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Gonzalez A, Nikparvar B, Matson MJ, Seifert SN, Ross HD, Munster V, Bharti N. Human movement and transmission dynamics early in Ebola outbreaks. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.12.18.23300175. [PMID: 38196653 PMCID: PMC10775320 DOI: 10.1101/2023.12.18.23300175] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/11/2024]
Abstract
Human movement drives the transmission and spread of communicable pathogens. It is especially influential for emerging pathogens when population immunity is low and spillover events are rare. We digitized serial printed maps to measure transportation networks (roads and rivers) in Central and West Africa as proxies for population mobility to assess relationships between movement and Ebola transmission. We find that the lengths of roads and rivers in close proximity to spillover sites at or near the time of spillover events are significantly correlated with the number of EVD cases, particularly in the first 100 days of each outbreak. Early management and containment efforts along transportation networks may be beneficial in mitigation during the early days of transmission and spatial spread for Ebola outbreaks.
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Affiliation(s)
- Alexandria Gonzalez
- Biology Department and Center for Infectious Disease Dynamics, Penn State University, University Park, PA, 16802, USA
| | - Behnam Nikparvar
- Biology Department and Center for Infectious Disease Dynamics, Penn State University, University Park, PA, 16802, USA
| | - M. Jeremiah Matson
- University of Utah Health, Department of Internal Medicine, Salt Lake City, UT 84132, USA
| | - Stephanie N. Seifert
- Paul G. Allen School for Global Health, Washington State University, Pullman, WA, 99164 USA
| | - Heather D. Ross
- Donald W. Hamer Center for Maps and Geospatial Information, Penn State University Libraries, Penn State University, University Park, PA, 16802, USA
| | - Vincent Munster
- Division of Intramural Research, Laboratory of Virology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rocky Mountain Laboratories, Hamilton, Montana, 59840 USA
| | - Nita Bharti
- Biology Department and Center for Infectious Disease Dynamics, Penn State University, University Park, PA, 16802, USA
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Judson SD, Munster VJ. The Multiple Origins of Ebola Disease Outbreaks. J Infect Dis 2023; 228:S465-S473. [PMID: 37592878 PMCID: PMC10651193 DOI: 10.1093/infdis/jiad352] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Revised: 08/10/2023] [Accepted: 08/14/2023] [Indexed: 08/19/2023] Open
Abstract
BACKGROUND The origins of Ebola disease outbreaks remain enigmatic. Historically outbreaks have been attributed to spillover events from wildlife. However, recent data suggest that some outbreaks may originate from human-to-human transmission of prior outbreak strains instead of spillover. Clarifying the origins of Ebola disease outbreaks could improve detection and mitigation of future outbreaks. METHODS We reviewed the origins of all Ebola disease outbreaks from 1976 to 2022 to analyze the earliest cases and characteristics of each outbreak. The epidemiology and phylogenetic relationships of outbreak strains were used to further identify the likely source of each outbreak. RESULTS From 1976 to 2022 there were 35 Ebola disease outbreaks with 48 primary/index cases. While the majority of outbreaks were associated with wildlife spillover, resurgence of human-to-human transmission could account for roughly a quarter of outbreaks caused by Ebola virus. Larger outbreaks were more likely to lead to possible resurgence, and nosocomial transmission was associated with the majority of outbreaks. CONCLUSIONS While spillover from wildlife has been a source for many Ebola disease outbreaks, multiple outbreaks may have originated from flare-ups of prior outbreak strains. Improving access to diagnostics as well as identifying groups at risk for resurgence of ebolaviruses will be crucial to preventing future outbreaks.
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Affiliation(s)
- Seth D Judson
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Vincent J Munster
- Laboratory of Virology, Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Hamilton, Montana, USA
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Resurgence of Ebola virus in 2021 in Guinea suggests a new paradigm for outbreaks. Nature 2021; 597:539-543. [PMID: 34526718 DOI: 10.1038/s41586-021-03901-9] [Citation(s) in RCA: 100] [Impact Index Per Article: 33.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Accepted: 08/11/2021] [Indexed: 02/08/2023]
Abstract
Seven years after the declaration of the first epidemic of Ebola virus disease in Guinea, the country faced a new outbreak-between 14 February and 19 June 2021-near the epicentre of the previous epidemic1,2. Here we use next-generation sequencing to generate complete or near-complete genomes of Zaire ebolavirus from samples obtained from 12 different patients. These genomes form a well-supported phylogenetic cluster with genomes from the previous outbreak, which indicates that the new outbreak was not the result of a new spillover event from an animal reservoir. The 2021 lineage shows considerably lower divergence than would be expected during sustained human-to-human transmission, which suggests a persistent infection with reduced replication or a period of latency. The resurgence of Zaire ebolavirus from humans five years after the end of the previous outbreak of Ebola virus disease reinforces the need for long-term medical and social care for patients who survive the disease, to reduce the risk of re-emergence and to prevent further stigmatization.
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Fairhead J, Leach M, Millimouno D. Spillover or endemic? Reconsidering the origins of Ebola virus disease outbreaks by revisiting local accounts in light of new evidence from Guinea. BMJ Glob Health 2021; 6:bmjgh-2021-005783. [PMID: 33893144 PMCID: PMC8074560 DOI: 10.1136/bmjgh-2021-005783] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Revised: 04/02/2021] [Accepted: 04/05/2021] [Indexed: 12/22/2022] Open
Affiliation(s)
- James Fairhead
- Department of Anthropology, University of Sussex, Brighton, UK
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Bessières M, Plebanek E, Chatterjee P, Shrivastava-Ranjan P, Flint M, Spiropoulou CF, Warszycki D, Bojarski AJ, Roy V, Agrofoglio LA. Design, synthesis and biological evaluation of 2-substituted-6-[(4-substituted-1-piperidyl)methyl]-1H-benzimidazoles as inhibitors of ebola virus infection. Eur J Med Chem 2021; 214:113211. [PMID: 33548632 DOI: 10.1016/j.ejmech.2021.113211] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2020] [Revised: 11/20/2020] [Accepted: 01/12/2021] [Indexed: 11/17/2022]
Abstract
Novel 2-substituted-6-[(4-substituted-1-piperidyl)methyl]-1H-benzimidazoles were designed and synthesized as Ebola virus inhibitors. The proposed structures of the new prepared benzimidazole-piperidine hybrids were confirmed based on their spectral data and CHN analyses. The target compounds were screened in vitro for their anti-Ebola activity. Among tested molecules, compounds 26a (EC50=0.93 μM, SI = 10) and 25a (EC50=0.64 μM, SI = 20) were as potent as and more selective than Toremifene reference drug (EC50 = 0.38 μM, SI = 7) against cell line. Data suggests that the mechanism by which 25a and 26a block EBOV infection is through the inhibition of viral entry at the level of NPC1. Furthermore, a docking study revealed that several of the NPC1 amino acids that participate in binding to GP are involved in the binding of the most active compounds 25a and 26a. Finally, in silico ADME prediction indicates that 26a is an idealy drug-like candidate. Our results could enable the development of small molecule drug capable of inhibiting Ebola virus, especially at the viral entry step.
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Affiliation(s)
| | | | - Payel Chatterjee
- Viral Special Pathogens Branch, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | | | - Mike Flint
- Viral Special Pathogens Branch, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Christina F Spiropoulou
- Viral Special Pathogens Branch, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Dawid Warszycki
- May Institute of Pharmacology Polish Academy of Sciences, Kraków, Poland
| | - Andrzej J Bojarski
- May Institute of Pharmacology Polish Academy of Sciences, Kraków, Poland
| | - Vincent Roy
- Univ. Orléans, CNRS, ICOA, UMR 7311, F-45067, Orléans, France.
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Hemingway-Foday JJ, Ngoyi BF, Tunda C, Stolka KB, Grimes KEL, Lubula L, Mossoko M, Kebela BI, Brown LM, MacDonald PDM. Lessons Learned from Reinforcing Epidemiologic Surveillance During the 2017 Ebola Outbreak in the Likati District, Democratic Republic of the Congo. Health Secur 2020; 18:S81-S91. [PMID: 32004132 DOI: 10.1089/hs.2019.0065] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
On May 12, 2017, the Democratic Republic of Congo (DRC) publicly declared an outbreak of Ebola virus disease (EVD) in the Likati District of the Bas-Uélé Province, 46 days after the index case became symptomatic. The delayed EVD case detection and reporting highlights the importance of establishing real-time surveillance, consistent with the Global Health Security Agenda. We describe lessons learned from implementing improved EVD case detection and reporting strategies at the outbreak epicenter and make recommendations for future response efforts. The strategies included daily coordination meetings to enhance effective and efficient outbreak response activities, assessment and adaptation of case definitions and reporting tools, establishment of a community alert system using context-appropriate technology, training facility and community health workers on adapted case definitions and reporting procedures, development of context-specific plans for outbreak data management, and strengthened operational support for communications and information-sharing networks. Post-outbreak, surveillance officials should preemptively plan for the next outbreak by developing emergency response plans, evaluating the case definitions and reporting tools used, retraining on revised case definitions, and developing responsive strategies for overcoming telecommunications and technology challenges. The ongoing EVD outbreak in the North Kivu and Ituri provinces of DRC, currently the second largest EVD outbreak in history, demonstrates that documentation of successful context-specific strategies and tools are needed to combat the next outbreak. The lessons learned from the rapid containment of the EVD outbreak in Likati can be applied to the DRC and other rural low-resource settings to ensure readiness for future zoonotic disease outbreaks.
