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Yang XY, Huang JS, Gong QL, Sun JM, Li YJ, Liu B, Zhang YM, Shi CW, Yang GL, Yang WT, Wang CF. SARS-CoV-2 prevalence in wildlife 2020-2022: a worldwide systematic review and meta-analysis. Microbes Infect 2024; 26:105350. [PMID: 38723999 DOI: 10.1016/j.micinf.2024.105350] [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: 12/17/2023] [Revised: 04/12/2024] [Accepted: 05/03/2024] [Indexed: 05/26/2024]
Abstract
The widespread transmission of SARS-CoV-2 in humans poses a serious threat to public health security, and a growing number of studies have discovered that SARS-CoV-2 infection in wildlife and mutate over time. This article mainly reports the first systematic review and meta-analysis of the prevalence of SARS-CoV-2 in wildlife. The pooled prevalence of the 29 included articles was calculated by us using a random effects model (22.9%) with a high heterogeneity (I2 = 98.7%, p = 0.00). Subgroup analysis and univariate regression analysis found potential risk factors contributing to heterogeneity were country, wildlife species, sample type, longitude, and precipitation. In addition, the prevalence of SARS-CoV-2 in wildlife increased gradually over time. Consequently, it is necessary to comprehensively analyze the risk factors of SARS-CoV-2 infection in wildlife and develop effective control policies, as well as to monitor the mutation of SARS-CoV-2 in wildlife at all times to reduce the risk of SARS-CoV-2 transmission among different species.
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Affiliation(s)
- Xue-Yao Yang
- College of Veterinary Medicine, Jilin Provincial Engineering Research Center of Animal Probiotics, Jilin Provincial Key Laboratory of Animal Microecology and Healthy Breeding, Engineering Research Center of Microecological Vaccines (Drugs) for Major Animal Diseases, Ministry of Education, Jilin Agricultural University, Changchun, 130118, China
| | - Jing-Shu Huang
- College of Veterinary Medicine, Jilin Provincial Engineering Research Center of Animal Probiotics, Jilin Provincial Key Laboratory of Animal Microecology and Healthy Breeding, Engineering Research Center of Microecological Vaccines (Drugs) for Major Animal Diseases, Ministry of Education, Jilin Agricultural University, Changchun, 130118, China
| | - Qing-Long Gong
- College of Veterinary Medicine, Jilin Provincial Engineering Research Center of Animal Probiotics, Jilin Provincial Key Laboratory of Animal Microecology and Healthy Breeding, Engineering Research Center of Microecological Vaccines (Drugs) for Major Animal Diseases, Ministry of Education, Jilin Agricultural University, Changchun, 130118, China
| | - Jin-Mei Sun
- College of Veterinary Medicine, Jilin Provincial Engineering Research Center of Animal Probiotics, Jilin Provincial Key Laboratory of Animal Microecology and Healthy Breeding, Engineering Research Center of Microecological Vaccines (Drugs) for Major Animal Diseases, Ministry of Education, Jilin Agricultural University, Changchun, 130118, China
| | - Yan-Jin Li
- College of Veterinary Medicine, Jilin Provincial Engineering Research Center of Animal Probiotics, Jilin Provincial Key Laboratory of Animal Microecology and Healthy Breeding, Engineering Research Center of Microecological Vaccines (Drugs) for Major Animal Diseases, Ministry of Education, Jilin Agricultural University, Changchun, 130118, China
| | - Bing Liu
- College of Veterinary Medicine, Jilin Provincial Engineering Research Center of Animal Probiotics, Jilin Provincial Key Laboratory of Animal Microecology and Healthy Breeding, Engineering Research Center of Microecological Vaccines (Drugs) for Major Animal Diseases, Ministry of Education, Jilin Agricultural University, Changchun, 130118, China
| | - Yu-Meng Zhang
- College of Veterinary Medicine, Jilin Provincial Engineering Research Center of Animal Probiotics, Jilin Provincial Key Laboratory of Animal Microecology and Healthy Breeding, Engineering Research Center of Microecological Vaccines (Drugs) for Major Animal Diseases, Ministry of Education, Jilin Agricultural University, Changchun, 130118, China
| | - Chun-Wei Shi
- College of Veterinary Medicine, Jilin Provincial Engineering Research Center of Animal Probiotics, Jilin Provincial Key Laboratory of Animal Microecology and Healthy Breeding, Engineering Research Center of Microecological Vaccines (Drugs) for Major Animal Diseases, Ministry of Education, Jilin Agricultural University, Changchun, 130118, China
| | - Gui-Lian Yang
- College of Veterinary Medicine, Jilin Provincial Engineering Research Center of Animal Probiotics, Jilin Provincial Key Laboratory of Animal Microecology and Healthy Breeding, Engineering Research Center of Microecological Vaccines (Drugs) for Major Animal Diseases, Ministry of Education, Jilin Agricultural University, Changchun, 130118, China
| | - Wen-Tao Yang
- College of Veterinary Medicine, Jilin Provincial Engineering Research Center of Animal Probiotics, Jilin Provincial Key Laboratory of Animal Microecology and Healthy Breeding, Engineering Research Center of Microecological Vaccines (Drugs) for Major Animal Diseases, Ministry of Education, Jilin Agricultural University, Changchun, 130118, China
| | - Chun-Feng Wang
- College of Veterinary Medicine, Jilin Provincial Engineering Research Center of Animal Probiotics, Jilin Provincial Key Laboratory of Animal Microecology and Healthy Breeding, Engineering Research Center of Microecological Vaccines (Drugs) for Major Animal Diseases, Ministry of Education, Jilin Agricultural University, Changchun, 130118, China.
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2
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Agusi ER, Schön J, Allendorf V, Eze EA, Asala O, Shittu I, Balkema-Buschmann A, Wernike K, Tekki I, Ofua M, Adefegha O, Olubade O, Ogunmolawa O, Dietze K, Globig A, Hoffmann D, Meseko CA. SARS-CoV and SARS-CoV -2 cross-reactive antibodies in domestic animals and wildlife in Nigeria suggest circulation of sarbecoviruses. One Health 2024; 18:100709. [PMID: 38533194 PMCID: PMC10963646 DOI: 10.1016/j.onehlt.2024.100709] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Accepted: 03/11/2024] [Indexed: 03/28/2024] Open
Abstract
Anthropogenic exposure of domestic animals, as well as wildlife, can result in zoonotic transmission events with known and unknown pathogens including sarbecoviruses. During the COVID-19 pandemic, SARS-CoV-2 infections in animals, most likely resulting from spill-over from humans, have been documented worldwide. However, only limited information is available for Africa. The anthropozoonotic transmission from humans to animals, followed by further inter- and intraspecies propagation may contribute to viral evolution, and thereby subsequently alter the epidemiological patterns of transmission. To shed light on the possible role of domestic animals and wildlife in the ecology and epidemiology of sarbecoviruses in Nigeria, and to analyze the possible circulation of other, undiscovered, but potentially zoonotic sarbecoviruses in animals, we tested 504 serum samples from dogs, rabbits, bats, and pangolins collected between December 2020 and April 2022. The samples were analyzed using an indirect multi-species enzyme-linked immunosorbent assay (ELISA) based on the receptor binding domain (RBD) of SARS-CoV and SARS-CoV -2, respectively. ELISA reactive sera were further analyzed by highly specific virus neutralization test and indirect immunofluorescence assay for confirmation of the presence of antibodies. In this study, we found SARS-CoV reactive antibodies in 16 (11.5%) dogs, 7 (2.97%) rabbits, 2 (7.7%) pangolins and SARS-CoV-2 reactive antibodies in 20 (13.4%) dogs, 6 (2.5%) rabbits and 2 (7.7%) pangolins, respectively. Interestingly, 2 (2.3%) bat samples were positive only for SARS-CoV RBD reactive antibodies. These serological findings of SARS-CoV and/or SARS-CoV-2 infections in both domestic animals and wildlife indicates exposure to sarbecoviruses and requires further One Health-oriented research on the potential reservoir role that different species might play in the ecology and epidemiology of coronaviruses at the human-animal interface.
