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Li YQ, Ghafari M, Holbrook AJ, Boonen I, Amor N, Catalano S, Webster JP, Li YY, Li HT, Vergote V, Maes P, Chong YL, Laudisoit A, Baelo P, Ngoy S, Mbalitini SG, Gembu GC, Musaba AP, Goüy de Bellocq J, Leirs H, Verheyen E, Pybus OG, Katzourakis A, Alagaili AN, Gryseels S, Li YC, Suchard MA, Bletsa M, Lemey P. The evolutionary history of hepaciviruses. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.06.30.547218. [PMID: 37425679 PMCID: PMC10327235 DOI: 10.1101/2023.06.30.547218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/11/2023]
Abstract
In the search for natural reservoirs of hepatitis C virus (HCV), a broad diversity of non-human viruses within the Hepacivirus genus has been uncovered. However, the evolutionary dynamics that shaped the diversity and timescale of hepaciviruses evolution remain elusive. To gain further insights into the origins and evolution of this genus, we screened a large dataset of wild mammal samples (n = 1,672) from Africa and Asia, and generated 34 full-length hepacivirus genomes. Phylogenetic analysis of these data together with publicly available genomes emphasizes the importance of rodents as hepacivirus hosts and we identify 13 rodent species and 3 rodent genera (in Cricetidae and Muridae families) as novel hosts of hepaciviruses. Through co-phylogenetic analyses, we demonstrate that hepacivirus diversity has been affected by cross-species transmission events against the backdrop of detectable signal of virus-host co-divergence in the deep evolutionary history. Using a Bayesian phylogenetic multidimensional scaling approach, we explore the extent to which host relatedness and geographic distances have structured present-day hepacivirus diversity. Our results provide evidence for a substantial structuring of mammalian hepacivirus diversity by host as well as geography, with a somewhat more irregular diffusion process in geographic space. Finally, using a mechanistic model that accounts for substitution saturation, we provide the first formal estimates of the timescale of hepacivirus evolution and estimate the origin of the genus to be about 22 million years ago. Our results offer a comprehensive overview of the micro- and macroevolutionary processes that have shaped hepacivirus diversity and enhance our understanding of the long-term evolution of the Hepacivirus genus.
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Affiliation(s)
- YQ Li
- Department of Microbiology, Immunology and Transplantation, KU Leuven, Rega Institute, KU Leuven, Leuven, 3000, Belgium
| | - M Ghafari
- Department of Biology, University of Oxford, Oxford, OX1, UK
| | - AJ Holbrook
- Department of Biostatistics, University of California, Los Angeles, CA 90095, USA
| | - I Boonen
- Department of Microbiology, Immunology and Transplantation, KU Leuven, Rega Institute, KU Leuven, Leuven, 3000, Belgium
| | - N Amor
- Laboratory of Biodiversity, Parasitology, and Ecology of Aquatic Ecosystems, Department of Biology - Faculty of Sciences of Tunis, University of Tunis El Manar, Tunis, 2092, Tunisia
| | - S Catalano
- School of Biodiversity, One Health and Veterinary Medicine, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, G61 1QH, UK
- Department of Pathobiology and Population Sciences, the Royal Veterinary College, University of London, Herts, AL9 7TA, UK
| | - JP Webster
- Department of Pathobiology and Population Sciences, the Royal Veterinary College, University of London, Herts, AL9 7TA, UK
| | - YY Li
- College of Life Sciences, Linyi University, Linyi, 276000, China
- Marine College, Shandong University (Weihai), Weihai, 264209, China
| | - HT Li
- College of Life Sciences, Liaocheng University, Liaocheng, 252000, China
- Marine College, Shandong University (Weihai), Weihai, 264209, China
| | - V Vergote
- Department of Microbiology, Immunology and Transplantation, KU Leuven, Rega Institute, KU Leuven, Leuven, 3000, Belgium
| | - P Maes
- Department of Microbiology, Immunology and Transplantation, KU Leuven, Rega Institute, KU Leuven, Leuven, 3000, Belgium
| | - YL Chong
- Animal Resource Science and Management Group, Faculty of Resource Science and Technology, Universiti Malaysia Sarawak (UNIMAS), 94300, Malaysia
- Department of Science and Environmental Studies, The Education University of Hong Kong, Hong Kong, 999077, China
| | - A Laudisoit
- EcoHealth Alliance, New York, NY 10018, USA
- Evolutionary Ecology group (EVECO), Department of Biology, University of Antwerp, Antwerp, 2020, Belgium
| | - P Baelo
- Faculty of Sciences, University of Kisangani, Kisangani, Democratic Republic of the Congo
| | - S Ngoy
- Faculty of Sciences, University of Kisangani, Kisangani, Democratic Republic of the Congo
| | - SG Mbalitini
- Faculty of Sciences, University of Kisangani, Kisangani, Democratic Republic of the Congo
| | - GC Gembu
- Faculty of Sciences, University of Kisangani, Kisangani, Democratic Republic of the Congo
| | - Akawa P Musaba
- Faculty of Sciences, University of Kisangani, Kisangani, Democratic Republic of the Congo
| | - J Goüy de Bellocq
- Institute of Vertebrate Biology, The Czech Academy of Sciences, Květná 8, 603 65 Brno, Czech Republic
| | - H Leirs
- Evolutionary Ecology group (EVECO), Department of Biology, University of Antwerp, Antwerp, 2020, Belgium