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Affiliation(s)
- Jennifer J Hemingway-Foday
- Jennifer J. Hemingway-Foday, MPH, MSW, is a Research Epidemiologist, and Kristen B. Stolka, MPH, and Kathryn E. L. Grimes, MPH, are Research Public Health Analysts; all at RTI International, Research Triangle Park, NC. Bonaventure Fuamba Ngoyi, MD, is a Field Epidemiologist, and Christian Tunda, ME, is an Information Communication Technology Specialist, working as a consultant; both at RTI International, Kinshasa, Democratic Republic of Congo. Léopold Lubula, MD, MPH, is Surveillance Manager; Mathias Mossoko, MSc, is Data Manager; and Benoit Ilunga Kebela, MD, is Director; all at the Ministry of Public Health, Kinshasa, Democratic Republic of Congo. Linda M. Brown, PhD, is Senior Research Epidemiologist, RTI International, Rockville, MD. Pia D. M. MacDonald, PhD, is Senior Director/Senior Epidemiologist, RTI International, Berkeley, CA
| | - Bonaventure Fuamba Ngoyi
- Jennifer J. Hemingway-Foday, MPH, MSW, is a Research Epidemiologist, and Kristen B. Stolka, MPH, and Kathryn E. L. Grimes, MPH, are Research Public Health Analysts; all at RTI International, Research Triangle Park, NC. Bonaventure Fuamba Ngoyi, MD, is a Field Epidemiologist, and Christian Tunda, ME, is an Information Communication Technology Specialist, working as a consultant; both at RTI International, Kinshasa, Democratic Republic of Congo. Léopold Lubula, MD, MPH, is Surveillance Manager; Mathias Mossoko, MSc, is Data Manager; and Benoit Ilunga Kebela, MD, is Director; all at the Ministry of Public Health, Kinshasa, Democratic Republic of Congo. Linda M. Brown, PhD, is Senior Research Epidemiologist, RTI International, Rockville, MD. Pia D. M. MacDonald, PhD, is Senior Director/Senior Epidemiologist, RTI International, Berkeley, CA
| | - Christian Tunda
- Jennifer J. Hemingway-Foday, MPH, MSW, is a Research Epidemiologist, and Kristen B. Stolka, MPH, and Kathryn E. L. Grimes, MPH, are Research Public Health Analysts; all at RTI International, Research Triangle Park, NC. Bonaventure Fuamba Ngoyi, MD, is a Field Epidemiologist, and Christian Tunda, ME, is an Information Communication Technology Specialist, working as a consultant; both at RTI International, Kinshasa, Democratic Republic of Congo. Léopold Lubula, MD, MPH, is Surveillance Manager; Mathias Mossoko, MSc, is Data Manager; and Benoit Ilunga Kebela, MD, is Director; all at the Ministry of Public Health, Kinshasa, Democratic Republic of Congo. Linda M. Brown, PhD, is Senior Research Epidemiologist, RTI International, Rockville, MD. Pia D. M. MacDonald, PhD, is Senior Director/Senior Epidemiologist, RTI International, Berkeley, CA
| | - Kristen B Stolka
- Jennifer J. Hemingway-Foday, MPH, MSW, is a Research Epidemiologist, and Kristen B. Stolka, MPH, and Kathryn E. L. Grimes, MPH, are Research Public Health Analysts; all at RTI International, Research Triangle Park, NC. Bonaventure Fuamba Ngoyi, MD, is a Field Epidemiologist, and Christian Tunda, ME, is an Information Communication Technology Specialist, working as a consultant; both at RTI International, Kinshasa, Democratic Republic of Congo. Léopold Lubula, MD, MPH, is Surveillance Manager; Mathias Mossoko, MSc, is Data Manager; and Benoit Ilunga Kebela, MD, is Director; all at the Ministry of Public Health, Kinshasa, Democratic Republic of Congo. Linda M. Brown, PhD, is Senior Research Epidemiologist, RTI International, Rockville, MD. Pia D. M. MacDonald, PhD, is Senior Director/Senior Epidemiologist, RTI International, Berkeley, CA
| | - Kathryn E L Grimes
- Jennifer J. Hemingway-Foday, MPH, MSW, is a Research Epidemiologist, and Kristen B. Stolka, MPH, and Kathryn E. L. Grimes, MPH, are Research Public Health Analysts; all at RTI International, Research Triangle Park, NC. Bonaventure Fuamba Ngoyi, MD, is a Field Epidemiologist, and Christian Tunda, ME, is an Information Communication Technology Specialist, working as a consultant; both at RTI International, Kinshasa, Democratic Republic of Congo. Léopold Lubula, MD, MPH, is Surveillance Manager; Mathias Mossoko, MSc, is Data Manager; and Benoit Ilunga Kebela, MD, is Director; all at the Ministry of Public Health, Kinshasa, Democratic Republic of Congo. Linda M. Brown, PhD, is Senior Research Epidemiologist, RTI International, Rockville, MD. Pia D. M. MacDonald, PhD, is Senior Director/Senior Epidemiologist, RTI International, Berkeley, CA
| | - Léopold Lubula
- Jennifer J. Hemingway-Foday, MPH, MSW, is a Research Epidemiologist, and Kristen B. Stolka, MPH, and Kathryn E. L. Grimes, MPH, are Research Public Health Analysts; all at RTI International, Research Triangle Park, NC. Bonaventure Fuamba Ngoyi, MD, is a Field Epidemiologist, and Christian Tunda, ME, is an Information Communication Technology Specialist, working as a consultant; both at RTI International, Kinshasa, Democratic Republic of Congo. Léopold Lubula, MD, MPH, is Surveillance Manager; Mathias Mossoko, MSc, is Data Manager; and Benoit Ilunga Kebela, MD, is Director; all at the Ministry of Public Health, Kinshasa, Democratic Republic of Congo. Linda M. Brown, PhD, is Senior Research Epidemiologist, RTI International, Rockville, MD. Pia D. M. MacDonald, PhD, is Senior Director/Senior Epidemiologist, RTI International, Berkeley, CA
| | - Mathias Mossoko
- Jennifer J. Hemingway-Foday, MPH, MSW, is a Research Epidemiologist, and Kristen B. Stolka, MPH, and Kathryn E. L. Grimes, MPH, are Research Public Health Analysts; all at RTI International, Research Triangle Park, NC. Bonaventure Fuamba Ngoyi, MD, is a Field Epidemiologist, and Christian Tunda, ME, is an Information Communication Technology Specialist, working as a consultant; both at RTI International, Kinshasa, Democratic Republic of Congo. Léopold Lubula, MD, MPH, is Surveillance Manager; Mathias Mossoko, MSc, is Data Manager; and Benoit Ilunga Kebela, MD, is Director; all at the Ministry of Public Health, Kinshasa, Democratic Republic of Congo. Linda M. Brown, PhD, is Senior Research Epidemiologist, RTI International, Rockville, MD. Pia D. M. MacDonald, PhD, is Senior Director/Senior Epidemiologist, RTI International, Berkeley, CA
| | - Benoit Ilunga Kebela
- Jennifer J. Hemingway-Foday, MPH, MSW, is a Research Epidemiologist, and Kristen B. Stolka, MPH, and Kathryn E. L. Grimes, MPH, are Research Public Health Analysts; all at RTI International, Research Triangle Park, NC. Bonaventure Fuamba Ngoyi, MD, is a Field Epidemiologist, and Christian Tunda, ME, is an Information Communication Technology Specialist, working as a consultant; both at RTI International, Kinshasa, Democratic Republic of Congo. Léopold Lubula, MD, MPH, is Surveillance Manager; Mathias Mossoko, MSc, is Data Manager; and Benoit Ilunga Kebela, MD, is Director; all at the Ministry of Public Health, Kinshasa, Democratic Republic of Congo. Linda M. Brown, PhD, is Senior Research Epidemiologist, RTI International, Rockville, MD. Pia D. M. MacDonald, PhD, is Senior Director/Senior Epidemiologist, RTI International, Berkeley, CA
| | - Linda M Brown
- Jennifer J. Hemingway-Foday, MPH, MSW, is a Research Epidemiologist, and Kristen B. Stolka, MPH, and Kathryn E. L. Grimes, MPH, are Research Public Health Analysts; all at RTI International, Research Triangle Park, NC. Bonaventure Fuamba Ngoyi, MD, is a Field Epidemiologist, and Christian Tunda, ME, is an Information Communication Technology Specialist, working as a consultant; both at RTI International, Kinshasa, Democratic Republic of Congo. Léopold Lubula, MD, MPH, is Surveillance Manager; Mathias Mossoko, MSc, is Data Manager; and Benoit Ilunga Kebela, MD, is Director; all at the Ministry of Public Health, Kinshasa, Democratic Republic of Congo. Linda M. Brown, PhD, is Senior Research Epidemiologist, RTI International, Rockville, MD. Pia D. M. MacDonald, PhD, is Senior Director/Senior Epidemiologist, RTI International, Berkeley, CA
| | - Pia D M MacDonald
- Jennifer J. Hemingway-Foday, MPH, MSW, is a Research Epidemiologist, and Kristen B. Stolka, MPH, and Kathryn E. L. Grimes, MPH, are Research Public Health Analysts; all at RTI International, Research Triangle Park, NC. Bonaventure Fuamba Ngoyi, MD, is a Field Epidemiologist, and Christian Tunda, ME, is an Information Communication Technology Specialist, working as a consultant; both at RTI International, Kinshasa, Democratic Republic of Congo. Léopold Lubula, MD, MPH, is Surveillance Manager; Mathias Mossoko, MSc, is Data Manager; and Benoit Ilunga Kebela, MD, is Director; all at the Ministry of Public Health, Kinshasa, Democratic Republic of Congo. Linda M. Brown, PhD, is Senior Research Epidemiologist, RTI International, Rockville, MD. Pia D. M. MacDonald, PhD, is Senior Director/Senior Epidemiologist, RTI International, Berkeley, CA
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The Epidemiological Presentation Pattern of Ebola Virus Disease Outbreaks: Changes from 1976 to 2019. Prehosp Disaster Med 2020; 35:247-253. [PMID: 32183912 DOI: 10.1017/s1049023x20000333] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
INTRODUCTION Ebola Virus Disease (EVD) is the international health emergency paradigm due to its epidemiological presentation pattern, impact on public health, resources necessary for its control, and need for a national and international response. STUDY OBJECTIVE The objective of this work is to study the evolution and progression of the epidemiological presentation profile of Ebola disease outbreaks since its discovery in 1976 to the present, and to explore the possible reasons for this evolution from different perspectives. METHODS Retrospective observational study of 38 outbreaks of Ebola disease occurred from 1976 through 2019, excluding laboratory accidents. United Nations agencies and programs; Ministries of Health; the US Centers for Disease Control and Prevention (CDC); ReliefWeb; emergency nongovernmental organizations; and publications indexed in PubMed, EmBase, and Clinical Key have been used as sources of data. Information on the year of the outbreak, date of beginning and end, duration of the outbreak in days, number of cases, number of deaths, population at risk, geographic extension affected in Km2, and time of notification of the first cases to the World Health Organization (WHO) have been searched and analyzed. RESULTS Populations at risk have increased (P = .024) and the geographical extent of Ebola outbreaks has grown (P = .004). Reporting time of the first cases of Ebola to WHO has been reduced (P = .017) and case fatality (P = .028) has gone from 88% to 62% in the period studied. There have been differences (P = .04) between the outbreaks produced by the Sudan and Zaire strains of the virus, both in terms of duration and case fatality ratio (Sudan strain 74.5 days on average and 62.7% of case fatality ratio versus Zaire strain with 150 days on average and 55.4% case fatality ratio). CONCLUSION There has been a change in the epidemiological profile of the Ebola outbreaks from 1976 through 2019 with an increase in the geographical extent of the outbreaks and the population at risk, as well as a significant decrease in the outbreaks case fatality rate. There have been advances in the detection and management capacity of outbreaks, and the notification time to the WHO has been reduced. However, there are social, economic, cultural, and political obstacles that continue to greatly hinder a more efficient epidemiological approach to Ebola disease, mainly in Central Africa.
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Matson MJ, Chertow DS, Munster VJ. Delayed recognition of Ebola virus disease is associated with longer and larger outbreaks. Emerg Microbes Infect 2020; 9:291-301. [PMID: 32013784 PMCID: PMC7034085 DOI: 10.1080/22221751.2020.1722036] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
The average time required to detect an Ebola virus disease (EVD) outbreak following spillover of Ebola virus (EBOV) to a primary human case has remained essentially unchanged for over 40 years, with some of the longest delays in detection occurring in recent decades. In this review, our aim was to examine the relationship between delays in detection of EVD and the duration and size of outbreaks, and we report that longer delays are associated with longer and larger EVD outbreaks. Historically, EVD outbreaks have typically been comprised of less than 100 cases (median = 60) and have lasted less than 4 months (median = 118 days). The ongoing outbreak in Democratic Republic of the Congo, together with the 2013–2016 west Africa outbreak, are stark outliers amidst these trends and had two of the longest delays in detection on record. While significant progress has been made in the development of EVD countermeasures, implementation during EVD outbreaks is problematic. Thus, EVD surveillance must be improved by the broad deployment of modern diagnostic tools, as prompt recognition of EVD has the potential to stem early transmission and ultimately limit the duration and size of outbreaks.
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Affiliation(s)
- M Jeremiah Matson
- Laboratory of Virology, Rocky Mountain Laboratories, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Hamilton, MT, USA.,Marshall University Joan C. Edwards School of Medicine, Huntington, WV, USA
| | - Daniel S Chertow
- Critical Care Medicine Department, Clinical Center, National Institutes of Health, Bethesda, MD, USA.,Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Vincent J Munster
- Laboratory of Virology, Rocky Mountain Laboratories, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Hamilton, MT, USA
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Wolkowicz T. The utility and perspectives of NGS-based methods in BSL-3 and BSL-4 laboratory - sequencing and analysis strategies. Brief Funct Genomics 2019; 17:471-476. [PMID: 29136087 PMCID: PMC7109780 DOI: 10.1093/bfgp/elx033] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
Abstract
Modern diagnostics is in general based on molecular biology methods. Nowadays sequencing-based methods, especially whole genome sequencing, are becoming increasingly important. Implementation of such methods into routine diagnostic of highly dangerous pathogens, like Bacillus anthracis, Francisella tularensis, Yersinia pestis, Ebola virus, MERS, Lassa virus etc. would be very helpful. The best diagnostic strategy would be the metagenomic sequencing directly from the clinical sample. Implementation of majority of currently available WGS platforms inside the BSL-3 or 4 laboratory is impractical because of the size of the equipment and time consuming wet lab part (e.g. library preparation). Nowadays there is a possibility to implement pocket size MinION - real time whole genome sequencer into BSL-3 and 4 laboratory for rapid and precise diagnostic purposes.
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Hasan M, Azim KF, Begum A, Khan NA, Shammi TS, Imran AS, Chowdhury IM, Urme SRA. Vaccinomics strategy for developing a unique multi-epitope monovalent vaccine against Marburg marburgvirus. INFECTION GENETICS AND EVOLUTION 2019; 70:140-157. [DOI: 10.1016/j.meegid.2019.03.003] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/02/2019] [Revised: 02/09/2019] [Accepted: 03/04/2019] [Indexed: 12/23/2022]
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Stolka KB, Ngoyi BF, Grimes KEL, Hemingway-Foday JJ, Lubula L, Nzanzu Magazani A, Bikuku J, Mossoko M, Manya Kitoto L, Mpangi Bashilebo S, Lufwa Maya D, Kebela Ilunga B, Rhea S, MacDonald PDM. Assessing the Surveillance System for Priority Zoonotic Diseases in the Democratic Republic of the Congo, 2017. Health Secur 2019; 16:S44-S53. [PMID: 30480506 DOI: 10.1089/hs.2018.0060] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
High-functioning communicable disease surveillance systems are critical for public health preparedness. Countries that cannot quickly detect and contain diseases are a risk to the global community. The ability of all countries to comply with the International Health Regulations is paramount for global health security. Zoonotic diseases can be particularly dangerous for humans. We conducted a surveillance system assessment of institutional and individual capacity in Kinshasa and Haut Katanga provinces in the Democratic Republic of the Congo for nationally identified priority zoonotic diseases (eg, viral hemorrhagic fever [VHF], yellow fever, rabies, monkeypox, and influenza monitored through acute respiratory infections). Data were collected from 79 health workers responsible for disease surveillance at 2 provincial health offices, 9 health zone offices, 9 general reference hospitals, and 18 health centers and communities. A set of questionnaires was used to assess health worker training in disease surveillance methods; knowledge of case definitions; availability of materials and tools to support timely case detection, reporting, and data interpretation; timeliness and completeness of reporting; and supervision from health authorities. We found that health workers either had not been recently or ever trained in surveillance methods and that their knowledge of case definitions was low. Timeliness and completeness of weekly notification of epidemic-prone diseases was generally well performed, but the lack of available standardized reporting forms and archive of completed forms affected the quality of data collected. Lessons learned from our assessment can be used for targeted strengthening efforts to improve global health security.
