de Monterrey, Monterrey, Nuevo León, México
| | - Sergio Omar Martínez-Chapa
- Departamento de Ingeniería Mecátrónica y Eléctrica, Escuela de Ingeniería y Ciencias, Tecnologico de Monterrey, Monterrey, Nuevo León, México
| | - Mario Moisés Alvarez
- Centro de Biotecnología-FEMSA, Escuela de Ingeniería y Ciencias, Tecnologico de Monterrey, Monterrey, Nuevo León, México
- Departamento de Bioingeniería, Escuela de Ingeniería y Ciencias, Tecnologico de Monterrey, Monterrey, Nuevo León, México
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87
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Latorre-Pérez A, Villalba-Bermell P, Pascual J, Vilanova C. Assembly methods for nanopore-based metagenomic sequencing: a comparative study. Sci Rep 2020; 10:13588. [PMID: 32788623 PMCID: PMC7423617 DOI: 10.1038/s41598-020-70491-3] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2020] [Accepted: 07/22/2020] [Indexed: 02/08/2023] Open
Abstract
Metagenomic sequencing has allowed for the recovery of previously unexplored microbial genomes. Whereas short-read sequencing platforms often result in highly fragmented metagenomes, nanopore-based sequencers could lead to more contiguous assemblies due to their potential to generate long reads. Nevertheless, there is a lack of updated and systematic studies evaluating the performance of different assembly tools on nanopore data. In this study, we have benchmarked the ability of different assemblers to reconstruct two different commercially-available mock communities that have been sequenced using Oxford Nanopore Technologies platforms. Among the tested tools, only metaFlye, Raven, and Canu performed well in all the datasets. These tools retrieved highly contiguous genomes (or even complete genomes) directly from the metagenomic data. Despite the intrinsic high error of nanopore sequencing, final assemblies reached high accuracy (~ 99.5 to 99.8% of consensus accuracy). Polishing strategies demonstrated to be necessary for reducing the number of indels, and this had an impact on the prediction of biosynthetic gene clusters. Correction with high quality short reads did not always result in higher quality draft assemblies. Overall, nanopore metagenomic sequencing data-adapted to MinION's current output-proved sufficient for assembling and characterizing low-complexity microbial communities.
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88
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Evaluation of PCR conditions for characterizing bacterial communities with full-length 16S rRNA genes using a portable nanopore sequencer. Sci Rep 2020; 10:12580. [PMID: 32724214 PMCID: PMC7387495 DOI: 10.1038/s41598-020-69450-9] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Accepted: 06/29/2020] [Indexed: 11/08/2022] Open
Abstract
MinION (Oxford Nanopore Technologies), a portable nanopore sequencer, was introduced in 2014 as a new DNA sequencing technology. MinION is now widely used because of its low initial start-up costs relative to existing DNA sequencers, good portability, easy-handling, real-time analysis and long-read output. However, differences in the experimental conditions used for 16S rRNA-based PCR can bias bacterial community assessments in samples. Therefore, basic knowledge about reliable experimental conditions is needed to ensure the appropriate use of this technology. Our study concerns the reliability of techniques for obtaining accurate and quantitative full-length 16S rRNA amplicon sequencing data for bacterial community structure assessment using MinION. We compared five PCR conditions using three independent mock microbial community standard DNAs and established appropriate, standardized, better PCR conditions among the trials. We then sequenced two mock communities and six environmental samples using Illumina MiSeq for comparison. Modifying the PCR conditions improved the sequencing quality; the optimized conditions were 35 cycles of 95 °C for 1 min, 60 °C for 1 min and 68 °C for 3 min. Our results provide important information for researchers to determine bacterial community using MinION accurately.