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Affiliation(s)
- Ebere R Agusi
- National Veterinary Research Institute, Vom, Nigeria
- University of Nigeria, Nsukka, Nigeria
| | - Jacob Schön
- Friedrich-Loeffler-Institut, Federal Research Institute for Animal Health, Greifswald, Isle of Riems, Germany
| | - Valerie Allendorf
- Friedrich-Loeffler-Institut, Federal Research Institute for Animal Health, Greifswald, Isle of Riems, Germany
| | | | | | | | - Anne Balkema-Buschmann
- Friedrich-Loeffler-Institut, Federal Research Institute for Animal Health, Greifswald, Isle of Riems, Germany
| | - Kerstin Wernike
- Friedrich-Loeffler-Institut, Federal Research Institute for Animal Health, Greifswald, Isle of Riems, Germany
| | - Ishaya Tekki
- National Veterinary Research Institute, Vom, Nigeria
| | - Mark Ofua
- SaintMarks-Lagos Urban Forest Sanctuary Initiative (LUFASI), Lagos, Nigeria
| | | | | | | | - Klaas Dietze
- Friedrich-Loeffler-Institut, Federal Research Institute for Animal Health, Greifswald, Isle of Riems, Germany
| | - Anja Globig
- Friedrich-Loeffler-Institut, Federal Research Institute for Animal Health, Greifswald, Isle of Riems, Germany
| | - Donata Hoffmann
- Friedrich-Loeffler-Institut, Federal Research Institute for Animal Health, Greifswald, Isle of Riems, Germany
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3
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Boggiatto PM, Buckley A, Cassmann ED, Seger H, Olsen SC, Palmer MV. Persistence of viral RNA in North American elk experimentally infected with an ancestral strain of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Sci Rep 2024; 14:11171. [PMID: 38750049 PMCID: PMC11096316 DOI: 10.1038/s41598-024-61414-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Accepted: 05/06/2024] [Indexed: 05/18/2024] Open
Abstract
White-tailed deer (Odocoileus virginianus) have emerged as a reservoir host for SARS-CoV-2 given their susceptibility to infection and demonstrated high rates of seroprevalence and infection across the United States. As SARS-CoV-2 circulates within free-ranging white-tailed deer populations, there is the risk of transmission to other wildlife species and even back to the human population. The goal of this study was to determine the susceptibility, shedding, and immune response of North American elk (Cervus elaphus canadensis) to experimental infection with SARS-CoV-2, to determine if another wide-ranging cervid species could potentially serve as a reservoir host for the virus. Here we demonstrate that while North American elk do not develop clinical signs of disease, they do develop a neutralizing antibody response to infection, suggesting the virus is capable of replicating in this mammalian host. Additionally, we demonstrate SARS-CoV-2 RNA presence in the medial retropharyngeal lymph nodes of infected elk three weeks after experimental infection. Consistent with previous observations in humans, these data may highlight a mechanism of viral persistence for SARS-CoV-2 in elk.
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Affiliation(s)
- Paola M Boggiatto
- Infectious Bacterial Diseases Research Unit, National Animal Disease Center, USDA, Agricultural Research Service, Ames, IA, USA.
| | - Alexandra Buckley
- Virus and Prion Research Unit, National Animal Disease Center, USDA, Agricultural Research, Ames, IA, USA
| | - Eric D Cassmann
- Virus and Prion Research Unit, National Animal Disease Center, USDA, Agricultural Research, Ames, IA, USA
| | - Hannah Seger
- Virus and Prion Research Unit, National Animal Disease Center, USDA, Agricultural Research, Ames, IA, USA
- Oak Ridge Institute for Science and Education, 1299 Bethel Valley Rd., Oak Ridge, TN, 37830, USA
| | - Steven C Olsen
- Infectious Bacterial Diseases Research Unit, National Animal Disease Center, USDA, Agricultural Research Service, Ames, IA, USA
| | - Mitchell V Palmer
- Infectious Bacterial Diseases Research Unit, National Animal Disease Center, USDA, Agricultural Research Service, Ames, IA, USA
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4
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Raya S, Malla B, Shrestha S, Sthapit N, Kattel H, Sharma ST, Tuladhar R, Maharjan R, Takeda T, Kitajima M, Tandukar S, Haramoto E. Quantification of multiple respiratory viruses in wastewater in the Kathmandu Valley, Nepal: Potential implications of wastewater-based epidemiology for community disease surveillance in developing countries. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 920:170845. [PMID: 38340866 DOI: 10.1016/j.scitotenv.2024.170845] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Revised: 02/04/2024] [Accepted: 02/07/2024] [Indexed: 02/12/2024]
Abstract
Despite being the major cause of death, clinical surveillance of respiratory viruses at the community level is very passive, especially in developing countries. This study focused on the surveillance of three respiratory viruses [severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), influenza A virus (IFV-A), and respiratory syncytial virus (RSV)] in the Kathmandu Valley, Nepal, by implication of wastewater-based epidemiology (WBE). Fifty-one untreated wastewater samples were from two wastewater treatment plants (WWTPs) between April and October 2022. Among eight combinations of the pre-evaluated methods, the combination of concentration by simple centrifugation, pretreatment by DNA/RNA Shield (Zymo Research), and extraction by the QIAamp Viral RNA Mini Kit (QIAGEN) showed the best performance for detecting respiratory viruses. Using this method with a one-step reverse transcription-quantitative polymerase chain reaction (RT-qPCR), SARS-CoV-2 RNA was successfully detected from both WWTPs (positive ratio, 100 % and 81 %) at concentrations of 5.6 ± 0.6 log10 copies/L from each WWTP. Forty-six SARS-CoV-2 RNA-positive samples were further tested for three mutation site-specific one-step RT-qPCR (L452R, T478K, and E484A/G339D), where G339D/E484A mutations were frequently detected in both WWTPs (96 %). IFV-A RNA was more frequently detected in WWTP A (84 %) compared to WWTP B (38 %). RSV RNA was also detected in both WWTPs (28 % and 8 %, respectively). This is the first study on detecting IFV-A and RSV in wastewater in Nepal, showing the applicability and importance of WBE for respiratory viruses in developing countries where clinical data are lacking.
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Affiliation(s)
- Sunayana Raya
- Department of Engineering, University of Yamanashi, 4-3-11 Takeda, Kofu, Yamanashi 400-8511, Japan
| | - Bikash Malla
- Interdisciplinary Center for River Basin Environment, University of Yamanashi, 4-3-11 Takeda, Kofu, Yamanashi 400-8511, Japan
| | - Sadhana Shrestha
- Interdisciplinary Center for River Basin Environment, University of Yamanashi, 4-3-11 Takeda, Kofu, Yamanashi 400-8511, Japan
| | - Niva Sthapit
- Interdisciplinary Center for River Basin Environment, University of Yamanashi, 4-3-11 Takeda, Kofu, Yamanashi 400-8511, Japan
| | - Hari Kattel
- Department of Microbiology, Tribhuvan University Teaching Hospital, Kathmandu, Nepal
| | - Sangita Tara Sharma
- Department of Microbiology, Tribhuvan University Teaching Hospital, Kathmandu, Nepal
| | - Reshma Tuladhar
- Department of Microbiology, Tribhuvan University, Kathmandu, Nepal
| | - Rabin Maharjan
- Department of Civil Engineering, Institute of Engineering, Tribhuvan University, Lalitpur, Nepal
| | - Tomoko Takeda
- Department of Earth and Planetary Science, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, Japan.
| | - Masaaki Kitajima
- Division of Environmental Engineering, Hokkaido University, North 13 West 8, Kita-ku, Sapporo, Hokkaido 060-8628, Japan.
| | | | - Eiji Haramoto
- Interdisciplinary Center for River Basin Environment, University of Yamanashi, 4-3-11 Takeda, Kofu, Yamanashi 400-8511, Japan.
