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Henson SN, Elko EA, Swiderski PM, Liang Y, Engelbrektson AL, Piña A, Boyle AS, Fink Z, Facista SJ, Martinez V, Rahee F, Brown A, Kelley EJ, Nelson GA, Raspet I, Mead HL, Altin JA, Ladner JT. Author Correction: PepSeq: a fully in vitro platform for highly multiplexed serology using customizable DNA-barcoded peptide libraries. Nat Protoc 2024:10.1038/s41596-024-01010-1. [PMID: 38755448 DOI: 10.1038/s41596-024-01010-1] [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: 05/18/2024]
Affiliation(s)
- Sierra N Henson
- The Translational Genomics Research Institute (TGen), Phoenix, AZ, USA
| | - Evan A Elko
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
| | - Piotr M Swiderski
- DNA/RNA Synthesis Laboratory, Department of Molecular Medicine, Beckman Research Institute of the City of Hope, Duarte, CA, USA
| | - Yong Liang
- DNA/RNA Synthesis Laboratory, Department of Molecular Medicine, Beckman Research Institute of the City of Hope, Duarte, CA, USA
| | | | - Alejandra Piña
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
| | - Annalee S Boyle
- The Translational Genomics Research Institute (TGen), Phoenix, AZ, USA
| | - Zane Fink
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
| | | | - Vidal Martinez
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
| | - Fatima Rahee
- The Translational Genomics Research Institute (TGen), Phoenix, AZ, USA
| | - Annabelle Brown
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
| | - Erin J Kelley
- The Translational Genomics Research Institute (TGen), Flagstaff, AZ, USA
| | - Georgia A Nelson
- The Translational Genomics Research Institute (TGen), Flagstaff, AZ, USA
| | - Isaiah Raspet
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
| | - Heather L Mead
- The Translational Genomics Research Institute (TGen), Flagstaff, AZ, USA
| | - John A Altin
- The Translational Genomics Research Institute (TGen), Flagstaff, AZ, USA.
| | - Jason T Ladner
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA.
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2
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Elko EA, Mead HL, Nelson GA, Zaia JA, Ladner JT, Altin JA. Recurrent SARS-CoV-2 mutations at Spike D796 evade antibodies from pre-Omicron convalescent and vaccinated subjects. Microbiol Spectr 2024; 12:e0329123. [PMID: 38189279 PMCID: PMC10871546 DOI: 10.1128/spectrum.03291-23] [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: 09/06/2023] [Accepted: 12/03/2023] [Indexed: 01/09/2024] Open
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) lineages of the Omicron variant rapidly became dominant in early 2022 and frequently cause human infections despite vaccination or prior infection with other variants. In addition to antibody-evading mutations in the receptor-binding domain, Omicron features amino acid mutations elsewhere in the Spike protein; however, their effects generally remain ill defined. The Spike D796Y substitution is present in all Omicron sub-variants and occurs at the same site as a mutation (D796H) selected during viral evolution in a chronically infected patient. Here, we map antibody reactivity to a linear epitope in the Spike protein overlapping position 796. We show that antibodies binding this region arise in pre-Omicron SARS-CoV-2 convalescent and vaccinated subjects but that both D796Y and D796H abrogate their binding. These results suggest that D796Y contributes to the fitness of Omicron in hosts with pre-existing immunity to other variants of SARS-CoV-2 by evading antibodies targeting this site.IMPORTANCESevere acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has evolved substantially through the coronavirus disease 2019 (COVID-19) pandemic: understanding the drivers and consequences of this evolution is essential for projecting the course of the pandemic and developing new countermeasures. Here, we study the immunological effects of a particular mutation present in the Spike protein of all Omicron strains and find that it prevents the efficient binding of a class of antibodies raised by pre-Omicron vaccination and infection. These findings reveal a novel consequence of a poorly understood Omicron mutation and shed light on the drivers and effects of SARS-CoV-2 evolution.
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Affiliation(s)
- Evan A. Elko
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, USA
| | - Heather L. Mead
- The Translational Genomics Research Institute (TGen), Flagstaff, Arizona, USA
| | - Georgia A. Nelson
- The Translational Genomics Research Institute (TGen), Flagstaff, Arizona, USA
| | - John A. Zaia
- Center for Gene Therapy, Department of Hematology and Hematopoietic Cell Transplantation, City of Hope National Medical Center, Duarte, California, USA
| | - Jason T. Ladner
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, USA
| | - John A. Altin
- The Translational Genomics Research Institute (TGen), Flagstaff, Arizona, USA
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3
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Ladner JT, Sahl JW. Towards a post-pandemic future for global pathogen genome sequencing. PLoS Biol 2023; 21:e3002225. [PMID: 37527248 PMCID: PMC10393143 DOI: 10.1371/journal.pbio.3002225] [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] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/03/2023] Open
Abstract
Pathogen genome sequencing has become a routine part of our response to active outbreaks of infectious disease and should be an important part of our preparations for future epidemics. In this Essay, we discuss the innovations that have enabled routine pathogen genome sequencing, as well as how genome sequences can be used to understand and control the spread of infectious disease. We also explore the impact of the Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) pandemic on the field of pathogen genomics and outline the challenges we must address to further improve the utility of pathogen genome sequencing in the future.
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Affiliation(s)
- Jason T Ladner
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, United States of America
- Department of Biological Sciences, Northern Arizona University, Flagstaff, Arizona, United States of America
| | - Jason W Sahl
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, United States of America
- Department of Biological Sciences, Northern Arizona University, Flagstaff, Arizona, United States of America
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4
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Kelley EJ, Henson SN, Rahee F, Boyle AS, Engelbrektson AL, Nelson GA, Mead HL, Anderson NL, Razavi M, Yip R, Ladner JT, Scriba TJ, Altin JA. Virome-wide detection of natural infection events and the associated antibody dynamics using longitudinal highly-multiplexed serology. Nat Commun 2023; 14:1783. [PMID: 36997517 PMCID: PMC10062260 DOI: 10.1038/s41467-023-37378-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [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: 07/21/2022] [Accepted: 03/07/2023] [Indexed: 04/03/2023] Open
Abstract
Current methods for detecting infections either require a sample collected from an actively infected site, are limited in the number of agents they can query, and/or yield no information on the immune response. Here we present an approach that uses temporally coordinated changes in highly-multiplexed antibody measurements from longitudinal blood samples to monitor infection events at sub-species resolution across the human virome. In a longitudinally-sampled cohort of South African adolescents representing >100 person-years, we identify >650 events across 48 virus species and observe strong epidemic effects, including high-incidence waves of Aichivirus A and the D68 subtype of Enterovirus D earlier than their widespread circulation was appreciated. In separate cohorts of adults who were sampled at higher frequency using self-collected dried blood spots, we show that such events temporally correlate with symptoms and transient inflammatory biomarker elevations, and observe the responding antibodies to persist for periods ranging from ≤1 week to >5 years. Our approach generates a rich view of viral/host dynamics, supporting novel studies in immunology and epidemiology.
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Affiliation(s)
- Erin J Kelley
- The Translational Genomics Research Institute (TGen), Flagstaff and Phoenix, AZ, USA
| | - Sierra N Henson
- The Translational Genomics Research Institute (TGen), Flagstaff and Phoenix, AZ, USA
| | - Fatima Rahee
- The Translational Genomics Research Institute (TGen), Flagstaff and Phoenix, AZ, USA
| | - Annalee S Boyle
- The Translational Genomics Research Institute (TGen), Flagstaff and Phoenix, AZ, USA
| | - Anna L Engelbrektson
- The Translational Genomics Research Institute (TGen), Flagstaff and Phoenix, AZ, USA
| | - Georgia A Nelson
- The Translational Genomics Research Institute (TGen), Flagstaff and Phoenix, AZ, USA
| | - Heather L Mead
- The Translational Genomics Research Institute (TGen), Flagstaff and Phoenix, AZ, USA
| | | | | | - Richard Yip
- SISCAPA Assay Technologies, Inc., Washington, DC, USA
| | - Jason T Ladner
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
| | - Thomas J Scriba
- South African Tuberculosis Vaccine Initiative and Institute of Infectious Disease and Molecular Medicine, Division of Immunology, Department of Pathology, University of Cape Town, Cape Town, South Africa
| | - John A Altin
- The Translational Genomics Research Institute (TGen), Flagstaff and Phoenix, AZ, USA.
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5
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Henson SN, Elko EA, Swiderski PM, Liang Y, Engelbrektson AL, Piña A, Boyle AS, Fink Z, Facista SJ, Martinez V, Rahee F, Brown A, Kelley EJ, Nelson GA, Raspet I, Mead HL, Altin JA, Ladner JT. PepSeq: a fully in vitro platform for highly multiplexed serology using customizable DNA-barcoded peptide libraries. Nat Protoc 2023; 18:396-423. [PMID: 36385198 PMCID: PMC10339795 DOI: 10.1038/s41596-022-00766-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Accepted: 08/22/2022] [Indexed: 11/17/2022]
Abstract
PepSeq is an in vitro platform for building and conducting highly multiplexed proteomic assays against customizable targets by using DNA-barcoded peptides. Starting with a pool of DNA oligonucleotides encoding peptides of interest, this protocol outlines a fully in vitro and massively parallel procedure for synthesizing the encoded peptides and covalently linking each to a corresponding cDNA tag. The resulting libraries of peptide/DNA conjugates can be used for highly multiplexed assays that leverage high-throughput sequencing to profile the binding or enzymatic specificities of proteins of interest. Here, we describe the implementation of PepSeq for fast and cost-effective epitope-level analysis of antibody reactivity across hundreds of thousands of peptides from <1 µl of serum or plasma input. This protocol includes the design of the DNA oligonucleotide library, synthesis of DNA-barcoded peptide constructs, binding of constructs to sample, preparation for sequencing and data analysis. Implemented in this way, PepSeq can be used for a number of applications, including fine-scale mapping of antibody epitopes and determining a subject's pathogen exposure history. The protocol is divided into two main sections: (i) design and synthesis of DNA-barcoded peptide libraries and (ii) use of libraries for highly multiplexed serology. Once oligonucleotide templates are in hand, library synthesis takes 1-2 weeks and can provide enough material for hundreds to thousands of assays. Serological assays can be conducted in 96-well plates and generate sequencing data within a further ~4 d. A suite of software tools, including the PepSIRF package, are made available to facilitate the design of PepSeq libraries and analysis of assay data.
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Affiliation(s)
- Sierra N Henson
- The Translational Genomics Research Institute (TGen), Phoenix, AZ, USA
| | - Evan A Elko
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
| | - Piotr M Swiderski
- DNA/RNA Synthesis Laboratory, Department of Molecular Medicine, Beckman Research Institute of the City of Hope, Duarte, CA, USA
| | - Yong Liang
- DNA/RNA Synthesis Laboratory, Department of Molecular Medicine, Beckman Research Institute of the City of Hope, Duarte, CA, USA
| | | | - Alejandra Piña
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
| | - Annalee S Boyle
- The Translational Genomics Research Institute (TGen), Phoenix, AZ, USA
| | - Zane Fink
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
| | | | - Vidal Martinez
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
| | - Fatima Rahee
- The Translational Genomics Research Institute (TGen), Phoenix, AZ, USA
| | - Annabelle Brown
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
| | - Erin J Kelley
- The Translational Genomics Research Institute (TGen), Flagstaff, AZ, USA
| | - Georgia A Nelson
- The Translational Genomics Research Institute (TGen), Flagstaff, AZ, USA
| | - Isaiah Raspet
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
| | - Heather L Mead
- The Translational Genomics Research Institute (TGen), Flagstaff, AZ, USA
| | - John A Altin
- The Translational Genomics Research Institute (TGen), Flagstaff, AZ, USA.
| | - Jason T Ladner
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA.
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6
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Schuettenberg A, Piña A, Metrailer M, Peláez-Sánchez RG, Agudelo-Flórez P, Lopez JÁ, Ryle L, Monroy FP, Altin JA, Ladner JT. Highly Multiplexed Serology for Nonhuman Mammals. Microbiol Spectr 2022; 10:e0287322. [PMID: 36125316 PMCID: PMC9602771 DOI: 10.1128/spectrum.02873-22] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Accepted: 09/06/2022] [Indexed: 01/04/2023] Open
Abstract
Emerging infectious diseases represent a serious and ongoing threat to humans. Most emerging viruses are maintained in stable relationships with other species of animals, and their emergence within the human population results from cross-species transmission. Therefore, if we want to be prepared for the next emerging virus, we need to broadly characterize the diversity and ecology of viruses currently infecting other animals (i.e., the animal virosphere). High-throughput metagenomic sequencing has accelerated the pace of virus discovery. However, molecular assays can detect only active infections and only if virus is present within the sampled fluid or tissue at the time of collection. In contrast, serological assays measure long-lived antibody responses to infections, which can be detected within the blood, regardless of the infected tissues. Therefore, serological assays can provide a complementary approach for understanding the circulation of viruses, and while serological assays have historically been limited in scope, recent advancements allow thousands to hundreds of thousands of antigens to be assessed simultaneously using <1 μL of blood (i.e., highly multiplexed serology). The application of highly multiplexed serology for the characterization of the animal virosphere is dependent on the availability of reagents that can be used to capture or label antibodies of interest. Here, we evaluate the utility of commercial immunoglobulin-binding proteins (protein A and protein G) to enable highly multiplexed serology in 25 species of nonhuman mammals, and we describe a competitive fluorescence-linked immunosorbent assay (FLISA) that can be used as an initial screen for choosing the most appropriate capture protein for a given host species. IMPORTANCE Antibodies are generated in response to infections with viruses and other pathogens, and they help protect against future exposures. Mature antibodies are long lived, are highly specific, and can bind to their protein targets with high affinity. Thus, antibodies can also provide information about an individual's history of viral exposures, which has important applications for understanding the epidemiology and etiology of disease. In recent years, there have been large advances in the available methods for broadly characterizing antibody-binding profiles, but thus far, these have been utilized primarily with human samples only. Here, we demonstrate that commercial antibody-binding reagents can facilitate modern antibody assays for a wide variety of mammalian species, and we describe an inexpensive and fast approach for choosing the best reagent for each animal species. By studying antibody-binding profiles in captive and wild animals, we can better understand the distribution and prevalence of viruses that could spill over into humans.
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Affiliation(s)
- Alexa Schuettenberg
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, USA
| | - Alejandra Piña
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, USA
| | - Morgan Metrailer
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, USA
| | | | | | - Juan Álvaro Lopez
- Microbiology School, Primary Immunodeficiencies Group, University of Antioquia, Medellín, Colombia
| | - Luke Ryle
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, USA
| | - Fernando P. Monroy
- Department of Biological Sciences, Northern Arizona University, Flagstaff, Arizona, USA
| | - John A. Altin
- The Translational Genomics Research Institute (TGen), Flagstaff, Arizona, USA
| | - Jason T. Ladner
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, USA
- Department of Biological Sciences, Northern Arizona University, Flagstaff, Arizona, USA
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7
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Elko EA, Nelson GA, Mead HL, Kelley EJ, Carvalho ST, Sarbo NG, Harms CE, Le Verche V, Cardoso AA, Ely JL, Boyle AS, Piña A, Henson SN, Rahee F, Keim PS, Celona KR, Yi J, Settles EW, Bota DA, Yu GC, Morris SR, Zaia JA, Ladner JT, Altin JA. COVID-19 vaccination elicits an evolving, cross-reactive antibody response to epitopes conserved with endemic coronavirus spike proteins. Cell Rep 2022; 40:111022. [PMID: 35753310 PMCID: PMC9188999 DOI: 10.1016/j.celrep.2022.111022] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [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: 12/01/2021] [Revised: 04/22/2022] [Accepted: 06/08/2022] [Indexed: 11/21/2022] Open
Abstract
The COVID-19 pandemic has triggered the first widespread vaccination campaign against a coronavirus. Many vaccinated subjects are previously naive to SARS-CoV-2; however, almost all have previously encountered other coronaviruses (CoVs), and the role of this immunity in shaping the vaccine response remains uncharacterized. Here, we use longitudinal samples and highly multiplexed serology to identify mRNA-1273 vaccine-induced antibody responses against a range of CoV Spike epitopes, in both phylogenetically conserved and non-conserved regions. Whereas reactivity to SARS-CoV-2 epitopes shows a delayed but progressive increase following vaccination, we observe distinct kinetics for the endemic CoV homologs at conserved sites in Spike S2: these become detectable sooner and decay at later time points. Using homolog-specific antibody depletion and alanine-substitution experiments, we show that these distinct trajectories reflect an evolving cross-reactive response that can distinguish rare, polymorphic residues within these epitopes. Our results reveal mechanisms for the formation of antibodies with broad reactivity against CoVs.
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Affiliation(s)
- Evan A Elko
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
| | - Georgia A Nelson
- The Translational Genomics Research Institute (TGen), Flagstaff, AZ, USA
| | - Heather L Mead
- The Translational Genomics Research Institute (TGen), Flagstaff, AZ, USA
| | - Erin J Kelley
- The Translational Genomics Research Institute (TGen), Flagstaff, AZ, USA
| | - Sophia T Carvalho
- The Translational Genomics Research Institute (TGen), Flagstaff, AZ, USA
| | - Nathan G Sarbo
- The Translational Genomics Research Institute (TGen), Flagstaff, AZ, USA
| | - Caroline E Harms
- The Translational Genomics Research Institute (TGen), Flagstaff, AZ, USA
| | - Virginia Le Verche
- Center for Gene Therapy, Department of Hematology and Hematopoietic Cell Transplantation, City of Hope National Medical Center, Duarte, CA, USA
| | - Angelo A Cardoso
- Center for Gene Therapy, Department of Hematology and Hematopoietic Cell Transplantation, City of Hope National Medical Center, Duarte, CA, USA
| | - Jennifer L Ely
- The Translational Genomics Research Institute (TGen), Flagstaff, AZ, USA
| | - Annalee S Boyle
- The Translational Genomics Research Institute (TGen), Flagstaff, AZ, USA
| | - Alejandra Piña
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
| | - Sierra N Henson
- The Translational Genomics Research Institute (TGen), Flagstaff, AZ, USA
| | - Fatima Rahee
- The Translational Genomics Research Institute (TGen), Flagstaff, AZ, USA
| | - Paul S Keim
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
| | - Kimberly R Celona
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
| | - Jinhee Yi
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
| | - Erik W Settles
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
| | - Daniela A Bota
- Alpha Stem Cell Clinic, University of California at Irvine, Irvine, CA, USA
| | | | - Sheldon R Morris
- Alpha Stem Cell Clinic, University of California at San Diego, La Jolla, CA, USA
| | - John A Zaia
- Center for Gene Therapy, Department of Hematology and Hematopoietic Cell Transplantation, City of Hope National Medical Center, Duarte, CA, USA
| | - Jason T Ladner
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
| | - John A Altin
- The Translational Genomics Research Institute (TGen), Flagstaff, AZ, USA.
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8
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Elko EA, Nelson GA, Mead HL, Kelley EJ, Verche VL, Cardoso AA, Ely JL, Boyle AS, Piña A, Henson SN, Rahee F, Keim PS, Celona KR, Yi J, Settles EW, Yu GC, Morris SR, Zaia JA, Ladner JT, Altin JA. COVID-19 vaccination recruits and matures cross-reactive antibodies to conserved epitopes in endemic coronavirus Spike proteins.. [PMID: 35118479 PMCID: PMC8811912 DOI: 10.1101/2022.01.24.22269542] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
The COVID-19 pandemic has triggered the first widespread vaccination campaign against a coronavirus. Most vaccinated subjects are naïve to SARS-CoV-2, however almost all have previously encountered other coronaviruses (CoVs) and the role of this immunity in shaping the vaccine response remains uncharacterized. Here we use longitudinal samples and highly-multiplexed serology to identify mRNA-1273 vaccine-induced antibody responses against a range of CoV Spike epitopes and in both phylogenetically conserved and non-conserved regions. Whereas reactivity to SARS-CoV-2 epitopes showed a delayed but progressive increase following vaccination, we observed distinct kinetics for the endemic CoV homologs at two conserved sites in Spike S2: these became detectable sooner, and decayed at later timepoints. Using homolog-specific depletion and alanine-substitution experiments, we show that these distinctly-evolving specificities result from cross-reactive antibodies as they mature against rare, polymorphic residues within these epitopes. Our results reveal mechanisms for the formation of antibodies with broad reactivity against CoVs.
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9
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De Luca E, Álvarez-Narváez S, Maboni G, Baptista RP, Nemeth NM, Niedringhaus KD, Ladner JT, Lorch JM, Koroleva G, Lovett S, Palacios GF, Sanchez S. Comparative Genomics Analyses Support the Reclassification of Bisgaard Taxon 40 as Mergibacter gen. nov., With Mergibacter septicus sp. nov. as Type Species: Novel Insights Into the Phylogeny and Virulence Factors of a Pasteurellaceae Family Member Associated With Mortality Events in Seabirds. Front Microbiol 2021; 12:667356. [PMID: 34880834 PMCID: PMC8645869 DOI: 10.3389/fmicb.2021.667356] [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: 02/12/2021] [Accepted: 10/11/2021] [Indexed: 11/22/2022] Open
Abstract
The Pasteurellaceae family has been associated with fatal diseases in numerous avian species. Several new taxa within this family, including Bisgaard taxon 40, have been recently described in wild birds, but their genomic characteristics and pathogenicity are not well understood. We isolated Bisgaard taxon 40 from four species of seabirds, including one sampled during a mass, multi-species mortality event in Florida, United States. Here, we present a comprehensive phenotypic and genetic characterization of Bisgaard taxon 40 and comparative genomic analysis with reference strains from the Pasteurellaceae family, aiming at determining its phylogenetic position, antimicrobial susceptibility profile, and identifying putative virulence factors. In silico multilocus sequence-based and whole-genome-based phylogenetic analysis clustered all Bisgaard taxon 40 strains together on a distinct branch separated from the other members of the Pasteurellaceae family, indicating that Bisgaard taxon 40 could represent a new genus. These findings were further supported by protein similarity analyses using the concatenation of 31 conserved proteins and other taxonomic approaches such as the percentage of conserved protein test. Additionally, several putative virulence factors were identified, including those associated with adhesion (capsule, ompA, ompH) and colonization (exbD, fur, galU, galE, lpxA, lpxC, and kdsA) of the host and a cytolethal distending toxin (cdt), which may have played a role in disease development leading to the mortality event. Considerably low minimum inhibitory concentrations (MICs) were found for all the drugs tested, in concordance with the absence of antimicrobial resistance genes in these genomes. The novel findings of this study highlight genomic and phenotypic characteristics of this bacterium, providing insights into genome evolution and pathogenicity. We propose a reclassification of these organisms within the Pasteurellaceae family, designated as Mergibacter gen. nov., with Mergibacter septicus sp. nov. as the type species. The type strain is Mergibacter septicus A25201T (=DSM 112696).
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Affiliation(s)
- Eliana De Luca
- Athens Veterinary Diagnostic Laboratory, College of Veterinary Medicine, University of Georgia, Athens, GA, United States.,Department of Infectious Diseases, College of Veterinary Medicine, University of Georgia, Athens, GA, United States
| | - Sonsiray Álvarez-Narváez
- Athens Veterinary Diagnostic Laboratory, College of Veterinary Medicine, University of Georgia, Athens, GA, United States.,Department of Infectious Diseases, College of Veterinary Medicine, University of Georgia, Athens, GA, United States
| | - Grazieli Maboni
- Athens Veterinary Diagnostic Laboratory, College of Veterinary Medicine, University of Georgia, Athens, GA, United States.,Department of Infectious Diseases, College of Veterinary Medicine, University of Georgia, Athens, GA, United States.,Department of Pathobiology, Ontario Veterinary College, University of Guelph, Guelph, ON, Canada
| | - Rodrigo P Baptista
- Institute of Bioinformatics, University of Georgia, Athens, GA, United States.,Center for Tropical and Emerging Global Diseases, University of Georgia, Athens, GA, United States
| | - Nicole M Nemeth
- Southeastern Cooperative Wildlife Disease Study, Departments of Pathology and Population Health, College of Veterinary Medicine, University of Georgia, Athens, GA, United States
| | - Kevin D Niedringhaus
- Southeastern Cooperative Wildlife Disease Study, Departments of Pathology and Population Health, College of Veterinary Medicine, University of Georgia, Athens, GA, United States.,Veterinary Medical Teaching Hospital, University of California, Davis, Davis, CA, United States
| | - Jason T Ladner
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases, Frederick, MD, United States.,U.S. Geological Survey, National Wildlife Health Center, Madison, WI, United States
| | - Jeffrey M Lorch
- U.S. Geological Survey, National Wildlife Health Center, Madison, WI, United States
| | - Galina Koroleva
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases, Frederick, MD, United States
| | - Sean Lovett
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases, Frederick, MD, United States
| | - Gustavo F Palacios
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases, Frederick, MD, United States
| | - Susan Sanchez
- Athens Veterinary Diagnostic Laboratory, College of Veterinary Medicine, University of Georgia, Athens, GA, United States.,Department of Infectious Diseases, College of Veterinary Medicine, University of Georgia, Athens, GA, United States
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10
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Smith LM, Ladner JT, Hodara VL, Parodi LM, Harris RA, Callery JE, Lai Z, Zou Y, Raveedran M, Rogers J, Giavedoni LD. Multiplexed Simian Immunodeficiency Virus-Specific Paired RNA-Guided Cas9 Nickases Inactivate Proviral DNA. J Virol 2021; 95:e0088221. [PMID: 34549979 PMCID: PMC8577357 DOI: 10.1128/jvi.00882-21] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Accepted: 09/16/2021] [Indexed: 12/20/2022] Open
Abstract
Human and simian immunodeficiency virus (HIV and SIV) infections establish lifelong reservoirs of cells harboring an integrated proviral genome. Genome editing CRISPR-associated Cas9 nucleases, combined with SIV-specific guiding RNA (gRNA) molecules, inactivate integrated provirus DNA in vitro and in animal models. We generated RNA-guided Cas9 nucleases (RGNu) and nickases (RGNi) targeting conserved SIV regions with no homology in the human or rhesus macaque genome. Assays in cells cotransfected with SIV provirus and plasmids coding for RGNus identified SIV long terminal repeat (LTR), trans-activation response (TAR) element, and ribosome slip site (RSS) regions as the most effective at virus suppression; RGNi targeting these regions inhibited virus production significantly. Multiplex plasmids that coexpressed these three RGNu (Nu3), or six (three pairs) RGNi (Ni6), were more efficient at virus suppression than any combination of individual RGNu and RGNi plasmids. Both Nu3 and Ni6 plasmids were tested in lymphoid cells chronically infected with SIVmac239, and whole-genome sequencing was used to determine on- and off-target mutations. Treatment with these all-in-one plasmids resulted in similar levels of mutations of viral sequences from the cellular genome; Nu3 induced indels at the 3 SIV-specific sites, whereas for Ni6 indels were present at the LTR and TAR sites. Levels of off-target effects detected by two different algorithms were indistinguishable from background mutations. In summary, we demonstrate that Cas9 nickase in association with gRNA pairs can specifically eliminate parts of the integrated provirus DNA; also, we show that careful design of an all-in-one plasmid coding for 3 gRNAs and Cas9 nuclease inhibits SIV production with undetectable off-target mutations, making these tools a desirable prospect for moving into animal studies. IMPORTANCE Our approach to HIV cure, utilizing the translatable SIV/rhesus macaque model system, aims at provirus inactivation and its removal with the least possible off-target side effects. We developed single molecules that delivered either three truncated SIV-specific gRNAs along with Cas9 nuclease or three pairs of SIV-specific gRNAs (six individual gRNAs) along with Cas9 nickase to enhance efficacy of on-target mutagenesis. Whole-genome sequencing demonstrated effective SIV sequence mutation and inactivation and the absence of demonstrable off-target mutations. These results open the possibility to employ Cas9 variants that introduce single-strand DNA breaks to eliminate integrated proviral DNA.