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89
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Singh A, Bhatia P. Comparative sequencing data analysis of Ion Torrent and MinION sequencing platforms using a clinical diagnostic haematology panel. Int J Lab Hematol 2020; 42:833-841. [PMID: 32654382 DOI: 10.1111/ijlh.13286] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Revised: 06/17/2020] [Accepted: 06/22/2020] [Indexed: 11/29/2022]
Abstract
INTRODUCTION Currently, two second-generation sequencing platforms-Ion Torrent and Illumina are being widely used for clinical testing and reporting of human samples. However, third-generation long read platforms like single molecule (PacBio) or direct sequencing (Nanopore) are gaining widespread interest in clinical genomics. AIMS AND OBJECTIVES The current study attempts to analyse and compare MinION sequencing data with Ion Torrent data, using a haematology ampliseq panel, to shed light on its current standing in reporting of clinical diagnostic samples. METHODOLOGY A custom targeted Next-generation sequencing ampliseq panel comprising of 33 genes related to detection of inherited bone marrow failure syndrome cases was used to sequence five samples on both Ion Torrent and Oxford MinION platforms. The resulting data were analysed for output, quality and variant metrics across both platforms independently. RESULTS Overall, MinION produced longer reads (range 108-7227 bp) than Ion Torrent (25-580 bp). Moreover, it generated more reads than Ion Torrent in high %GC content (P < .005) or repeat regions. But Ion Torrent had much lower error rate of 1.59% compared with MinION's 20.31%. Despite high error, MinION platform was able to identify and report the pathogenic variant in all samples. DISCUSSION AND CONCLUSION The extremely long read lengths of MinION sequencers and better coverage in difficult to sequence regions give it an edge in generating contig free whole-genome sequences. However, the pore technology and chemistry of MinION needs further tuning to reduce error rate before it can be incorporated for clinical testing and reporting of human samples.
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Affiliation(s)
- Aditya Singh
- Paediatric Haematology-Oncology Unit, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Prateek Bhatia
- Paediatric Haematology-Oncology Unit, Post Graduate Institute of Medical Education and Research, Chandigarh, India
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90
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Ho JK, Puniamoorthy J, Srivathsan A, Meier R. MinION sequencing of seafood in Singapore reveals creatively labelled flatfishes, confused roe, pig DNA in squid balls, and phantom crustaceans. Food Control 2020. [DOI: 10.1016/j.foodcont.2020.107144] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
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91
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Neuenschwander SM, Terrazos Miani MA, Amlang H, Perroulaz C, Bittel P, Casanova C, Droz S, Flandrois JP, Leib SL, Suter-Riniker F, Ramette A. A Sample-to-Report Solution for Taxonomic Identification of Cultured Bacteria in the Clinical Setting Based on Nanopore Sequencing. J Clin Microbiol 2020; 58:e00060-20. [PMID: 32229603 PMCID: PMC7269405 DOI: 10.1128/jcm.00060-20] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2020] [Accepted: 03/25/2020] [Indexed: 12/20/2022] Open
Abstract
Amplicon sequencing of the 16S rRNA gene is commonly used for the identification of bacterial isolates in diagnostic laboratories and mostly relies on the Sanger sequencing method. The latter, however, suffers from a number of limitations, with the most significant being the inability to resolve mixed amplicons when closely related species are coamplified from a mixed culture. This often leads to either increased turnaround time or absence of usable sequence data. Short-read next-generation sequencing (NGS) technologies could solve the mixed amplicon issue but would lack both cost efficiency at low throughput and fast turnaround times. Nanopore sequencing developed by Oxford Nanopore Technologies (ONT) could solve those issues by enabling a flexible number of samples per run and an adjustable sequencing time. Here, we report on the development of a standardized laboratory workflow combined with a fully automated analysis pipeline LORCAN (long read consensus analysis), which together provide a sample-to-report solution for amplicon sequencing and taxonomic identification of the resulting consensus sequences. Validation of the approach was conducted on a panel of reference strains and on clinical samples consisting of single or mixed rRNA amplicons associated with various bacterial genera by direct comparison to the corresponding Sanger sequences. Additionally, simulated read and amplicon mixtures were used to assess LORCAN's behavior when dealing with samples with known cross-contamination levels. We demonstrate that by combining ONT amplicon sequencing results with LORCAN, the accuracy of Sanger sequencing can be closely matched (>99.6% sequence identity) and that mixed samples can be resolved at the single-base resolution level. The presented approach has the potential to significantly improve the flexibility, reliability, and availability of amplicon sequencing in diagnostic settings.