| | - E Verheyen
- Evolutionary Ecology group (EVECO), Department of Biology, University of Antwerp, Antwerp, 2020, Belgium
| | - OG Pybus
- Department of Biology, University of Oxford, Oxford, OX1, UK
- Department of Pathobiology and Population Sciences, the Royal Veterinary College, University of London, Herts, AL9 7TA, UK
| | - A Katzourakis
- Department of Biology, University of Oxford, Oxford, OX1, UK
| | - AN Alagaili
- Laboratory of Biodiversity, Parasitology, and Ecology of Aquatic Ecosystems, Department of Biology - Faculty of Sciences of Tunis, University of Tunis El Manar, Tunis, 2092, Tunisia
| | - S Gryseels
- Evolutionary Ecology group (EVECO), Department of Biology, University of Antwerp, Antwerp, 2020, Belgium
| | - YC Li
- Marine College, Shandong University (Weihai), Weihai, 264209, China
| | - MA Suchard
- Department of Biostatistics, University of California, Los Angeles, CA 90095, USA
| | - M Bletsa
- Department of Microbiology, Immunology and Transplantation, KU Leuven, Rega Institute, KU Leuven, Leuven, 3000, Belgium
- Department of Hygiene Epidemiology and Medical Statistics, Medical School, National and Kapodistrian University of Athens, Athens, 11527, Greece
| | - P Lemey
- Department of Microbiology, Immunology and Transplantation, KU Leuven, Rega Institute, KU Leuven, Leuven, 3000, Belgium
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Bhatt A, Arora P, Prajapati SK. Occurrence, fates and potential treatment approaches for removal of viruses from wastewater: A review with emphasis on SARS-CoV-2. JOURNAL OF ENVIRONMENTAL CHEMICAL ENGINEERING 2020; 8:104429. [PMID: 32895629 PMCID: PMC7467108 DOI: 10.1016/j.jece.2020.104429] [Citation(s) in RCA: 43] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/25/2020] [Revised: 08/25/2020] [Accepted: 08/27/2020] [Indexed: 05/03/2023]
Abstract
The world is combating the emergence of Coronavirus disease 2019 (COVID-19) caused by novel coronavirus; severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Further, due to the presence of SARS-CoV-2 in sewage and stool samples, its transmission through water routes cannot be neglected. Thus, the efficient treatment of wastewater is a matter of utmost importance. The conventional wastewater treatment processes demonstrate a wide variability in absolute removal of viruses from wastewater, thereby posing a severe threat to human health and environment. The fate of SARS-CoV-2 in the wastewater treatment plants and its removal during various treatment stages remains unexplored and demands immediate attention; particularly, where treated effluent is utilised as reclaimed water. Consequently, understanding the prevalence of pathogenic viruses in untreated/treated waters and their removal techniques has become the topical issue of the scientific community. The key objective of the present study is to provide an insight into the distribution of viruses in wastewater, as well as the prevalence of SARS-CoV-2, and its possible transmission by the faecal-oral route. The review also gives a detailed account of the major waterborne and non-waterborne viruses, and environmental factors governing the survival of viruses. Furthermore, a comprehensive description of the potential methods (physical, chemical, and biological) for removal of viruses from wastewater has been presented. The present study also intends to analyse the research trends in microalgae-mediated virus removal and, inactivation. The review also addresses the UN SDG 'Clean Water and Sanitation' as it is aimed at providing pathogenically safe water for recycling purposes.
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Key Words
- ASP, Activated Sludge Process
- COVID-19
- COVID-19, Coronavirus Disease 2019
- DUV-LED, Deep Ultraviolet Light-Emitting Diode
- E.coli, Escherichia coli
- EPS, Exopolysaccharide
- LRV, Log Reduction Value
- MBR, Membrane Bioreactor
- MERS-CoV, Middle East Respiratory Syndrome Coronavirus
- MLSS, Mixed Liquor Suspended Solids
- Microalgaee
- PMR, Photocatalytic Membrane Reactor
- Phycoremediationn
- RH, Relative Humidity
- SARS-CoV, Severe Acute Respiratory Syndrome Coronavirus
- SARS-CoV-2, Severe Acute Respiratory Syndrome Coronavirus 2
- SBBGR, Sequencing Batch Biofilter Granular Reactor
- SEM, Scanning Electron Microscopy
- SSF, Slow Sand Filtration
- UASB, Upflow Anaerobic Sludge Blanket
- UN SDG, United Nations Sustainable Development Goal
- UV, Ultraviolet
- WHO, World Health Organisation
- WWTP, Wastewater Treatment Plant
- Waterbornee
- dsDNA, Double stranded Deoxyribonucleic Acid
- dsRNA, Double stranded Ribonucleic acid
- ssRNA, Single stranded Ribonucleic Acid
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Affiliation(s)
- Ankita Bhatt
- Environment and Biofuel Research Lab (EBRL), Hydro and Renewable Energy Department, Indian Institute of Technology (IIT) Roorkee, Roorkee, Uttarakhand, 247667, India
| | - Pratham Arora
- Hydro and Renewable Energy Department, Indian Institute of Technology (IIT) Roorkee, Roorkee, Uttarakhand, 247667, India
| | - Sanjeev Kumar Prajapati
- Environment and Biofuel Research Lab (EBRL), Hydro and Renewable Energy Department, Indian Institute of Technology (IIT) Roorkee, Roorkee, Uttarakhand, 247667, India
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