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Affiliation(s)
- Lisa M. Smith
- Host-Pathogen Interactions Program and Southwest National Primate Research Center, Texas Biomedical Research Institute, San Antonio, Texas, USA
- Department of Microbiology, Immunology, and Molecular Genetics, UT Health San Antonio, San Antonio, Texas, USA
| | - Jason T. Ladner
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, USA
| | - Vida L. Hodara
- Host-Pathogen Interactions Program and Southwest National Primate Research Center, Texas Biomedical Research Institute, San Antonio, Texas, USA
| | - Laura M. Parodi
- Host-Pathogen Interactions Program and Southwest National Primate Research Center, Texas Biomedical Research Institute, San Antonio, Texas, USA
| | - R. Alan Harris
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, Texas, USA
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas, USA
| | - Jessica E. Callery
- Host-Pathogen Interactions Program and Southwest National Primate Research Center, Texas Biomedical Research Institute, San Antonio, Texas, USA
| | - Zhao Lai
- Department of Molecular Medicine, UT Health San Antonio, San Antonio, Texas, USA
- Greehey Children’s Cancer Research Institute, UT Health San Antonio, San Antonio, Texas, USA
| | - Yi Zou
- Greehey Children’s Cancer Research Institute, UT Health San Antonio, San Antonio, Texas, USA
| | - Muthuswamy Raveedran
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, Texas, USA
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas, USA
| | - Jeffrey Rogers
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, Texas, USA
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas, USA
| | - Luis D. Giavedoni
- Host-Pathogen Interactions Program and Southwest National Primate Research Center, Texas Biomedical Research Institute, San Antonio, Texas, USA
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11
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Abstract
Powered by metagenomics, viral discovery is outpacing our capacity for the downstream characterization needed to fully assess zoonotic potential. A study published in PLOS Biology uses machine learning to prioritize novel viruses based only on genomic signatures.
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Affiliation(s)
- Jason T. Ladner
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, United States of America
- * E-mail:
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12
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Altin J, Ladner JT, Kainov D, Shiryaev S, Henson S, Boyle A, Rahee F, Engelbrektson A. Epitope-resolved profiling of the SARS-CoV-2 antibody response identifies cross-reactivity with endemic human coronaviruses. The Journal of Immunology 2021. [DOI: 10.4049/jimmunol.206.supp.114.10] [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] [Subscribe] [Scholar Register] [Indexed: 02/10/2023]
Abstract
Abstract
The SARS-CoV-2 proteome shares regions of conservation with endemic human Coronaviruses (CoVs), but it remains unknown to what extent these may be cross-recognized by the antibody response. Here, we study cross-reactivity using a highly-multiplexed peptide assay (‘PepSeq’) to generate an epitope-resolved view of IgG reactivity across all human CoVs in both COVID-19 convalescent and negative donors. PepSeq resolves epitopes across the SARS-CoV-2 Spike and Nucleocapsid proteins that are commonly targeted in convalescent donors, including several sites also recognized in some uninfected controls. By comparing patterns of homologous reactivity between CoVs and using targeted antibody-depletion experiments, we demonstrate that SARS-CoV-2 elicits antibodies that cross-recognize pandemic and endemic CoV antigens at two Spike S2 subunit epitopes. We further show that these cross-reactive antibodies preferentially bind endemic homologs. Our findings highlight sites at which the SARS-CoV-2 response appears to be shaped by previous CoV exposures and which have potential to raise broadly-neutralizing responses.
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Affiliation(s)
- John Altin
- 1Translational Genomics Research Institute (TGen)
| | - Jason T Ladner
- 2Pathogen & Microbiome Institute, Northern Arizona University
| | - Denis Kainov
- 3Norwegian University of Science and Technology, Norway
| | | | | | | | - Fatima Rahee
- 1Translational Genomics Research Institute (TGen)
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13
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Whitmer SLM, Lo MK, Sazzad HMS, Zufan S, Gurley ES, Sultana S, Amman B, Ladner JT, Rahman MZ, Doan S, Satter SM, Flora MS, Montgomery JM, Nichol ST, Spiropoulou CF, Klena JD. Inference of Nipah virus evolution, 1999-2015. Virus Evol 2021; 7:veaa062. [PMID: 34422315 PMCID: PMC7947586 DOI: 10.1093/ve/veaa062] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Despite near-annual human outbreaks of Nipah virus (NiV) disease in Bangladesh, typically due to individual spillover events from the local bat population, only twenty whole-genome NiV sequences exist from humans and ten from bats. NiV whole-genome sequences from annual outbreaks have been challenging to generate, primarily due to the low viral load in human throat swab and serum specimens. Here, we used targeted enrichment with custom NiV-specific probes and generated thirty-five additional unique full-length genomic sequences directly from human specimens and viral isolates. We inferred the temporal and geographic evolutionary history of NiV in Bangladesh and expanded a tool to visualize NiV spatio-temporal spread from a Bayesian continuous diffusion analysis. We observed that strains from Bangladesh segregated into two distinct clades that have intermingled geographically in Bangladesh over time and space. As these clades expanded geographically and temporally, we did not observe evidence for significant branch and site-specific selection, except for a single site in the Henipavirus L polymerase. However, the Bangladesh 1 and 2 clades are differentiated by mutations initially occurring in the polymerase, with additional mutations accumulating in the N, G, F, P, and L genes on external branches. Modeling the historic geographical and temporal spread demonstrates that while widespread, NiV does not exhibit significant genetic variation in Bangladesh. Thus, future public health measures should address whether NiV within in the bat population also exhibits comparable genetic variation, if zoonotic transmission results in a genetic bottleneck and if surveillance techniques are detecting only a subset of NiV.
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Affiliation(s)
- Shannon L M Whitmer
- Viral Special Pathogens Branch, Centers for Disease Control and Prevention, 1600 Clifton Rd. NE, Atlanta, GA 30329, USA
| | - Michael K Lo
- Viral Special Pathogens Branch, Centers for Disease Control and Prevention, 1600 Clifton Rd. NE, Atlanta, GA 30329, USA
| | - Hossain M S Sazzad
- International Centre for Diarrhoeal Disease Research, Bangladesh (icddr, b), Dhaka, Bangladesh
- Kirby Institute, University of New South Wales, Sydney, NSW, Australia
| | - Sara Zufan
- Viral Special Pathogens Branch, Centers for Disease Control and Prevention, 1600 Clifton Rd. NE, Atlanta, GA 30329, USA
| | - Emily S Gurley
- International Centre for Diarrhoeal Disease Research, Bangladesh (icddr, b), Dhaka, Bangladesh
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA
| | - Sharmin Sultana
- Institute of Epidemiology, Disease Control and Research, Bangladesh
| | - Brian Amman
- Viral Special Pathogens Branch, Centers for Disease Control and Prevention, 1600 Clifton Rd. NE, Atlanta, GA 30329, USA
| | - Jason T Ladner
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ 86011, USA
| | - Mohammed Ziaur Rahman
- International Centre for Diarrhoeal Disease Research, Bangladesh (icddr, b), Dhaka, Bangladesh
| | - Stephanie Doan
- The Center for Global Health, Centers for Disease Control and Prevention, 1600 Clifton Rd. NE, Atlanta, GA 30329
| | - Syed M Satter
- Institute of Epidemiology, Disease Control and Research, Bangladesh
| | - Meerjady S Flora
- Institute of Epidemiology, Disease Control and Research, Bangladesh
| | - Joel M Montgomery
- Viral Special Pathogens Branch, Centers for Disease Control and Prevention, 1600 Clifton Rd. NE, Atlanta, GA 30329, USA
| | - Stuart T Nichol
- Viral Special Pathogens Branch, Centers for Disease Control and Prevention, 1600 Clifton Rd. NE, Atlanta, GA 30329, USA
| | - Christina F Spiropoulou
- Viral Special Pathogens Branch, Centers for Disease Control and Prevention, 1600 Clifton Rd. NE, Atlanta, GA 30329, USA
| | - John D Klena
- Viral Special Pathogens Branch, Centers for Disease Control and Prevention, 1600 Clifton Rd. NE, Atlanta, GA 30329, USA
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14
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Ladner JT, Henson SN, Boyle AS, Engelbrektson AL, Fink ZW, Rahee F, D'ambrozio J, Schaecher KE, Stone M, Dong W, Dadwal S, Yu J, Caligiuri MA, Cieplak P, Bjørås M, Fenstad MH, Nordbø SA, Kainov DE, Muranaka N, Chee MS, Shiryaev SA, Altin JA. Epitope-resolved profiling of the SARS-CoV-2 antibody response identifies cross-reactivity with endemic human coronaviruses. Cell Rep Med 2021; 2:100189. [PMID: 33495758 PMCID: PMC7816965 DOI: 10.1016/j.xcrm.2020.100189] [Citation(s) in RCA: 109] [Impact Index Per Article: 36.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Revised: 11/11/2020] [Accepted: 12/17/2020] [Indexed: 12/14/2022]
Abstract
The SARS-CoV-2 proteome shares regions of conservation with endemic human coronaviruses (CoVs), but it remains unknown to what extent these may be cross-recognized by the antibody response. Here, we study cross-reactivity using a highly multiplexed peptide assay (PepSeq) to generate an epitope-resolved view of IgG reactivity across all human CoVs in both COVID-19 convalescent and negative donors. PepSeq resolves epitopes across the SARS-CoV-2 Spike and Nucleocapsid proteins that are commonly targeted in convalescent donors, including several sites also recognized in some uninfected controls. By comparing patterns of homologous reactivity between CoVs and using targeted antibody-depletion experiments, we demonstrate that SARS-CoV-2 elicits antibodies that cross-recognize pandemic and endemic CoV antigens at two Spike S2 subunit epitopes. We further show that these cross-reactive antibodies preferentially bind endemic homologs. Our findings highlight sites at which the SARS-CoV-2 response appears to be shaped by previous CoV exposures and which have the potential to raise broadly neutralizing responses. PepSeq enables fully in vitro, highly multiplexed peptide-based antibody assays Epitope mapping shows preexisting antibody reactivity to SARS-CoV-2 antigens Antibodies cross-recognize endemic and pandemic antigens in the Spike S2 subunit Cross-reactive antibodies raised by SARS-CoV-2 preferentially bind endemic homologs
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Affiliation(s)
- Jason T Ladner
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
| | - Sierra N Henson
- The Translational Genomics Research Institute (TGen), Phoenix and Flagstaff, AZ, USA
| | - Annalee S Boyle
- The Translational Genomics Research Institute (TGen), Phoenix and Flagstaff, AZ, USA
| | - Anna L Engelbrektson
- The Translational Genomics Research Institute (TGen), Phoenix and Flagstaff, AZ, USA
| | - Zane W Fink
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
| | - Fatima Rahee
- The Translational Genomics Research Institute (TGen), Phoenix and Flagstaff, AZ, USA
| | | | | | - Mars Stone
- Vitalant Research Institute and Department of Laboratory Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Wenjuan Dong
- Hematologic Malignancies and Stem Cell Transplantation Institute, City of Hope National Medical Center, Duarte, CA, USA
| | - Sanjeet Dadwal
- Division of Infectious Diseases, City of Hope National Medical Center, Duarte, CA, USA
| | - Jianhua Yu
- Hematologic Malignancies and Stem Cell Transplantation Institute, City of Hope National Medical Center, Duarte, CA, USA
| | - Michael A Caligiuri
- Hematologic Malignancies and Stem Cell Transplantation Institute, City of Hope National Medical Center, Duarte, CA, USA
| | - Piotr Cieplak
- Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA, USA
| | - Magnar Bjørås
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway
| | - Mona H Fenstad
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway.,Department of Immunology and Transfusion Medicine, St. Olavs Hospital, Trondheim, Norway
| | - Svein A Nordbø
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway.,Department of Medical Microbiology, St. Olavs Hospital, Trondheim, Norway
| | - Denis E Kainov
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway
| | | | | | - Sergey A Shiryaev
- Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA, USA
| | - John A Altin
- The Translational Genomics Research Institute (TGen), Phoenix and Flagstaff, AZ, USA
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15
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Biot FV, Bachert BA, Mlynek KD, Toothman RG, Koroleva GI, Lovett SP, Klimko CP, Palacios GF, Cote CK, Ladner JT, Bozue JA. Evolution of Antibiotic Resistance in Surrogates of Francisella tularensis (LVS and Francisella novicida): Effects on Biofilm Formation and Fitness. Front Microbiol 2020; 11:593542. [PMID: 33193267 PMCID: PMC7661474 DOI: 10.3389/fmicb.2020.593542] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [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: 08/10/2020] [Accepted: 10/08/2020] [Indexed: 11/15/2022] Open
Abstract
Francisella tularensis, the causative agent of tularemia, is capable of causing disease in a multitude of mammals and remains a formidable human pathogen due to a high morbidity, low infectious dose, lack of a FDA approved vaccine, and ease of aerosolization. For these reasons, there is concern over the use of F. tularensis as a biological weapon, and, therefore, it has been classified as a Tier 1 select agent. Fluoroquinolones and aminoglycosides often serve as the first line of defense for treatment of tularemia. However, high levels of resistance to these antibiotics has been observed in gram-negative bacteria in recent years, and naturally derived resistant Francisella strains have been described in the literature. The acquisition of antibiotic resistance, either natural or engineered, presents a challenge for the development of medical countermeasures. In this study, we generated a surrogate panel of antibiotic resistant F. novicida and Live Vaccine Strain (LVS) by selection in the presence of antibiotics and characterized their growth, biofilm capacity, and fitness. These experiments were carried out in an effort to (1) assess the fitness of resistant strains; and (2) identify new targets to investigate for the development of vaccines or therapeutics. All strains exhibited a high level of resistance to either ciprofloxacin or streptomycin, a fluoroquinolone and aminoglycoside, respectively. Whole genome sequencing of this panel revealed both on-pathway and off-pathway mutations, with more mutations arising in LVS. For F. novicida, we observed decreased biofilm formation for all ciprofloxacin resistant strains compared to wild-type, while streptomycin resistant isolates were unaffected in biofilm capacity. The fitness of representative antibiotic resistant strains was assessed in vitro in murine macrophage-like cell lines, and also in vivo in a murine model of pneumonic infection. These experiments revealed that mutations obtained by these methods led to nearly all ciprofloxacin resistant Francisella strains tested being completely attenuated while mild attenuation was observed in streptomycin resistant strains. This study is one of the few to examine the link between acquired antibiotic resistance and fitness in Francisella spp., as well as enable the discovery of new targets for medical countermeasure development.
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Affiliation(s)
- Fabrice V Biot
- Institut de Recherche Biomédicale des Armées, Département de Biologie des Agents Transmissibles, Unité de Bactériologie/UMR_MD1, Brétigny-sur-Orge, France
| | - Beth A Bachert
- Bacteriology Division, U.S. Army Medical Research Institute of Infectious Diseases (USAMRIID), Frederick, MD, United States
| | - Kevin D Mlynek
- Bacteriology Division, U.S. Army Medical Research Institute of Infectious Diseases (USAMRIID), Frederick, MD, United States
| | - Ronald G Toothman
- Bacteriology Division, U.S. Army Medical Research Institute of Infectious Diseases (USAMRIID), Frederick, MD, United States
| | - Galina I Koroleva
- Center for Genome Sciences, U.S. Army Medical Research Institute of Infectious Diseases (USAMRIID), Frederick, MD, United States
| | - Sean P Lovett
- Center for Genome Sciences, U.S. Army Medical Research Institute of Infectious Diseases (USAMRIID), Frederick, MD, United States
| | - Christopher P Klimko
- Bacteriology Division, U.S. Army Medical Research Institute of Infectious Diseases (USAMRIID), Frederick, MD, United States
| | - Gustavo F Palacios
- Center for Genome Sciences, U.S. Army Medical Research Institute of Infectious Diseases (USAMRIID), Frederick, MD, United States
| | - Christopher K Cote
- Bacteriology Division, U.S. Army Medical Research Institute of Infectious Diseases (USAMRIID), Frederick, MD, United States
| | - Jason T Ladner
- Center for Genome Sciences, U.S. Army Medical Research Institute of Infectious Diseases (USAMRIID), Frederick, MD, United States
| | - Joel A Bozue
- Bacteriology Division, U.S. Army Medical Research Institute of Infectious Diseases (USAMRIID), Frederick, MD, United States
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16
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Ladner JT, Larsen BB, Bowers JR, Hepp CM, Bolyen E, Folkerts M, Sheridan K, Pfeiffer A, Yaglom H, Lemmer D, Sahl JW, Kaelin EA, Maqsood R, Bokulich NA, Quirk G, Watts TD, Komatsu KK, Waddell V, Lim ES, Caporaso JG, Engelthaler DM, Worobey M, Keim P. An Early Pandemic Analysis of SARS-CoV-2 Population Structure and Dynamics in Arizona. mBio 2020; 11:e02107-20. [PMID: 32887735 PMCID: PMC7474171 DOI: 10.1128/mbio.02107-20] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [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: 07/28/2020] [Accepted: 08/13/2020] [Indexed: 02/06/2023] Open
Abstract
In December of 2019, a novel coronavirus, SARS-CoV-2, emerged in the city of Wuhan, China, causing severe morbidity and mortality. Since then, the virus has swept across the globe, causing millions of confirmed infections and hundreds of thousands of deaths. To better understand the nature of the pandemic and the introduction and spread of the virus in Arizona, we sequenced viral genomes from clinical samples tested at the TGen North Clinical Laboratory, the Arizona Department of Health Services, and those collected as part of community surveillance projects at Arizona State University and the University of Arizona. Phylogenetic analysis of 84 genomes from across Arizona revealed a minimum of 11 distinct introductions inferred to have occurred during February and March. We show that >80% of our sequences descend from strains that were initially circulating widely in Europe but have since dominated the outbreak in the United States. In addition, we show that the first reported case of community transmission in Arizona descended from the Washington state outbreak that was discovered in late February. Notably, none of the observed transmission clusters are epidemiologically linked to the original travel-related case in the state, suggesting successful early isolation and quarantine. Finally, we use molecular clock analyses to demonstrate a lack of identifiable, widespread cryptic transmission in Arizona prior to the middle of February 2020.IMPORTANCE As the COVID-19 pandemic swept across the United States, there was great differential impact on local and regional communities. One of the earliest and hardest hit regions was in New York, while at the same time Arizona (for example) had low incidence. That situation has changed dramatically, with Arizona now having the highest rate of disease increase in the country. Understanding the roots of the pandemic during the initial months is essential as the pandemic continues and reaches new heights. Genomic analysis and phylogenetic modeling of SARS-COV-2 in Arizona can help to reconstruct population composition and predict the earliest undetected introductions. This foundational work represents the basis for future analysis and understanding as the pandemic continues.
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Affiliation(s)
- Jason T Ladner
- Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, USA
| | - Brendan B Larsen
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, Arizona, USA
| | - Jolene R Bowers
- Pathogen and Microbiome Division, Translational Genomics Research Institute, Flagstaff, Arizona, USA
| | - Crystal M Hepp
- Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, USA
- School of Informatics, Computing, and Cyber Systems, Northern Arizona University, Flagstaff, Arizona, USA
| | - Evan Bolyen
- Center for Applied Microbiome Science, Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, USA
| | - Megan Folkerts
- Pathogen and Microbiome Division, Translational Genomics Research Institute, Flagstaff, Arizona, USA
| | - Krystal Sheridan
- Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, USA
| | - Ashlyn Pfeiffer
- Pathogen and Microbiome Division, Translational Genomics Research Institute, Flagstaff, Arizona, USA
| | - Hayley Yaglom
- Pathogen and Microbiome Division, Translational Genomics Research Institute, Flagstaff, Arizona, USA
| | - Darrin Lemmer
- Pathogen and Microbiome Division, Translational Genomics Research Institute, Flagstaff, Arizona, USA
| | - Jason W Sahl
- Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, USA
| | - Emily A Kaelin
- School of Life Sciences, Arizona State University, Tempe, Arizona, USA
- Center for Fundamental and Applied Microbiomics, Biodesign Institute, Tempe, Arizona, USA
| | - Rabia Maqsood
- Center for Fundamental and Applied Microbiomics, Biodesign Institute, Tempe, Arizona, USA
| | - Nicholas A Bokulich
- Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, USA
- Center for Applied Microbiome Science, Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, USA
- Department of Biological Sciences, Northern Arizona University, Flagstaff, Arizona, USA
| | - Grace Quirk
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, Arizona, USA
| | - Thomas D Watts
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, Arizona, USA
| | | | - Victor Waddell
- Bureau of Laboratory Services, Arizona Department of Health Services, Phoenix, Arizona, USA
| | - Efrem S Lim
- School of Life Sciences, Arizona State University, Tempe, Arizona, USA
- Center for Fundamental and Applied Microbiomics, Biodesign Institute, Tempe, Arizona, USA
| | - J Gregory Caporaso
- Center for Applied Microbiome Science, Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, USA
- Department of Biological Sciences, Northern Arizona University, Flagstaff, Arizona, USA
| | - David M Engelthaler
- Pathogen and Microbiome Division, Translational Genomics Research Institute, Flagstaff, Arizona, USA
| | - Michael Worobey
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, Arizona, USA
| | - Paul Keim
- Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, USA
- Pathogen and Microbiome Division, Translational Genomics Research Institute, Flagstaff, Arizona, USA
- Department of Biological Sciences, Northern Arizona University, Flagstaff, Arizona, USA
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17
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Ladner JT, Henson SN, Boyle AS, Engelbrektson AL, Fink ZW, Rahee F, D’ambrozio J, Schaecher KE, Stone M, Dong W, Dadwal S, Yu J, Caligiuri MA, Cieplak P, Bjørås M, Fenstad MH, Nordbø SA, Kainov DE, Muranaka N, Chee MS, Shiryaev SA, Altin JA. Epitope-resolved profiling of the SARS-CoV-2 antibody response identifies cross-reactivity with an endemic human CoV. bioRxiv 2020:2020.07.27.222943. [PMID: 32743570 PMCID: PMC7386487 DOI: 10.1101/2020.07.27.222943] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
A high-resolution understanding of the antibody response to SARS-CoV-2 is important for the design of effective diagnostics, vaccines and therapeutics. However, SARS-CoV-2 antibody epitopes remain largely uncharacterized, and it is unknown whether and how the response may cross-react with related viruses. Here, we use a multiplexed peptide assay ('PepSeq') to generate an epitope-resolved view of reactivity across all human coronaviruses. PepSeq accurately detects SARS-CoV-2 exposure and resolves epitopes across the Spike and Nucleocapsid proteins. Two of these represent recurrent reactivities to conserved, functionally-important sites in the Spike S2 subunit, regions that we show are also targeted for the endemic coronaviruses in pre-pandemic controls. At one of these sites, we demonstrate that the SARS-CoV-2 response strongly and recurrently cross-reacts with the endemic virus hCoV-OC43. Our analyses reveal new diagnostic and therapeutic targets, including a site at which SARS-CoV-2 may recruit common pre-existing antibodies and with the potential for broadly-neutralizing responses.
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Affiliation(s)
- Jason T Ladner
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
| | - Sierra N Henson
- The Translational Genomics Research Institute (TGen), Phoenix and Flagstaff, AZ, USA
| | - Annalee S Boyle
- The Translational Genomics Research Institute (TGen), Phoenix and Flagstaff, AZ, USA
| | - Anna L Engelbrektson
- The Translational Genomics Research Institute (TGen), Phoenix and Flagstaff, AZ, USA
| | - Zane W Fink
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
| | - Fatima Rahee
- The Translational Genomics Research Institute (TGen), Phoenix and Flagstaff, AZ, USA
| | | | | | - Mars Stone
- Vitalant Research Institute, San Francisco, CA, USA
| | - Wenjuan Dong
- Hematologic Malignancies and Stem Cell Transplantation Institute, City of Hope National Medical Center, Duarte, CA, USA
| | - Sanjeet Dadwal
- Division of Infectious Diseases, City of Hope National Medical Center, Duarte, CA, USA
| | - Jianhua Yu
- Hematologic Malignancies and Stem Cell Transplantation Institute, City of Hope National Medical Center, Duarte, CA, USA
| | - Michael A Caligiuri
- Hematologic Malignancies and Stem Cell Transplantation Institute, City of Hope National Medical Center, Duarte, CA, USA
| | - Piotr Cieplak
- Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA, USA
| | - Magnar Bjørås
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway
| | - Mona H Fenstad
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway
- Department of Immunology and Transfusion Medicine, St. Olavs Hospital, Trondheim, Norway
| | - Svein A Nordbø
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway
- Department of Medical Microbiology, St. Olavs Hospital, Trondheim, Norway
| | - Denis E Kainov
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway
| | | | | | - Sergey A Shiryaev
- Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA, USA
| | - John A Altin
- The Translational Genomics Research Institute (TGen), Phoenix and Flagstaff, AZ, USA
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18
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Bolyen E, Dillon MR, Bokulich NA, Ladner JT, Larsen BB, Hepp CM, Lemmer D, Sahl JW, Sanchez A, Holdgraf C, Sewell C, Choudhury AG, Stachurski J, McKay M, Simard A, Engelthaler DM, Worobey M, Keim P, Caporaso JG. Reproducibly sampling SARS-CoV-2 genomes across time, geography, and viral diversity. F1000Res 2020; 9:657. [PMID: 33500774 PMCID: PMC7814287 DOI: 10.12688/f1000research.24751.1] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/20/2020] [Indexed: 08/03/2023] Open
Abstract
The COVID-19 pandemic has led to a rapid accumulation of SARS-CoV-2 genomes, enabling genomic epidemiology on local and global scales. Collections of genomes from resources such as GISAID must be subsampled to enable computationally feasible phylogenetic and other analyses. We present genome-sampler, a software package that supports sampling collections of viral genomes across multiple axes including time of genome isolation, location of genome isolation, and viral diversity. The software is modular in design so that these or future sampling approaches can be applied independently and combined (or replaced with a random sampling approach) to facilitate custom workflows and benchmarking. genome-sampler is written as a QIIME 2 plugin, ensuring that its application is fully reproducible through QIIME 2's unique retrospective data provenance tracking system. genome-sampler can be installed in a conda environment on macOS or Linux systems. A complete default pipeline is available through a Snakemake workflow, so subsampling can be achieved using a single command. genome-sampler is open source, free for all to use, and available at https://caporasolab.us/genome-sampler. We hope that this will facilitate SARS-CoV-2 research and support evaluation of viral genome sampling approaches for genomic epidemiology.
