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Tan CCS, van Dorp L, Balloux F. The evolutionary drivers and correlates of viral host jumps. Nat Ecol Evol 2024:10.1038/s41559-024-02353-4. [PMID: 38528191 DOI: 10.1038/s41559-024-02353-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Accepted: 01/29/2024] [Indexed: 03/27/2024]
Abstract
Most emerging and re-emerging infectious diseases stem from viruses that naturally circulate in non-human vertebrates. When these viruses cross over into humans, they can cause disease outbreaks, epidemics and pandemics. While zoonotic host jumps have been extensively studied from an ecological perspective, little attention has gone into characterizing the evolutionary drivers and correlates underlying these events. To address this gap, we harnessed the entirety of publicly available viral genomic data, employing a comprehensive suite of network and phylogenetic analyses to investigate the evolutionary mechanisms underpinning recent viral host jumps. Surprisingly, we find that humans are as much a source as a sink for viral spillover events, insofar as we infer more viral host jumps from humans to other animals than from animals to humans. Moreover, we demonstrate heightened evolution in viral lineages that involve putative host jumps. We further observe that the extent of adaptation associated with a host jump is lower for viruses with broader host ranges. Finally, we show that the genomic targets of natural selection associated with host jumps vary across different viral families, with either structural or auxiliary genes being the prime targets of selection. Collectively, our results illuminate some of the evolutionary drivers underlying viral host jumps that may contribute to mitigating viral threats across species boundaries.
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Affiliation(s)
- Cedric C S Tan
- UCL Genetics Institute, University College London, London, UK.
- The Francis Crick Institute, London, UK.
| | - Lucy van Dorp
- UCL Genetics Institute, University College London, London, UK
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Nimmo C, Ortiz AT, Tan CCS, Pang J, Acman M, Millard J, Padayatchi N, Grant AD, O'Donnell M, Pym A, Brynildsrud OB, Eldholm V, Grandjean L, Didelot X, Balloux F, van Dorp L. Detection of a historic reservoir of bedaquiline/clofazimine resistance-associated variants in Mycobacterium tuberculosis. Genome Med 2024; 16:34. [PMID: 38374151 PMCID: PMC10877763 DOI: 10.1186/s13073-024-01289-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Accepted: 01/19/2024] [Indexed: 02/21/2024] Open
Abstract
BACKGROUND Drug resistance in tuberculosis (TB) poses a major ongoing challenge to public health. The recent inclusion of bedaquiline into TB drug regimens has improved treatment outcomes, but this advance is threatened by the emergence of strains of Mycobacterium tuberculosis (Mtb) resistant to bedaquiline. Clinical bedaquiline resistance is most frequently conferred by off-target resistance-associated variants (RAVs) in the mmpR5 gene (Rv0678), the regulator of an efflux pump, which can also confer cross-resistance to clofazimine, another TB drug. METHODS We compiled a dataset of 3682 Mtb genomes, including 180 carrying variants in mmpR5, and its immediate background (i.e. mmpR5 promoter and adjacent mmpL5 gene), that have been associated to borderline (henceforth intermediate) or confirmed resistance to bedaquiline. We characterised the occurrence of all nonsynonymous mutations in mmpR5 in this dataset and estimated, using time-resolved phylogenetic methods, the age of their emergence. RESULTS We identified eight cases where RAVs were present in the genomes of strains collected prior to the use of bedaquiline in TB treatment regimes. Phylogenetic reconstruction points to multiple emergence events and circulation of RAVs in mmpR5, some estimated to predate the introduction of bedaquiline. However, epistatic interactions can complicate bedaquiline drug-susceptibility prediction from genetic sequence data. Indeed, in one clade, Ile67fs (a RAV when considered in isolation) was estimated to have emerged prior to the antibiotic era, together with a resistance reverting mmpL5 mutation. CONCLUSIONS The presence of a pre-existing reservoir of Mtb strains carrying bedaquiline RAVs prior to its clinical use augments the need for rapid drug susceptibility testing and individualised regimen selection to safeguard the use of bedaquiline in TB care and control.
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Affiliation(s)
- Camus Nimmo
- UCL Genetics Institute, University College London, Darwin Building, Gower Street, London, UK.
- Division of Infection and Immunity, University College London, London, UK.
- Africa Health Research Institute, Durban, South Africa.
| | - Arturo Torres Ortiz
- UCL Genetics Institute, University College London, Darwin Building, Gower Street, London, UK
- Department of Medicine, Imperial College, London, UK
| | - Cedric C S Tan
- UCL Genetics Institute, University College London, Darwin Building, Gower Street, London, UK
| | - Juanita Pang
- UCL Genetics Institute, University College London, Darwin Building, Gower Street, London, UK
- Division of Infection and Immunity, University College London, London, UK
| | - Mislav Acman
- UCL Genetics Institute, University College London, Darwin Building, Gower Street, London, UK
| | - James Millard
- Africa Health Research Institute, Durban, South Africa
- Wellcome Trust Liverpool Glasgow Centre for Global Health Research, Liverpool, UK
- Institute of Infection and Global Health, University of Liverpool, Liverpool, UK
| | - Nesri Padayatchi
- CAPRISA MRC-HIV-TB Pathogenesis and Treatment Research Unit, Durban, South Africa
| | - Alison D Grant
- Africa Health Research Institute, Durban, South Africa
- TB Centre, London School of Hygiene & Tropical Medicine, London, UK
| | - Max O'Donnell
- CAPRISA MRC-HIV-TB Pathogenesis and Treatment Research Unit, Durban, South Africa
- Department of Medicine & Epidemiology, Columbia University Irving Medical Center, New York, NY, USA
| | - Alex Pym
- Africa Health Research Institute, Durban, South Africa
| | - Ola B Brynildsrud
- Division of Infectious Diseases and Environmental Health, Norwegian Institute of Public Health, Oslo, Norway
| | - Vegard Eldholm
- Division of Infectious Diseases and Environmental Health, Norwegian Institute of Public Health, Oslo, Norway
| | - Louis Grandjean
- Division of Infection and Immunity, University College London, London, UK
- Laboratorio de Investigacion y Enfermedades Infecciosas, Universidad Peruana Cayetano Heredia, Lima, Peru
- Department of Infection, Immunity and Inflammation, Institute of Child Health, University College London, London, UK
| | - Xavier Didelot
- School of Life Sciences and Department of Statistics, University of Warwick, Coventry, UK
| | - François Balloux
- UCL Genetics Institute, University College London, Darwin Building, Gower Street, London, UK.
| | - Lucy van Dorp
- UCL Genetics Institute, University College London, Darwin Building, Gower Street, London, UK.
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Wang R, Zhang A, Sun S, Yin G, Wu X, Ding Q, Wang Q, Chen F, Wang S, van Dorp L, Zhang Y, Jin L, Wang X, Balloux F, Wang H. Increase in antioxidant capacity associated with the successful subclone of hypervirulent carbapenem-resistant Klebsiella pneumoniae ST11-KL64. Nat Commun 2024; 15:67. [PMID: 38167298 PMCID: PMC10761919 DOI: 10.1038/s41467-023-44351-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Accepted: 12/11/2023] [Indexed: 01/05/2024] Open
Abstract
The acquisition of exogenous mobile genetic material imposes an adaptive burden on bacteria, whereas the adaptational evolution of virulence plasmids upon entry into carbapenem-resistant Klebsiella pneumoniae (CRKP) and its impact remains unclear. To better understand the virulence in CRKP, we characterize virulence plasmids utilizing a large genomic data containing 1219 K. pneumoniae from our long-term surveillance and publicly accessible databases. Phylogenetic evaluation unveils associations between distinct virulence plasmids and serotypes. The sub-lineage ST11-KL64 CRKP acquires a pK2044-like virulence plasmid from ST23-KL1 hypervirulent K. pneumoniae, with a 2698 bp region deletion in all ST11-KL64. The deletion is observed to regulate methionine metabolism, enhance antioxidant capacity, and further improve survival of hypervirulent CRKP in macrophages. The pK2044-like virulence plasmid discards certain sequences to enhance survival of ST11-KL64, thereby conferring an evolutionary advantage. This work contributes to multifaceted understanding of virulence and provides insight into potential causes behind low fitness costs observed in bacteria.
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Affiliation(s)
- Ruobing Wang
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, People's Republic of China
| | - Anru Zhang
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, People's Republic of China
| | - Shijun Sun
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, People's Republic of China
| | - Guankun Yin
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, People's Republic of China
| | - Xingyu Wu
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, People's Republic of China
| | - Qi Ding
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, People's Republic of China
| | - Qi Wang
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, People's Republic of China
| | - Fengning Chen
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, People's Republic of China
| | - Shuyi Wang
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, People's Republic of China
| | - Lucy van Dorp
- UCL Genetics Institute, Department of Genetics, Evolution & Environment, University College London, London, UK
| | - Yawei Zhang
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, People's Republic of China
| | - Longyang Jin
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, People's Republic of China
| | - Xiaojuan Wang
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, People's Republic of China
| | - Francois Balloux
- UCL Genetics Institute, Department of Genetics, Evolution & Environment, University College London, London, UK
| | - Hui Wang
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, People's Republic of China.
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Kuchipudi SV, Tan C, van Dorp L, Lichtveld M, Pickering B, Bowman J, Mubareka S, Balloux F. Coordinated surveillance is essential to monitor and mitigate the evolutionary impacts of SARS-CoV-2 spillover and circulation in animal hosts. Nat Ecol Evol 2023; 7:956-959. [PMID: 37231305 DOI: 10.1038/s41559-023-02082-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Affiliation(s)
- Suresh V Kuchipudi
- Center for Infectious Disease Dynamics, and the Huck Institutes of the Life Sciences, The Pennsylvania State University, University Park, PA, USA.
- Animal Diagnostic Laboratory, Department of Veterinary and Biomedical Sciences, The Pennsylvania State University, University Park, PA, USA.
| | - Cedric Tan
- UCL Genetics Institute, University College London, London, UK
- Francis Crick Institute, London, UK
| | - Lucy van Dorp
- UCL Genetics Institute, University College London, London, UK
| | - Maureen Lichtveld
- Department of Environmental and Occupational Health, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
| | - Bradley Pickering
- National Centre for Foreign Animal Disease, Canadian Food Inspection Agency, Winnipeg, Manitoba, Canada
- Department of Veterinary Microbiology and Preventative Medicine, College of Veterinary Medicine, Iowa State University, Ames, IA, USA
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Jeff Bowman
- Wildlife Research and Monitoring Section, Ontario Ministry of Natural Resources and Forestry, Peterborough, Ontario, Canada
| | - Samira Mubareka
- Sunnybrook Research Institute, Toronto, Ontario, Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
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Kuchipudi SV, Tan C, van Dorp L, Lichtveld M, Pickering B, Bowman J, Mubareka S, Balloux F. Author Correction: Coordinated surveillance is essential to monitor and mitigate the evolutionary impacts of SARS-CoV-2 spillover and circulation in animal hosts. Nat Ecol Evol 2023; 7:1152. [PMID: 37344676 DOI: 10.1038/s41559-023-02118-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/23/2023]
Affiliation(s)
- Suresh V Kuchipudi
- Center for Infectious Disease Dynamics, and the Huck Institutes of the Life Sciences, The Pennsylvania State University, University Park, PA, USA.
- Animal Diagnostic Laboratory, Department of Veterinary and Biomedical Sciences, The Pennsylvania State University, University Park, PA, USA.
| | - Cedric Tan
- UCL Genetics Institute, University College London, London, UK
- Francis Crick Institute, London, UK
| | - Lucy van Dorp
- UCL Genetics Institute, University College London, London, UK
| | - Maureen Lichtveld
- Department of Environmental and Occupational Health, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
| | - Bradley Pickering
- National Centre for Foreign Animal Disease, Canadian Food Inspection Agency, Winnipeg, Manitoba, Canada
- Department of Veterinary Microbiology and Preventative Medicine, College of Veterinary Medicine, Iowa State University, Ames, IA, USA
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Jeff Bowman
- Wildlife Research and Monitoring Section, Ontario Ministry of Natural Resources and Forestry, Peterborough, Ontario, Canada
| | - Samira Mubareka
- Sunnybrook Research Institute, Toronto, Ontario, Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
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Tan CCS, Trew J, Peacock TP, Mok KY, Hart C, Lau K, Ni D, Orme CDL, Ransome E, Pearse WD, Coleman CM, Bailey D, Thakur N, Quantrill JL, Sukhova K, Richard D, Kahane L, Woodward G, Bell T, Worledge L, Nunez-Mino J, Barclay W, van Dorp L, Balloux F, Savolainen V. Genomic screening of 16 UK native bat species through conservationist networks uncovers coronaviruses with zoonotic potential. Nat Commun 2023; 14:3322. [PMID: 37369644 PMCID: PMC10300128 DOI: 10.1038/s41467-023-38717-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Accepted: 05/05/2023] [Indexed: 06/29/2023] Open
Abstract
There has been limited characterisation of bat-borne coronaviruses in Europe. Here, we screened for coronaviruses in 48 faecal samples from 16 of the 17 bat species breeding in the UK, collected through a bat rehabilitation and conservationist network. We recovered nine complete genomes, including two novel coronavirus species, across six bat species: four alphacoronaviruses, a MERS-related betacoronavirus, and four closely related sarbecoviruses. We demonstrate that at least one of these sarbecoviruses can bind and use the human ACE2 receptor for infecting human cells, albeit suboptimally. Additionally, the spike proteins of these sarbecoviruses possess an R-A-K-Q motif, which lies only one nucleotide mutation away from a furin cleavage site (FCS) that enhances infectivity in other coronaviruses, including SARS-CoV-2. However, mutating this motif to an FCS does not enable spike cleavage. Overall, while UK sarbecoviruses would require further molecular adaptations to infect humans, their zoonotic risk warrants closer surveillance.
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Affiliation(s)
- Cedric C S Tan
- UCL Genetics Institute, University College London, Gower St, London, WC1E 6BT, UK
- The Francis Crick Institute, 1 Midland Rd, London, NW1 1AT, UK
| | - Jahcub Trew
- Georgina Mace Centre for the Living Planet, Department of Life Sciences, Imperial College London, Silwood Park Campus, Ascot, SL5 7PY, UK
| | - Thomas P Peacock
- Department of Infectious Disease, Imperial College London, St Marys Medical School, Paddington, London, W2 1PG, UK
| | - Kai Yi Mok
- Department of Infectious Disease, Imperial College London, St Marys Medical School, Paddington, London, W2 1PG, UK
| | - Charlie Hart
- Georgina Mace Centre for the Living Planet, Department of Life Sciences, Imperial College London, Silwood Park Campus, Ascot, SL5 7PY, UK
| | - Kelvin Lau
- Protein Production and Structure Core Facility (PTPSP), School of Life Sciences, École Polytechnique Fédérale de Lausanne, Rte Cantonale, 1015, Lausanne, Switzerland
| | - Dongchun Ni
- Laboratory of Biological Electron Microscopy (LBEM), School of Basic Science, École Polytechnique Fédérale de Lausanne, Rte Cantonale, 1015, Lausanne, Switzerland
| | - C David L Orme
- Georgina Mace Centre for the Living Planet, Department of Life Sciences, Imperial College London, Silwood Park Campus, Ascot, SL5 7PY, UK
| | - Emma Ransome
- Georgina Mace Centre for the Living Planet, Department of Life Sciences, Imperial College London, Silwood Park Campus, Ascot, SL5 7PY, UK
| | - William D Pearse
- Georgina Mace Centre for the Living Planet, Department of Life Sciences, Imperial College London, Silwood Park Campus, Ascot, SL5 7PY, UK
| | - Christopher M Coleman
- Queen's Medical Centre, University of Nottingham, Derby Rd, Lenton, Nottingham, NG7 2UH, UK
| | | | - Nazia Thakur
- The Pirbright Institute, Surrey, GU24 0NF, UK
- Nuffield Department of Medicine, University of Oxford, Oxford, OX3 7BN, UK
| | - Jessica L Quantrill
- Department of Infectious Disease, Imperial College London, St Marys Medical School, Paddington, London, W2 1PG, UK
| | - Ksenia Sukhova
- Department of Infectious Disease, Imperial College London, St Marys Medical School, Paddington, London, W2 1PG, UK
| | - Damien Richard
- UCL Genetics Institute, University College London, Gower St, London, WC1E 6BT, UK
| | - Laura Kahane
- Georgina Mace Centre for the Living Planet, Department of Life Sciences, Imperial College London, Silwood Park Campus, Ascot, SL5 7PY, UK
| | - Guy Woodward
- Georgina Mace Centre for the Living Planet, Department of Life Sciences, Imperial College London, Silwood Park Campus, Ascot, SL5 7PY, UK
| | - Thomas Bell
- Georgina Mace Centre for the Living Planet, Department of Life Sciences, Imperial College London, Silwood Park Campus, Ascot, SL5 7PY, UK
| | - Lisa Worledge
- The Bat Conservation Trust, Studio 15 Cloisters House, Cloisters Business Centre, 8 Battersea Park Road, London, SW8 4BG, UK
| | - Joe Nunez-Mino
- The Bat Conservation Trust, Studio 15 Cloisters House, Cloisters Business Centre, 8 Battersea Park Road, London, SW8 4BG, UK
| | - Wendy Barclay
- Department of Infectious Disease, Imperial College London, St Marys Medical School, Paddington, London, W2 1PG, UK
| | - Lucy van Dorp
- UCL Genetics Institute, University College London, Gower St, London, WC1E 6BT, UK
| | - Francois Balloux
- UCL Genetics Institute, University College London, Gower St, London, WC1E 6BT, UK
| | - Vincent Savolainen
- Georgina Mace Centre for the Living Planet, Department of Life Sciences, Imperial College London, Silwood Park Campus, Ascot, SL5 7PY, UK.
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Escalera-Zamudio M, Kosakovsky Pond SL, Martínez de la Viña N, Gutiérrez B, Inward RPD, Thézé J, van Dorp L, Castelán-Sánchez HG, Bowden TA, Pybus OG, Hulswit RJG. Identification of evolutionary trajectories shared across human betacoronaviruses. Genome Biol Evol 2023:7176137. [PMID: 37220645 DOI: 10.1093/gbe/evad076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Revised: 04/19/2023] [Accepted: 05/22/2023] [Indexed: 05/25/2023] Open
Abstract
Comparing the evolution of distantly related viruses can provide insights into common adaptive processes related to shared ecological niches. Phylogenetic approaches, coupled with other molecular evolution tools, can help identify mutations informative on adaptation, whilst the structural contextualization of these to functional sites of proteins may help gain insight into their biological properties. Two zoonotic betacoronaviruses capable of sustained human-to-human transmission have caused pandemics in recent times (SARS-CoV-1 and SARS-CoV-2), whilst a third virus (MERS-CoV) is responsible for sporadic outbreaks linked to animal infections. Moreover, two other betacoronaviruses have circulated endemically in humans for decades (HKU1 and OC43). To search for evidence of adaptive convergence between established and emerging betacoronaviruses capable of sustained human-to-human transmission (HKU1, OC43, SARS-CoV-1 and SARS-CoV-2), we developed a methodological pipeline to classify shared non-synonymous mutations as putatively denoting homoplasy (repeated mutations that do not share direct common ancestry) or stepwise evolution (sequential mutations leading towards a novel genotype). In parallel, we look for evidence of positive selection, and draw upon protein structure data to identify potential biological implications. We find 30 candidate mutations, from which four [codon sites 18121 (nsp14/residue 28), 21623 (spike/21), 21635 (spike/25) and 23948 (spike/796); SARS-CoV-2 genome numbering] further display evolution under positive selection and proximity to functional protein regions. Our findings shed light on potential mechanisms underlying betacoronavirus adaptation to the human host and pinpoint common mutational pathways that may occur during establishment of human endemicity.