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Carossino M, Izadmehr S, Trujillo JD, Gaudreault NN, Dittmar W, Morozov I, Balasuriya UBR, Cordon-Cardo C, García-Sastre A, Richt JA. ACE2 and TMPRSS2 distribution in the respiratory tract of different animal species and its correlation with SARS-CoV-2 tissue tropism. Microbiol Spectr 2024; 12:e0327023. [PMID: 38230954 PMCID: PMC10846196 DOI: 10.1128/spectrum.03270-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Accepted: 12/08/2023] [Indexed: 01/18/2024] Open
Abstract
A wide range of animal species show variable susceptibility to SARS-CoV-2; however, host factors associated with varied susceptibility remain to be defined. Here, we examined whether susceptibility to SARS-CoV-2 and virus tropism in different animal species are dependent on the expression and distribution of the virus receptor angiotensin-converting enzyme 2 (ACE2) and the host cell factor transmembrane serine protease 2 (TMPRSS2). We cataloged the upper and lower respiratory tract of multiple animal species and humans in a tissue-specific manner and quantitatively evaluated the distribution and abundance of ACE2 and TMPRSS2 mRNA in situ. Our results show that: (i) ACE2 and TMPRSS2 mRNA are abundant in the conduction portion of the respiratory tract, (ii) ACE2 mRNA occurs at a lower abundance compared to TMPRSS2 mRNA, (iii) co-expression of ACE2-TMPRSS2 mRNAs is highest in those species with the highest susceptibility to SARS-CoV-2 infection (i.e., cats, Syrian hamsters, and white-tailed deer), and (iv) expression of ACE2 and TMPRSS2 mRNA was not altered following SARS-CoV-2 infection. Our results demonstrate that while specific regions of the respiratory tract are enriched in ACE2 and TMPRSS2 mRNAs in different animal species, this is only a partial determinant of susceptibility to SARS-CoV-2 infection.IMPORTANCESARS-CoV-2 infects a wide array of domestic and wild animals, raising concerns regarding its evolutionary dynamics in animals and potential for spillback transmission of emerging variants to humans. Hence, SARS-CoV-2 infection in animals has significant public health relevance. Host factors determining animal susceptibility to SARS-CoV-2 are vastly unknown, and their characterization is critical to further understand susceptibility and viral dynamics in animal populations and anticipate potential spillback transmission. Here, we quantitatively assessed the distribution and abundance of the two most important host factors, angiotensin-converting enzyme 2 and transmembrane serine protease 2, in the respiratory tract of various animal species and humans. Our results demonstrate that while specific regions of the respiratory tract are enriched in these two host factors, they are only partial determinants of susceptibility. Detailed analysis of additional host factors is critical for our understanding of the underlying mechanisms governing viral susceptibility and reservoir hosts.
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Affiliation(s)
- Mariano Carossino
- Department of Pathobiological Sciences and Louisiana Animal Disease Diagnostic Laboratory, School of Veterinary Medicine, Louisiana State University, Baton Rouge, Louisiana, USA
| | - Sudeh Izadmehr
- Department of Pathology, Molecular, and Cell-Based Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Jessie D. Trujillo
- Department of Diagnostic Medicine/Pathobiology, College of Veterinary Medicine, Kansas State University, Manhattan, Kansas, USA
| | - Natasha N. Gaudreault
- Department of Diagnostic Medicine/Pathobiology, College of Veterinary Medicine, Kansas State University, Manhattan, Kansas, USA
| | - Wellesley Dittmar
- Department of Pathobiological Sciences and Louisiana Animal Disease Diagnostic Laboratory, School of Veterinary Medicine, Louisiana State University, Baton Rouge, Louisiana, USA
| | - Igor Morozov
- Department of Diagnostic Medicine/Pathobiology, College of Veterinary Medicine, Kansas State University, Manhattan, Kansas, USA
| | - Udeni B. R. Balasuriya
- Department of Pathobiological Sciences and Louisiana Animal Disease Diagnostic Laboratory, School of Veterinary Medicine, Louisiana State University, Baton Rouge, Louisiana, USA
| | - Carlos Cordon-Cardo
- Department of Pathology, Molecular, and Cell-Based Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Adolfo García-Sastre
- Department of Pathology, Molecular, and Cell-Based Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Global Health and Emerging Pathogens Institute, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Department of Medicine, Division of Infectious Diseases, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Juergen A. Richt
- Department of Diagnostic Medicine/Pathobiology, College of Veterinary Medicine, Kansas State University, Manhattan, Kansas, USA
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Khalil AM, Martinez-Sobrido L, Mostafa A. Zoonosis and zooanthroponosis of emerging respiratory viruses. Front Cell Infect Microbiol 2024; 13:1232772. [PMID: 38249300 PMCID: PMC10796657 DOI: 10.3389/fcimb.2023.1232772] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Accepted: 12/11/2023] [Indexed: 01/23/2024] Open
Abstract
Lung infections in Influenza-Like Illness (ILI) are triggered by a variety of respiratory viruses. All human pandemics have been caused by the members of two major virus families, namely Orthomyxoviridae (influenza A viruses (IAVs); subtypes H1N1, H2N2, and H3N2) and Coronaviridae (severe acute respiratory syndrome coronavirus 2, SARS-CoV-2). These viruses acquired some adaptive changes in a known intermediate host including domestic birds (IAVs) or unknown intermediate host (SARS-CoV-2) following transmission from their natural reservoirs (e.g. migratory birds or bats, respectively). Verily, these acquired adaptive substitutions facilitated crossing species barriers by these viruses to infect humans in a phenomenon that is known as zoonosis. Besides, these adaptive substitutions aided the variant strain to transmit horizontally to other contact non-human animal species including pets and wild animals (zooanthroponosis). Herein we discuss the main zoonotic and reverse-zoonosis events that occurred during the last two pandemics of influenza A/H1N1 and SARS-CoV-2. We also highlight the impact of interspecies transmission of these pandemic viruses on virus evolution and possible prophylactic and therapeutic interventions. Based on information available and presented in this review article, it is important to close monitoring viral zoonosis and viral reverse zoonosis of pandemic strains within a One-Health and One-World approach to mitigate their unforeseen risks, such as virus evolution and resistance to limited prophylactic and therapeutic interventions.
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Affiliation(s)
- Ahmed Magdy Khalil
- Disease Intervention & Prevention and Host Pathogen Interactions Programs, Texas Biomedical Research Institute, San Antonio, TX, United States
- Department of Zoonotic Diseases, Faculty of Veterinary Medicine, Zagazig University, Zagazig, Egypt
| | - Luis Martinez-Sobrido
- Disease Intervention & Prevention and Host Pathogen Interactions Programs, Texas Biomedical Research Institute, San Antonio, TX, United States
| | - Ahmed Mostafa
- Disease Intervention & Prevention and Host Pathogen Interactions Programs, Texas Biomedical Research Institute, San Antonio, TX, United States
- Center of Scientific Excellence for Influenza Viruses, Water Pollution Research Department, Environment and Climate Change Research Institute, National Research Centre, Giza, Egypt
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Zhao J, Kang M, Wu H, Sun B, Baele G, He WT, Lu M, Suchard MA, Ji X, He N, Su S, Veit M. Risk assessment of SARS-CoV-2 replicating and evolving in animals. Trends Microbiol 2024; 32:79-92. [PMID: 37541811 DOI: 10.1016/j.tim.2023.07.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 07/03/2023] [Accepted: 07/05/2023] [Indexed: 08/06/2023]
Abstract
The retransmissions of SARS-CoV-2 from several mammals - primarily mink and white-tailed deer - to humans have raised concerns for the emergence of a new animal-derived SARS-CoV-2 variant to worsen the pandemic. Here, we discuss animal species that are susceptible to natural or experimental infection with SARS-CoV-2 and can transmit the virus to mates or humans. We describe cutting-edge techniques to assess the impact of a mutation in the viral spike (S) protein on its receptor and on antibody binding. Our review of spike sequences of animal-derived viruses identified nine unique amino acid exchanges in the receptor-binding domain (RBD) that are not present in any variant of concern (VOC). These mutations are present in SARS-CoV-2 found in companion animals such as dogs and cats, and they exhibit a higher frequency in SARS-CoV-2 found in mink and white-tailed deer, suggesting that sustained transmissions may contribute to maintaining novel mutations. Four of these exchanges, such as Leu452Met, could undermine acquired immune protection in humans while maintaining high affinity for the human angiotensin-converting enzyme 2 (ACE2) receptor. Finally, we discuss important avenues of future research into animal-derived viruses with public health risks.
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Affiliation(s)
- Jin Zhao
- Shanghai Institute of Infectious Disease and Biosecurity, School of Public Health, Fudan University, Shanghai, China
| | - Mei Kang
- Shanghai Institute of Infectious Disease and Biosecurity, School of Public Health, Fudan University, Shanghai, China; Clinical Research Center, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Hongyan Wu
- Shanghai Institute of Infectious Disease and Biosecurity, School of Public Health, Fudan University, Shanghai, China
| | - Bowen Sun
- Shanghai Institute of Infectious Disease and Biosecurity, School of Public Health, Fudan University, Shanghai, China
| | - Guy Baele
- Department of Microbiology, Immunology, and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium
| | - Wan-Ting He
- School of Pharmacy, China Pharmaceutical University, Nanjing, China.
| | - Meng Lu
- Shanghai Institute of Infectious Disease and Biosecurity, School of Public Health, Fudan University, Shanghai, China
| | - Marc A Suchard
- Department of Biostatistics, Fielding School of Public Health, University of California Los Angeles, Los Angeles, CA, USA; Department of Biomathematics, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, USA
| | - Xiang Ji
- Department of Mathematics, School of Science and Engineering, Tulane University, New Orleans, LA, USA
| | - Na He
- Shanghai Institute of Infectious Disease and Biosecurity, School of Public Health, Fudan University, Shanghai, China
| | - Shuo Su
- Shanghai Institute of Infectious Disease and Biosecurity, School of Public Health, Fudan University, Shanghai, China.
| | - Michael Veit
- Institute for Virology, Center for Infection Medicine, Veterinary Faculty, Free University Berlin, Berlin, Germany.