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Affiliation(s)
- Evan Bolyen
- Center for Applied Microbiome Science, Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
- School of Informatics, Computing, and Cyber Systems, Northern Arizona University, Flagstaff, AZ, USA
| | - Matthew R. Dillon
- Center for Applied Microbiome Science, Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
| | - Nicholas A. Bokulich
- Laboratory of Food Systems Biotechnology, Institute of Food, Nutrition and Health, ETH Zurich, Switzerland
| | - Jason T. Ladner
- Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
| | - Brendan B. Larsen
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA
| | - Crystal M. Hepp
- School of Informatics, Computing, and Cyber Systems, Northern Arizona University, Flagstaff, AZ, USA
- Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
| | - Darrin Lemmer
- Pathogen and Microbiome Division, Translational Genomics Research Institute, Flagstaff, AZ, USA
| | - Jason W. Sahl
- Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
- Department of Biological Sciences, Northern Arizona University, Flagstaff, AZ, USA
| | - Andrew Sanchez
- Center for Applied Microbiome Science, Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
| | - Chris Holdgraf
- Department of Statistics, University of California at Berkeley, Berkeley, CA, USA
| | - Chris Sewell
- Theory and Simulation of Materials, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Aakash G. Choudhury
- Research School of Economics, Australian National University, ACT, Australia
| | - John Stachurski
- Research School of Economics, Australian National University, ACT, Australia
| | - Matthew McKay
- Research School of Economics, Australian National University, ACT, Australia
| | - Anthony Simard
- Center for Applied Microbiome Science, Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
| | - David M. Engelthaler
- Pathogen and Microbiome Division, Translational Genomics Research Institute, Flagstaff, AZ, USA
| | - Michael Worobey
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA
| | - Paul Keim
- Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
- Pathogen and Microbiome Division, Translational Genomics Research Institute, Flagstaff, AZ, USA
- Department of Biological Sciences, Northern Arizona University, Flagstaff, AZ, USA
| | - J. Gregory Caporaso
- Center for Applied Microbiome Science, Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
- Department of Biological Sciences, Northern Arizona University, Flagstaff, AZ, USA
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19
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Bolyen E, Dillon MR, Bokulich NA, Ladner JT, Larsen BB, Hepp CM, Lemmer D, Sahl JW, Sanchez A, Holdgraf C, Sewell C, Choudhury AG, Stachurski J, McKay M, Simard A, Engelthaler DM, Worobey M, Keim P, Caporaso JG. Reproducibly sampling SARS-CoV-2 genomes across time, geography, and viral diversity. F1000Res 2020; 9:657. [PMID: 33500774 PMCID: PMC7814287 DOI: 10.12688/f1000research.24751.2] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/20/2020] [Indexed: 11/20/2022] Open
Abstract
The COVID-19 pandemic has led to a rapid accumulation of SARS-CoV-2 genomes, enabling genomic epidemiology on local and global scales. Collections of genomes from resources such as GISAID must be subsampled to enable computationally feasible phylogenetic and other analyses. We present genome-sampler, a software package that supports sampling collections of viral genomes across multiple axes including time of genome isolation, location of genome isolation, and viral diversity. The software is modular in design so that these or future sampling approaches can be applied independently and combined (or replaced with a random sampling approach) to facilitate custom workflows and benchmarking. genome-sampler is written as a QIIME 2 plugin, ensuring that its application is fully reproducible through QIIME 2’s unique retrospective data provenance tracking system. genome-sampler can be installed in a conda environment on macOS or Linux systems. A complete default pipeline is available through a Snakemake workflow, so subsampling can be achieved using a single command. genome-sampler is open source, free for all to use, and available at
https://caporasolab.us/genome-sampler. We hope that this will facilitate SARS-CoV-2 research and support evaluation of viral genome sampling approaches for genomic epidemiology.
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Affiliation(s)
- Evan Bolyen
- Center for Applied Microbiome Science, Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA.,School of Informatics, Computing, and Cyber Systems, Northern Arizona University, Flagstaff, AZ, USA
| | - Matthew R Dillon
- Center for Applied Microbiome Science, Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
| | - Nicholas A Bokulich
- Laboratory of Food Systems Biotechnology, Institute of Food, Nutrition and Health, ETH Zurich, Switzerland
| | - Jason T Ladner
- Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
| | - Brendan B Larsen
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA
| | - Crystal M Hepp
- School of Informatics, Computing, and Cyber Systems, Northern Arizona University, Flagstaff, AZ, USA.,Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
| | - Darrin Lemmer
- Pathogen and Microbiome Division, Translational Genomics Research Institute, Flagstaff, AZ, USA
| | - Jason W Sahl
- Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA.,Department of Biological Sciences, Northern Arizona University, Flagstaff, AZ, USA
| | - Andrew Sanchez
- Center for Applied Microbiome Science, Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
| | - Chris Holdgraf
- Department of Statistics, University of California at Berkeley, Berkeley, CA, USA
| | - Chris Sewell
- Theory and Simulation of Materials, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Aakash G Choudhury
- Research School of Economics, Australian National University, ACT, Australia
| | - John Stachurski
- Research School of Economics, Australian National University, ACT, Australia
| | - Matthew McKay
- Research School of Economics, Australian National University, ACT, Australia
| | - Anthony Simard
- Center for Applied Microbiome Science, Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
| | - David M Engelthaler
- Pathogen and Microbiome Division, Translational Genomics Research Institute, Flagstaff, AZ, USA
| | - Michael Worobey
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA
| | - Paul Keim
- Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA.,Pathogen and Microbiome Division, Translational Genomics Research Institute, Flagstaff, AZ, USA.,Department of Biological Sciences, Northern Arizona University, Flagstaff, AZ, USA
| | - J Gregory Caporaso
- Center for Applied Microbiome Science, Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA.,Department of Biological Sciences, Northern Arizona University, Flagstaff, AZ, USA
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20
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Suárez-Esquivel M, Hernández-Mora G, Ruiz-Villalobos N, Barquero-Calvo E, Chacón-Díaz C, Ladner JT, Oviedo-Sánchez G, Foster JT, Rojas-Campos N, Chaves-Olarte E, Thomson NR, Moreno E, Guzmán-Verri C. Persistence of Brucella abortus lineages revealed by genomic characterization and phylodynamic analysis. PLoS Negl Trop Dis 2020; 14:e0008235. [PMID: 32287327 PMCID: PMC7182279 DOI: 10.1371/journal.pntd.0008235] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [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: 09/18/2019] [Revised: 04/24/2020] [Accepted: 03/18/2020] [Indexed: 12/27/2022] Open
Abstract
Brucellosis, caused by Brucella abortus, is a major disease of cattle and humans worldwide distributed. Eradication and control of the disease has been difficult in Central and South America, Central Asia, the Mediterranean and the Middle East. Epidemiological strategies combined with phylogenetic methods provide the high-resolution power needed to study relationships between surveillance data and pathogen population dynamics, using genetic diversity and spatiotemporal distributions. This information is crucial for prevention and control of disease spreading at a local and worldwide level. In Costa Rica (CR), the disease was first reported at the beginning of the 20th century and has not been controlled despite many efforts. We characterized 188 B. abortus isolates from CR recovered from cattle, humans and water buffalo, from 2003 to 2018, and whole genome sequencing (WGS) was performed in 95 of them. They were also assessed based on geographic origin, date of introduction, and phylogenetic associations in a worldwide and national context. Our results show circulation of five B. abortus lineages (I to V) in CR, phylogenetically related to isolates from the United States, United Kingdom, and South America. Lineage I was dominant and probably introduced at the end of the 19th century. Lineage II, represented by a single isolate from a water buffalo, clustered with a Colombian sample, and was likely introduced after 1845. Lineages III and IV were likely introduced during the early 2000s. Fourteen isolates from humans were found within the same lineage (lineage I) regardless of their geographic origin within the country. The main CR lineages, introduced more than 100 years ago, are widely spread throughout the country, in contrast to new introductions that seemed to be more geographically restricted. Following the brucellosis prevalence and the farming practices of several middle- and low-income countries, similar scenarios could be found in other regions worldwide.
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Affiliation(s)
- Marcela Suárez-Esquivel
- Programa de Investigación en Enfermedades Tropicales, Escuela de Medicina Veterinaria, Universidad Nacional, Heredia, Costa Rica
| | - Gabriela Hernández-Mora
- Servicio Nacional de Salud Animal, Ministerio de Agricultura y Ganadería, Heredia, Costa Rica
| | - Nazareth Ruiz-Villalobos
- Programa de Investigación en Enfermedades Tropicales, Escuela de Medicina Veterinaria, Universidad Nacional, Heredia, Costa Rica
| | - Elías Barquero-Calvo
- Programa de Investigación en Enfermedades Tropicales, Escuela de Medicina Veterinaria, Universidad Nacional, Heredia, Costa Rica
- Centro de Investigación en Enfermedades Tropicales, Facultad de Microbiología, Universidad de Costa Rica, San José, Costa Rica
| | - Carlos Chacón-Díaz
- Centro de Investigación en Enfermedades Tropicales, Facultad de Microbiología, Universidad de Costa Rica, San José, Costa Rica
| | - Jason T. Ladner
- The Pathogen and Microbiome Institute, Northern Arizona University, United States of America
| | - Gerardo Oviedo-Sánchez
- Programa de Investigación en Enfermedades Tropicales, Escuela de Medicina Veterinaria, Universidad Nacional, Heredia, Costa Rica
- Centro de Investigación en Enfermedades Tropicales, Facultad de Microbiología, Universidad de Costa Rica, San José, Costa Rica
| | - Jeffrey T. Foster
- The Pathogen and Microbiome Institute, Northern Arizona University, United States of America
| | - Norman Rojas-Campos
- Centro de Investigación en Enfermedades Tropicales, Facultad de Microbiología, Universidad de Costa Rica, San José, Costa Rica
| | - Esteban Chaves-Olarte
- Centro de Investigación en Enfermedades Tropicales, Facultad de Microbiología, Universidad de Costa Rica, San José, Costa Rica
| | - Nicholas R. Thomson
- Parasites and Microbes from Pathogen Genomics, Wellcome Trust Sanger Institute, Hinxton, United Kingdom
| | - Edgardo Moreno
- Programa de Investigación en Enfermedades Tropicales, Escuela de Medicina Veterinaria, Universidad Nacional, Heredia, Costa Rica
| | - Caterina Guzmán-Verri
- Programa de Investigación en Enfermedades Tropicales, Escuela de Medicina Veterinaria, Universidad Nacional, Heredia, Costa Rica
- Centro de Investigación en Enfermedades Tropicales, Facultad de Microbiología, Universidad de Costa Rica, San José, Costa Rica
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21
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Mate SE, Wiley MR, Ladner JT, Dokubo EK, Fakoli L, Fallah M, Nyenswah TG, DiClaro JW, Deboer JT, Williams DE, Bolay F, Palacios G. Cross-Border Transmission of Ebola Virus as the Cause of a Resurgent Outbreak in Liberia in April 2016. Clin Infect Dis 2019; 67:1147-1149. [PMID: 29659740 DOI: 10.1093/cid/ciy281] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
- Suzanne E Mate
- Center for Genome Sciences, US Army Medical Research Institute of Infectious Diseases, Fort Detrick, Frederick, Maryland
| | - Michael R Wiley
- Center for Genome Sciences, US Army Medical Research Institute of Infectious Diseases, Fort Detrick, Frederick, Maryland
| | - Jason T Ladner
- Center for Genome Sciences, US Army Medical Research Institute of Infectious Diseases, Fort Detrick, Frederick, Maryland
| | - E Kainne Dokubo
- US Centers for Disease Control and Prevention, Monrovia, Liberia.,Division of Global Health Protection, Center for Global Health, Centers for Disease Control and Prevention, Atlanta, Georgia
| | | | - Mosoka Fallah
- Ministry of Health and Social Welfare, Monrovia, Liberia
| | | | | | - Jason T Deboer
- Center for Genome Sciences, US Army Medical Research Institute of Infectious Diseases, Fort Detrick, Frederick, Maryland
| | - Desmond E Williams
- US Centers for Disease Control and Prevention, Monrovia, Liberia.,Division of Global Health Protection, Center for Global Health, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Fatorma Bolay
- Liberian Institute for Biomedical Research, Charlesville
| | - Gustavo Palacios
- Center for Genome Sciences, US Army Medical Research Institute of Infectious Diseases, Fort Detrick, Frederick, Maryland
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22
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Wiley MR, Fakoli L, Letizia AG, Welch SR, Ladner JT, Prieto K, Reyes D, Espy N, Chitty JA, Pratt CB, Di Paola N, Taweh F, Williams D, Saindon J, Davis WG, Patel K, Holland M, Negrón D, Ströher U, Nichol ST, Sozhamannan S, Rollin PE, Dogba J, Nyenswah T, Bolay F, Albariño CG, Fallah M, Palacios G. Lassa virus circulating in Liberia: a retrospective genomic characterisation. Lancet Infect Dis 2019; 19:1371-1378. [PMID: 31588039 DOI: 10.1016/s1473-3099(19)30486-4] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/02/2019] [Revised: 06/28/2019] [Accepted: 07/18/2019] [Indexed: 01/10/2023]
Abstract
BACKGROUND An alarming rise in reported Lassa fever cases continues in west Africa. Liberia has the largest reported per capita incidence of Lassa fever cases in the region, but genomic information on the circulating strains is scarce. The aim of this study was to substantially increase the available pool of data to help foster the generation of targeted diagnostics and therapeutics. METHODS Clinical serum samples collected from 17 positive Lassa fever cases originating from Liberia (16 cases) and Guinea (one case) within the past decade were processed at the Liberian Institute for Biomedical Research using a targeted-enrichment sequencing approach, producing 17 near-complete genomes. An additional 17 Lassa virus sequences (two from Guinea, seven from Liberia, four from Nigeria, and four from Sierra Leone) were generated from viral stocks at the US Centers for Disease Control and Prevention (Atlanta, GA) from samples originating from the Mano River Union (Guinea, Liberia, and Sierra Leone) region and Nigeria. Sequences were compared with existing Lassa virus genomes and published Lassa virus assays. FINDINGS The 23 new Liberian Lassa virus genomes grouped within two clades (IV.A and IV.B) and were genetically divergent from those circulating elsewhere in west Africa. A time-calibrated phylogeographic analysis incorporating the new genomes suggests Liberia was the entry point of Lassa virus into the Mano River Union region and estimates the introduction to have occurred between 300-350 years ago. A high level of diversity exists between the Liberian Lassa virus genomes. Nucleotide percent difference between Liberian Lassa virus genomes ranged up to 27% in the L segment and 18% in the S segment. The commonly used Lassa Josiah-MGB assay was up to 25% divergent across the target sites when aligned to the Liberian Lassa virus genomes. INTERPRETATION The large amount of novel genomic diversity of Lassa virus observed in the Liberian cases emphasises the need to match deployed diagnostic capabilities with locally circulating strains and underscores the importance of evaluating cross-lineage protection in the development of vaccines and therapeutics. FUNDING Defense Biological Product Assurance Office of the US Department of Defense and the Armed Forces Health Surveillance Branch and its Global Emerging Infections Surveillance and Response Section.
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Affiliation(s)
- Michael R Wiley
- Department of Environmental, Agricultural and Occupational Health, College of Public Health, University of Nebraska Medical Center, Omaha, NE, USA; Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases, Frederick, MD, USA
| | - Lawrence Fakoli
- National Public Health Institute of Liberia, Monrovia, Liberia
| | - Andrew G Letizia
- Naval Medical Research Unit Three Ghana Detachment, Accra, Ghana
| | - Stephen R Welch
- US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Jason T Ladner
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases, Frederick, MD, USA; Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
| | - Karla Prieto
- Department of Environmental, Agricultural and Occupational Health, College of Public Health, University of Nebraska Medical Center, Omaha, NE, USA; Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases, Frederick, MD, USA
| | - Daniel Reyes
- Department of Environmental, Agricultural and Occupational Health, College of Public Health, University of Nebraska Medical Center, Omaha, NE, USA; Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases, Frederick, MD, USA
| | - Nicole Espy
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases, Frederick, MD, USA
| | - Joseph A Chitty
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases, Frederick, MD, USA
| | - Catherine B Pratt
- Department of Environmental, Agricultural and Occupational Health, College of Public Health, University of Nebraska Medical Center, Omaha, NE, USA; Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases, Frederick, MD, USA
| | - Nicholas Di Paola
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases, Frederick, MD, USA
| | - Fahn Taweh
- National Public Health Institute of Liberia, Monrovia, Liberia
| | - Desmond Williams
- US Centers for Disease Control and Prevention, Atlanta, GA, USA; US Centers for Disease Control and Prevention, Monrovia, Liberia
| | - Jon Saindon
- US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - William G Davis
- US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Ketan Patel
- US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | | | | | - Ute Ströher
- US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Stuart T Nichol
- US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Shanmuga Sozhamannan
- Defense Biological Product Assurance Office, Joint Program Executive Office for Chemical, Biological, Radiological and Nuclear Defense (CBRND)-Joint Project Lead, CBRND Enabling Biotechnologies, Frederick, MD, USA; Logistics Management Institute, Tysons, VA, USA
| | - Pierre E Rollin
- US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - John Dogba
- National Public Health Institute of Liberia, Monrovia, Liberia
| | | | - Fatorma Bolay
- National Public Health Institute of Liberia, Monrovia, Liberia
| | | | - Mosoka Fallah
- National Public Health Institute of Liberia, Monrovia, Liberia
| | - Gustavo Palacios
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases, Frederick, MD, USA.
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23
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Grubaugh ND, Saraf S, Gangavarapu K, Watts A, Tan AL, Oidtman RJ, Ladner JT, Oliveira G, Matteson NL, Kraemer MUG, Vogels CBF, Hentoff A, Bhatia D, Stanek D, Scott B, Landis V, Stryker I, Cone MR, Kopp EW, Cannons AC, Heberlein-Larson L, White S, Gillis LD, Ricciardi MJ, Kwal J, Lichtenberger PK, Magnani DM, Watkins DI, Palacios G, Hamer DH, Gardner LM, Perkins TA, Baele G, Khan K, Morrison A, Isern S, Michael SF, Andersen KG. Travel Surveillance and Genomics Uncover a Hidden Zika Outbreak during the Waning Epidemic. Cell 2019; 178:1057-1071.e11. [PMID: 31442400 PMCID: PMC6716374 DOI: 10.1016/j.cell.2019.07.018] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [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: 12/19/2018] [Revised: 04/15/2019] [Accepted: 07/12/2019] [Indexed: 12/21/2022]
Abstract
The Zika epidemic in the Americas has challenged surveillance and control. As the epidemic appears to be waning, it is unclear whether transmission is still ongoing, which is exacerbated by discrepancies in reporting. To uncover locations with lingering outbreaks, we investigated travel-associated Zika cases to identify transmission not captured by reporting. We uncovered an unreported outbreak in Cuba during 2017, a year after peak transmission in neighboring islands. By sequencing Zika virus, we show that the establishment of the virus was delayed by a year and that the ensuing outbreak was sparked by long-lived lineages of Zika virus from other Caribbean islands. Our data suggest that, although mosquito control in Cuba may initially have been effective at mitigating Zika virus transmission, such measures need to be maintained to be effective. Our study highlights how Zika virus may still be "silently" spreading and provides a framework for understanding outbreak dynamics. VIDEO ABSTRACT.
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Affiliation(s)
- Nathan D Grubaugh
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA; Department of Immunology and Microbiology, The Scripps Research Institute, La Jolla, CA 92037, USA.
| | - Sharada Saraf
- Department of Immunology and Microbiology, The Scripps Research Institute, La Jolla, CA 92037, USA
| | - Karthik Gangavarapu
- Department of Immunology and Microbiology, The Scripps Research Institute, La Jolla, CA 92037, USA
| | - Alexander Watts
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, ON M5B 1T8, Canada
| | - Amanda L Tan
- Department of Biological Sciences, Florida Gulf Coast University, Fort Myers, FL 33965, USA; Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Tampa, FL 33612, USA
| | - Rachel J Oidtman
- Department of Biological Sciences and Eck Institute for Global Health, University of Notre Dame, Notre Dame, IN 46556, USA
| | - Jason T Ladner
- Center for Genome Sciences, US Army Medical Research Institute of Infectious Diseases, Fort Detrick, MD 21702, USA; Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ 86011, USA
| | - Glenn Oliveira
- Department of Immunology and Microbiology, The Scripps Research Institute, La Jolla, CA 92037, USA
| | - Nathaniel L Matteson
- Department of Immunology and Microbiology, The Scripps Research Institute, La Jolla, CA 92037, USA
| | - Moritz U G Kraemer
- Department of Zoology, University of Oxford, Oxford OX1 3PS, UK; Boston Children's Hospital, Boston, MA 02115, USA; Harvard Medical School, Boston, MA 02115, USA
| | - Chantal B F Vogels
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Aaron Hentoff
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Deepit Bhatia
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, ON M5B 1T8, Canada
| | - Danielle Stanek
- Bureau of Epidemiology, Division of Disease Control and Health Protection, Florida Department of Health, Tallahassee, FL 32399, USA
| | - Blake Scott
- Bureau of Epidemiology, Division of Disease Control and Health Protection, Florida Department of Health, Tallahassee, FL 32399, USA
| | - Vanessa Landis
- Bureau of Epidemiology, Division of Disease Control and Health Protection, Florida Department of Health, Tallahassee, FL 32399, USA
| | - Ian Stryker
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Tampa, FL 33612, USA
| | - Marshall R Cone
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Tampa, FL 33612, USA
| | - Edgar W Kopp
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Tampa, FL 33612, USA
| | - Andrew C Cannons
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Tampa, FL 33612, USA
| | - Lea Heberlein-Larson
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Tampa, FL 33612, USA
| | - Stephen White
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Miami, FL 33125, USA
| | - Leah D Gillis
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Miami, FL 33125, USA
| | - Michael J Ricciardi
- Department of Pathology, University of Miami Miller School of Medicine, Miami, FL 33136, USA
| | - Jaclyn Kwal
- Department of Pathology, University of Miami Miller School of Medicine, Miami, FL 33136, USA
| | - Paola K Lichtenberger
- Department of Pathology, University of Miami Miller School of Medicine, Miami, FL 33136, USA
| | - Diogo M Magnani
- Department of Pathology, University of Miami Miller School of Medicine, Miami, FL 33136, USA; MassBiologics, University of Massachusetts Medical School, Boston, MA 02126, USA
| | - David I Watkins
- Department of Pathology, University of Miami Miller School of Medicine, Miami, FL 33136, USA
| | - Gustavo Palacios
- Center for Genome Sciences, US Army Medical Research Institute of Infectious Diseases, Fort Detrick, MD 21702, USA
| | - Davidson H Hamer
- Department of Global Health, Boston University School of Public Health, Boston, MA 02118, USA; Section of Infectious Diseases, Department of Medicine, Boston Medical Center, Boston, MA 02118, USA
| | - Lauren M Gardner
- School of Civil and Environmental Engineering, UNSW Sydney, Sydney, NSW 2052, Australia; Department of Civil Engineering, Johns Hopkins University, Baltimore, MD 21287, USA
| | - T Alex Perkins
- Department of Biological Sciences and Eck Institute for Global Health, University of Notre Dame, Notre Dame, IN 46556, USA
| | - Guy Baele
- Department of Microbiology and Immunology, Rega Institute, KU Leuven, Leuven, Belgium
| | - Kamran Khan
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, ON M5B 1T8, Canada; Division of Infectious Diseases, Department of Medicine, University of Toronto, Toronto, ON M5B 1T8, Canada
| | - Andrea Morrison
- Bureau of Epidemiology, Division of Disease Control and Health Protection, Florida Department of Health, Tallahassee, FL 32399, USA
| | - Sharon Isern
- Department of Biological Sciences, Florida Gulf Coast University, Fort Myers, FL 33965, USA
| | - Scott F Michael
- Department of Biological Sciences, Florida Gulf Coast University, Fort Myers, FL 33965, USA.
| | - Kristian G Andersen
- Department of Immunology and Microbiology, The Scripps Research Institute, La Jolla, CA 92037, USA; Scripps Research Translational Institute, La Jolla, CA 92037, USA.
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Work TM, Dagenais J, Stacy BA, Ladner JT, Lorch JM, Balazs GH, Barquero-Calvo E, Berlowski-Zier BM, Breeden R, Corrales-Gómez N, Gonzalez-Barrientos R, Harris HS, Hernández-Mora G, Herrera-Ulloa Á, Hesami S, Jones TT, Morales JA, Norton TM, Rameyer RA, Taylor DR, Waltzek TB. A novel host-adapted strain of Salmonella Typhimurium causes renal disease in olive ridley turtles (Lepidochelys olivacea) in the Pacific. Sci Rep 2019; 9:9313. [PMID: 31249336 PMCID: PMC6597722 DOI: 10.1038/s41598-019-45752-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [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: 02/21/2019] [Accepted: 06/14/2019] [Indexed: 01/01/2023] Open
Abstract
Salmonella spp. are frequently shed by wildlife including turtles, but S. enterica subsp. enterica serovar Typhimurium or lesions associated with Salmonella are rare in turtles. Between 1996 and 2016, we necropsied 127 apparently healthy pelagic olive ridley turtles (Lepidochelys olivacea) that died from drowning bycatch in fisheries and 44 live or freshly dead stranded turtles from the west coast of North and Central America and Hawaii. Seven percent (9/127) of pelagic and 47% (21/44) of stranded turtles had renal granulomas associated with S. Typhimurium. Stranded animals were 12 times more likely than pelagic animals to have Salmonella-induced nephritis suggesting that Salmonella may have been a contributing cause of stranding. S. Typhimurium was the only Salmonella serovar detected in L. olivacea, and phylogenetic analysis from whole genome sequencing showed that the isolates from L. olivacea formed a single clade distinct from other S. Typhimurium. Molecular clock analysis revealed that this novel clade may have originated as recently as a few decades ago. The phylogenetic lineage leading to this group is enriched for non-synonymous changes within the genomic area of Salmonella pathogenicity island 1 suggesting that these genes are important for host adaptation.
