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Kigen HT, Boru W, Gura Z, Githuka G, Mulembani R, Rotich J, Abdi I, Galgalo T, Githuku J, Obonyo M, Muli R, Njeru I, Langat D, Nsubuga P, Kioko J, Lowther S. A protracted cholera outbreak among residents in an urban setting, Nairobi county, Kenya, 2015. Pan Afr Med J 2020; 36:127. [PMID: 32849982 PMCID: PMC7422748 DOI: 10.11604/pamj.2020.36.127.19786] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2019] [Accepted: 06/03/2020] [Indexed: 11/11/2022] Open
Abstract
Introduction in 2015, a cholera outbreak was confirmed in Nairobi county, Kenya, which we investigated to identify risk factors for infection and recommend control measures. Methods we analyzed national cholera surveillance data to describe epidemiological patterns and carried out a case-control study to find reasons for the Nairobi county outbreak. Suspected cholera cases were Nairobi residents aged >2 years with acute watery diarrhea (>4 stools/≤12 hours) and illness onset 1-14 May 2015. Confirmed cases had Vibrio cholerae isolated from stool. Case-patients were frequency-matched to persons without diarrhea (1:2 by age group, residence), interviewed using standardized questionaires. Logistic regression identified factors associated with case status. Household water was analyzed for fecal coliforms and Escherichia coli. Results during December 2014-June 2015, 4,218 cholera cases including 282 (6.7%) confirmed cases and 79 deaths (case-fatality rate [CFR] 1.9%) were reported from 14 of 47 Kenyan counties. Nairobi county reported 781 (19.0 %) cases (attack rate, 18/100,000 persons), including 607 (78%) hospitalisations, 20 deaths (CFR 2.6%) and 55 laboratory-confirmed cases (7.0%). Seven (70%) of 10 water samples from communal water points had coliforms; one had Escherichia coli. Factors associated with cholera in Nairobi were drinking untreated water (adjusted odds ratio [aOR] 6.5, 95% confidence interval [CI] 2.3-18.8), lacking health education (aOR 2.4, CI 1.1-7.9) and eating food outside home (aOR 2.4, 95% CI 1.2-5.7). Conclusion we recommend safe water, health education, avoiding eating foods prepared outside home and improved sanitation in Nairobi county. Adherence to these practices could have prevented this protacted cholera outbreak.
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Affiliation(s)
- Hudson Taabukk Kigen
- Ministry of Health, Nairobi, Kenya.,Field Epidemiology and Laboratory Training Program, Nairobi, Kenya
| | - Waqo Boru
- Ministry of Health, Nairobi, Kenya.,Field Epidemiology and Laboratory Training Program, Nairobi, Kenya
| | - Zeinab Gura
- Ministry of Health, Nairobi, Kenya.,Field Epidemiology and Laboratory Training Program, Nairobi, Kenya
| | - George Githuka
- Ministry of Health, Nairobi, Kenya.,Field Epidemiology and Laboratory Training Program, Nairobi, Kenya
| | - Robert Mulembani
- Field Epidemiology and Laboratory Training Program, Nairobi, Kenya.,Ministry of Agriculture, Livestock and Fisheries, Nairobi, Kenya
| | - Jacob Rotich
- Ministry of Health, Nairobi, Kenya.,Field Epidemiology and Laboratory Training Program, Nairobi, Kenya
| | - Isack Abdi
- Ministry of Health, Nairobi, Kenya.,Field Epidemiology and Laboratory Training Program, Nairobi, Kenya
| | - Tura Galgalo
- Field Epidemiology and Laboratory Training Program, Nairobi, Kenya.,African Field Epidemiology Network, Nairobi, Kenya
| | - Jane Githuku
- Ministry of Health, Nairobi, Kenya.,Field Epidemiology and Laboratory Training Program, Nairobi, Kenya
| | - Mark Obonyo
- Field Epidemiology and Laboratory Training Program, Nairobi, Kenya.,Ministry of Agriculture, Livestock and Fisheries, Nairobi, Kenya
| | - Raphael Muli
- Department of Health, County Government of Nairobi, Nairobi, Kenya
| | - Ian Njeru
- Ministry of Health, Nairobi, Kenya.,Division of Disease Surveillance and Response, Ministry of Health, Nairobi, Kenya
| | - Daniel Langat
- Ministry of Health, Nairobi, Kenya.,Division of Disease Surveillance and Response, Ministry of Health, Nairobi, Kenya
| | | | | | - Sara Lowther
- US Centers for Disease Control and Prevention, Atlanta, Georgia, USA
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Orimbo EO, Oyugi E, Dulacha D, Obonyo M, Hussein A, Githuku J, Owiny M, Gura Z. Knowledge, attitude and practices on cholera in an arid county, Kenya, 2018: A mixed-methods approach. PLoS One 2020; 15:e0229437. [PMID: 32101587 PMCID: PMC7043758 DOI: 10.1371/journal.pone.0229437] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2019] [Accepted: 02/06/2020] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Cholera remains a public health problem in Kenya despite increased efforts to create awareness. Assessment of knowledge, attitude and practice (KAP) in the community is essential for the planning and implementation of preventive measures. We assessed cholera KAP in a community in Isiolo County, Kenya. METHODS This cross-sectional study involved a mixed-methods approach utilizing a questionnaire survey and focus group discussions (FGDs). Using multistage sampling with household as the secondary sampling unit, interviewers administered structured questionnaires to one respondent aged ≥18 years old per household. We created knowledge score by allotting one point for each correct response, considered any total score ≥ median score as high knowledge score, calculated descriptive statistics and used multivariate logistic regression to examine factors associated with high knowledge score. In FGDs, we randomly selected the participants aged ≥18 years and had lived in Isiolo for >1 year, conducted the FGDs using an interview guide and used content analysis to identify salient emerging themes. RESULTS We interviewed 428 participants (median age = 30 years; Q1 = 25, Q3 = 38) comprising 372 (86.9%) females. Of the 425/428 (99.3%) who had heard about cholera, 311/425 (73.2%) knew that it is communicable. Although 273/428 (63.8%) respondents knew the importance of treating drinking water, only 216/421 (51.3%) treated drinking water. Those with good defecation practice were 209/428 (48.8%). Respondents with high knowledge score were 227/428 (53.0%). Positive attitude (aOR = 2.88, 95% C.I = 1.34-6.20), treating drinking water (aOR = 2.21, 95% C.I = 1.47-3.33), age <36 years (aOR = 1.75, 95% C.I = 1.11-2.74) and formal education (aOR = 1.71, 95% C.I = 1.08-2.68) were independently associated with high knowledge score. FGDs showed poor latrine coverage, inadequate water treatment and socio-cultural beliefs as barriers to cholera prevention and control. CONCLUSIONS There was a high knowledge score on cholera with gaps in preventive practices. We recommend targeted health education to the old and uneducated persons and general strengthening of health education in the community.
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Affiliation(s)
- Erick Otieno Orimbo
- Field Epidemiology and Laboratory Training (FELTP) Kenya, Ministry of Health, Nairobi, Kenya
- County Government of Migori, Migori, Kenya
| | - Elvis Oyugi
- Field Epidemiology and Laboratory Training (FELTP) Kenya, Ministry of Health, Nairobi, Kenya
| | - Diba Dulacha
- Field Epidemiology and Laboratory Training (FELTP) Kenya, Ministry of Health, Nairobi, Kenya
| | - Mark Obonyo
- Field Epidemiology and Laboratory Training (FELTP) Kenya, Ministry of Health, Nairobi, Kenya
| | - Abubakar Hussein
- Field Epidemiology and Laboratory Training (FELTP) Kenya, Ministry of Health, Nairobi, Kenya
- Department of Health, County Government of Isiolo, Isiolo, Kenya
| | - Jane Githuku
- Field Epidemiology and Laboratory Training (FELTP) Kenya, Ministry of Health, Nairobi, Kenya
| | - Maurice Owiny
- Field Epidemiology and Laboratory Training (FELTP) Kenya, Ministry of Health, Nairobi, Kenya
| | - Zeinab Gura
- Field Epidemiology and Laboratory Training (FELTP) Kenya, Ministry of Health, Nairobi, Kenya
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Rebaudet S, Moore S, Rossignol E, Bogreau H, Gaudart J, Normand AC, Laraque MJ, Adrien P, Boncy J, Piarroux R. Epidemiological and molecular forensics of cholera recurrence in Haiti. Sci Rep 2019; 9:1164. [PMID: 30718586 PMCID: PMC6361935 DOI: 10.1038/s41598-018-37706-0] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2018] [Accepted: 12/05/2018] [Indexed: 01/01/2023] Open
Abstract
Cholera has affected Haiti with damping waves of outbreaks since October 2010. However, mechanisms behind disease persistence during lull periods remain poorly understood. By mid 2014, cholera transmission seemed to only persist in the northern part of Haiti. Meanwhile, cholera appeared nearly extinct in the capital, Port-au-Prince, where it eventually exploded in September 2014. This study aimed to determine whether this outbreak was caused by local undetected cases or by re-importation of the disease from the north. Applying an integrated approach between November 2013 and November 2014, we assessed the temporal and spatial dynamics of cholera using routine surveillance data and performed population genetics analyses of 178 Vibrio cholerae O1 clinical isolates. The results suggest that the northern part of the country exhibited a persisting metapopulation pattern with roaming oligoclonal outbreaks that could not be effectively controlled. Conversely, undetected and unaddressed autochthonous low-grade transmission persisted in the Port-au-Prince area, which may have been the source of the acute outbreak in late-2014. Cholera genotyping is a simple but powerful tool to adapt control strategies based on epidemic specificities. In Haiti, these data have already yielded significant progress in cholera surveillance, which is a key component of the strategy to eventually eliminate cholera.
