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Sharma A, Bansal S, Moore MD, Luo Y, Schneider KR, Zhang B. Exploring the Frontiers of Nanopore Sequencing in Food Safety and Food Microbiology. Annu Rev Food Sci Technol 2025; 16:219-244. [PMID: 39805043 DOI: 10.1146/annurev-food-072023-034549] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2025]
Abstract
Foodborne illnesses are a significant global public health challenge, with an estimated 600 million cases annually. Conventional food microbiology methods tend to be laborious and time consuming, pose difficulties in real-time utilization, and can display subpar accuracy or typing capabilities. With the recent advancements in third-generation sequencing and microbial omics, nanopore sequencing technology and its long-read sequencing capabilities have emerged as a promising platform. In recent years, nanopore sequencing technology has been benchmarked for its amplicon sequencing, whole-genome and transcriptome analysis, meta-analysis, and other advanced omics approaches. This review comprehensively covers nanopore sequencing technology's current advances in food safety applications, including outbreak investigation, pathogen surveillance, and antimicrobial resistance profiling. Despite significant progress, ongoing research and development are crucial to overcoming challenges in sequencing chemistry, accuracy, bioinformatics, and real-time adaptive sampling to fully realize nanopore sequencing technology's potential in food safety and food microbiology.
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Affiliation(s)
- Arnav Sharma
- Food Science and Human Nutrition Department, University of Florida, Gainesville, Florida, USA;
- School of Medicine, Duke University, Durham, North Carolina, USA
| | - Sherry Bansal
- Food Science and Human Nutrition Department, University of Florida, Gainesville, Florida, USA;
| | - Matthew D Moore
- Department of Food Science, University of Massachusetts Amherst, Amherst, Massachusetts, USA
| | - Yaguang Luo
- Environmental Microbial & Food Safety Lab and Food Quality Lab, Agricultural Research Service, US Department of Agriculture, Beltsville, Maryland, USA
| | - Keith R Schneider
- Food Science and Human Nutrition Department, University of Florida, Gainesville, Florida, USA;
| | - Boce Zhang
- Food Science and Human Nutrition Department, University of Florida, Gainesville, Florida, USA;
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Perlas A, Reska T, Croville G, Tarrés-Freixas F, Guérin JL, Majó N, Urban L. Improvements in RNA and DNA nanopore sequencing allow for rapid genetic characterization of avian influenza. Virus Evol 2025; 11:veaf010. [PMID: 40066328 PMCID: PMC11892550 DOI: 10.1093/ve/veaf010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Revised: 11/26/2024] [Accepted: 02/18/2025] [Indexed: 04/01/2025] Open
Abstract
Avian influenza virus (AIV) currently causes a panzootic with extensive mortality in wild birds, poultry, and wild mammals, thus posing a major threat to global health and underscoring the need for efficient monitoring of its distribution and evolution. We here utilized a well-defined AIV strain to systematically investigate AIV genetic characterization through rapid, portable nanopore sequencing by comparing the latest DNA and RNA nanopore sequencing approaches and various computational pipelines for viral consensus sequence generation and phylogenetic analysis. We show that the latest direct RNA nanopore sequencing updates improve consensus sequence generation, but that the application of the latest DNA nanopore chemistry after reverse transcription and amplification outperforms, such native viral RNA sequencing by achieving higher sequencing accuracy and throughput. We additionally leveraged the direct RNA nanopore sequencing data for the detection of RNA modifications, such as N 6-methyladenosine and pseudouridine, which play a role in viral immune evasion. Finally, we applied these sequencing approaches together with portable AIV diagnosis and quantification tools to environmental samples from a poultry farm, demonstrating the feasibility of nanopore sequencing for on-site non-invasive AIV monitoring in real-world outbreak scenarios.