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Affiliation(s)
- Thierry M Work
- US Geological Survey, National Wildlife Health Center, Honolulu Field Station, Honolulu, Hawaii, 96850, United States of America.
| | - Julie Dagenais
- US Geological Survey, National Wildlife Health Center, Honolulu Field Station, Honolulu, Hawaii, 96850, United States of America
| | - Brian A Stacy
- NOAA Fisheries, Office of Protected Resources, University of Florida, Gainesville, Florida, 32603, United States of America
| | - Jason T Ladner
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, Arizona, 86011, United States of America
| | - Jeffrey M Lorch
- US Geological Survey, National Wildlife Health Center, Madison, Wisconsin, 53711, United States of America
| | - George H Balazs
- Golden Honu Services of Oceania, Honolulu, Hawaii, 96825, United States of America
| | - Elías Barquero-Calvo
- Escuela de Medicina Veterinaria (EMV), Universidad Nacional Costa Rica, Heredia, 3000, Costa Rica
| | - Brenda M Berlowski-Zier
- US Geological Survey, National Wildlife Health Center, Madison, Wisconsin, 53711, United States of America
| | - Renee Breeden
- US Geological Survey, National Wildlife Health Center, Honolulu Field Station, Honolulu, Hawaii, 96850, United States of America
| | | | - Rocio Gonzalez-Barrientos
- Pathology Area National Service of Animal Health (SENASA), Ministry of Agriculture and Livestock, Heredia, 3000, Costa Rica
| | - Heather S Harris
- NOAA Fisheries West Coast Region, Morro Bay, California, United States of America
| | - Gabriela Hernández-Mora
- Pathology Area National Service of Animal Health (SENASA), Ministry of Agriculture and Livestock, Heredia, 3000, Costa Rica
| | - Ángel Herrera-Ulloa
- Bacteriology Area, National Service of Animal Health (SENASA), Ministry of Agriculture and Livestock, Heredia, 3000, Costa Rica
| | - Shoreh Hesami
- Department of Infectious Diseases and Immunology, College of Veterinary Medicine, University of Florida, Gainesville, Florida, 32603, United States of America
| | - T Todd Jones
- NOAA Fisheries, Pacific Islands Fisheries Science Center, Honolulu, Hawaii, 96818, United States of America
| | - Juan Alberto Morales
- Escuela de Medicina Veterinaria (EMV), Universidad Nacional Costa Rica, Heredia, 3000, Costa Rica
| | - Terry M Norton
- Georgia Sea Turtle Center/Jekyll Island Authority, Jekyll Island, Georgia, 31527, United States of America
| | - Robert A Rameyer
- US Geological Survey, National Wildlife Health Center, Honolulu Field Station, Honolulu, Hawaii, 96850, United States of America
| | - Daniel R Taylor
- US Geological Survey, National Wildlife Health Center, Madison, Wisconsin, 53711, United States of America
| | - Thomas B Waltzek
- Department of Infectious Diseases and Immunology, College of Veterinary Medicine, University of Florida, Gainesville, Florida, 32603, United States of America
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25
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Whitmer SLM, Ladner JT, Wiley MR, Patel K, Dudas G, Rambaut A, Sahr F, Prieto K, Shepard SS, Carmody E, Knust B, Naidoo D, Deen G, Formenty P, Nichol ST, Palacios G, Ströher U. Active Ebola Virus Replication and Heterogeneous Evolutionary Rates in EVD Survivors. Cell Rep 2019; 22:1159-1168. [PMID: 29386105 PMCID: PMC5809616 DOI: 10.1016/j.celrep.2018.01.008] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2017] [Revised: 11/20/2017] [Accepted: 01/02/2018] [Indexed: 11/18/2022] Open
Abstract
Following cessation of continuous Ebola virus (EBOV) transmission within Western Africa, sporadic EBOV disease (EVD) cases continued to re-emerge beyond the viral incubation period. Epidemiological and genomic evidence strongly suggests that this represented transmission from EVD survivors. To investigate whether persistent infections are characterized by ongoing viral replication, we sequenced EBOV from the semen of nine EVD survivors and a subset of corresponding acute specimens. EBOV evolutionary rates during persistence were either similar to or reduced relative to acute infection rates. Active EBOV replication/transcription continued during convalescence, but decreased over time, consistent with viral persistence rather than viral latency. Patterns of genetic divergence suggest a moderate relaxation of selective constraints within the sGP carboxy-terminal tail during persistent infections, but do not support widespread diversifying selection. Altogether, our data illustrate that EBOV persistence in semen, urine, and aqueous humor is not a quiescent or latent infection. During persistence, EBOV exhibits heterogeneous evolutionary rates Active EBOV transcription and replication occurs during persistence RNA hyper-editing observed during viral persistence No evidence for significant selective pressure during persistence
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Affiliation(s)
- Shannon L M Whitmer
- Viral Special Pathogens Branch, Centers for Disease Control and Prevention, Atlanta, GA, USA.
| | - Jason T Ladner
- Center for Genome Sciences, US Army Medical Research Institute of Infectious Diseases, Frederick, MD, USA
| | - Michael R Wiley
- Center for Genome Sciences, US Army Medical Research Institute of Infectious Diseases, Frederick, MD, USA
| | - Ketan Patel
- Viral Special Pathogens Branch, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Gytis Dudas
- Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Andrew Rambaut
- Institute of Evolutionary Biology, University of Edinburgh, King's Buildings, Edinburgh, UK; Fogarty International Center, National Institutes of Health, Bethesda, MD, USA
| | - Foday Sahr
- Sierra Leone Armed Forces, Freetown, Sierra Leone
| | - Karla Prieto
- Center for Genome Sciences, US Army Medical Research Institute of Infectious Diseases, Frederick, MD, USA
| | - Samuel S Shepard
- Influenza Division, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Ellie Carmody
- Division of Infectious Diseases, NYU School of Medicine, Bellevue Hospital Center, New York, NY, USA
| | - Barbara Knust
- Viral Special Pathogens Branch, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Dhamari Naidoo
- Health Emergency Programme, World Health Organization, Geneva, Switzerland
| | - Gibrilla Deen
- Sierra Leone Ministry of Health and Sanitation, Freetown, Sierra Leone
| | - Pierre Formenty
- Health Emergency Programme, World Health Organization, Geneva, Switzerland
| | - Stuart T Nichol
- Viral Special Pathogens Branch, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Gustavo Palacios
- Center for Genome Sciences, US Army Medical Research Institute of Infectious Diseases, Frederick, MD, USA
| | - Ute Ströher
- Viral Special Pathogens Branch, Centers for Disease Control and Prevention, Atlanta, GA, USA.
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26
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Mbala-Kingebeni P, Aziza A, Di Paola N, Wiley MR, Makiala-Mandanda S, Caviness K, Pratt CB, Ladner JT, Kugelman JR, Prieto K, Chitty JA, Larson PA, Beitzel B, Ayouba A, Vidal N, Karhemere S, Diop M, Diagne MM, Faye M, Faye O, Aruna A, Nsio J, Mulangu F, Mukadi D, Mukadi P, Kombe J, Mulumba A, Villabona-Arenas CJ, Pukuta E, Gonzalez J, Bartlett ML, Sozhamannan S, Gross SM, Schroth GP, Tim R, Zhao JJ, Kuhn JH, Diallo B, Yao M, Fall IS, Ndjoloko B, Mossoko M, Lacroix A, Delaporte E, Sanchez-Lockhart M, Sall AA, Muyembe-Tamfum JJ, Peeters M, Palacios G, Ahuka-Mundeke S. Medical countermeasures during the 2018 Ebola virus disease outbreak in the North Kivu and Ituri Provinces of the Democratic Republic of the Congo: a rapid genomic assessment. Lancet Infect Dis 2019; 19:648-657. [PMID: 31000464 DOI: 10.1016/s1473-3099(19)30118-5] [Citation(s) in RCA: 49] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/10/2018] [Revised: 02/21/2019] [Accepted: 03/06/2019] [Indexed: 11/30/2022]
Abstract
BACKGROUND The real-time generation of information about pathogen genomes has become a vital goal for transmission analysis and characterisation in rapid outbreak responses. In response to the recently established genomic capacity in the Democratic Republic of the Congo, we explored the real-time generation of genomic information at the start of the 2018 Ebola virus disease (EVD) outbreak in North Kivu Province. METHODS We used targeted-enrichment sequencing to produce two coding-complete Ebola virus genomes 5 days after declaration of the EVD outbreak in North Kivu. Subsequent sequencing efforts yielded an additional 46 genomes. Genomic information was used to assess early transmission, medical countermeasures, and evolution of Ebola virus. FINDINGS The genomic information demonstrated that the EVD outbreak in the North Kivu and Ituri Provinces was distinct from the 2018 EVD outbreak in Équateur Province of the Democratic Republic of the Congo. Primer and probe mismatches to Ebola virus were identified in silico for all deployed diagnostic PCR assays, with the exception of the Cepheid GeneXpert GP assay. INTERPRETATION The first two coding-complete genomes provided actionable information in real-time for the deployment of the rVSVΔG-ZEBOV-GP Ebola virus envelope glycoprotein vaccine, available therapeutics, and sequence-based diagnostic assays. Based on the mutations identified in the Ebola virus surface glycoprotein (GP12) observed in all 48 genomes, deployed monoclonal antibody therapeutics (mAb114 and ZMapp) should be efficacious against the circulating Ebola virus variant. Rapid Ebola virus genomic characterisation should be included in routine EVD outbreak response procedures to ascertain efficacy of medical countermeasures. FUNDING Defense Biological Product Assurance Office.
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Affiliation(s)
- Placide Mbala-Kingebeni
- Institut National de Recherche Biomédicale, Kinshasa, Democratic Republic of the Congo; TransVIHMI, Institut de Recherche pour le Développement, Institut National de la Santé et de la Recherche Médicale, Université de Montpellier, Montpellier, France; Service de Microbiologie, Cliniques Universitaires de Kinshasa, Kinshasa, Democratic Republic of the Congo
| | - Amuri Aziza
- Institut National de Recherche Biomédicale, Kinshasa, Democratic Republic of the Congo
| | - Nicholas Di Paola
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases, Frederick, MD, USA
| | - Michael R Wiley
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases, Frederick, MD, USA; College of Public Health, Northern Arizona University, Flagstaff, AZ, USA
| | - Sheila Makiala-Mandanda
- Institut National de Recherche Biomédicale, Kinshasa, Democratic Republic of the Congo; Service de Microbiologie, Cliniques Universitaires de Kinshasa, Kinshasa, Democratic Republic of the Congo
| | - Katie Caviness
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases, Frederick, MD, USA
| | - Catherine B Pratt
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases, Frederick, MD, USA; College of Public Health, Northern Arizona University, Flagstaff, AZ, USA
| | - Jason T Ladner
- University of Nebraska Medical Center, Omaha, NE, USA; The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
| | | | - Karla Prieto
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases, Frederick, MD, USA; College of Public Health, Northern Arizona University, Flagstaff, AZ, USA
| | - Joseph A Chitty
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases, Frederick, MD, USA
| | - Peter A Larson
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases, Frederick, MD, USA
| | - Brett Beitzel
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases, Frederick, MD, USA
| | - Ahidjo Ayouba
- TransVIHMI, Institut de Recherche pour le Développement, Institut National de la Santé et de la Recherche Médicale, Université de Montpellier, Montpellier, France
| | - Nicole Vidal
- TransVIHMI, Institut de Recherche pour le Développement, Institut National de la Santé et de la Recherche Médicale, Université de Montpellier, Montpellier, France
| | - Stomy Karhemere
- Institut National de Recherche Biomédicale, Kinshasa, Democratic Republic of the Congo
| | | | | | | | | | - Aaron Aruna
- Direction Générale de Lutte contre la Maladie, Kinshasa, Democratic Republic of the Congo
| | - Justus Nsio
- Direction Générale de Lutte contre la Maladie, Kinshasa, Democratic Republic of the Congo
| | - Felix Mulangu
- Direction Générale de Lutte contre la Maladie, Kinshasa, Democratic Republic of the Congo
| | - Daniel Mukadi
- Service de Microbiologie, Cliniques Universitaires de Kinshasa, Kinshasa, Democratic Republic of the Congo
| | - Patrick Mukadi
- Institut National de Recherche Biomédicale, Kinshasa, Democratic Republic of the Congo
| | - John Kombe
- Direction Générale de Lutte contre la Maladie, Kinshasa, Democratic Republic of the Congo
| | - Anastasie Mulumba
- l'Organisation Mondiale de la Santé, Kinshasa, Democratic Republic of the Congo
| | | | - Elisabeth Pukuta
- Institut National de Recherche Biomédicale, Kinshasa, Democratic Republic of the Congo
| | - Jeanette Gonzalez
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases, Frederick, MD, USA
| | - Maggie L Bartlett
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases, Frederick, MD, USA; Department of Pathology and Microbiology, Northern Arizona University, Flagstaff, AZ, USA
| | - Shanmuga Sozhamannan
- Defense Biological Product Assurance Office, Joint Program Executive Office for Chemical, Biological, Radiological and Nuclear Defense-Joint Project Management Office for Guardian, Frederick, MA, USA; The Tauri Group, Alexandria, VA, USA
| | | | | | | | | | - Jens H Kuhn
- Integrated Research Facility at Fort Detrick, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Frederick, MD, USA
| | | | - Michel Yao
- World Health Organization, Geneva, Switzerland
| | | | - Bathe Ndjoloko
- Direction Générale de Lutte contre la Maladie, Kinshasa, Democratic Republic of the Congo
| | - Mathias Mossoko
- Direction Générale de Lutte contre la Maladie, Kinshasa, Democratic Republic of the Congo
| | - Audrey Lacroix
- TransVIHMI, Institut de Recherche pour le Développement, Institut National de la Santé et de la Recherche Médicale, Université de Montpellier, Montpellier, France
| | - Eric Delaporte
- TransVIHMI, Institut de Recherche pour le Développement, Institut National de la Santé et de la Recherche Médicale, Université de Montpellier, Montpellier, France
| | - Mariano Sanchez-Lockhart
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases, Frederick, MD, USA; Department of Pathology and Microbiology, Northern Arizona University, Flagstaff, AZ, USA
| | | | - Jean-Jacques Muyembe-Tamfum
- Institut National de Recherche Biomédicale, Kinshasa, Democratic Republic of the Congo; Service de Microbiologie, Cliniques Universitaires de Kinshasa, Kinshasa, Democratic Republic of the Congo
| | - Martine Peeters
- TransVIHMI, Institut de Recherche pour le Développement, Institut National de la Santé et de la Recherche Médicale, Université de Montpellier, Montpellier, France
| | - Gustavo Palacios
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases, Frederick, MD, USA.
| | - Steve Ahuka-Mundeke
- Institut National de Recherche Biomédicale, Kinshasa, Democratic Republic of the Congo; Service de Microbiologie, Cliniques Universitaires de Kinshasa, Kinshasa, Democratic Republic of the Congo
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27
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Shea AA, Bernhards RC, Cote CK, Chase CJ, Koehler JW, Klimko CP, Ladner JT, Rozak DA, Wolcott MJ, Fetterer DP, Kern SJ, Koroleva GI, Lovett SP, Palacios GF, Toothman RG, Bozue JA, Worsham PL, Welkos SL. Correction: Two stable variants of Burkholderia pseudomallei strain MSHR5848 express broadly divergent in vitro phenotypes associated with their virulence differences. PLoS One 2019; 14:e0215200. [PMID: 30947319 PMCID: PMC6448864 DOI: 10.1371/journal.pone.0215200] [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] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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Abstract
Advances in genomics and computing are transforming the capacity for the characterization of biological systems, and researchers are now poised for a precision-focused transformation in the way they prepare for, and respond to, infectious diseases. This includes the use of genome-based approaches to inform molecular diagnosis and individual-level treatment regimens. In addition, advances in the speed and granularity of pathogen genome generation have improved the capability to track and understand pathogen transmission, leading to potential improvements in the design and implementation of population-level public health interventions. In this Perspective, we outline several trends that are driving the development of precision epidemiology of infectious disease and their implications for scientists' ability to respond to outbreaks.
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Affiliation(s)
- Jason T Ladner
- Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
| | - Nathan D Grubaugh
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA
| | | | - Kristian G Andersen
- Department of Immunology and Microbiology, The Scripps Research Institute, La Jolla, CA, USA.
- Scripps Research Translational Institute, La Jolla, CA, USA.
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29
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Oliveira DBL, Durigon GS, Mendes ÉA, Ladner JT, Andreata-Santos R, Araujo DB, Botosso VF, Paola ND, Neto DFL, Cunha MP, Braconi CT, Alves RPS, Jesus MR, Pereira LR, Melo SR, Mesquita FS, Silveira VB, Thomazelli LM, Favoretto SR, Almonfrey FB, Abdulkader RCRM, Gabrili JM, Tambourgi DV, Oliveira SF, Prieto K, Wiley MR, Ferreira LCS, Silva MV, Palacios GF, Zanotto PMA, Durigon EL. Persistence and Intra-Host Genetic Evolution of Zika Virus Infection in Symptomatic Adults: A Special View in the Male Reproductive System. Viruses 2018; 10:v10110615. [PMID: 30405055 PMCID: PMC6267439 DOI: 10.3390/v10110615] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2018] [Revised: 10/04/2018] [Accepted: 10/20/2018] [Indexed: 01/27/2023] Open
Abstract
We followed the presence of Zika virus (ZIKV) in four healthy adults (two men and two women), for periods ranging from 78 to 298 days post symptom onset. The patients were evaluated regarding the presence of the virus in different body fluids (blood, saliva, urine and semen), development of immune responses (including antibodies, cytokines and chemokines), and virus genetic variation within samples collected from semen and urine during the infection course. The analysis was focused primarily on the two male patients who shed the virus for up to 158 days after the initial symptoms. ZIKV particles were detected in the spermatozoa cytoplasm and flagella, in immature sperm cells and could also be isolated from semen in cell culture, confirming that the virus is able to preserve integrity and infectivity during replication in the male reproductive system (MRS). Despite the damage caused by ZIKV infection within the MRS, our data showed that ZIKV infection did not result in infertility at least in one of the male patients. This patient was able to conceive a child after the infection. We also detected alterations in the male genital cytokine milieu, which could play an important role in the replication and transmission of the virus which could considerably increase the risk of ZIKV sexual spread. In addition, full genome ZIKV sequences were obtained from several samples (mainly semen), which allowed us to monitor the evolution of the virus within a patient during the infection course. We observed genetic changes over time in consensus sequences and lower frequency intra-host single nucleotide variants (iSNV), that suggested independent compartmentalization of ZIKV populations in the reproductive and urinary systems. Altogether, the present observations confirm the risks associated with the long-term replication and shedding of ZIKV in the MRS and help to elucidate patterns of intra-host genetic evolution during long term replication of the virus.
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Affiliation(s)
- Danielle B L Oliveira
- Department of Microbiology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP 05508-000, Brazil.
| | - Giuliana S Durigon
- Medical School Clinic Hospital, University of São Paulo, São Paulo, SP 05403-000, Brazil.
| | - Érica A Mendes
- Department of Microbiology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP 05508-000, Brazil.
| | - Jason T Ladner
- Center for Genome Sciences, US Army Medical Research Institute of Infectious Diseases, Frederick, MD 21702, USA.
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ 86011-4073, USA.
| | - Robert Andreata-Santos
- Department of Microbiology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP 05508-000, Brazil.
| | - Danielle B Araujo
- Department of Microbiology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP 05508-000, Brazil.
| | - Viviane F Botosso
- Virology Laboratory, Butantan Institute, São Paulo, SP 05503-900, Brazil.
| | - Nicholas D Paola
- Department of Microbiology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP 05508-000, Brazil.
| | - Daniel F L Neto
- Department of Microbiology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP 05508-000, Brazil.
| | - Marielton P Cunha
- Department of Microbiology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP 05508-000, Brazil.
| | - Carla T Braconi
- Department of Microbiology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP 05508-000, Brazil.
| | - Rúbens P S Alves
- Department of Microbiology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP 05508-000, Brazil.
| | - Monica R Jesus
- Department of Microbiology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP 05508-000, Brazil.
| | - Lennon R Pereira
- Department of Microbiology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP 05508-000, Brazil.
| | - Stella R Melo
- Department of Microbiology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP 05508-000, Brazil.
| | - Flávio S Mesquita
- Department of Microbiology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP 05508-000, Brazil.
| | - Vanessa B Silveira
- Department of Microbiology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP 05508-000, Brazil.
| | - Luciano M Thomazelli
- Department of Microbiology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP 05508-000, Brazil.
| | | | - Franciane B Almonfrey
- Medical School Clinic Hospital, University of São Paulo, São Paulo, SP 05403-000, Brazil.
| | | | - Joel M Gabrili
- Virology Laboratory, Butantan Institute, São Paulo, SP 05503-900, Brazil.
- Immunochemistry Laboratory, Butantan Institute, São Paulo, SP 05503-900, Brazil.
| | - Denise V Tambourgi
- Virology Laboratory, Butantan Institute, São Paulo, SP 05503-900, Brazil.
| | - Sérgio F Oliveira
- Department of Cellular and Developmental Biology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP 05508-000, Brazil.
| | - Karla Prieto
- Center for Genome Sciences, US Army Medical Research Institute of Infectious Diseases, Frederick, MD 21702, USA.
- Department of Environmental, Agricultural and Occupational Health, University of Nebraska Medical Center, Omaha, NE 68198-4388, USA.
| | - Michael R Wiley
- Center for Genome Sciences, US Army Medical Research Institute of Infectious Diseases, Frederick, MD 21702, USA.
- Department of Environmental, Agricultural and Occupational Health, University of Nebraska Medical Center, Omaha, NE 68198-4388, USA.
| | - Luís C S Ferreira
- Department of Microbiology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP 05508-000, Brazil.
| | - Marcos V Silva
- Institute of Infectology Emílio Ribas e Pontifícia Universidade Católica (PUC-SP), São Paulo, SP 01246-900, Brazil.
| | - Gustavo F Palacios
- Center for Genome Sciences, US Army Medical Research Institute of Infectious Diseases, Frederick, MD 21702, USA.
| | - Paolo M A Zanotto
- Department of Microbiology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP 05508-000, Brazil.
| | - Edison L Durigon
- Department of Microbiology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP 05508-000, Brazil.
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Dokubo EK, Wendland A, Mate SE, Ladner JT, Hamblion EL, Raftery P, Blackley DJ, Laney AS, Mahmoud N, Wayne-Davies G, Hensley L, Stavale E, Fakoli L, Gregory C, Chen TH, Koryon A, Roth Allen D, Mann J, Hickey A, Saindon J, Badini M, Baller A, Clement P, Bolay F, Wapoe Y, Wiley MR, Logue J, Dighero-Kemp B, Higgs E, Gasasira A, Williams DE, Dahn B, Kateh F, Nyenswah T, Palacios G, Fallah MP. Persistence of Ebola virus after the end of widespread transmission in Liberia: an outbreak report. Lancet Infect Dis 2018; 18:1015-1024. [PMID: 30049622 DOI: 10.1016/s1473-3099(18)30417-1] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/13/2018] [Revised: 06/07/2018] [Accepted: 06/19/2018] [Indexed: 10/28/2022]
Abstract
BACKGROUND Outbreak response efforts for the 2014-15 Ebola virus disease epidemic in west Africa brought widespread transmission to an end. However, subsequent clusters of infection have occurred in the region. An Ebola virus disease cluster in Liberia in November, 2015, that was identified after a 15-year-old boy tested positive for Ebola virus infection in Monrovia, raised the possibility of transmission from a persistently infected individual. METHODS Case investigations were done to ascertain previous contact with cases of Ebola virus disease or infection with Ebola virus. Molecular investigations on blood samples explored a potential linkage between Ebola virus isolated from cases in this November, 2015, cluster and epidemiologically linked cases from the 2014-15 west African outbreak, according to the national case database. FINDINGS The cluster investigated was the family of the index case (mother, father, three siblings). Ebola virus genomes assembled from two cases in the November, 2015, cluster, and an epidemiologically linked Ebola virus disease case in July, 2014, were phylogenetically related within the LB5 sublineage that circulated in Liberia starting around August, 2014. Partial genomes from two additional individuals, one from each cluster, were also consistent with placement in the LB5 sublineage. Sequencing data indicate infection with a lineage of the virus from a former transmission chain in the country. Based on serology and epidemiological and genomic data, the most plausible scenario is that a female case in the November, 2015, cluster survived Ebola virus disease in 2014, had viral persistence or recurrent disease, and transmitted the virus to three family members a year later. INTERPRETATION Investigation of the source of infection for the November, 2015, cluster provides evidence of Ebola virus persistence and highlights the risk for outbreaks after interruption of active transmission. These findings underscore the need for focused prevention efforts among survivors and sustained capacity to rapidly detect and respond to new Ebola virus disease cases to prevent recurrence of a widespread outbreak. FUNDING US Centers for Disease Control and Prevention, Defense Threat Reduction Agency, and WHO.