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Affiliation(s)
- Stanislas Rebaudet
- Assistance Publique - Hôpitaux de Marseille, DRCI, Marseille, France. .,Hôpital Européen Marseille, Marseille, France.
| | | | - Emmanuel Rossignol
- Ministry of Public Health and Population, National Public Health Laboratory, Delmas, Haiti
| | - Hervé Bogreau
- Institut de Recherche Biomédicale des Armées, Département des Maladies Infectieuses, Unité de Parasitologie et d'Entomologie, Marseille, France.,Aix Marseille Univ, Institut Hospitalo-Universitaire Méditerranée Infection, VITROME, Marseille, France
| | - Jean Gaudart
- Aix Marseille Univ, APHM, IRD, INSERM, SESSTIM, BioSTIC, Marseille, France
| | - Anne-Cécile Normand
- Sorbonne Université, INSERM, Institut Pierre-Louis d'Epidémiologie et de Santé Publique, AP-HP, Hôpital Pitié-Salpêtrière, F-, 75013, Paris, France
| | - Marie-José Laraque
- Ministry of Public Health and Population, National Public Health Laboratory, Delmas, Haiti
| | - Paul Adrien
- Ministry of Public Health and Population, Directorate of Epidemiology Laboratory and Research, Delmas, Haiti
| | - Jacques Boncy
- Ministry of Public Health and Population, National Public Health Laboratory, Delmas, Haiti
| | - Renaud Piarroux
- Sorbonne Université, INSERM, Institut Pierre-Louis d'Epidémiologie et de Santé Publique, AP-HP, Hôpital Pitié-Salpêtrière, F-, 75013, Paris, France
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Bwire G, Sack DA, Almeida M, Li S, Voeglein JB, Debes AK, Kagirita A, Buyinza AW, Orach CG, Stine OC. Molecular characterization of Vibrio cholerae responsible for cholera epidemics in Uganda by PCR, MLVA and WGS. PLoS Negl Trop Dis 2018; 12:e0006492. [PMID: 29864113 PMCID: PMC6002109 DOI: 10.1371/journal.pntd.0006492] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2017] [Revised: 06/14/2018] [Accepted: 05/03/2018] [Indexed: 12/23/2022] Open
Abstract
Background For almost 50 years sub-Saharan Africa, including Uganda, has experienced several outbreaks due to Vibrio cholerae. Our aim was to determine the genetic relatedness and spread of strains responsible for cholera outbreaks in Uganda. Methodology/Principal findings Sixty-three V. cholerae isolates collected from outbreaks in Uganda between 2014 and 2016 were tested using multiplex polymerase chain reaction (PCR), multi-locus variable number of tandem repeat analysis (MLVA) and whole genome sequencing (WGS). Three closely related MLVA clonal complexes (CC) were identified: CC1, 32% (20/63); CC2, 40% (25/63) and CC3, 28% (18/63). Each CC contained isolates from a different WGS clade. These clades were contained in the third wave of the 7th cholera pandemic strain, two clades were contained in the transmission event (T)10 lineage and other in T13. Analysing the dates and genetic relatedness revealed that V. cholerae genetic lineages spread between districts within Uganda and across national borders. Conclusion The V. cholerae strains showed local and regional transmission within Uganda and the East African region. To prevent, control and eliminate cholera, these countries should implement strong cross-border collaboration and regional coordination of preventive activities. Cholera, an acute diarrheal disease, essentially was eliminated in the western world many decades ago, but has continued to cause many deaths in sub-Saharan Africa, South America and Asia. Cholera diagnosis in most countries in sub-Saharan Africa, including Uganda, is by stool culture, serology and biochemical methods. These testing methods are unable to establish the relatedness, virulence and spread of Vibrio cholerae in region. To determine the spread, relatedness and virulence of V. cholerae responsible for the various cholera outbreaks in Uganda, we used DNA-based testing methods. We tested 63 V. cholerae isolates from samples collected in Uganda from 2014–2016. Our results showed three distinct lineages of genetically related cholera-causing bacteria. These organisms showed internal spread in Uganda and cross-border spread to neighboring countries in East Africa. These findings provide a valuable baseline and help define the context for directing control measures and technologies for cholera prevention in East Africa.
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Affiliation(s)
- Godfrey Bwire
- Ministry of Health Uganda, Department of Community Health, Kampala, Uganda
- * E-mail:
| | - David A. Sack
- Johns Hopkins Bloomberg School of Public Health, Department of International Health, DOVE Project, Baltimore, Maryland United States of America
| | - Mathieu Almeida
- University of Maryland School of Medicine, Department of Epidemiology and Public Health, Baltimore, Maryland, United States of America
| | - Shan Li
- University of Maryland School of Medicine, Department of Epidemiology and Public Health, Baltimore, Maryland, United States of America
| | - Joseph B. Voeglein
- Johns Hopkins Bloomberg School of Public Health, Department of International Health, DOVE Project, Baltimore, Maryland United States of America
| | - Amanda Kay Debes
- Johns Hopkins Bloomberg School of Public Health, Department of International Health, DOVE Project, Baltimore, Maryland United States of America
| | - Atek Kagirita
- Uganda National Health Laboratory Services (UNHS/CPHL), Kampala, Uganda
| | | | | | - O. Colin Stine
- University of Maryland School of Medicine, Department of Epidemiology and Public Health, Baltimore, Maryland, United States of America
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Cowman G, Otipo S, Njeru I, Achia T, Thirumurthy H, Bartram J, Kioko J. Factors associated with cholera in Kenya, 2008-2013. Pan Afr Med J 2017; 28:101. [PMID: 29515719 PMCID: PMC5837167 DOI: 10.11604/pamj.2017.28.101.12806] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2017] [Accepted: 09/24/2017] [Indexed: 11/12/2022] Open
Abstract
INTRODUCTION Kenya experienced widespread cholera outbreaks in 1997-1999 and 2007-2010. The re-emergence of cholera in Kenya in 2015 indicates that cholera remains a public health threat. Understanding past outbreaks is important for preventing future outbreaks. This study investigated the relationship between cholera occurrence in Kenya and various environmental and demographic factors related to water, sanitation, socio-economic status, education, urbanization and availability of health facilities during the time period 2008-2013. METHODS The primary outcome analyzed was the number of cholera cases at the district level, obtained from the Kenya Ministry of Health's national cholera surveillance records. Values of independent variables were obtained from the 2009 Kenya Population and Housing Census and other national surveys. The data were analyzed using a zero-inflated negative binomial regression model. RESULTS Multivariate analysis indicated that the risk of cholera was associated with open defecation, use of unimproved water sources, poverty headcount ratio and the number of health facilities per 100,000 population (p < 0.05). No statistically significant association was found between cholera occurrence and education, percentage of population living in urban areas or population density. CONCLUSION The Sustainable Development Goals and Kenya's blueprint for development, Kenya Vision 2030, call for access to sanitation facilities and clean water for all by 2030. Kenya has made important economic strides in recent years but continues to be affected by diseases like cholera that are associated with low socio-economic status. Further expansion of access to sanitation facilities and clean water is necessary for preventing cholera in Kenya.