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Affiliation(s)
- Marina Escalera-Zamudio
- Department of Biology, University of Oxford, Oxford, OX1 3PS, UK
- Consorcio Mexicano de Vigilancia Genómica (CoViGen-Mex)
| | - Sergei L Kosakovsky Pond
- Institute for Genomics and Evolutionary Medicine, Temple University, Philadelphia, PA 19122, USA
| | | | - Bernardo Gutiérrez
- Department of Biology, University of Oxford, Oxford, OX1 3PS, UK
- Consorcio Mexicano de Vigilancia Genómica (CoViGen-Mex)
| | - Rhys P D Inward
- Department of Biology, University of Oxford, Oxford, OX1 3PS, UK
| | - Julien Thézé
- Université Clermont Auvergne, INRAE, VetAgro Sup, UMR EPIA, 63122, Saint-Genès-Champanelle, France
| | - Lucy van Dorp
- UCL Genetics Institute, Department of Genetics, Evolution and Environment, University College London, Gower Street, WC1E 6BT, London
| | - Hugo G Castelán-Sánchez
- Consorcio Mexicano de Vigilancia Genómica (CoViGen-Mex)
- Programa de Investigadoras e Investigadores por México, Consejo Nacional de Ciencia y Tecnología, CP 03940, CDMX, México
| | - Thomas A Bowden
- Division of Structural Biology, Wellcome Centre for Human Genetics, University of Oxford, Oxford, OX3 7BN, UK
| | - Oliver G Pybus
- Department of Biology, University of Oxford, Oxford, OX1 3PS, UK
- Department of Pathobiology, Royal Veterinary College, NW1 0TU, London, United Kingdom
| | - Ruben J G Hulswit
- Division of Structural Biology, Wellcome Centre for Human Genetics, University of Oxford, Oxford, OX3 7BN, UK
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Escalera-Zamudio M, Kosakovsky Pond SL, de la Viña NM, Gutiérrez B, Inward RPD, Thézé J, van Dorp L, Castelán-Sánchez HG, Bowden TA, Pybus OG, Hulswit RJG. Identification of evolutionary trajectories shared across human betacoronaviruses. bioRxiv 2023:2021.05.24.445313. [PMID: 34075377 PMCID: PMC8168386 DOI: 10.1101/2021.05.24.445313] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Comparing the evolution of distantly related viruses can provide insights into common adaptive processes related to shared ecological niches. Phylogenetic approaches, coupled with other molecular evolution tools, can help identify mutations informative on adaptation, whilst the structural contextualization of these to functional sites of proteins may help gain insight into their biological properties. Two zoonotic betacoronaviruses capable of sustained human-to-human transmission have caused pandemics in recent times (SARS-CoV-1 and SARS-CoV-2), whilst a third virus (MERS-CoV) is responsible for sporadic outbreaks linked to animal infections. Moreover, two other betacoronaviruses have circulated endemically in humans for decades (HKU1 and OC43). To search for evidence of adaptive convergence between established and emerging betacoronaviruses capable of sustained human-to-human transmission (HKU1, OC43, SARS-CoV-1 and SARS-CoV-2), we developed a methodological pipeline to classify shared non-synonymous mutations as putatively denoting homoplasy (repeated mutations that do not share direct common ancestry) or stepwise evolution (sequential mutations leading towards a novel genotype). In parallel, we look for evidence of positive selection, and draw upon protein structure data to identify potential biological implications. We find 30 mutations, with four of these [codon sites 18121 (nsp14/residue 28), 21623 (spike/21), 21635 (spike/25) and 23948 (spike/796); SARS-CoV-2 genome numbering] displaying evolution under positive selection and proximity to functional protein regions. Our findings shed light on potential mechanisms underlying betacoronavirus adaptation to the human host and pinpoint common mutational pathways that may occur during establishment of human endemicity.
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Gopalakrishnan S, Ebenesersdóttir SS, Lundstrøm IKC, Turner-Walker G, Moore KHS, Luisi P, Margaryan A, Martin MD, Ellegaard MR, Magnússon ÓÞ, Sigurðsson Á, Snorradóttir S, Magnúsdóttir DN, Laffoon JE, van Dorp L, Liu X, Moltke I, Ávila-Arcos MC, Schraiber JG, Rasmussen S, Juan D, Gelabert P, de-Dios T, Fotakis AK, Iraeta-Orbegozo M, Vågene ÅJ, Denham SD, Christophersen A, Stenøien HK, Vieira FG, Liu S, Günther T, Kivisild T, Moseng OG, Skar B, Cheung C, Sandoval-Velasco M, Wales N, Schroeder H, Campos PF, Guðmundsdóttir VB, Sicheritz-Ponten T, Petersen B, Halgunset J, Gilbert E, Cavalleri GL, Hovig E, Kockum I, Olsson T, Alfredsson L, Hansen TF, Werge T, Willerslev E, Balloux F, Marques-Bonet T, Lalueza-Fox C, Nielsen R, Stefánsson K, Helgason A, Gilbert MTP. The population genomic legacy of the second plague pandemic. Curr Biol 2022; 32:4743-4751.e6. [PMID: 36182700 DOI: 10.1016/j.cub.2022.09.023] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Revised: 06/15/2022] [Accepted: 09/09/2022] [Indexed: 11/18/2022]
Abstract
Human populations have been shaped by catastrophes that may have left long-lasting signatures in their genomes. One notable example is the second plague pandemic that entered Europe in ca. 1,347 CE and repeatedly returned for over 300 years, with typical village and town mortality estimated at 10%-40%.1 It is assumed that this high mortality affected the gene pools of these populations. First, local population crashes reduced genetic diversity. Second, a change in frequency is expected for sequence variants that may have affected survival or susceptibility to the etiologic agent (Yersinia pestis).2 Third, mass mortality might alter the local gene pools through its impact on subsequent migration patterns. We explored these factors using the Norwegian city of Trondheim as a model, by sequencing 54 genomes spanning three time periods: (1) prior to the plague striking Trondheim in 1,349 CE, (2) the 17th-19th century, and (3) the present. We find that the pandemic period shaped the gene pool by reducing long distance immigration, in particular from the British Isles, and inducing a bottleneck that reduced genetic diversity. Although we also observe an excess of large FST values at multiple loci in the genome, these are shaped by reference biases introduced by mapping our relatively low genome coverage degraded DNA to the reference genome. This implies that attempts to detect selection using ancient DNA (aDNA) datasets that vary by read length and depth of sequencing coverage may be particularly challenging until methods have been developed to account for the impact of differential reference bias on test statistics.
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Affiliation(s)
- Shyam Gopalakrishnan
- The GLOBE Institute, Faculty of Health and Medical Sciences, University of Copenhagen, Øster Farimagsgade 5A, 1353 Copenhagen, Denmark.
| | - S Sunna Ebenesersdóttir
- deCODE Genetics, AMGEN Inc., Sturlugata 8, 102 Reykjavík, Iceland; Department of Anthropology, School of Social Sciences, University of Iceland, Gimli, Sæmundargata, 102 Reykjavík, Iceland
| | - Inge K C Lundstrøm
- The GLOBE Institute, Faculty of Health and Medical Sciences, University of Copenhagen, Øster Farimagsgade 5A, 1353 Copenhagen, Denmark
| | - Gordon Turner-Walker
- National Yunlin University of Science & Technology, 123 University Road, Section 3, 64002 Douliu, Yun-Lin County, Taiwan; Department of Archaeology and Anthropology, National Museum of Natural Science, 1 Guanqian Road, North District Taichung City 404023, Taiwan
| | | | - Pierre Luisi
- Facultad de Filosofía y Humanidades, Universidad Nacional de Córdoba, Córdoba, Argentina; Microbial Paleogenomics Unit, Institut Pasteur, 25-28 Rue du Dr Roux, 75015 Paris, France
| | - Ashot Margaryan
- The GLOBE Institute, Faculty of Health and Medical Sciences, University of Copenhagen, Øster Farimagsgade 5A, 1353 Copenhagen, Denmark
| | - Michael D Martin
- NTNU University Museum, Norwegian University of Science and Technology (NTNU), 7491 Trondheim, Norway
| | - Martin Rene Ellegaard
- The GLOBE Institute, Faculty of Health and Medical Sciences, University of Copenhagen, Øster Farimagsgade 5A, 1353 Copenhagen, Denmark; NTNU University Museum, Norwegian University of Science and Technology (NTNU), 7491 Trondheim, Norway
| | | | | | | | | | - Jason E Laffoon
- Department of Archaeological Sciences, Faculty of Archaeology, Leiden University, Leiden, the Netherlands
| | - Lucy van Dorp
- UCL Genetics Institute, Department of Genetics, Evolution and Environment, University College London, Darwin Building, Gower Street, London WC1E 6BT, UK
| | - Xiaodong Liu
- Department of Biology, University of Copenhagen, Ole Maaløes Vej 5, 2200 Copenhagen, Denmark
| | - Ida Moltke
- Department of Biology, University of Copenhagen, Ole Maaløes Vej 5, 2200 Copenhagen, Denmark
| | - María C Ávila-Arcos
- International Laboratory for Human Genome Research, Laboratorio Internacional de Investigación sobre el Genoma Humano (LIIGH), Universidad Nacional Autónoma de México (UNAM), 3001 Boulevard Juriquilla, 76230 Querétaro, Mexico
| | - Joshua G Schraiber
- Illumina Artificial Intelligence Laboratory, Illumina Inc., San Diego, CA, USA
| | - Simon Rasmussen
- Novo Nordisk Foundation Center for Protein Research, University of Copenhagen, Blegdamsvej 3, 2200 Copenhagen, Denmark
| | - David Juan
- Institute of Evolutionary Biology (UPF-CSIC), PRBB, Dr. Aiguader 88, 08003 Barcelona, Spain
| | - Pere Gelabert
- Institute of Evolutionary Biology (UPF-CSIC), PRBB, Dr. Aiguader 88, 08003 Barcelona, Spain; Department of Evolutionary Anthropology, University of Vienna, Vienna, Austria
| | - Toni de-Dios
- Institute of Evolutionary Biology (UPF-CSIC), PRBB, Dr. Aiguader 88, 08003 Barcelona, Spain
| | - Anna K Fotakis
- The GLOBE Institute, Faculty of Health and Medical Sciences, University of Copenhagen, Øster Farimagsgade 5A, 1353 Copenhagen, Denmark
| | - Miren Iraeta-Orbegozo
- The GLOBE Institute, Faculty of Health and Medical Sciences, University of Copenhagen, Øster Farimagsgade 5A, 1353 Copenhagen, Denmark
| | - Åshild J Vågene
- The GLOBE Institute, Faculty of Health and Medical Sciences, University of Copenhagen, Øster Farimagsgade 5A, 1353 Copenhagen, Denmark; Max Planck Institute for the Science of Human History, Kahlaische Strasse 10, 07745 Jena, Germany; Institute for Archaeological Sciences, University of Tübingen, Tübingen, Germany
| | | | - Axel Christophersen
- NTNU University Museum, Norwegian University of Science and Technology (NTNU), 7491 Trondheim, Norway
| | - Hans K Stenøien
- NTNU University Museum, Norwegian University of Science and Technology (NTNU), 7491 Trondheim, Norway
| | - Filipe G Vieira
- The GLOBE Institute, Faculty of Health and Medical Sciences, University of Copenhagen, Øster Farimagsgade 5A, 1353 Copenhagen, Denmark
| | - Shanlin Liu
- The GLOBE Institute, Faculty of Health and Medical Sciences, University of Copenhagen, Øster Farimagsgade 5A, 1353 Copenhagen, Denmark; China National GeneBank, BGI-Shenzhen, Shenzhen 518083, China
| | - Torsten Günther
- Evolutionsbiologisk Centrum EBC, Norbyv. 18A, 752 36 Uppsala, Sweden
| | - Toomas Kivisild
- KU Leuven, Herestraat 49, 3000 Leuven, Belgium; Institute of Genomics, University of Tartu, Riia 23b, 51010 Tartu, Estonia
| | - Ole Georg Moseng
- Department of Business, History and Social Sciences, University of South-Eastern Norway, Notodden, Norway
| | - Birgitte Skar
- NTNU University Museum, Norwegian University of Science and Technology (NTNU), 7491 Trondheim, Norway
| | - Christina Cheung
- The GLOBE Institute, Faculty of Health and Medical Sciences, University of Copenhagen, Øster Farimagsgade 5A, 1353 Copenhagen, Denmark; EA - Eco-anthropologie (UMR 7206), Muséum National d'Histoire Naturelle, CNRS, Université Paris Diderot, Paris, France
| | - Marcela Sandoval-Velasco
- The GLOBE Institute, Faculty of Health and Medical Sciences, University of Copenhagen, Øster Farimagsgade 5A, 1353 Copenhagen, Denmark
| | - Nathan Wales
- Department of Archaeology, Kings Manor and Principals House, University of York, Exhibition Square, York YO1 7EP, UK
| | - Hannes Schroeder
- The GLOBE Institute, Faculty of Health and Medical Sciences, University of Copenhagen, Øster Farimagsgade 5A, 1353 Copenhagen, Denmark
| | - Paula F Campos
- The GLOBE Institute, Faculty of Health and Medical Sciences, University of Copenhagen, Øster Farimagsgade 5A, 1353 Copenhagen, Denmark; CIIMAR, Centro Interdisciplinar de Investigação Marinha e Ambiental, Universidade do Porto, Terminal de Cruzeiros do Porto de Leixões, Avenida General Norton de Matos, Matosinhos, Portugal
| | - Valdís B Guðmundsdóttir
- deCODE Genetics, AMGEN Inc., Sturlugata 8, 102 Reykjavík, Iceland; Department of Anthropology, School of Social Sciences, University of Iceland, Gimli, Sæmundargata, 102 Reykjavík, Iceland
| | - Thomas Sicheritz-Ponten
- The GLOBE Institute, Faculty of Health and Medical Sciences, University of Copenhagen, Øster Farimagsgade 5A, 1353 Copenhagen, Denmark; Centre of Excellence for Omics-Driven Computational Biodiscovery (COMBio), Faculty of Applied Sciences, Asian Institute of Medicine, Science and Technology (AIMST), 08100 Bedong, Kedah, Malaysia
| | - Bent Petersen
- The GLOBE Institute, Faculty of Health and Medical Sciences, University of Copenhagen, Øster Farimagsgade 5A, 1353 Copenhagen, Denmark; Centre of Excellence for Omics-Driven Computational Biodiscovery (COMBio), Faculty of Applied Sciences, Asian Institute of Medicine, Science and Technology (AIMST), 08100 Bedong, Kedah, Malaysia
| | | | - Edmund Gilbert
- School of Pharmacy and Biomolecular Sciences, RCSI, Dublin, Ireland; FutureNeuro SFI Research Centre, RCSI, Dublin, Ireland
| | - Gianpiero L Cavalleri
- School of Pharmacy and Biomolecular Sciences, RCSI, Dublin, Ireland; FutureNeuro SFI Research Centre, RCSI, Dublin, Ireland
| | - Eivind Hovig
- Department of Tumor Biology, Institute for Cancer Research, Oslo University Hospital, Oslo, Norway; Center for Bioinformatics, Department of Informatics, University of Oslo, Oslo, Norway
| | - Ingrid Kockum
- Center for Molecular Medicine, Department of Clinical Neuroscience, Neuroimmunology Unit, Karolinska Institutet, Stockholm, Sweden
| | - Tomas Olsson
- Center for Molecular Medicine, Department of Clinical Neuroscience, Neuroimmunology Unit, Karolinska Institutet, Stockholm, Sweden
| | - Lars Alfredsson
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Thomas F Hansen
- Institute of Biological Psychiatry, Copenhagen Mental Health Services, Copenhagen, Denmark; Danish Headache Center, Department of Neurology, Copenhagen University Hospital, 2600 Glostrup, Denmark
| | - Thomas Werge
- Institute of Biological Psychiatry, Copenhagen Mental Health Services, Copenhagen, Denmark; Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark; The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, Copenhagen, Denmark; The Globe Institute, Lundbeck Foundation Center for Geogenetics, Øster Voldgade 5-7, 1350 Copenhagen K, Denmark
| | - Eske Willerslev
- The GLOBE Institute, Faculty of Health and Medical Sciences, University of Copenhagen, Øster Farimagsgade 5A, 1353 Copenhagen, Denmark; Department of Zoology, University of Cambridge, Cambridge CB2 3EJ, UK
| | - Francois Balloux
- UCL Genetics Institute, Department of Genetics, Evolution and Environment, University College London, Darwin Building, Gower Street, London WC1E 6BT, UK
| | - Tomas Marques-Bonet
- Institute of Evolutionary Biology (UPF-CSIC), PRBB, Dr. Aiguader 88, 08003 Barcelona, Spain; Catalan Institution of Research and Advanced Studies (ICREA), Passeig de Lluís Companys, 23, 08010 Barcelona, Spain; CNAG-CRG, Centre for Genomic Regulation (CRG), Barcelona Institute of Science and Technology (BIST), Baldiri i Reixac 4, 08028 Barcelona, Spain; Institut Català de Paleontologia Miquel Crusafont, Universitat Autònoma de Barcelona, Edifici ICTA-ICP, c/ Columnes s/n, 08193 Cerdanyola del Vallès, Barcelona, Spain
| | - Carles Lalueza-Fox
- Institute of Evolutionary Biology (UPF-CSIC), PRBB, Dr. Aiguader 88, 08003 Barcelona, Spain; Museu de Ciències Naturals de Barcelona, 08019 Barcelona, Spain
| | - Rasmus Nielsen
- The GLOBE Institute, Faculty of Health and Medical Sciences, University of Copenhagen, Øster Farimagsgade 5A, 1353 Copenhagen, Denmark; Department of Integrative Biology, University of California, Berkeley, 3060 Valley Life Sciences Bldg #3140, Berkeley, CA 94720-3140, USA
| | - Kári Stefánsson
- deCODE Genetics, AMGEN Inc., Sturlugata 8, 102 Reykjavík, Iceland; Faculty of Medicine, University of Iceland, Reykjavík, Iceland
| | - Agnar Helgason
- deCODE Genetics, AMGEN Inc., Sturlugata 8, 102 Reykjavík, Iceland; Department of Anthropology, School of Social Sciences, University of Iceland, Gimli, Sæmundargata, 102 Reykjavík, Iceland
| | - M Thomas P Gilbert
- The GLOBE Institute, Faculty of Health and Medical Sciences, University of Copenhagen, Øster Farimagsgade 5A, 1353 Copenhagen, Denmark; NTNU University Museum, Norwegian University of Science and Technology (NTNU), 7491 Trondheim, Norway
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10
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Guellil M, van Dorp L, Inskip SA, Dittmar JM, Saag L, Tambets K, Hui R, Rose A, D’Atanasio E, Kriiska A, Varul L, Koekkelkoren AMHC, Goldina RD, Cessford C, Solnik A, Metspalu M, Krause J, Herbig A, Robb JE, Houldcroft CJ, Scheib CL. Ancient herpes simplex 1 genomes reveal recent viral structure in Eurasia. Sci Adv 2022; 8:eabo4435. [PMID: 35895820 PMCID: PMC9328674 DOI: 10.1126/sciadv.abo4435] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/03/2022] [Accepted: 06/10/2022] [Indexed: 05/05/2023]
Abstract
Human herpes simplex virus 1 (HSV-1), a life-long infection spread by oral contact, infects a majority of adults globally. Phylogeographic clustering of sampled diversity into European, pan-Eurasian, and African groups has suggested the virus codiverged with human migrations out of Africa, although a much younger origin has also been proposed. We present three full ancient European HSV-1 genomes and one partial genome, dating from the 3rd to 17th century CE, sequenced to up to 9.5× with paired human genomes up to 10.16×. Considering a dataset of modern and ancient genomes, we apply phylogenetic methods to estimate the age of sampled modern Eurasian HSV-1 diversity to 4.68 (3.87 to 5.65) ka. Extrapolation of estimated rates to a global dataset points to the age of extant sampled HSV-1 as 5.29 (4.60 to 6.12) ka, suggesting HSV-1 lineage replacement coinciding with the late Neolithic period and following Bronze Age migrations.