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Affiliation(s)
| | | | - Heiko Amlang
- University of Bern, Institute for Infectious Diseases, Bern, Switzerland
| | - Carmen Perroulaz
- University of Bern, Institute for Infectious Diseases, Bern, Switzerland
| | - Pascal Bittel
- University of Bern, Institute for Infectious Diseases, Bern, Switzerland
| | - Carlo Casanova
- University of Bern, Institute for Infectious Diseases, Bern, Switzerland
| | - Sara Droz
- University of Bern, Institute for Infectious Diseases, Bern, Switzerland
| | - Jean-Pierre Flandrois
- University of Lyon, CNRS, UMR 5558, Laboratoire de Biométrie et Biologie Evolutive, Villeurbanne, France
| | - Stephen L Leib
- University of Bern, Institute for Infectious Diseases, Bern, Switzerland
| | | | - Alban Ramette
- University of Bern, Institute for Infectious Diseases, Bern, Switzerland
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92
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Hatfield RG, Batista FM, Bean TP, Fonseca VG, Santos A, Turner AD, Lewis A, Dean KJ, Martinez-Urtaza J. The Application of Nanopore Sequencing Technology to the Study of Dinoflagellates: A Proof of Concept Study for Rapid Sequence-Based Discrimination of Potentially Harmful Algae. Front Microbiol 2020; 11:844. [PMID: 32457722 PMCID: PMC7227484 DOI: 10.3389/fmicb.2020.00844] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2019] [Accepted: 04/08/2020] [Indexed: 01/05/2023] Open
Abstract
Harmful algal blooms (HABs) are a naturally occurring global phenomena that have the potential to impact fisheries, leisure and ecosystems, as well as posing a significant hazard to animal and human health. There is significant interest in the development and application of methodologies to study all aspects of the causative organisms and toxins associated with these events. This paper reports the first application of nanopore sequencing technology for the detection of eukaryotic harmful algal bloom organisms. The MinION sequencing platform from Oxford Nanopore technologies provides long read sequencing capabilities in a compact, low cost, and portable format. In this study we used the MinION to sequence long-range PCR amplicons from multiple dinoflagellate species with a focus on the genus Alexandrium. Primers applicable to a wide range of dinoflagellates were selected, meaning that although the study was primarily focused on Alexandrium the applicability to three additional genera of toxic algae, namely; Gonyaulax, Prorocentrum, and Lingulodinium was also demonstrated. The amplicon generated here spanned approximately 3 kb of the rDNA cassette, including most of the 18S, the complete ITS1, 5.8S, ITS2 and regions D1 and D2 of the 28S. The inclusion of barcode genes as well as highly conserved regions resulted in identification of organisms to the species level. The analysis of reference cultures resulted in over 99% of all sequences being attributed to the correct species with an average identity above 95% from a reference list of over 200 species (see Supplementary Material 1). The use of mock community analysis within environmental samples highlighted that complex matrices did not prevent the ability to distinguish between phylogenetically similar species. Successful identification of causative organisms in environmental samples during natural toxic events further highlighted the potential of the assay. This study proves the suitability of nanopore sequencing technology for taxonomic identification of harmful algal bloom organisms and acquisition of data relevant to the World Health Organisations "one health" approach to marine monitoring.