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Affiliation(s)
- Gretchen Cowman
- Department of Health Policy and Management, University of North Carolina, Chapel Hill, North Carolina, United States of America
| | - Shikanga Otipo
- Disease Surveillance and Response Unit, Ministry of Health, Nairobi, Kenya
| | - Ian Njeru
- Disease Surveillance and Response Unit, Ministry of Health, Nairobi, Kenya
| | - Thomas Achia
- School of Public Health, University of Witwatersrand, Johannesburg, South Africa
| | - Harsha Thirumurthy
- Department of Health Policy and Management, University of North Carolina, Chapel Hill, North Carolina, United States of America
| | - Jamie Bartram
- The Water Institute, Department of Environmental Sciences and Engineering, University of North Carolina, Chapel Hill, North Carolina, United States of America
| | - Jackson Kioko
- Department of Preventive and Promotive Health, Ministry of Health, Nairobi, Kenya
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Garrine M, Mandomando I, Vubil D, Nhampossa T, Acacio S, Li S, Paulson JN, Almeida M, Domman D, Thomson NR, Alonso P, Stine OC. Minimal genetic change in Vibrio cholerae in Mozambique over time: Multilocus variable number tandem repeat analysis and whole genome sequencing. PLoS Negl Trop Dis 2017; 11:e0005671. [PMID: 28622368 PMCID: PMC5489214 DOI: 10.1371/journal.pntd.0005671] [Citation(s) in RCA: 24] [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: 08/31/2016] [Revised: 06/28/2017] [Accepted: 05/30/2017] [Indexed: 01/05/2023] Open
Abstract
Although cholera is a major public health concern in Mozambique, its transmission patterns remain unknown. We surveyed the genetic relatedness of 75 Vibrio cholerae isolates from patients at Manhiça District Hospital between 2002-2012 and 3 isolates from river using multilocus variable-number tandem-repeat analysis (MLVA) and whole genome sequencing (WGS). MLVA revealed 22 genotypes in two clonal complexes and four unrelated genotypes. WGS revealed i) the presence of recombination, ii) 67 isolates descended monophyletically from a single source connected to Wave 3 of the Seventh Pandemic, and iii) four clinical isolates lacking the cholera toxin gene. This Wave 3 strain persisted for at least eight years in either an environmental reservoir or circulating within the human population. Our data raises important questions related to where these isolates persist and how identical isolates can be collected years apart despite our understanding of high change rate of MLVA loci and the V. cholerae molecular clock.
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Affiliation(s)
- Marcelino Garrine
- Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique
| | - Inácio Mandomando
- Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique
- Instituto Nacional de Saúde (INS), Ministério da Saúde, Maputo, Mozambique
| | - Delfino Vubil
- Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique
| | - Tacilta Nhampossa
- Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique
- Instituto Nacional de Saúde (INS), Ministério da Saúde, Maputo, Mozambique
| | - Sozinho Acacio
- Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique
- Instituto Nacional de Saúde (INS), Ministério da Saúde, Maputo, Mozambique
| | - Shan Li
- Department of Epidemiology and Public Health, University of Maryland Baltimore, Baltimore, Maryland, United States of America
| | - Joseph N. Paulson
- Institute for Applied Computer Sciences, University of Maryland, College Park, Maryland, United States of America
- Department of Biostatistics, Dana-Farber Cancer Institute, Boston, Massachusetts, United States of America
| | - Mathieu Almeida
- Institute for Applied Computer Sciences, University of Maryland, College Park, Maryland, United States of America
| | - Daryl Domman
- Infection Genomics, Wellcome Trust Sanger Instititue, Hinxton, England, United Kingdom
| | - Nicholas R. Thomson
- Infection Genomics, Wellcome Trust Sanger Instititue, Hinxton, England, United Kingdom
| | - Pedro Alonso
- Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique
- ISGlobal Barcelona Ctr. Int. Health Res. (CRESIB), Hospital Clínic / Universitat de Barcelona, Barcelona, Spain
| | - Oscar Colin Stine
- Department of Epidemiology and Public Health, University of Maryland Baltimore, Baltimore, Maryland, United States of America
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Eibach D, Herrera-León S, Gil H, Hogan B, Ehlkes L, Adjabeng M, Kreuels B, Nagel M, Opare D, Fobil JN, May J. Molecular Epidemiology and Antibiotic Susceptibility of Vibrio cholerae Associated with a Large Cholera Outbreak in Ghana in 2014. PLoS Negl Trop Dis 2016; 10:e0004751. [PMID: 27232338 PMCID: PMC4883745 DOI: 10.1371/journal.pntd.0004751] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2016] [Accepted: 05/11/2016] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Ghana is affected by regular cholera epidemics and an annual average of 3,066 cases since 2000. In 2014, Ghana experienced one of its largest cholera outbreaks within a decade with more than 20,000 notified infections. In order to attribute this rise in cases to a newly emerging strain or to multiple simultaneous outbreaks involving multi-clonal strains, outbreak isolates were characterized, subtyped and compared to previous epidemics in 2011 and 2012. METHODOLOGY/PRINCIPAL FINDINGS Serotypes, biotypes, antibiotic susceptibilities were determined for 92 Vibrio cholerae isolates collected in 2011, 2012 and 2014 from Southern Ghana. For a subgroup of 45 isolates pulsed-field gel electrophoresis, multilocus sequence typing and multilocus-variable tandem repeat analysis (MLVA) were performed. Eighty-nine isolates (97%) were identified as ctxB (classical type) positive V. cholerae O1 biotype El Tor and three (3%) isolates were cholera toxin negative non-O1/non-O139 V. cholerae. Among the selected isolates only sulfamethoxazole/trimethoprim resistance was detectable in 2011, while 95% of all 2014 isolates showed resistance towards sulfamethoxazole/trimethoprim, ampicillin and reduced susceptibility to ciprofloxacin. MLVA achieved the highest subtype discrimination, revealing 22 genotypes with one major outbreak cluster in each of the three outbreak years. Apart from those clusters genetically distant genotypes circulate during each annual epidemic. CONCLUSIONS/SIGNIFICANCE This analysis suggests different endemic reservoirs of V. cholerae in Ghana with distinct annual outbreak clusters accompanied by the occurrence of genetically distant genotypes. Preventive measures for cholera transmission should focus on aquatic reservoirs. Rapidly emerging multidrug resistance must be monitored closely.
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Affiliation(s)
- Daniel Eibach
- Bernhard Nocht Institute for Tropical Medicine (BNITM), Hamburg, Germany
- * E-mail:
| | - Silvia Herrera-León
- National Center of Microbiology, Institute of Health Carlos III, Madrid, Spain
| | - Horacio Gil
- National Center of Microbiology, Institute of Health Carlos III, Madrid, Spain
- European Public Health Microbiology Training Programme (EUPHEM), European Centre for Disease Prevention and Control (ECDC), Stockholm, Sweden
| | - Benedikt Hogan
- Bernhard Nocht Institute for Tropical Medicine (BNITM), Hamburg, Germany
- German Center for Infection Research (DZIF), partner site Hamburg-Borstel-Lübeck, Germany
| | - Lutz Ehlkes
- Bernhard Nocht Institute for Tropical Medicine (BNITM), Hamburg, Germany
- German Center for Infection Research (DZIF), partner site Hamburg-Borstel-Lübeck, Germany
| | - Michael Adjabeng
- Ghana Health Service, Disease Surveillance Service, Accra, Ghana
| | - Benno Kreuels
- Bernhard Nocht Institute for Tropical Medicine (BNITM), Hamburg, Germany
- German Center for Infection Research (DZIF), partner site Hamburg-Borstel-Lübeck, Germany
- University Medical Centre Hamburg-Eppendorf (UKE), Hamburg, Germany
| | - Michael Nagel
- Kumasi Centre for Collaborative Research in Tropical Medicine (KCCR), Kumasi, Ghana
| | - David Opare
- Ghana Health Service, National Public Health and Reference Laboratory (NPHRL), Accra, Ghana
| | - Julius N Fobil
- Department of Biological, Environmental and Occupational Health Sciences, School of Public Health, University of Ghana, Accra, Ghana
| | - Jürgen May
- Bernhard Nocht Institute for Tropical Medicine (BNITM), Hamburg, Germany
- German Center for Infection Research (DZIF), partner site Hamburg-Borstel-Lübeck, Germany
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8
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Rashid MU, Almeida M, Azman AS, Lindsay BR, Sack DA, Colwell RR, Huq A, Morris JG, Alam M, Stine OC. Comparison of inferred relatedness based on multilocus variable-number tandem-repeat analysis and whole genome sequencing of Vibrio cholerae O1. FEMS Microbiol Lett 2016; 363:fnw116. [PMID: 27190166 PMCID: PMC4876684 DOI: 10.1093/femsle/fnw116] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/25/2016] [Indexed: 12/19/2022] Open
Abstract
Vibrio cholerae causes cholera, a severe diarrheal disease. Understanding the local genetic diversity and transmission of V. cholerae will improve our ability to control cholera. Vibrio cholerae isolates clustered in genetically related groups (clonal complexes, CC) by multilocus variable tandem-repeat analysis (MLVA) were compared by whole genome sequencing (WGS). Isolates in CC1 had been isolated from two geographical locations. Isolates in a second genetically distinct group, CC2, were isolated only at one location. Using WGS, CC1 isolates from both locations revealed, on average, 43.8 nucleotide differences, while those strains comprising CC2 averaged 19.7 differences. Strains from both MLVA-CCs had an average difference of 106.6. Thus, isolates comprising CC1 were more closely related (P < 10(-6)) to each other than to isolates in CC2. Within a MLVA-CC, after removing all paralogs, alternative alleles were found in all possible combinations on separate chromosomes indicative of recombination within the core genome. Including recombination did not affect the distinctiveness of the MLVA-CCs when measured by WGS. We found that WGS generally reflected the same genetic relatedness of isolates as MLVA, indicating that isolates from the same MLVA-CC shared a more recent common ancestor than isolates from the same location that clustered in a distinct MLVA-CC.