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Affiliation(s)
- Kristen B Stolka
- Kristen B. Stolka, MPH, is a Research Public Health Analyst, Biostatistics and Epidemiology, RTI International, Durham, North Carolina
| | - Bonaventure Fuamba Ngoyi
- Bonaventure Fuamba Ngoyi, MD, MPH-FELTP, is a Surveillance Officer, Biostatistics and Epidemiology, RTI International, Durham, North Carolina
| | - Kathyrn E L Grimes
- Kathyrn E. L. Grimes, MPH, is a Research Public Health Analyst, Biostatistics and Epidemiology, RTI International, Durham, North Carolina
| | - Jennifer J Hemingway-Foday
- Jennifer J. Hemingway-Foday, MPH, is a Research Epidemiologist, Biostatistics and Epidemiology, RTI International, Durham, North Carolina
| | - Leopold Lubula
- Leopold Lubula, MD, MPH-FELTP, is a Surveillance Manager, the Directorate of Disease Control, Ministry of Public Health, Kinshasa, Democratic Republic of the Congo
| | - Alain Nzanzu Magazani
- Alain Nzanzu Magazani, MD, MPH-FELTP, is a Technical Expert, the Directorate of Disease Control, Ministry of Public Health, Kinshasa, Democratic Republic of the Congo
| | - Joseph Bikuku
- Joseph Bikuku, MD, MPH, is a Technical Expert, the Directorate of Disease Control, Ministry of Public Health, Kinshasa, Democratic Republic of the Congo
| | - Mathias Mossoko
- Mathias Mossoko, MSc, is an Epidemiologist and Data Manager, the Directorate of Disease Control, Ministry of Public Health, Kinshasa, Democratic Republic of the Congo
| | - Leonie Manya Kitoto
- Leonie Manya Kitoto, MD, MPH, is a Technical Expert, the Directorate of Disease Control, Ministry of Public Health, Kinshasa, Democratic Republic of the Congo
| | - Sylvie Mpangi Bashilebo
- Sylvie Mpangi Bashilebo, MSc, is an Epidemiologist and Surveillance Supervisor, the Directorate of Disease Control, Ministry of Public Health, Kinshasa, Democratic Republic of the Congo
| | - Dieudonné Lufwa Maya
- Dieudonné Lufwa Maya, MD, MPH, is a Database Analyst, the Directorate of Disease Control, Ministry of Public Health, Kinshasa, Democratic Republic of the Congo
| | - Benoit Kebela Ilunga
- Benoit Kebela Ilunga, MD, MPH, is Director, the Directorate of Disease Control, Ministry of Public Health, Kinshasa, Democratic Republic of the Congo
| | - Sarah Rhea
- Sarah Rhea, DVM, PhD, is a Research Epidemiologist, Biostatistics and Epidemiology, RTI International, Durham, North Carolina
| | - Pia D M MacDonald
- Pia D. M. MacDonald, PhD, CPH, is a Senior Epidemiologist, Biostatistics and Epidemiology, RTI International, Durham, North Carolina
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Sulaiman KO, Kolapo TU, Onawole AT, Islam MA, Adegoke RO, Badmus SO. Molecular dynamics and combined docking studies for the identification of Zaire ebola virus inhibitors. J Biomol Struct Dyn 2018; 37:3029-3040. [PMID: 30058446 DOI: 10.1080/07391102.2018.1506362] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Ebola virus (EBOV) is a lethal human pathogen with a risk of global spread of its zoonotic infections, and Ebolavirus Zaire specifically has the highest fatality rate amongst other species. There is a need for continuous effort towards having therapies, as a single licensed treatment to neutralize the EBOV is yet to come into reality. This present study virtually screened the MCULE database containing almost 36 million compounds against the structure of a Zaire Ebola viral protein (VP) 35 and a consensus scoring of both MCULE and CLCDDW docking programs remarked five compounds as potential hits. These compounds, with binding energies ranging from -7.9 to -8.9 kcal/mol, were assessed for predictions of their physicochemical and bioactivity properties, as well as absorption, distribution, metabolism, excretion, and toxicity (ADMET) criteria. The results of the 50 ns molecular dynamics simulations showed the presence of dynamic stability between ligand and protein complexes, and the structures remained significantly unchanged at the ligand-binding site throughout the simulation period. Both docking analysis and molecular dynamics simulation studies suggested strong binding affinity towards the receptor cavity and these selected compounds as potential inhibitors against the Zaire Ebola VP 35. With respect to inhibition constant values, bioavailability radar and other physicochemical properties, compound A (MCULE-1018045960-0-1) appeared to be the most promising hit compound. However, the ligand efficiency and ligand efficiency scale need improvement during optimization, and also validation via in vitro and in vivo studies are necessary to finally make a lead compound in treating Ebola virus diseases. Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Kazeem O Sulaiman
- a Department of Chemistry , University of Saskatchewan , Saskatoon , Saskatchewan , Canada
| | - Temitope U Kolapo
- b Department of Veterinary Parasitology and Entomology , University of Ilorin , Ilorin , Nigeria.,c Department of Veterinary Microbiology , University of Saskatchewan , Saskatchewan , Canada
| | | | - Md Ataul Islam
- e Department of Chemical Pathology Faculty of Health Sciences , University of Pretoria and National Health Laboratory Service Tshwane Academic Division , Pretoria , South Africa.,f School of Health Sciences , University of Kwazulu-Natal Westville Campus , Durban , South Africa
| | - Rukayat O Adegoke
- g Department of Pure and Applied Biology , Ladoke Akintola University of Technology , Ogbomoso , Nigeria
| | - Suaibu O Badmus
- g Department of Pure and Applied Biology , Ladoke Akintola University of Technology , Ogbomoso , Nigeria
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13
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Singh RK, Dhama K, Malik YS, Ramakrishnan MA, Karthik K, Khandia R, Tiwari R, Munjal A, Saminathan M, Sachan S, Desingu PA, Kattoor JJ, Iqbal HMN, Joshi SK. Ebola virus - epidemiology, diagnosis, and control: threat to humans, lessons learnt, and preparedness plans - an update on its 40 year's journey. Vet Q 2017; 37:98-135. [PMID: 28317453 DOI: 10.1080/01652176.2017.1309474] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
Ebola virus (EBOV) is an extremely contagious pathogen and causes lethal hemorrhagic fever disease in man and animals. The recently occurred Ebola virus disease (EVD) outbreaks in the West African countries have categorized it as an international health concern. For the virus maintenance and transmission, the non-human primates and reservoir hosts like fruit bats have played a vital role. For curbing the disease timely, we need effective therapeutics/prophylactics, however, in the absence of any approved vaccine, timely diagnosis and monitoring of EBOV remains of utmost importance. The technologically advanced vaccines like a viral-vectored vaccine, DNA vaccine and virus-like particles are underway for testing against EBOV. In the absence of any effective control measure, the adaptation of high standards of biosecurity measures, strict sanitary and hygienic practices, strengthening of surveillance and monitoring systems, imposing appropriate quarantine checks and vigilance on trade, transport, and movement of visitors from EVD endemic countries remains the answer of choice for tackling the EBOV spread. Herein, we converse with the current scenario of EBOV giving due emphasis on animal and veterinary perspectives along with advances in diagnosis and control strategies to be adopted, lessons learned from the recent outbreaks and the global preparedness plans. To retrieve the evolutionary information, we have analyzed a total of 56 genome sequences of various EBOV species submitted between 1976 and 2016 in public databases.
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Affiliation(s)
- Raj Kumar Singh
- a ICAR-Indian Veterinary Research Institute , Bareilly , India
| | - Kuldeep Dhama
- b Division of Pathology, ICAR-Indian Veterinary Research Institute , Bareilly , India
| | - Yashpal Singh Malik
- c Division of Biological Standardization, ICAR-Indian Veterinary Research Institute , Bareilly , India
| | | | - Kumaragurubaran Karthik
- e Divison of Bacteriology and Mycology, ICAR-Indian Veterinary Research Institute , Bareilly , India
| | - Rekha Khandia
- f Department of Biochemistry and Genetics , Barkatullah University , Bhopal , India
| | - Ruchi Tiwari
- g Department of Veterinary Microbiology and Immunology , College of Veterinary Sciences, Deen Dayal Upadhayay Pashu Chikitsa Vigyan Vishwavidyalay Evum Go-Anusandhan Sansthan (DUVASU) , Mathura , India
| | - Ashok Munjal
- f Department of Biochemistry and Genetics , Barkatullah University , Bhopal , India
| | - Mani Saminathan
- b Division of Pathology, ICAR-Indian Veterinary Research Institute , Bareilly , India
| | - Swati Sachan
- h Immunology Section, ICAR-Indian Veterinary Research Institute , Bareilly , India
| | | | - Jobin Jose Kattoor
- c Division of Biological Standardization, ICAR-Indian Veterinary Research Institute , Bareilly , India
| | - Hafiz M N Iqbal
- i School of Engineering and Science, Tecnologico de Monterrey , Monterrey , Mexico
| | - Sunil Kumar Joshi
- j Cellular Immunology Lab , Frank Reidy Research Center for Bioelectrics , School of Medical Diagnostics & Translational Sciences, Old Dominion University , Norfolk , VA , USA
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14
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Structure based virtual screening of the Ebola virus trimeric glycoprotein using consensus scoring. Comput Biol Chem 2017; 72:170-180. [PMID: 29361403 DOI: 10.1016/j.compbiolchem.2017.11.006] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2017] [Revised: 11/11/2017] [Accepted: 11/19/2017] [Indexed: 01/12/2023]
Abstract
Ebola virus (EBOV) causes zoonotic viral infection with a potential risk of global spread and a highly fatal effect on humans. Till date, no drug has gotten market approval for the treatment of Ebola virus disease (EVD), and this perhaps allows the use of both experimental and computational approaches in the antiviral drug discovery process. The main target of potential vaccines that are recently undergoing clinical trials is trimeric glycoprotein (GP) of the EBOV and its exact crystal structure was used in this structure based virtual screening study, with the aid of consensus scoring to select three possible hit compounds from about 36 million compounds in MCULE's database. Amongst these three compounds, (5R)-5-[[5-(4-chlorophenyl)-1,2,4-oxadiazol-3-yl]methyl]-N-[(4-methoxyphenyl)methyl]-4,5-dihydroisoxazole-3-carboxamide (SC-2, C21H19ClN4O4) showed good features with respect to drug likeness, ligand efficiency metrics, solubility, absorption and distribution properties and non-carcinogenicity to emerge as the most promising compound that can be optimized to lead compound against the GP EBOV. The binding mode showed that SC-2 is well embedded within the trimeric chains of the GP EBOV with molecular interactions with some amino acids. The SC-2 hit compound, upon its optimization to lead, might be a good potential candidate with efficacy against the EBOV pathogen and subsequently receive necessary approval to be used as antiviral drug for the treatment of EVD.
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15
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The perspective of gender on the Ebola virus using a risk management and population health framework: a scoping review. Infect Dis Poverty 2017; 6:135. [PMID: 29017587 PMCID: PMC5635524 DOI: 10.1186/s40249-017-0346-7] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2016] [Accepted: 08/07/2017] [Indexed: 11/13/2022] Open
Abstract
Background In the three decades since the first reported case of Ebola virus, most known index cases have been consistently traced to the hunting of “bush meat”, and women have consistently recorded relatively high fatality rates in most catastrophic outbreaks. This paper discusses Ebola-related risk factors, which constantly interact with cultural values, and provides an insight into the link between gender and the risk of contracting infectious diseases, using Ebola virus as an example within Africa. Method A comprehensive search of the literature was conducted using the PubMed, Ovid Medline and Global Health CABI databases as well as CAB Abstracts, including gray literature. We used a descriptive and sex- and gender-based analysis to revisit previous studies on Ebola outbreaks since 1976 to 2014, and disaggregated the cases and fatality rates according to gender and the sources of known index cases based on available data. Results In total, approximately 1530 people died in all previous Ebola outbreaks from 1976 to 2012 compared with over 11,310 deaths from the 2014 outbreak. Women’s increased exposure can be attributed to time spent at home and their responsibility for caring for the sick, while men’s increased vulnerability to the virus can be attributed to their responsibility for caring for livestock and to time spent away from home, as most known sources of the index cases have been infected in the process of hunting. We present a conceptual model of a circle of interacting risk factors for Ebola in the African context. Conclusion There is currently no evidence related to biological differences in female or male sex that increases Ebola virus transmission and vulnerability; rather, there are differences in the level of exposure between men and women. Gender is therefore an important risk factor to consider in the design of health programs. Building the capacity for effective risk communication is a worthwhile investment in public and global health for future emergency responses. Electronic supplementary material The online version of this article (doi:10.1186/s40249-017-0346-7) contains supplementary material, which is available to authorized users.