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8
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Apaa T, Withers AJ, Mackenzie L, Staley C, Dessi N, Blanchard A, Bennett M, Bremner-Harrison S, Chadwick EA, Hailer F, Harrison SWR, Lambin X, Loose M, Mathews F, Tarlinton R. Lack of detection of SARS-CoV-2 in British wildlife 2020-21 and first description of a stoat ( Mustela erminea) Minacovirus. J Gen Virol 2023; 104:001917. [PMID: 38059490 PMCID: PMC10770931 DOI: 10.1099/jgv.0.001917] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Accepted: 10/23/2023] [Indexed: 12/08/2023] Open
Abstract
Repeat spillover of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) into new hosts has highlighted the critical role of cross-species transmission of coronaviruses and establishment of new reservoirs of virus in pandemic and epizootic spread of coronaviruses. Species particularly susceptible to SARS-CoV-2 spillover include Mustelidae (mink, ferrets and related animals), cricetid rodents (hamsters and related animals), felids (domestic cats and related animals) and white-tailed deer. These predispositions led us to screen British wildlife with sarbecovirus-specific quantitative PCR and pan coronavirus PCR assays for SARS-CoV-2 using samples collected during the human pandemic to establish if widespread spillover was occurring. Fourteen wildlife species (n=402) were tested, including: two red foxes (Vulpes vulpes), 101 badgers (Meles meles), two wild American mink (Neogale vison), 41 pine marten (Martes martes), two weasels (Mustela nivalis), seven stoats (Mustela erminea), 108 water voles (Arvicola amphibius), 39 bank voles (Myodes glareolous), 10 field voles (Microtus agrestis), 15 wood mice (Apodemus sylvaticus), one common shrew (Sorex aranaeus), two pygmy shrews (Sorex minutus), two hedgehogs (Erinaceus europaeus) and 75 Eurasian otters (Lutra lutra). No cases of SARS-CoV-2 were detected in any animals, but a novel minacovirus related to mink and ferret alphacoronaviruses was detected in stoats recently introduced to the Orkney Islands. This group of viruses is of interest due to pathogenicity in ferrets. The impact of this virus on the health of stoat populations remains to be established.
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Affiliation(s)
- Ternenge Apaa
- School of Veterinary Medicine and Science, University of Nottingham, Sutton Bonington, UK
- Animal and Plant Health Agency, Addlestone, Surrey, UK
| | - Amy J. Withers
- School of Veterinary Medicine and Science, University of Nottingham, Sutton Bonington, UK
- Animal and Plant Health Agency, Addlestone, Surrey, UK
| | - Laura Mackenzie
- School of Biological Sciences, University of Aberdeen, Aberdeen, UK
| | - Ceri Staley
- School of Veterinary Medicine and Science, University of Nottingham, Sutton Bonington, UK
| | - Nicola Dessi
- National Wildlife Management Centre, Animal and Plant Health Agency, Sand Hutton, York, UK
| | - Adam Blanchard
- School of Veterinary Medicine and Science, University of Nottingham, Sutton Bonington, UK
| | - Malcolm Bennett
- School of Veterinary Medicine and Science, University of Nottingham, Sutton Bonington, UK
| | - Samantha Bremner-Harrison
- School of Animal, Rural and Environmental Sciences, Nottingham Trent University, Southwell, UK
- Vincent Wildlife Trust, Eastnor, Ledbury, UK
| | | | - Frank Hailer
- Organisms and Environment, School of Biosciences, Cardiff University, Cardiff, UK
| | - Stephen W. R. Harrison
- School of Animal, Rural and Environmental Sciences, Nottingham Trent University, Southwell, UK
| | - Xavier Lambin
- School of Biological Sciences, University of Aberdeen, Aberdeen, UK
| | - Matthew Loose
- School of Life Sciences, University of Nottingham, Nottingham, UK
| | - Fiona Mathews
- School of Life Sciences, University of Sussex, Sussex, UK
| | - Rachael Tarlinton
- School of Veterinary Medicine and Science, University of Nottingham, Sutton Bonington, UK
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9
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Earnest R, Hahn AM, Feriancek NM, Brandt M, Filler RB, Zhao Z, Breban MI, Vogels CBF, Chen NFG, Koch RT, Porzucek AJ, Sodeinde A, Garbiel A, Keanna C, Litwak H, Stuber HR, Cantoni JL, Pitzer VE, Olarte Castillo XA, Goodman LB, Wilen CB, Linske MA, Williams SC, Grubaugh ND. Survey of white-footed mice in Connecticut, USA reveals low SARS-CoV-2 seroprevalence and infection with divergent betacoronaviruses. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.09.22.559030. [PMID: 37808797 PMCID: PMC10557615 DOI: 10.1101/2023.09.22.559030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/10/2023]
Abstract
Diverse mammalian species display susceptibility to and infection with SARS-CoV-2. Potential SARS-CoV-2 spillback into rodents is understudied despite their host role for numerous zoonoses and human proximity. We assessed exposure and infection among white-footed mice (Peromyscus leucopus) in Connecticut, USA. We observed 1% (6/540) wild-type neutralizing antibody seroprevalence among 2020-2022 residential mice with no cross-neutralization of variants. We detected no SARS-CoV-2 infections via RT-qPCR, but identified non-SARS-CoV-2 betacoronavirus infections via pan-coronavirus PCR among 1% (5/468) of residential mice. Sequencing revealed two divergent betacoronaviruses, preliminarily named Peromyscus coronavirus-1 and -2. Both belong to the Betacoronavirus 1 species and are ~90% identical to the closest known relative, Porcine hemagglutinating encephalomyelitis virus. Low SARS-CoV-2 seroprevalence suggests white-footed mice may not be sufficiently susceptible or exposed to SARS-CoV-2 to present a long-term human health risk. However, the discovery of divergent, non-SARS-CoV-2 betacoronaviruses expands the diversity of known rodent coronaviruses and further investigation is required to understand their transmission extent.
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Affiliation(s)
- Rebecca Earnest
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Anne M Hahn
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Nicole M Feriancek
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Matthew Brandt
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Renata B Filler
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT 06520, USA
- Department of Immunobiology, Yale School of Medicine, New Haven, CT 06520, USA
| | - Zhe Zhao
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT 06520, USA
- Department of Immunobiology, Yale School of Medicine, New Haven, CT 06520, USA
| | - Mallery I Breban
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Chantal B F Vogels
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Nicholas F G Chen
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Robert T Koch
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Abbey J Porzucek
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Afeez Sodeinde
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Alexa Garbiel
- Department of Environmental Science and Forestry, The Connecticut Agricultural Experiment Station, New Haven, CT 06511, USA
| | - Claire Keanna
- Department of Environmental Science and Forestry, The Connecticut Agricultural Experiment Station, New Haven, CT 06511, USA
| | - Hannah Litwak
- Department of Environmental Science and Forestry, The Connecticut Agricultural Experiment Station, New Haven, CT 06511, USA
| | - Heidi R Stuber
- Department of Entomology, The Connecticut Agricultural Experiment Station, New Haven, CT 06511, USA
| | - Jamie L Cantoni
- Department of Entomology, The Connecticut Agricultural Experiment Station, New Haven, CT 06511, USA
| | - Virginia E Pitzer
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Ximena A Olarte Castillo
- Department of Microbiology and Immunology, Cornell University College of Veterinary Medicine, Ithaca, NY 14853
| | - Laura B Goodman
- Department of Public & Ecosystem Health, Cornell University College of Veterinary Medicine, Ithaca, NY 14853
| | - Craig B Wilen
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT 06520, USA
- Department of Immunobiology, Yale School of Medicine, New Haven, CT 06520, USA
| | - Megan A Linske
- Department of Entomology, The Connecticut Agricultural Experiment Station, New Haven, CT 06511, USA
| | - Scott C Williams
- Department of Environmental Science and Forestry, The Connecticut Agricultural Experiment Station, New Haven, CT 06511, USA
| | - Nathan D Grubaugh
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT 06510, USA
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10
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Zhao Y, Wong SWK. A comparative study of compartmental models for COVID-19 transmission in Ontario, Canada. Sci Rep 2023; 13:15050. [PMID: 37700081 PMCID: PMC10497623 DOI: 10.1038/s41598-023-42043-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Accepted: 09/04/2023] [Indexed: 09/14/2023] Open
Abstract
The number of confirmed COVID-19 cases reached over 1.3 million in Ontario, Canada by June 4, 2022. The continued spread of the virus underlying COVID-19 has been spurred by the emergence of variants since the initial outbreak in December, 2019. Much attention has thus been devoted to tracking and modelling the transmission of COVID-19. Compartmental models are commonly used to mimic epidemic transmission mechanisms and are easy to understand. Their performance in real-world settings, however, needs to be more thoroughly assessed. In this comparative study, we examine five compartmental models-four existing ones and an extended model that we propose-and analyze their ability to describe COVID-19 transmission in Ontario from January 2022 to June 2022.