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Affiliation(s)
- Mahamud-Ur Rashid
- School of Medicine, University of Maryland, Baltimore, MD 21201, USA Department of Microbiology, International Centre for Diarrheal Disease Research, Mohakhali, 1212 Dhaka, Bangladesh
| | - Mathieu Almeida
- Center for Bioinformatics and Computational Biology, University of Maryland, Paint Branch Road, College Park, MD 20742, USA
| | - Andrew S Azman
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, North Wolfe Street, Baltimore, MD 21205, USA
| | - Brianna R Lindsay
- School of Medicine, University of Maryland, Baltimore, MD 21201, USA Merck & Co., Philadelphia, PA 19454, USA
| | - David A Sack
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, North Wolfe Street, Baltimore, MD 21205, USA
| | - Rita R Colwell
- Maryland Pathogen Research Institute, College of Chemical and Life Sciences, University of Maryland, College Park, MD 20742, USA
| | - Anwar Huq
- Maryland Pathogen Research Institute, College of Chemical and Life Sciences, University of Maryland, College Park, MD 20742, USA
| | - J Glenn Morris
- Emerging Pathogens Institute, University of Florida, 2055 Mowry Road, Gainesville, FL 32610, USA
| | - Munirul Alam
- Department of Microbiology, International Centre for Diarrheal Disease Research, Mohakhali, 1212 Dhaka, Bangladesh
| | - O Colin Stine
- School of Medicine, University of Maryland, Baltimore, MD 21201, USA
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Evaluation in Cameroon of a Novel, Simplified Methodology to Assist Molecular Microbiological Analysis of V. cholerae in Resource-Limited Settings. PLoS Negl Trop Dis 2016; 10:e0004307. [PMID: 26735969 PMCID: PMC4703203 DOI: 10.1371/journal.pntd.0004307] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2015] [Accepted: 11/25/2015] [Indexed: 12/28/2022] Open
Abstract
Background Vibrio cholerae is endemic in South Asia and Africa where outbreaks of cholera occur widely and are particularly associated with poverty and poor sanitation. Knowledge of the genetic diversity of toxigenic V. cholerae isolates, particularly in Africa, remains scarce. The constraints in improving this understanding is not only the lack of regular cholera disease surveillance, but also the lack of laboratory capabilities in endemic countries to preserve, store and ship isolates in a timely manner. We evaluated the use of simplified sample preservation methods for molecular characterization using multi-locus variable-number tandem-repeat analysis (MLVA) for differentiation of Vibrio cholerae genotypes. Methods and Findings Forty-seven V. cholerae isolates and 18 enriched clinical specimens (e.g. stool specimens after enrichment in broth) from cholera outbreaks in Cameroon were preserved on Whatman filter paper for DNA extraction. The samples were collected from two geographically distinct outbreaks in the Far North of Cameroon (FNC) in June 2014 and October 2014. In addition, a convenience sample of 14 isolates from the Philippines and 8 from Mozambique were analyzed. All 87 DNAs were successfully analyzed including 16 paired samples, one a cultured isolate and the other the enriched specimen from which the isolate was collected. Genotypic results were identical between 15 enriched specimens and their culture isolates and the other pair differed at single locus. Two closely related, but distinct clonal complexes were identified among the Cameroonian specimens from 2014. Conclusions Collecting V. cholerae using simplified laboratory methods in remote and low-resource settings allows for subsequent advanced molecular characterization of V. cholerae O1. These simplified DNA preservation methods identify V. cholerae and make possible timely information regarding the genetic diversity of V. cholerae; our results set the stage for continued molecular epidemiological research to better understand the transmission and dissemination of V. cholerae in Africa and elsewhere worldwide. Cholera, caused by the bacterium Vibrio cholerae, causes an estimated 3–5 million cases every year and more than 100,000 deaths. The highest disease burden is reported from Africa, however, the epidemic potential and transmission patterns among circulating strains is scarcely understood. The challenges of disease surveillance are constrained by the costs associated with laboratory confirmation and sample preservation. To improve the ability to identify the cholera disease burden, to subsequently understand the molecular epidemiology of circulating cholera strains, and to elucidate transmission patterns, we applied simplified collection methodologies to facilitate timely molecular characterization of V. cholerae isolates from Cameroon, Mozambique and the Philippines. Enriched specimens as well as cultured isolates were examined, demonstrating that enriched specimens provide sufficient material for genetic analysis. The results of the genetic analyses did not suggest significant genetic diversity within two distinct outbreaks in Cameroon. The study detected a possible relationship between isolates present in Cameroon and two isolates from Mozambique, two geographically distant nations in Africa. Whole genome sequencing can test whether this hypothesis is correct. Our findings set the stage for surveillance and molecular characterization in these areas to elucidate more fully the relationship and disease transmission patterns.
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Smith AM, Njanpop-Lafourcade BM, Mengel MA, Gessner BD, Sauvageot D, Bidjada B, Miwanda BN, Saliou DM, N’Douba AK, Langa JP, Ismail H, Tau N, Sooka A, Keddy KH. Comparative Characterization of Vibrio cholerae O1 from Five Sub-Saharan African Countries Using Various Phenotypic and Genotypic Techniques. PLoS One 2015; 10:e0142989. [PMID: 26606536 PMCID: PMC4659613 DOI: 10.1371/journal.pone.0142989] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2015] [Accepted: 10/29/2015] [Indexed: 12/17/2022] Open
Abstract
We used standardized methodologies to characterize Vibrio cholerae O1 isolates from Guinea, Democratic Republic of the Congo (DRC), Togo, Côte d’Ivoire and Mozambique. We investigated 257 human isolates collected in 2010 to 2013. DRC isolates serotyped O1 Inaba, while isolates from other countries serotyped O1 Ogawa. All isolates were biotype El Tor and positive for cholera toxin. All isolates showed multidrug resistance but lacked ciprofloxacin resistance. Antimicrobial susceptibility profiles of isolates varied between countries. In particular, the susceptibility profile of isolates from Mozambique (East-Africa) included resistance to ceftriaxone and was distinctly different to the susceptibility profiles of isolates from countries located in West- and Central-Africa. Molecular subtyping of isolates using pulsed-field gel electrophoresis (PFGE) analysis showed a complex relationship among isolates. Some PFGE patterns were unique to particular countries and clustered by country; while other PFGE patterns were shared by isolates from multiple countries, indicating that the same genetic lineage is present in multiple countries. Our data add to a better understanding of cholera epidemiology in Africa.