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Affiliation(s)
- Robert G. Hatfield
- Centre for Environment, Fisheries and Aquaculture Science, Dorset, United Kingdom
| | - Frederico M. Batista
- Centre for Environment, Fisheries and Aquaculture Science, Dorset, United Kingdom
| | | | - Vera G. Fonseca
- Centre for Environment, Fisheries and Aquaculture Science, Dorset, United Kingdom
| | - Andres Santos
- Centre for Environment, Fisheries and Aquaculture Science, Dorset, United Kingdom
- Scientific and Technological Bioresource Nucleus (BIOREN), Universidad de La Frontera, Temuco, Chile
| | - Andrew D. Turner
- Centre for Environment, Fisheries and Aquaculture Science, Dorset, United Kingdom
| | - Adam Lewis
- Centre for Environment, Fisheries and Aquaculture Science, Dorset, United Kingdom
| | - Karl J. Dean
- Centre for Environment, Fisheries and Aquaculture Science, Dorset, United Kingdom
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93
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Knot IE, Zouganelis GD, Weedall GD, Wich SA, Rae R. DNA Barcoding of Nematodes Using the MinION. Front Ecol Evol 2020. [DOI: 10.3389/fevo.2020.00100] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
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94
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Seah A, Lim MC, McAloose D, Prost S, Seimon TA. MinION-Based DNA Barcoding of Preserved and Non-Invasively Collected Wildlife Samples. Genes (Basel) 2020; 11:genes11040445. [PMID: 32325704 PMCID: PMC7230362 DOI: 10.3390/genes11040445] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2020] [Revised: 04/14/2020] [Accepted: 04/16/2020] [Indexed: 01/14/2023] Open
Abstract
The ability to sequence a variety of wildlife samples with portable, field-friendly equipment will have significant impacts on wildlife conservation and health applications. However, the only currently available field-friendly DNA sequencer, the MinION by Oxford Nanopore Technologies, has a high error rate compared to standard laboratory-based sequencing platforms and has not been systematically validated for DNA barcoding accuracy for preserved and non-invasively collected tissue samples. We tested whether various wildlife sample types, field-friendly methods, and our clustering-based bioinformatics pipeline, SAIGA, can be used to generate consistent and accurate consensus sequences for species identification. Here, we systematically evaluate variation in cytochrome b sequences amplified from scat, hair, feather, fresh frozen liver, and formalin-fixed paraffin-embedded (FFPE) liver. Each sample was processed by three DNA extraction protocols. For all sample types tested, the MinION consensus sequences matched the Sanger references with 99.29%-100% sequence similarity, even for samples that were difficult to amplify, such as scat and FFPE tissue extracted with Chelex resin. Sequencing errors occurred primarily in homopolymer regions, as identified in previous MinION studies. We demonstrate that it is possible to generate accurate DNA barcode sequences from preserved and non-invasively collected wildlife samples using portable MinION sequencing, creating more opportunities to apply portable sequencing technology for species identification.
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Affiliation(s)
- Adeline Seah
- Zoological Health Program, Wildlife Conservation Society, Bronx Zoo, 2300 Southern Blvd, Bronx, NY 10460, USA; (A.S.); (D.M.); (T.A.S.)
| | - Marisa C.W. Lim
- Zoological Health Program, Wildlife Conservation Society, Bronx Zoo, 2300 Southern Blvd, Bronx, NY 10460, USA; (A.S.); (D.M.); (T.A.S.)
- Correspondence:
| | - Denise McAloose
- Zoological Health Program, Wildlife Conservation Society, Bronx Zoo, 2300 Southern Blvd, Bronx, NY 10460, USA; (A.S.); (D.M.); (T.A.S.)
| | - Stefan Prost
- LOEWE-Centre for Translational Biodiversity Genomics, Senckenberg Nature Research Society, 60325 Frankfurt, Germany;
- South African National Biodiversity Institute, National Zoological Garden, Pretoria 0001, South Africa
| | - Tracie A. Seimon
- Zoological Health Program, Wildlife Conservation Society, Bronx Zoo, 2300 Southern Blvd, Bronx, NY 10460, USA; (A.S.); (D.M.); (T.A.S.)
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95
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Watsa M, Erkenswick GA, Pomerantz A, Prost S. Portable sequencing as a teaching tool in conservation and biodiversity research. PLoS Biol 2020; 18:e3000667. [PMID: 32298256 PMCID: PMC7188297 DOI: 10.1371/journal.pbio.3000667] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Revised: 04/28/2020] [Indexed: 12/16/2022] Open
Abstract
As biodiversity loss continues to accelerate, there is a critical need for education and biomonitoring across the globe. Portable technologies allow for in situ molecular biodiversity monitoring that has been historically out of reach for many researchers in habitat nations. In the realm of education, portable tools such as DNA sequencers facilitate in situ hands-on training in real-time sequencing and interpretation techniques. Here, we provide step-by-step protocols as a blueprint for a terrestrial conservation genetics field training program that uses low-cost, portable devices to conduct genomics-based training directly in biodiverse habitat countries. As biodiversity loss continues to accelerate, there is a critical need for education and biomonitoring across the globe. This Community Page article presents step-by-step protocols as a blueprint for a terrestrial conservation genetics training program that uses low-cost, portable devices to conduct genomics-based training directly in the field.