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Affiliation(s)
- Meriam Guellil
- Estonian Biocentre, Institute of Genomics, University of Tartu, Riia 23B, Tartu 51010, Estonia
| | - Lucy van Dorp
- UCL Genetics Institute, Department of Genetics, Evolution, and Environment, University College London, London WC1E 6BT, UK
| | - Sarah A. Inskip
- McDonald Institute for Archaeological Research, University of Cambridge, Cambridge, UK
- Department of Archaeology and Ancient History, University of Leicester, University Road, Leicester, LE1 7RH, UK
| | - Jenna M. Dittmar
- McDonald Institute for Archaeological Research, University of Cambridge, Cambridge, UK
- Department of Archaeology, University of Aberdeen, UK
| | - Lehti Saag
- Estonian Biocentre, Institute of Genomics, University of Tartu, Riia 23B, Tartu 51010, Estonia
- UCL Genetics Institute, Department of Genetics, Evolution, and Environment, University College London, London WC1E 6BT, UK
| | - Kristiina Tambets
- Estonian Biocentre, Institute of Genomics, University of Tartu, Riia 23B, Tartu 51010, Estonia
| | - Ruoyun Hui
- McDonald Institute for Archaeological Research, University of Cambridge, Cambridge, UK
- Alan Turing Institute, 2QR, John Dodson House, 96 Euston Rd., London NW1 2DB, UK
| | - Alice Rose
- McDonald Institute for Archaeological Research, University of Cambridge, Cambridge, UK
| | | | - Aivar Kriiska
- Department of Archaeology, Institute of History and Archaeology, University of Tartu, Tartu 51014, Estonia
| | - Liivi Varul
- Archaeological Research Collection, School of Humanities, Tallinn University, Tallinn 10130, Estonia
| | | | - Rimma D. Goldina
- Department History of Udmurtia, Archaeology and Ethnology, Udmurt State University, 1, Universitetskaya St. 1, 426034 Izhevsk, Russia
| | - Craig Cessford
- Cambridge Archaeological Unit, Department of Archaeology, University of Cambridge, Cambridge, UK
| | - Anu Solnik
- Core Facility, Institute of Genomics, University of Tartu, Riia 23B, Tartu 51010 Estonia
| | - Mait Metspalu
- Estonian Biocentre, Institute of Genomics, University of Tartu, Riia 23B, Tartu 51010, Estonia
| | - Johannes Krause
- Department of Archaeogenetics, Max Planck Institute for the Science of Human History, Jena, Germany
- Max Planck Institute for Evolutionary Anthropology, Leipzig, Germany
| | - Alexander Herbig
- Department of Archaeogenetics, Max Planck Institute for the Science of Human History, Jena, Germany
- Max Planck Institute for Evolutionary Anthropology, Leipzig, Germany
| | - John E. Robb
- Department of Archaeology, University of Cambridge, Cambridge, UK
| | | | - Christiana L. Scheib
- Estonian Biocentre, Institute of Genomics, University of Tartu, Riia 23B, Tartu 51010, Estonia
- St. John’s College, University of Cambridge, Cambridge, CB2 1TP, UK
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11
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Balloux F, Tan C, Swadling L, Richard D, Jenner C, Maini M, van Dorp L. The past, current and future epidemiological dynamic of SARS-CoV-2. Oxf Open Immunol 2022; 3:iqac003. [PMID: 35872966 PMCID: PMC9278178 DOI: 10.1093/oxfimm/iqac003] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Revised: 05/11/2022] [Accepted: 06/15/2022] [Indexed: 02/07/2023] Open
Abstract
SARS-CoV-2, the agent of the COVID-19 pandemic, emerged in late 2019 in China, and rapidly spread throughout the world to reach all continents. As the virus expanded in its novel human host, viral lineages diversified through the accumulation of around two mutations a month on average. Different viral lineages have replaced each other since the start of the pandemic, with the most successful Alpha, Delta and Omicron variants of concern (VoCs) sequentially sweeping through the world to reach high global prevalence. Neither Alpha nor Delta was characterized by strong immune escape, with their success coming mainly from their higher transmissibility. Omicron is far more prone to immune evasion and spread primarily due to its increased ability to (re-)infect hosts with prior immunity. As host immunity reaches high levels globally through vaccination and prior infection, the epidemic is expected to transition from a pandemic regime to an endemic one where seasonality and waning host immunization are anticipated to become the primary forces shaping future SARS-CoV-2 lineage dynamics. In this review, we consider a body of evidence on the origins, host tropism, epidemiology, genomic and immunogenetic evolution of SARS-CoV-2 including an assessment of other coronaviruses infecting humans. Considering what is known so far, we conclude by delineating scenarios for the future dynamic of SARS-CoV-2, ranging from the good-circulation of a fifth endemic 'common cold' coronavirus of potentially low virulence, the bad-a situation roughly comparable with seasonal flu, and the ugly-extensive diversification into serotypes with long-term high-level endemicity.
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Affiliation(s)
- François Balloux
- UCL Genetics Institute, University College London, London WC1E 6BT, UK
| | - Cedric Tan
- UCL Genetics Institute, University College London, London WC1E 6BT, UK
- Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), 138672 Singapore, Singapore
| | - Leo Swadling
- Division of Infection and Immunity, University College London, London NW3 2PP, UK
| | - Damien Richard
- UCL Genetics Institute, University College London, London WC1E 6BT, UK
- Division of Infection and Immunity, University College London, London NW3 2PP, UK
| | - Charlotte Jenner
- UCL Genetics Institute, University College London, London WC1E 6BT, UK
| | - Mala Maini
- Division of Infection and Immunity, University College London, London NW3 2PP, UK
| | - Lucy van Dorp
- UCL Genetics Institute, University College London, London WC1E 6BT, UK
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12
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Tan CCS, Lam SD, Richard D, Owen CJ, Berchtold D, Orengo C, Nair MS, Kuchipudi SV, Kapur V, van Dorp L, Balloux F. Transmission of SARS-CoV-2 from humans to animals and potential host adaptation. Nat Commun 2022; 13:2988. [PMID: 35624123 PMCID: PMC9142586 DOI: 10.1038/s41467-022-30698-6] [Citation(s) in RCA: 56] [Impact Index Per Article: 28.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Accepted: 05/13/2022] [Indexed: 12/16/2022] Open
Abstract
SARS-CoV-2, the causative agent of the COVID-19 pandemic, can infect a wide range of mammals. Since its spread in humans, secondary host jumps of SARS-CoV-2 from humans to multiple domestic and wild populations of mammals have been documented. Understanding the extent of adaptation to these animal hosts is critical for assessing the threat that the spillback of animal-adapted SARS-CoV-2 into humans poses. We compare the genomic landscapes of SARS-CoV-2 isolated from animal species to that in humans, profiling the mutational biases indicative of potentially different selective pressures in animals. We focus on viral genomes isolated from mink (Neovison vison) and white-tailed deer (Odocoileus virginianus) for which multiple independent outbreaks driven by onward animal-to-animal transmission have been reported. We identify five candidate mutations for animal-specific adaptation in mink (NSP9_G37E, Spike_F486L, Spike_N501T, Spike_Y453F, ORF3a_L219V), and one in deer (NSP3a_L1035F), though they appear to confer a minimal advantage for human-to-human transmission. No considerable changes to the mutation rate or evolutionary trajectory of SARS-CoV-2 has resulted from circulation in mink and deer thus far. Our findings suggest that minimal adaptation was required for onward transmission in mink and deer following human-to-animal spillover, highlighting the ‘generalist’ nature of SARS-CoV-2 as a mammalian pathogen. Here, Tan et al. find that the rapid spread of SARS-CoV-2 in mink and deer required minimal adaptation, has only caused moderate changes to the evolutionary trajectory of the virus, and has not led to viral mutations that greatly improve human transmission thus far.
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Affiliation(s)
- Cedric C S Tan
- UCL Genetics Institute, University College London, London, UK. .,Genome Institute of Singapore, A*STAR, Singapore, Singapore.
| | - Su Datt Lam
- Department of Applied Physics, Faculty of Science and Technology, Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia.,Department of Structural and Molecular Biology, University College London, London, UK
| | - Damien Richard
- UCL Genetics Institute, University College London, London, UK.,Division of Infection and Immunity, University College London, London, UK
| | | | | | - Christine Orengo
- Department of Structural and Molecular Biology, University College London, London, UK
| | - Meera Surendran Nair
- Animal Diagnostic Laboratory, Department of Veterinary and Biomedical Sciences, The Pennsylvania State University, PA, Pennsylvania, USA.,Huck Institutes of the Life Sciences, The Pennsylvania State University, PA, Pennsylvania, USA
| | - Suresh V Kuchipudi
- Animal Diagnostic Laboratory, Department of Veterinary and Biomedical Sciences, The Pennsylvania State University, PA, Pennsylvania, USA.,Huck Institutes of the Life Sciences, The Pennsylvania State University, PA, Pennsylvania, USA
| | - Vivek Kapur
- Huck Institutes of the Life Sciences, The Pennsylvania State University, PA, Pennsylvania, USA.,Department of Animal Science, The Pennsylvania State University, PA, Pennsylvania, USA
| | - Lucy van Dorp
- UCL Genetics Institute, University College London, London, UK
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13
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Acman M, Wang R, van Dorp L, Shaw LP, Wang Q, Luhmann N, Yin Y, Sun S, Chen H, Wang H, Balloux F. Role of mobile genetic elements in the global dissemination of the carbapenem resistance gene bla NDM. Nat Commun 2022; 13:1131. [PMID: 35241674 PMCID: PMC8894482 DOI: 10.1038/s41467-022-28819-2] [Citation(s) in RCA: 55] [Impact Index Per Article: 27.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Accepted: 02/14/2022] [Indexed: 12/24/2022] Open
Abstract
The mobile resistance gene blaNDM encodes the NDM enzyme which hydrolyses carbapenems, a class of antibiotics used to treat some of the most severe bacterial infections. The blaNDM gene is globally distributed across a variety of Gram-negative bacteria on multiple plasmids, typically located within highly recombining and transposon-rich genomic regions, which leads to the dynamics underlying the global dissemination of blaNDM to remain poorly resolved. Here, we compile a dataset of over 6000 bacterial genomes harbouring the blaNDM gene, including 104 newly generated PacBio hybrid assemblies from clinical and livestock-associated isolates across China. We develop a computational approach to track structural variants surrounding blaNDM, which allows us to identify prevalent genomic contexts, mobile genetic elements, and likely events in the gene's global spread. We estimate that blaNDM emerged on a Tn125 transposon before 1985, but only reached global prevalence around a decade after its first recorded observation in 2005. The Tn125 transposon seems to have played an important role in early plasmid-mediated jumps of blaNDM, but was overtaken in recent years by other elements including IS26-flanked pseudo-composite transposons and Tn3000. We found a strong association between blaNDM-carrying plasmid backbones and the sampling location of isolates. This observation suggests that the global dissemination of the blaNDM gene was primarily driven by successive between-plasmid transposon jumps, with far more restricted subsequent plasmid exchange, possibly due to adaptation of plasmids to their specific bacterial hosts.
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Affiliation(s)
- Mislav Acman
- UCL Genetics Institute, University College London, Gower Street, London, WC1E 6BT, UK.
| | - Ruobing Wang
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, 100044, China
| | - Lucy van Dorp
- UCL Genetics Institute, University College London, Gower Street, London, WC1E 6BT, UK
| | - Liam P Shaw
- Department of Zoology, University of Oxford, Oxford, OX1 3SZ, UK
| | - Qi Wang
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, 100044, China
| | - Nina Luhmann
- Warwick Medical School, University of Warwick, Coventry, CV4 7AL, UK
| | - Yuyao Yin
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, 100044, China
| | - Shijun Sun
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, 100044, China
| | - Hongbin Chen
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, 100044, China
| | - Hui Wang
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, 100044, China
| | - Francois Balloux
- UCL Genetics Institute, University College London, Gower Street, London, WC1E 6BT, UK
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14
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Osnes MN, van Dorp L, Brynildsrud OB, Alfsnes K, Schneiders T, Templeton KE, Yahara K, Balloux F, Caugant DA, Eldholm V. Corrigendum to: Antibiotic Treatment Regimes as a Driver of the Global Population Dynamics of a Major Gonorrhea Lineage. Mol Biol Evol 2022; 39:6506332. [PMID: 35024865 PMCID: PMC8757490 DOI: 10.1093/molbev/msab363] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
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15
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Swadling L, Diniz MO, Schmidt NM, Amin OE, Chandran A, Shaw E, Pade C, Gibbons JM, Le Bert N, Tan AT, Jeffery-Smith A, Tan CCS, Tham CYL, Kucykowicz S, Aidoo-Micah G, Rosenheim J, Davies J, Johnson M, Jensen MP, Joy G, McCoy LE, Valdes AM, Chain BM, Goldblatt D, Altmann DM, Boyton RJ, Manisty C, Treibel TA, Moon JC, van Dorp L, Balloux F, McKnight Á, Noursadeghi M, Bertoletti A, Maini MK. Pre-existing polymerase-specific T cells expand in abortive seronegative SARS-CoV-2. Nature 2022; 601:110-117. [PMID: 34758478 PMCID: PMC8732273 DOI: 10.1038/s41586-021-04186-8] [Citation(s) in RCA: 229] [Impact Index Per Article: 114.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Accepted: 10/27/2021] [Indexed: 12/15/2022]
Abstract
Individuals with potential exposure to severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) do not necessarily develop PCR or antibody positivity, suggesting that some individuals may clear subclinical infection before seroconversion. T cells can contribute to the rapid clearance of SARS-CoV-2 and other coronavirus infections1-3. Here we hypothesize that pre-existing memory T cell responses, with cross-protective potential against SARS-CoV-2 (refs. 4-11), would expand in vivo to support rapid viral control, aborting infection. We measured SARS-CoV-2-reactive T cells, including those against the early transcribed replication-transcription complex (RTC)12,13, in intensively monitored healthcare workers (HCWs) who tested repeatedly negative according to PCR, antibody binding and neutralization assays (seronegative HCWs (SN-HCWs)). SN-HCWs had stronger, more multispecific memory T cells compared with a cohort of unexposed individuals from before the pandemic (prepandemic cohort), and these cells were more frequently directed against the RTC than the structural-protein-dominated responses observed after detectable infection (matched concurrent cohort). SN-HCWs with the strongest RTC-specific T cells had an increase in IFI27, a robust early innate signature of SARS-CoV-2 (ref. 14), suggesting abortive infection. RNA polymerase within RTC was the largest region of high sequence conservation across human seasonal coronaviruses (HCoV) and SARS-CoV-2 clades. RNA polymerase was preferentially targeted (among the regions tested) by T cells from prepandemic cohorts and SN-HCWs. RTC-epitope-specific T cells that cross-recognized HCoV variants were identified in SN-HCWs. Enriched pre-existing RNA-polymerase-specific T cells expanded in vivo to preferentially accumulate in the memory response after putative abortive compared to overt SARS-CoV-2 infection. Our data highlight RTC-specific T cells as targets for vaccines against endemic and emerging Coronaviridae.
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Affiliation(s)
- Leo Swadling
- Division of Infection and Immunity, University College London, London, UK.
| | - Mariana O Diniz
- Division of Infection and Immunity, University College London, London, UK
| | - Nathalie M Schmidt
- Division of Infection and Immunity, University College London, London, UK
| | - Oliver E Amin
- Division of Infection and Immunity, University College London, London, UK
| | - Aneesh Chandran
- Division of Infection and Immunity, University College London, London, UK
| | - Emily Shaw
- Division of Infection and Immunity, University College London, London, UK
| | - Corinna Pade
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Joseph M Gibbons
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Nina Le Bert
- Emerging Infectious Diseases Program, Duke-NUS Medical School, Singapore, Singapore
| | - Anthony T Tan
- Emerging Infectious Diseases Program, Duke-NUS Medical School, Singapore, Singapore
| | - Anna Jeffery-Smith
- Division of Infection and Immunity, University College London, London, UK
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Cedric C S Tan
- UCL Genetics Institute, University College London, London, UK
| | - Christine Y L Tham
- Emerging Infectious Diseases Program, Duke-NUS Medical School, Singapore, Singapore
| | | | | | - Joshua Rosenheim
- Division of Infection and Immunity, University College London, London, UK
| | - Jessica Davies
- Division of Infection and Immunity, University College London, London, UK
| | - Marina Johnson
- Great Ormond Street Institute of Child Health NIHR Biomedical Research Centre, University College London, London, UK
| | - Melanie P Jensen
- Barts Heart Centre, St Bartholomew's Hospital, Barts Health NHS Trust, London, UK
- Department of Cellular Pathology, Northwest London Pathology, Imperial College London NHS Trust, London, UK
| | - George Joy
- Barts Heart Centre, St Bartholomew's Hospital, Barts Health NHS Trust, London, UK
- Institute of Cardiovascular Science, University College London, London, UK
| | - Laura E McCoy
- Division of Infection and Immunity, University College London, London, UK
| | - Ana M Valdes
- Academic Rheumatology, Clinical Sciences, Nottingham City Hospital, Nottingham, UK
- NIHR Nottingham Biomedical Research Centre, Nottingham University Hospitals NHS Trust and University of Nottingham, Nottingham, UK
| | - Benjamin M Chain
- Division of Infection and Immunity, University College London, London, UK
| | - David Goldblatt
- Great Ormond Street Institute of Child Health NIHR Biomedical Research Centre, University College London, London, UK
| | - Daniel M Altmann
- Department of Immunology and Inflammation, Imperial College London, London, UK
| | - Rosemary J Boyton
- Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
- Lung Division, Royal Brompton & Harefield Hospitals, Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - Charlotte Manisty
- Barts Heart Centre, St Bartholomew's Hospital, Barts Health NHS Trust, London, UK
- Institute of Cardiovascular Science, University College London, London, UK
| | - Thomas A Treibel
- Barts Heart Centre, St Bartholomew's Hospital, Barts Health NHS Trust, London, UK
- Institute of Cardiovascular Science, University College London, London, UK
| | - James C Moon
- Barts Heart Centre, St Bartholomew's Hospital, Barts Health NHS Trust, London, UK
- Institute of Cardiovascular Science, University College London, London, UK
| | - Lucy van Dorp
- UCL Genetics Institute, University College London, London, UK
| | | | - Áine McKnight
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Mahdad Noursadeghi
- Division of Infection and Immunity, University College London, London, UK
| | - Antonio Bertoletti
- Emerging Infectious Diseases Program, Duke-NUS Medical School, Singapore, Singapore
- Singapore Immunology Network, A*STAR, Singapore, Singapore
| | - Mala K Maini
- Division of Infection and Immunity, University College London, London, UK.