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Affiliation(s)
- Anthony M. Smith
- Centre for Enteric Diseases, National Institute for Communicable Diseases, Division in the National Health Laboratory Service (NHLS), Johannesburg, South Africa
- Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
- * E-mail:
| | | | | | | | - Delphine Sauvageot
- Agence de Médecine Préventive (AMP), Paris, France
- Institut National d’Hygiène, Lomé, Togo
| | | | - Berthe N. Miwanda
- Institut National de Recherche Biomédicale, Kinshasa, Democratic Republic of Congo
| | | | | | | | - Husna Ismail
- Centre for Enteric Diseases, National Institute for Communicable Diseases, Division in the National Health Laboratory Service (NHLS), Johannesburg, South Africa
- Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Nomsa Tau
- Centre for Enteric Diseases, National Institute for Communicable Diseases, Division in the National Health Laboratory Service (NHLS), Johannesburg, South Africa
- Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Arvinda Sooka
- Centre for Enteric Diseases, National Institute for Communicable Diseases, Division in the National Health Laboratory Service (NHLS), Johannesburg, South Africa
| | - Karen. H. Keddy
- Centre for Enteric Diseases, National Institute for Communicable Diseases, Division in the National Health Laboratory Service (NHLS), Johannesburg, South Africa
- Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
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Rahaman MH, Islam T, Colwell RR, Alam M. Molecular tools in understanding the evolution of Vibrio cholerae. Front Microbiol 2015; 6:1040. [PMID: 26500613 PMCID: PMC4594017 DOI: 10.3389/fmicb.2015.01040] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2015] [Accepted: 09/13/2015] [Indexed: 12/25/2022] Open
Abstract
Vibrio cholerae, the etiological agent of cholera, has been a scourge for centuries. Cholera remains a serious health threat for developing countries and has been responsible for millions of deaths globally over the past 200 years. Identification of V. cholerae has been accomplished using a variety of methods, ranging from phenotypic strategies to DNA based molecular typing and currently whole genomic approaches. This array of methods has been adopted in epidemiological investigations, either singly or in the aggregate, and more recently for evolutionary analyses of V. cholerae. Because the new technologies have been developed at an ever increasing pace, this review of the range of fingerprinting strategies, their relative advantages and limitations, and cholera case studies was undertaken. The task was challenging, considering the vast amount of the information available. To assist the study, key references representative of several areas of research are provided with the intent to provide readers with a comprehensive view of recent advances in the molecular epidemiology of V. cholerae. Suggestions for ways to obviate many of the current limitations of typing techniques are also provided. In summary, a comparative report has been prepared that includes the range from traditional typing to whole genomic strategies.
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Affiliation(s)
- Md Habibur Rahaman
- Department of Biology and Chemistry, North South University, Dhaka Bangladesh
| | - Tarequl Islam
- Enteric and Food Microbiology Lab, Center for Communicable Diseases, International Center for Diarrheal Disease Research, Dhaka Bangladesh
| | - Rita R Colwell
- Maryland Pathogen Research Institute, University of Maryland, College Park, MD USA ; Center for Bioinformatics and Computational Biology, University of Maryland, College Park, MD USA
| | - Munirul Alam
- Enteric and Food Microbiology Lab, Center for Communicable Diseases, International Center for Diarrheal Disease Research, Dhaka Bangladesh
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Hybrid Vibrio cholerae El Tor lacking SXT identified as the cause of a cholera outbreak in the Philippines. mBio 2015; 6:mBio.00047-15. [PMID: 25900650 PMCID: PMC4453562 DOI: 10.1128/mbio.00047-15] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Cholera continues to be a global threat, with high rates of morbidity and mortality. In 2011, a cholera outbreak occurred in Palawan, Philippines, affecting more than 500 people, and 20 individuals died. Vibrio cholerae O1 was confirmed as the etiological agent. Source attribution is critical in cholera outbreaks for proper management of the disease, as well as to control spread. In this study, three V. cholerae O1 isolates from a Philippines cholera outbreak were sequenced and their genomes analyzed to determine phylogenetic relatedness to V. cholerae O1 isolates from recent outbreaks of cholera elsewhere. The Philippines V. cholerae O1 isolates were determined to be V. cholerae O1 hybrid El Tor belonging to the seventh-pandemic clade. They clustered tightly, forming a monophyletic clade closely related to V. cholerae O1 hybrid El Tor from Asia and Africa. The isolates possess a unique multilocus variable-number tandem repeat analysis (MLVA) genotype (12-7-9-18-25 and 12-7-10-14-21) and lack SXT. In addition, they possess a novel 15-kb genomic island (GI-119) containing a predicted type I restriction-modification system. The CTXΦ-RS1 array of the Philippines isolates was similar to that of V. cholerae O1 MG116926, a hybrid El Tor strain isolated in Bangladesh in 1991. Overall, the data indicate that the Philippines V. cholerae O1 isolates are unique, differing from recent V. cholerae O1 isolates from Asia, Africa, and Haiti. Furthermore, the results of this study support the hypothesis that the Philippines isolates of V. cholerae O1 are indigenous and exist locally in the aquatic ecosystem of the Philippines. Genetic characterization and phylogenomics analysis of outbreak strains have proven to be critical for probing clonal relatedness to strains isolated in different geographical regions and over time. Recently, extensive genetic analyses of V. cholerae O1 strains isolated in different countries have been done. However, genome sequences of V. cholerae O1 isolates from the Philippines have not been available for epidemiological investigation. In this study, molecular typing and phylogenetic analysis of Vibrio cholerae isolated from both clinical and environmental samples in 2011 confirmed unique genetic features of the Philippines isolates, which are helpful to understand the global epidemiology of cholera.
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Detection of Vibrio cholerae O1 and O139 in environmental waters of rural Bangladesh: a flow-cytometry-based field trial. Epidemiol Infect 2014; 143:2330-42. [PMID: 25496520 DOI: 10.1017/s0950268814003252] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Presence of Vibrio cholerae serogroups O1 and O139 in the waters of the rural area of Matlab, Bangladesh, was investigated with quantitative measurements performed with a portable flow cytometer. The relevance of this work relates to the testing of a field-adapted measurement protocol that might prove useful for cholera epidemic surveillance and for validation of mathematical models. Water samples were collected from different water bodies that constitute the hydrological system of the region, a well-known endemic area for cholera. Water was retrieved from ponds, river waters, and irrigation canals during an inter-epidemic time period. Each sample was filtered and analysed with a flow cytometer for a fast determination of V. cholerae cells contained in those environments. More specifically, samples were treated with O1- and O139-specific antibodies, which allowed precise flow-cytometry-based concentration measurements. Both serogroups were present in the environmental waters with a consistent dominance of V. cholerae O1. These results extend earlier studies where V. cholerae O1 and O139 were mostly detected during times of cholera epidemics using standard culturing techniques. Furthermore, our results confirm that an important fraction of the ponds' host populations of V. cholerae are able to self-sustain even when cholera cases are scarce. Those contaminated ponds may constitute a natural reservoir for cholera endemicity in the Matlab region. Correlations of V. cholerae concentrations with environmental factors and the spatial distribution of V. cholerae populations are also discussed.
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Kimani RW, Muigai AWT, Sang W, Kiiru JN, Kariuki S. Virulence factors in environmental and clinical Vibrio cholerae from endemic areas in Kenya. Afr J Lab Med 2014; 3:41. [PMID: 29043171 PMCID: PMC5637767 DOI: 10.4102/ajlm.v3i1.41] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2012] [Accepted: 04/09/2013] [Indexed: 11/08/2022] Open
Abstract
BACKGROUND Since 1971, Kenya has had repeated cholera outbreaks. However, the cause of seasonal epidemics of cholera is not fully understood and neither are the factors that drive epidemics, both in Kenya and globally. OBJECTIVES The objectives of the study were to determine the environmental reservoirs of V. cholerae during an interepidemic period in Kenya and to characterise their virulence factors. METHODS One hundred (50 clinical, 50 environmental) samples were tested for V. cholerae isolates using both simplex and multiplex polymerase chain reaction. RESULTS Both sediments and algae from fishing and landing bays yielded isolates of V. cholerae. Clinical strains were characterised along with the environmental strains for comparison. All clinical strains harboured ctxA, tcpA (El Tor), ompU, zot, ace, toxR, hylA (El Tor) and tcpI genes. Prevalence for virulence genes in environmental strains was hylA (El Tor) (10%), toxR (24%), zot (22%), ctxA (12%), tcpI (8%), hylA (26%) and tcpA (12%). CONCLUSION The study sites, including landing bays and beaches, contained environmental V. cholerae, suggesting that these may be reservoirs for frequent epidemics. Improved hygiene and fish-handling techniques will be important in reducing the persistence of reservoirs.