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Affiliation(s)
- Mrinalini Watsa
- Field Projects International, Saint Louis, Missouri, United States of America
- Population Sustainability, San Diego Zoo Global, San Diego, California, United States of America
- Department of Biology, University of Missouri–St. Louis, St. Louis, Missouri, United States of America
- * E-mail:
| | - Gideon A. Erkenswick
- Field Projects International, Saint Louis, Missouri, United States of America
- Department of Biology, University of Missouri–St. Louis, St. Louis, Missouri, United States of America
- Infectious Diseases, School of Medicine, Washington University in St. Louis, St. Louis, Missouri, United States of America
| | - Aaron Pomerantz
- Department of Integrative Biology, University of California, Berkeley, Berkeley, California, United States of America
- Marine Biological Laboratory, Woods Hole, Massachusetts, United States of America
| | - Stefan Prost
- LOEWE-Centre for Translational Biodiversity Genomics, Senckenberg, Frankfurt, Germany
- South African National Biodiversity Institute, National Zoological Garden, Pretoria,South Africa
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96
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Franco‐Sierra ND, Díaz‐Nieto JF. Rapid mitochondrial genome sequencing based on Oxford Nanopore Sequencing and a proxy for vertebrate species identification. Ecol Evol 2020; 10:3544-3560. [PMID: 32274008 PMCID: PMC7141017 DOI: 10.1002/ece3.6151] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2019] [Revised: 02/09/2020] [Accepted: 02/12/2020] [Indexed: 02/06/2023] Open
Abstract
Molecular information is crucial for species identification when facing challenging morphology-based specimen identifications. The use of DNA barcodes partially solves this problem, but in some cases when PCR is not an option (i.e., primers are not available, problems in reaction standardization), amplification-free approaches could be an optimal alternative. Recent advances in DNA sequencing, like the MinION device from Oxford Nanopore Technologies (ONT), allow to obtain genomic data with low laboratory and technical requirements, and at a relatively low cost. In this study, we explore ONT sequencing for molecular species identification from a total DNA sample obtained from a neotropical rodent and we also test the technology for complete mitochondrial genome reconstruction via genome skimming. We were able to obtain "de novo" the complete mitogenome of a specimen from the genus Melanomys (Cricetidae: Sigmodontinae) with average depth coverage of 78X using ONT-only data and by combining multiple assembly routines. Our pipeline for an automated species identification was able to identify the sample using unassembled sequence data (raw) in a reasonable computing time, which was substantially reduced when a priori information related to the organism identity was known. Our findings suggest ONT sequencing as a suitable candidate to solve species identification problems in metazoan nonmodel organisms and generate complete mtDNA datasets.
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Affiliation(s)
- Nicolás D. Franco‐Sierra
- Grupo de investigación en Biodiversidad, Evolución y Conservación (BEC)Departamento de Ciencias Biológicas, Escuela de CienciasUniversidad EAFITMedellínColombia
| | - Juan F. Díaz‐Nieto
- Grupo de investigación en Biodiversidad, Evolución y Conservación (BEC)Departamento de Ciencias Biológicas, Escuela de CienciasUniversidad EAFITMedellínColombia
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97
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Leidenfrost RM, Bänsch S, Prudnikow L, Brenig B, Westphal C, Wünschiers R. Analyzing the Dietary Diary of Bumble Bee. FRONTIERS IN PLANT SCIENCE 2020; 11:287. [PMID: 32269580 PMCID: PMC7109327 DOI: 10.3389/fpls.2020.00287] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/25/2019] [Accepted: 02/26/2020] [Indexed: 06/11/2023]
Abstract
Bumble bees are important crop pollinators and provide important pollination services to their respective ecosystems. Their pollen diet and thus food preferences can be characterized through nucleic acid sequence analysis. We present ITS2 amplicon sequence data from pollen collected by bumble bees. The pollen was collected from six different bumble bee colonies that were placed in independent agricultural landscapes. We compared next-generation (Illumina), i.e., short-read, and third-generation (Nanopore), i.e., MinION, sequencing techniques. MinION data were preprocessed using traditional and Nanopore specific tools for comparative analysis and were evaluated in comparison to short-read sequence data with conventional processing. Based on the results, the dietary diary of bumble bee in the studied landscapes can be identified. It is known that short reads generated by next-generation sequencers have the advantage of higher quality scores while Nanopore yields longer read lengths. We show that assignments to taxonomic units yield comparable results when querying against an ITS2-specific sequence database. Thus, lower sequence quality is compensated by longer read lengths. However, the Nanopore technology is improving in terms of data quality, much cheaper, and suitable for portable applications. With respect to the studied agricultural landscapes we found that bumble bees require higher plant diversity than only crops to fulfill their foraging requirements.