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Affiliation(s)
| | | | - Suzanne E Mate
- US Army Medical Research Institute of Infectious Diseases. Frederick, MD, USA
| | - Jason T Ladner
- US Army Medical Research Institute of Infectious Diseases. Frederick, MD, USA; Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
| | | | | | | | - A Scott Laney
- US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | | | | | - Lisa Hensley
- US National Institutes of Health, Bethesda, MD, USA
| | - Eric Stavale
- US National Institutes of Health, Bethesda, MD, USA
| | - Lawrence Fakoli
- National Public Health Institute of Liberia, Monrovia, Liberia
| | | | - Tai-Ho Chen
- US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | | | | | - Jennifer Mann
- US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Andrew Hickey
- US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - John Saindon
- US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | | | | | | | - Fatorma Bolay
- National Public Health Institute of Liberia, Monrovia, Liberia
| | | | - Michael R Wiley
- US Army Medical Research Institute of Infectious Diseases. Frederick, MD, USA
| | - James Logue
- US National Institutes of Health, Bethesda, MD, USA
| | | | | | | | | | | | | | | | - Gustavo Palacios
- US Army Medical Research Institute of Infectious Diseases. Frederick, MD, USA
| | - Mosoka P Fallah
- National Public Health Institute of Liberia, Monrovia, Liberia
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Lowen RG, Bocan TM, Kane CD, Cazares LH, Kota KP, Ladner JT, Nasar F, Pitt L, Smith DR, Soloveva V, Sun MG, Zeng X, Bavari S. Countering Zika Virus: The USAMRIID Response. Adv Exp Med Biol 2018; 1062:303-318. [PMID: 29845541 DOI: 10.1007/978-981-10-8727-1_21] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
The United States Army Medical Research Institute of Infectious Diseases (USAMRIID) possesses an array of expertise in diverse capabilities for the characterization of emerging infectious diseases from the pathogen itself to human or animal infection models. The recent Zika virus (ZIKV) outbreak was a challenge and an opportunity to put these capabilities to work as a cohesive unit to quickly respond to a rapidly developing threat. Next-generation sequencing was used to characterize virus stocks and to understand the introduction and spread of ZIKV in the United States. High Content Imaging was used to establish a High Content Screening process to evaluate antiviral therapies. Functional genomics was used to identify critical host factors for ZIKV infection. An animal model using the temporal blockade of IFN-I in immunocompetent laboratory mice was investigated in conjunction with Positron Emission Tomography to study ZIKV. Correlative light and electron microscopy was used to examine ZIKV interaction with host cells in culture and infected animals. A quantitative mass spectrometry approach was used to examine the protein and metabolite type or concentration changes that occur during ZIKV infection in blood, cells, and tissues. Multiplex fluorescence in situ hybridization was used to confirm ZIKV replication in mouse and NHP tissues. The integrated rapid response approach developed at USAMRIID presented in this review was successfully applied and provides a new template pathway to follow if a new biological threat emerges. This streamlined approach will increase the likelihood that novel medical countermeasures could be rapidly developed, evaluated, and translated into the clinic.
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Affiliation(s)
- Robert G Lowen
- U.S. Army Medical Research Institute of Infectious Diseases, Ft. Detrick, MD, USA.
| | - Thomas M Bocan
- U.S. Army Medical Research Institute of Infectious Diseases, Ft. Detrick, MD, USA
| | - Christopher D Kane
- U.S. Army Medical Research Institute of Infectious Diseases, Ft. Detrick, MD, USA
| | - Lisa H Cazares
- U.S. Army Medical Research Institute of Infectious Diseases, Ft. Detrick, MD, USA
| | - Krishna P Kota
- U.S. Army Medical Research Institute of Infectious Diseases, Ft. Detrick, MD, USA
| | - Jason T Ladner
- The Pathogen and Microbiome Institute, Northern Arizona University, Flagstaff, AZ, USA
| | - Farooq Nasar
- U.S. Army Medical Research Institute of Infectious Diseases, Ft. Detrick, MD, USA
| | - Louise Pitt
- U.S. Army Medical Research Institute of Infectious Diseases, Ft. Detrick, MD, USA
| | - Darci R Smith
- U.S. Army Medical Research Institute of Infectious Diseases, Ft. Detrick, MD, USA
| | - Veronica Soloveva
- U.S. Army Medical Research Institute of Infectious Diseases, Ft. Detrick, MD, USA
| | - Mei G Sun
- U.S. Army Medical Research Institute of Infectious Diseases, Ft. Detrick, MD, USA
| | - Xiankun Zeng
- U.S. Army Medical Research Institute of Infectious Diseases, Ft. Detrick, MD, USA
| | - Sina Bavari
- U.S. Army Medical Research Institute of Infectious Diseases, Ft. Detrick, MD, USA
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32
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Golden JW, Beitzel B, Ladner JT, Mucker EM, Kwilas SA, Palacios G, Hooper JW. An attenuated Machupo virus with a disrupted L-segment intergenic region protects guinea pigs against lethal Guanarito virus infection. Sci Rep 2017; 7:4679. [PMID: 28680057 PMCID: PMC5498534 DOI: 10.1038/s41598-017-04889-x] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2017] [Accepted: 05/22/2017] [Indexed: 02/07/2023] Open
Abstract
Machupo virus (MACV) is a New World (NW) arenavirus and causative agent of Bolivian hemorrhagic fever (HF). Here, we identified a variant of MACV strain Carvallo termed Car91 that was attenuated in guinea pigs. Infection of guinea pigs with an earlier passage of Carvallo, termed Car68, resulted in a lethal disease with a 63% mortality rate. Sequencing analysis revealed that compared to Car68, Car91 had a 35 nucleotide (nt) deletion and a point mutation within the L-segment intergenic region (IGR), and three silent changes in the polymerase gene that did not impact amino acid coding. No changes were found on the S-segment. Because it was apathogenic, we determined if Car91 could protect guinea pigs against Guanarito virus (GTOV), a distantly related NW arenavirus. While naïve animals succumbed to GTOV infection, 88% of the Car91-exposed guinea pigs were protected. These findings indicate that attenuated MACV vaccines can provide heterologous protection against NW arenaviruses. The disruption in the L-segment IGR, including a single point mutant and 35 nt partial deletion, were the only major variance detected between virulent and avirulent isolates, implicating its role in attenuation. Overall, our data support the development of live-attenuated arenaviruses as broadly protective pan-arenavirus vaccines.
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Affiliation(s)
- Joseph W Golden
- Department of Molecular Virology, Virology Division, United States Army Medical Research Institute of Infectious Diseases, Fort Detrick, MD, 21702, United States.
| | - Brett Beitzel
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases, Fort Detrick, MD, 21702, United States
| | - Jason T Ladner
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases, Fort Detrick, MD, 21702, United States
| | - Eric M Mucker
- Department of Molecular Virology, Virology Division, United States Army Medical Research Institute of Infectious Diseases, Fort Detrick, MD, 21702, United States
| | - Steven A Kwilas
- Department of Molecular Virology, Virology Division, United States Army Medical Research Institute of Infectious Diseases, Fort Detrick, MD, 21702, United States
| | - Gustavo Palacios
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases, Fort Detrick, MD, 21702, United States
| | - Jay W Hooper
- Department of Molecular Virology, Virology Division, United States Army Medical Research Institute of Infectious Diseases, Fort Detrick, MD, 21702, United States
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Grubaugh ND, Ladner JT, Kraemer MUG, Dudas G, Tan AL, Gangavarapu K, Wiley MR, White S, Thézé J, Magnani DM, Prieto K, Reyes D, Bingham AM, Paul LM, Robles-Sikisaka R, Oliveira G, Pronty D, Barcellona CM, Metsky HC, Baniecki ML, Barnes KG, Chak B, Freije CA, Gladden-Young A, Gnirke A, Luo C, MacInnis B, Matranga CB, Park DJ, Qu J, Schaffner SF, Tomkins-Tinch C, West KL, Winnicki SM, Wohl S, Yozwiak NL, Quick J, Fauver JR, Khan K, Brent SE, Reiner RC, Lichtenberger PN, Ricciardi MJ, Bailey VK, Watkins DI, Cone MR, Kopp EW, Hogan KN, Cannons AC, Jean R, Monaghan AJ, Garry RF, Loman NJ, Faria NR, Porcelli MC, Vasquez C, Nagle ER, Cummings DAT, Stanek D, Rambaut A, Sanchez-Lockhart M, Sabeti PC, Gillis LD, Michael SF, Bedford T, Pybus OG, Isern S, Palacios G, Andersen KG. Genomic epidemiology reveals multiple introductions of Zika virus into the United States. Nature 2017; 546:401-405. [PMID: 28538723 PMCID: PMC5536180 DOI: 10.1038/nature22400] [Citation(s) in RCA: 232] [Impact Index Per Article: 33.1] [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: 02/01/2017] [Accepted: 04/28/2017] [Indexed: 12/23/2022]
Abstract
Zika virus (ZIKV) is causing an unprecedented epidemic linked to severe congenital abnormalities. In July 2016, mosquito-borne ZIKV transmission was reported in the continental United States; since then, hundreds of locally acquired infections have been reported in Florida. To gain insights into the timing, source, and likely route(s) of ZIKV introduction, we tracked the virus from its first detection in Florida by sequencing ZIKV genomes from infected patients and Aedes aegypti mosquitoes. We show that at least 4 introductions, but potentially as many as 40, contributed to the outbreak in Florida and that local transmission is likely to have started in the spring of 2016-several months before its initial detection. By analysing surveillance and genetic data, we show that ZIKV moved among transmission zones in Miami. Our analyses show that most introductions were linked to the Caribbean, a finding corroborated by the high incidence rates and traffic volumes from the region into the Miami area. Our study provides an understanding of how ZIKV initiates transmission in new regions.
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Affiliation(s)
- Nathan D Grubaugh
- Department of Immunology and Microbial Science, The Scripps Research Institute, La Jolla, California 92037, USA
| | - Jason T Ladner
- Center for Genome Sciences, US Army Medical Research Institute of Infectious Diseases, Fort Detrick, Maryland 21702, USA
| | - Moritz U G Kraemer
- Department of Zoology, University of Oxford, Oxford OX1 3PS, UK
- Boston Children's Hospital, Boston, Massachusetts 02115, USA
- Harvard Medical School, Boston, Massachusetts 02115, USA
| | - Gytis Dudas
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, Washington 98109, USA
| | - Amanda L Tan
- Department of Biological Sciences, College of Arts and Sciences, Florida Gulf Coast University, Fort Myers, Florida 33965, USA
| | - Karthik Gangavarapu
- Department of Immunology and Microbial Science, The Scripps Research Institute, La Jolla, California 92037, USA
| | - Michael R Wiley
- Center for Genome Sciences, US Army Medical Research Institute of Infectious Diseases, Fort Detrick, Maryland 21702, USA
- College of Public Health, University of Nebraska Medical Center, Omaha, Nebraska 68198, USA
| | - Stephen White
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Miami, Florida 33125, USA
| | - Julien Thézé
- Department of Zoology, University of Oxford, Oxford OX1 3PS, UK
| | - Diogo M Magnani
- Department of Pathology, University of Miami Miller School of Medicine, Miami, Florida 33136, USA
| | - Karla Prieto
- Center for Genome Sciences, US Army Medical Research Institute of Infectious Diseases, Fort Detrick, Maryland 21702, USA
- College of Public Health, University of Nebraska Medical Center, Omaha, Nebraska 68198, USA
| | - Daniel Reyes
- Center for Genome Sciences, US Army Medical Research Institute of Infectious Diseases, Fort Detrick, Maryland 21702, USA
- Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha, Nebraska 68198, USA
| | - Andrea M Bingham
- Bureau of Epidemiology, Division of Disease Control and Health Protection, Florida Department of Health, Tallahassee, Florida 32399, USA
| | - Lauren M Paul
- Department of Biological Sciences, College of Arts and Sciences, Florida Gulf Coast University, Fort Myers, Florida 33965, USA
| | - Refugio Robles-Sikisaka
- Department of Immunology and Microbial Science, The Scripps Research Institute, La Jolla, California 92037, USA
| | - Glenn Oliveira
- Scripps Translational Science Institute, La Jolla, California 92037, USA
| | - Darryl Pronty
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Miami, Florida 33125, USA
| | - Carolyn M Barcellona
- Department of Biological Sciences, College of Arts and Sciences, Florida Gulf Coast University, Fort Myers, Florida 33965, USA
| | - Hayden C Metsky
- The Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, USA
| | - Mary Lynn Baniecki
- The Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, USA
| | - Kayla G Barnes
- The Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, USA
| | - Bridget Chak
- The Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, USA
| | - Catherine A Freije
- The Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, USA
| | | | - Andreas Gnirke
- The Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, USA
| | - Cynthia Luo
- The Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, USA
| | - Bronwyn MacInnis
- The Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, USA
| | | | - Daniel J Park
- The Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, USA
| | - James Qu
- The Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, USA
| | | | | | - Kendra L West
- The Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, USA
| | - Sarah M Winnicki
- The Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, USA
| | - Shirlee Wohl
- The Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, USA
| | - Nathan L Yozwiak
- The Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, USA
| | - Joshua Quick
- Institute of Microbiology and Infection, University of Birmingham, Birmingham B15 2TT, UK
| | - Joseph R Fauver
- Department of Microbiology, Immunology, and Pathology, Colorado State University, Fort Collins, Colorado 80523, USA
| | - Kamran Khan
- Li Ka Shing Knowledge Institute, St Michael's Hospital, Toronto, Ontario M5B 1T8, Canada
- Division of Infectious Diseases, Department of Medicine, University of Toronto, Toronto, Ontario M5S 1A8, Canada
| | - Shannon E Brent
- Li Ka Shing Knowledge Institute, St Michael's Hospital, Toronto, Ontario M5B 1T8, Canada
| | - Robert C Reiner
- Institute for Health Metrics and Evaluation, University of Washington, Seattle, Washington 98121, USA
| | - Paola N Lichtenberger
- Division of Infectious Diseases, University of Miami Miller School of Medicine, Miami, Florida 33136, USA
| | - Michael J Ricciardi
- Department of Pathology, University of Miami Miller School of Medicine, Miami, Florida 33136, USA
| | - Varian K Bailey
- Department of Pathology, University of Miami Miller School of Medicine, Miami, Florida 33136, USA
| | - David I Watkins
- Department of Pathology, University of Miami Miller School of Medicine, Miami, Florida 33136, USA
| | - Marshall R Cone
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Tampa, Florida 33612, USA
| | - Edgar W Kopp
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Tampa, Florida 33612, USA
| | - Kelly N Hogan
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Tampa, Florida 33612, USA
| | - Andrew C Cannons
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Tampa, Florida 33612, USA
| | - Reynald Jean
- Florida Department of Health in Miami-Dade County, Miami, Florida 33125, USA
| | - Andrew J Monaghan
- National Center for Atmospheric Research, Boulder, Colorado 80307, USA
| | - Robert F Garry
- Department of Microbiology and Immunology, Tulane University School of Medicine, New Orleans, Louisiana 70112, USA
| | - Nicholas J Loman
- Institute of Microbiology and Infection, University of Birmingham, Birmingham B15 2TT, UK
| | - Nuno R Faria
- Department of Zoology, University of Oxford, Oxford OX1 3PS, UK
| | | | | | - Elyse R Nagle
- Center for Genome Sciences, US Army Medical Research Institute of Infectious Diseases, Fort Detrick, Maryland 21702, USA
- Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha, Nebraska 68198, USA
| | - Derek A T Cummings
- Department of Biology and Emerging Pathogens Institute, University of Florida, Gainesville, Florida 32610, USA
| | - Danielle Stanek
- Bureau of Epidemiology, Division of Disease Control and Health Protection, Florida Department of Health, Tallahassee, Florida 32399, USA
| | - Andrew Rambaut
- Institute of Evolutionary Biology, University of Edinburgh, Edinburgh EH9 3FL, UK
- Fogarty International Center, National Institutes of Health, Bethesda, Maryland 20892, USA
| | - Mariano Sanchez-Lockhart
- Center for Genome Sciences, US Army Medical Research Institute of Infectious Diseases, Fort Detrick, Maryland 21702, USA
- Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha, Nebraska 68198, USA
| | - Pardis C Sabeti
- The Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, USA
- Center for Systems Biology, Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, Massachusetts 02138, USA
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts 02115, USA
- Howard Hughes Medical Institute, Chevy Chase, Maryland 20815, USA
| | - Leah D Gillis
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Miami, Florida 33125, USA
| | - Scott F Michael
- Department of Biological Sciences, College of Arts and Sciences, Florida Gulf Coast University, Fort Myers, Florida 33965, USA
| | - Trevor Bedford
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, Washington 98109, USA
| | - Oliver G Pybus
- Department of Zoology, University of Oxford, Oxford OX1 3PS, UK
| | - Sharon Isern
- Department of Biological Sciences, College of Arts and Sciences, Florida Gulf Coast University, Fort Myers, Florida 33965, USA
| | - Gustavo Palacios
- Center for Genome Sciences, US Army Medical Research Institute of Infectious Diseases, Fort Detrick, Maryland 21702, USA
| | - Kristian G Andersen
- Department of Immunology and Microbial Science, The Scripps Research Institute, La Jolla, California 92037, USA
- Scripps Translational Science Institute, La Jolla, California 92037, USA
- Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, California 92037, USA
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Costa-da-Silva AL, Ioshino RS, Petersen V, Lima AF, Cunha MDP, Wiley MR, Ladner JT, Prieto K, Palacios G, Costa DD, Suesdek L, Zanotto PMDA, Capurro ML. First report of naturally infected Aedes aegypti with chikungunya virus genotype ECSA in the Americas. PLoS Negl Trop Dis 2017; 11:e0005630. [PMID: 28614394 PMCID: PMC5470658 DOI: 10.1371/journal.pntd.0005630] [Citation(s) in RCA: 52] [Impact Index Per Article: 7.4] [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: 12/14/2016] [Accepted: 05/09/2017] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND The worldwide expansion of new emergent arboviruses such as Chikungunya and Zika reinforces the importance in understanding the role of mosquito species in spreading these pathogens in affected regions. This knowledge is essential for developing effective programs based on species specificity to avoid the establishment of endemic transmission cycles sustained by the identified local vectors. Although the first autochthonous transmission of Chikungunya virus was described in 2014 in the north of Brazil, the main outbreaks were reported in 2015 and 2016 in the northeast of Brazil. METHODOLOGY/PRINCIPAL FINDINGS During 5 days of February 2016, we collected mosquitoes in homes of 6 neighborhoods of Aracaju city, the capital of Sergipe state. Four mosquito species were identified but Culex quinquefasciatus and Aedes aegypti were the most abundant. Field-caught mosquitoes were tested for Chikungunya (CHIKV), Zika (ZIKV) and Dengue viruses (DENV) by qRT-PCR and one CHIKV-infected Ae. aegypti female was detected. The complete sequence of CHIKV genome was obtained from this sample and phylogenetic analysis revealed that this isolate belongs to the East-Central-South-African (ECSA) genotype. CONCLUSIONS Our study describes the first identification of a naturally CHIKV-infected Ae. aegypti in Brazil and the first report of a CHIKV from ECSA genotype identified in this species in the Americas. These findings support the notion of Ae. aegypti being a vector involved in CHIKV outbreaks in northeast of Brazil.
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Affiliation(s)
- André Luis Costa-da-Silva
- Departamento de Parasitologia, Instituto de Ciências Biomédicas, Universidade de São Paulo, São Paulo, SP, Brasil
- Instituto Nacional de Ciência e Tecnologia em Entomologia Molecular, INCT-EM, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Rafaella Sayuri Ioshino
- Departamento de Parasitologia, Instituto de Ciências Biomédicas, Universidade de São Paulo, São Paulo, SP, Brasil
- Instituto Nacional de Ciência e Tecnologia em Entomologia Molecular, INCT-EM, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Vivian Petersen
- Departamento de Parasitologia, Instituto de Ciências Biomédicas, Universidade de São Paulo, São Paulo, SP, Brasil
- Laboratório de Parasitologia, Instituto Butantan, São Paulo, Brazil
| | | | | | - Michael R. Wiley
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases, Frederick, Maryland, United States of America
| | - Jason T. Ladner
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases, Frederick, Maryland, United States of America
| | - Karla Prieto
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases, Frederick, Maryland, United States of America
| | - Gustavo Palacios
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases, Frederick, Maryland, United States of America
| | | | - Lincoln Suesdek
- Laboratório de Parasitologia, Instituto Butantan, São Paulo, Brazil
- Programa de Pós-graduação do Instituto de Medicina Tropical, Universidade de São Paulo, SP, Brasil
| | | | - Margareth Lara Capurro
- Departamento de Parasitologia, Instituto de Ciências Biomédicas, Universidade de São Paulo, São Paulo, SP, Brasil
- Instituto Nacional de Ciência e Tecnologia em Entomologia Molecular, INCT-EM, Rio de Janeiro, Rio de Janeiro, Brazil
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Pespeni MH, Ladner JT, Moczek AP. Signals of selection in conditionally expressed genes in the diversification of three horned beetle species. J Evol Biol 2017; 30:1644-1657. [PMID: 28379613 DOI: 10.1111/jeb.13079] [Citation(s) in RCA: 10] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2016] [Accepted: 03/05/2017] [Indexed: 01/20/2023]
Abstract
Species radiations may be facilitated by phenotypic differences already present within populations, such as those arising through sex-specific development or developmental processes biased towards particular reproductive or trophic morphs. We sought to test this hypothesis by utilizing a comparative transcriptomic approach to contrast among- and within-species differentiation using three horned beetle species in the genus Onthophagus. These three species exhibit differences along three phenotypic axes reflective of much of the interspecific diversity present within the genus: horn location, polarity of sexual dimorphism and degree of nutritional sensitivity. Our approach combined de novo transcript assembly, assessment of amino acid substitutions (dN/dS) across orthologous gene pairs and integration of gene function and conditional gene expression data. We identified 17 genes across the three species pairs related to axis patterning, development and metabolism with dN/dS > 1 and detected elevated dN/dS in genes related to metabolism and biosynthesis in the most closely related species pair, which is characterized by a loss of nutritional polyphenism and a reversal of sexual dimorphism. Further, we found that genes that are conditionally expressed (i.e. as a function of sex, nutrition or body region) within one of our focal species also showed significantly stronger signals of positive or relaxed purifying selection between species divergent along the same morphological axis (i.e. polarity of sexual dimorphism, degree of nutritional sensitivity or location of horns). Our findings thus reveal a positive relationship between intraspecific differentiation due to condition-specific development and genetic divergences among species.
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Affiliation(s)
- M H Pespeni
- Department of Biology, Indiana University, Bloomington, IN, USA.,Department of Biology, University of Vermont, Burlington, VT, USA
| | - J T Ladner
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases, Fort Detrick, MD, USA
| | - A P Moczek
- Department of Biology, Indiana University, Bloomington, IN, USA
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Dudas G, Carvalho LM, Bedford T, Tatem AJ, Baele G, Faria NR, Park DJ, Ladner JT, Arias A, Asogun D, Bielejec F, Caddy SL, Cotten M, D’Ambrozio J, Dellicour S, Di Caro A, Diclaro J, Duraffour S, Elmore MJ, Fakoli LS, Faye O, Gilbert ML, Gevao SM, Gire S, Gladden-Young A, Gnirke A, Goba A, Grant DS, Haagmans BL, Hiscox JA, Jah U, Kargbo B, Kugelman JR, Liu D, Lu J, Malboeuf CM, Mate S, Matthews DA, Matranga CB, Meredith LW, Qu J, Quick J, Pas SD, Phan MVT, Pollakis G, Reusken CB, Sanchez-Lockhart M, Schaffner SF, Schieffelin JS, Sealfon RS, Simon-Loriere E, Smits SL, Stoecker K, Thorne L, Tobin EA, Vandi MA, Watson SJ, West K, Whitmer S, Wiley MR, Winnicki SM, Wohl S, Wölfel R, Yozwiak NL, Andersen KG, Blyden SO, Bolay F, Carroll M, Dahn B, Diallo B, Formenty P, Fraser C, Gao GF, Garry RF, Goodfellow I, Günther S, Happi CT, Holmes EC, Kargbo B, Keïta S, Kellam P, Koopmans MPG, Kuhn JH, Loman NJ, Magassouba N, Naidoo D, Nichol ST, Nyenswah T, Palacios G, Pybus OG, Sabeti PC, Sall A, Ströher U, Wurie I, Suchard MA, Lemey P, Rambaut A. Virus genomes reveal factors that spread and sustained the Ebola epidemic. Nature 2017; 544:309-315. [PMID: 28405027 PMCID: PMC5712493 DOI: 10.1038/nature22040] [Citation(s) in RCA: 242] [Impact Index Per Article: 34.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2016] [Accepted: 03/02/2017] [Indexed: 01/03/2023]
Abstract
The 2013-2016 West African epidemic caused by the Ebola virus was of unprecedented magnitude, duration and impact. Here we reconstruct the dispersal, proliferation and decline of Ebola virus throughout the region by analysing 1,610 Ebola virus genomes, which represent over 5% of the known cases. We test the association of geography, climate and demography with viral movement among administrative regions, inferring a classic 'gravity' model, with intense dispersal between larger and closer populations. Despite attenuation of international dispersal after border closures, cross-border transmission had already sown the seeds for an international epidemic, rendering these measures ineffective at curbing the epidemic. We address why the epidemic did not spread into neighbouring countries, showing that these countries were susceptible to substantial outbreaks but at lower risk of introductions. Finally, we reveal that this large epidemic was a heterogeneous and spatially dissociated collection of transmission clusters of varying size, duration and connectivity. These insights will help to inform interventions in future epidemics.