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Affiliation(s)
- Albert Perlas
- Computational Health Center, Helmholtz Zentrum Muenchen, Ingolstaedter Landstr. 1, Neuherberg 85764, Germany
| | - Tim Reska
- Computational Health Center, Helmholtz Zentrum Muenchen, Ingolstaedter Landstr. 1, Neuherberg 85764, Germany
- Technical University of Munich, School of Life Sciences, Alte Akademie 8, Freising 85354, Germany
| | | | - Ferran Tarrés-Freixas
- IRTA. Programa de Sanitat Animal., Centre de Recerca en Sanitat Animal (CReSA), Campus de la Universitat Autònoma de Barcelona (UAB), Bellaterra 08193, Spain
- Unitat mixta d’investigació IRTA-UAB en Sanitat Animal, Centre de Recerca en Sanitat Animal (CReSA), Campus de la Universitat Autònoma de Barcelona (UAB), Bellaterra, Catalonia 08193, Spain
- Department of Biosciences, Faculty of Sciences, Technology and Engineering, University of Vic-Central University of Catalonia (UVic-UCC), Vic 08500, Spain
| | - Jean-Luc Guérin
- IHAP, Université de Toulouse, INRAE, ENVT, Toulouse 31300, France
| | - Natàlia Majó
- Unitat mixta d’investigació IRTA-UAB en Sanitat Animal, Centre de Recerca en Sanitat Animal (CReSA), Campus de la Universitat Autònoma de Barcelona (UAB), Bellaterra, Catalonia 08193, Spain
- Departament de Sanitat i Anatomia Animals, Facultat de Veterinària, Universitat Autònoma de Barcelona (UAB), Campus de la UAB, Bellaterra, Catalonia 08193, Spain
| | - Lara Urban
- Computational Health Center, Helmholtz Zentrum Muenchen, Ingolstaedter Landstr. 1, Neuherberg 85764, Germany
- Technical University of Munich, School of Life Sciences, Alte Akademie 8, Freising 85354, Germany
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Goraichuk IV, Risalvato J, Pantin-Jackwood M, Suarez DL. Improved influenza A whole-genome sequencing protocol. Front Cell Infect Microbiol 2024; 14:1497278. [PMID: 39669272 PMCID: PMC11635996 DOI: 10.3389/fcimb.2024.1497278] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2024] [Accepted: 10/25/2024] [Indexed: 12/14/2024] Open
Abstract
Influenza A virus poses significant public health challenges due to its high mutation rate and zoonotic potential. Whole-genome sequencing (WGS) is crucial for monitoring and characterizing these viruses. Oxford Nanopore Technologies (ONT) and Illumina next-generation sequencing platforms are commonly used, with ONT being advantageous for its long-read capabilities, portability, and unique ability to access raw data in real-time during sequencing, making it suitable for rapid outbreak responses. This study optimizes the ONT Ligation Sequencing Influenza A Whole Genome protocol by refining RT-PCR kits, primers, and purification methods, and evaluating automation for high-throughput processing. The alternative RT-PCR kits, combined with alternative primers, significantly improved read depth coverage and reduced short, untargeted reads compared to the original ONT protocol. The improvement was particularly evident in the minimum read depth coverage of polymerase segments, which often face challenges with achieving uniform coverage, displaying higher coverage at the 5' and 3' termini, and lower coverage in the central regions. This optimized protocol for targeted influenza A WGS not only enhances sequencing quality and efficiency, but is applicable to all NGS platforms, making it highly valuable for studying influenza adaptation and improving surveillance. Additionally, this protocol can be further refined and adapted for the sequencing of other pathogens, broadening its utility in various pathogen monitoring and response efforts.
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Affiliation(s)
- Iryna V. Goraichuk
- Southeast Poultry Research Laboratory, U.S. National Poultry Research Center, Agriculture Research Service, U.S Department of Agriculture, Athens, GA, United States
| | | | | | - David L. Suarez
- Southeast Poultry Research Laboratory, U.S. National Poultry Research Center, Agriculture Research Service, U.S Department of Agriculture, Athens, GA, United States
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Liu Y, Liu Z, Li J, Yan X, Xu W, Yi L, Tu C, He B. Rapid diagnosis of a fox's death case using nanopore sequencing reveals the infection with an Artic-like rabies virus. Virol Sin 2024; 39:840-842. [PMID: 39209109 PMCID: PMC11738774 DOI: 10.1016/j.virs.2024.08.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2024] [Accepted: 08/23/2024] [Indexed: 09/04/2024] Open
Abstract
•We detected a rabies virus (RABV) in a fox's death case within 6 h upon sample receipt using nanopore direct sequencing. •The virus belongs to AL2 sub-lineage, suggesting a high risk of fox-related AL2 RABV on the northeastern border of China. •Nanopore sequencing showed less sensitivity and accuracy, though it helped us rapidly identify the cause of death.