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16
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White AE, de-Dios T, Carrión P, Bonora GL, Llovera L, Cilli E, Lizano E, Khabdulina MK, Tleugabulov DT, Olalde I, Marquès-Bonet T, Balloux F, Pettener D, van Dorp L, Luiselli D, Lalueza-Fox C. Genomic Analysis of 18th-Century Kazakh Individuals and Their Oral Microbiome. Biology 2021; 10:biology10121324. [PMID: 34943238 PMCID: PMC8698332 DOI: 10.3390/biology10121324] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Revised: 12/10/2021] [Accepted: 12/12/2021] [Indexed: 11/16/2022]
Abstract
The Asian Central Steppe, consisting of current-day Kazakhstan and Russia, has acted as a highway for major migrations throughout history. Therefore, describing the genetic composition of past populations in Central Asia holds value to understanding human mobility in this pivotal region. In this study, we analyse paleogenomic data generated from five humans from Kuygenzhar, Kazakhstan. These individuals date to the early to mid-18th century, shortly after the Kazakh Khanate was founded, a union of nomadic tribes of Mongol Golden Horde and Turkic origins. Genomic analysis identifies that these individuals are admixed with varying proportions of East Asian ancestry, indicating a recent admixture event from East Asia. The high amounts of DNA from the anaerobic Gram-negative bacteria Tannerella forsythia, a periodontal pathogen, recovered from their teeth suggest they may have suffered from periodontitis disease. Genomic analysis of this bacterium identified recently evolved virulence and glycosylation genes including the presence of antibiotic resistance genes predating the antibiotic era. This study provides an integrated analysis of individuals with a diet mostly based on meat (mainly horse and lamb), milk, and dairy products and their oral microbiome.
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Affiliation(s)
- Anna E. White
- Institute of Evolutionary Biology, CSIC-Universitat Pompeu Fabra, 08003 Barcelona, Spain; (A.E.W.); (T.d.-D.); (P.C.); (L.L.); (E.L.); (I.O.); (T.M.-B.)
| | - Toni de-Dios
- Institute of Evolutionary Biology, CSIC-Universitat Pompeu Fabra, 08003 Barcelona, Spain; (A.E.W.); (T.d.-D.); (P.C.); (L.L.); (E.L.); (I.O.); (T.M.-B.)
- Estonian Biocentre, Institute of Genomics, University of Tartu, 51010 Tartu, Estonia
| | - Pablo Carrión
- Institute of Evolutionary Biology, CSIC-Universitat Pompeu Fabra, 08003 Barcelona, Spain; (A.E.W.); (T.d.-D.); (P.C.); (L.L.); (E.L.); (I.O.); (T.M.-B.)
| | - Gian Luca Bonora
- ISMEO—International Association for Mediterranean and East Studies, 00186 Rome, Italy;
| | - Laia Llovera
- Institute of Evolutionary Biology, CSIC-Universitat Pompeu Fabra, 08003 Barcelona, Spain; (A.E.W.); (T.d.-D.); (P.C.); (L.L.); (E.L.); (I.O.); (T.M.-B.)
| | - Elisabetta Cilli
- Department of Cultural Heritage, University of Bologna, 48121 Ravenna, Italy;
| | - Esther Lizano
- Institute of Evolutionary Biology, CSIC-Universitat Pompeu Fabra, 08003 Barcelona, Spain; (A.E.W.); (T.d.-D.); (P.C.); (L.L.); (E.L.); (I.O.); (T.M.-B.)
- Institut Català de Paleontologia Miquel Crusafont, Universitat Autònoma de Barcelona, 08193 Cerdanyola del Vallès, Spain
| | - Maral K. Khabdulina
- K.A. Akishev Institute of Archaeology, L.N. Gumilev Eurasian National University, Nur-Sultan 010000, Kazakhstan; (M.K.K.); (D.T.T.)
| | - Daniyar T. Tleugabulov
- K.A. Akishev Institute of Archaeology, L.N. Gumilev Eurasian National University, Nur-Sultan 010000, Kazakhstan; (M.K.K.); (D.T.T.)
| | - Iñigo Olalde
- Institute of Evolutionary Biology, CSIC-Universitat Pompeu Fabra, 08003 Barcelona, Spain; (A.E.W.); (T.d.-D.); (P.C.); (L.L.); (E.L.); (I.O.); (T.M.-B.)
- Centro de Investigación “Lascaray” Ikergunea, BIOMICs Research Group, Universidad del País Vasco, 01006 Vitoria-Gasteiz, Spain
| | - Tomàs Marquès-Bonet
- Institute of Evolutionary Biology, CSIC-Universitat Pompeu Fabra, 08003 Barcelona, Spain; (A.E.W.); (T.d.-D.); (P.C.); (L.L.); (E.L.); (I.O.); (T.M.-B.)
- Institut Català de Paleontologia Miquel Crusafont, Universitat Autònoma de Barcelona, 08193 Cerdanyola del Vallès, Spain
- Catalan Institution of Research and Advanced Studies (ICREA), 08010 Barcelona, Spain
- CNAG-CRG, Centre for Genomic Regulation (CRG), Barcelona Institute of Science and Technology (BIST), 08036 Barcelona, Spain
| | - François Balloux
- UCL Genetics Institute, Department of Genetics Evolution & Environment, University College London, London WC1E 6BT, UK;
| | - Davide Pettener
- Department of Biological, Geological and Environmental Sciences, University of Bologna, 40126 Bologna, Italy;
| | - Lucy van Dorp
- UCL Genetics Institute, Department of Genetics Evolution & Environment, University College London, London WC1E 6BT, UK;
- Correspondence: (L.v.D.); (D.L.); (C.L.-F.); Tel.: +34-617-277-935 (C.L.-F.)
| | - Donata Luiselli
- Department of Cultural Heritage, University of Bologna, 48121 Ravenna, Italy;
- Correspondence: (L.v.D.); (D.L.); (C.L.-F.); Tel.: +34-617-277-935 (C.L.-F.)
| | - Carles Lalueza-Fox
- Institute of Evolutionary Biology, CSIC-Universitat Pompeu Fabra, 08003 Barcelona, Spain; (A.E.W.); (T.d.-D.); (P.C.); (L.L.); (E.L.); (I.O.); (T.M.-B.)
- Correspondence: (L.v.D.); (D.L.); (C.L.-F.); Tel.: +34-617-277-935 (C.L.-F.)
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17
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Tan CCS, Owen CJ, Tham CYL, Bertoletti A, van Dorp L, Balloux F. Pre-existing T cell-mediated cross-reactivity to SARS-CoV-2 cannot solely be explained by prior exposure to endemic human coronaviruses. Infect Genet Evol 2021; 95:105075. [PMID: 34509646 PMCID: PMC8428999 DOI: 10.1016/j.meegid.2021.105075] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Revised: 08/27/2021] [Accepted: 09/03/2021] [Indexed: 02/07/2023]
Abstract
T-cell-mediated immunity to SARS-CoV-2-derived peptides in individuals unexposed to SARS-CoV-2 has been previously reported. This pre-existing immunity was suggested to largely derive from prior exposure to 'common cold' endemic human coronaviruses (HCoVs). To test this, we characterised the sequence homology of SARS-CoV-2-derived T-cell epitopes reported in the literature across the full proteome of the Coronaviridae family. 54.8% of these epitopes had no homology to any of the HCoVs. Further, the proportion of SARS-CoV-2-derived epitopes with any level of sequence homology to the proteins encoded by any of the coronaviruses tested is well-predicted by their alignment-free phylogenetic distance to SARS-CoV-2 (Pearson's r = -0.958). No coronavirus in our dataset showed a significant excess of T-cell epitope homology relative to the proportion of expected random matches, given their genetic similarity to SARS-CoV-2. Our findings suggest that prior exposure to human or animal-associated coronaviruses cannot completely explain the T-cell repertoire in unexposed individuals that recognise SARS-CoV-2 cross-reactive epitopes.
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Affiliation(s)
- Cedric C S Tan
- UCL Genetics Institute, University College London, Gower Street, London WC1E 6BT, United Kingdom.
| | - Christopher J Owen
- UCL Genetics Institute, University College London, Gower Street, London WC1E 6BT, United Kingdom
| | - Christine Y L Tham
- Emerging Infectious Diseases Program, Duke-NUS Medical School, 8 College Road, Singapore 169857, Singapore
| | - Antonio Bertoletti
- Emerging Infectious Diseases Program, Duke-NUS Medical School, 8 College Road, Singapore 169857, Singapore
| | - Lucy van Dorp
- UCL Genetics Institute, University College London, Gower Street, London WC1E 6BT, United Kingdom
| | - Francois Balloux
- UCL Genetics Institute, University College London, Gower Street, London WC1E 6BT, United Kingdom
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18
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Chen H, Yin Y, van Dorp L, Shaw LP, Gao H, Acman M, Yuan J, Chen F, Sun S, Wang X, Li S, Zhang Y, Farrer RA, Wang H, Balloux F. Drivers of methicillin-resistant Staphylococcus aureus (MRSA) lineage replacement in China. Genome Med 2021; 13:171. [PMID: 34711267 PMCID: PMC8555231 DOI: 10.1186/s13073-021-00992-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Accepted: 10/17/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Methicillin-resistant Staphylococcus aureus (MRSA) is a major nosocomial pathogen subdivided into lineages termed sequence types (STs). Since the 1950s, successive waves of STs have appeared and replaced previously dominant lineages. One such event has been occurring in China since 2013, with community-associated (CA-MRSA) strains including ST59 largely replacing the previously dominant healthcare-associated (HA-MRSA) ST239. We previously showed that ST59 isolates tend to have a competitive advantage in growth experiments against ST239. However, the underlying genomic and phenotypic drivers of this replacement event are unclear. METHODS Here, we investigated the replacement of ST239 using whole-genome sequencing data from 204 ST239 and ST59 isolates collected in Chinese hospitals between 1994 and 2016. We reconstructed the evolutionary history of each ST and considered two non-mutually exclusive hypotheses for ST59 replacing ST239: antimicrobial resistance (AMR) profile and/or ability to colonise and persist in the environment through biofilm formation. We also investigated the differences in cytolytic activity, linked to higher virulence, between STs. We performed an association study using the presence and absence of accessory virulence genes. RESULTS ST59 isolates carried fewer AMR genes than ST239 and showed no evidence of evolving towards higher AMR. Biofilm production was marginally higher in ST59 overall, though this effect was not consistent across sub-lineages so is unlikely to be a sole driver of replacement. Consistent with previous observations of higher virulence in CA-MRSA STs, we observed that ST59 isolates exhibit significantly higher cytolytic activity than ST239 isolates, despite carrying on average fewer putative virulence genes. Our association study identified the chemotaxis inhibitory protein (chp) as a strong candidate for involvement in the increased virulence potential of ST59. We experimentally validated the role of chp in increasing the virulence potential of ST59 by creating Δchp knockout mutants, confirming that ST59 can carry chp without a measurable impact on fitness. CONCLUSIONS Our results suggest that the ongoing replacement of ST239 by ST59 in China is not associated to higher AMR carriage or biofilm production. However, the increase in ST59 prevalence is concerning since it is linked to a higher potential for virulence, aided by the carriage of the chp gene.
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Affiliation(s)
- Hongbin Chen
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, 100044, China
- UCL Genetics Institute, University College London, Gower Street, London, WC1E 6BT, UK
| | - Yuyao Yin
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, 100044, China
| | - Lucy van Dorp
- UCL Genetics Institute, University College London, Gower Street, London, WC1E 6BT, UK.
| | - Liam P Shaw
- UCL Genetics Institute, University College London, Gower Street, London, WC1E 6BT, UK
- Department of Zoology, University of Oxford, Oxford, OX1 3SZ, UK
| | - Hua Gao
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, 100044, China
| | - Mislav Acman
- UCL Genetics Institute, University College London, Gower Street, London, WC1E 6BT, UK
| | - Jizhen Yuan
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, 100044, China
- The No. 971 Hospital of People's Liberation Army Navy, Qingdao, 266000, Shandong, China
| | - Fengning Chen
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, 100044, China
| | - Shijun Sun
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, 100044, China
| | - Xiaojuan Wang
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, 100044, China
| | - Shuguang Li
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, 100044, China
| | - Yawei Zhang
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, 100044, China
| | - Rhys A Farrer
- UCL Genetics Institute, University College London, Gower Street, London, WC1E 6BT, UK
- Medical Research Council Centre for Medical Mycology at the University of Exeter, University of Exeter, Geoffrey Pope Building, Stocker Road, Exeter, EX4 4QD, UK
| | - Hui Wang
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, 100044, China.
| | - Francois Balloux
- UCL Genetics Institute, University College London, Gower Street, London, WC1E 6BT, UK.
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19
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van Dorp L, Houldcroft CJ, Richard D, Balloux F. COVID-19, the first pandemic in the post-genomic era. Curr Opin Virol 2021; 50:40-48. [PMID: 34352474 PMCID: PMC8275481 DOI: 10.1016/j.coviro.2021.07.002] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Revised: 07/06/2021] [Accepted: 07/06/2021] [Indexed: 12/28/2022]
Abstract
The scale of the international efforts to sequence SARS-CoV-2 genomes is unprecedented. Early availability of genomes allowed rapid characterisation of the virus, thus kickstarting many highly successful vaccine development programmes. Worldwide genomic resources have provided a good understanding of the pandemic, supported close monitoring of the emergence of viral genomic diversity and pinpointed those sites to prioritise for functional characterisation. Continued genomic surveillance of global viral populations will be crucial to inform the timing of vaccine updates so as to pre-empt the spread of immune escape lineages. While genome sequencing has provided us with an exceptionally powerful tool to monitor the evolution of SARS-CoV-2, there is room for further improvements in particular in the form of less heterogeneous global surveillance and tools to rapidly identify concerning viral lineages.
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Affiliation(s)
- Lucy van Dorp
- UCL Genetics Institute, Department of Genetics, Evolution and Environment, University College London, London, WC1E 6BT, UK.
| | | | - Damien Richard
- UCL Genetics Institute, Department of Genetics, Evolution and Environment, University College London, London, WC1E 6BT, UK; Division of Infection and Immunity, University College London, London, WC1E 6BT, UK
| | - François Balloux
- UCL Genetics Institute, Department of Genetics, Evolution and Environment, University College London, London, WC1E 6BT, UK
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20
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de-Dios T, Carrión P, Olalde I, Llovera Nadal L, Lizano E, Pàmies D, Marques-Bonet T, Balloux F, van Dorp L, Lalueza-Fox C. Salmonella enterica from a soldier from the 1652 siege of Barcelona (Spain) supports historical transatlantic epidemic contacts. iScience 2021; 24:103021. [PMID: 34527890 PMCID: PMC8430385 DOI: 10.1016/j.isci.2021.103021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Revised: 05/14/2021] [Accepted: 08/19/2021] [Indexed: 12/04/2022] Open
Abstract
Ancient pathogen genomics is an emerging field allowing reconstruction of past epidemics. The demise of post-contact American populations may, at least in part, have been caused by paratyphoid fever brought by Europeans. We retrieved genome-wide data from two Spanish soldiers who were besieging the city of Barcelona in 1652, during the Reapers' War. Their ancestry derived from the Basque region and Sardinia, respectively, (at that time, this island belonged to the Spanish kingdom). Despite the proposed plague epidemic, we could not find solid evidence for the presence of the causative plague agent in these individuals. However, we retrieved from one individual a substantial fraction of the Salmonella enterica serovar Paratyphi C lineage linked to paratyphoid fever in colonial period Mexico. Our results support a growing body of evidence that Paratyphi C enteric fever was more prevalent in Europe and the Americas in the past than it is today.
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Affiliation(s)
- Toni de-Dios
- Institute of Evolutionary Biology (CSIC-UPF), 08003 Barcelona, Spain
| | - Pablo Carrión
- Institute of Evolutionary Biology (CSIC-UPF), 08003 Barcelona, Spain
| | - Iñigo Olalde
- Institute of Evolutionary Biology (CSIC-UPF), 08003 Barcelona, Spain
| | | | - Esther Lizano
- Institute of Evolutionary Biology (CSIC-UPF), 08003 Barcelona, Spain
| | - Dídac Pàmies
- Antequem. Arqueologia-Patrimoni Cultural, 08301 Mataró, Spain
| | - Tomas Marques-Bonet
- Institute of Evolutionary Biology (CSIC-UPF), 08003 Barcelona, Spain
- Catalan Institution of Research and Advanced Studies (ICREA), 08010 Barcelona, Spain
- CNAG-CRG, Centre for Genomic Regulation, Barcelona Institute of Science and Technology (BIST), 08028 Barcelona, Spain
- Institut Català de Paleontologia Miquel Crusafont, Universitat Autònoma de Barcelona, 08193 Cerdanyola del Vallès, Spain
| | - François Balloux
- UCL Genetics Institute, University College London, London WC1E 6BT, UK
| | - Lucy van Dorp
- UCL Genetics Institute, University College London, London WC1E 6BT, UK
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21
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Abstract
Our understanding of the host component of sepsis has made significant progress. However, detailed study of the microorganisms causing sepsis, either as single pathogens or microbial assemblages, has received far less attention. Metagenomic data offer opportunities to characterize the microbial communities found in septic and healthy individuals. In this study we apply gradient-boosted tree classifiers and a novel computational decontamination technique built upon SHapley Additive exPlanations (SHAP) to identify microbial hallmarks which discriminate blood metagenomic samples of septic patients from that of healthy individuals. Classifiers had high performance when using the read assignments to microbial genera [area under the receiver operating characteristic (AUROC=0.995)], including after removal of species ‘culture-confirmed’ as the cause of sepsis through clinical testing (AUROC=0.915). Models trained on single genera were inferior to those employing a polymicrobial model and we identified multiple co-occurring bacterial genera absent from healthy controls. While prevailing diagnostic paradigms seek to identify single pathogens, our results point to the involvement of a polymicrobial community in sepsis. We demonstrate the importance of the microbial component in characterising sepsis, which may offer new biological insights into the aetiology of sepsis, and ultimately support the development of clinical diagnostic or even prognostic tools.
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Affiliation(s)
- Cedric Chih Shen Tan
- UCL Genetics Institute, University College London, Gower Street, London, WC1E 6BT, UK.,Genome Institute of Singapore, A*STAR, Singapore 138672, Singapore
| | - Mislav Acman
- UCL Genetics Institute, University College London, Gower Street, London, WC1E 6BT, UK
| | - Lucy van Dorp
- UCL Genetics Institute, University College London, Gower Street, London, WC1E 6BT, UK
| | - Francois Balloux
- UCL Genetics Institute, University College London, Gower Street, London, WC1E 6BT, UK
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22
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López S, Tarekegn A, Band G, van Dorp L, Bird N, Morris S, Oljira T, Mekonnen E, Bekele E, Blench R, Thomas MG, Bradman N, Hellenthal G. Evidence of the interplay of genetics and culture in Ethiopia. Nat Commun 2021; 12:3581. [PMID: 34117245 PMCID: PMC8196081 DOI: 10.1038/s41467-021-23712-w] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2019] [Accepted: 05/13/2021] [Indexed: 11/13/2022] Open
Abstract
The rich linguistic, ethnic and cultural diversity of Ethiopia provides an unprecedented opportunity to understand the level to which cultural factors correlate with-and shape-genetic structure in human populations. Using primarily new genetic variation data covering 1,214 Ethiopians representing 68 different ethnic groups, together with information on individuals' birthplaces, linguistic/religious practices and 31 cultural practices, we disentangle the effects of geographic distance, elevation, and social factors on the genetic structure of Ethiopians today. We provide evidence of associations between social behaviours and genetic differences among present-day peoples. We show that genetic similarity is broadly associated with linguistic affiliation, but also identify pronounced genetic similarity among groups from disparate language classifications that may in part be attributable to recent intermixing. We also illustrate how groups reporting the same culture traits are more genetically similar on average and show evidence of recent intermixing, suggesting that shared cultural traits may promote admixture. In addition to providing insights into the genetic structure and history of Ethiopia, we identify the most important cultural and geographic predictors of genetic differentiation and provide a resource for designing sampling protocols for future genetic studies involving Ethiopians.
