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Vicco A, McCormack C, Pedrique B, Ribeiro I, Malavige GN, Dorigatti I. A scoping literature review of global dengue age-stratified seroprevalence data: estimating dengue force of infection in endemic countries. EBioMedicine 2024; 104:105134. [PMID: 38718682 PMCID: PMC11096825 DOI: 10.1016/j.ebiom.2024.105134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Revised: 04/11/2024] [Accepted: 04/12/2024] [Indexed: 05/19/2024] Open
Abstract
BACKGROUND Dengue poses a significant burden worldwide, and a more comprehensive understanding of the heterogeneity in the intensity of dengue transmission within endemic countries is necessary to evaluate the potential impact of public health interventions. METHODS This scoping literature review aimed to update a previous study of dengue transmission intensity by collating global age-stratified dengue seroprevalence data published in the Medline, Embase and Web of Science databases from 2014 to 2023. These data were then utilised to calibrate catalytic models and estimate the force of infection (FOI), which is the yearly per-capita risk of infection for a typical susceptible individual. FINDINGS We found a total of 66 new publications containing 219 age-stratified seroprevalence datasets across 30 endemic countries. Together with the previously available average FOI estimates, there are now more than 250 dengue average FOI estimates obtained from seroprevalence studies from across the world. INTERPRETATION The results show large heterogeneities in average dengue FOI both across and within countries. These new estimates can be used to inform ongoing modelling efforts to improve our understanding of the drivers of the heterogeneity in dengue transmission globally, which in turn can help inform the optimal implementation of public health interventions. FUNDING UK Medical Research Council, Wellcome Trust, Community Jameel, Drugs for Neglected Disease initiative (DNDi) funded by the French Development Agency, Médecins Sans Frontières International; Swiss Agency for Development and Cooperation and UK aid.
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Affiliation(s)
- Anna Vicco
- Department of Molecular Medicine, University of Padua, Padua, Italy; MRC Centre for Global Infectious Disease Analysis, School of Public Health, Jameel Institute, Imperial College London, London, United Kingdom.
| | - Clare McCormack
- MRC Centre for Global Infectious Disease Analysis, School of Public Health, Jameel Institute, Imperial College London, London, United Kingdom
| | - Belen Pedrique
- Drugs for Neglected Diseases Initiative (DNDi), Geneva, Switzerland
| | - Isabela Ribeiro
- Drugs for Neglected Diseases Initiative (DNDi), Geneva, Switzerland
| | | | - Ilaria Dorigatti
- MRC Centre for Global Infectious Disease Analysis, School of Public Health, Jameel Institute, Imperial College London, London, United Kingdom.
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Indu PS, Anish TS, Chintha S, Libu GK, Tony L, Siju NS, Sreekumar E, Santhoshkumar A, Aravind R, Saradadevi KL, Sunija S, Johnson J, Anupriya MG, Mathew T, Reena KJ, Meenakshy V, Namitha P, Kumar NP, Kumari R, Mohamed AJ, Nagpal B, Sarkar S, Sadanandan R, Velayudhan R. The burden of dengue and force of infection among children in Kerala, India; seroprevalence estimates from Government of Kerala-WHO Dengue study. THE LANCET REGIONAL HEALTH. SOUTHEAST ASIA 2024; 22:100337. [PMID: 38482148 PMCID: PMC10934323 DOI: 10.1016/j.lansea.2023.100337] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Revised: 11/09/2023] [Accepted: 11/22/2023] [Indexed: 04/21/2024]
Abstract
Background Dengue shows high geographic heterogeneity within and across endemic countries. In the context of increasing burden and predicted outbreaks due to climate change, understanding the heterogeneity will enable us to develop region specific targeted interventions, including vaccination. World Health Organisation (WHO) suggests standard methodologies to study the burden and heterogeneity at national and subnational levels. Regional studies with robust and standard methodology to capture heterogeneity are scarce. We estimated the seroprevalence of dengue in children aged 9-12 years and the force of infection in Kerala, India, from where Zika cases also have been reported recently. Methods We conducted a school-based cross-sectional survey in 38 clusters; selected by stratified random sampling, representing rural, urban, high burden and low-burden administrative units. Validation of Indirect IgG ELISA was done by Plaque Reduction Neutralization Test (PRNT90) using the local isolates of all four serotypes. Force of