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Affiliation(s)
- Racheal W Kimani
- Institute of Tropical Medicine and Infectious Disease, Jomo Kenyatta University of Agriculture and Technology, Kenya
| | - Anne W T Muigai
- Faculty of Science, Jomo Kenyatta University of Agriculture and Technology, Kenya
| | - Willie Sang
- Centre for Microbiology Research, Kenya Medical Research Institute, Kenya
| | - John N Kiiru
- Centre for Microbiology Research, Kenya Medical Research Institute, Kenya
| | - Samuel Kariuki
- Centre for Microbiology Research, Kenya Medical Research Institute, Kenya
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15
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Mercy N, Mohamed AA, Zipporah N, Chowdhury G, Pazhani GP, Ramamurthy T, Boga HI, Kariuki SM, Joseph O. Phenotypic and genetic characterization of Vibrio cholerae O1 isolated from various regions of Kenya between 2007 and 2010. Pan Afr Med J 2014; 19:8. [PMID: 25584121 PMCID: PMC4286715 DOI: 10.11604/pamj.2014.19.8.2496] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2013] [Accepted: 11/18/2013] [Indexed: 11/24/2022] Open
Abstract
INTRODUCTION Cholera, a disease caused by Vibrio cholerae O1 and O139 remains an important public health problem globally. In the last decade, Kenya has experienced a steady increase of cholera cases. In 2009 alone, 11,769 cases were reported to the Ministry of Public Health and Sanitation. This study sought to describe the phenotypic characteristics of the isolated V. cholerae isolates. METHODS This was a laboratory based cross-sectional study that involved isolates from different cholera outbreaks. Seventy six Vibrio cholerae O1 strains from different geographical areas were used to represent 2007 to 2010 cholera epidemics in Kenya, and were characterized by serotyping, biotyping, polymerase chain r(PCR), pulsed-field gel electrophoresis (PFGE) and ribotyping along with antimicrobial susceptibility testing. RESULTS Seventy six Vibrio cholerae O1 strains from different geographical areas were used to represent 2007 to 2010 cholera epidemics in Kenya. Serotype Inaba was dominant (88.2%) compared to Ogawa. The isolates showed varying levels of antibiotic resistance ranging from 100% susceptible to tetracycline, doxycycline, ofloxacin, azithromycin, norfloxacin and ceftriaxone to 100% resistant to furazolidone, trimethoprim-sulfamethoxazole, polymyxin-B and streptomycin. The isolates were positive for ctxA, tcpA (El Tor), rtxC genes and were biotype El Tor variant harboring classical ctxB gene. All the isolates were classified as cholera toxin (CT) genotype 1 as they had mutation in the ctxB at positions 39 and 68. All the isolates had genetically similar NotI PFGE and BglI ribotype patterns. The absence of any observed variation is consistent with a clonal origin for all of the isolates. CONCLUSION Kenya experienced cholera numerous outbreak from 2007-2010. The clinical Vibrio cholerae O1 isolates from the recent cholera epidemic were serotypes Inaba and Ogawa, Inaba being the predominant serotype. The Vibrio cholerae O1 strains were biotype El Tor variants that produce cholera toxin B (ctx B) of the classical type and were positive for ctxA, tcpA El Tor and rtxC genes.
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Affiliation(s)
- Njeru Mercy
- Field Epidemiology and Laboratory Training Program, Kenya Ministry of Public Health and sanitation, Nairobi, Kenya
| | | | - Ng'ang'a Zipporah
- Jomo Kenyatta University of Agriculture and Technology, Nairobi, Kenya
| | - Goutam Chowdhury
- National Institute for Cholera and Enteric Diseases (NICED), Kolkata, India
| | | | | | - Hamadi I Boga
- Jomo Kenyatta University of Agriculture and Technology, Nairobi, Kenya
| | | | - Oundo Joseph
- Centre for Disease Control (CDC), Nairobi, Kenya
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16
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Horwood PF, Karl S, Mueller I, Jonduo MH, Pavlin BI, Dagina R, Ropa B, Bieb S, Rosewell A, Umezaki M, Siba PM, Greenhill AR. Spatio-temporal epidemiology of the cholera outbreak in Papua New Guinea, 2009-2011. BMC Infect Dis 2014; 14:449. [PMID: 25141942 PMCID: PMC4158135 DOI: 10.1186/1471-2334-14-449] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2014] [Accepted: 08/12/2014] [Indexed: 11/30/2022] Open
Abstract
Background Cholera continues to be a devastating disease in many developing countries where inadequate safe water supply and poor sanitation facilitate spread. From July 2009 until late 2011 Papua New Guinea experienced the first outbreak of cholera recorded in the country, resulting in >15,500 cases and >500 deaths. Methods Using the national cholera database, we analysed the spatio-temporal distribution and clustering of the Papua New Guinea cholera outbreak. The Kulldorff space-time permutation scan statistic, contained in the software package SatScan v9.2 was used to describe the first 8 weeks of the outbreak in Morobe Province before cholera cases spread throughout other regions of the country. Data were aggregated at the provincial level to describe the spread of the disease to other affected provinces. Results Spatio-temporal and cluster analyses revealed that the outbreak was characterized by three distinct phases punctuated by explosive propagation of cases when the outbreak spread to a new region. The lack of road networks across most of Papua New Guinea is likely to have had a major influence on the slow spread of the disease during this outbreak. Conclusions Identification of high risk areas and the likely mode of spread can guide government health authorities to formulate public health strategies to mitigate the spread of the disease through education campaigns, vaccination, increased surveillance in targeted areas and interventions to improve water, sanitation and hygiene. Electronic supplementary material The online version of this article (doi:10.1186/1471-2334-14-449) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Paul F Horwood
- Papua New Guinea Institute of Medical Research, Goroka, Papua New Guinea.
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Haley BJ, Choi SY, Grim CJ, Onifade TJ, Cinar HN, Tall BD, Taviani E, Hasan NA, Abdullah AH, Carter L, Sahu SN, Kothary MH, Chen A, Baker R, Hutchinson R, Blackmore C, Cebula TA, Huq A, Colwell RR. Genomic and phenotypic characterization of Vibrio cholerae non-O1 isolates from a US Gulf Coast cholera outbreak. PLoS One 2014; 9:e86264. [PMID: 24699521 PMCID: PMC3974666 DOI: 10.1371/journal.pone.0086264] [Citation(s) in RCA: 33] [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: 10/03/2012] [Accepted: 12/11/2013] [Indexed: 01/23/2023] Open
Abstract
Between November 2010, and May 2011, eleven cases of cholera, unrelated to a concurrent outbreak on the island of Hispaniola, were recorded, and the causative agent, Vibrio cholerae serogroup O75, was traced to oysters harvested from Apalachicola Bay, Florida. From the 11 diagnosed cases, eight isolates of V. cholerae were isolated and their genomes were sequenced. Genomic analysis demonstrated the presence of a suite of mobile elements previously shown to be involved in the disease process of cholera (ctxAB, VPI-1 and -2, and a VSP-II like variant) and a phylogenomic analysis showed the isolates to be sister taxa to toxigenic V. cholerae V51 serogroup O141, a clinical strain isolated 23 years earlier. Toxigenic V. cholerae O75 has been repeatedly isolated from clinical cases in the southeastern United States and toxigenic V. cholerae O141 isolates have been isolated globally from clinical cases over several decades. Comparative genomics, phenotypic analyses, and a Caenorhabditis elegans model of infection for the isolates were conducted. This analysis coupled with isolation data of V. cholerae O75 and O141 suggests these strains may represent an underappreciated clade of cholera-causing strains responsible for significant disease burden globally.
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Affiliation(s)
- Bradd J. Haley
- Maryland Pathogen Research Institute, University of Maryland, College Park, Maryland, United States of America
| | | | - Christopher J. Grim
- Food and Drug Administration, USFDA/CFSAN/DVA, Laurel, Maryland, United States of America
| | - Tiffiani J. Onifade
- Florida Department of Health Bureau of Environmental Public Health Medicine, Tallahassee, Florida, United States of America
| | - Hediye N. Cinar
- Food and Drug Administration, USFDA/CFSAN/DVA, Laurel, Maryland, United States of America
| | - Ben D. Tall
- Food and Drug Administration, USFDA/CFSAN/DVA, Laurel, Maryland, United States of America
| | - Elisa Taviani
- Maryland Pathogen Research Institute, University of Maryland, College Park, Maryland, United States of America
| | - Nur A. Hasan
- Maryland Pathogen Research Institute, University of Maryland, College Park, Maryland, United States of America
- CosmosID, College Park, Maryland, United States of America
| | | | - Laurenda Carter
- Food and Drug Administration, USFDA/CFSAN/DVA, Laurel, Maryland, United States of America
| | - Surasri N. Sahu
- Food and Drug Administration, USFDA/CFSAN/DVA, Laurel, Maryland, United States of America
| | - Mahendra H. Kothary
- Food and Drug Administration, USFDA/CFSAN/DVA, Laurel, Maryland, United States of America
| | - Arlene Chen
- Maryland Pathogen Research Institute, University of Maryland, College Park, Maryland, United States of America
| | - Ron Baker
- Florida Department of Health Bureau of Public Health Laboratories, Jacksonville, Florida, United States of America
| | - Richard Hutchinson
- Florida Department of Health Bureau of Environmental Public Health Medicine, Tallahassee, Florida, United States of America
| | - Carina Blackmore
- Florida Department of Health Bureau of Environmental Public Health Medicine, Tallahassee, Florida, United States of America
| | - Thomas A. Cebula
- CosmosID, College Park, Maryland, United States of America
- Department of Biology, Johns Hopkins University, Baltimore, Maryland, United States of America
| | - Anwar Huq
- Maryland Pathogen Research Institute, University of Maryland, College Park, Maryland, United States of America
- Maryland Institute for Applied Environmental Health, School of Public Health, University of Maryland, College Park, Maryland, United States of America
| | - Rita R. Colwell
- Maryland Pathogen Research Institute, University of Maryland, College Park, Maryland, United States of America
- CosmosID, College Park, Maryland, United States of America
- University of Maryland Institute for Advanced Computer Studies, University of Maryland, College Park, Maryland, United States of America
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, United States of America
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Liu J, Winstead-Derlega C, Houpt E, Heidkamp R, Pape J, Dillingham R. Pre-earthquake non-epidemic Vibrio cholerae in Haiti. J Infect Dev Ctries 2014; 8:120-2. [PMID: 24423722 PMCID: PMC4193672 DOI: 10.3855/jidc.4524] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2013] [Accepted: 12/11/2013] [Indexed: 10/31/2022] Open
Abstract
INTRODUCTION To our knowledge, there was no record of Vibrio cholerae in Haiti until the 2010 post earthquake outbreak. METHODOLOGY This study describes the analysis of 301 stool samples from 117 infants in Port-au-Prince, Haiti, who participated in a pediatric nutrition study between July 2008 and October 2009. RESULTS Nine samples were identified positive with both SYBR Green and Taqman-MGB probe based molecular assays targeting V. cholerae hlyA and toxR, respectively (Ct = 33-40), but none were O1 or O139. CONCLUSIONS Our results from multiple molecular assays demonstrate the presence of non-O1/O139 V. cholerae DNA in stools collected from nine asymptomatic Haitian infants two years prior to the 2010 earthquake.