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Affiliation(s)
- Gytis Dudas
- Institute of Evolutionary Biology, University of Edinburgh, King’s Buildings, Edinburgh, EH9 3FL, UK
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Luiz Max Carvalho
- Institute of Evolutionary Biology, University of Edinburgh, King’s Buildings, Edinburgh, EH9 3FL, UK
| | - Trevor Bedford
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Andrew J. Tatem
- WorldPop, Department of Geography and Environment, University of Southampton, Highfield, Southampton SO17 1BJ, UK
- Flowminder Foundation, Stockholm, Sweden
| | - Guy Baele
- Department of Microbiology and Immunology, Rega Institute, KU Leuven – University of Leuven, Leuven, Belgium
| | - Nuno R. Faria
- Department of Zoology, University of Oxford, South Parks Road, Oxford, OX1 3PS, UK
| | - Daniel J. Park
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Jason T. Ladner
- Center for Genome Sciences, U.S. Army Medical Research Institute of Infectious Diseases, Fort Detrick, Frederick, MD 21702, USA
| | - Armando Arias
- Department of Pathology, University of Cambridge, Addenbrooke’s Hospital, Cambridge, CB2 2QQ, UK
- National Veterinary Institute, Technical University of Denmark, Bülowsvej 27, 1870, Frederiksberg C, Denmark
| | - Danny Asogun
- Institute of Lassa Fever Research and Control, Irrua Specialist Teaching Hospital, Irrua, Nigeria
- The European Mobile Laboratory Consortium, 20359 Hamburg, Germany
| | - Filip Bielejec
- Department of Microbiology and Immunology, Rega Institute, KU Leuven – University of Leuven, Leuven, Belgium
| | - Sarah L. Caddy
- Department of Pathology, University of Cambridge, Addenbrooke’s Hospital, Cambridge, CB2 2QQ, UK
| | - Matthew Cotten
- Virus Genomics, Wellcome Trust Sanger Institute, Hinxton, UK
- Department of Viroscience, Erasmus University Medical Centre, P.O. Box 2040, 300 CA Rotterdam, the Netherlands
| | - Jonathan D’Ambrozio
- Center for Genome Sciences, U.S. Army Medical Research Institute of Infectious Diseases, Fort Detrick, Frederick, MD 21702, USA
| | - Simon Dellicour
- Department of Microbiology and Immunology, Rega Institute, KU Leuven – University of Leuven, Leuven, Belgium
| | - Antonino Di Caro
- The European Mobile Laboratory Consortium, 20359 Hamburg, Germany
- National Institute for Infectious Diseases ”L. Spallanzani” – IRCCS, Via Portuense 292, 00149 Rome, Italy
| | - JosephW. Diclaro
- Naval Medical Research Unit 3, 3A Imtidad Ramses Street, Cairo, 11517, Egypt
| | - Sophie Duraffour
- The European Mobile Laboratory Consortium, 20359 Hamburg, Germany
- Bernhard Nocht Institute for Tropical Medicine, 20359 Hamburg, Germany
| | - Michael J. Elmore
- National Infections Service, Public Health England, Porton Down, Salisbury, Wilts SP4 0JG, UK
| | | | - Ousmane Faye
- Institut Pasteur de Dakar, Arbovirus and Viral Hemorrhagic Fever Unit, 36 Avenue Pasteur, BP 220, Dakar, Sénégal
| | - Merle L. Gilbert
- Center for Genome Sciences, U.S. Army Medical Research Institute of Infectious Diseases, Fort Detrick, Frederick, MD 21702, USA
| | | | - Stephen Gire
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
- Center for Systems Biology, Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA 02138, USA
| | | | - Andreas Gnirke
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Augustine Goba
- Viral Hemorrhagic Fever Program, Kenema Government Hospital, 1 Combema Road, Kenema, Sierra Leone
- Ministry of Health and Sanitation, 4th Floor Youyi Building, Freetown, Sierra Leone
| | - Donald S. Grant
- Viral Hemorrhagic Fever Program, Kenema Government Hospital, 1 Combema Road, Kenema, Sierra Leone
- Ministry of Health and Sanitation, 4th Floor Youyi Building, Freetown, Sierra Leone
| | - Bart L. Haagmans
- Department of Viroscience, Erasmus University Medical Centre, P.O. Box 2040, 300 CA Rotterdam, the Netherlands
| | - Julian A. Hiscox
- Institute of Infection and Global Health, University of Liverpool, Liverpool L69 2BE, UK
- NIHR Health Protection Research Unit in Emerging and Zoonotic Infections, University of Liverpool, UK
| | - Umaru Jah
- University of Makeni, Makeni, Sierra Leone
| | - Brima Kargbo
- Ministry of Health and Sanitation, 4th Floor Youyi Building, Freetown, Sierra Leone
| | - Jeffrey R. Kugelman
- Center for Genome Sciences, U.S. Army Medical Research Institute of Infectious Diseases, Fort Detrick, Frederick, MD 21702, USA
| | - Di Liu
- Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China
| | - Jia Lu
- Department of Pathology, University of Cambridge, Addenbrooke’s Hospital, Cambridge, CB2 2QQ, UK
| | | | - Suzanne Mate
- Center for Genome Sciences, U.S. Army Medical Research Institute of Infectious Diseases, Fort Detrick, Frederick, MD 21702, USA
| | | | | | - Luke W. Meredith
- Department of Pathology, University of Cambridge, Addenbrooke’s Hospital, Cambridge, CB2 2QQ, UK
- University of Makeni, Makeni, Sierra Leone
| | - James Qu
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Joshua Quick
- Institute of Microbiology and Infection, University of Birmingham, Birmingham B15 2TT, UK
| | - Suzan D. Pas
- Department of Viroscience, Erasmus University Medical Centre, P.O. Box 2040, 300 CA Rotterdam, the Netherlands
| | - My VT Phan
- Virus Genomics, Wellcome Trust Sanger Institute, Hinxton, UK
- Department of Viroscience, Erasmus University Medical Centre, P.O. Box 2040, 300 CA Rotterdam, the Netherlands
| | - Georgios Pollakis
- Institute of Infection and Global Health, University of Liverpool, Liverpool L69 2BE, UK
| | - Chantal B. Reusken
- Department of Viroscience, Erasmus University Medical Centre, P.O. Box 2040, 300 CA Rotterdam, the Netherlands
| | - Mariano Sanchez-Lockhart
- Center for Genome Sciences, U.S. Army Medical Research Institute of Infectious Diseases, Fort Detrick, Frederick, MD 21702, USA
- University of Nebraska Medical Center, Omaha, NE, USA
| | | | - John S. Schieffelin
- Department of Pediatrics, Section of Infectious Diseases, New Orleans, LA 70112, USA
| | - Rachel S. Sealfon
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
- Center for Computational Biology, Flatiron Institute, New York, NY 10010, USA
- Lewis-Sigler Institute for Integrative Genomics, Princeton University, Princeton, NJ 08544, USA
| | - Etienne Simon-Loriere
- Institut Pasteur, Functional Genetics of Infectious Diseases Unit, 28 rue du Docteur Roux, 75724 Paris Cedex 15, France
- Génétique Fonctionelle des Maladies Infectieuses, CNRS URA3012, Paris 75015, France
| | - Saskia L. Smits
- Department of Viroscience, Erasmus University Medical Centre, P.O. Box 2040, 300 CA Rotterdam, the Netherlands
| | - Kilian Stoecker
- The European Mobile Laboratory Consortium, 20359 Hamburg, Germany
- Bundeswehr Institute of Microbiology, Neuherbergstrasse 11, 80937 Munich, Germany
| | - Lucy Thorne
- Department of Pathology, University of Cambridge, Addenbrooke’s Hospital, Cambridge, CB2 2QQ, UK
| | - Ekaete Alice Tobin
- Institute of Lassa Fever Research and Control, Irrua Specialist Teaching Hospital, Irrua, Nigeria
- The European Mobile Laboratory Consortium, 20359 Hamburg, Germany
| | - Mohamed A. Vandi
- Viral Hemorrhagic Fever Program, Kenema Government Hospital, 1 Combema Road, Kenema, Sierra Leone
- Ministry of Health and Sanitation, 4th Floor Youyi Building, Freetown, Sierra Leone
| | - Simon J. Watson
- Virus Genomics, Wellcome Trust Sanger Institute, Hinxton, UK
| | - Kendra West
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
| | - Shannon Whitmer
- Viral Special Pathogens Branch, Centers for Disease Control and Prevention, 1600 Clifton Rd. NE, Atlanta, Georgia, USA
| | - Michael R. Wiley
- Center for Genome Sciences, U.S. Army Medical Research Institute of Infectious Diseases, Fort Detrick, Frederick, MD 21702, USA
- University of Nebraska Medical Center, Omaha, NE, USA
| | - Sarah M. Winnicki
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
- Center for Systems Biology, Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA 02138, USA
| | - Shirlee Wohl
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
- Center for Systems Biology, Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA 02138, USA
| | - Roman Wölfel
- The European Mobile Laboratory Consortium, 20359 Hamburg, Germany
- Bundeswehr Institute of Microbiology, Neuherbergstrasse 11, 80937 Munich, Germany
| | - Nathan L. Yozwiak
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
- Center for Systems Biology, Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA 02138, USA
| | - Kristian G. Andersen
- The Scripps Research Institute, Department of Immunology and Microbial Science, La Jolla, CA 92037, USA
- Scripps Translational Science Institute, La Jolla, CA 92037, USA
| | - Sylvia O. Blyden
- Ministry of Social Welfare, Gender and Children’s Affairs, New Englandville, Freetown, Sierra Leone
| | - Fatorma Bolay
- Liberian Institute for Biomedical Research, Charlesville, Liberia
| | - MilesW. Carroll
- The European Mobile Laboratory Consortium, 20359 Hamburg, Germany
- National Infections Service, Public Health England, Porton Down, Salisbury, Wilts SP4 0JG, UK
- NIHR Health Protection Research Unit in Emerging and Zoonotic Infections, University of Liverpool, UK
- University of Southampton, South General Hospital, Southampton SO16 6YD, UK
| | | | | | | | - Christophe Fraser
- Oxford Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - George F. Gao
- Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China
- Chinese Center for Disease Control and Prevention (China CDC), Beijing 102206, China
| | - Robert F. Garry
- Department of Microbiology and Immunology, New Orleans, LA 70112, USA
| | - Ian Goodfellow
- Department of Pathology, University of Cambridge, Addenbrooke’s Hospital, Cambridge, CB2 2QQ, UK
- University of Makeni, Makeni, Sierra Leone
| | - Stephan Günther
- The European Mobile Laboratory Consortium, 20359 Hamburg, Germany
- Bernhard Nocht Institute for Tropical Medicine, 20359 Hamburg, Germany
| | - Christian T. Happi
- Department of Biological Sciences, Redeemer’s University, Ede, Osun State, Nigeria
- African Center of Excellence for Genomics of Infectious Diseases (ACEGID), Redeemer’s University, Ede, Osun State, Nigeria
| | - Edward C. Holmes
- Marie Bashir Institute for Infectious Diseases and Biosecurity, Charles Perkins Centre, School of Life and Environmental Sciences and Sydney Medical School, the University of Sydney, Sydney, NSW 2006, Australia
| | - Brima Kargbo
- Ministry of Health and Sanitation, 4th Floor Youyi Building, Freetown, Sierra Leone
| | | | - Paul Kellam
- Virus Genomics, Wellcome Trust Sanger Institute, Hinxton, UK
- Division of Infectious Diseases, Imperial College Faculty of Medicine, London W2 1PG, UK
| | - Marion P. G. Koopmans
- Department of Viroscience, Erasmus University Medical Centre, P.O. Box 2040, 300 CA Rotterdam, the Netherlands
| | - Jens H. Kuhn
- Integrated Research Facility at Fort Detrick, National Institute of Allergy and Infectious Diseases, National Institutes of Health, B-8200 Research Plaza, Fort Detrick, Frederick, MD 21702, USA
| | - Nicholas J. Loman
- Institute of Microbiology and Infection, University of Birmingham, Birmingham B15 2TT, UK
| | - N’Faly Magassouba
- Université Gamal Abdel Nasser de Conakry, Laboratoire des Fièvres Hémorragiques en Guinée, Conakry, Guinea
| | | | - Stuart T. Nichol
- Viral Special Pathogens Branch, Centers for Disease Control and Prevention, 1600 Clifton Rd. NE, Atlanta, Georgia, USA
| | | | - Gustavo Palacios
- Center for Genome Sciences, U.S. Army Medical Research Institute of Infectious Diseases, Fort Detrick, Frederick, MD 21702, USA
| | - Oliver G. Pybus
- Department of Zoology, University of Oxford, South Parks Road, Oxford, OX1 3PS, UK
| | - Pardis C. Sabeti
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
- Center for Systems Biology, Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA 02138, USA
| | - Amadou Sall
- Institut Pasteur de Dakar, Arbovirus and Viral Hemorrhagic Fever Unit, 36 Avenue Pasteur, BP 220, Dakar, Sénégal
| | - Ute Ströher
- Viral Special Pathogens Branch, Centers for Disease Control and Prevention, 1600 Clifton Rd. NE, Atlanta, Georgia, USA
| | - Isatta Wurie
- University of Sierra Leone, Freetown, Sierra Leone
| | - Marc A. Suchard
- Department of Biostatistics, UCLA Fielding School of Public Health, University of California, Los Angeles, CA, USA
- Department of Biomathematics David Geffen School of Medicine at UCLA, University of California, Los Angeles, CA, USA
- Department of Human Genetics, David Geffen School of Medicine at UCLA, University of California, Los Angeles, CA, USA
| | - Philippe Lemey
- Department of Microbiology and Immunology, Rega Institute, KU Leuven – University of Leuven, Leuven, Belgium
| | - Andrew Rambaut
- Institute of Evolutionary Biology, University of Edinburgh, King’s Buildings, Edinburgh, EH9 3FL, UK
- Centre for Immunology, Infection and Evolution, University of Edinburgh, King’s Buildings, Edinburgh, EH9 3FL, UK
- Fogarty International Center, National Institutes of Health, Bethesda, MD, USA
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37
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Ladner JT, Wiley MR, Beitzel B, Auguste AJ, Dupuis AP, Lindquist ME, Sibley SD, Kota KP, Fetterer D, Eastwood G, Kimmel D, Prieto K, Guzman H, Aliota MT, Reyes D, Brueggemann EE, St John L, Hyeroba D, Lauck M, Friedrich TC, O'Connor DH, Gestole MC, Cazares LH, Popov VL, Castro-Llanos F, Kochel TJ, Kenny T, White B, Ward MD, Loaiza JR, Goldberg TL, Weaver SC, Kramer LD, Tesh RB, Palacios G. A Multicomponent Animal Virus Isolated from Mosquitoes. Cell Host Microbe 2016; 20:357-367. [PMID: 27569558 DOI: 10.1016/j.chom.2016.07.011] [Citation(s) in RCA: 105] [Impact Index Per Article: 13.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2016] [Revised: 06/09/2016] [Accepted: 07/26/2016] [Indexed: 11/24/2022]
Abstract
RNA viruses exhibit a variety of genome organization strategies, including multicomponent genomes in which each segment is packaged separately. Although multicomponent genomes are common among viruses infecting plants and fungi, their prevalence among those infecting animals remains unclear. We characterize a multicomponent RNA virus isolated from mosquitoes, designated Guaico Culex virus (GCXV). GCXV belongs to a diverse clade of segmented viruses (Jingmenvirus) related to the prototypically unsegmented Flaviviridae. The GCXV genome comprises five segments, each of which appears to be separately packaged. The smallest segment is not required for replication, and its presence is variable in natural infections. We also describe a variant of Jingmen tick virus, another Jingmenvirus, sequenced from a Ugandan red colobus monkey, thus expanding the host range of this segmented and likely multicomponent virus group. Collectively, this study provides evidence for the existence of multicomponent animal viruses and their potential relevance for animal and human health.
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Affiliation(s)
- Jason T Ladner
- Center for Genome Sciences, U.S. Army Medical Research Institute of Infectious Diseases, Fort Detrick, MD 21702, USA.
| | - Michael R Wiley
- Center for Genome Sciences, U.S. Army Medical Research Institute of Infectious Diseases, Fort Detrick, MD 21702, USA
| | - Brett Beitzel
- Center for Genome Sciences, U.S. Army Medical Research Institute of Infectious Diseases, Fort Detrick, MD 21702, USA
| | - Albert J Auguste
- Institute for Human Infections and Immunity, Departments of Pathology, Microbiology & Immunology, and Center for Biodefense and Emerging Infectious Diseases, University of Texas Medical Branch, Galveston, TX 77555, USA
| | - Alan P Dupuis
- Arbovirus Laboratory, Wadsworth Center, New York State Department of Health, Albany, NY 12159, USA
| | - Michael E Lindquist
- Virology Division, U.S. Army Medical Research Institute of Infectious Diseases, Fort Detrick, MD 21702, USA
| | - Samuel D Sibley
- Department of Pathobiological Sciences, University of Wisconsin-Madison, Madison, WI 53706, USA
| | - Krishna P Kota
- Molecular and Translational Sciences Division, U.S. Army Medical Research Institute of Infectious Diseases, Fort Detrick, MD 21702, USA
| | - David Fetterer
- Research Support Division, U.S. Army Medical Research Institute of Infectious Diseases, Fort Detrick, MD 21702, USA
| | - Gillian Eastwood
- Arbovirus Laboratory, Wadsworth Center, New York State Department of Health, Albany, NY 12159, USA
| | - David Kimmel
- Center for Genome Sciences, U.S. Army Medical Research Institute of Infectious Diseases, Fort Detrick, MD 21702, USA
| | - Karla Prieto
- Center for Genome Sciences, U.S. Army Medical Research Institute of Infectious Diseases, Fort Detrick, MD 21702, USA
| | - Hilda Guzman
- Institute for Human Infections and Immunity, Departments of Pathology, Microbiology & Immunology, and Center for Biodefense and Emerging Infectious Diseases, University of Texas Medical Branch, Galveston, TX 77555, USA
| | - Matthew T Aliota
- Arbovirus Laboratory, Wadsworth Center, New York State Department of Health, Albany, NY 12159, USA
| | - Daniel Reyes
- Center for Genome Sciences, U.S. Army Medical Research Institute of Infectious Diseases, Fort Detrick, MD 21702, USA
| | - Ernst E Brueggemann
- Molecular and Translational Sciences Division, U.S. Army Medical Research Institute of Infectious Diseases, Fort Detrick, MD 21702, USA
| | - Lena St John
- Center for Genome Sciences, U.S. Army Medical Research Institute of Infectious Diseases, Fort Detrick, MD 21702, USA
| | | | - Michael Lauck
- Wisconsin National Primate Research Center, Madison, WI 53715, USA; Department of Pathology and Laboratory Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI 53706, USA
| | - Thomas C Friedrich
- Department of Pathobiological Sciences, University of Wisconsin-Madison, Madison, WI 53706, USA; Wisconsin National Primate Research Center, Madison, WI 53715, USA
| | - David H O'Connor
- Wisconsin National Primate Research Center, Madison, WI 53715, USA; Department of Pathology and Laboratory Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI 53706, USA
| | - Marie C Gestole
- Center for Genome Sciences, U.S. Army Medical Research Institute of Infectious Diseases, Fort Detrick, MD 21702, USA
| | - Lisa H Cazares
- Molecular and Translational Sciences Division, U.S. Army Medical Research Institute of Infectious Diseases, Fort Detrick, MD 21702, USA; Henry M. Jackson Foundation, Bethesda, MD 20817, USA; DoD Biotechnology High Performance Computing Software Applications Institute, Frederick, MD 21702, USA; Telemedicine and Advanced Technology Research Center, U.S. Army Medical Research and Materiel Command, Fort Detrick, MD 21702, USA
| | - Vsevolod L Popov
- Institute for Human Infections and Immunity, Departments of Pathology, Microbiology & Immunology, and Center for Biodefense and Emerging Infectious Diseases, University of Texas Medical Branch, Galveston, TX 77555, USA
| | | | | | - Tara Kenny
- Molecular and Translational Sciences Division, U.S. Army Medical Research Institute of Infectious Diseases, Fort Detrick, MD 21702, USA
| | - Bailey White
- Center for Genome Sciences, U.S. Army Medical Research Institute of Infectious Diseases, Fort Detrick, MD 21702, USA
| | - Michael D Ward
- Molecular and Translational Sciences Division, U.S. Army Medical Research Institute of Infectious Diseases, Fort Detrick, MD 21702, USA
| | - Jose R Loaiza
- Centro de Biodiversidad y Descubrimiento de Drogas, Instituto de Investigaciones Científicas y Servicios de Alta Tecnología, Ciudad de Panamá, Panamá
| | - Tony L Goldberg
- Department of Pathobiological Sciences, University of Wisconsin-Madison, Madison, WI 53706, USA; Makerere University, Kampala, Uganda; Wisconsin National Primate Research Center, Madison, WI 53715, USA
| | - Scott C Weaver
- Institute for Human Infections and Immunity, Departments of Pathology, Microbiology & Immunology, and Center for Biodefense and Emerging Infectious Diseases, University of Texas Medical Branch, Galveston, TX 77555, USA
| | - Laura D Kramer
- Arbovirus Laboratory, Wadsworth Center, New York State Department of Health, Albany, NY 12159, USA; School of Public Health, State University of New York at Albany, One University Place Rensselaer, East Greenbush, NY 12144, USA
| | - Robert B Tesh
- Institute for Human Infections and Immunity, Departments of Pathology, Microbiology & Immunology, and Center for Biodefense and Emerging Infectious Diseases, University of Texas Medical Branch, Galveston, TX 77555, USA
| | - Gustavo Palacios
- Center for Genome Sciences, U.S. Army Medical Research Institute of Infectious Diseases, Fort Detrick, MD 21702, USA.
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Abstract
Viral genome sequencing has become the cornerstone of almost all aspects of virology. In particular, high-throughput, next-generation viral genome sequencing has become an integral part of molecular epidemiological investigations into outbreaks of viral disease, such as the recent outbreaks of Middle Eastern respiratory syndrome, Ebola virus disease and Zika virus infection. Multiple institutes have acquired the expertise and necessary infrastructure to perform such investigations, as evidenced by the accumulation of thousands of novel viral sequences over progressively shorter time periods. The authors recently proposed a nomenclature comprised of five high-throughput sequencing standard categories to describe the quality of determined viral genome sequences. These five categories (standard draft, high quality, coding complete, complete and finished) cover all levels of viral genome finishing and can be applied to sequences determined by any technology platform or assembly technique.
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39
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Folarin OA, Ehichioya D, Schaffner SF, Winnicki SM, Wohl S, Eromon P, West KL, Gladden-Young A, Oyejide NE, Matranga CB, Deme AB, James A, Tomkins-Tinch C, Onyewurunwa K, Ladner JT, Palacios G, Nosamiefan I, Andersen KG, Omilabu S, Park DJ, Yozwiak NL, Nasidi A, Garry RF, Tomori O, Sabeti PC, Happi CT. Ebola Virus Epidemiology and Evolution in Nigeria. J Infect Dis 2016; 214:S102-S109. [PMID: 27377746 PMCID: PMC5050462 DOI: 10.1093/infdis/jiw190] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [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: 11/14/2022] Open
Abstract
Containment limited the 2014 Nigerian Ebola virus (EBOV) disease outbreak to 20 reported cases and 8 fatalities. We present here clinical data and contact information for at least 19 case patients, and full-length EBOV genome sequences for 12 of the 20. The detailed contact data permits nearly complete reconstruction of the transmission tree for the outbreak. The EBOV genomic data are consistent with that tree. It confirms that there was a single source for the Nigerian infections, shows that the Nigerian EBOV lineage nests within a lineage previously seen in Liberia but is genetically distinct from it, and supports the conclusion that transmission from Nigeria to elsewhere did not occur.
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Affiliation(s)
- Onikepe A Folarin
- Department of Biological Sciences African Center of Excellence for Genomics of Infectious Diseases, Redeemer's University, Ede, Osun State
| | - Deborah Ehichioya
- Department of Biological Sciences African Center of Excellence for Genomics of Infectious Diseases, Redeemer's University, Ede, Osun State
| | - Stephen F Schaffner
- Department of Broad Institute of Harvard and MIT Department of FAS Center for Systems Biology, Department of Organismic and Evolutionary Biology, Harvard University, Cambridge
| | - Sarah M Winnicki
- Department of Broad Institute of Harvard and MIT Department of FAS Center for Systems Biology, Department of Organismic and Evolutionary Biology, Harvard University, Cambridge
| | - Shirlee Wohl
- Department of Broad Institute of Harvard and MIT Department of FAS Center for Systems Biology, Department of Organismic and Evolutionary Biology, Harvard University, Cambridge
| | - Philomena Eromon
- Department of Biological Sciences African Center of Excellence for Genomics of Infectious Diseases, Redeemer's University, Ede, Osun State
| | | | | | | | | | - Awa Bineta Deme
- Department de Parasitologie et Mycologie, Université Cheikh Anta Diop de Dakar, Fann, Dakar, Senegal
| | | | | | - Kenneth Onyewurunwa
- Department of Biological Sciences African Center of Excellence for Genomics of Infectious Diseases, Redeemer's University, Ede, Osun State
| | - Jason T Ladner
- Department of Center for Genome Sciences, US Army Medical Research Institute of Infectious Diseases, Frederick, Massachusetts
| | - Gustavo Palacios
- Department of Center for Genome Sciences, US Army Medical Research Institute of Infectious Diseases, Frederick, Massachusetts
| | | | - Kristian G Andersen
- Department of The Scripps Research Institute, Scripps Translational Science Institute, La Jolla, California
| | - Sunday Omilabu
- Department of Medical Microbiology and Parasitology, College of Medicine, University of Lagos
| | - Daniel J Park
- African Center of Excellence for Genomics of Infectious Diseases, Redeemer's University, Ede, Osun State Department of Broad Institute of Harvard and MIT
| | - Nathan L Yozwiak
- African Center of Excellence for Genomics of Infectious Diseases, Redeemer's University, Ede, Osun State Department of Broad Institute of Harvard and MIT Department of FAS Center for Systems Biology, Department of Organismic and Evolutionary Biology, Harvard University, Cambridge
| | | | - Robert F Garry
- African Center of Excellence for Genomics of Infectious Diseases, Redeemer's University, Ede, Osun State Department of Microbiology and Immunology, Tulane University, New Orleans, Louisiana
| | - Oyewale Tomori
- Department of Biological Sciences Department of Nigerian Academy of Science, Akoka-Yaba, Lagos
| | - Pardis C Sabeti
- African Center of Excellence for Genomics of Infectious Diseases, Redeemer's University, Ede, Osun State Department of Broad Institute of Harvard and MIT Department of FAS Center for Systems Biology, Department of Organismic and Evolutionary Biology, Harvard University, Cambridge Department of Howard Hughes Medical Institute, Chevy Chase
| | - Christian T Happi
- Department of Biological Sciences African Center of Excellence for Genomics of Infectious Diseases, Redeemer's University, Ede, Osun State
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Kuhn JH, Wiley MR, Rodriguez SE, Bào Y, Prieto K, Travassos da Rosa APA, Guzman H, Savji N, Ladner JT, Tesh RB, Wada J, Jahrling PB, Bente DA, Palacios G. Genomic Characterization of the Genus Nairovirus (Family Bunyaviridae). Viruses 2016; 8:E164. [PMID: 27294949 PMCID: PMC4926184 DOI: 10.3390/v8060164] [Citation(s) in RCA: 44] [Impact Index Per Article: 5.5] [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: 04/02/2016] [Revised: 05/25/2016] [Accepted: 05/26/2016] [Indexed: 12/21/2022] Open
Abstract
Nairovirus, one of five bunyaviral genera, includes seven species. Genomic sequence information is limited for members of the Dera Ghazi Khan, Hughes, Qalyub, Sakhalin, and Thiafora nairovirus species. We used next-generation sequencing and historical virus-culture samples to determine 14 complete and nine coding-complete nairoviral genome sequences to further characterize these species. Previously unsequenced viruses include Abu Mina, Clo Mor, Great Saltee, Hughes, Raza, Sakhalin, Soldado, and Tillamook viruses. In addition, we present genomic sequence information on additional isolates of previously sequenced Avalon, Dugbe, Sapphire II, and Zirqa viruses. Finally, we identify Tunis virus, previously thought to be a phlebovirus, as an isolate of Abu Hammad virus. Phylogenetic analyses indicate the need for reassignment of Sapphire II virus to Dera Ghazi Khan nairovirus and reassignment of Hazara, Tofla, and Nairobi sheep disease viruses to novel species. We also propose new species for the Kasokero group (Kasokero, Leopards Hill, Yogue viruses), the Ketarah group (Gossas, Issyk-kul, Keterah/soft tick viruses) and the Burana group (Wēnzhōu tick virus, Huángpí tick virus 1, Tǎchéng tick virus 1). Our analyses emphasize the sister relationship of nairoviruses and arenaviruses, and indicate that several nairo-like viruses (Shāyáng spider virus 1, Xīnzhōu spider virus, Sānxiá water strider virus 1, South Bay virus, Wǔhàn millipede virus 2) require establishment of novel genera in a larger nairovirus-arenavirus supergroup.