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Genton C, Cristescu R, Gatti S, Levréro F, Bigot E, Motsch P, Le Gouar P, Pierre JS, Ménard N. Using demographic characteristics of populations to detect spatial fragmentation following suspected ebola outbreaks in great apes. AMERICAN JOURNAL OF PHYSICAL ANTHROPOLOGY 2017; 164:3-10. [DOI: 10.1002/ajpa.23275] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/15/2016] [Revised: 06/04/2017] [Accepted: 06/15/2017] [Indexed: 11/06/2022]
Affiliation(s)
- Céline Genton
- UMR 6553, ECOBIO-Ecosystems, Biodiversity, Evolution, CNRS/University of Rennes 1, Biological Station of Paimpont; Paimpont France
| | - Romane Cristescu
- GeneCology Research Centre; Faculty of Science, Health, Education and Engineering, University of the Sunshine Coast; Sippy Downs QLD Australia
| | - Sylvain Gatti
- UMR 6553, ECOBIO-Ecosystems, Biodiversity, Evolution, CNRS/University of Rennes 1, Biological Station of Paimpont; Paimpont France
| | - Florence Levréro
- Université de Saint-Etienne/Lyon, Equipe de Neuro-Ethologie Sensorielle, Neuro-PSI, CNRS UMR 9197; Saint-Etienne France
| | - Elodie Bigot
- UMR 6553, ECOBIO-Ecosystems, Biodiversity, Evolution, CNRS/University of Rennes 1, Biological Station of Paimpont; Paimpont France
| | - Peggy Motsch
- UMR 6553, ECOBIO-Ecosystems, Biodiversity, Evolution, CNRS/University of Rennes 1, Biological Station of Paimpont; Paimpont France
| | - Pascaline Le Gouar
- UMR 6553, ECOBIO-Ecosystems, Biodiversity, Evolution, CNRS/University of Rennes 1, Biological Station of Paimpont; Paimpont France
| | - Jean-Sébastien Pierre
- UMR 6553, ECOBIO-Ecosystems, Biodiversity, Evolution, CNRS/University of Rennes 1; Rennes France
| | - Nelly Ménard
- UMR 6553, ECOBIO-Ecosystems, Biodiversity, Evolution, CNRS/University of Rennes 1, Biological Station of Paimpont; Paimpont France
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17
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González-González E, Alvarez MM, Márquez-Ipiña AR, Santiago GTD, Rodríguez-Martínez LM, Annabi N, Khademhosseini A. Anti-Ebola therapies based on monoclonal antibodies: current state and challenges ahead. Crit Rev Biotechnol 2017; 37:53-68. [PMID: 26611830 PMCID: PMC5568563 DOI: 10.3109/07388551.2015.1114465] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
The 2014 Ebola outbreak, the largest recorded, took us largely unprepared, with no available vaccine or specific treatment. In this context, the World Health Organization declared that the humanitarian use of experimental therapies against Ebola Virus (EBOV) is ethical. In particular, an experimental treatment consisting of a cocktail of three monoclonal antibodies (mAbs) produced in tobacco plants and specifically directed to the EBOV glycoprotein (GP) was tested in humans, apparently with good results. Several mAbs with high affinity to the GP have been described. This review discusses our current knowledge on this topic. Particular emphasis is devoted to those mAbs that have been assayed in animal models or humans as possible therapies against Ebola. Engineering aspects and challenges for the production of anti-Ebola mAbs are also briefly discussed; current platforms for the design and production of full-length mAbs are cumbersome and costly.
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Affiliation(s)
- E González-González
- Centro de Biotecnología-FEMSA, Tecnológico de Monterrey at Monterrey, Ave. Eugenio Garza Sada 2501 Sur Col. Tecnológico, CP 64849, Monterrey, Nuevo León, México
| | - MM Alvarez
- Centro de Biotecnología-FEMSA, Tecnológico de Monterrey at Monterrey, Ave. Eugenio Garza Sada 2501 Sur Col. Tecnológico, CP 64849, Monterrey, Nuevo León, México
- Biomaterials Innovation Research Center, Division of Biomedical Engineering, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston 02139, MA, USA
- Harvard-Massachusetts Institute of Technology Division of Health Sciences and Technology, Massachusetts Institute of Technology, Cambridge 02139, MA, USA
| | - AR Márquez-Ipiña
- Centro de Biotecnología-FEMSA, Tecnológico de Monterrey at Monterrey, Ave. Eugenio Garza Sada 2501 Sur Col. Tecnológico, CP 64849, Monterrey, Nuevo León, México
| | - G Trujillo-de Santiago
- Centro de Biotecnología-FEMSA, Tecnológico de Monterrey at Monterrey, Ave. Eugenio Garza Sada 2501 Sur Col. Tecnológico, CP 64849, Monterrey, Nuevo León, México
- Biomaterials Innovation Research Center, Division of Biomedical Engineering, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston 02139, MA, USA
- Harvard-Massachusetts Institute of Technology Division of Health Sciences and Technology, Massachusetts Institute of Technology, Cambridge 02139, MA, USA
| | - LM Rodríguez-Martínez
- Centro de Biotecnología-FEMSA, Tecnológico de Monterrey at Monterrey, Ave. Eugenio Garza Sada 2501 Sur Col. Tecnológico, CP 64849, Monterrey, Nuevo León, México
| | - N Annabi
- Biomaterials Innovation Research Center, Division of Biomedical Engineering, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston 02139, MA, USA
- Harvard-Massachusetts Institute of Technology Division of Health Sciences and Technology, Massachusetts Institute of Technology, Cambridge 02139, MA, USA
- Department of Chemical Engineering, Northeastern University, Boston, MA 02115
| | - A Khademhosseini
- Biomaterials Innovation Research Center, Division of Biomedical Engineering, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston 02139, MA, USA
- Harvard-Massachusetts Institute of Technology Division of Health Sciences and Technology, Massachusetts Institute of Technology, Cambridge 02139, MA, USA
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston 02115, MA, USA
- Department of Physics, King Abdulaziz University, Jeddah 21569, Saudi Arabia
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18
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Evaluation of the Activity of Lamivudine and Zidovudine against Ebola Virus. PLoS One 2016; 11:e0166318. [PMID: 27902714 PMCID: PMC5130197 DOI: 10.1371/journal.pone.0166318] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2016] [Accepted: 10/26/2016] [Indexed: 12/15/2022] Open
Abstract
In the fall of 2014, an international news agency reported that patients suffering from Ebola virus disease (EVD) in Liberia were treated successfully with lamivudine, an antiviral drug used to treat human immunodeficiency virus-1 and hepatitis B virus infections. According to the report, 13 out of 15 patients treated with lamivudine survived and were declared free from Ebola virus disease. In this study, the anti-Ebola virus (EBOV) activity of lamivudine and another antiretroviral, zidovudine, were evaluated in a diverse set of cell lines against two variants of wild-type EBOV. Variable assay parameters were assessed to include different multiplicities of infection, lengths of inoculation times, and durations of dosing. At a multiplicity of infection of 1, lamivudine and zidovudine had no effect on EBOV propagation in Vero E6, Hep G2, or HeLa cells, or in primary human monocyte-derived macrophages. At a multiplicity of infection of 0.1, zidovudine demonstrated limited anti-EBOV activity in Huh 7 cells. Under certain conditions, lamivudine had low anti-EBOV activity at the maximum concentration tested (320 μM). However, lamivudine never achieved greater than 30% viral inhibition, and the activity was not consistently reproducible. Combination of lamivudine and zidovudine showed no synergistic antiviral activity. Independently, a set of in vitro experiments testing lamivudine and zidovudine for antiviral activity against an Ebola-enhanced green fluorescent protein reporter virus was performed at the Centers for Disease Control and Prevention. No antiviral activity was observed for either compound. A study evaluating the efficacy of lamivudine in a guinea pig model of EVD found no survival benefit. This lack of benefit was observed despite plasma lamivudine concentrations in guinea pig of about 4 μg/ml obtained in a separately conducted pharmacokinetics study. These studies found no evidence to support the therapeutic use of lamivudine for the treatment of EVD.
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Nyakarahuka L, Kankya C, Krontveit R, Mayer B, Mwiine FN, Lutwama J, Skjerve E. How severe and prevalent are Ebola and Marburg viruses? A systematic review and meta-analysis of the case fatality rates and seroprevalence. BMC Infect Dis 2016; 16:708. [PMID: 27887599 PMCID: PMC5124280 DOI: 10.1186/s12879-016-2045-6] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2016] [Accepted: 11/17/2016] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Ebola and Marburg virus diseases are said to occur at a low prevalence, but are very severe diseases with high lethalities. The fatality rates reported in different outbreaks ranged from 24-100%. In addition, sero-surveys conducted have shown different seropositivity for both Ebola and Marburg viruses. We aimed to use a meta-analysis approach to estimate the case fatality and seroprevalence rates of these filoviruses, providing vital information for epidemic response and preparedness in countries affected by these diseases. METHODS Published literature was retrieved through a search of databases. Articles were included if they reported number of deaths, cases, and seropositivity. We further cross-referenced with ministries of health, WHO and CDC databases. The effect size was proportion represented by case fatality rate (CFR) and seroprevalence. Analysis was done using the metaprop command in STATA. RESULTS The weighted average CFR of Ebola virus disease was estimated to be 65.0% [95% CI (54.0-76.0%), I2 = 97.98%] whereas that of Marburg virus disease was 53.8% (26.5-80.0%, I2 = 88.6%). The overall seroprevalence of Ebola virus was 8.0% (5.0%-11.0%, I2 = 98.7%), whereas that for Marburg virus was 1.2% (0.5-2.0%, I2 = 94.8%). The most severe species of ebolavirus was Zaire ebolavirus while Bundibugyo Ebolavirus was the least severe. CONCLUSIONS The pooled CFR and seroprevalence for Ebola and Marburg viruses were found to be lower than usually reported, with species differences despite high heterogeneity between studies. Countries with an improved health surveillance and epidemic response have lower CFR, thereby indicating need for improving early detection and epidemic response in filovirus outbreaks.
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Affiliation(s)
- Luke Nyakarahuka
- Norwegian University of Life Sciences, Oslo, Norway
- Makerere University, Kampala, Uganda
- Uganda Virus Research Institute, Entebbe, Uganda
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20
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Holmes EC, Dudas G, Rambaut A, Andersen KG. The evolution of Ebola virus: Insights from the 2013-2016 epidemic. Nature 2016; 538:193-200. [PMID: 27734858 PMCID: PMC5580494 DOI: 10.1038/nature19790] [Citation(s) in RCA: 201] [Impact Index Per Article: 25.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2016] [Accepted: 08/23/2016] [Indexed: 12/20/2022]
Abstract
The 2013-2016 epidemic of Ebola virus disease in West Africa was of unprecedented magnitude and changed our perspective on this lethal but sporadically emerging virus. This outbreak also marked the beginning of large-scale real-time molecular epidemiology. Here, we show how evolutionary analyses of Ebola virus genome sequences provided key insights into virus origins, evolution and spread during the epidemic. We provide basic scientists, epidemiologists, medical practitioners and other outbreak responders with an enhanced understanding of the utility and limitations of pathogen genomic sequencing. This will be crucially important in our attempts to track and control future infectious disease outbreaks.
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Affiliation(s)
- Edward C. Holmes
- Marie Bashir Institute for Infectious Diseases and Biosecurity, School of Biological Sciences and Sydney Medical School, Charles Perkins Centre, University of Sydney, Sydney, NSW 2006, Australia
| | - Gytis Dudas
- Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
- Institute of Evolutionary Biology, Ashworth Laboratories, University of Edinburgh, Edinburgh EH9 3FL, UK
| | - 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, MSC 2220 Bethesda, MD 20892, USA
| | - Kristian G. Andersen
- The Scripps Research Institute, Department of Immunology and Microbial Science, La Jolla, CA 92037, USA
- The Scripps Research Institute, Department of Integrative Structural and Computational Biology, La Jolla, CA 92037, USA
- Scripps Translational Science Institute, La Jolla, CA 92037, USA
- The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
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21
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Boisen ML, Hartnett JN, Goba A, Vandi MA, Grant DS, Schieffelin JS, Garry RF, Branco LM. Epidemiology and Management of the 2013-16 West African Ebola Outbreak. Annu Rev Virol 2016; 3:147-171. [PMID: 27578439 DOI: 10.1146/annurev-virology-110615-040056] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
The 2013-16 West African Ebola outbreak is the largest, most geographically dispersed, and deadliest on record, with 28,616 suspected cases and 11,310 deaths recorded to date in Guinea, Liberia, and Sierra Leone. We provide a review of the epidemiology and management of the 2013-16 Ebola outbreak in West Africa aimed at stimulating reflection on lessons learned that may improve the response to the next international health crisis caused by a pathogen that emerges in a region of the world with a severely limited health care infrastructure. Surveillance efforts employing rapid and effective point-of-care diagnostics designed for environments that lack advanced laboratory infrastructure will greatly aid in early detection and containment efforts during future outbreaks. Introduction of effective therapeutics and vaccines against Ebola into the public health system and the biodefense armamentarium is of the highest priority if future outbreaks are to be adequately managed and contained in a timely manner.