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Affiliation(s)
- Saioa López
- Research Department of Genetics, Evolution & Environment, University College London, London, UK.
- UCL Genetics Institute, University College London, London, UK.
| | - Ayele Tarekegn
- Department of Archaeology and Heritage Management, College of Social Sciences, Addis Ababa University, New Classrooms (NCR) Building, Second Floor, Office No. 214, Addis Ababa University, Addis Ababa, Ethiopia.
| | - Gavin Band
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, UK
| | - Lucy van Dorp
- Research Department of Genetics, Evolution & Environment, University College London, London, UK
- UCL Genetics Institute, University College London, London, UK
| | - Nancy Bird
- Research Department of Genetics, Evolution & Environment, University College London, London, UK
- UCL Genetics Institute, University College London, London, UK
| | - Sam Morris
- Research Department of Genetics, Evolution & Environment, University College London, London, UK
- UCL Genetics Institute, University College London, London, UK
| | - Tamiru Oljira
- Genomics & Bioinformatics Research Directorate (GBRD), Ethiopian Biotechnology Institute (EBTi), Addis Ababa, Ethiopia
| | - Ephrem Mekonnen
- Institute of Biotechnology, Addis Ababa University, Addis Ababa, Ethiopia
| | - Endashaw Bekele
- College of Natural and Computational Sciences, Addis Ababa University, Addis Ababa, Ethiopia
| | - Roger Blench
- McDonald Institute for Archaeological Research, University of Cambridge, Cambridge, UK
- Department of History, University of Jos, Jos, Nigeria
| | - Mark G Thomas
- Research Department of Genetics, Evolution & Environment, University College London, London, UK
- UCL Genetics Institute, University College London, London, UK
| | | | - Garrett Hellenthal
- Research Department of Genetics, Evolution & Environment, University College London, London, UK.
- UCL Genetics Institute, University College London, London, UK.
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23
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Qutob N, Salah Z, Richard D, Darwish H, Sallam H, Shtayeh I, Najjar O, Ruzayqat M, Najjar D, Balloux F, van Dorp L. Genomic epidemiology of the first epidemic wave of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in Palestine. Microb Genom 2021; 7:000584. [PMID: 34156923 PMCID: PMC8461465 DOI: 10.1099/mgen.0.000584] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2020] [Accepted: 04/16/2021] [Indexed: 11/26/2022] Open
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), the novel coronavirus responsible for the COVID-19 pandemic, continues to cause a significant public-health burden and disruption globally. Genomic epidemiology approaches point to most countries in the world having experienced many independent introductions of SARS-CoV-2 during the early stages of the pandemic. However, this situation may change with local lockdown policies and restrictions on travel, leading to the emergence of more geographically structured viral populations and lineages transmitting locally. Here, we report the first SARS-CoV-2 genomes from Palestine sampled from early March 2020, when the first cases were observed, through to August of 2020. SARS-CoV-2 genomes from Palestine fall across the diversity of the global phylogeny, consistent with at least nine independent introductions into the region. We identify one locally predominant lineage in circulation represented by 50 Palestinian SARS-CoV-2, grouping with genomes generated from Israel and the UK. We estimate the age of introduction of this lineage to 05/02/2020 (16/01/2020-19/02/2020), suggesting SARS-CoV-2 was already in circulation in Palestine predating its first detection in Bethlehem in early March. Our work highlights the value of ongoing genomic surveillance and monitoring to reconstruct the epidemiology of COVID-19 at both local and global scales.
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Affiliation(s)
- Nouar Qutob
- Department of Health Sciences, Faculty of Graduate Studies, Arab American University, Ramallah, Palestine
| | - Zaidoun Salah
- Department of Health Sciences, Faculty of Graduate Studies, Arab American University, Ramallah, Palestine
- Present address: Al Quds Bard College, Al-Quds University, East Jerusalem, Palestine
| | - Damien Richard
- Institute of Child Health, University College London, London, UK
- UCL Genetics Institute, University College London, London, UK
| | - Hisham Darwish
- Department of Health Sciences, Faculty of Graduate Studies, Arab American University, Ramallah, Palestine
| | - Husam Sallam
- Department of Health Sciences, Faculty of Graduate Studies, Arab American University, Ramallah, Palestine
| | - Issa Shtayeh
- Palestinian Ministry of Health, Ramallah, Palestine
| | - Osama Najjar
- Palestinian Ministry of Health, Ramallah, Palestine
| | | | - Dana Najjar
- Department of Health Sciences, Faculty of Graduate Studies, Arab American University, Ramallah, Palestine
- Palestinian Ministry of Health, Ramallah, Palestine
| | | | - Lucy van Dorp
- UCL Genetics Institute, University College London, London, UK
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Osnes MN, van Dorp L, Brynildsrud OB, Alfsnes K, Schneiders T, Templeton KE, Yahara K, Balloux F, Caugant DA, Eldholm V. Antibiotic Treatment Regimes as a Driver of the Global Population Dynamics of a Major Gonorrhea Lineage. Mol Biol Evol 2021; 38:1249-1261. [PMID: 33432328 PMCID: PMC8042733 DOI: 10.1093/molbev/msaa282] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
The Neisseria gonorrhoeae multilocus sequence type (ST) 1901 is among the lineages most commonly associated with treatment failure. Here, we analyze a global collection of ST-1901 genomes to shed light on the emergence and spread of alleles associated with reduced susceptibility to extended-spectrum cephalosporins (ESCs). The genetic diversity of ST-1901 falls into a minor and a major clade, both of which were inferred to have originated in East Asia. The dispersal of the major clade from Asia happened in two separate waves expanding from ∼1987 and 1996, respectively. Both waves first reached North America, and from there spread to Europe and Oceania, with multiple secondary reintroductions to Asia. The ancestor of the second wave acquired the penA 34.001 allele, which significantly reduces susceptibility to ESCs. Our results suggest that the acquisition of this allele granted the second wave a fitness advantage at a time when ESCs became the key drug class used to treat gonorrhea. Following its establishment globally, the lineage has served as a reservoir for the repeated emergence of clones fully resistant to the ESC ceftriaxone, an essential drug for effective treatment of gonorrhea. We infer that the effective population sizes of both clades went into decline as treatment schemes shifted from fluoroquinolones via ESC monotherapy to dual therapy with ceftriaxone and azithromycin in Europe and the United States. Despite the inferred recent population size decline, the short evolutionary path from the penA 34.001 allele to alleles providing full ceftriaxone resistance is a cause of concern.
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Affiliation(s)
- Magnus N Osnes
- Division of Infectious Disease Control and Environmental Health, Norwegian Institute of Public Health, Oslo, Norway
- Department of Biostatistics, Institute of Basic Medical Sciences, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Lucy van Dorp
- UCL Genetics Institute, University College London, London, United Kingdom
| | - Ola B Brynildsrud
- Division of Infectious Disease Control and Environmental Health, Norwegian Institute of Public Health, Oslo, Norway
| | - Kristian Alfsnes
- Division of Infectious Disease Control and Environmental Health, Norwegian Institute of Public Health, Oslo, Norway
| | - Thamarai Schneiders
- Division of Infection Medicine, University of Edinburgh, Edinburgh, United Kingdom
| | - Kate E Templeton
- Department of Laboratory Medicine, Royal Infirmary of Edinburgh, NHS Lothian, Edinburgh, United Kingdom
| | - Koji Yahara
- Antimicrobial Resistance Research Center, National Institute of Infectious Diseases, Tokyo, Japan
| | - Francois Balloux
- UCL Genetics Institute, University College London, London, United Kingdom
| | - Dominique A Caugant
- Division of Infectious Disease Control and Environmental Health, Norwegian Institute of Public Health, Oslo, Norway
| | - Vegard Eldholm
- Division of Infectious Disease Control and Environmental Health, Norwegian Institute of Public Health, Oslo, Norway
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van Dorp L, Shey MS, Ghedin E, Michor F, Koonin EV, Hampson K. How Does Large-Scale Genomic Analysis Shape Our Understanding of COVID Variants in Real Time? Cell Syst 2021; 12:109-111. [PMID: 33539725 PMCID: PMC7846266 DOI: 10.1016/j.cels.2021.01.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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26
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van Dorp L, Richard D, Tan CCS, Shaw LP, Acman M, Balloux F. No evidence for increased transmissibility from recurrent mutations in SARS-CoV-2. Nat Commun 2020; 11:5986. [PMID: 33239633 PMCID: PMC7688939 DOI: 10.1038/s41467-020-19818-2] [Citation(s) in RCA: 186] [Impact Index Per Article: 46.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2020] [Accepted: 10/30/2020] [Indexed: 02/07/2023] Open
Abstract
COVID-19 is caused by the coronavirus SARS-CoV-2, which jumped into the human population in late 2019 from a currently uncharacterised animal reservoir. Due to this recent association with humans, SARS-CoV-2 may not yet be fully adapted to its human host. This has led to speculations that SARS-CoV-2 may be evolving towards higher transmissibility. The most plausible mutations under putative natural selection are those which have emerged repeatedly and independently (homoplasies). Here, we formally test whether any homoplasies observed in SARS-CoV-2 to date are significantly associated with increased viral transmission. To do so, we develop a phylogenetic index to quantify the relative number of descendants in sister clades with and without a specific allele. We apply this index to a curated set of recurrent mutations identified within a dataset of 46,723 SARS-CoV-2 genomes isolated from patients worldwide. We do not identify a single recurrent mutation in this set convincingly associated with increased viral transmission. Instead, recurrent mutations currently in circulation appear to be evolutionary neutral and primarily induced by the human immune system via RNA editing, rather than being signatures of adaptation. At this stage we find no evidence for significantly more transmissible lineages of SARS-CoV-2 due to recurrent mutations.
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Affiliation(s)
- Lucy van Dorp
- UCL Genetics Institute, University College London, London, WC1E 6BT, UK.
| | - Damien Richard
- Cirad, UMR PVBMT, F-97410 St Pierre, Réunion, France
- Université de la Réunion, UMR PVBMT, F-97490 St Denis, Réunion, France
| | - Cedric C S Tan
- UCL Genetics Institute, University College London, London, WC1E 6BT, UK
| | - Liam P Shaw
- Nuffield Department of Medicine, John Radcliffe Hospital, University of Oxford, Oxford, OX3 9DU, UK
| | - Mislav Acman
- UCL Genetics Institute, University College London, London, WC1E 6BT, UK
| | - François Balloux
- UCL Genetics Institute, University College London, London, WC1E 6BT, UK.
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27
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Bharucha T, Oeser C, Balloux F, Brown JR, Carbo EC, Charlett A, Chiu CY, Claas ECJ, de Goffau MC, de Vries JJC, Eloit M, Hopkins S, Huggett JF, MacCannell D, Morfopoulou S, Nath A, O'Sullivan DM, Reoma LB, Shaw LP, Sidorov I, Simner PJ, Van Tan L, Thomson EC, van Dorp L, Wilson MR, Breuer J, Field N. STROBE-metagenomics: a STROBE extension statement to guide the reporting of metagenomics studies. Lancet Infect Dis 2020; 20:e251-e260. [PMID: 32768390 PMCID: PMC7406238 DOI: 10.1016/s1473-3099(20)30199-7] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/13/2019] [Revised: 03/09/2020] [Accepted: 03/12/2020] [Indexed: 02/07/2023]
Abstract
The term metagenomics refers to the use of sequencing methods to simultaneously identify genomic material from all organisms present in a sample, with the advantage of greater taxonomic resolution than culture or other methods. Applications include pathogen detection and discovery, species characterisation, antimicrobial resistance detection, virulence profiling, and study of the microbiome and microecological factors affecting health. However, metagenomics involves complex and multistep processes and there are important technical and methodological challenges that require careful consideration to support valid inference. We co-ordinated a multidisciplinary, international expert group to establish reporting guidelines that address specimen processing, nucleic acid extraction, sequencing platforms, bioinformatics considerations, quality assurance, limits of detection, power and sample size, confirmatory testing, causality criteria, cost, and ethical issues. The guidance recognises that metagenomics research requires pragmatism and caution in interpretation, and that this field is rapidly evolving.
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Affiliation(s)
- Tehmina Bharucha
- Department of Biochemistry, University of Oxford, Oxford, UK; Lao-Oxford-Mahosot Hospital-Wellcome Trust Research Unit, Microbiology Laboratory, Mahosot Hospital, Vientiane, Laos.
| | - Clarissa Oeser
- Centre for Molecular Epidemiology and Translational Research, University College London, London, UK
| | | | - Julianne R Brown
- Microbiology, Virology and Infection Prevention and Control, Great Ormond Street Hospital for Children, London, UK
| | - Ellen C Carbo
- Department of Medical Microbiology, Leiden University Medical Center, Leiden, Netherlands
| | - Andre Charlett
- Statistics, Modelling and Economics Department, Public Health England, London, UK
| | - Charles Y Chiu
- Department of Laboratory Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Eric C J Claas
- Department of Medical Microbiology, Leiden University Medical Center, Leiden, Netherlands
| | - Marcus C de Goffau
- Wellcome Sanger Institute, Hinxton, UK; Department of Veterinary Medicine, University of Cambridge, Cambridge, UK
| | - Jutte J C de Vries
- Department of Medical Microbiology, Leiden University Medical Center, Leiden, Netherlands
| | - Marc Eloit
- Pathogen Discovery Laboratory, Institut Pasteur, Paris, France
| | - Susan Hopkins
- Healthcare-Associated Infection and Antimicrobial Resistance, Public Health England, London, UK; Infectious Diseases Unit, Royal Free Hospital, London, UK
| | - Jim F Huggett
- National Measurement Laboratory, LGC, Teddington, UK; School of Biosciences & Medicine, Faculty of Health & Medical Sciences, University of Surrey, Guildford, UK
| | - Duncan MacCannell
- Office of Advanced Molecular Detection, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Sofia Morfopoulou
- Division of Infection and Immunity, University College London, London, UK
| | - Avindra Nath
- Section of Infections of the Nervous System, National Institutes of Health, Bethesda, MD, USA
| | | | - Lauren B Reoma
- Section of Infections of the Nervous System, National Institutes of Health, Bethesda, MD, USA
| | - Liam P Shaw
- Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Igor Sidorov
- Department of Medical Microbiology, Leiden University Medical Center, Leiden, Netherlands
| | - Patricia J Simner
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Le Van Tan
- Emerging Infections Group, Oxford University Clinical Research Unit, Ho Chi Minh city, Vietnam
| | - Emma C Thomson
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Glasgow, UK
| | - Lucy van Dorp
- UCL Genetics Institute, University College London, London, UK
| | - Michael R Wilson
- Weill Institute for Neurosciences and Department of Neurology, University of California, San Francisco, CA, USA
| | - Judith Breuer
- Division of Infection and Immunity, University College London, London, UK; Great Ormond Street Hospital for Children, London, UK
| | - Nigel Field
- Centre for Molecular Epidemiology and Translational Research, University College London, London, UK
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van Dorp L, Acman M, Richard D, Shaw LP, Ford CE, Ormond L, Owen CJ, Pang J, Tan CCS, Boshier FAT, Ortiz AT, Balloux F. Emergence of genomic diversity and recurrent mutations in SARS-CoV-2. Infect Genet Evol 2020; 83:104351. [PMID: 32387564 PMCID: PMC7199730 DOI: 10.1016/j.meegid.2020.104351] [Citation(s) in RCA: 498] [Impact Index Per Article: 124.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/24/2020] [Revised: 04/30/2020] [Accepted: 05/02/2020] [Indexed: 02/06/2023]
Abstract
SARS-CoV-2 is a SARS-like coronavirus of likely zoonotic origin first identified in December 2019 in Wuhan, the capital of China's Hubei province. The virus has since spread globally, resulting in the currently ongoing COVID-19 pandemic. The first whole genome sequence was published on January 5 2020, and thousands of genomes have been sequenced since this date. This resource allows unprecedented insights into the past demography of SARS-CoV-2 but also monitoring of how the virus is adapting to its novel human host, providing information to direct drug and vaccine design. We curated a dataset of 7666 public genome assemblies and analysed the emergence of genomic diversity over time. Our results are in line with previous estimates and point to all sequences sharing a common ancestor towards the end of 2019, supporting this as the period when SARS-CoV-2 jumped into its human host. Due to extensive transmission, the genetic diversity of the virus in several countries recapitulates a large fraction of its worldwide genetic diversity. We identify regions of the SARS-CoV-2 genome that have remained largely invariant to date, and others that have already accumulated diversity. By focusing on mutations which have emerged independently multiple times (homoplasies), we identify 198 filtered recurrent mutations in the SARS-CoV-2 genome. Nearly 80% of the recurrent mutations produced non-synonymous changes at the protein level, suggesting possible ongoing adaptation of SARS-CoV-2. Three sites in Orf1ab in the regions encoding Nsp6, Nsp11, Nsp13, and one in the Spike protein are characterised by a particularly large number of recurrent mutations (>15 events) which may signpost convergent evolution and are of particular interest in the context of adaptation of SARS-CoV-2 to the human host. We additionally provide an interactive user-friendly web-application to query the alignment of the 7666 SARS-CoV-2 genomes.
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Affiliation(s)
- Lucy van Dorp
- UCL Genetics Institute, University College London, London WC1E 6BT, UK.
| | - Mislav Acman
- UCL Genetics Institute, University College London, London WC1E 6BT, UK
| | - Damien Richard
- Cirad, UMR PVBMT, F-97410, St Pierre, Réunion, France; Université de la Réunion, UMR PVBMT, F-97490, St Denis, Réunion, France
| | - Liam P Shaw
- Nuffield Department of Medicine, John Radcliffe Hospital, University of Oxford, Oxford OX3 9DU, UK
| | - Charlotte E Ford
- UCL Genetics Institute, University College London, London WC1E 6BT, UK
| | - Louise Ormond
- UCL Genetics Institute, University College London, London WC1E 6BT, UK
| | | | - Juanita Pang
- UCL Genetics Institute, University College London, London WC1E 6BT, UK; Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Cedric C S Tan
- UCL Genetics Institute, University College London, London WC1E 6BT, UK
| | | | - Arturo Torres Ortiz
- UCL Genetics Institute, University College London, London WC1E 6BT, UK; Department of Infectious Disease, Imperial College, London W2 1NY, UK
| | - François Balloux
- UCL Genetics Institute, University College London, London WC1E 6BT, UK.