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Affiliation(s)
- Jens H Kuhn
- Integrated Research Facility at Fort Detrick, Division of Clinical Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Frederick, MD 21702, USA.
| | - Michael R Wiley
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases, Fort Detrick, Frederick, MD 21702, USA.
| | - Sergio E Rodriguez
- Galveston National Laboratory, Institute for Human Infection and Immunity, Department of Microbiology & Immunology, University of Texas Medical Branch, Galveston, TX 77555, USA.
| | - Yīmíng Bào
- Information Engineering Branch, National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, MD 20892, USA.
| | - Karla Prieto
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases, Fort Detrick, Frederick, MD 21702, USA.
| | - Amelia P A Travassos da Rosa
- Galveston National Laboratory, Institute for Human Infection and Immunity, Department of Microbiology & Immunology, University of Texas Medical Branch, Galveston, TX 77555, USA.
| | - Hilda Guzman
- Galveston National Laboratory, Institute for Human Infection and Immunity, Department of Microbiology & Immunology, University of Texas Medical Branch, Galveston, TX 77555, USA.
| | - Nazir Savji
- School of Medicine, New York University, New York, NY 10016, USA.
| | - Jason T Ladner
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases, Fort Detrick, Frederick, MD 21702, USA.
| | - Robert B Tesh
- Galveston National Laboratory, Institute for Human Infection and Immunity, Department of Microbiology & Immunology, University of Texas Medical Branch, Galveston, TX 77555, USA.
| | - Jiro Wada
- Integrated Research Facility at Fort Detrick, Division of Clinical Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Frederick, MD 21702, USA.
| | - Peter B Jahrling
- Integrated Research Facility at Fort Detrick, Division of Clinical Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Frederick, MD 21702, USA.
| | - Dennis A Bente
- Galveston National Laboratory, Institute for Human Infection and Immunity, Department of Microbiology & Immunology, University of Texas Medical Branch, Galveston, TX 77555, USA.
| | - Gustavo Palacios
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases, Fort Detrick, Frederick, MD 21702, USA.
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41
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Blackley DJ, Wiley MR, Ladner JT, Fallah M, Lo T, Gilbert ML, Gregory C, D’ambrozio J, Coulter S, Mate S, Balogun Z, Kugelman J, Nwachukwu W, Prieto K, Yeiah A, Amegashie F, Kearney B, Wisniewski M, Saindon J, Schroth G, Fakoli L, Diclaro JW, Kuhn JH, Hensley LE, Jahrling PB, Ströher U, Nichol ST, Massaquoi M, Kateh F, Clement P, Gasasira A, Bolay F, Monroe SS, Rambaut A, Sanchez-Lockhart M, Scott Laney A, Nyenswah T, Christie A, Palacios G. Reduced evolutionary rate in reemerged Ebola virus transmission chains. Sci Adv 2016; 2:e1600378. [PMID: 27386513 PMCID: PMC4928956 DOI: 10.1126/sciadv.1600378] [Citation(s) in RCA: 58] [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] [Subscribe] [Scholar Register] [Received: 02/22/2016] [Accepted: 04/11/2016] [Indexed: 06/06/2023]
Abstract
On 29 June 2015, Liberia's respite from Ebola virus disease (EVD) was interrupted for the second time by a renewed outbreak ("flare-up") of seven confirmed cases. We demonstrate that, similar to the March 2015 flare-up associated with sexual transmission, this new flare-up was a reemergence of a Liberian transmission chain originating from a persistently infected source rather than a reintroduction from a reservoir or a neighboring country with active transmission. Although distinct, Ebola virus (EBOV) genomes from both flare-ups exhibit significantly low genetic divergence, indicating a reduced rate of EBOV evolution during persistent infection. Using this rate of change as a signature, we identified two additional EVD clusters that possibly arose from persistently infected sources. These findings highlight the risk of EVD flare-ups even after an outbreak is declared over.
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Affiliation(s)
| | - Michael R. Wiley
- U.S. Army Medical Research Institute of Infectious Diseases, Fort Detrick, Frederick, MD 21702, USA
| | - Jason T. Ladner
- U.S. Army Medical Research Institute of Infectious Diseases, Fort Detrick, Frederick, MD 21702, USA
| | | | - Terrence Lo
- Centers for Disease Control and Prevention, Atlanta, GA 30329, USA
| | - Merle L. Gilbert
- U.S. Army Medical Research Institute of Infectious Diseases, Fort Detrick, Frederick, MD 21702, USA
| | | | - Jonathan D’ambrozio
- U.S. Army Medical Research Institute of Infectious Diseases, Fort Detrick, Frederick, MD 21702, USA
| | - Stewart Coulter
- Centers for Disease Control and Prevention, Atlanta, GA 30329, USA
| | - Suzanne Mate
- U.S. Army Medical Research Institute of Infectious Diseases, Fort Detrick, Frederick, MD 21702, USA
| | | | - Jeffrey Kugelman
- U.S. Army Medical Research Institute of Infectious Diseases, Fort Detrick, Frederick, MD 21702, USA
| | | | - Karla Prieto
- U.S. Army Medical Research Institute of Infectious Diseases, Fort Detrick, Frederick, MD 21702, USA
| | | | | | - Brian Kearney
- U.S. Army Medical Research Institute of Infectious Diseases, Fort Detrick, Frederick, MD 21702, USA
| | - Meagan Wisniewski
- U.S. Army Medical Research Institute of Infectious Diseases, Fort Detrick, Frederick, MD 21702, USA
| | - John Saindon
- Centers for Disease Control and Prevention, Atlanta, GA 30329, USA
| | | | - Lawrence Fakoli
- Liberian Institute for Biomedical Research, Charlesville, Liberia
| | | | - Jens H. Kuhn
- Integrated Research Facility at Fort Detrick, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Fort Detrick, Frederick, MD 21702, USA
| | - Lisa E. Hensley
- Integrated Research Facility at Fort Detrick, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Fort Detrick, Frederick, MD 21702, USA
| | - Peter B. Jahrling
- Integrated Research Facility at Fort Detrick, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Fort Detrick, Frederick, MD 21702, USA
| | - Ute Ströher
- Centers for Disease Control and Prevention, Atlanta, GA 30329, USA
| | - Stuart T. Nichol
- Centers for Disease Control and Prevention, Atlanta, GA 30329, USA
| | | | | | - Peter Clement
- World Health Organization, CH-1211 Geneva 27, Switzerland
| | - Alex Gasasira
- World Health Organization, CH-1211 Geneva 27, Switzerland
| | - Fatorma Bolay
- Liberian Institute for Biomedical Research, Charlesville, Liberia
| | | | - Andrew Rambaut
- Institute of Evolutionary Biology, University of Edinburgh, Edinburgh EH9 3FL, UK
- Fogarty International Center, National Institutes of Health, Bethesda, MD 20892, USA
- Centre for Immunology, Infection and Evolution, University of Edinburgh, Edinburgh EH9 3FL, UK
| | - Mariano Sanchez-Lockhart
- U.S. Army Medical Research Institute of Infectious Diseases, Fort Detrick, Frederick, MD 21702, USA
| | - A. Scott Laney
- Centers for Disease Control and Prevention, Atlanta, GA 30329, USA
| | | | - Athalia Christie
- Centers for Disease Control and Prevention, Atlanta, GA 30329, USA
| | - Gustavo Palacios
- U.S. Army Medical Research Institute of Infectious Diseases, Fort Detrick, Frederick, MD 21702, USA
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Kugelman JR, Rossi CA, Wiley MR, Ladner JT, Nagle ER, Pfeffer BP, Garcia K, Prieto K, Wada J, Kuhn JH, Palacios G. Informing the Historical Record of Experimental Nonhuman Primate Infections with Ebola Virus: Genomic Characterization of USAMRIID Ebola Virus/H.sapiens-tc/COD/1995/Kikwit-9510621 Challenge Stock "R4368" and Its Replacement "R4415". PLoS One 2016; 11:e0150919. [PMID: 27002733 PMCID: PMC4803331 DOI: 10.1371/journal.pone.0150919] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [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: 10/07/2015] [Accepted: 02/14/2016] [Indexed: 11/19/2022] Open
Abstract
The creation of licensed medical countermeasures against Select Agents such as Ebola virus (EBOV) is critically dependent on the use of standardized reagents, assays, and animal models. We performed full genome reconstruction, population genomics, contaminant analysis, and characterization of the glycoprotein gene editing site of historical United States Army Medical Research Institute of Infectious Diseases (USAMRIID) nonhuman-primate challenge stock Ebola virus Kikwit “R4368” and its 2014 replacement “R4415.” We also provide characterization of the master stock used to create “R4415.” The obtained data are essential to understanding the quality of the seed stock reagents used in pivotal animal studies that have been used to inform medical countermeasure development. Furthermore, these data might add to the understanding of the influence of EBOV variant populations on pathogenesis and disease outcome and inform attempts to avoid the evolution of EBOV escape mutants in response to current therapeutics. Finally, as the primary challenge stocks have changed over time, these data will provide a baseline for understanding and correlating past and future animal study results.
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Affiliation(s)
- Jeffrey R. Kugelman
- United States Army Medical Research Institute of Infectious Diseases (USAMRIID), Fort Detrick, Frederick, Maryland, United States of America
| | - Cynthia A. Rossi
- United States Army Medical Research Institute of Infectious Diseases (USAMRIID), Fort Detrick, Frederick, Maryland, United States of America
| | - Michael R. Wiley
- United States Army Medical Research Institute of Infectious Diseases (USAMRIID), Fort Detrick, Frederick, Maryland, United States of America
| | - Jason T. Ladner
- United States Army Medical Research Institute of Infectious Diseases (USAMRIID), Fort Detrick, Frederick, Maryland, United States of America
| | - Elyse R. Nagle
- United States Army Medical Research Institute of Infectious Diseases (USAMRIID), Fort Detrick, Frederick, Maryland, United States of America
| | - Bradley P. Pfeffer
- United States Army Medical Research Institute of Infectious Diseases (USAMRIID), Fort Detrick, Frederick, Maryland, United States of America
| | - Karla Garcia
- United States Army Medical Research Institute of Infectious Diseases (USAMRIID), Fort Detrick, Frederick, Maryland, United States of America
| | - Karla Prieto
- United States Army Medical Research Institute of Infectious Diseases (USAMRIID), Fort Detrick, Frederick, Maryland, United States of America
| | - Jiro Wada
- Integrated Research Facility at Fort Detrick (IRF-Frederick), National Institute of Allergy and Infectious Diseases, National Institutes of Health, Fort Detrick, Frederick, Maryland, United States of America
| | - Jens H. Kuhn
- Integrated Research Facility at Fort Detrick (IRF-Frederick), National Institute of Allergy and Infectious Diseases, National Institutes of Health, Fort Detrick, Frederick, Maryland, United States of America
| | - Gustavo Palacios
- United States Army Medical Research Institute of Infectious Diseases (USAMRIID), Fort Detrick, Frederick, Maryland, United States of America
- * E-mail:
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Kilianski A, Carcel P, Yao S, Roth P, Schulte J, Donarum GB, Fochler ET, Hill JM, Liem AT, Wiley MR, Ladner JT, Pfeffer BP, Elliot O, Petrosov A, Jima DD, Vallard TG, Melendrez MC, Skowronski E, Quan PL, Lipkin WI, Gibbons HS, Hirschberg DL, Palacios GF, Rosenzweig CN. Pathosphere.org: pathogen detection and characterization through a web-based, open source informatics platform. BMC Bioinformatics 2015; 16:416. [PMID: 26714571 PMCID: PMC4696252 DOI: 10.1186/s12859-015-0840-5] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [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: 07/30/2015] [Accepted: 12/08/2015] [Indexed: 01/15/2023] Open
Abstract
BACKGROUND The detection of pathogens in complex sample backgrounds has been revolutionized by wide access to next-generation sequencing (NGS) platforms. However, analytical methods to support NGS platforms are not as uniformly available. Pathosphere (found at Pathosphere.org) is a cloud - based open - sourced community tool that allows for communication, collaboration and sharing of NGS analytical tools and data amongst scientists working in academia, industry and government. The architecture allows for users to upload data and run available bioinformatics pipelines without the need for onsite processing hardware or technical support. RESULTS The pathogen detection capabilities hosted on Pathosphere were tested by analyzing pathogen-containing samples sequenced by NGS with both spiked human samples as well as human and zoonotic host backgrounds. Pathosphere analytical pipelines developed by Edgewood Chemical Biological Center (ECBC) identified spiked pathogens within a common sample analyzed by 454, Ion Torrent, and Illumina sequencing platforms. ECBC pipelines also correctly identified pathogens in human samples containing arenavirus in addition to animal samples containing flavivirus and coronavirus. These analytical methods were limited in the detection of sequences with limited homology to previous annotations within NCBI databases, such as parvovirus. Utilizing the pipeline-hosting adaptability of Pathosphere, the analytical suite was supplemented by analytical pipelines designed by the United States Army Medical Research Insititute of Infectious Diseases and Walter Reed Army Institute of Research (USAMRIID-WRAIR). These pipelines were implemented and detected parvovirus sequence in the sample that the ECBC iterative analysis previously failed to identify. CONCLUSIONS By accurately detecting pathogens in a variety of samples, this work demonstrates the utility of Pathosphere and provides a platform for utilizing, modifying and creating pipelines for a variety of NGS technologies developed to detect pathogens in complex sample backgrounds. These results serve as an exhibition for the existing pipelines and web-based interface of Pathosphere as well as the plug-in adaptability that allows for integration of newer NGS analytical software as it becomes available.
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Affiliation(s)
- Andy Kilianski
- Biosciences Division, Edgewood Chemical and Biological Center, 5183 Blackhawk Rd, Aberdeen Proving Ground, Edgewood, MD, 21010, USA.
| | | | - Shijie Yao
- OptiMetrics, Inc, Abingdon, MD, USA. .,Joint Genome Institute, Department of Energy, LBNL, Berkley, CA, USA.
| | - Pierce Roth
- Biosciences Division, Edgewood Chemical and Biological Center, 5183 Blackhawk Rd, Aberdeen Proving Ground, Edgewood, MD, 21010, USA. .,OptiMetrics, Inc, Abingdon, MD, USA.
| | | | | | | | - Jessica M Hill
- Biosciences Division, Edgewood Chemical and Biological Center, 5183 Blackhawk Rd, Aberdeen Proving Ground, Edgewood, MD, 21010, USA. .,OptiMetrics, Inc, Abingdon, MD, USA.
| | - Alvin T Liem
- Biosciences Division, Edgewood Chemical and Biological Center, 5183 Blackhawk Rd, Aberdeen Proving Ground, Edgewood, MD, 21010, USA. .,OptiMetrics, Inc, Abingdon, MD, USA.
| | - Michael R Wiley
- Center for Genome Sciences, United States Medical Research Institute of Infectious Diseases, Ft. Detrick, Frederick, MD, USA.
| | - Jason T Ladner
- Center for Genome Sciences, United States Medical Research Institute of Infectious Diseases, Ft. Detrick, Frederick, MD, USA.
| | - Bradley P Pfeffer
- Center for Genome Sciences, United States Medical Research Institute of Infectious Diseases, Ft. Detrick, Frederick, MD, USA.
| | - Oliver Elliot
- Department of Biomedical Informatics, Columbia University, New York, NY, USA.
| | - Alexandra Petrosov
- The Center for Infection and Immunity, Columbia University, New York, NY, USA.
| | - Dereje D Jima
- Walter Reed Army Institute of Research, Viral Diseases Branch, Silver Spring, MD, USA.
| | - Tyghe G Vallard
- Walter Reed Army Institute of Research, Viral Diseases Branch, Silver Spring, MD, USA.
| | - Melanie C Melendrez
- Walter Reed Army Institute of Research, Viral Diseases Branch, Silver Spring, MD, USA.
| | | | - Phenix-Lan Quan
- The Center for Infection and Immunity, Columbia University, New York, NY, USA.
| | - W Ian Lipkin
- The Center for Infection and Immunity, Columbia University, New York, NY, USA.
| | - Henry S Gibbons
- Biosciences Division, Edgewood Chemical and Biological Center, 5183 Blackhawk Rd, Aberdeen Proving Ground, Edgewood, MD, 21010, USA.
| | - David L Hirschberg
- The Center for Infection and Immunity, Columbia University, New York, NY, USA. .,Department of Interdisciplinary Arts and Sciences, University of Washington Tacoma, Tacoma, WA, USA.
| | - Gustavo F Palacios
- Center for Genome Sciences, United States Medical Research Institute of Infectious Diseases, Ft. Detrick, Frederick, MD, USA.
| | - C Nicole Rosenzweig
- Biosciences Division, Edgewood Chemical and Biological Center, 5183 Blackhawk Rd, Aberdeen Proving Ground, Edgewood, MD, 21010, USA.
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Trefry JC, Wollen SE, Nasar F, Shamblin JD, Kern SJ, Bearss JJ, Jefferson MA, Chance TB, Kugelman JR, Ladner JT, Honko AN, Kobs DJ, Wending MQS, Sabourin CL, Pratt WD, Palacios GF, Pitt MLM. Ebola Virus Infections in Nonhuman Primates Are Temporally Influenced by Glycoprotein Poly-U Editing Site Populations in the Exposure Material. Viruses 2015; 7:6739-54. [PMID: 26703716 PMCID: PMC4690892 DOI: 10.3390/v7122969] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2015] [Revised: 12/03/2015] [Accepted: 12/07/2015] [Indexed: 01/04/2023] Open
Abstract
Recent experimentation with the variants of the Ebola virus that differ in the glycoprotein's poly-uridine site, which dictates the form of glycoprotein produced through a transcriptional stutter, has resulted in questions regarding the pathogenicity and lethality of the stocks used to develop products currently undergoing human clinical trials to combat the disease. In order to address these concerns and prevent the delay of these critical research programs, we designed an experiment that permitted us to intramuscularly challenge statistically significant numbers of naïve and vaccinated cynomolgus macaques with either a 7U or 8U variant of the Ebola virus, Kikwit isolate. In naïve animals, no difference in survivorship was observed; however, there was a significant delay in the disease course between the two groups. Significant differences were also observed in time-of-fever, serum chemistry, and hematology. In vaccinated animals, there was no statistical difference in survivorship between either challenge groups, with two succumbing in the 7U group compared to 1 in the 8U challenge group. In summary, survivorship was not affected, but the Ebola virus disease course in nonhuman primates is temporally influenced by glycoprotein poly-U editing site populations.
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Affiliation(s)
- John C Trefry
- Virology Division, US Army Medical Research Institute for Infectious Diseases, 1425 Porter St., Fort Detrick, MD 21702, USA.
| | - Suzanne E Wollen
- Virology Division, US Army Medical Research Institute for Infectious Diseases, 1425 Porter St., Fort Detrick, MD 21702, USA.
| | - Farooq Nasar
- Virology Division, US Army Medical Research Institute for Infectious Diseases, 1425 Porter St., Fort Detrick, MD 21702, USA.
| | - Joshua D Shamblin
- Virology Division, US Army Medical Research Institute for Infectious Diseases, 1425 Porter St., Fort Detrick, MD 21702, USA.
| | - Steven J Kern
- Virology Division, US Army Medical Research Institute for Infectious Diseases, 1425 Porter St., Fort Detrick, MD 21702, USA.
| | - Jeremy J Bearss
- Pathology Division, U.S. Army Medical Research Institute of Infectious Diseases, 1425 Porter St., Fort Detrick, MD 21702, USA.
| | - Michelle A Jefferson
- Pathology Division, U.S. Army Medical Research Institute of Infectious Diseases, 1425 Porter St., Fort Detrick, MD 21702, USA.
| | - Taylor B Chance
- Pathology Division, U.S. Army Medical Research Institute of Infectious Diseases, 1425 Porter St., Fort Detrick, MD 21702, USA.
| | - Jeffery R Kugelman
- Molecular and Translational Sciences, U.S. Army Medical Research Institute of Infectious Diseases, 1425 Porter St., Fort Detrick, MD 21702, USA.
| | - Jason T Ladner
- Molecular and Translational Sciences, U.S. Army Medical Research Institute of Infectious Diseases, 1425 Porter St., Fort Detrick, MD 21702, USA.
| | - Anna N Honko
- Virology Division, US Army Medical Research Institute for Infectious Diseases, 1425 Porter St., Fort Detrick, MD 21702, USA.
| | - Dean J Kobs
- Battelle Memorial Institute, 505 King Ave., Columbus, OH 43201, USA.
| | | | - Carol L Sabourin
- Battelle Memorial Institute, 505 King Ave., Columbus, OH 43201, USA.
| | - William D Pratt
- Virology Division, US Army Medical Research Institute for Infectious Diseases, 1425 Porter St., Fort Detrick, MD 21702, USA.
| | - Gustavo F Palacios
- Molecular and Translational Sciences, U.S. Army Medical Research Institute of Infectious Diseases, 1425 Porter St., Fort Detrick, MD 21702, USA.
| | - M Louise M Pitt
- Virology Division, US Army Medical Research Institute for Infectious Diseases, 1425 Porter St., Fort Detrick, MD 21702, USA.
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Mate SE, Kugelman JR, Nyenswah TG, Ladner JT, Wiley MR, Cordier-Lassalle T, Christie A, Schroth GP, Gross SM, Davies-Wayne GJ, Shinde SA, Murugan R, Sieh SB, Badio M, Fakoli L, Taweh F, de Wit E, van Doremalen N, Munster VJ, Pettitt J, Prieto K, Humrighouse BW, Ströher U, DiClaro JW, Hensley LE, Schoepp RJ, Safronetz D, Fair J, Kuhn JH, Blackley DJ, Laney AS, Williams DE, Lo T, Gasasira A, Nichol ST, Formenty P, Kateh FN, De Cock KM, Bolay F, Sanchez-Lockhart M, Palacios G. Molecular Evidence of Sexual Transmission of Ebola Virus. N Engl J Med 2015; 373:2448-54. [PMID: 26465384 PMCID: PMC4711355 DOI: 10.1056/nejmoa1509773] [Citation(s) in RCA: 307] [Impact Index Per Article: 34.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
A suspected case of sexual transmission from a male survivor of Ebola virus disease (EVD) to his female partner (the patient in this report) occurred in Liberia in March 2015. Ebola virus (EBOV) genomes assembled from blood samples from the patient and a semen sample from the survivor were consistent with direct transmission. The genomes shared three substitutions that were absent from all other Western African EBOV sequences and that were distinct from the last documented transmission chain in Liberia before this case. Combined with epidemiologic data, the genomic analysis provides evidence of sexual transmission of EBOV and evidence of the persistence of infective EBOV in semen for 179 days or more after the onset of EVD. (Funded by the Defense Threat Reduction Agency and others.).
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Affiliation(s)
- Suzanne E Mate
- From the Center for Genome Sciences (S.E.M., J.R.K., J.T.L., M.R.W., K.P., M.S.-L., G.P.) and Diagnostic Systems Division (R.J.S.), U.S. Army Medical Research Institute of Infectious Diseases, and the Division of Clinical Research, Integrated Research Facility at Fort Detrick, National Institute of Allergy and Infectious Diseases, National Institutes of Health (NIH) (J.P., L.E.H., J.H.K.) - all in Frederick, MD; the Ministry of Health and Social Welfare (T.G.N., S.B.S., M.B., F.N.K.) and the World Health Organization (WHO) (G.J.D.-W., R.M.), Monrovia, and the Liberian Institute for Biomedical Research, Charlesville (L.F., F.T., F.B.) - all in Liberia; WHO, Geneva (T.C.-L., A.G., P.F.); the Centers for Disease Control and Prevention, Atlanta (A.C., B.W.H., U.S., D.J.B., A.S.L., D.E.W., T.L., S.T.N., K.M.D.C.); Illumina, San Diego, CA (G.P.S., S.M.G.); WHO, New Delhi, India (S.A.S); Rocky Mountain Laboratories, Division of Intramural Research, National Institute of Allergy and Infectious Diseases, NIH, Hamilton, MT (E.W., N.D., V.J.M., D.S.); Naval Medical Research Unit 3, Cairo (J.W.D.); and the Foundation Mérieux, Washington, DC (J.F.)
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Chiang CY, Ulrich RL, Ulrich MP, Eaton B, Ojeda JF, Lane DJ, Kota KP, Kenny TA, Ladner JT, Dickson SP, Kuehl K, Raychaudhuri R, Sun M, Bavari S, Wolcott MJ, Covell D, Panchal RG. Characterization of the murine macrophage response to infection with virulent and avirulent Burkholderia species. BMC Microbiol 2015; 15:259. [PMID: 26545875 PMCID: PMC4636792 DOI: 10.1186/s12866-015-0593-3] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [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: 03/26/2015] [Accepted: 10/28/2015] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Burkholderia pseudomallei (Bp) and Burkholderia mallei (Bm) are Gram-negative facultative intracellular pathogens, which are the causative agents of melioidosis and glanders, respectively. Depending on the route of exposure, aerosol or transcutaneous, infection by Bp or Bm can result in an extensive range of disease - from acute to chronic, relapsing illness to fatal septicemia. Both diseases are associated with difficult diagnosis and high fatality rates. About ninety five percent of patients succumb to untreated septicemic infections and the fatality rate is 50 % even when standard antibiotic treatments are administered. RESULTS The goal of this study is to profile murine macrophage-mediated phenotypic and molecular responses that are characteristic to a collection of Bp, Bm, Burkholderia thailandensis (Bt) and Burkholderia oklahomensis (Bo) strains obtained from humans, animals, environment and geographically diverse locations. Burkholderia spp. (N = 21) were able to invade and replicate in macrophages, albeit to varying degrees. All Bp (N = 9) and four Bm strains were able to induce actin polymerization on the bacterial surface following infection. Several Bp and Bm strains showed reduced ability to induce multinucleated giant cell (MNGC) formation, while Bo and Bp 776 were unable to induce this phenotype. Measurement of host cytokine responses revealed a statistically significant Bm mediated IL-6 and IL-10 production compared to Bp strains. Hierarchical clustering of transcriptional data from 84 mouse cytokines, chemokines and their corresponding receptors identified 29 host genes as indicators of differential responses between the Burkholderia spp. Further validation confirmed Bm mediated Il-1b, Il-10, Tnfrsf1b and Il-36a mRNA expressions were significantly higher when compared to Bp and Bt. CONCLUSIONS These results characterize the phenotypic and immunological differences in the host innate response to pathogenic and avirulent Burkholderia strains and provide insight into the phenotypic alterations and molecular targets underlying host-Burkholderia interactions.