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Affiliation(s)
- Robert M. Leidenfrost
- Department of Biotechnology and Chemistry, Mittweida University of Applied Sciences, Mittweida, Germany
| | - Svenja Bänsch
- Functional Agrobiodiversity, Department of Crop Sciences, University of Göttingen, Göttingen, Germany
| | - Lisa Prudnikow
- Department of Biotechnology and Chemistry, Mittweida University of Applied Sciences, Mittweida, Germany
| | - Bertram Brenig
- Institute of Veterinary Medicine, University of Göttingen, Göttingen, Germany
| | - Catrin Westphal
- Functional Agrobiodiversity, Department of Crop Sciences, University of Göttingen, Göttingen, Germany
| | - Röbbe Wünschiers
- Department of Biotechnology and Chemistry, Mittweida University of Applied Sciences, Mittweida, Germany
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98
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Kennedy SR, Prost S, Overcast I, Rominger AJ, Gillespie RG, Krehenwinkel H. High-throughput sequencing for community analysis: the promise of DNA barcoding to uncover diversity, relatedness, abundances and interactions in spider communities. Dev Genes Evol 2020; 230:185-201. [PMID: 32040713 PMCID: PMC7127999 DOI: 10.1007/s00427-020-00652-x] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2019] [Accepted: 01/29/2020] [Indexed: 12/19/2022]
Abstract
Large-scale studies on community ecology are highly desirable but often difficult to accomplish due to the considerable investment of time, labor and, money required to characterize richness, abundance, relatedness, and interactions. Nonetheless, such large-scale perspectives are necessary for understanding the composition, dynamics, and resilience of biological communities. Small invertebrates play a central role in ecosystems, occupying critical positions in the food web and performing a broad variety of ecological functions. However, it has been particularly difficult to adequately characterize communities of these animals because of their exceptionally high diversity and abundance. Spiders in particular fulfill key roles as both predator and prey in terrestrial food webs and are hence an important focus of ecological studies. In recent years, large-scale community analyses have benefitted tremendously from advances in DNA barcoding technology. High-throughput sequencing (HTS), particularly DNA metabarcoding, enables community-wide analyses of diversity and interactions at unprecedented scales and at a fraction of the cost that was previously possible. Here, we review the current state of the application of these technologies to the analysis of spider communities. We discuss amplicon-based DNA barcoding and metabarcoding for the analysis of community diversity and molecular gut content analysis for assessing predator-prey relationships. We also highlight applications of the third generation sequencing technology for long read and portable DNA barcoding. We then address the development of theoretical frameworks for community-level studies, and finally highlight critical gaps and future directions for DNA analysis of spider communities.