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29
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Nimmo C, Millard J, van Dorp L, Brien K, Moodley S, Wolf A, Grant AD, Padayatchi N, Pym AS, Balloux F, O'Donnell M. Population-level emergence of bedaquiline and clofazimine resistance-associated variants among patients with drug-resistant tuberculosis in southern Africa: a phenotypic and phylogenetic analysis. Lancet Microbe 2020; 1:e165-e174. [PMID: 32803174 PMCID: PMC7416634 DOI: 10.1016/s2666-5247(20)30031-8] [Citation(s) in RCA: 53] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
BACKGROUND Bedaquiline and clofazimine are important drugs in the treatment of drug-resistant tuberculosis and are commonly used across southern Africa, although drug susceptibility testing is not routinely performed. In this study, we did a genotypic and phenotypic analysis of drug-resistant Mycobacterium tuberculosis isolates from cohort studies in hospitals in KwaZulu-Natal, South Africa, to identify resistance-associated variants (RAVs) and assess the extent of clofazimine and bedaquiline cross-resistance. We also used a comprehensive dataset of whole-genome sequences to investigate the phylogenetic and geographical distribution of bedaquiline and clofazimine RAVs in southern Africa. METHODS In this study, we included M tuberculosis isolates reported from the PRAXIS study of patients with drug-resistant tuberculosis treated with bedaquiline (King Dinuzulu Hospital, Durban) and three other cohort studies of drug-resistant tuberculosis in other KwaZulu-Natal hospitals, and sequential isolates from six persistently culture-positive patients with extensively drug-resistant tuberculosis at the KwaZulu-Natal provincial referral laboratory. Samples were collected between 2013 and 2019. Microbiological cultures were done as part of all parent studies. We sequenced whole genomes of included isolates and measured bedaquiline and clofazimine minimum inhibitory concentrations (MICs) for isolates identified as carrying any Rv0678 variant or previously published atpE, pepQ, and Rv1979c RAVs, which were the subject of the phenotypic study. We combined all whole-genome sequences of M tuberculosis obtained in this study with publicly available sequence data from other tuberculosis studies in southern Africa (defined as the countries of the Southern African Development Community), including isolates with Rv0678 variants identified by screening public genomic databases. We used this extended dataset to reconstruct phylogenetic relationships across lineage 2 and 4 M tuberculosis isolates. FINDINGS We sequenced the whole genome of 648 isolates from 385 patients with drug-resistant tuberculosis recruited into cohort studies in KwaZulu-Natal, and 28 isolates from six patients from the KwaZulu-Natal referral laboratory. We identified 30 isolates with Rv0678 RAVs from 16 (4%) of 391 patients. We did not identify any atpE, pepQ, or Rv1979c RAVs. MICs were measured for 21 isolates with Rv0678 RAVs. MICs were above the critical concentration for bedaquiline resistance in nine (43%) of 21 isolates, in the intermediate category in nine (43%) isolates, and within the wild-type range in three (14%) isolates. Clofazimine MICs in genetically wild-type isolates ranged from 0·12-0·5 μg/mL, and in isolates with RAVs from 0·25-4·0 μg/mL. Phylogenetic analysis of the extended dataset including M tuberculosis isolates from southern Africa resolved multiple emergences of Rv0678 variants in lineages 2 and 4, documented two likely nosocomial transmission events, and identified the spread of a possibly bedaquiline and clofazimine cross-resistant clone in eSwatini. We also identified four patients with pepQ frameshift mutations that may confer resistance. INTERPRETATION Bedaquiline and clofazimine cross-resistance in southern Africa is emerging repeatedly, with evidence of onward transmission largely due to Rv0678 mutations in M tuberculosis. Roll-out of bedaquiline and clofazimine treatment in the setting of limited drug susceptibility testing could allow further spread of resistance. Designing strong regimens would help reduce the emergence of resistance. Drug susceptibility testing is required to identify where resistance does emerge. FUNDING Wellcome Trust, National Institute of Allergy and Infectious Diseases and National Center for Advancing Translational Sciences of the National Institutes of Health.
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Affiliation(s)
- Camus Nimmo
- Division of Infection and Immunity, University College London, London, UK
- UCL Genetics Institute, University College London, London, UK
- Africa Health Research Institute, Durban, South Africa
| | - James Millard
- Africa Health Research Institute, Durban, South Africa
- Wellcome Trust Liverpool Glasgow Centre for Global Health Research, Liverpool, UK
- Institute of Infection and Global Health, University of Liverpool, Liverpool, UK
| | - Lucy van Dorp
- UCL Genetics Institute, University College London, London, UK
| | - Kayleen Brien
- Africa Health Research Institute, Durban, South Africa
| | | | - Allison Wolf
- Department of Medicine, Columbia University Medical Center, New York, NY, USA
| | - Alison D Grant
- Africa Health Research Institute, Durban, South Africa
- TB Centre, London School of Hygiene & Tropical Medicine, London, UK
- School of Laboratory Medicine & Medical Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Nesri Padayatchi
- CAPRISA-MRC HIV-TB Pathogenesis and Treatment Research Unit, Centre for the Aids Programme of Research in South Africa (CAPRISA), Durban, KwaZulu-Natal, South Africa
| | | | | | - Max O'Donnell
- Department of Medicine, Columbia University Medical Center, New York, NY, USA
- Department of Epidemiology, Columbia University Medical Center, New York, NY, USA
- CAPRISA-MRC HIV-TB Pathogenesis and Treatment Research Unit, Centre for the Aids Programme of Research in South Africa (CAPRISA), Durban, KwaZulu-Natal, South Africa
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30
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Nimmo C, Millard J, Brien K, Moodley S, van Dorp L, Lutchminarain K, Wolf A, Grant AD, Balloux F, Pym AS, Padayatchi N, O'Donnell M. Bedaquiline resistance in drug-resistant tuberculosis HIV co-infected patients. Eur Respir J 2020; 55:1902383. [PMID: 32060065 PMCID: PMC7270361 DOI: 10.1183/13993003.02383-2019] [Citation(s) in RCA: 54] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2019] [Accepted: 02/06/2020] [Indexed: 11/30/2022]
Abstract
Global tuberculosis (TB) control is threatened by drug resistance, with over 500 000 cases resistant to first-line drugs in 2018 [1]. Bedaquiline is a highly effective TB drug and has improved drug-resistant TB (DR-TB) outcomes in trial and programmatic settings [2, 3]. The World Health Organization (WHO) recommends its inclusion in most DR-TB regimens [4] and it is under further evaluation in clinical trials. There have been several reports of clinical bedaquiline resistance [5–8]. Resistance-associated variants (RAVs) in clinical isolates identified to date are almost exclusively caused by Rv0678 mutations which can raise Mycobacterium tuberculosis minimum inhibitory concentrations (MICs) for bedaquiline and clofazimine [9]. Genetic mutations linked to bedaquiline resistance were found before starting treatment and acquired during treatment in patients with drug-resistant TB and HIV in KwaZulu-Natal, South Africa. Routine bedaquiline resistance testing needs to be accelerated. http://bit.ly/2vnL4VY
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Affiliation(s)
- Camus Nimmo
- Division of Infection and Immunity, University College London, London, UK
- UCL Genetics Institute, University College London, London, UK
- Africa Health Research Institute, Durban, South Africa
| | - James Millard
- Africa Health Research Institute, Durban, South Africa
- Wellcome Trust Liverpool Glasgow Centre for Global Health Research, Liverpool, UK
- Institute of Infection and Global Health, University of Liverpool, Liverpool, UK
| | - Kayleen Brien
- Africa Health Research Institute, Durban, South Africa
| | | | - Lucy van Dorp
- UCL Genetics Institute, University College London, London, UK
| | | | - Allison Wolf
- Dept of Medicine, Columbia University Medical Center, New York, NY, USA
| | - Alison D Grant
- Africa Health Research Institute, Durban, South Africa
- TB Centre, London School of Hygiene and Tropical Medicine, London, UK
| | | | | | - Nesri Padayatchi
- CAPRISA MRC-HIV-TB Pathogenesis and Treatment Research Unit, Durban, South Africa
| | - Max O'Donnell
- CAPRISA MRC-HIV-TB Pathogenesis and Treatment Research Unit, Durban, South Africa
- Dept of Medicine and Epidemiology, Columbia University Medical Center, New York, NY, USA
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31
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de-Dios T, van Dorp L, Charlier P, Morfopoulou S, Lizano E, Bon C, Le Bitouzé C, Alvarez-Estape M, Marquès-Bonet T, Balloux F, Lalueza-Fox C. Metagenomic analysis of a blood stain from the French revolutionary Jean-Paul Marat (1743-1793). Infect Genet Evol 2020; 80:104209. [PMID: 32004756 PMCID: PMC7615110 DOI: 10.1016/j.meegid.2020.104209] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/08/2019] [Revised: 01/24/2020] [Accepted: 01/26/2020] [Indexed: 12/31/2022]
Abstract
The French revolutionary Jean-Paul Marat (1743-1793) was assassinated in 1793 in his bathtub, where he was trying to find relief from the debilitating skin disease he was suffering from. At the time of his death, Marat was annotating newspapers, which got stained with his blood and were subsequently preserved by his sister. We extracted and sequenced DNA from the blood stain and also from another section of the newspaper, which we used for comparison. Results from the human DNA sequence analyses were compatible with a heterogeneous ancestry of Marat, with his mother being of French origin and his father born in Sardinia. Metagenomic analyses of the non-human reads uncovered the presence of fungal, bacterial and low levels of viral DNA. Relying on the presence/absence of microbial species in the samples, we could cast doubt on several putative infectious agents that have been previously hypothesised as the cause of his condition but for which we detect not a single sequencing read. Conversely, some of the species we detect are uncommon as environmental contaminants and may represent plausible infective agents. Based on all the available evidence, we hypothesize that Marat may have suffered from a fungal infection (seborrheic dermatitis), possibly superinfected with bacterial opportunistic pathogens.
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Affiliation(s)
- Toni de-Dios
- Institute of Evolutionary Biology (CSIC-Universitat Pompeu Fabra), 08003 Barcelona, Spain
| | - Lucy van Dorp
- UCL Genetics Institute, University College London, London WC1E 6BT, UK.
| | - Philippe Charlier
- Département de la Recherche et de l'Enseignement, Musée du Quai Branly - Jacques Chirac, 75007 Paris, France; Université Paris-Saclay (UVSQ), Laboratory Anthropology, Archaeology, Biology (LAAB), 78180 Montigny-le-bretonneux, France
| | - Sofia Morfopoulou
- UCL Genetics Institute, University College London, London WC1E 6BT, UK; Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Esther Lizano
- Institute of Evolutionary Biology (CSIC-Universitat Pompeu Fabra), 08003 Barcelona, Spain
| | - Celine Bon
- Département Hommes, Natures, Sociétés, Muséum National d'Histoire Naturelle, 75116 Paris, France
| | | | - Marina Alvarez-Estape
- Institute of Evolutionary Biology (CSIC-Universitat Pompeu Fabra), 08003 Barcelona, Spain
| | - Tomas Marquès-Bonet
- Institute of Evolutionary Biology (CSIC-Universitat Pompeu Fabra), 08003 Barcelona, Spain; Catalan Institution of Research and Advanced Studies (ICREA), 08010 Barcelona, Spain; CNAG-CRG, Centre for Genomic Regulation, Barcelona Institute of Science and Technology (BIST), 08036 Barcelona, Spain; Institut Català de Paleontologia Miquel Crusafont, Universitat Autònoma de Barcelona, 08193 Cerdanyola del Vallès, Barcelona, Spain
| | - François Balloux
- UCL Genetics Institute, University College London, London WC1E 6BT, UK
| | - Carles Lalueza-Fox
- Institute of Evolutionary Biology (CSIC-Universitat Pompeu Fabra), 08003 Barcelona, Spain
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32
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Abstract
Many bacteria can exchange genetic material through horizontal gene transfer (HGT) mediated by plasmids and plasmid-borne transposable elements. Here, we study the population structure and dynamics of over 10,000 bacterial plasmids, by quantifying their genetic similarities and reconstructing a network based on their shared k-mer content. We use a community detection algorithm to assign plasmids into cliques, which correlate with plasmid gene content, bacterial host range, GC content, and existing classifications based on replicon and mobility (MOB) types. Further analysis of plasmid population structure allows us to uncover candidates for yet undescribed replicon genes, and to identify transposable elements as the main drivers of HGT at broad phylogenetic scales. Our work illustrates the potential of network-based analyses of the bacterial 'mobilome' and opens up the prospect of a natural, exhaustive classification framework for bacterial plasmids.
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Affiliation(s)
- Mislav Acman
- UCL Genetics Institute, University College London, Gower Street, London, WC1E 6BT, UK.
| | - Lucy van Dorp
- UCL Genetics Institute, University College London, Gower Street, London, WC1E 6BT, UK
| | - Joanne M Santini
- Institute of Structural and Molecular Biology, University College London, Gower Street, London, WC1E 6BT, UK
| | - Francois Balloux
- UCL Genetics Institute, University College London, Gower Street, London, WC1E 6BT, UK.
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33
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Pomiankowski A, Thomas MG, Jones S, Ekong R, van Dorp L, Maniatis N, Lane N, Rutherford A, Walker C, Swallow D. Eugenics history: university geneticists respond. Nature 2020; 580:321. [DOI: 10.1038/d41586-020-01080-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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34
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van Dorp L, Gelabert P, Rieux A, de Manuel M, de-Dios T, Gopalakrishnan S, Carøe C, Sandoval-Velasco M, Fregel R, Olalde I, Escosa R, Aranda C, Huijben S, Mueller I, Marquès-Bonet T, Balloux F, Gilbert MTP, Lalueza-Fox C. Plasmodium vivax Malaria Viewed through the Lens of an Eradicated European Strain. Mol Biol Evol 2020; 37:773-785. [PMID: 31697387 PMCID: PMC7038659 DOI: 10.1093/molbev/msz264] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
The protozoan Plasmodium vivax is responsible for 42% of all cases of malaria outside Africa. The parasite is currently largely restricted to tropical and subtropical latitudes in Asia, Oceania, and the Americas. Though, it was historically present in most of Europe before being finally eradicated during the second half of the 20th century. The lack of genomic information on the extinct European lineage has prevented a clear understanding of historical population structuring and past migrations of P. vivax. We used medical microscope slides prepared in 1944 from malaria-affected patients from the Ebro Delta in Spain, one of the last footholds of malaria in Europe, to generate a genome of a European P. vivax strain. Population genetics and phylogenetic analyses placed this strain basal to a cluster including samples from the Americas. This genome allowed us to calibrate a genomic mutation rate for P. vivax, and to estimate the mean age of the last common ancestor between European and American strains to the 15th century. This date points to an introduction of the parasite during the European colonization of the Americas. In addition, we found that some known variants for resistance to antimalarial drugs, including Chloroquine and Sulfadoxine, were already present in this European strain, predating their use. Our results shed light on the evolution of an important human pathogen and illustrate the value of antique medical collections as a resource for retrieving genomic information on pathogens from the past.
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Affiliation(s)
- Lucy van Dorp
- UCL Genetics Institute, University College London, London, United Kingdom
| | - Pere Gelabert
- Institute of Evolutionary Biology (CSIC-UPF), Barcelona, Spain
- Department of Evolutionary Anthropology, University of Vienna, Vienna, Austria
| | - Adrien Rieux
- CIRAD, UMR PVBMT, St. Pierre de la Réunion, France
| | - Marc de Manuel
- Institute of Evolutionary Biology (CSIC-UPF), Barcelona, Spain
| | - Toni de-Dios
- Institute of Evolutionary Biology (CSIC-UPF), Barcelona, Spain
| | - Shyam Gopalakrishnan
- Section for Evolutionary Genomics, Faculty of Health and Medical Sciences, The GLOBE Institute, University of Copenhagen, Copenhagen, Denmark
| | - Christian Carøe
- Section for Evolutionary Genomics, Faculty of Health and Medical Sciences, The GLOBE Institute, University of Copenhagen, Copenhagen, Denmark
| | - Marcela Sandoval-Velasco
- Section for Evolutionary Genomics, Faculty of Health and Medical Sciences, The GLOBE Institute, University of Copenhagen, Copenhagen, Denmark
| | - Rosa Fregel
- Department of Genetics, Stanford University, Stanford, CA
- Department of Biochemistry, Microbiology, Cell Biology and Genetics, Universidad de La Laguna, La Laguna, Spain
| | - Iñigo Olalde
- Department of Genetics, Harvard Medical School, Boston, MA
| | - Raül Escosa
- Consorci de Polítiques Ambientals de les Terres de l'Ebre (COPATE), Deltebre, Spain
| | - Carles Aranda
- Servei de Control de Mosquits, Consell Comarcal del Baix Llobregat, Sant Feliu de Llobregat, Spain
| | - Silvie Huijben
- School of Life Sciences, Center for Evolution and Medicine, Arizona State University, Tempe, AZ
- ISGlobal, Barcelona Institute for Global Health, Hospital Clínic-Universitat de Barcelona, Barcelona, Spain
| | - Ivo Mueller
- ISGlobal, Barcelona Institute for Global Health, Hospital Clínic-Universitat de Barcelona, Barcelona, Spain
- Population Health and Immunity Division, Walter & Eliza Hall Institute, Parkville, VIC, Australia
- Department of Medical Biology, University of Melbourne, Parkville, VIC, Australia
| | - Tomàs Marquès-Bonet
- Institute of Evolutionary Biology (CSIC-UPF), Barcelona, Spain
- Catalan Institution of Research and Advanced Studies (ICREA), Barcelona, Spain
- CNAG-CRG, Barcelona Institute of Science and Technology, Centre for Genomic Regulation (CRG), Barcelona, Spain
- Institut Català de Paleontologia Miquel Crusafont, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Barcelona, Spain
| | - François Balloux
- UCL Genetics Institute, University College London, London, United Kingdom
| | - M Thomas P Gilbert
- Section for Evolutionary Genomics, Faculty of Health and Medical Sciences, The GLOBE Institute, University of Copenhagen, Copenhagen, Denmark
- University Museum, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
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35
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Doyle RM, O'Sullivan DM, Aller SD, Bruchmann S, Clark T, Coello Pelegrin A, Cormican M, Diez Benavente E, Ellington MJ, McGrath E, Motro Y, Phuong Thuy Nguyen T, Phelan J, Shaw LP, Stabler RA, van Belkum A, van Dorp L, Woodford N, Moran-Gilad J, Huggett JF, Harris KA. Discordant bioinformatic predictions of antimicrobial resistance from whole-genome sequencing data of bacterial isolates: an inter-laboratory study. Microb Genom 2020; 6:e000335. [PMID: 32048983 PMCID: PMC7067211 DOI: 10.1099/mgen.0.000335] [Citation(s) in RCA: 52] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2019] [Accepted: 01/17/2020] [Indexed: 01/21/2023] Open
Abstract
Antimicrobial resistance (AMR) poses a threat to public health. Clinical microbiology laboratories typically rely on culturing bacteria for antimicrobial-susceptibility testing (AST). As the implementation costs and technical barriers fall, whole-genome sequencing (WGS) has emerged as a 'one-stop' test for epidemiological and predictive AST results. Few published comparisons exist for the myriad analytical pipelines used for predicting AMR. To address this, we performed an inter-laboratory study providing sets of participating researchers with identical short-read WGS data from clinical isolates, allowing us to assess the reproducibility of the bioinformatic prediction of AMR between participants, and identify problem cases and factors that lead to discordant results. We produced ten WGS datasets of varying quality from cultured carbapenem-resistant organisms obtained from clinical samples sequenced on either an Illumina NextSeq or HiSeq instrument. Nine participating teams ('participants') were provided these sequence data without any other contextual information. Each participant used their choice of pipeline to determine the species, the presence of resistance-associated genes, and to predict susceptibility or resistance to amikacin, gentamicin, ciprofloxacin and cefotaxime. We found participants predicted different numbers of AMR-associated genes and different gene variants from the same clinical samples. The quality of the sequence data, choice of bioinformatic pipeline and interpretation of the results all contributed to discordance between participants. Although much of the inaccurate gene variant annotation did not affect genotypic resistance predictions, we observed low specificity when compared to phenotypic AST results, but this improved in samples with higher read depths. Had the results been used to predict AST and guide treatment, a different antibiotic would have been recommended for each isolate by at least one participant. These challenges, at the final analytical stage of using WGS to predict AMR, suggest the need for refinements when using this technology in clinical settings. Comprehensive public resistance sequence databases, full recommendations on sequence data quality and standardization in the comparisons between genotype and resistance phenotypes will all play a fundamental role in the successful implementation of AST prediction using WGS in clinical microbiology laboratories.