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Affiliation(s)
- Yuhang Liu
- Changchun Veterinary Research Institute, Chinese Academy of Agricultural Sciences, State Key Laboratory of Pathogen and Biosecurity, Key Laboratory of Jilin Province for Zoonosis Prevention and Control, Changchun, 130122, China
| | - Zhiqiang Liu
- Provincial Wildlife Disease Monitoring Station of Shuanghe, Xunke, 164400, China
| | - Jian Li
- Provincial Wildlife Disease Monitoring Station of Shuanghe, Xunke, 164400, China
| | - Xiaomin Yan
- Changchun Veterinary Research Institute, Chinese Academy of Agricultural Sciences, State Key Laboratory of Pathogen and Biosecurity, Key Laboratory of Jilin Province for Zoonosis Prevention and Control, Changchun, 130122, China
| | - Weidi Xu
- Changchun Veterinary Research Institute, Chinese Academy of Agricultural Sciences, State Key Laboratory of Pathogen and Biosecurity, Key Laboratory of Jilin Province for Zoonosis Prevention and Control, Changchun, 130122, China
| | - Le Yi
- Changchun Veterinary Research Institute, Chinese Academy of Agricultural Sciences, State Key Laboratory of Pathogen and Biosecurity, Key Laboratory of Jilin Province for Zoonosis Prevention and Control, Changchun, 130122, China
| | - Changchun Tu
- Changchun Veterinary Research Institute, Chinese Academy of Agricultural Sciences, State Key Laboratory of Pathogen and Biosecurity, Key Laboratory of Jilin Province for Zoonosis Prevention and Control, Changchun, 130122, China; Jiangsu Co-innovation Center for Prevention and Control of Important Animal Infectious Diseases and Zoonosis, Yangzhou University, Yangzhou, 225009, China
| | - Biao He
- Changchun Veterinary Research Institute, Chinese Academy of Agricultural Sciences, State Key Laboratory of Pathogen and Biosecurity, Key Laboratory of Jilin Province for Zoonosis Prevention and Control, Changchun, 130122, China.
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Crispo M, Muñoz MC, Lacroix F, Kheyi MR, Delverdier M, Croville G, Dirat M, Gaide N, Guerin JL, Le Loc'h G. Pathological investigation of high pathogenicity avian influenza H5N8 in captive houbara bustards (Chlamydotis undulata), the United Arab Emirates 2020. Sci Rep 2024; 14:4235. [PMID: 38378877 PMCID: PMC10879111 DOI: 10.1038/s41598-024-54884-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Accepted: 02/17/2024] [Indexed: 02/22/2024] Open
Abstract
At the end of 2020, an outbreak of HPAI H5N8 was registered in captive African houbara bustards (Chlamydotis undulata) in the United Arab Emirates. In order to better understand the pathobiology of this viral infection in bustards, a comprehensive pathological characterization was performed. A total of six birds were selected for necropsy, histopathology, immunohistochemistry, RNAscope in situ hybridization and RT-qPCR and nanopore sequencing on formalin-fixed and paraffin-embedded (FFPE) tissue blocks. Gross lesions included mottled and/or hemorrhagic pancreas, spleen and liver and fibrinous deposits on air sacs and intestine. Necrotizing pancreatitis, splenitis and concurrent vasculitis, hepatitis and fibrino-heterophilic peritonitis were identified, microscopically. Viral antigens (nucleoprotein) and RNAs (matrix gene) were both detected within necro-inflammatory foci, parenchymal cells, stromal cells and endothelial cells of affected organs, including the myenteric plexus. Molecular analysis of FFPE blocks successfully detected HPAI H5N8, further confirming its involvement in the lesions observed. In conclusion, HPAI H5N8 in African houbara bustards results in hyperacute/acute forms exhibiting marked pantropism, endotheliotropism and neurotropism. In addition, our findings support the use of FFPE tissues for molecular studies of poorly characterized pathogens in exotic and endangered species, when availability of samples is limited.
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Affiliation(s)
- Manuela Crispo
- IHAP, Université de Toulouse, ENVT, INRAE, 23 Chemin des Capelles, 31076, Toulouse Cedex 3, France.
| | - Mar Carrasco Muñoz
- Reneco International Wildlife Consultants LLC, PO Box 61741, Abu Dhabi, United Arab Emirates
| | - Frédéric Lacroix
- Reneco International Wildlife Consultants LLC, PO Box 61741, Abu Dhabi, United Arab Emirates
| | - Mohamed-Reda Kheyi
- Reneco International Wildlife Consultants LLC, PO Box 61741, Abu Dhabi, United Arab Emirates
| | - Maxence Delverdier
- IHAP, Université de Toulouse, ENVT, INRAE, 23 Chemin des Capelles, 31076, Toulouse Cedex 3, France
| | - Guillaume Croville
- IHAP, Université de Toulouse, ENVT, INRAE, 23 Chemin des Capelles, 31076, Toulouse Cedex 3, France
| | - Malorie Dirat
- IHAP, Université de Toulouse, ENVT, INRAE, 23 Chemin des Capelles, 31076, Toulouse Cedex 3, France
| | - Nicolas Gaide
- IHAP, Université de Toulouse, ENVT, INRAE, 23 Chemin des Capelles, 31076, Toulouse Cedex 3, France
| | - Jean Luc Guerin
- IHAP, Université de Toulouse, ENVT, INRAE, 23 Chemin des Capelles, 31076, Toulouse Cedex 3, France
| | - Guillaume Le Loc'h
- IHAP, Université de Toulouse, ENVT, INRAE, 23 Chemin des Capelles, 31076, Toulouse Cedex 3, France
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