infection (FOI) was estimated using the WHO-FOI calculator. We conducted a follow-up survey among a subsample of seronegative children, to estimate the rate of sero-conversion. Results Among 5236 children tested, 1521 were positive for anti-dengue IgG antibody. The overall seroprevalence in the state was 29% (95% CI 24.1-33.9). The validity corrected seroprevalence was 30.9% in the overall sample, 46.9% in Thiruvananthapuram, 26.9% in Kozhikkode and 24.9% in Kollam. Age-specific seroprevalence increased with age; 25.7% at 9 years, 29.5% at 10 years, 30.9% at 11 years and 33.9% at 12 years. Seroprevalence varied widely across clusters (16.1%-71.4%). The estimated force of infection was 3.3/100 person-years and the seroconversion rate was 4.8/100 person-years. 90% of children who tested positive were not aware of dengue infection. All the four serotypes were identified in PRNT and 40% of positive samples had antibodies against multiple serotypes. Interpretation The study validates the WHO methodology for dengue serosurveys and confirms its feasibility in a community setting. The overall seroprevalence in the 9-12 year age group is low to moderate in Kerala; there are regional variations; high burden and low burden clusters co-exist in the same districts. The actual burden of dengue exceeds the reported numbers. Heterogeneity in prevalence, the high proportion of inapparent dengue and the hyperendemic situation suggest the need for region-specific and targeted interventions, including vaccination. Funding World Health Organization.
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Affiliation(s)
- Pillaveetil Sathyadas Indu
- Department of Community Medicine, Govt Medical College, Thiruvananthapuram, Kerala University of Health Sciences, India
| | - Thekkumkara Surendran Anish
- Department of Community Medicine, Govt Medical College, Thiruvananthapuram, Kerala University of Health Sciences, India
| | - Sujatha Chintha
- Department of Community Medicine, Govt Medical College, Thiruvananthapuram, Kerala University of Health Sciences, India
| | - Gnanaseelan Kanakamma Libu
- Department of Community Medicine, Govt Medical College, Thiruvananthapuram, Kerala University of Health Sciences, India
| | - Lawrence Tony
- Department of Community Medicine, Govt Medical College, Thiruvananthapuram, Kerala University of Health Sciences, India
| | - Nalinakshan Sudha Siju
- Department of Community Medicine, Govt Medical College, Thiruvananthapuram, Kerala University of Health Sciences, India
| | - Easwaran Sreekumar
- Molecular Virology Laboratory, Rajiv Gandhi Centre for Biotechnology (RGCB), Thiruvananthapuram, Kerala, India
- Institute of Advanced Virology (IAV), Bio 360 Life Sciences Park, Thonnakkal, Thiruvananthapuram, Kerala, India
| | - Asokan Santhoshkumar
- Department of Paediatrics, Govt Medical College, Thiruvananthapuram, Kerala University of Health Sciences, India
| | - Reghukumar Aravind
- Department of Infectious Diseases, Govt Medical College, Thiruvananthapuram, Kerala University of Health Sciences, India
| | | | | | | | | | | | | | | | - Premaletha Namitha
- Department of Community Medicine, Govt Medical College, Thiruvananthapuram, Kerala University of Health Sciences, India
| | | | | | | | | | | | | | - Raman Velayudhan
- Department of Control of Neglected Tropical Diseases, WHO, Geneva, Switzerland
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Sánchez-González G, Condé R. Mathematical modeling of Dengue virus serotypes propagation in Mexico. PLoS One 2023; 18:e0288392. [PMID: 37450471 PMCID: PMC10348539 DOI: 10.1371/journal.pone.0288392] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Accepted: 06/26/2023] [Indexed: 07/18/2023] Open
Abstract
The Dengue virus (DENV) constitutes a major vector borne virus disease worldwide. Prediction of the DENV spread dynamics, prevalence and infection rates are crucial elements to guide the public health services effort towards meaningful actions. The existence of four DENV serotypes further complicates the virus proliferation forecast. The different serotypes have varying clinical impacts, and the symptomatology of the infection is dependent on the infection history of the patient. Therefore, changes in the prevalent DENV serotype found in one location have a profound impact on the regional public health. The prediction of the spread and intensity of infection of the individual DENV serotypes in specific locations would allow the authorities to plan local pesticide spray to control the vector as well as the purchase of specific antibody therapy. Here we used a mathematical model to predict serotype-specific DENV prevalence and overall case burden in Mexico.