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Affiliation(s)
- M L Boisen
- Corgenix Inc., Broomfield, Colorado 80020.,Department of Microbiology and Immunology, Tulane University School of Medicine, New Orleans, Louisiana 70112; .,Zalgen Labs, LLC, Germantown, Maryland 20876;
| | - J N Hartnett
- Department of Microbiology and Immunology, Tulane University School of Medicine, New Orleans, Louisiana 70112;
| | - A Goba
- Lassa Fever Program, Kenema Government Hospital, Kenema, Sierra Leone.,Ministry of Health and Sanitation, Freetown, Sierra Leone
| | - M A Vandi
- Lassa Fever Program, Kenema Government Hospital, Kenema, Sierra Leone.,Ministry of Health and Sanitation, Freetown, Sierra Leone
| | - D S Grant
- Lassa Fever Program, Kenema Government Hospital, Kenema, Sierra Leone.,Ministry of Health and Sanitation, Freetown, Sierra Leone
| | - J S Schieffelin
- Section of Infectious Diseases, Department of Pediatrics, Tulane University School of Medicine, New Orleans, Louisiana 70112
| | - R F Garry
- Department of Microbiology and Immunology, Tulane University School of Medicine, New Orleans, Louisiana 70112; .,Zalgen Labs, LLC, Germantown, Maryland 20876;
| | - L M Branco
- Zalgen Labs, LLC, Germantown, Maryland 20876;
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22
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Brown CJ, Quates CJ, Mirabzadeh CA, Miller CR, Wichman HA, Miura TA, Ytreberg FM. New Perspectives on Ebola Virus Evolution. PLoS One 2016; 11:e0160410. [PMID: 27479005 PMCID: PMC4968807 DOI: 10.1371/journal.pone.0160410] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2016] [Accepted: 07/19/2016] [Indexed: 12/01/2022] Open
Abstract
Since the recent devastating outbreak of Ebola virus disease in western Africa, there has been significant effort to understand the evolution of the deadly virus that caused the outbreak. There has been a considerable investment in sequencing Ebola virus (EBOV) isolates, and the results paint an important picture of how the virus has spread in western Africa. EBOV evolution cannot be understood outside the context of previous outbreaks, however. We have focused this study on the evolution of the EBOV glycoprotein gene (GP) because one of its products, the spike glycoprotein (GP1,2), is central to the host immune response and because it contains a large amount of the phylogenetic signal for this virus. We inferred the maximum likelihood phylogeny of 96 nonredundant GP gene sequences representing each of the outbreaks since 1976 up to the end of 2014. We tested for positive selection and considered the placement of adaptive amino acid substitutions along the phylogeny and within the protein structure of GP1,2. We conclude that: 1) the common practice of rooting the phylogeny of EBOV between the first known outbreak in 1976 and the next outbreak in 1995 provides a misleading view of EBOV evolution that ignores the fact that there is a non-human EBOV host between outbreaks; 2) the N-terminus of GP1 may be constrained from evolving in response to the host immune system by the highly expressed, secreted glycoprotein, which is encoded by the same region of the GP gene; 3) although the mucin-like domain of GP1 is essential for EBOV in vivo, it evolves rapidly without losing its twin functions: providing O-linked glycosylation sites and a flexible surface.
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Affiliation(s)
- Celeste J Brown
- Department of Biological Sciences, University of Idaho, Moscow, Idaho, United States of America.,Institute for Bioinformatics and Evolutionary Studies, University of Idaho, Moscow, Idaho, United States of America.,Center for Modeling Complex Interactions, University of Idaho, Moscow, Idaho, United States of America
| | - Caleb J Quates
- Center for Modeling Complex Interactions, University of Idaho, Moscow, Idaho, United States of America.,Department of Physics, University of Idaho, Moscow, Idaho, United States of America
| | - Christopher A Mirabzadeh
- Center for Modeling Complex Interactions, University of Idaho, Moscow, Idaho, United States of America.,Department of Physics, University of Idaho, Moscow, Idaho, United States of America
| | - Craig R Miller
- Department of Biological Sciences, University of Idaho, Moscow, Idaho, United States of America.,Institute for Bioinformatics and Evolutionary Studies, University of Idaho, Moscow, Idaho, United States of America.,Center for Modeling Complex Interactions, University of Idaho, Moscow, Idaho, United States of America
| | - Holly A Wichman
- Department of Biological Sciences, University of Idaho, Moscow, Idaho, United States of America.,Institute for Bioinformatics and Evolutionary Studies, University of Idaho, Moscow, Idaho, United States of America.,Center for Modeling Complex Interactions, University of Idaho, Moscow, Idaho, United States of America
| | - Tanya A Miura
- Department of Biological Sciences, University of Idaho, Moscow, Idaho, United States of America.,Center for Modeling Complex Interactions, University of Idaho, Moscow, Idaho, United States of America
| | - F Marty Ytreberg
- Institute for Bioinformatics and Evolutionary Studies, University of Idaho, Moscow, Idaho, United States of America.,Center for Modeling Complex Interactions, University of Idaho, Moscow, Idaho, United States of America.,Department of Physics, University of Idaho, Moscow, Idaho, United States of America
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Judson SD, Fischer R, Judson A, Munster VJ. Ecological Contexts of Index Cases and Spillover Events of Different Ebolaviruses. PLoS Pathog 2016; 12:e1005780. [PMID: 27494600 PMCID: PMC4975397 DOI: 10.1371/journal.ppat.1005780] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2016] [Accepted: 06/30/2016] [Indexed: 01/01/2023] Open
Abstract
Ebola virus disease afflicts both human and animal populations and is caused by four ebolaviruses. These different ebolaviruses may have distinct reservoir hosts and ecological contexts that determine how, where, and when different ebolavirus spillover events occur. Understanding these virus-specific relationships is important for preventing transmission of ebolaviruses from wildlife to humans. We examine the ecological contexts surrounding 34 human index case infections of ebolaviruses from 1976-2014. Determining possible sources of spillover from wildlife, characterizing the environment of each event, and creating ecological niche models to estimate habitats suitable for spillover, we find that index case infections of two ebolaviruses, Ebola virus and Sudan virus, have occurred under different ecological contexts. The index cases of Ebola virus infection are more associated with tropical evergreen broadleaf forests and consuming bushmeat than the cases of Sudan virus. Given these differences, we emphasize caution when generalizing across different ebolaviruses and that location and virus-specific ecological knowledge will be essential to unravelling how human and animal behavior lead to the emergence of Ebola virus disease.
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Affiliation(s)
- Seth D. Judson
- Virus Ecology Unit, Laboratory of Virology, Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rocky Mountain Laboratories, Hamilton, Montana, United States of America
- David Geffen School of Medicine at UCLA, Los Angeles, California, United States of America
| | - Robert Fischer
- Virus Ecology Unit, Laboratory of Virology, Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rocky Mountain Laboratories, Hamilton, Montana, United States of America
| | - Andrew Judson
- Square Inc, San Francisco, California, United States of America
| | - Vincent J. Munster
- Virus Ecology Unit, Laboratory of Virology, Division of Intramural Research, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rocky Mountain Laboratories, Hamilton, Montana, United States of America
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24
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[Epidemiological aspects of Ebola virus disease in Guinea (december 2013-april 2016)]. ACTA ACUST UNITED AC 2016; 109:218-235. [PMID: 27456159 DOI: 10.1007/s13149-016-0511-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2016] [Accepted: 05/03/2016] [Indexed: 01/14/2023]
Abstract
Ebola Zaire species variant Makona between its emergence in December 2013 and April 2016, resulted in an epidemic of Guinea importance and unprecedented gravity with 3814 reported cases of which 3358 were confirmed (88.0%) and 2544 were died (66.7%). The epidemic has evolved in phases: a silent phase without identification of all fatal cases until February 2014; a first outbreak from March 2014, when the alarm is raised and the virus detected, which lasted until July 2014; a second increase, which was the most intense, from August 2014 to January 2015 focused primarily on the forest Guinea; and a final increase from February 2015 centered on lower Guinea and the capital Conakry. Adapting strategies in 2015 (initiative "Zero Ebola in 60 days" active case search and suspicious deaths and awareness of active prefectures, microbanding the last affected communities and raking around these localities) and ring vaccination of contacts around confirmed cases has allowed to gradually control the main outbreak in October 2015. But a survivor was originally resurgence in forest areas between March and April 2016 with 10 cases including 8 deaths. The epidemic has particularly affected the forest Guinea region (44% and 48% of Guinean cases and deaths), elderly women (≥ 50 years), and health professionals (211 cases including 115 deaths); however, almost one-third of the patients (32.6%) was not provided supportive care in the Ebola centers. The epidemic is currently marked by the resurgence of small foci, from excreting subjects cured of the virus who have been controlled so far successfully. The survivors are the subject of special attention. It is necessary to learn lessons from the response to better prepare for the future, to improve knowledge about the natural history of the Ebola virus disease, and to rethink communication in this regard with the public and its leaders.
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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] [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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27
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Ayub G, Waheed Y. Sequence analysis of the L protein of the Ebola 2014 outbreak: Insight into conserved regions and mutations. Mol Med Rep 2016; 13:4821-6. [PMID: 27082438 DOI: 10.3892/mmr.2016.5145] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2015] [Accepted: 12/11/2015] [Indexed: 02/07/2023] Open
Abstract
The 2014 Ebola outbreak was one of the largest that have occurred; it started in Guinea and spread to Nigeria, Liberia and Sierra Leone. Phylogenetic analysis of the current virus species indicated that this outbreak is the result of a divergent lineage of the Zaire ebolavirus. The L protein of Ebola virus (EBOV) is the catalytic subunit of the RNA‑dependent RNA polymerase complex, which, with VP35, is key for the replication and transcription of viral RNA. Earlier sequence analysis demonstrated that the L protein of all non‑segmented negative‑sense (NNS) RNA viruses consists of six domains containing conserved functional motifs. The aim of the present study was to analyze the presence of these motifs in 2014 EBOV isolates, highlight their function and how they may contribute to the overall pathogenicity of the isolates. For this purpose, 81 2014 EBOV L protein sequences were aligned with 475 other NNS RNA viruses, including Paramyxoviridae and Rhabdoviridae viruses. Phylogenetic analysis of all EBOV outbreak L protein sequences was also performed. Analysis of the amino acid substitutions in the 2014 EBOV outbreak was conducted using sequence analysis. The alignment demonstrated the presence of previously conserved motifs in the 2014 EBOV isolates and novel residues. Notably, all the mutations identified in the 2014 EBOV isolates were tolerant, they were pathogenic with certain examples occurring within previously determined functional conserved motifs, possibly altering viral pathogenicity, replication and virulence. The phylogenetic analysis demonstrated that all sequences with the exception of the 2014 EBOV sequences were clustered together. The 2014 EBOV outbreak has acquired a great number of mutations, which may explain the reasons behind this unprecedented outbreak. Certain residues critical to the function of the polymerase remain conserved and may be targets for the development of antiviral therapeutic agents.
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Affiliation(s)
- Gohar Ayub
- Department of Health Biotechnology, Atta‑ur‑Rahman School of Applied Biosciences, National University of Sciences and Technology, Islamabad 44000, Pakistan
| | - Yasir Waheed
- Department of Health Biotechnology, Atta‑ur‑Rahman School of Applied Biosciences, National University of Sciences and Technology, Islamabad 44000, Pakistan
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Park SW, Lee YJ, Lee WJ, Jee Y, Choi W. One-Step Reverse Transcription-Polymerase Chain Reaction for Ebola and Marburg Viruses. Osong Public Health Res Perspect 2016; 7:205-9. [PMID: 27413652 PMCID: PMC4927680 DOI: 10.1016/j.phrp.2016.04.004] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2016] [Revised: 04/20/2016] [Accepted: 04/22/2016] [Indexed: 01/16/2023] Open
Abstract
OBJECTIVES Ebola and Marburg viruses (EBOVs and MARVs, respectively) are causative agents of severe hemorrhagic fever with high mortality rates in humans and nonhuman primates. In 2014, there was a major Ebola outbreak in various countries in West Africa, including Guinea, Liberia, Republic of Sierra Leone, and Nigeria. EBOV and MARV are clinically difficult to diagnose and distinguish from other African epidemic diseases. Therefore, in this study, we aimed to develop a method for rapid identification of the virus to prevent the spread of infection. METHODS We established a conventional one-step reverse transcription-polymerase chain reaction (RT-PCR) assay for these pathogens based on the Superscript Reverse Transcriptase-Platinum Taq polymerase enzyme mixture. All assays were thoroughly optimized using in vitro-transcribed RNA. RESULTS We designed seven primer sets of nucleocapsid protein (NP) genes based on sequences from seven filoviruses, including five EBOVs and two MARVs. To evaluate the sensitivity of the RT-PCR assay for each filovirus, 10-fold serial dilutions of synthetic viral RNA transcripts of EBOV or MARV NP genes were used to assess detection limits of viral RNA copies. The potential for these primers to cross react with other filoviruses was also examined. The results showed that the primers were specific for individual genotype detection in the examined filoviruses. CONCLUSION The assay established in this study may facilitate rapid, reliable laboratory diagnosis in suspected cases of Ebola and Marburg hemorrhagic fevers.