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Affiliation(s)
- Jie Liu
- University of Virginia, Charlottesville, VA, USA.
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Saidi SM, Chowdhury N, Awasthi SP, Asakura M, Hinenoya A, Iijima Y, Yamasaki S. Prevalence of Vibrio cholerae O1 El Tor variant in a cholera-endemic zone of Kenya. J Med Microbiol 2014; 63:415-420. [PMID: 24396087 DOI: 10.1099/jmm.0.068999-0] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Since 2007, Kenya has experienced an increase in cholera outbreaks characterized by a high fatality rate. In this study, we characterized 81 Vibrio cholerae isolates from diarrhoeal stool samples in Nyanza, a cholera-endemic lake region of Kenya, for virulence properties, clonality and antibiotic susceptibility. Eighty of these isolates were V. cholerae O1 El Tor variants carrying the classical ctxB gene sequence, while one isolate was V. cholerae non-O1/O139. All of the El Tor variants were of clonal origin, as revealed by PFGE, and were susceptible to ampicillin, tetracycline, ciprofloxacin, fosfomycin, kanamycin and norfloxacin. However, the isolates showed resistance to sulfamethoxazole/trimethoprim and streptomycin, and intermediate resistance to nalidixic acid, chloramphenicol and imipenem. The non-O1/O139 isolate carried the cholix toxin II gene (chxA II) and was susceptible to all antimicrobials tested except ampicillin. We propose that an El Tor variant clone caused the Nyanza cholera outbreak of 2007-2008.
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Affiliation(s)
- Suleiman M Saidi
- Medical Sciences Department, Technical University of Mombasa, Mombasa, Kenya.,International Prevention of Epidemics, Graduate School of Life and Environmental Sciences, Osaka Prefecture University, Osaka, Japan
| | - Nityananda Chowdhury
- International Prevention of Epidemics, Graduate School of Life and Environmental Sciences, Osaka Prefecture University, Osaka, Japan
| | - Sharda P Awasthi
- International Prevention of Epidemics, Graduate School of Life and Environmental Sciences, Osaka Prefecture University, Osaka, Japan
| | - Masahiro Asakura
- International Prevention of Epidemics, Graduate School of Life and Environmental Sciences, Osaka Prefecture University, Osaka, Japan
| | - Atsushi Hinenoya
- International Prevention of Epidemics, Graduate School of Life and Environmental Sciences, Osaka Prefecture University, Osaka, Japan
| | | | - Shinji Yamasaki
- International Prevention of Epidemics, Graduate School of Life and Environmental Sciences, Osaka Prefecture University, Osaka, Japan
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Gu W, Yin J, Yang J, Li C, Chen Y, Yin J, Xu W, Zhao S, Liang J, Jing H, Fu X. Characterization of Vibrio cholerae from 1986 to 2012 in Yunnan Province, southwest China bordering Myanmar. INFECTION GENETICS AND EVOLUTION 2014; 21:1-7. [DOI: 10.1016/j.meegid.2013.10.015] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2013] [Revised: 10/18/2013] [Accepted: 10/18/2013] [Indexed: 10/26/2022]
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Mutonga D, Langat D, Mwangi D, Tonui J, Njeru M, Abade A, Irura Z, Njeru I, Dahlke M. National surveillance data on the epidemiology of cholera in Kenya, 1997-2010. J Infect Dis 2013; 208 Suppl 1:S55-61. [PMID: 24101646 DOI: 10.1093/infdis/jit201] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Kenya has experienced multiple cholera outbreaks since 1971. Cholera remains an issue of major public health importance and one of the 35 priority diseases under Kenya's updated Integrated Disease Surveillance and Response strategy. METHODS We reviewed the cholera surveillance data reported to the World Health Organization and the Kenya Ministry of Public Health and Sanitation from 1997 through 2010 to determine trends in cholera disease for the 14-year period. RESULTS A total of 68 522 clinically suspected cases of cholera and 2641 deaths were reported (overall case-fatality rate [CFR], 3.9%), affecting all regions of the country. Kenya's largest outbreak occurred during 1997-1999, resulting in 26 901 cases and 1362 deaths (CFR, 5.1%). Following a decline in disease occurrence, the country experienced a resurgence of epidemic cholera during 2007-2009 (16 616 cases and 454 deaths; CFR, 2.7%), which declined rapidly to 0 cases. Cases were reported through July 2010, with no cases reported during the second half of the year. About 42% of cases occurred in children aged <15 years. Vibrio cholerae O1, serotype Inaba, was the predominant strain recorded from 2007 through 2010, although serotype Ogawa was also isolated. Recurrent outbreaks have most frequently affected Nairobi, Nyanza, and Coast provinces, as well as remote arid and semiarid regions and refugee camps. DISCUSSION Kenya has experienced substantial amounts of reported cases of cholera during the past 14 years. Recent decreases in cholera case counts may reflect cholera control measures put in place by the National Ministry of Health; confirmation of this theory will require ongoing surveillance.
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Rebaudet S, Sudre B, Faucher B, Piarroux R. Environmental determinants of cholera outbreaks in inland Africa: a systematic review of main transmission foci and propagation routes. J Infect Dis 2013; 208 Suppl 1:S46-54. [PMID: 24101645 DOI: 10.1093/infdis/jit195] [Citation(s) in RCA: 75] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Cholera is generally regarded as the prototypical waterborne and environmental disease. In Africa, available studies are scarce, and the relevance of this disease paradigm is questionable. Cholera outbreaks have been repeatedly reported far from the coasts: from 2009 through 2011, three-quarters of all cholera cases in Africa occurred in inland regions. Such outbreaks are either influenced by rainfall and subsequent floods or by drought- and water-induced stress. Their concurrence with global climatic events has also been observed. In lakes and rivers, aquatic reservoirs of Vibrio cholerae have been evocated. However, the role of these reservoirs in cholera epidemiology has not been established. Starting from inland cholera-endemic areas, epidemics burst and spread to various environments, including crowded slums and refugee camps. Human displacements constitute a major determinant of this spread. Further studies are urgently needed to better understand these complex dynamics, improve water and sanitation efforts, and eliminate cholera from Africa.