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Affiliation(s)
- Yuxuan Zhao
- Department of Statistics and Actuarial Science, University of Waterloo, Waterloo, N2L 3G1, Canada
| | - Samuel W K Wong
- Department of Statistics and Actuarial Science, University of Waterloo, Waterloo, N2L 3G1, Canada.
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11
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Despres HW, Mills MG, Schmidt MM, Gov J, Perez Y, Jindrich M, Crawford AML, Kohl WT, Rosenblatt E, Kubinski HC, Simmons BC, Nippes MC, Goldenberg AJ, Murtha KE, Nicoloro S, Harris MJ, Feeley AC, Gelinas TK, Cronin MK, Frederick RS, Thomas M, Johnson ME, Murphy J, Lenzini EB, Carr PA, Berger DH, Mehta SP, Floreani CJ, Koval AC, Young AL, Fish JH, Wallace J, Chaney E, Ushay G, Ross RS, Vostal EM, Thisner MC, Gonet KE, Deane OC, Pelletiere KR, Rockafeller VC, Waterman M, Barry TW, Goering CC, Shipman SD, Shiers AC, Reilly CE, Duff AM, Madruga SL, Shirley DJ, Jerome KR, Pérez-Osorio AC, Greninger AL, Fortin N, Mosher BA, Bruce EA. Surveillance of Vermont wildlife in 2021-2022 reveals no detected SARS-CoV-2 viral RNA. Sci Rep 2023; 13:14683. [PMID: 37674004 PMCID: PMC10482933 DOI: 10.1038/s41598-023-39232-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Accepted: 07/21/2023] [Indexed: 09/08/2023] Open
Abstract
Previous studies have documented natural infections of SARS-CoV-2 in various domestic and wild animals. More recently, studies have been published noting the susceptibility of members of the Cervidae family, and infections in both wild and captive cervid populations. In this study, we investigated the presence of SARS-CoV-2 in mammalian wildlife within the state of Vermont. 739 nasal or throat samples were collected from wildlife throughout the state during the 2021 and 2022 harvest season. Data was collected from red and gray foxes (Vulpes vulples and Urocyon cineroargentus, respectively), fishers (Martes pennati), river otters (Lutra canadensis), coyotes (Canis lantrans), bobcats (Lynx rufus rufus), black bears (Ursus americanus), and white-tailed deer (Odocoileus virginianus). Samples were tested for the presence of SARS-CoV-2 via quantitative RT-qPCR using the CDC N1/N2 primer set and/or the WHO-E gene primer set. Surprisingly, we initially detected a number of N1 and/or N2 positive samples with high cycle threshold values, though after conducting environmental swabbing of the laboratory and verifying with a second independent primer set (WHO-E) and PCR without reverse transcriptase, we showed that these were false positives due to plasmid contamination from a construct expressing the N gene in the general laboratory environment. Our final results indicate that no sampled wildlife were positive for SARS-CoV-2 RNA, and highlight the importance of physically separate locations for the processing of samples for surveillance and experiments that require the use of plasmid DNA containing the target RNA sequence. These negative findings are surprising, given that most published North America studies have found SARS-CoV-2 within their deer populations. The absence of SARS-CoV-2 RNA in populations sampled here may provide insights in to the various environmental and anthropogenic factors that reduce spillover and spread in North American's wildlife populations.
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Affiliation(s)
- Hannah W Despres
- Department of Microbiology and Molecular Genetics, Robert Larner, M.D. College of Medicine, University of Vermont, Burlington, VT, 05405, USA
| | - Margaret G Mills
- Virology Division, Department of Laboratory Medicine and Pathology, University of Washington, Seattle, WA, 98195, USA
| | - Madaline M Schmidt
- Department of Microbiology and Molecular Genetics, Robert Larner, M.D. College of Medicine, University of Vermont, Burlington, VT, 05405, USA
| | - Jolene Gov
- Virology Division, Department of Laboratory Medicine and Pathology, University of Washington, Seattle, WA, 98195, USA
| | - Yael Perez
- Virology Division, Department of Laboratory Medicine and Pathology, University of Washington, Seattle, WA, 98195, USA
| | - Mars Jindrich
- Virology Division, Department of Laboratory Medicine and Pathology, University of Washington, Seattle, WA, 98195, USA
| | - Allison M L Crawford
- Virology Division, Department of Laboratory Medicine and Pathology, University of Washington, Seattle, WA, 98195, USA
| | - Warren T Kohl
- Virology Division, Department of Laboratory Medicine and Pathology, University of Washington, Seattle, WA, 98195, USA
| | - Elias Rosenblatt
- Rubenstein School of Environment and Natural Resources, University of Vermont, 81 Carrigan Dr, Burlington, VT, 05405, USA
| | - Hannah C Kubinski
- Department of Microbiology and Molecular Genetics, Robert Larner, M.D. College of Medicine, University of Vermont, Burlington, VT, 05405, USA
| | - Benjamin C Simmons
- Wildlife and Fisheries Society, Wildlife Society Chapter, University of Vermont, Burlington, VT, 05405, USA
| | - Miles C Nippes
- Wildlife and Fisheries Society, Wildlife Society Chapter, University of Vermont, Burlington, VT, 05405, USA
| | - Anne J Goldenberg
- Wildlife and Fisheries Society, Wildlife Society Chapter, University of Vermont, Burlington, VT, 05405, USA
| | - Kristina E Murtha
- Wildlife and Fisheries Society, Wildlife Society Chapter, University of Vermont, Burlington, VT, 05405, USA
| | - Samantha Nicoloro
- Wildlife and Fisheries Society, Wildlife Society Chapter, University of Vermont, Burlington, VT, 05405, USA
| | - Mia J Harris
- Wildlife and Fisheries Society, Wildlife Society Chapter, University of Vermont, Burlington, VT, 05405, USA
| | - Avery C Feeley
- Wildlife and Fisheries Society, Wildlife Society Chapter, University of Vermont, Burlington, VT, 05405, USA
| | - Taylor K Gelinas
- Wildlife and Fisheries Society, Wildlife Society Chapter, University of Vermont, Burlington, VT, 05405, USA
| | - Maeve K Cronin
- Wildlife and Fisheries Society, Wildlife Society Chapter, University of Vermont, Burlington, VT, 05405, USA
| | - Robert S Frederick
- Wildlife and Fisheries Society, Wildlife Society Chapter, University of Vermont, Burlington, VT, 05405, USA
| | - Matthew Thomas
- Wildlife and Fisheries Society, Wildlife Society Chapter, University of Vermont, Burlington, VT, 05405, USA
| | - Meaghan E Johnson
- Wildlife and Fisheries Society, Wildlife Society Chapter, University of Vermont, Burlington, VT, 05405, USA
| | - James Murphy
- Wildlife and Fisheries Society, Wildlife Society Chapter, University of Vermont, Burlington, VT, 05405, USA
| | - Elle B Lenzini
- Wildlife and Fisheries Society, Wildlife Society Chapter, University of Vermont, Burlington, VT, 05405, USA
| | - Peter A Carr
- Wildlife and Fisheries Society, Wildlife Society Chapter, University of Vermont, Burlington, VT, 05405, USA
| | - Danielle H Berger
- Wildlife and Fisheries Society, Wildlife Society Chapter, University of Vermont, Burlington, VT, 05405, USA
| | - Soham P Mehta
- Wildlife and Fisheries Society, Wildlife Society Chapter, University of Vermont, Burlington, VT, 05405, USA
| | - Christopher J Floreani
- Wildlife and Fisheries Society, Wildlife Society Chapter, University of Vermont, Burlington, VT, 05405, USA
| | - Amelia C Koval
- Wildlife and Fisheries Society, Wildlife Society Chapter, University of Vermont, Burlington, VT, 05405, USA
| | - Aleah L Young
- Wildlife and Fisheries Society, Wildlife Society Chapter, University of Vermont, Burlington, VT, 05405, USA
| | - Jess H Fish
- Wildlife and Fisheries Society, Wildlife Society Chapter, University of Vermont, Burlington, VT, 05405, USA
| | - Jack Wallace
- Wildlife and Fisheries Society, Wildlife Society Chapter, University of Vermont, Burlington, VT, 05405, USA
| | - Ella Chaney
- Wildlife and Fisheries Society, Wildlife Society Chapter, University of Vermont, Burlington, VT, 05405, USA
| | - Grace Ushay
- Wildlife and Fisheries Society, Wildlife Society Chapter, University of Vermont, Burlington, VT, 05405, USA
| | - Rebecca S Ross
- Wildlife and Fisheries Society, Wildlife Society Chapter, University of Vermont, Burlington, VT, 05405, USA
| | - Erin M Vostal
- Wildlife and Fisheries Society, Wildlife Society Chapter, University of Vermont, Burlington, VT, 05405, USA
| | - Maya C Thisner