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Affiliation(s)
- Sun-Whan Park
- Division of Arboviruses, Center for Immunology and Pathology, Korea National Institute of Health, Cheongju, Korea
| | - Ye-Ji Lee
- Division of Arboviruses, Center for Immunology and Pathology, Korea National Institute of Health, Cheongju, Korea
| | - Won-Ja Lee
- Division of Arboviruses, Center for Immunology and Pathology, Korea National Institute of Health, Cheongju, Korea
| | - Youngmee Jee
- Division of Arboviruses, Center for Immunology and Pathology, Korea National Institute of Health, Cheongju, Korea
| | - WooYoung Choi
- Division of Arboviruses, Center for Immunology and Pathology, Korea National Institute of Health, Cheongju, Korea
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Chimeric Filoviruses for Identification and Characterization of Monoclonal Antibodies. J Virol 2016; 90:3890-3901. [PMID: 26819310 DOI: 10.1128/jvi.00101-16] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2016] [Accepted: 01/22/2016] [Indexed: 11/20/2022] Open
Abstract
UNLABELLED Recent experiments suggest that some glycoprotein (GP)-specific monoclonal antibodies (MAbs) can protect experimental animals against the filovirus Ebola virus (EBOV). There is a need for isolation of MAbs capable of neutralizing multiple filoviruses. Antibody neutralization assays for filoviruses frequently use surrogate systems such as the rhabdovirus vesicular stomatitis Indiana virus (VSV), lentiviruses or gammaretroviruses with their envelope proteins replaced with EBOV GP or pseudotyped with EBOV GP. It is optimal for both screening and in-depth characterization of newly identified neutralizing MAbs to generate recombinant filoviruses that express a reporter fluorescent protein in order to more easily monitor and quantify the infection. Our study showed that unlike neutralization-sensitive chimeric VSV, authentic filoviruses are highly resistant to neutralization by MAbs. We used reverse genetics techniques to replace EBOV GP with its counterpart from the heterologous filoviruses Bundibugyo virus (BDBV), Sudan virus, and even Marburg virus and Lloviu virus, which belong to the heterologous genera in the filovirus family. This work resulted in generation of multiple chimeric filoviruses, demonstrating the ability of filoviruses to tolerate swapping of the envelope protein. The sensitivity of chimeric filoviruses to neutralizing MAbs was similar to that of authentic biologically derived filoviruses with the same GP. Moreover, disabling the expression of the secreted GP (sGP) resulted in an increased susceptibility of an engineered virus to the BDBV52 MAb isolated from a BDBV survivor, suggesting a role for sGP in evasion of antibody neutralization in the context of a human filovirus infection. IMPORTANCE The study demonstrated that chimeric rhabdoviruses in which G protein is replaced with filovirus GP, widely used as surrogate targets for characterization of filovirus neutralizing antibodies, do not accurately predict the ability of antibodies to neutralize authentic filoviruses, which appeared to be resistant to neutralization. However, a recombinant EBOV expressing a fluorescent protein tolerated swapping of GP with counterparts from heterologous filoviruses, allowing high-throughput screening of B cell lines to isolate MAbs of any filovirus specificity. Human MAb BDBV52, which was isolated from a survivor of BDBV infection, was capable of partially neutralizing a chimeric EBOV carrying BDBV GP in which expression of sGP was disabled. In contrast, the parental virus expressing sGP was resistant to the MAb. Thus, the ability of filoviruses to tolerate swapping of GP can be used for identification of neutralizing MAbs specific to any filovirus and for the characterization of MAb specificity and mechanism of action.
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Leendertz SAJ, Gogarten JF, Düx A, Calvignac-Spencer S, Leendertz FH. Assessing the Evidence Supporting Fruit Bats as the Primary Reservoirs for Ebola Viruses. ECOHEALTH 2016; 13:18-25. [PMID: 26268210 PMCID: PMC7088038 DOI: 10.1007/s10393-015-1053-0] [Citation(s) in RCA: 79] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/14/2015] [Revised: 06/29/2015] [Accepted: 07/20/2015] [Indexed: 05/25/2023]
Affiliation(s)
- Siv Aina J Leendertz
- Research Group Epidemiology of Highly Pathogenic Microorganisms, Robert Koch-Institute, Berlin, Germany.
| | - Jan F Gogarten
- Research Group Epidemiology of Highly Pathogenic Microorganisms, Robert Koch-Institute, Berlin, Germany
- Primatology Department, Max Planck Institute for Evolutionary Anthropology, Leipzig, Germany
- Department of Biology, McGill University, Montreal, QC, Canada
| | - Ariane Düx
- Research Group Epidemiology of Highly Pathogenic Microorganisms, Robert Koch-Institute, Berlin, Germany
| | | | - Fabian H Leendertz
- Research Group Epidemiology of Highly Pathogenic Microorganisms, Robert Koch-Institute, Berlin, Germany
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Abstract
Despite a relatively long search for the origin of ebolaviruses, their reservoirs remain elusive. Researchers might have to consider testing alternative hypotheses about how these viruses persist and emerge to advance ebolavirus research. This article aims to encourage researchers to bring forward such hypotheses, to discuss them scientifically and to open alternative research avenues regarding the origin and ecology of ebolaviruses.
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Changula K, Kajihara M, Mweene AS, Takada A. Ebola and Marburg virus diseases in Africa: increased risk of outbreaks in previously unaffected areas? Microbiol Immunol 2015; 58:483-91. [PMID: 25040642 DOI: 10.1111/1348-0421.12181] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2014] [Revised: 07/06/2014] [Accepted: 07/14/2014] [Indexed: 12/01/2022]
Abstract
Filoviral hemorrhagic fever (FHF) is caused by ebolaviruses and marburgviruses, which both belong to the family Filoviridae. Egyptian fruit bats (Rousettus aegyptiacus) are the most likely natural reservoir for marburgviruses and entry into caves and mines that they stay in has often been associated with outbreaks of MVD. On the other hand, the natural reservoir for ebola viruses remains elusive; however, handling of wild animal carcasses has been associated with some outbreaks of EVD. In the last two decades, there has been an increase in the incidence of FHF outbreaks in Africa, some being caused by a newly found virus and some occurring in previously unaffected areas such as Guinea, Liberia and Sierra Leone, in which the most recent EVD outbreak occurred in 2014. Indeed, the predicted geographic distribution of filoviruses and their potential reservoirs in Africa includes many countries in which FHF has not been reported. To minimize the risk of virus dissemination in previously unaffected areas, there is a need for increased investment in health infrastructure in African countries, policies to facilitate collaboration between health authorities from different countries, implementation of outbreak control measures by relevant multi-disciplinary teams and education of the populations at risk.
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Affiliation(s)
- Katendi Changula
- School of Veterinary Medicine, University of Zambia, Great East Road Campus, Lusaka, Zambia; Southern African Centre for Infectious Disease Surveillance, P.O. Box, 3297, Chuo Kikuu, Morogoro, Tanzania
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Ghazanfar H, Orooj F, Abdullah MA, Ghazanfar A. Ebola, the killer virus. Infect Dis Poverty 2015; 4:15. [PMID: 25866626 PMCID: PMC4393611 DOI: 10.1186/s40249-015-0048-y] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2015] [Accepted: 03/29/2015] [Indexed: 01/24/2023] Open
Abstract
Ebola virus disease (EVD) has mostly affected economically deprived countries as limited resources adversely affect a country's infrastructure and administration. Probing into the factors that led to the widespread outbreak, setting forth plans to counter EVD cases in developing countries, and devising definitive measures to limit the spread of the disease are essential steps that must be immediately taken. In this review we summarize the pathogenesis of EVD and the factors that led to its spread. We also highlight interventions employed by certain countries that have successfully limited the epidemic, and add a few preventive measures after studying the current data. According to the available data, barriers to prevent and control the disease in affected countries include irresolute and disorganized health systems, substandard sanitary conditions, poor personal hygiene practices, and false beliefs and stigma related to EVD. The public health sector along with the respective chief authorities in developing countries must devise strategies, keeping the available resources in mind, to deal with the outbreak before it occurs. As a first step, communities should be educated on EVD's symptoms, history, mode of transmission, and methods of protection, including the importance of personal hygiene practices, via seminars, newspapers, and other social media. A popular opinion leader (POL) giving this information would further help to remove the misconception about the nature of the disease and indirectly improve the quality of life of affected patients and their families.
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Affiliation(s)
- Haider Ghazanfar
- />Shifa College of Medicine, Pitras Bukhari Road H-8/4, Islamabad, Pakistan
| | - Fizza Orooj
- />Shifa College of Medicine, Pitras Bukhari Road H-8/4, Islamabad, Pakistan
| | | | - Ali Ghazanfar
- />Federal Medical and Dental College, Prime Minister’s National Health Complex, Chak Shahzad, Islamabad, Pakistan
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Leroy ÉM. L’Émergence du virus EBOLA chez l’homme: un long processus pas totalement élucidé. BULLETIN DE L'ACADÉMIE NATIONALE DE MÉDECINE 2015. [PMID: 27509685 PMCID: PMC7095178 DOI: 10.1016/s0001-4079(19)30940-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Le virus Ébola cause régulièrement depuis 1976 des petites épidémies meurtrières généralement maitrisées en quelques mois. Alors que seule l’Afrique Centrale en avait été victime jusqu’alors, une épidémie à virus Ébola d’une ampleur extraordinaire embrase dramatiquement plusieurs pays d’Afrique de l’Ouest depuis le mois de décembre 2013 principalement en raison des défaillances majeures dans la mise en œuvre des mesures visant à empêcher les transmissions interhumaines du virus. Après une période d’incubation d’environ une semaine, la maladie se manifeste par l’apparition soudaine d’une forte fièvre aboutissant in fine à des hémorragies multiples puis à la défaillance généralisée des organes. Plusieurs espèces de chauves-souris seraient les principaux réservoirs du virus Ébola. La contamination de l’homme se produirait soit directement auprès des chauves-souris, largement consommées par les populations locales, soit par l’intermédiaire d’espèces animales sensibles au virus, telles que les chimpanzés et les gorilles. À côté de ce « cycle naturel », l’hypothèse d’un « cycle épidémique » impliquant des espèces animales domestiques vivant dans les villages tels que les chiens ou les porcs, tend désormais à être sérieusement avancée. Ainsi, en fonction des animaux impliqués et de la forme clinique des infections développées, les modalités de la contamination de l’homme peuvent être multiples et sont donc encore largement méconnues. Dans un tel contexte, tous les efforts qui pourront être déployés pour percer le mystère de l’émergence du virus Ébola chez l’homme et clarifier les modalités de la transmission du virus, permettront peut-être de prédire voire d’anticiper l’apparition des épidémies. L’objectif de cette revue est de dresser un état des lieux exhaustif de l’écologie du virus Ébola et de mettre en lumière les évènements qui gouvernent la transmission du virus à l’homme tout en précisant les points encore nombreux qui demeurent non élucidés.
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35
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Leroy ÉM. [The Emergence of Ebola virus in humans: a long process not yet fully understood]. BULLETIN DE L'ACADEMIE NATIONALE DE MEDECINE 2015; 199:651-69; discussion 669-71. [PMID: 27509685 PMCID: PMC7095178] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Figures] [Subscribe] [Scholar Register] [Received: 11/11/2014] [Indexed: 11/14/2023]
Abstract
Since 1976 Ebola virus regularly has caused small deadly outbreaks in Central Africa, usually controlled in a few months. For the first time, an Ebola epidemic of exceptional magnitude dramatically engulfed several countries in West Africa since December 2013. Major failures of implementing measures to prevent human-to-human transmissions are the main cause of this large-scale Ebola outbreak. After about one-week incubation period, the Ebola virus disease is characterized by a sudden onset of high fever leading to multiple hemorrhages and to widespread organ failure. Several bat species constitute the main reservoirs of Ebola viruses. Human contamination would occur either directly from bats, widely consumed by the local populations, or through animal species susceptible to Ebola infection, such as chimpanzees and gorillas. Alongside this "natural cycle", an "epidemic cycle" involving domestic animals living in villages such as dogs or pigs, is seriously suggested. Thus, according to the diversity of concerned animals and their clinical infectionform, modalities of human contamination can be multiple and are still largely unknown. In this context, all efforts that could be made to unravel the mystery of the Ebola virus emergence in humans and clarify modalities of the virus transmission, would allow for predicting or for anticipating the future occurrence of epidemics. This review aims to provide an exhaustive inventory of the Ebola ecology to highlight events governing the virus transmission to humans that still remain unsolved.
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Shears P, O'Dempsey TJD. Ebola virus disease in Africa: epidemiology and nosocomial transmission. J Hosp Infect 2015; 90:1-9. [PMID: 25655197 DOI: 10.1016/j.jhin.2015.01.002] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2014] [Accepted: 01/11/2015] [Indexed: 10/24/2022]
Abstract
The 2014 Ebola outbreak in West Africa, primarily affecting Guinea, Sierra Leone, and Liberia, has exceeded all previous Ebola outbreaks in the number of cases and in international response. There have been 20 significant outbreaks of Ebola virus disease in Sub-Saharan Africa prior to the 2014 outbreak, the largest being that in Uganda in 2000, with 425 cases and a mortality of 53%. Since the first outbreaks in Sudan and Zaire in 1976, transmission within health facilities has been of major concern, affecting healthcare workers and acting as amplifiers of spread into the community. The lack of resources for infection control and personal protective equipment are the main reasons for nosocomial transmission. Local strategies to improve infection control, and a greater understanding of local community views on the disease, have helped to bring outbreaks under control. Recommendations from previous outbreaks include improved disease surveillance to enable more rapid health responses, the wider availability of personal protective equipment, and greater international preparedness.
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Affiliation(s)
- P Shears
- Wirral University Teaching Hospital, Wirral, Merseyside, UK.