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Loharikar A, Briere E, Ope M, Langat D, Njeru I, Gathigi L, Makayotto L, Ismail AM, Thuranira M, Abade A, Amwayi S, Omolo J, Oundo J, De Cock KM, Breiman RF, Ayers T, Mintz E, O'Reilly CE. A national cholera epidemic with high case fatality rates--Kenya 2009. J Infect Dis 2013; 208 Suppl 1:S69-77. [PMID: 24101648 DOI: 10.1093/infdis/jit220] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Cholera remains endemic in sub-Saharan Africa. We characterized the 2009 cholera outbreaks in Kenya and evaluated the response. METHODS We analyzed surveillance data and estimated case fatality rates (CFRs). Households in 2 districts, East Pokot (224 cases; CFR = 11.7%) and Turkana South (1493 cases; CFR = 1.0%), were surveyed. We randomly selected 15 villages and 8 households per village in each district. Healthcare workers at 27 health facilities (HFs) were surveyed in both districts. RESULTS In 2009, cholera outbreaks caused a reported 11 425 cases and 264 deaths in Kenya. Data were available from 44 districts for 6893 (60%) cases. District CFRs ranged from 0% to 14.3%. Surveyed household respondents (n = 240) were aware of cholera (97.5%) and oral rehydration solution (ORS) (87.9%). Cholera deaths were reported more frequently from East Pokot (n = 120) than Turkana South (n = 120) households (20.7% vs. 12.3%). The average travel time to a HF was 31 hours in East Pokot compared with 2 hours in Turkana South. Fewer respondents in East Pokot (9.8%) than in Turkana South (33.9%) stated that ORS was available in their village. ORS or intravenous fluid shortages occurred in 20 (76.9%) surveyed HFs. CONCLUSIONS High CFRs in Kenya are related to healthcare access disparities, including availability of rehydration supplies.
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Affiliation(s)
- Anagha Loharikar
- Epidemic Intelligence Service, Office of Workforce and Career Development
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Maskery B, DeRoeck D, Levin A, Kim YE, Wierzba TF, Clemens JD. Strategy, Demand, Management, and Costs of an International Cholera Vaccine Stockpile. J Infect Dis 2013; 208 Suppl 1:S15-22. [DOI: 10.1093/infdis/jit233] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Kiiru J, Mutreja A, Mohamed AA, Kimani RW, Mwituria J, Sanaya RO, Muyodi J, Revathi G, Parkhill J, Thomson N, Dougan G, Kariuki S. A study on the geophylogeny of clinical and environmental Vibrio cholerae in Kenya. PLoS One 2013; 8:e74829. [PMID: 24066154 PMCID: PMC3774669 DOI: 10.1371/journal.pone.0074829] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2013] [Accepted: 08/06/2013] [Indexed: 12/13/2022] Open
Abstract
Cholera remains a significant public health challenge in many sub-Saharan countries including Kenya. We have performed a combination of phylogenetic and phenotypic analysis based on whole genome DNA sequences derived from 40 environmental and 57 clinical V. cholerae from different regions of Kenya isolated between 2005 and 2010. Some environmental and all clinical isolates mapped back onto wave three of the monophyletic seventh pandemic V. cholerae El Tor phylogeny but other environmental isolates were phylogenetically very distinct. Thus, the genomes of the Kenyan V. cholerae O1 El Tor isolates are clonally related to other El Tor V. cholerae isolated elsewhere in the world and similarly harbour antibiotic resistance-associated STX elements. Further, the Kenyan O1 El Tor isolates fall into two distinct clades that may have entered Kenya independently.
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Affiliation(s)
- John Kiiru
- Centre for Microbiology Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Ankur Mutreja
- Wellcome Trust Sanger Institute, Hinxton, Cambridge, United Kingdom
| | | | - Racheal W. Kimani
- Centre for Microbiology Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Joyce Mwituria
- Centre for Microbiology Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Robert Onsare Sanaya
- Centre for Microbiology Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Jane Muyodi
- Centre for Microbiology Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Gunturu Revathi
- Division of Microbiology, Department of Pathology, Aga Khan University Hospital, Nairobi, Kenya
| | - Julian Parkhill
- Wellcome Trust Sanger Institute, Hinxton, Cambridge, United Kingdom
| | - Nicholas Thomson
- Wellcome Trust Sanger Institute, Hinxton, Cambridge, United Kingdom
| | - Gordon Dougan
- Wellcome Trust Sanger Institute, Hinxton, Cambridge, United Kingdom
| | - Samuel Kariuki
- Centre for Microbiology Research, Kenya Medical Research Institute, Nairobi, Kenya
- Wellcome Trust Sanger Institute, Hinxton, Cambridge, United Kingdom
- * E-mail:
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Maina AN, Mwaura FB, Oyugi J, Goulding D, Toribio AL, Kariuki S. Characterization of Vibrio cholerae bacteriophages isolated from the environmental waters of the Lake Victoria region of Kenya. Curr Microbiol 2013; 68:64-70. [PMID: 23982202 PMCID: PMC4173113 DOI: 10.1007/s00284-013-0447-x] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2013] [Accepted: 07/23/2013] [Indexed: 12/11/2022]
Abstract
Over the last decade, cholera outbreaks have become common in some parts of Kenya. The most recent cholera outbreak occurred in Coastal and Lake Victoria region during January 2009 and May 2010, where a total of 11,769 cases and 274 deaths were reported by the Ministry of Public Health and Sanitation. The objective of this study is to isolate Vibriocholerae bacteriophages from the environmental waters of the Lake Victoria region of Kenya with potential for use as a biocontrol for cholera outbreaks. Water samples from wells, ponds, sewage effluent, boreholes, rivers, and lakes of the Lake Victoria region of Kenya were enriched for 48 h at 37 °C in broth containing a an environmental strain of V.cholerae. Bacteriophages were isolated from 5 out of the 42 environmental water samples taken. Isolated phages produced tiny, round, and clear plaques suggesting that these phages were lytic to V. cholerae. Transmission electron microscope examination revealed that all the nine phages belonged to the family Myoviridae, with typical icosahedral heads, long contractile tails, and fibers. Head had an average diameter of 88.3 nm and tail of length and width 84.9 and 16.1 nm, respectively. Vibriophages isolated from the Lake Victoria region of Kenya have been characterized and the isolated phages may have a potential to be used as antibacterial agents to control pathogenic V.cholerae bacteria in water reservoirs.
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Kaddumukasa M, Nsubuga D, Muyodi FJ. Occurence of Culturable
Vibrio cholerae
from Lake Victoria, and Rift Valley Lakes Albert and George, Uganda. ACTA ACUST UNITED AC 2013. [DOI: 10.1111/lre.12009] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Martha Kaddumukasa
- Department of Biological Sciences, College of Natural Sciences, Makerere University, Kampala, Uganda
| | - David Nsubuga
- Department of Biological Sciences, College of Natural Sciences, Makerere University, Kampala, Uganda
| | - Fredrick J. Muyodi
- Department of Biological Sciences, College of Natural Sciences, Makerere University, Kampala, Uganda
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Stine OC, Morris JG. Circulation and transmission of clones of Vibrio cholerae during cholera outbreaks. Curr Top Microbiol Immunol 2013; 379:181-93. [PMID: 24407776 DOI: 10.1007/82_2013_360] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Cholera is still a major public health problem. The underlying bacterial pathogen Vibrio cholerae (V. cholerae) is evolving and some of its mutations have set the stage for outbreaks. After V. cholerae acquired the mobile elements VSP I & II, the El Tor pandemic began and spread across the tropics. The replacement of the O1 serotype encoding genes with the O139 encoding genes triggered an outbreak that swept across the Indian subcontinent. The sxt element generated a third selective sweep and most recently a fourth sweep was associated with the exchange of the El Tor ctx allele for a classical ctx allele in the El Tor background. In Kenya, variants of this fourth selective sweep have differentiated and become endemic residing in and emerging from environmental reservoirs. On a local level, studies in Bangladesh have revealed that outbreaks may arise from a nonrandom subset of the genetic lineages in the environment and as the population of the pathogen expands, many novel mutations may be found increasing the amount of genetic variation, a phenomenon known as a founder flush. In Haiti, after the initial invasion and expansion of V. cholerae in 2010, a second outbreak occurred in the winter of 2011-2012 driven by natural selection of specific mutations.
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Affiliation(s)
- O Colin Stine
- Department of Epidemiology and Public Health, University of Maryland, 596 Howard Hall, 660 W. Redwood St., Baltimore, MD, 21201, USA,
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Geographically selective assortment of cycles in pandemics: meta-analysis of data collected by Chizhevsky. Epidemiol Infect 2012; 141:2173-84. [PMID: 23228468 DOI: 10.1017/s0950268812002804] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
In the incidence patterns of cholera, diphtheria and croup during the past when they were of epidemic proportions, we document a set of cycles (periods), one of which was reported and discussed by A. L. Chizhevsky in the same data with emphasis on the mirroring in human disease of the ~11-year sunspot cycle. The data in this study are based on Chizhevsky’s book The Terrestrial Echo of Solar Storms and on records from the World Health Organization. For meta-analysis, we used the extended linear and nonlinear cosinor. We found a geographically selective assortment of various cycles characterizing the epidemiology of infections, which is the documented novel topic of this paper, complementing the earlier finding in the 21st century or shortly before, of a geographically selective assortment of cycles characterizing human sudden cardiac death. Solar effects, if any, interact with geophysical processes in contributing to this assortment.
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