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Affiliation(s)
- Gilberto Sánchez-González
- Centro de Investigación Sobre Enfermedades Infecciosas, Instituto Nacional de Salud Pública, Morelos, México
| | - Renaud Condé
- Centro de Investigación Sobre Enfermedades Infecciosas, Instituto Nacional de Salud Pública, Morelos, México
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Belaunzarán-Zamudio PF, Rincón León HA, Caballero Sosa S, Ruiz E, Nájera Cancino JG, de La Rosa PR, Guerrero Almeida MDL, Powers JH, Beigel JH, Hunsberger S, Trujillo K, Ramos P, Arteaga-Cabello FJ, López-Roblero A, Valdés-Salgado R, Arroyo-Figueroa H, Becerril E, Ruiz-Palacios G. Different epidemiological profiles in patients with Zika and dengue infection in Tapachula, Chiapas in Mexico (2016-2018): an observational, prospective cohort study. BMC Infect Dis 2021; 21:881. [PMID: 34454432 PMCID: PMC8397877 DOI: 10.1186/s12879-021-06520-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2020] [Accepted: 08/02/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The introduction of Zika and chikungunya to dengue hyperendemic regions increased interest in better understanding characteristics of these infections. We conducted a cohort study in Mexico to evaluate the natural history of Zika infection. We describe here the frequency of Zika, chikungunya and dengue virus infections immediately after Zika introduction in Mexico, and baseline characteristics of participants for each type of infection. METHODS Prospective, observational cohort evaluating the natural history of Zika virus infection in the Mexico-Guatemala border area. Patients with fever, rash or both, meeting the modified criteria of PAHO for probable Zika cases were enrolled (June 2016-July 2018) and followed-up for 6 months. We collected data on sociodemographic, environmental exposure, clinical and laboratory characteristics. Diagnosis was established based on viral RNA identification in serum and urine samples using RT-PCR for Zika, chikungunya, and dengue. We describe the baseline sociodemographic and environmental exposure characteristics of participants according to diagnosis, and the frequency of these infections over a two-year period immediately after Zika introduction in Mexico. RESULTS We enrolled 427 participants. Most patients (n = 307, 65.7%) had an acute illness episode with no identified pathogen (UIE), 37 (8%) Zika, 82 (17.6%) dengue, and 1 (0.2%) chikungunya. In 2016 Zika predominated, declined in 2017 and disappeared in 2018; while dengue increased after 2017. Patients with dengue were more likely to be men, younger, and with lower education than those with Zika and UIE. They also reported closer contact with water sources, and with other people diagnosed with dengue. Participants with Zika reported sexual exposure more frequently than people with dengue and UIE. Zika was more likely to be identified in urine while dengue was more likely found in blood in the first seven days of symptoms; but PCR results for both were similar at day 7-14 after symptom onset. CONCLUSIONS During the first 2 years of Zika introduction to this dengue hyper-endemic region, frequency of Zika peaked and fell over a two-year period; while dengue progressively increased with a predominance in 2018. Different epidemiologic patterns between Zika, dengue and UIE were observed. Trial registration Clinical.Trials.gov (NCT02831699).
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Affiliation(s)
- Pablo F Belaunzarán-Zamudio
- Departamento de Infectología, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico.