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Affiliation(s)
- Ronan M. Doyle
- Clinical Research Department, London School of Hygiene and Tropical Medicine, London, UK
- Microbiology Department, Great Ormond Street Hospital NHS Foundation Trust, London, UK
| | - Denise M. O'Sullivan
- Molecular and Cell Biology Team, National Measurement Laboratory, Queens Road, Teddington, Middlesex, UK
| | - Sean D. Aller
- Institute for Infection and Immunity, St George’s, University of London, Cranmer Terrace, London, UK
| | - Sebastian Bruchmann
- Pathogen Genomics, Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK
| | - Taane Clark
- Department of Infection Biology, London School of Hygiene and Tropical Medicine, London, UK
| | - Andreu Coello Pelegrin
- Clinical Unit, bioMérieux, La Balme Les Grottes, France
- Vaccine and Infectious Disease Institute, Laboratory of Medical Microbiology, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium
| | | | - Ernest Diez Benavente
- Department of Infection Biology, London School of Hygiene and Tropical Medicine, London, UK
| | | | - Elaine McGrath
- Carbapenemase-Producing Enterobacterales Reference Laboratory, Department of Medical Microbiology, University Hospital Galway, Galway, Ireland
| | - Yair Motro
- School of Public Health, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer Sheva, Israel
| | - Thi Phuong Thuy Nguyen
- Department of BiNano Technology, College of BiNano Technology, Gachon University, Seoul, Republic of Korea
| | - Jody Phelan
- Department of Infection Biology, London School of Hygiene and Tropical Medicine, London, UK
| | - Liam P. Shaw
- Nuffield Department of Medicine, University of Oxford, John Radcliffe Hospital, Oxford, UK
| | | | | | - Lucy van Dorp
- UCL Genetics Institute, Department of Genetics, Evolution and Environment, University College London, Gower Street, London, UK
| | - Neil Woodford
- NIS Laboratories, National Infection Service, Public Health England, London, UK
| | - Jacob Moran-Gilad
- School of Public Health, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer Sheva, Israel
| | - Jim F. Huggett
- Molecular and Cell Biology Team, National Measurement Laboratory, Queens Road, Teddington, Middlesex, UK
- School of Biosciences and Medicine, Faculty of Health and Medical Science, University of Surrey, Guildford, UK
| | - Kathryn A. Harris
- Microbiology Department, Great Ormond Street Hospital NHS Foundation Trust, London, UK
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36
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de-Dios T, van Dorp L, Gelabert P, Carøe C, Sandoval-Velasco M, Fregel R, Escosa R, Aranda C, Huijben S, Balloux F, Gilbert MTP, Lalueza-Fox C. Genetic affinities of an eradicated European Plasmodium falciparum strain. Microb Genom 2019; 5. [PMID: 31454309 PMCID: PMC6807384 DOI: 10.1099/mgen.0.000289] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Malaria was present in most of Europe until the second half of the 20th century, when it was eradicated through a combination of increased surveillance and mosquito control strategies, together with cross-border and political collaboration. Despite the severe burden of malaria on human populations, it remains contentious how the disease arrived and spread in Europe. Here, we report a partial Plasmodium falciparum nuclear genome derived from a set of antique medical slides stained with the blood of malaria-infected patients from Spain’s Ebro Delta, dating to the 1940s. Our analyses of the genome of this now eradicated European P. falciparum strain confirms stronger phylogeographical affinity to present-day strains in circulation in central south Asia, rather than to those in Africa. This points to a longitudinal, rather than a latitudinal, spread of malaria into Europe. In addition, this genome displays two derived alleles in the pfmrp1 gene that have been associated with drug resistance. Whilst this could represent standing variation in the ancestral P. falciparum population, these mutations may also have arisen due to the selective pressure of quinine treatment, which was an anti-malarial drug already in use by the time the sample we sequenced was mounted on a slide.
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Affiliation(s)
- Toni de-Dios
- Institute of Evolutionary Biology (CSIC-UPF), 08003 Barcelona, Spain
| | - Lucy van Dorp
- UCL Genetics Institute, University College London, Gower Street, London WC1E 6BT, UK
| | - Pere Gelabert
- Institute of Evolutionary Biology (CSIC-UPF), 08003 Barcelona, Spain
| | - Christian Carøe
- Section for Evolutionary Genomics, Department of Biology, University of Copenhagen, 1353 Copenhagen, Denmark
| | - Marcela Sandoval-Velasco
- Section for Evolutionary Genomics, Department of Biology, University of Copenhagen, 1353 Copenhagen, Denmark
| | - Rosa Fregel
- Department of Biochemistry, Microbiology, Cell Biology and Genetics, Universidad of La Laguna, 38206 La Laguna, Spain.,Department of Genetics, Stanford University, Stanford, CA, USA
| | - Raül Escosa
- Consorci de Polítiques Ambientals de les Terres de l'Ebre (COPATE), 43580 Deltebre, Spain
| | - Carles Aranda
- Servei de Control de Mosquits, Consell Comarcal del Baix Llobregat, 08980 Sant Feliu de Llobregat, Spain
| | - Silvie Huijben
- Center for Evolution and Medicine, School of Life Sciences, Arizona State University, Tempe, AZ 85281, USA
| | - François Balloux
- UCL Genetics Institute, University College London, Gower Street, London WC1E 6BT, UK
| | - M Thomas P Gilbert
- Norwegian University of Science and Technology (NTNU) University Museum, N-7491 Trondheim, Norway.,Section for Evolutionary Genomics, Department of Biology, University of Copenhagen, 1353 Copenhagen, Denmark
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37
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Brace S, Diekmann Y, Booth TJ, van Dorp L, Faltyskova Z, Rohland N, Mallick S, Olalde I, Ferry M, Michel M, Oppenheimer J, Broomandkhoshbacht N, Stewardson K, Martiniano R, Walsh S, Kayser M, Charlton S, Hellenthal G, Armit I, Schulting R, Craig OE, Sheridan A, Pearson MP, Stringer C, Reich D, Thomas MG, Barnes I. Author Correction: Ancient genomes indicate population replacement in Early Neolithic Britain. Nat Ecol Evol 2019; 3:986-987. [PMID: 31068681 DOI: 10.1038/s41559-019-0912-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
In the version of this Article originally published, there were errors in the colour ordering of the legend in Fig. 5b, and in the positions of the target and surrogate populations in Fig. 5c. This has now been corrected. The conclusions of the study are in no way affected. The errors have been corrected in the HTML and PDF versions of the article.
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Affiliation(s)
- Selina Brace
- Department of Earth Sciences, Natural History Museum, London, UK
| | - Yoan Diekmann
- Research Department of Genetics, Evolution and Environment, University College London, London, UK
| | - Thomas J Booth
- Department of Earth Sciences, Natural History Museum, London, UK
| | - Lucy van Dorp
- UCL Genetics Institute, University College London, London, UK
| | - Zuzana Faltyskova
- Research Department of Genetics, Evolution and Environment, University College London, London, UK
| | - Nadin Rohland
- Department of Genetics, Harvard Medical School, Boston, MA, USA
| | - Swapan Mallick
- UCL Genetics Institute, University College London, London, UK.,Broad Institute of MIT and Harvard, Cambridge, MA, USA.,Howard Hughes Medical Institute, Harvard Medical School, Boston, MA, USA
| | - Iñigo Olalde
- Department of Genetics, Harvard Medical School, Boston, MA, USA
| | - Matthew Ferry
- Department of Genetics, Harvard Medical School, Boston, MA, USA.,Howard Hughes Medical Institute, Harvard Medical School, Boston, MA, USA
| | - Megan Michel
- Department of Genetics, Harvard Medical School, Boston, MA, USA.,Howard Hughes Medical Institute, Harvard Medical School, Boston, MA, USA
| | - Jonas Oppenheimer
- Department of Genetics, Harvard Medical School, Boston, MA, USA.,Howard Hughes Medical Institute, Harvard Medical School, Boston, MA, USA
| | - Nasreen Broomandkhoshbacht
- Department of Genetics, Harvard Medical School, Boston, MA, USA.,Howard Hughes Medical Institute, Harvard Medical School, Boston, MA, USA
| | - Kristin Stewardson
- Department of Genetics, Harvard Medical School, Boston, MA, USA.,Howard Hughes Medical Institute, Harvard Medical School, Boston, MA, USA
| | - Rui Martiniano
- Department of Genetics, University of Cambridge, Cambridge, UK
| | - Susan Walsh
- Department of Biology, Indiana University-Purdue University Indianapolis, Indianapolis, IN, USA
| | - Manfred Kayser
- Department of Genetic Identification, Erasmus University Medical Centre Rotterdam, Rotterdam, the Netherlands
| | - Sophy Charlton
- Department of Earth Sciences, Natural History Museum, London, UK.,Bioarch, University of York, York, UK
| | | | - Ian Armit
- School of Archaeological and Forensic Sciences, University of Bradford, Bradford, UK
| | - Rick Schulting
- Institute of Archaeology, University of Oxford, Oxford, UK
| | | | | | | | - Chris Stringer
- Department of Earth Sciences, Natural History Museum, London, UK
| | - David Reich
- Department of Genetics, Harvard Medical School, Boston, MA, USA.,Broad Institute of MIT and Harvard, Cambridge, MA, USA.,Howard Hughes Medical Institute, Harvard Medical School, Boston, MA, USA
| | - Mark G Thomas
- Research Department of Genetics, Evolution and Environment, University College London, London, UK. .,UCL Genetics Institute, University College London, London, UK.
| | - Ian Barnes
- Department of Earth Sciences, Natural History Museum, London, UK.
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38
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Brace S, Diekmann Y, Booth TJ, van Dorp L, Faltyskova Z, Rohland N, Mallick S, Olalde I, Ferry M, Michel M, Oppenheimer J, Broomandkhoshbacht N, Stewardson K, Martiniano R, Walsh S, Kayser M, Charlton S, Hellenthal G, Armit I, Schulting R, Craig OE, Sheridan A, Parker Pearson M, Stringer C, Reich D, Thomas MG, Barnes I. Ancient genomes indicate population replacement in Early Neolithic Britain. Nat Ecol Evol 2019; 3:765-771. [PMID: 30988490 DOI: 10.1038/s41559-019-0871-9] [Citation(s) in RCA: 81] [Impact Index Per Article: 16.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2018] [Accepted: 03/06/2019] [Indexed: 11/09/2022]
Abstract
The roles of migration, admixture and acculturation in the European transition to farming have been debated for over 100 years. Genome-wide ancient DNA studies indicate predominantly Aegean ancestry for continental Neolithic farmers, but also variable admixture with local Mesolithic hunter-gatherers. Neolithic cultures first appear in Britain circa 4000 BC, a millennium after they appeared in adjacent areas of continental Europe. The pattern and process of this delayed British Neolithic transition remain unclear. We assembled genome-wide data from 6 Mesolithic and 67 Neolithic individuals found in Britain, dating 8500-2500 BC. Our analyses reveal persistent genetic affinities between Mesolithic British and Western European hunter-gatherers. We find overwhelming support for agriculture being introduced to Britain by incoming continental farmers, with small, geographically structured levels of hunter-gatherer ancestry. Unlike other European Neolithic populations, we detect no resurgence of hunter-gatherer ancestry at any time during the Neolithic in Britain. Genetic affinities with Iberian Neolithic individuals indicate that British Neolithic people were mostly descended from Aegean farmers who followed the Mediterranean route of dispersal. We also infer considerable variation in pigmentation levels in Europe by circa 6000 BC.
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Affiliation(s)
- Selina Brace
- Department of Earth Sciences, Natural History Museum, London, UK
| | - Yoan Diekmann
- Research Department of Genetics, Evolution and Environment, University College London, London, UK
| | - Thomas J Booth
- Department of Earth Sciences, Natural History Museum, London, UK
| | - Lucy van Dorp
- UCL Genetics Institute, University College London, London, UK
| | - Zuzana Faltyskova
- Research Department of Genetics, Evolution and Environment, University College London, London, UK
| | - Nadin Rohland
- Department of Genetics, Harvard Medical School, Boston, MA, USA
| | - Swapan Mallick
- UCL Genetics Institute, University College London, London, UK.,Broad Institute of MIT and Harvard, Cambridge, MA, USA.,Howard Hughes Medical Institute, Harvard Medical School, Boston, MA, USA
| | - Iñigo Olalde
- Department of Genetics, Harvard Medical School, Boston, MA, USA
| | - Matthew Ferry
- Department of Genetics, Harvard Medical School, Boston, MA, USA.,Howard Hughes Medical Institute, Harvard Medical School, Boston, MA, USA
| | - Megan Michel
- Department of Genetics, Harvard Medical School, Boston, MA, USA.,Howard Hughes Medical Institute, Harvard Medical School, Boston, MA, USA
| | - Jonas Oppenheimer
- Department of Genetics, Harvard Medical School, Boston, MA, USA.,Howard Hughes Medical Institute, Harvard Medical School, Boston, MA, USA
| | - Nasreen Broomandkhoshbacht
- Department of Genetics, Harvard Medical School, Boston, MA, USA.,Howard Hughes Medical Institute, Harvard Medical School, Boston, MA, USA
| | - Kristin Stewardson
- Department of Genetics, Harvard Medical School, Boston, MA, USA.,Howard Hughes Medical Institute, Harvard Medical School, Boston, MA, USA
| | - Rui Martiniano
- Department of Genetics, University of Cambridge, Cambridge, UK
| | - Susan Walsh
- Department of Biology, Indiana University-Purdue University Indianapolis, Indianapolis, IN, USA
| | - Manfred Kayser
- Department of Genetic Identification, Erasmus University Medical Centre Rotterdam, Rotterdam, the Netherlands
| | - Sophy Charlton
- Department of Earth Sciences, Natural History Museum, London, UK.,Bioarch, University of York, York, UK
| | | | - Ian Armit
- School of Archaeological and Forensic Sciences, University of Bradford, Bradford, UK
| | - Rick Schulting
- Institute of Archaeology, University of Oxford, Oxford, UK
| | | | | | | | - Chris Stringer
- Department of Earth Sciences, Natural History Museum, London, UK
| | - David Reich
- Department of Genetics, Harvard Medical School, Boston, MA, USA.,Broad Institute of MIT and Harvard, Cambridge, MA, USA.,Howard Hughes Medical Institute, Harvard Medical School, Boston, MA, USA
| | - Mark G Thomas
- Research Department of Genetics, Evolution and Environment, University College London, London, UK. .,UCL Genetics Institute, University College London, London, UK.
| | - Ian Barnes
- Department of Earth Sciences, Natural History Museum, London, UK.
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39
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van Dorp L, Wang Q, Shaw LP, Acman M, Brynildsrud OB, Eldholm V, Wang R, Gao H, Yin Y, Chen H, Ding C, Farrer RA, Didelot X, Balloux F, Wang H. Rapid phenotypic evolution in multidrug-resistant Klebsiella pneumoniae hospital outbreak strains. Microb Genom 2019; 5:e000263. [PMID: 30939107 PMCID: PMC6521586 DOI: 10.1099/mgen.0.000263] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2018] [Accepted: 03/11/2019] [Indexed: 01/02/2023] Open
Abstract
Carbapenem-resistant Klebsiella pneumoniae (CRKP) increasingly cause high-mortality outbreaks in hospital settings globally. Following a patient fatality at a hospital in Beijing due to a blaKPC-2-positive CRKP infection, close monitoring was put in place over the course of 14 months to characterize all blaKPC-2-positive CRKP in circulation in the hospital. Whole genome sequences were generated for 100 isolates from blaKPC-2-positive isolates from infected patients, carriers and the hospital environment. Phylogenetic analyses identified a closely related cluster of 82 sequence type 11 (ST11) isolates circulating in the hospital for at least a year prior to admission of the index patient. The majority of inferred transmissions for these isolates involved patients in intensive care units. Whilst the 82 ST11 isolates collected during the surveillance effort all had closely related chromosomes, we observed extensive diversity in their antimicrobial resistance (AMR) phenotypes. We were able to reconstruct the major genomic changes underpinning this variation in AMR profiles, including multiple gains and losses of entire plasmids and recombination events between plasmids, including transposition of blaKPC-2. We also identified specific cases where variation in plasmid copy number correlated with the level of phenotypic resistance to drugs, suggesting that the number of resistance elements carried by a strain may play a role in determining the level of AMR. Our findings highlight the epidemiological value of whole genome sequencing for investigating multi-drug-resistant hospital infections and illustrate that standard typing schemes cannot capture the extraordinarily fast genome evolution of CRKP isolates.
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Affiliation(s)
- Lucy van Dorp
- UCL Genetics Institute, University College London, Gower Street, London WC1E 6BT, UK
| | - Qi Wang
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, 100044, PR China
| | - Liam P. Shaw
- UCL Genetics Institute, University College London, Gower Street, London WC1E 6BT, UK
- Nuffield Department of Medicine, John Radcliffe Hospital, Oxford OX3 7BN, UK
| | - Mislav Acman
- UCL Genetics Institute, University College London, Gower Street, London WC1E 6BT, UK
| | - Ola B. Brynildsrud
- Infectious Diseases and Environmental Health, Norwegian Institute of Public Health, Lovisenberggata 8, 0456, Oslo, Norway
| | - Vegard Eldholm
- Infectious Diseases and Environmental Health, Norwegian Institute of Public Health, Lovisenberggata 8, 0456, Oslo, Norway
| | - Ruobing Wang
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, 100044, PR China
| | - Hua Gao
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, 100044, PR China
| | - Yuyao Yin
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, 100044, PR China
| | - Hongbin Chen
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, 100044, PR China
| | - Chuling Ding
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, 100044, PR China
| | - Rhys A. Farrer
- UCL Genetics Institute, University College London, Gower Street, London WC1E 6BT, UK
- Medical Research Council Centre for Medical Mycology at the University of Aberdeen, Aberdeen Fungal Group, Institute of Medical Sciences, Foresterhill, Aberdeen AB25 2ZD, UK
| | - Xavier Didelot
- School of Life Sciences and the Department of Statistics, University of Warwick, Coventry CV4 7AL, UK
| | - Francois Balloux
- UCL Genetics Institute, University College London, Gower Street, London WC1E 6BT, UK
| | - Hui Wang
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, 100044, PR China
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40
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Balloux F, Brønstad Brynildsrud O, van Dorp L, Shaw LP, Chen H, Harris KA, Wang H, Eldholm V. From Theory to Practice: Translating Whole-Genome Sequencing (WGS) into the Clinic. Trends Microbiol 2018; 26:1035-1048. [PMID: 30193960 PMCID: PMC6249990 DOI: 10.1016/j.tim.2018.08.004] [Citation(s) in RCA: 93] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2018] [Revised: 07/20/2018] [Accepted: 08/10/2018] [Indexed: 12/12/2022]
Abstract
Hospitals worldwide are facing an increasing incidence of hard-to-treat infections. Limiting infections and providing patients with optimal drug regimens require timely strain identification as well as virulence and drug-resistance profiling. Additionally, prophylactic interventions based on the identification of environmental sources of recurrent infections (e.g., contaminated sinks) and reconstruction of transmission chains (i.e., who infected whom) could help to reduce the incidence of nosocomial infections. WGS could hold the key to solving these issues. However, uptake in the clinic has been slow. Some major scientific and logistical challenges need to be solved before WGS fulfils its potential in clinical microbial diagnostics. In this review we identify major bottlenecks that need to be resolved for WGS to routinely inform clinical intervention and discuss possible solutions.