- Wildlife and Fisheries Society, Wildlife Society Chapter, University of Vermont, Burlington, VT, 05405, USA
| | - Kyliegh E Gonet
- Wildlife and Fisheries Society, Wildlife Society Chapter, University of Vermont, Burlington, VT, 05405, USA
| | - Owen C Deane
- Wildlife and Fisheries Society, Wildlife Society Chapter, University of Vermont, Burlington, VT, 05405, USA
| | - Kari R Pelletiere
- Wildlife and Fisheries Society, Wildlife Society Chapter, University of Vermont, Burlington, VT, 05405, USA
| | - Vegas C Rockafeller
- Wildlife and Fisheries Society, Wildlife Society Chapter, University of Vermont, Burlington, VT, 05405, USA
| | - Madeline Waterman
- Wildlife and Fisheries Society, Wildlife Society Chapter, University of Vermont, Burlington, VT, 05405, USA
| | - Tyler W Barry
- Wildlife and Fisheries Society, Wildlife Society Chapter, University of Vermont, Burlington, VT, 05405, USA
| | - Catriona C Goering
- Wildlife and Fisheries Society, Wildlife Society Chapter, University of Vermont, Burlington, VT, 05405, USA
| | - Sarah D Shipman
- Wildlife and Fisheries Society, Wildlife Society Chapter, University of Vermont, Burlington, VT, 05405, USA
| | - Allie C Shiers
- Wildlife and Fisheries Society, Wildlife Society Chapter, University of Vermont, Burlington, VT, 05405, USA
| | - Claire E Reilly
- Wildlife and Fisheries Society, Wildlife Society Chapter, University of Vermont, Burlington, VT, 05405, USA
| | - Alanna M Duff
- Wildlife and Fisheries Society, Wildlife Society Chapter, University of Vermont, Burlington, VT, 05405, USA
| | - Sarah L Madruga
- Wildlife and Fisheries Society, Wildlife Society Chapter, University of Vermont, Burlington, VT, 05405, USA
| | - David J Shirley
- Department of Engineering, Faraday, Inc., Burlington, VT, 05405, USA
| | - Keith R Jerome
- Virology Division, Department of Laboratory Medicine and Pathology, University of Washington, Seattle, WA, 98195, USA
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, 98109, USA
| | - Ailyn C Pérez-Osorio
- Virology Division, Department of Laboratory Medicine and Pathology, University of Washington, Seattle, WA, 98195, USA
| | - Alexander L Greninger
- Virology Division, Department of Laboratory Medicine and Pathology, University of Washington, Seattle, WA, 98195, USA
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, 98109, USA
| | - Nick Fortin
- Fish and Wildlife Department, Vermont Agency of Natural Resources, Rutland, VT, 05701, USA
| | - Brittany A Mosher
- Rubenstein School of Environment and Natural Resources, University of Vermont, 81 Carrigan Dr, Burlington, VT, 05405, USA.
| | - Emily A Bruce
- Department of Microbiology and Molecular Genetics, Robert Larner, M.D. College of Medicine, University of Vermont, Burlington, VT, 05405, USA.
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12
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McBride DS, Garushyants SK, Franks J, Magee AF, Overend SH, Huey D, Williams AM, Faith SA, Kandeil A, Trifkovic S, Miller L, Jeevan T, Patel A, Nolting JM, Tonkovich MJ, Genders JT, Montoney AJ, Kasnyik K, Linder TJ, Bevins SN, Lenoch JB, Chandler JC, DeLiberto TJ, Koonin EV, Suchard MA, Lemey P, Webby RJ, Nelson MI, Bowman AS. Accelerated evolution of SARS-CoV-2 in free-ranging white-tailed deer. Nat Commun 2023; 14:5105. [PMID: 37640694 PMCID: PMC10462754 DOI: 10.1038/s41467-023-40706-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Accepted: 08/07/2023] [Indexed: 08/31/2023] Open
Abstract
The zoonotic origin of the COVID-19 pandemic virus highlights the need to fill the vast gaps in our knowledge of SARS-CoV-2 ecology and evolution in non-human hosts. Here, we detected that SARS-CoV-2 was introduced from humans into white-tailed deer more than 30 times in Ohio, USA during November 2021-March 2022. Subsequently, deer-to-deer transmission persisted for 2-8 months, disseminating across hundreds of kilometers. Newly developed Bayesian phylogenetic methods quantified how SARS-CoV-2 evolution is not only three-times faster in white-tailed deer compared to the rate observed in humans but also driven by different mutational biases and selection pressures. The long-term effect of this accelerated evolutionary rate remains to be seen as no critical phenotypic changes were observed in our animal models using white-tailed deer origin viruses. Still, SARS-CoV-2 has transmitted in white-tailed deer populations for a relatively short duration, and the risk of future changes may have serious consequences for humans and livestock.
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Affiliation(s)
- Dillon S McBride
- Department of Veterinary Preventive Medicine, The Ohio State University College of Veterinary Medicine, Columbus, OH, USA
| | - Sofya K Garushyants
- Division of Intramural Research, National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, MD, USA
| | - John Franks
- Department of Infectious Diseases, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Andrew F Magee
- Department of Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Steven H Overend
- Department of Veterinary Preventive Medicine, The Ohio State University College of Veterinary Medicine, Columbus, OH, USA
| | - Devra Huey
- Department of Veterinary Preventive Medicine, The Ohio State University College of Veterinary Medicine, Columbus, OH, USA
| | - Amanda M Williams
- Infectious Diseases Institute, The Ohio State University, Columbus, OH, USA
| | - Seth A Faith
- Infectious Diseases Institute, The Ohio State University, Columbus, OH, USA
| | - Ahmed Kandeil
- Department of Infectious Diseases, St Jude Children's Research Hospital, Memphis, TN, USA
- Center of Scientific Excellence for Influenza Viruses, National Research Centre, Giza, 12622, Egypt
| | - Sanja Trifkovic
- Department of Infectious Diseases, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Lance Miller
- Department of Infectious Diseases, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Trushar Jeevan
- Department of Infectious Diseases, St Jude Children's Research Hospital, Memphis, TN, USA
| | | | - Jacqueline M Nolting
- Department of Veterinary Preventive Medicine, The Ohio State University College of Veterinary Medicine, Columbus, OH, USA
| | | | - J Tyler Genders
- U.S. Department of Agriculture, Animal and Plant Health Inspection Service, Wildlife Services, Columbus, OH, USA
| | - Andrew J Montoney
- U.S. Department of Agriculture, Animal and Plant Health Inspection Service, Wildlife Services, Columbus, OH, USA
| | - Kevin Kasnyik
- Columbus and Franklin County Metro Parks, Westerville, OH, USA
| | - Timothy J Linder
- U.S. Department of Agriculture, Animal and Plant Health Inspection Service, Wildlife Services, National Wildlife Disease Program, Fort Collins, CO, USA
| | - Sarah N Bevins
- U.S. Department of Agriculture, Animal and Plant Health Inspection Service, Wildlife Services, National Wildlife Disease Program, Fort Collins, CO, USA
| | - Julianna B Lenoch
- U.S. Department of Agriculture, Animal and Plant Health Inspection Service, Wildlife Services, National Wildlife Disease Program, Fort Collins, CO, USA
| | - Jeffrey C Chandler
- U.S. Department of Agriculture, Animal and Plant Health Inspection Service, Wildlife Services, Wildlife Disease Diagnostic Laboratory, Fort Collins, CO, USA
| | - Thomas J DeLiberto
- U.S. Department of Agriculture, Animal and Plant Health Inspection Service, Wildlife Services, Fort Collins, CO, USA
| | - Eugene V Koonin
- Division of Intramural Research, National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, MD, USA
| | - Marc A Suchard
- Department of Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
- Department of Biomathematics, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
- Department of Biostatistics, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, CA, USA
| | - Philippe Lemey
- Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium
| | - Richard J Webby
- Department of Infectious Diseases, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Martha I Nelson
- Division of Intramural Research, National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, MD, USA.
| | - Andrew S Bowman
- Department of Veterinary Preventive Medicine, The Ohio State University College of Veterinary Medicine, Columbus, OH, USA.