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Reusken C, Niedrig M, Pas S, Anda P, Baize S, Charrel R, Di Caro A, Drosten C, Fernandez-Garcia MD, Franco L, Gunther S, Leparc-Goffart I, Martina B, Pannetier D, Papa A, Sanchez-Seco MP, Vapalahti O, Koopmans M. Identification of essential outstanding questions for an adequate European laboratory response to Ebolavirus Zaire West Africa 2014. J Clin Virol 2015; 62:124-34. [DOI: 10.1016/j.jcv.2014.11.007] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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38
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Dixon MA, Dar OA, Heymann DL. Emerging infectious diseases: opportunities at the human-animal-environment interface. Vet Rec 2014; 174:546-51. [PMID: 24920712 DOI: 10.1136/vr.g3263] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Affiliation(s)
| | - Osman A Dar
- Chatham House Centre on Global Health Security, Chatham House, 10 St James's Square, London SW1Y 4LE, UK, e-mail:
| | - David L Heymann
- Public Health England, Wellington House, 133-155 Waterloo Road, London SE1 8UG, UK, e-mail:
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Mylne A, Brady OJ, Huang Z, Pigott DM, Golding N, Kraemer MU, Hay SI. A comprehensive database of the geographic spread of past human Ebola outbreaks. Sci Data 2014; 1:140042. [PMID: 25984346 PMCID: PMC4432636 DOI: 10.1038/sdata.2014.42] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2014] [Accepted: 10/06/2014] [Indexed: 11/09/2022] Open
Abstract
Ebola is a zoonotic filovirus that has the potential to cause outbreaks of variable magnitude in human populations. This database collates our existing knowledge of all known human outbreaks of Ebola for the first time by extracting details of their suspected zoonotic origin and subsequent human-to-human spread from a range of published and non-published sources. In total, 22 unique Ebola outbreaks were identified, composed of 117 unique geographic transmission clusters. Details of the index case and geographic spread of secondary and imported cases were recorded as well as summaries of patient numbers and case fatality rates. A brief text summary describing suspected routes and means of spread for each outbreak was also included. While we cannot yet include the ongoing Guinea and DRC outbreaks until they are over, these data and compiled maps can be used to gain an improved understanding of the initial spread of past Ebola outbreaks and help evaluate surveillance and control guidelines for limiting the spread of future epidemics.
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Affiliation(s)
- Adrian Mylne
- Spatial Ecology & Epidemiology Group, Department of Zoology, University of Oxford, Oxford, OX1 3PS, UK
| | - Oliver J. Brady
- Spatial Ecology & Epidemiology Group, Department of Zoology, University of Oxford, Oxford, OX1 3PS, UK
| | - Zhi Huang
- Spatial Ecology & Epidemiology Group, Department of Zoology, University of Oxford, Oxford, OX1 3PS, UK
| | - David M. Pigott
- Spatial Ecology & Epidemiology Group, Department of Zoology, University of Oxford, Oxford, OX1 3PS, UK
| | - Nick Golding
- Spatial Ecology & Epidemiology Group, Department of Zoology, University of Oxford, Oxford, OX1 3PS, UK
| | - Moritz U.G. Kraemer
- Spatial Ecology & Epidemiology Group, Department of Zoology, University of Oxford, Oxford, OX1 3PS, UK
| | - Simon I. Hay
- Spatial Ecology & Epidemiology Group, Department of Zoology, University of Oxford, Oxford, OX1 3PS, UK
- Fogarty International Center, National Institutes of Health, Bethesda, MD 20892-2220, USA.
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Chippaux JP. Outbreaks of Ebola virus disease in Africa: the beginnings of a tragic saga. J Venom Anim Toxins Incl Trop Dis 2014; 20:44. [PMID: 25320574 PMCID: PMC4197285 DOI: 10.1186/1678-9199-20-44] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2014] [Accepted: 09/19/2014] [Indexed: 12/14/2022] Open
Abstract
The tremendous outbreak of Ebola virus disease occurring in West Africa since the end of 2013 surprises by its remoteness from previous epidemics and dramatic extent. This review aims to describe the 27 manifestations of Ebola virus that arose after its discovery in 1976. It provides an update on research on the ecology of Ebola viruses, modes of contamination and human transmission of the disease that are mainly linked to close contact with an infected animal or a patient suffering from the disease. The recommendations to contain the epidemic and challenges to achieve it are reminded.
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Affiliation(s)
- Jean-Philippe Chippaux
- />UMR 216, Mother and Child Facing Tropical Diseases, Institut de Recherche pour le Développement (IRD), Cotonou, Bénin
- />Sorbonne Paris Cité, Faculté de Pharmacie, Université Paris Descartes, Paris, France
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41
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Leroy EM, Labouba I, Maganga GD, Berthet N. Ebola in West Africa: the outbreak able to change many things. Clin Microbiol Infect 2014; 20:O597-9. [PMID: 25204860 DOI: 10.1111/1469-0691.12781] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- E M Leroy
- Centre International de Recherches Médicales, Franceville, Gabon; Institut de Recherche pour le Développement, UMR MIVEGEC 224 'Maladies Infectieuses et Vecteurs: Ecologie, Génétique Evolution et Contrôle, Montpellier, France.
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42
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Gire SK, Goba A, Andersen KG, Sealfon RSG, Park DJ, Kanneh L, Jalloh S, Momoh M, Fullah M, Dudas G, Wohl S, Moses LM, Yozwiak NL, Winnicki S, Matranga CB, Malboeuf CM, Qu J, Gladden AD, Schaffner SF, Yang X, Jiang PP, Nekoui M, Colubri A, Coomber MR, Fonnie M, Moigboi A, Gbakie M, Kamara FK, Tucker V, Konuwa E, Saffa S, Sellu J, Jalloh AA, Kovoma A, Koninga J, Mustapha I, Kargbo K, Foday M, Yillah M, Kanneh F, Robert W, Massally JLB, Chapman SB, Bochicchio J, Murphy C, Nusbaum C, Young S, Birren BW, Grant DS, Scheiffelin JS, Lander ES, Happi C, Gevao SM, Gnirke A, Rambaut A, Garry RF, Khan SH, Sabeti PC. Genomic surveillance elucidates Ebola virus origin and transmission during the 2014 outbreak. Science 2014; 345:1369-72. [PMID: 25214632 PMCID: PMC4431643 DOI: 10.1126/science.1259657] [Citation(s) in RCA: 833] [Impact Index Per Article: 83.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
In its largest outbreak, Ebola virus disease is spreading through Guinea, Liberia, Sierra Leone, and Nigeria. We sequenced 99 Ebola virus genomes from 78 patients in Sierra Leone to ~2000× coverage. We observed a rapid accumulation of interhost and intrahost genetic variation, allowing us to characterize patterns of viral transmission over the initial weeks of the epidemic. This West African variant likely diverged from central African lineages around 2004, crossed from Guinea to Sierra Leone in May 2014, and has exhibited sustained human-to-human transmission subsequently, with no evidence of additional zoonotic sources. Because many of the mutations alter protein sequences and other biologically meaningful targets, they should be monitored for impact on diagnostics, vaccines, and therapies critical to outbreak response.
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Affiliation(s)
- Stephen K Gire
- Center for Systems Biology, Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA 02138, USA. Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | | | - Kristian G Andersen
- Center for Systems Biology, Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA 02138, USA. Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.
| | - Rachel S G Sealfon
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA. Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Daniel J Park
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | | | | | - Mambu Momoh
- Kenema Government Hospital, Kenema, Sierra Leone. Eastern Polytechnic College, Kenema, Sierra Leone
| | - Mohamed Fullah
- Kenema Government Hospital, Kenema, Sierra Leone. Eastern Polytechnic College, Kenema, Sierra Leone
| | - Gytis Dudas
- Institute of Evolutionary Biology, University of Edinburgh, Edinburgh EH9 3JT, UK
| | - Shirlee Wohl
- Center for Systems Biology, Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA 02138, USA. Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA. Systems Biology, Harvard Medical School, Boston, MA 02115, USA
| | - Lina M Moses
- Tulane University Medical Center, New Orleans, LA 70112, USA
| | - Nathan L Yozwiak
- Center for Systems Biology, Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA 02138, USA. Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Sarah Winnicki
- Center for Systems Biology, Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA 02138, USA. Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | | | | | - James Qu
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | | | - Stephen F Schaffner
- Center for Systems Biology, Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA 02138, USA. Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Xiao Yang
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Pan-Pan Jiang
- Center for Systems Biology, Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA 02138, USA. Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Mahan Nekoui
- Center for Systems Biology, Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA 02138, USA. Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Andres Colubri
- Center for Systems Biology, Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA 02138, USA
| | | | - Mbalu Fonnie
- Kenema Government Hospital, Kenema, Sierra Leone
| | - Alex Moigboi
- Kenema Government Hospital, Kenema, Sierra Leone
| | | | | | | | - Edwin Konuwa
- Kenema Government Hospital, Kenema, Sierra Leone
| | - Sidiki Saffa
- Kenema Government Hospital, Kenema, Sierra Leone
| | | | | | - Alice Kovoma
- Kenema Government Hospital, Kenema, Sierra Leone
| | | | | | | | - Momoh Foday
- Kenema Government Hospital, Kenema, Sierra Leone
| | | | | | | | | | | | | | - Cheryl Murphy
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Chad Nusbaum
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Sarah Young
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Bruce W Birren
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | | | | | - Eric S Lander
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA. Systems Biology, Harvard Medical School, Boston, MA 02115, USA. Department of Biology, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | | | - Sahr M Gevao
- University of Sierra Leone, Freetown, Sierra Leone
| | - Andreas Gnirke
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Andrew Rambaut
- Institute of Evolutionary Biology, University of Edinburgh, Edinburgh EH9 3JT, UK. Fogarty International Center, National Institutes of Health, Bethesda, MD 20892, USA. Centre for Immunity, Infection and Evolution, University of Edinburgh, Edinburgh EH9 3JT, UK
| | - Robert F Garry
- Tulane University Medical Center, New Orleans, LA 70112, USA
| | | | - Pardis C Sabeti
- Center for Systems Biology, Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA 02138, USA. Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.
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43
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Pigott DM, Golding N, Mylne A, Huang Z, Henry AJ, Weiss DJ, Brady OJ, Kraemer MUG, Smith DL, Moyes CL, Bhatt S, Gething PW, Horby PW, Bogoch II, Brownstein JS, Mekaru SR, Tatem AJ, Khan K, Hay SI. Mapping the zoonotic niche of Ebola virus disease in Africa. eLife 2014; 3:e04395. [PMID: 25201877 PMCID: PMC4166725 DOI: 10.7554/elife.04395] [Citation(s) in RCA: 243] [Impact Index Per Article: 24.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2014] [Accepted: 08/31/2014] [Indexed: 11/17/2022] Open
Abstract
Ebola virus disease (EVD) is a complex zoonosis that is highly virulent in humans. The largest recorded outbreak of EVD is ongoing in West Africa, outside of its previously reported and predicted niche. We assembled location data on all recorded zoonotic transmission to humans and Ebola virus infection in bats and primates (1976-2014). Using species distribution models, these occurrence data were paired with environmental covariates to predict a zoonotic transmission niche covering 22 countries across Central and West Africa. Vegetation, elevation, temperature, evapotranspiration, and suspected reservoir bat distributions define this relationship. At-risk areas are inhabited by 22 million people; however, the rarity of human outbreaks emphasises the very low probability of transmission to humans. Increasing population sizes and international connectivity by air since the first detection of EVD in 1976 suggest that the dynamics of human-to-human secondary transmission in contemporary outbreaks will be very different to those of the past.
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Affiliation(s)
- David M Pigott
- Spatial Ecology and Epidemiology Group, Department of Zoology, University of Oxford, Oxford, United Kingdom
| | - Nick Golding
- Spatial Ecology and Epidemiology Group, Department of Zoology, University of Oxford, Oxford, United Kingdom
| | - Adrian Mylne
- Spatial Ecology and Epidemiology Group, Department of Zoology, University of Oxford, Oxford, United Kingdom
| | - Zhi Huang
- Spatial Ecology and Epidemiology Group, Department of Zoology, University of Oxford, Oxford, United Kingdom
| | - Andrew J Henry
- Spatial Ecology and Epidemiology Group, Department of Zoology, University of Oxford, Oxford, United Kingdom
| | - Daniel J Weiss
- Spatial Ecology and Epidemiology Group, Department of Zoology, University of Oxford, Oxford, United Kingdom
| | - Oliver J Brady
- Spatial Ecology and Epidemiology Group, Department of Zoology, University of Oxford, Oxford, United Kingdom
| | - Moritz UG Kraemer
- Spatial Ecology and Epidemiology Group, Department of Zoology, University of Oxford, Oxford, United Kingdom
| | - David L Smith
- Spatial Ecology and Epidemiology Group, Department of Zoology, University of Oxford, Oxford, United Kingdom
- Sanaria Institute for Global Health and Tropical Medicine, Rockville, United States
| | - Catherine L Moyes
- Spatial Ecology and Epidemiology Group, Department of Zoology, University of Oxford, Oxford, United Kingdom
| | - Samir Bhatt
- Spatial Ecology and Epidemiology Group, Department of Zoology, University of Oxford, Oxford, United Kingdom
| | - Peter W Gething
- Spatial Ecology and Epidemiology Group, Department of Zoology, University of Oxford, Oxford, United Kingdom
| | - Peter W Horby
- Epidemic Diseases Research Group, Centre for Tropical Medicine and Global Health, University of Oxford, Oxford, United Kingdom
| | - Isaac I Bogoch
- Department of Medicine, Division of Infectious Diseases, University of Toronto, Toronto, Canada
- Divisions of Internal Medicine and Infectious Diseases, University Health Network, Toronto, Toronto, Canada
| | - John S Brownstein
- Department of Pediatrics, Harvard Medical School, Boston, United States
- Children's Hospital Informatics Program, Boston Children's Hospital, Boston, United States
| | - Sumiko R Mekaru
- Children's Hospital Informatics Program, Boston Children's Hospital, Boston, United States
| | - Andrew J Tatem
- Department of Geography and Environment, University of Southampton, Southampton, United Kingdom
- Fogarty International Center, National Institutes of Health, Bethesda, United States
- Flowminder Foundation, Stockholm, Sweden
| | - Kamran Khan
- Department of Medicine, Division of Infectious Diseases, University of Toronto, Toronto, Canada
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Canada
| | - Simon I Hay
- Spatial Ecology and Epidemiology Group, Department of Zoology, University of Oxford, Oxford, United Kingdom
- Fogarty International Center, National Institutes of Health, Bethseda, United States
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44
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Lefebvre A, Fiet C, Belpois-Duchamp C, Tiv M, Astruc K, Aho Glélé L. Case fatality rates of Ebola virus diseases: A meta-analysis of World Health Organization data. Med Mal Infect 2014; 44:412-6. [DOI: 10.1016/j.medmal.2014.08.005] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2014] [Revised: 06/20/2014] [Accepted: 08/06/2014] [Indexed: 10/24/2022]
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45
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Abstract
On 23 March 2014, the World Health Organization issued its first communiqué on a new outbreak of Ebola virus disease (EVD), which began in December 2013 in Guinée Forestière (Forested Guinea), the eastern sector of the Republic of Guinea. Located on the Atlantic coast of West Africa, Guinea is the first country in this geographical region in which an outbreak of EVD has occurred, leaving aside the single case reported in Ivory Coast in 1994. Cases have now also been confirmed across Guinea as well as in the neighbouring Republic of Liberia. The appearance of cases in the Guinean capital, Conakry, and the transit of another case through the Liberian capital, Monrovia, presents the first large urban setting for EVD transmission. By 20 April 2014, 242 suspected cases had resulted in a total of 147 deaths in Guinea and Liberia. The causative agent has now been identified as an outlier strain of Zaire Ebola virus. The full geographical extent and degree of severity of the outbreak, its zoonotic origins and its possible spread to other continents are sure to be subjects of intensive discussion over the next months.