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Affiliation(s)
- Francois Balloux
- UCL Genetics Institute, University College London, Gower Street, London WC1E 6BT, UK; These authors made equal contributions.
| | - Ola Brønstad Brynildsrud
- Infectious Diseases and Environmental Health, Norwegian Institute of Public Health, Lovisenberggata 8, Oslo 0456, Norway; These authors made equal contributions
| | - Lucy van Dorp
- UCL Genetics Institute, University College London, Gower Street, London WC1E 6BT, UK; These authors made equal contributions
| | - Liam P Shaw
- UCL Genetics Institute, University College London, Gower Street, London WC1E 6BT, UK
| | - Hongbin Chen
- UCL Genetics Institute, University College London, Gower Street, London WC1E 6BT, UK; Department of Clinical Laboratory, Peking University People's Hospital, Beijing, 100044, China
| | - Kathryn A Harris
- Great Ormond Street Hospital NHS Foundation Trust, Department of Microbiology, Virology & Infection Prevention & Control, London WC1N 3JH, UK
| | - Hui Wang
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, 100044, China
| | - Vegard Eldholm
- Infectious Diseases and Environmental Health, Norwegian Institute of Public Health, Lovisenberggata 8, Oslo 0456, Norway
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41
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Wang R, van Dorp L, Shaw LP, Bradley P, Wang Q, Wang X, Jin L, Zhang Q, Liu Y, Rieux A, Dorai-Schneiders T, Weinert LA, Iqbal Z, Didelot X, Wang H, Balloux F. The global distribution and spread of the mobilized colistin resistance gene mcr-1. Nat Commun 2018; 9:1179. [PMID: 29563494 PMCID: PMC5862964 DOI: 10.1038/s41467-018-03205-z] [Citation(s) in RCA: 371] [Impact Index Per Article: 61.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2017] [Accepted: 01/29/2018] [Indexed: 11/29/2022] Open
Abstract
Colistin represents one of the few available drugs for treating infections caused by carbapenem-resistant Enterobacteriaceae. As such, the recent plasmid-mediated spread of the colistin resistance gene mcr-1 poses a significant public health threat, requiring global monitoring and surveillance. Here, we characterize the global distribution of mcr-1 using a data set of 457 mcr-1-positive sequenced isolates. We find mcr-1 in various plasmid types but identify an immediate background common to all mcr-1 sequences. Our analyses establish that all mcr-1 elements in circulation descend from the same initial mobilization of mcr-1 by an ISApl1 transposon in the mid 2000s (2002–2008; 95% highest posterior density), followed by a marked demographic expansion, which led to its current global distribution. Our results provide the first systematic phylogenetic analysis of the origin and spread of mcr-1, and emphasize the importance of understanding the movement of antibiotic resistance genes across multiple levels of genomic organization. The recent plasmid-mediated spread of the mobilized colistin resistance gene mcr-1 poses a significant public health threat, requiring worldwide monitoring and surveillance. Here, Wang et al. compile and analyze a data set of 457 mcr-1-positive sequenced isolates to investigate the origin and global distribution of mcr-1.
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Affiliation(s)
- Ruobing Wang
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, 100044, China
| | - Lucy van Dorp
- UCL Genetics Institute, University College London, Gower Street, London, WC1E 6BT, UK
| | - Liam P Shaw
- UCL Genetics Institute, University College London, Gower Street, London, WC1E 6BT, UK
| | - Phelim Bradley
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, OX3 7BN, UK
| | - Qi Wang
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, 100044, China
| | - Xiaojuan Wang
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, 100044, China
| | - Longyang Jin
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, 100044, China
| | - Qing Zhang
- Institute of Animal Science and Veterinary Medicine, Shandong Academy of Agricultural Sciences, Shandong Province, Jinan, 250100, China
| | - Yuqing Liu
- Institute of Animal Science and Veterinary Medicine, Shandong Academy of Agricultural Sciences, Shandong Province, Jinan, 250100, China
| | - Adrien Rieux
- UMR PVBMT, CIRAD, 97410, St Pierre, Reunion, France
| | | | | | - Zamin Iqbal
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, OX3 7BN, UK.,European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Wellcome Genome Campus, Cambridge, CB10 1SD, UK
| | - Xavier Didelot
- Department of Infectious Disease Epidemiology, Imperial College London, Norfolk Place 21, London, W2 1PG, UK
| | - Hui Wang
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, 100044, China.
| | - Francois Balloux
- UCL Genetics Institute, University College London, Gower Street, London, WC1E 6BT, UK.
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Abstract
Microbes are found on us, within us and around us. They inhabit virtually every environment on the planet and the bacteria carried by an average human, mostly in their gut, outnumber human cells. The vast majority of microbes are harmless to us, and many play essential roles in plant, animal and human health. Others, however, are either obligate or facultative pathogens exerting a spectrum of deleterious effects on their hosts. Infectious diseases have historically represented the most common cause of death in humans until recently, exceeding by far the toll taken by wars or famines. From the dawn of humanity and throughout history, infectious diseases have shaped human evolution, demography, migrations and history.
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Affiliation(s)
- Francois Balloux
- UCL Genetics Institute (UGI), Darwin Building, Gower Street, London, WC1E 6BT UK
| | - Lucy van Dorp
- UCL Genetics Institute (UGI), Darwin Building, Gower Street, London, WC1E 6BT UK
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43
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López S, Thomas MG, van Dorp L, Ansari-Pour N, Stewart S, Jones AL, Jelinek E, Chikhi L, Parfitt T, Bradman N, Weale ME, Hellenthal G. The Genetic Legacy of Zoroastrianism in Iran and India: Insights into Population Structure, Gene Flow, and Selection. Am J Hum Genet 2017; 101:353-368. [PMID: 28844488 PMCID: PMC5590844 DOI: 10.1016/j.ajhg.2017.07.013] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2017] [Accepted: 07/24/2017] [Indexed: 11/24/2022] Open
Abstract
Zoroastrianism is one of the oldest extant religions in the world, originating in Persia (present-day Iran) during the second millennium BCE. Historical records indicate that migrants from Persia brought Zoroastrianism to India, but there is debate over the timing of these migrations. Here we present genome-wide autosomal, Y chromosome, and mitochondrial DNA data from Iranian and Indian Zoroastrians and neighboring modern-day Indian and Iranian populations and conduct a comprehensive genome-wide genetic analysis in these groups. Using powerful haplotype-based techniques, we find that Zoroastrians in Iran and India have increased genetic homogeneity relative to other sampled groups in their respective countries, consistent with their current practices of endogamy. Despite this, we infer that Indian Zoroastrians (Parsis) intermixed with local groups sometime after their arrival in India, dating this mixture to 690–1390 CE and providing strong evidence that Iranian Zoroastrian ancestry was maintained primarily through the male line. By making use of the rich information in DNA from ancient human remains, we also highlight admixture in the ancestors of Iranian Zoroastrians dated to 570 BCE–746 CE, older than admixture seen in any other sampled Iranian group, consistent with a long-standing isolation of Zoroastrians from outside groups. Finally, we report results, and challenges, from a genome-wide scan to identify genomic regions showing signatures of positive selection in present-day Zoroastrians that might correlate to the prevalence of particular diseases among these communities.
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Broushaki F, Thomas MG, Link V, López S, van Dorp L, Kirsanow K, Hofmanová Z, Diekmann Y, Cassidy LM, Díez-Del-Molino D, Kousathanas A, Sell C, Robson HK, Martiniano R, Blöcher J, Scheu A, Kreutzer S, Bollongino R, Bobo D, Davudi H, Munoz O, Currat M, Abdi K, Biglari F, Craig OE, Bradley DG, Shennan S, Veeramah K, Mashkour M, Wegmann D, Hellenthal G, Burger J. Early Neolithic genomes from the eastern Fertile Crescent. Science 2016; 353:499-503. [PMID: 27417496 DOI: 10.1126/science.aaf7943] [Citation(s) in RCA: 138] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2016] [Accepted: 07/05/2016] [Indexed: 01/06/2023]
Abstract
We sequenced Early Neolithic genomes from the Zagros region of Iran (eastern Fertile Crescent), where some of the earliest evidence for farming is found, and identify a previously uncharacterized population that is neither ancestral to the first European farmers nor has contributed substantially to the ancestry of modern Europeans. These people are estimated to have separated from Early Neolithic farmers in Anatolia some 46,000 to 77,000 years ago and show affinities to modern-day Pakistani and Afghan populations, but particularly to Iranian Zoroastrians. We conclude that multiple, genetically differentiated hunter-gatherer populations adopted farming in southwestern Asia, that components of pre-Neolithic population structure were preserved as farming spread into neighboring regions, and that the Zagros region was the cradle of eastward expansion.
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Affiliation(s)
- Farnaz Broushaki
- Palaeogenetics Group, Johannes Gutenberg University Mainz, 55099 Mainz, Germany
| | - Mark G Thomas
- Department of Genetics, Evolution and Environment, University College London, London WC1E 6BT, UK
| | - Vivian Link
- Department of Biology, University of Fribourg, 1700 Fribourg, Switzerland.,Swiss Institute of Bioinformatics, 1015 Lausanne, Switzerland
| | - Saioa López
- Department of Genetics, Evolution and Environment, University College London, London WC1E 6BT, UK
| | - Lucy van Dorp
- Department of Genetics, Evolution and Environment, University College London, London WC1E 6BT, UK
| | - Karola Kirsanow
- Palaeogenetics Group, Johannes Gutenberg University Mainz, 55099 Mainz, Germany
| | - Zuzana Hofmanová
- Palaeogenetics Group, Johannes Gutenberg University Mainz, 55099 Mainz, Germany
| | - Yoan Diekmann
- Department of Genetics, Evolution and Environment, University College London, London WC1E 6BT, UK
| | - Lara M Cassidy
- Smurfit Institute of Genetics, Trinity College Dublin, Dublin 2, Ireland
| | - David Díez-Del-Molino
- Department of Genetics, Evolution and Environment, University College London, London WC1E 6BT, UK.,Department of Bioinformatics and Genetics, Swedish Museum of Natural History, SE-10405, Stockholm, Sweden
| | - Athanasios Kousathanas
- Department of Biology, University of Fribourg, 1700 Fribourg, Switzerland.,Swiss Institute of Bioinformatics, 1015 Lausanne, Switzerland.,Unit of Human Evolutionary Genetics, Institut Pasteur, 75015 Paris, France
| | - Christian Sell
- Palaeogenetics Group, Johannes Gutenberg University Mainz, 55099 Mainz, Germany
| | - Harry K Robson
- BioArCh, Department of Archaeology, University of York, York, YO10 5YW, UK
| | - Rui Martiniano
- Smurfit Institute of Genetics, Trinity College Dublin, Dublin 2, Ireland
| | - Jens Blöcher
- Palaeogenetics Group, Johannes Gutenberg University Mainz, 55099 Mainz, Germany
| | - Amelie Scheu
- Palaeogenetics Group, Johannes Gutenberg University Mainz, 55099 Mainz, Germany
| | - Susanne Kreutzer
- Palaeogenetics Group, Johannes Gutenberg University Mainz, 55099 Mainz, Germany
| | - Ruth Bollongino
- Palaeogenetics Group, Johannes Gutenberg University Mainz, 55099 Mainz, Germany
| | - Dean Bobo
- Department of Ecology and Evolution, Stony Brook University, Stony Brook, New York, 11794- 5245, USA
| | - Hossein Davudi
- Department of Archaeology, Faculty of Humanities, Tarbiat Modares University, Tehran, Iran
| | - Olivia Munoz
- UMR 7041 ArScAn -VEPMO, Maison de l'Archéologie et de l'Ethnologie, 21 allée de l'Université, 92023 Nanterre, France
| | - Mathias Currat
- Department of Genetics & Evolution-Anthropology Unit, University of Geneva, 1211 Geneva, Switzerland
| | - Kamyar Abdi
- Samuel Jordan Center for Persian Studies and Culture, University of California-lrvine, Irvine, CA 92697-3370, USA
| | - Fereidoun Biglari
- Paleolithic Department, National Museum of Iran, 113617111, Tehran, Iran
| | - Oliver E Craig
- BioArCh, Department of Archaeology, University of York, York, YO10 5YW, UK
| | - Daniel G Bradley
- Smurfit Institute of Genetics, Trinity College Dublin, Dublin 2, Ireland
| | - Stephen Shennan
- Institute of Archaeology, University College London, London WC1H 0PY, UK
| | - Krishna Veeramah
- Department of Ecology and Evolution, Stony Brook University, Stony Brook, New York, 11794- 5245, USA
| | - Marjan Mashkour
- CNRS/MNHN/SUs - UMR 7209, Archéozoologie et Archéobotanique, Sociétés, Pratiques et Environnements, Département Ecologie et Gestion de la Biodiversité, 55 rue Buffon, 75005 Paris, France
| | - Daniel Wegmann
- Department of Biology, University of Fribourg, 1700 Fribourg, Switzerland.,Swiss Institute of Bioinformatics, 1015 Lausanne, Switzerland
| | - Garrett Hellenthal
- Department of Genetics, Evolution and Environment, University College London, London WC1E 6BT, UK
| | - Joachim Burger
- Palaeogenetics Group, Johannes Gutenberg University Mainz, 55099 Mainz, Germany
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López S, van Dorp L, Hellenthal G. Human Dispersal Out of Africa: A Lasting Debate. Evol Bioinform Online 2016; 11:57-68. [PMID: 27127403 PMCID: PMC4844272 DOI: 10.4137/ebo.s33489] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2015] [Revised: 02/21/2016] [Accepted: 02/21/2016] [Indexed: 01/01/2023] Open
Abstract
Unraveling the first migrations of anatomically modern humans out of Africa has invoked great interest among researchers from a wide range of disciplines. Available fossil, archeological, and climatic data offer many hypotheses, and as such genetics, with the advent of genome-wide genotyping and sequencing techniques and an increase in the availability of ancient samples, offers another important tool for testing theories relating to our own history. In this review, we report the ongoing debates regarding how and when our ancestors left Africa, how many waves of dispersal there were and what geographical routes were taken. We explore the validity of each, using current genetic literature coupled with some of the key archeological findings.
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Affiliation(s)
- Saioa López
- Department of Genetics, Evolution and Environment, University College London, London, UK
| | - Lucy van Dorp
- Department of Genetics, Evolution and Environment, University College London, London, UK
- Centre for Mathematics and Physics in the Life Sciences and Experimental Biology (CoMPLEX), University College London, London, UK
| | - Garrett Hellenthal
- Department of Genetics, Evolution and Environment, University College London, London, UK
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46
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van Dorp L, Balding D, Myers S, Pagani L, Tyler-Smith C, Bekele E, Tarekegn A, Thomas MG, Bradman N, Hellenthal G. Evidence for a Common Origin of Blacksmiths and Cultivators in the Ethiopian Ari within the Last 4500 Years: Lessons for Clustering-Based Inference. PLoS Genet 2015; 11:e1005397. [PMID: 26291793 PMCID: PMC4546361 DOI: 10.1371/journal.pgen.1005397] [Citation(s) in RCA: 49] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2014] [Accepted: 06/26/2015] [Indexed: 01/02/2023] Open
Abstract
The Ari peoples of Ethiopia are comprised of different occupational groups that can be distinguished genetically, with Ari Cultivators and the socially marginalised Ari Blacksmiths recently shown to have a similar level of genetic differentiation between them (FST ≈ 0.023 − 0.04) as that observed among multiple ethnic groups sampled throughout Ethiopia. Anthropologists have proposed two competing theories to explain the origins of the Ari Blacksmiths as (i) remnants of a population that inhabited Ethiopia prior to the arrival of agriculturists (e.g. Cultivators), or (ii) relatively recently related to the Cultivators but presently marginalized in the community due to their trade. Two recent studies by different groups analysed genome-wide DNA from samples of Ari Blacksmiths and Cultivators and suggested that genetic patterns between the two groups were more consistent with model (i) and subsequent assimilation of the indigenous peoples into the expanding agriculturalist community. We analysed the same samples using approaches designed to attenuate signals of genetic differentiation that are attributable to allelic drift within a population. By doing so, we provide evidence that the genetic differences between Ari Blacksmiths and Cultivators can be entirely explained by bottleneck effects consistent with hypothesis (ii). This finding serves as both a cautionary tale about interpreting results from unsupervised clustering algorithms, and suggests that social constructions are contributing directly to genetic differentiation over a relatively short time period among previously genetically similar groups. While it is widely recognized that DNA patterns vary across world-wide human populations, the primary features that drive these differences are less well understood. As an example, the Ari peoples of Ethiopia are presently socially divided according to occupation, with Ari Blacksmiths marginalised relative to Ari Cultivators. Two competing theories proposed by anthropologists to explain the existence of these occupational groupings suggest very different histories: (i) the Cultivators reflect migrants who moved into the region occupied by ancestors of the Blacksmiths perhaps many thousands of years ago, versus (ii) the Blacksmiths and Cultivators comprised the same ancestral group before the former was marginalised due solely to their trade. Recent genetic studies showed that Blacksmiths and Cultivators are distinguishable by their DNA, and suggested that overall DNA patterns among the two groups were consistent with (i). However, we demonstrate here that interpreting the results of currently popular algorithms that compare DNA is not always straight-forward. Instead we use a variety of analyses to show that (ii) seems a more likely explanation, perhaps illustrating how social marginalisation can lead to groups becoming genetically distinguishable over a relatively short time period.
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Affiliation(s)
- Lucy van Dorp
- University College London Genetics Institute (UGI), University College London, London, United Kingdom
- Centre for Mathematics and Physics in the Life Sciences and EXperimental Biology (CoMPLEX), University College London, London, United Kingdom
| | - David Balding
- University College London Genetics Institute (UGI), University College London, London, United Kingdom
- Schools of BioSciences and of Mathematics & Statistics, University of Melbourne, Melbourne, Australia
| | - Simon Myers
- Department of Statistics, University of Oxford, Oxford, United Kingdom
| | - Luca Pagani
- The Wellcome Trust Sanger Institute, Hinxton, United Kingdom
- Department of Archaeology and Anthropology, University of Cambridge, Cambridge, United Kingdom
| | | | | | | | - Mark G. Thomas
- Research Department of Genetics, Evolution and Environment, University College London, London, United Kingdom
| | | | - Garrett Hellenthal
- University College London Genetics Institute (UGI), University College London, London, United Kingdom
- * E-mail:
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