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Affiliation(s)
- Susan R Kennedy
- Biodiversity and Biocomplexity Unit, Okinawa Institute of Science and Technology, Onna, Okinawa, Japan
| | - Stefan Prost
- LOEWE-Centre for Translational Biodiversity Genomics, Senckenberg Museum, Frankfurt, Germany
- National Zoological Garden, South African National Biodiversity Institute, Pretoria, South Africa
| | - Isaac Overcast
- Graduate Center of the City University New York, New York, NY, USA
- Ecole Normale Supérieure, Paris, France
| | | | - Rosemary G Gillespie
- Environmental Sciences Policy and Management, University of California Berkeley, Berkeley, CA, USA
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99
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Capt C, Bouvet K, Guerra D, Robicheau BM, Stewart DT, Pante E, Breton S. Unorthodox features in two venerid bivalves with doubly uniparental inheritance of mitochondria. Sci Rep 2020; 10:1087. [PMID: 31974502 PMCID: PMC6978325 DOI: 10.1038/s41598-020-57975-y] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2019] [Accepted: 01/09/2020] [Indexed: 12/02/2022] Open
Abstract
In animals, strictly maternal inheritance (SMI) of mitochondria is the rule, but one exception (doubly uniparental inheritance or DUI), marked by the transmission of sex-specific mitogenomes, has been reported in bivalves. Associated with DUI is a frequent modification of the mitochondrial cox2 gene, as well as additional sex-specific mitochondrial genes not involved in oxidative phosphorylation. With the exception of freshwater mussels (for 3 families of the order Unionida), these DUI-associated features have only been shown in few species [within Mytilidae (order Mytilida) and Veneridae (order Venerida)] because of the few complete sex-specific mitogenomes published for these orders. Here, we present the complete sex-specific mtDNAs of two recently-discovered DUI species in two families of the order Venerida, Scrobicularia plana (Semelidae) and Limecola balthica (Tellinidae). These species display the largest differences in genome size between sex-specific mitotypes in DUI species (>10 kb), as well as the highest mtDNA divergences (sometimes reaching >50%). An important in-frame insertion (>3.5 kb) in the male cox2 gene is partly responsible for the differences in genome size. The S. plana cox2 gene is the largest reported so far in the Kingdom Animalia. The mitogenomes may be carrying sex-specific genes, indicating that general mitochondrial features are shared among DUI species.
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Affiliation(s)
- Charlotte Capt
- Department of Biological Sciences, Université de Montréal, Montréal, QC, Canada.
| | - Karim Bouvet
- Department of Biological Sciences, Université de Montréal, Montréal, QC, Canada
| | - Davide Guerra
- Department of Biological Sciences, Université de Montréal, Montréal, QC, Canada
| | | | - Donald T Stewart
- Department of Biology, Acadia University, Wolfville, NS, B4P 2R6, Canada
| | - Eric Pante
- Littoral, Environnement et Sociétés (LIENSs), UMR 7266 CNRS-La Rochelle Université, 2 rue Olympe de Gouges, 17000, La Rochelle, France
| | - Sophie Breton
- Department of Biological Sciences, Université de Montréal, Montréal, QC, Canada.
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100
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Off Earth Identification of Bacterial Populations Using 16S rDNA Nanopore Sequencing. Genes (Basel) 2020; 11:genes11010076. [PMID: 31936690 PMCID: PMC7016637 DOI: 10.3390/genes11010076] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2019] [Revised: 12/20/2019] [Accepted: 01/07/2020] [Indexed: 01/09/2023] Open
Abstract
The MinION sequencer has made in situ sequencing feasible in remote locations. Following our initial demonstration of its high performance off planet with Earth-prepared samples, we developed and tested an end-to-end, sample-to-sequencer process that could be conducted entirely aboard the International Space Station (ISS). Initial experiments demonstrated the process with a microbial mock community standard. The DNA was successfully amplified, primers were degraded, and libraries prepared and sequenced. The median percent identities for both datasets were 84%, as assessed from alignment of the mock community. The ability to correctly identify the organisms in the mock community standard was comparable for the sequencing data obtained in flight and on the ground. To validate the process on microbes collected from and cultured aboard the ISS, bacterial cells were selected from a NASA Environmental Health Systems Surface Sample Kit contact slide. The locations of bacterial colonies chosen for identification were labeled, and a small number of cells were directly added as input into the sequencing workflow. Prepared DNA was sequenced, and the data were downlinked to Earth. Return of the contact slide to the ground allowed for standard laboratory processing for bacterial identification. The identifications obtained aboard the ISS, Staphylococcus hominis and Staphylococcus capitis, matched those determined on the ground down to the species level. This marks the first ever identification of microbes entirely off Earth, and this validated process could be used for in-flight microbial identification, diagnosis of infectious disease in a crewmember, and as a research platform for investigators around the world.
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