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Affiliation(s)
- Derek Gatherer
- Division of Biomedical & Life Sciences, Faculty of Health & Medicine, Lancaster University, Lancaster LA1 4YQ, UK
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46
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Olival KJ, Hayman DTS. Filoviruses in bats: current knowledge and future directions. Viruses 2014; 6:1759-88. [PMID: 24747773 PMCID: PMC4014719 DOI: 10.3390/v6041759] [Citation(s) in RCA: 207] [Impact Index Per Article: 20.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2014] [Revised: 04/01/2014] [Accepted: 04/02/2014] [Indexed: 12/23/2022] Open
Abstract
Filoviruses, including Ebolavirus and Marburgvirus, pose significant threats to public health and species conservation by causing hemorrhagic fever outbreaks with high mortality rates. Since the first outbreak in 1967, their origins, natural history, and ecology remained elusive until recent studies linked them through molecular, serological, and virological studies to bats. We review the ecology, epidemiology, and natural history of these systems, drawing on examples from other bat-borne zoonoses, and highlight key areas for future research. We compare and contrast results from ecological and virological studies of bats and filoviruses with those of other systems. We also highlight how advanced methods, such as more recent serological assays, can be interlinked with flexible statistical methods and experimental studies to inform the field studies necessary to understand filovirus persistence in wildlife populations and cross-species transmission leading to outbreaks. We highlight the need for a more unified, global surveillance strategy for filoviruses in wildlife, and advocate for more integrated, multi-disciplinary approaches to understand dynamics in bat populations to ultimately mitigate or prevent potentially devastating disease outbreaks.
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Affiliation(s)
- Kevin J Olival
- EcoHealth Alliance, 460 W. 34th Street, New York, NY 10001, USA.
| | - David T S Hayman
- Department of Biology, Colorado State University, Fort Collins, CO 80523, USA.
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47
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NTDs in the heart of darkness: the Democratic Republic of Congo's unknown burden of neglected tropical diseases. PLoS Negl Trop Dis 2013; 7:e2118. [PMID: 23936557 PMCID: PMC3723541 DOI: 10.1371/journal.pntd.0002118] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
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48
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Cuthill JH, Charleston MA. A simple model explains the dynamics of preferential host switching among mammal RNA viruses. Evolution 2013; 67:980-90. [PMID: 23550750 PMCID: PMC7202234 DOI: 10.1111/evo.12064] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
A growing number of studies support a tendency toward preferential host switching, by parasites and pathogens, over relatively short phylogenetic distances. This suggests that a host switch is more probable if a potential host is closely related to the original host than if it is a more distant relative. However, despite its importance for the health of humans, livestock, and wildlife, the detailed dynamics of preferential host switching have, so far, been little studied. We present an empirical test of two theoretical models of preferential host switching, using observed phylogenetic distributions of host species for RNA viruses of three mammal orders (primates, carnivores, and ungulates). The analysis focuses on multihost RNA virus species, because their presence on multiple hosts and their estimated ages of origin indicate recent host switching. Approximate Bayesian computation was used to compare observed phylogenetic distances between hosts with those simulated under the theoretical models. The results support a decreasing sigmoidal model of preferential host switching, with a strong effect from increasing phylogenetic distance, on all three studied host phylogenies. This suggests that the dynamics of host switching are fundamentally similar for RNA viruses of different mammal orders and, potentially, a wider range of coevolutionary systems.
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Affiliation(s)
- Jennifer Hoyal Cuthill
- School of Information Technologies, University of Sydney, Sydney, New South Wales 2006, Australia.
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49
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Molecular evolution of viruses of the family Filoviridae based on 97 whole-genome sequences. J Virol 2012; 87:2608-16. [PMID: 23255795 DOI: 10.1128/jvi.03118-12] [Citation(s) in RCA: 108] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Viruses in the Ebolavirus and Marburgvirus genera (family Filoviridae) have been associated with large outbreaks of hemorrhagic fever in human and nonhuman primates. The first documented cases occurred in primates over 45 years ago, but the amount of virus genetic diversity detected within bat populations, which have recently been identified as potential reservoir hosts, suggests that the filoviruses are much older. Here, detailed Bayesian coalescent phylogenetic analyses are performed on 97 whole-genome sequences, 55 of which are newly reported, to comprehensively examine molecular evolutionary rates and estimate dates of common ancestry for viruses within the family Filoviridae. Molecular evolutionary rates for viruses belonging to different species range from 0.46 × 10(-4) nucleotide substitutions/site/year for Sudan ebolavirus to 8.21 × 10(-4) nucleotide substitutions/site/year for Reston ebolavirus. Most recent common ancestry can be traced back only within the last 50 years for Reston ebolavirus and Zaire ebolavirus species and suggests that viruses within these species may have undergone recent genetic bottlenecks. Viruses within Marburg marburgvirus and Sudan ebolavirus species can be traced back further and share most recent common ancestors approximately 700 and 850 years before the present, respectively. Examination of the whole family suggests that members of the Filoviridae, including the recently described Lloviu virus, shared a most recent common ancestor approximately 10,000 years ago. These data will be valuable for understanding the evolution of filoviruses in the context of natural history as new reservoir hosts are identified and, further, for determining mechanisms of emergence, pathogenicity, and the ongoing threat to public health.
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50
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Grard G, Fair JN, Lee D, Slikas E, Steffen I, Muyembe JJ, Sittler T, Veeraraghavan N, Ruby JG, Wang C, Makuwa M, Mulembakani P, Tesh RB, Mazet J, Rimoin AW, Taylor T, Schneider BS, Simmons G, Delwart E, Wolfe ND, Chiu CY, Leroy EM. A novel rhabdovirus associated with acute hemorrhagic fever in central Africa. PLoS Pathog 2012; 8:e1002924. [PMID: 23028323 PMCID: PMC3460624 DOI: 10.1371/journal.ppat.1002924] [Citation(s) in RCA: 147] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2012] [Accepted: 08/08/2012] [Indexed: 12/01/2022] Open
Abstract
Deep sequencing was used to discover a novel rhabdovirus (Bas-Congo virus, or BASV) associated with a 2009 outbreak of 3 human cases of acute hemorrhagic fever in Mangala village, Democratic Republic of Congo (DRC), Africa. The cases, presenting over a 3-week period, were characterized by abrupt disease onset, high fever, mucosal hemorrhage, and, in two patients, death within 3 days. BASV was detected in an acute serum sample from the lone survivor at a concentration of 1.09×106 RNA copies/mL, and 98.2% of the genome was subsequently de novo assembled from ∼140 million sequence reads. Phylogenetic analysis revealed that BASV is highly divergent and shares less than 34% amino acid identity with any other rhabdovirus. High convalescent neutralizing antibody titers of >1∶1000 were detected in the survivor and an asymptomatic nurse directly caring for him, both of whom were health care workers, suggesting the potential for human-to-human transmission of BASV. The natural animal reservoir host or arthropod vector and precise mode of transmission for the virus remain unclear. BASV is an emerging human pathogen associated with acute hemorrhagic fever in Africa. We used deep sequencing, a method for generating millions of DNA sequence reads from clinical samples, to discover a novel rhabdovirus (Bas-Congo virus, or BASV) associated with a 2009 outbreak of 3 human cases of acute hemorrhagic fever in Mangala village, Democratic Republic of Congo (DRC), Africa. The cases, presenting over a 3-week period, were characterized by abrupt disease onset, high fever, bloody vomiting and diarrhea, and, in two patients, death within 3 days. BASV was present in the blood of the lone survivor at a concentration of over a million copies per milliliter. The genome of BASV, assembled from over 140 million sequence reads, reveals that it is very different from any other rhabdovirus. The lone survivor and a nurse caring for him (with no symptoms), both health care workers, were found to have high levels of antibodies to BASV, indicating that they both had been infected by the virus. Although the source of the virus remains unclear, our study findings suggest that BASV may be spread by human-to-human contact and is an emerging pathogen associated with acute hemorrhagic fever in Africa.
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Affiliation(s)
- Gilda Grard
- Viral Emergent Diseases unit, Centre International de Recherches Médicales de Franceville, Franceville, Gabon
- MIVEGEC, UMR (IRD 224 - CNRS 5290 - UM1 - UM2), Institut de Recherche pour le Développement, Montpellier, France
| | - Joseph N. Fair
- Global Viral Forecasting, Incorporated, San Francisco, California, United States of America
| | - Deanna Lee
- Department of Laboratory Medicine, University of California, San Francisco, California, United States of America
- UCSF-Abbott Viral Diagnostics and Discovery Center, San Francisco, California, United States of America
| | - Elizabeth Slikas
- Blood Systems Research Institute, San Francisco, California, United States of America
| | - Imke Steffen
- Blood Systems Research Institute, San Francisco, California, United States of America
| | - Jean-Jacques Muyembe
- Institut National de Recherche Biomédicale, Kinshasa, Democratic Republic of the Congo
| | - Taylor Sittler
- Department of Laboratory Medicine, University of California, San Francisco, California, United States of America
- UCSF-Abbott Viral Diagnostics and Discovery Center, San Francisco, California, United States of America
| | - Narayanan Veeraraghavan
- Department of Laboratory Medicine, University of California, San Francisco, California, United States of America
- UCSF-Abbott Viral Diagnostics and Discovery Center, San Francisco, California, United States of America
| | - J. Graham Ruby
- Howard Hughes Medical Institute, Chevy Chase, Maryland, United States of America
- Department of Biochemistry, University of California, San Francisco, California, United States of America
| | - Chunlin Wang
- Department of Biochemistry, Stanford University, Stanford, California, United States of America
| | - Maria Makuwa
- Institut National de Recherche Biomédicale, Kinshasa, Democratic Republic of the Congo
| | - Prime Mulembakani
- Institut National de Recherche Biomédicale, Kinshasa, Democratic Republic of the Congo
| | - Robert B. Tesh
- Department of Pathology, University of Texas Medical Branch, Galveston, Texas, United States of America
| | - Jonna Mazet
- Department of Epidemiology, University of California at Davis, Davis, California, United States of America
| | - Anne W. Rimoin
- Department of Epidemiology, University of California at Los Angeles, Los Angeles, California, United States of America
| | - Travis Taylor
- Global Viral Forecasting, Incorporated, San Francisco, California, United States of America
| | - Bradley S. Schneider
- Global Viral Forecasting, Incorporated, San Francisco, California, United States of America
| | - Graham Simmons
- Blood Systems Research Institute, San Francisco, California, United States of America
| | - Eric Delwart
- Blood Systems Research Institute, San Francisco, California, United States of America
| | - Nathan D. Wolfe
- Global Viral Forecasting, Incorporated, San Francisco, California, United States of America
| | - Charles Y. Chiu
- Department of Laboratory Medicine, University of California, San Francisco, California, United States of America
- UCSF-Abbott Viral Diagnostics and Discovery Center, San Francisco, California, United States of America
- Department of Medicine, Division of Infectious Diseases, University of California, San Francisco, San Francisco, California, United States of America
- * E-mail: (CYC); (EML)
| | - Eric M. Leroy
- Viral Emergent Diseases unit, Centre International de Recherches Médicales de Franceville, Franceville, Gabon
- MIVEGEC, UMR (IRD 224 - CNRS 5290 - UM1 - UM2), Institut de Recherche pour le Développement, Montpellier, France
- * E-mail: (CYC); (EML)
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