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Affiliation(s)
- Chih-Yuan Chiang
- Molecular and Translational Sciences Division, United States Army Medical Research Institute of Infectious Diseases (USAMRIID), Fort Detrick, MD, USA.
| | - Ricky L Ulrich
- Institute for Therapeutic Innovation, Department of Medicine, University of Florida, Orlando, FL, USA.
| | | | - Brett Eaton
- Molecular and Translational Sciences Division, United States Army Medical Research Institute of Infectious Diseases (USAMRIID), Fort Detrick, MD, USA.
| | - Jenifer F Ojeda
- Molecular and Translational Sciences Division, United States Army Medical Research Institute of Infectious Diseases (USAMRIID), Fort Detrick, MD, USA.
| | - Douglas J Lane
- Molecular and Translational Sciences Division, United States Army Medical Research Institute of Infectious Diseases (USAMRIID), Fort Detrick, MD, USA.
| | | | - Tara A Kenny
- Molecular and Translational Sciences Division, United States Army Medical Research Institute of Infectious Diseases (USAMRIID), Fort Detrick, MD, USA.
| | - Jason T Ladner
- Center for Genome Sciences, USAMRIID, Fort Detrick, MD, USA.
| | | | | | | | - Mei Sun
- Pathology Division, USAMRIID, Fort Detrick, MD, USA.
| | - Sina Bavari
- Molecular and Translational Sciences Division, United States Army Medical Research Institute of Infectious Diseases (USAMRIID), Fort Detrick, MD, USA.
| | - Mark J Wolcott
- Diagnostic Systems Division, USAMRIID, Fort Detrick, MD, USA.
| | - David Covell
- Screening Technologies Branch, Developmental Therapeutics Program, National Cancer Institute, Frederick, MD, USA.
| | - Rekha G Panchal
- Molecular and Translational Sciences Division, United States Army Medical Research Institute of Infectious Diseases (USAMRIID), Fort Detrick, MD, USA.
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47
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Kugelman JR, Kugelman-Tonos J, Ladner JT, Pettit J, Keeton CM, Nagle ER, Garcia KY, Froude JW, Kuehne AI, Kuhn JH, Bavari S, Zeitlin L, Dye JM, Olinger GG, Sanchez-Lockhart M, Palacios GF. Emergence of Ebola Virus Escape Variants in Infected Nonhuman Primates Treated with the MB-003 Antibody Cocktail. Cell Rep 2015; 12:2111-20. [PMID: 26365189 DOI: 10.1016/j.celrep.2015.08.038] [Citation(s) in RCA: 58] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2015] [Revised: 07/24/2015] [Accepted: 08/11/2015] [Indexed: 11/19/2022] Open
Abstract
MB-003, a plant-derived monoclonal antibody cocktail used effectively in treatment of Ebola virus infection in non-human primates, was unable to protect two of six animals when initiated 1 or 2 days post-infection. We characterized a mechanism of viral escape in one of the animals, after observation of two clusters of genomic mutations that resulted in five nonsynonymous mutations in the monoclonal antibody target sites. These mutations were linked to a reduction in antibody binding and later confirmed to be present in a viral isolate that was not neutralized in vitro. Retrospective evaluation of a second independent study allowed the identification of a similar case. Four SNPs in previously identified positions were found in this second fatality, suggesting that genetic drift could be a potential cause for treatment failure. These findings highlight the importance selecting different target domains for each component of the cocktail to minimize the potential for viral escape.
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MESH Headings
- Amino Acid Sequence
- Animals
- Antibodies, Monoclonal/administration & dosage
- Antibodies, Monoclonal/biosynthesis
- Antibodies, Neutralizing/administration & dosage
- Antibodies, Neutralizing/biosynthesis
- Antibodies, Viral/administration & dosage
- Antibodies, Viral/biosynthesis
- Base Sequence
- Ebolavirus/genetics
- Ebolavirus/immunology
- Ebolavirus/pathogenicity
- Epitopes/chemistry
- Epitopes/immunology
- Hemorrhagic Fever, Ebola/immunology
- Hemorrhagic Fever, Ebola/mortality
- Hemorrhagic Fever, Ebola/prevention & control
- Hemorrhagic Fever, Ebola/virology
- Humans
- Immune Evasion/genetics
- Immunization, Passive
- Macaca mulatta
- Molecular Sequence Data
- Mutation
- Protein Binding
- Recombinant Proteins/administration & dosage
- Recombinant Proteins/biosynthesis
- Retrospective Studies
- Survival Analysis
- Nicotiana/genetics
- Virus Replication
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Affiliation(s)
- Jeffrey R Kugelman
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases (USAMRIID), Fort Detrick, Frederick, MD 21702, USA
| | - Johanny Kugelman-Tonos
- Molecular and Translational Sciences Division, United States Army Medical Research Institute of Infectious Diseases (USAMRIID), Fort Detrick, Frederick, MD 21702, USA
| | - Jason T Ladner
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases (USAMRIID), Fort Detrick, Frederick, MD 21702, USA
| | - James Pettit
- Integrated Research Facility at Fort Detrick, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Fort Detrick, Frederick, MD 21702, USA
| | - Carolyn M Keeton
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases (USAMRIID), Fort Detrick, Frederick, MD 21702, USA
| | - Elyse R Nagle
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases (USAMRIID), Fort Detrick, Frederick, MD 21702, USA
| | - Karla Y Garcia
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases (USAMRIID), Fort Detrick, Frederick, MD 21702, USA
| | - Jeffrey W Froude
- Virology Division, United States Army Medical Research Institute of Infectious Diseases (USAMRIID), Fort Detrick, Frederick, MD 21702, USA
| | - Ana I Kuehne
- Virology Division, United States Army Medical Research Institute of Infectious Diseases (USAMRIID), Fort Detrick, Frederick, MD 21702, USA
| | - Jens H Kuhn
- Integrated Research Facility at Fort Detrick, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Fort Detrick, Frederick, MD 21702, USA
| | - Sina Bavari
- Molecular and Translational Sciences Division, United States Army Medical Research Institute of Infectious Diseases (USAMRIID), Fort Detrick, Frederick, MD 21702, USA
| | - Larry Zeitlin
- Mapp Biopharmaceutical, Inc., San Diego, CA 92121, USA
| | - John M Dye
- Virology Division, United States Army Medical Research Institute of Infectious Diseases (USAMRIID), Fort Detrick, Frederick, MD 21702, USA
| | - Gene G Olinger
- Integrated Research Facility at Fort Detrick, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Fort Detrick, Frederick, MD 21702, USA
| | - Mariano Sanchez-Lockhart
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases (USAMRIID), Fort Detrick, Frederick, MD 21702, USA
| | - Gustavo F Palacios
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases (USAMRIID), Fort Detrick, Frederick, MD 21702, USA.
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48
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Whitehouse CA, Chase K, Embers ME, Kulesh DA, Ladner JT, Palacios GF, Minogue TD. Development of real-time PCR assays for the detection of Moraxella macacae associated with bloody nose syndrome in rhesus (Macaca mulatta) and cynomolgus (Macaca fascicularis) macaques. J Med Primatol 2015; 44:364-72. [PMID: 26365904 DOI: 10.1111/jmp.12196] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/18/2015] [Indexed: 11/30/2022]
Abstract
BACKGROUND Moraxella macacae is a recently described bacterial pathogen that causes epistaxis or so-called bloody nose syndrome in captive macaques. The aim of this study was to develop specific molecular diagnostic assays for M. macacae and to determine their performance characteristics. METHODS We developed six real-time PCR assays on the Roche LightCycler. The accuracy, precision, selectivity, and limit of detection (LOD) were determined for each assay, in addition to further validation by testing nasal swabs from macaques presenting with epistaxis at the Tulane National Primate Research Center. RESULTS All assays exhibited 100% specificity and were highly sensitive with an LOD of 10 fg for chromosomal assays and 1 fg for the plasmid assay. Testing of nasal swabs from 10 symptomatic macaques confirmed the presence of M. macacae in these animals. CONCLUSIONS We developed several accurate, sensitive, and species-specific real-time PCR assays for the detection of M. macacae in captive macaques.
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Affiliation(s)
- Chris A Whitehouse
- Molecular and Translational Sciences Division, United States Army Medical Research Institute of Infectious Diseases, Fort Detrick, MD, USA
| | - Kitty Chase
- Diagnostic Systems Division, United States Army Medical Research Institute of Infectious Diseases, Fort Detrick, MD, USA
| | - Monica E Embers
- Division of Bacteriology and Parasitology, Tulane National Primate Research Center, Tulane University Health Sciences, Covington, LA, USA
| | - David A Kulesh
- Diagnostic Systems Division, United States Army Medical Research Institute of Infectious Diseases, Fort Detrick, MD, USA
| | - Jason T Ladner
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases, Fort Detrick, MD, USA
| | - Gustavo F Palacios
- Center for Genome Sciences, United States Army Medical Research Institute of Infectious Diseases, Fort Detrick, MD, USA
| | - Timothy D Minogue
- Diagnostic Systems Division, United States Army Medical Research Institute of Infectious Diseases, Fort Detrick, MD, USA
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49
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Park DJ, Dudas G, Wohl S, Goba A, Whitmer SLM, Andersen KG, Sealfon RS, Ladner JT, Kugelman JR, Matranga CB, Winnicki SM, Qu J, Gire SK, Gladden-Young A, Jalloh S, Nosamiefan D, Yozwiak NL, Moses LM, Jiang PP, Lin AE, Schaffner SF, Bird B, Towner J, Mamoh M, Gbakie M, Kanneh L, Kargbo D, Massally JLB, Kamara FK, Konuwa E, Sellu J, Jalloh AA, Mustapha I, Foday M, Yillah M, Erickson BR, Sealy T, Blau D, Paddock C, Brault A, Amman B, Basile J, Bearden S, Belser J, Bergeron E, Campbell S, Chakrabarti A, Dodd K, Flint M, Gibbons A, Goodman C, Klena J, McMullan L, Morgan L, Russell B, Salzer J, Sanchez A, Wang D, Jungreis I, Tomkins-Tinch C, Kislyuk A, Lin MF, Chapman S, MacInnis B, Matthews A, Bochicchio J, Hensley LE, Kuhn JH, Nusbaum C, Schieffelin JS, Birren BW, Forget M, Nichol ST, Palacios GF, Ndiaye D, Happi C, Gevao SM, Vandi MA, Kargbo B, Holmes EC, Bedford T, Gnirke A, Ströher U, Rambaut A, Garry RF, Sabeti PC. Ebola Virus Epidemiology, Transmission, and Evolution during Seven Months in Sierra Leone. Cell 2015; 161:1516-26. [PMID: 26091036 PMCID: PMC4503805 DOI: 10.1016/j.cell.2015.06.007] [Citation(s) in RCA: 211] [Impact Index Per Article: 23.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2015] [Revised: 05/26/2015] [Accepted: 06/01/2015] [Indexed: 11/29/2022]
Abstract
The 2013–2015 Ebola virus disease (EVD) epidemic is caused by the Makona variant of Ebola virus (EBOV). Early in the epidemic, genome sequencing provided insights into virus evolution and transmission and offered important information for outbreak response. Here, we analyze sequences from 232 patients sampled over 7 months in Sierra Leone, along with 86 previously released genomes from earlier in the epidemic. We confirm sustained human-to-human transmission within Sierra Leone and find no evidence for import or export of EBOV across national borders after its initial introduction. Using high-depth replicate sequencing, we observe both host-to-host transmission and recurrent emergence of intrahost genetic variants. We trace the increasing impact of purifying selection in suppressing the accumulation of nonsynonymous mutations over time. Finally, we note changes in the mucin-like domain of EBOV glycoprotein that merit further investigation. These findings clarify the movement of EBOV within the region and describe viral evolution during prolonged human-to-human transmission. In Sierra Leone, transmission has primarily been within-country, not between-country Infectious doses are large enough for intrahost variants to transmit between hosts A prolonged epidemic removes deleterious mutations from the viral population There is preliminary evidence for human RNA editing effects on the Ebola genome
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Affiliation(s)
- Daniel J Park
- Broad Institute of Harvard and MIT, 75 Ames Street, Cambridge, MA 02142, USA.
| | - Gytis Dudas
- Institute of Evolutionary Biology, Ashworth Laboratories, University of Edinburgh, Edinburgh EH9 3FL, UK
| | - Shirlee Wohl
- Broad Institute of Harvard and MIT, 75 Ames Street, Cambridge, MA 02142, USA; Harvard University, 52 Oxford Street, Cambridge, MA 02138, USA
| | | | - Shannon L M Whitmer
- National Center for Emerging and Zoonotic Infectious Diseases and National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, 1600 Clifton Road NE, Mailstop-G14, Atlanta, GA 30333, USA
| | - Kristian G Andersen
- Scripps Translational Science Institute, The Scripps Research Institute, 3344 N Torrey Pines Court, La Jolla, CA 92037, USA
| | - Rachel S Sealfon
- Broad Institute of Harvard and MIT, 75 Ames Street, Cambridge, MA 02142, USA; Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, MA 02139, USA
| | - Jason T Ladner
- US Army Medical Research Institute of Infectious Diseases, 1425 Porter Street, Fort Detrick, Frederick, MD 21702, USA
| | - Jeffrey R Kugelman
- US Army Medical Research Institute of Infectious Diseases, 1425 Porter Street, Fort Detrick, Frederick, MD 21702, USA
| | | | - Sarah M Winnicki
- Broad Institute of Harvard and MIT, 75 Ames Street, Cambridge, MA 02142, USA; Harvard University, 52 Oxford Street, Cambridge, MA 02138, USA
| | - James Qu
- Broad Institute of Harvard and MIT, 75 Ames Street, Cambridge, MA 02142, USA
| | - Stephen K Gire
- Broad Institute of Harvard and MIT, 75 Ames Street, Cambridge, MA 02142, USA; Harvard University, 52 Oxford Street, Cambridge, MA 02138, USA
| | | | | | - Dolo Nosamiefan
- Broad Institute of Harvard and MIT, 75 Ames Street, Cambridge, MA 02142, USA
| | - Nathan L Yozwiak
- Broad Institute of Harvard and MIT, 75 Ames Street, Cambridge, MA 02142, USA; Harvard University, 52 Oxford Street, Cambridge, MA 02138, USA
| | - Lina M Moses
- Tulane University, 1430 Tulane Avenue, SL-38, New Orleans, LA 70112, USA
| | - Pan-Pan Jiang
- Broad Institute of Harvard and MIT, 75 Ames Street, Cambridge, MA 02142, USA; Harvard University, 52 Oxford Street, Cambridge, MA 02138, USA
| | - Aaron E Lin
- Broad Institute of Harvard and MIT, 75 Ames Street, Cambridge, MA 02142, USA; Harvard University, 52 Oxford Street, Cambridge, MA 02138, USA
| | - Stephen F Schaffner
- Broad Institute of Harvard and MIT, 75 Ames Street, Cambridge, MA 02142, USA; Harvard University, 52 Oxford Street, Cambridge, MA 02138, USA
| | - Brian Bird
- National Center for Emerging and Zoonotic Infectious Diseases and National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, 1600 Clifton Road NE, Mailstop-G14, Atlanta, GA 30333, USA
| | - Jonathan Towner
- National Center for Emerging and Zoonotic Infectious Diseases and National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, 1600 Clifton Road NE, Mailstop-G14, Atlanta, GA 30333, USA
| | - Mambu Mamoh
- Kenema Government Hospital, Kenema, Sierra Leone
| | | | | | - David Kargbo
- Kenema Government Hospital, Kenema, Sierra Leone
| | | | | | - Edwin Konuwa
- Kenema Government Hospital, Kenema, Sierra Leone
| | | | | | | | - Momoh Foday
- Kenema Government Hospital, Kenema, Sierra Leone
| | | | - Bobbie R Erickson
- National Center for Emerging and Zoonotic Infectious Diseases and National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, 1600 Clifton Road NE, Mailstop-G14, Atlanta, GA 30333, USA
| | - Tara Sealy
- National Center for Emerging and Zoonotic Infectious Diseases and National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, 1600 Clifton Road NE, Mailstop-G14, Atlanta, GA 30333, USA
| | - Dianna Blau
- National Center for Emerging and Zoonotic Infectious Diseases and National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, 1600 Clifton Road NE, Mailstop-G14, Atlanta, GA 30333, USA
| | - Christopher Paddock
- National Center for Emerging and Zoonotic Infectious Diseases and National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, 1600 Clifton Road NE, Mailstop-G14, Atlanta, GA 30333, USA
| | - Aaron Brault
- National Center for Emerging and Zoonotic Infectious Diseases and National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, 1600 Clifton Road NE, Mailstop-G14, Atlanta, GA 30333, USA
| | - Brian Amman
- National Center for Emerging and Zoonotic Infectious Diseases and National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, 1600 Clifton Road NE, Mailstop-G14, Atlanta, GA 30333, USA
| | - Jane Basile
- National Center for Emerging and Zoonotic Infectious Diseases and National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, 1600 Clifton Road NE, Mailstop-G14, Atlanta, GA 30333, USA
| | - Scott Bearden
- National Center for Emerging and Zoonotic Infectious Diseases and National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, 1600 Clifton Road NE, Mailstop-G14, Atlanta, GA 30333, USA
| | - Jessica Belser
- National Center for Emerging and Zoonotic Infectious Diseases and National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, 1600 Clifton Road NE, Mailstop-G14, Atlanta, GA 30333, USA
| | - Eric Bergeron
- National Center for Emerging and Zoonotic Infectious Diseases and National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, 1600 Clifton Road NE, Mailstop-G14, Atlanta, GA 30333, USA
| | - Shelley Campbell
- National Center for Emerging and Zoonotic Infectious Diseases and National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, 1600 Clifton Road NE, Mailstop-G14, Atlanta, GA 30333, USA
| | - Ayan Chakrabarti
- National Center for Emerging and Zoonotic Infectious Diseases and National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, 1600 Clifton Road NE, Mailstop-G14, Atlanta, GA 30333, USA
| | - Kimberly Dodd
- National Center for Emerging and Zoonotic Infectious Diseases and National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, 1600 Clifton Road NE, Mailstop-G14, Atlanta, GA 30333, USA
| | - Mike Flint
- National Center for Emerging and Zoonotic Infectious Diseases and National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, 1600 Clifton Road NE, Mailstop-G14, Atlanta, GA 30333, USA
| | - Aridth Gibbons
- National Center for Emerging and Zoonotic Infectious Diseases and National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, 1600 Clifton Road NE, Mailstop-G14, Atlanta, GA 30333, USA
| | - Christin Goodman
- National Center for Emerging and Zoonotic Infectious Diseases and National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, 1600 Clifton Road NE, Mailstop-G14, Atlanta, GA 30333, USA
| | - John Klena
- National Center for Emerging and Zoonotic Infectious Diseases and National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, 1600 Clifton Road NE, Mailstop-G14, Atlanta, GA 30333, USA
| | - Laura McMullan
- National Center for Emerging and Zoonotic Infectious Diseases and National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, 1600 Clifton Road NE, Mailstop-G14, Atlanta, GA 30333, USA
| | - Laura Morgan
- National Center for Emerging and Zoonotic Infectious Diseases and National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, 1600 Clifton Road NE, Mailstop-G14, Atlanta, GA 30333, USA
| | - Brandy Russell
- National Center for Emerging and Zoonotic Infectious Diseases and National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, 1600 Clifton Road NE, Mailstop-G14, Atlanta, GA 30333, USA
| | - Johanna Salzer
- National Center for Emerging and Zoonotic Infectious Diseases and National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, 1600 Clifton Road NE, Mailstop-G14, Atlanta, GA 30333, USA
| | - Angela Sanchez
- National Center for Emerging and Zoonotic Infectious Diseases and National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, 1600 Clifton Road NE, Mailstop-G14, Atlanta, GA 30333, USA
| | - David Wang
- National Center for Emerging and Zoonotic Infectious Diseases and National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, 1600 Clifton Road NE, Mailstop-G14, Atlanta, GA 30333, USA
| | - Irwin Jungreis
- Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, MA 02139, USA
| | | | - Andrey Kislyuk
- DNAnexus, 1975 West El Camino Real, Suite 101, Mountain View, CA 94040, USA
| | - Michael F Lin
- DNAnexus, 1975 West El Camino Real, Suite 101, Mountain View, CA 94040, USA
| | - Sinead Chapman
- Broad Institute of Harvard and MIT, 75 Ames Street, Cambridge, MA 02142, USA
| | - Bronwyn MacInnis
- Broad Institute of Harvard and MIT, 75 Ames Street, Cambridge, MA 02142, USA
| | - Ashley Matthews
- Broad Institute of Harvard and MIT, 75 Ames Street, Cambridge, MA 02142, USA; Harvard University, 52 Oxford Street, Cambridge, MA 02138, USA
| | - James Bochicchio
- Broad Institute of Harvard and MIT, 75 Ames Street, Cambridge, MA 02142, USA
| | - Lisa E Hensley
- Integrated Research Facility at Fort Detrick, Division of Clinical Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, B-8200 Research Plaza, Fort Detrick, Frederick, MD 21702, USA
| | - Jens H Kuhn
- Integrated Research Facility at Fort Detrick, Division of Clinical Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, B-8200 Research Plaza, Fort Detrick, Frederick, MD 21702, USA
| | - Chad Nusbaum
- Broad Institute of Harvard and MIT, 75 Ames Street, Cambridge, MA 02142, USA
| | - John S Schieffelin
- Tulane University, 1430 Tulane Avenue, SL-38, New Orleans, LA 70112, USA
| | - Bruce W Birren
- Broad Institute of Harvard and MIT, 75 Ames Street, Cambridge, MA 02142, USA
| | - Marc Forget
- Médecins Sans Frontières, Rue de l'Arbre Bénit 46, 1050 Bruxelles, Belgium
| | - Stuart T Nichol
- National Center for Emerging and Zoonotic Infectious Diseases and National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, 1600 Clifton Road NE, Mailstop-G14, Atlanta, GA 30333, USA
| | - Gustavo F Palacios
- US Army Medical Research Institute of Infectious Diseases, 1425 Porter Street, Fort Detrick, Frederick, MD 21702, USA
| | - Daouda Ndiaye
- Université Cheikh Anta Diop, BP 5005, Dakar, Sénégal
| | - Christian Happi
- Redeemers University Nigeria, KM 46 Lagos-Ibadan Expressway, Redemption City, Ogun State, Nigeria
| | - Sahr M Gevao
- University of Sierra Leone, A.J. Momoh St, Tower Hill, Freetown, Sierra Leone
| | - Mohamed A Vandi
- Sierra Leone Ministry of Health and Sanitation, Youyi Building, Freetown, Sierra Leone
| | - Brima Kargbo
- Sierra Leone Ministry of Health and Sanitation, Youyi Building, Freetown, Sierra Leone
| | - Edward C Holmes
- University of Sydney, Johns Hopkins Drive, Camperdown NSW 2050, Australia
| | - Trevor Bedford
- Fred Hutchinson Cancer Research Center, 110 Fairview Avenue North, Seattle, WA 98109, USA
| | - Andreas Gnirke
- Broad Institute of Harvard and MIT, 75 Ames Street, Cambridge, MA 02142, USA
| | - Ute Ströher
- National Center for Emerging and Zoonotic Infectious Diseases and National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, 1600 Clifton Road NE, Mailstop-G14, Atlanta, GA 30333, USA
| | - Andrew Rambaut
- Institute of Evolutionary Biology, Ashworth Laboratories, University of Edinburgh, Edinburgh EH9 3FL, UK; Centre for Immunology, Infection and Evolution, University of Edinburgh, Ashworth Laboratories, Edinburgh EH9 3FL, UK; Fogarty International Center, National Institutes of Health, 31 Center Drive, MSC 2220 Bethesda, MD 20892, USA.
| | - Robert F Garry
- Tulane University, 1430 Tulane Avenue, SL-38, New Orleans, LA 70112, USA
| | - Pardis C Sabeti
- Broad Institute of Harvard and MIT, 75 Ames Street, Cambridge, MA 02142, USA; Harvard University, 52 Oxford Street, Cambridge, MA 02138, USA.
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50
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Kugelman JR, Wiley MR, Mate S, Ladner JT, Beitzel B, Fakoli L, Taweh F, Prieto K, Diclaro JW, Minogue T, Schoepp RJ, Schaecher KE, Pettitt J, Bateman S, Fair J, Kuhn JH, Hensley L, Park DJ, Sabeti PC, Sanchez-Lockhart M, Bolay FK, Palacios G. Monitoring of Ebola Virus Makona Evolution through Establishment of Advanced Genomic Capability in Liberia. Emerg Infect Dis 2015; 21:1135-43. [PMID: 26079255 PMCID: PMC4816332 DOI: 10.3201/eid2107.150522] [Citation(s) in RCA: 71] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
To support Liberia's response to the ongoing Ebola virus (EBOV) disease epidemic in Western Africa, we established in-country advanced genomic capabilities to monitor EBOV evolution. Twenty-five EBOV genomes were sequenced at the Liberian Institute for Biomedical Research, which provided an in-depth view of EBOV diversity in Liberia during September 2014-February 2015. These sequences were consistent with a single virus introduction to Liberia; however, shared ancestry with isolates from Mali indicated at least 1 additional instance of movement into or out of Liberia. The pace of change is generally consistent with previous estimates of mutation rate. We observed 23 nonsynonymous mutations and 1 nonsense mutation. Six of these changes are within known binding sites for sequence-based EBOV medical countermeasures; however, the diagnostic and therapeutic impact of EBOV evolution within Liberia appears to be low.
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