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13
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Yang L, Wang Z, Wang L, Vrancken B, Wang R, Wei Y, Rader B, Wu CH, Chen Y, Wu P, Li B, Lin Q, Dong L, Cui Y, Shi M, Brownstein JS, Stenseth NC, Yang R, Tian H. Association of vaccination, international travel, public health and social measures with lineage dynamics of SARS-CoV-2. Proc Natl Acad Sci U S A 2023; 120:e2305403120. [PMID: 37549270 PMCID: PMC10434302 DOI: 10.1073/pnas.2305403120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Accepted: 07/07/2023] [Indexed: 08/09/2023] Open
Abstract
Continually emerging SARS-CoV-2 variants of concern that can evade immune defenses are driving recurrent epidemic waves of COVID-19 globally. However, the impact of measures to contain the virus and their effect on lineage diversity dynamics are poorly understood. Here, we jointly analyzed international travel, public health and social measures (PHSM), COVID-19 vaccine rollout, SARS-CoV-2 lineage diversity, and the case growth rate (GR) from March 2020 to September 2022 across 63 countries. We showed that despite worldwide vaccine rollout, PHSM are effective in mitigating epidemic waves and lineage diversity. An increase of 10,000 monthly travelers in a single country-to-country route between endemic countries corresponds to a 5.5% (95% CI: 2.9 to 8.2%) rise in local lineage diversity. After accounting for PHSM, natural immunity from previous infections, and waning immunity, we discovered a negative association between the GR of cases and adjusted vaccine coverage (AVC). We also observed a complex relationship between lineage diversity and vaccine rollout. Specifically, we found a significant negative association between lineage diversity and AVC at both low and high levels but not significant at the medium level. Our study deepens the understanding of population immunity and lineage dynamics for future pandemic preparedness and responsiveness.
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Affiliation(s)
- Lingyue Yang
- State Key Laboratory of Remote Sensing Science, Center for Global Change and Public Health, Faculty of Geographical Science, Beijing Normal University, Beijing100875, China
| | - Zengmiao Wang
- State Key Laboratory of Remote Sensing Science, Center for Global Change and Public Health, Faculty of Geographical Science, Beijing Normal University, Beijing100875, China
| | - Lin Wang
- Department of Genetics, University of Cambridge, CambridgeCB2 3EH, United Kingdom
| | - Bram Vrancken
- Department of Microbiology and Immunology, Rega Institute, Laboratory of Evolutionary and Computational Virology, KU Leuven, Leuven3000, Belgium
- Spatial Epidemiology Lab, Université Libre de Bruxelles, 1050Bruxelles, Belgium
| | - Ruixue Wang
- State Key Laboratory of Remote Sensing Science, Center for Global Change and Public Health, Faculty of Geographical Science, Beijing Normal University, Beijing100875, China
| | - Yuanlong Wei
- State Key Laboratory of Remote Sensing Science, Center for Global Change and Public Health, Faculty of Geographical Science, Beijing Normal University, Beijing100875, China
| | - Benjamin Rader
- Computational Epidemiology Lab, Boston Children’s Hospital, Boston, MA02215
- Department of Epidemiology, Boston University School of Public Health, Boston, MA02118
| | - Chieh-Hsi Wu
- Mathematical Sciences, University of Southampton, SouthamptonSO17 1BJ, United Kingdom
| | - Yuyang Chen
- State Key Laboratory of Remote Sensing Science, Center for Global Change and Public Health, Faculty of Geographical Science, Beijing Normal University, Beijing100875, China
| | - Peiyi Wu
- State Key Laboratory of Remote Sensing Science, Center for Global Change and Public Health, Faculty of Geographical Science, Beijing Normal University, Beijing100875, China
| | - Bingying Li
- State Key Laboratory of Remote Sensing Science, Center for Global Change and Public Health, Faculty of Geographical Science, Beijing Normal University, Beijing100875, China
| | - Qiushi Lin
- State Key Laboratory of Remote Sensing Science, Center for Global Change and Public Health, Faculty of Geographical Science, Beijing Normal University, Beijing100875, China
| | - Lu Dong
- College of Life Sciences, Beijing Normal University, Beijing100875, China
| | - Yujun Cui
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing100071, China
| | - Mang Shi
- The Centre for Infection and Immunity Studies, School of Medicine, Shenzhen Campus of Sun Yat-sen University, Sun Yat-sen University, Shenzhen518107, China
| | - John S. Brownstein
- Spatial Epidemiology Lab, Université Libre de Bruxelles, 1050Bruxelles, Belgium
- Harvard Medical School, Harvard University, Boston, MA02115
| | - Nils Chr. Stenseth
- The Centre for Pandemics and One-Health Research, Sustainable Health Unit, Faculty of Medicine, University of Oslo, Oslo0316, Norway
- Centre for Ecological and Evolutionary Synthesis, Department of Biosciences, Faculty of Mathematics and Natural Sciences, University of Oslo, Oslo0316, Norway
- Vanke School of Public Health, Tsinghua University, Beijing100084, China
| | - Ruifu Yang
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing100071, China
| | - Huaiyu Tian
- State Key Laboratory of Remote Sensing Science, Center for Global Change and Public Health, Faculty of Geographical Science, Beijing Normal University, Beijing100875, China
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Corleis B, Bastian M, Hoffmann D, Beer M, Dorhoi A. Animal models for COVID-19 and tuberculosis. Front Immunol 2023; 14:1223260. [PMID: 37638020 PMCID: PMC10451089 DOI: 10.3389/fimmu.2023.1223260] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Accepted: 07/21/2023] [Indexed: 08/29/2023] Open
Abstract
Respiratory infections cause tremendous morbidity and mortality worldwide. Amongst these diseases, tuberculosis (TB), a bacterial illness caused by Mycobacterium tuberculosis which often affects the lung, and coronavirus disease 2019 (COVID-19) caused by the Severe Acute Respiratory Syndrome Coronavirus type 2 (SARS-CoV-2), stand out as major drivers of epidemics of global concern. Despite their unrelated etiology and distinct pathology, these infections affect the same vital organ and share immunopathogenesis traits and an imperative demand to model the diseases at their various progression stages and localizations. Due to the clinical spectrum and heterogeneity of both diseases experimental infections were pursued in a variety of animal models. We summarize mammalian models employed in TB and COVID-19 experimental investigations, highlighting the diversity of rodent models and species peculiarities for each infection. We discuss the utility of non-human primates for translational research and emphasize on the benefits of non-conventional experimental models such as livestock. We epitomize advances facilitated by animal models with regard to understanding disease pathophysiology and immune responses. Finally, we highlight research areas necessitating optimized models and advocate that research of pulmonary infectious diseases could benefit from cross-fertilization between studies of apparently unrelated diseases, such as TB and COVID-19.
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Affiliation(s)
- Björn Corleis
- Institute of Immunology, Friedrich-Loeffler-Institut, Federal Research Institute for Animal Health, Greifswald-Insel Riems, Germany
| | - Max Bastian
- Friedrich-Loeffler-Institut, Federal Research Institute for Animal Health, Greifswald-Insel Riems, Germany
| | - Donata Hoffmann
- Institute of Diagnostic Virology, Friedrich-Loeffler-Institut, Federal Research Institute for Animal Health, Greifswald-Insel Riems, Germany
| | - Martin Beer
- Institute of Diagnostic Virology, Friedrich-Loeffler-Institut, Federal Research Institute for Animal Health, Greifswald-Insel Riems, Germany
| | - Anca Dorhoi
- Institute of Immunology, Friedrich-Loeffler-Institut, Federal Research Institute for Animal Health, Greifswald-Insel Riems, Germany
- Faculty of Mathematics and Natural Sciences, University of Greifswald, Greifswald, Germany
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15
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Despres HW, Mills MG, Schmidt MM, Gov J, Perez Y, Jindrich M, Crawford AML, Kohl WT, Rosenblatt E, Kubinski HC, Simmons BC, Nippes MC, Goldenberg AJ, Murtha KE, Nicoloro S, Harris MJ, Feeley AC, Gelinas TK, Cronin MK, Frederick RS, Thomas M, Johnson ME, Murphy J, Lenzini EB, Carr PA, Berger DH, Mehta SP, Floreani CJ, Koval AC, Young AL, Fish JH, Wallace J, Chaney E, Ushay G, Ross RS, Vostal EM, Thisner MC, Gonet KE, Deane OC, Pelletiere KR, Rockafeller VC, Waterman M, Barry TW, Goering CC, Shipman SD, Shiers AC, Reilly CE, Duff AM, Shirley DJ, Jerome KR, Pérez-Osorio AC, Greninger AL, Fortin N, Mosher BA, Bruce EA. Surveillance of Vermont wildlife in 2021-2022 reveals no detected SARS-CoV-2 viral RNA. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.04.25.538264. [PMID: 37162835 PMCID: PMC10168257 DOI: 10.1101/2023.04.25.538264] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
Previous studies have documented natural infections of SARS-CoV-2 in various domestic and wild animals. More recently, studies have been published noting the susceptibility of members of the Cervidae family, and infections in both wild and captive cervid populations. In this study, we investigated the presence of SARS-CoV-2 in mammalian wildlife within the state of Vermont. 739 nasal or throat samples were collected from wildlife throughout the state during the 2021 and 2022 harvest season. Data was collected from red and gray foxes ( Vulpes vulples and Urocyon cineroargentus , respectively), fishers ( Martes pennati ), river otters ( Lutra canadensis ), coyotes ( Canis lantrans ), bobcats ( Lynx rufus rufus ), black bears ( Ursus americanus ), and white-tailed deer ( Odocoileus virginianus ). Samples were tested for the presence of SARS-CoV-2 via quantitative RT-qPCR using the CDC N1/N2 primer set and/or the WHO-E gene primer set. Our results indicate that no sampled wildlife were positive for SARS-CoV-2. This finding is surprising, given that most published North America studies have found SARS-CoV-2 within their deer populations. The absence of SARS-CoV-2 RNA in populations sampled here may provide insights in to the various environmental and anthropogenic factors that reduce spillover and spread in North American's wildlife populations.
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Affiliation(s)
- Hannah W. Despres
- Department of Microbiology and Molecular Genetics, Robert Larner, M.D. College of Medicine, University of Vermont, Burlington VT, 05405, USA
| | - Margaret G. Mills
- Virology Division, Department of Laboratory Medicine and Pathology, University of Washington, Seattle WA 98195, USA
| | - Madaline M. Schmidt
- Department of Microbiology and Molecular Genetics, Robert Larner, M.D. College of Medicine, University of Vermont, Burlington VT, 05405, USA
| | - Jolene Gov
- Virology Division, Department of Laboratory Medicine and Pathology, University of Washington, Seattle WA 98195, USA
| | - Yael Perez
- Virology Division, Department of Laboratory Medicine and Pathology, University of Washington, Seattle WA 98195, USA
| | - Mars Jindrich
- Virology Division, Department of Laboratory Medicine and Pathology, University of Washington, Seattle WA 98195, USA
| | - Allison M. L. Crawford
- Virology Division, Department of Laboratory Medicine and Pathology, University of Washington, Seattle WA 98195, USA
| | - Warren T. Kohl
- Virology Division, Department of Laboratory Medicine and Pathology, University of Washington, Seattle WA 98195, USA
| | - Elias Rosenblatt
- Rubenstein School of Environment and Natural Resources, University of Vermont, 81 Carrigan Dr Burlington, VT 05405, USA
| | - Hannah C. Kubinski
- Department of Microbiology and Molecular Genetics, Robert Larner, M.D. College of Medicine, University of Vermont, Burlington VT, 05405, USA
| | - Benjamin C. Simmons
- Wildlife and Fisheries Society, University of Vermont, Wildlife Society Chapter
| | - Miles C. Nippes
- Wildlife and Fisheries Society, University of Vermont, Wildlife Society Chapter
| | - Anne J. Goldenberg
- Wildlife and Fisheries Society, University of Vermont, Wildlife Society Chapter
| | - Kristina E. Murtha
- Wildlife and Fisheries Society, University of Vermont, Wildlife Society Chapter
| | - Samantha Nicoloro
- Wildlife and Fisheries Society, University of Vermont, Wildlife Society Chapter
| | - Mia J. Harris
- Wildlife and Fisheries Society, University of Vermont, Wildlife Society Chapter
| | - Avery C. Feeley
- Wildlife and Fisheries Society, University of Vermont, Wildlife Society Chapter
| | - Taylor K. Gelinas
- Wildlife and Fisheries Society, University of Vermont, Wildlife Society Chapter
| | - Maeve K. Cronin
- Wildlife and Fisheries Society, University of Vermont, Wildlife Society Chapter
| | - Robert S. Frederick
- Wildlife and Fisheries Society, University of Vermont, Wildlife Society Chapter
| | - Matthew Thomas
- Wildlife and Fisheries Society, University of Vermont, Wildlife Society Chapter
| | - Meaghan E. Johnson
- Wildlife and Fisheries Society, University of Vermont, Wildlife Society Chapter
| | - James Murphy
- Wildlife and Fisheries Society, University of Vermont, Wildlife Society Chapter
| | - Elle B. Lenzini
- Wildlife and Fisheries Society, University of Vermont, Wildlife Society Chapter
| | - Peter A. Carr
- Wildlife and Fisheries Society, University of Vermont, Wildlife Society Chapter
| | - Danielle H. Berger
- Wildlife and Fisheries Society, University of Vermont, Wildlife Society Chapter
| | - Soham P. Mehta
- Wildlife and Fisheries Society, University of Vermont, Wildlife Society Chapter
| | | | - Amelia C. Koval
- Wildlife and Fisheries Society, University of Vermont, Wildlife Society Chapter
| | - Aleah L. Young
- Wildlife and Fisheries Society, University of Vermont, Wildlife Society Chapter
| | - Jess H. Fish
- Wildlife and Fisheries Society, University of Vermont, Wildlife Society Chapter
| | - Jack Wallace
- Wildlife and Fisheries Society, University of Vermont, Wildlife Society Chapter
| | - Ella Chaney
- Wildlife and Fisheries Society, University of Vermont, Wildlife Society Chapter
| | - Grace Ushay
- Wildlife and Fisheries Society, University of Vermont, Wildlife Society Chapter
| | - Rebecca S. Ross
- Wildlife and Fisheries Society, University of Vermont, Wildlife Society Chapter
| | - Erin M. Vostal
- Wildlife and Fisheries Society, University of Vermont, Wildlife Society Chapter
| | - Maya C. Thisner
- Wildlife and Fisheries Society, University of Vermont, Wildlife Society Chapter
| | - Kyliegh E. Gonet
- Wildlife and Fisheries Society, University of Vermont, Wildlife Society Chapter
| | - Owen C. Deane
- Wildlife and Fisheries Society, University of Vermont, Wildlife Society Chapter
| | - Kari R. Pelletiere
- Wildlife and Fisheries Society, University of Vermont, Wildlife Society Chapter
| | | | - Madeline Waterman
- Wildlife and Fisheries Society, University of Vermont, Wildlife Society Chapter
| | - Tyler W. Barry
- Wildlife and Fisheries Society, University of Vermont, Wildlife Society Chapter
| | - Catriona C. Goering
- Wildlife and Fisheries Society, University of Vermont, Wildlife Society Chapter
| | - Sarah D. Shipman
- Wildlife and Fisheries Society, University of Vermont, Wildlife Society Chapter
| | - Allie C. Shiers
- Wildlife and Fisheries Society, University of Vermont, Wildlife Society Chapter
| | - Claire E. Reilly
- Wildlife and Fisheries Society, University of Vermont, Wildlife Society Chapter
| | - Alanna M. Duff
- Wildlife and Fisheries Society, University of Vermont, Wildlife Society Chapter
| | | | - Keith R. Jerome
- Virology Division, Department of Laboratory Medicine and Pathology, University of Washington, Seattle WA 98195, USA
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle WA 98109, USA
| | - Ailyn C. Pérez-Osorio
- Virology Division, Department of Laboratory Medicine and Pathology, University of Washington, Seattle WA 98195, USA
| | - Alexander L. Greninger
- Virology Division, Department of Laboratory Medicine and Pathology, University of Washington, Seattle WA 98195, USA
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle WA 98109, USA
| | - Nick Fortin
- Vermont Agency of Natural Resources, Fish & Wildlife Department, Rutland, VT 05701
| | - Brittany A. Mosher
- Rubenstein School of Environment and Natural Resources, University of Vermont, 81 Carrigan Dr Burlington, VT 05405, USA
| | - Emily A. Bruce
- Department of Microbiology and Molecular Genetics, Robert Larner, M.D. College of Medicine, University of Vermont, Burlington VT, 05405, USA
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