- National Institute of Allergy and Infectious Diseases, Bethesda, MD, USA.
| | | | - Sandra Caballero Sosa
- Clínica Hospital Dr. Roberto Nettel Flores, Instituto de Seguridad y Servicios Sociales de los Trabajadores del Estado, Tapachula, Chiapas, Mexico
| | - Emilia Ruiz
- Hospital General de Tapachula, Tapachula, Chiapas, Mexico
| | | | | | | | - John H Powers
- Leidos Biomedical Research, Inc., Frederick National Laboratory for Cancer Research, Frederick, MD, USA
| | - John H Beigel
- National Institute of Allergy and Infectious Diseases, Bethesda, MD, USA
| | - Sally Hunsberger
- National Institute of Allergy and Infectious Diseases, Bethesda, MD, USA
| | - Karina Trujillo
- Hospital Regional de Alta Especialidad Ciudad Salud, Tapachula, Chiapas, Mexico
| | - Pilar Ramos
- Departamento de Infectología, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Fernando J Arteaga-Cabello
- Departamento de Infectología, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | | | | | - Hugo Arroyo-Figueroa
- Mexican Emerging Infectious Diseases Clinical Research Network (La Red), Mexico City, Mexico
| | - Eli Becerril
- Mexican Emerging Infectious Diseases Clinical Research Network (La Red), Mexico City, Mexico
| | - Guillermo Ruiz-Palacios
- Departamento de Infectología, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
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Espinoza-Gomez F, Newton-Sanchez OA, Nava-Zavala AH, Zavala-Cerna MG, Rojas-Larios F, Delgado-Enciso I, Martinez-Rizo AB, Lozano-Kasten F. Demographic and climatic factors associated with dengue prevalence in a hyperendemic zone in Mexico: an empirical approach. Trans R Soc Trop Med Hyg 2021; 115:63-73. [PMID: 32911533 DOI: 10.1093/trstmh/traa083] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Revised: 08/07/2020] [Accepted: 08/17/2020] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Many models for predicting dengue epidemics use incidence and short-term changes in climate variables, however, studies in real-life scenarios for correlations of seroprevalence (SP) with long-term climate variables and with integration of socio-economic factors are scarce. Our objective was to analyse the combined correlation between socio-economic and climate variables with the SP of dengue in Mexico. METHODS We performed a seroepidemiological ecological study on the Mexican Pacific coast. Dengue SP was estimated by the presence of immunoglobulin G antibodies in 1278 inhabitants. We implemented multiple correlations with socio-economic, climatic and topographic characteristics using logistic regression, generalized linear models and non-linear regressions. RESULTS Dengue SP was 58%. The age-adjusted correlation was positive with the male sex, while a negative correlation was seen with socio-economic status (SES) and scholl level (SL). The annual temperature showed a positive correlation, while the altitude was negative. It should be noted that these correlations showed a marked 'S' shape in the non-linear model, suggesting three clearly defined scenarios for dengue risk. CONCLUSION Low SES and SL showed an unexpected paradoxical protective effect. Altitude above sea level and annual temperature are the main determinants for dengue in the long term. The identification of three clearly delineated scenarios for transmission could improve the accuracy of predictive models.
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Affiliation(s)
- Francisco Espinoza-Gomez
- Facultad de Medicina, Universidad de Colima, Avenida Universidad 333, Colonia Las Viboras, Colima, Colima, Mexico 28040
| | - Oscar Alberto Newton-Sanchez
- Facultad de Medicina, Universidad de Colima, Avenida Universidad 333, Colonia Las Viboras, Colima, Colima, Mexico 28040
| | - Arnulfo Hernan Nava-Zavala
- Facultad de Medicina Universidad Autonoma de Guadalajara.,Unidad de Investigación Biomédica, Centro Médico Nacional de Occidente, Instituto Mexicano del Seguro Social, Guadalajara, Mexico
| | | | - Fabian Rojas-Larios
- Facultad de Medicina, Universidad de Colima, Avenida Universidad 333, Colonia Las Viboras, Colima, Colima, Mexico 28040
| | - Ivan Delgado-Enciso
- Facultad de Medicina, Universidad de Colima, Avenida Universidad 333, Colonia Las Viboras, Colima, Colima, Mexico 28040
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DeAntonio R, Amaya‐Tapia G, Ibarra‐Nieto G, Huerta G, Damaso S, Guignard A, de Boer M. Incidence of dengue illness in Mexican people aged 6 months to 50 years old: A prospective cohort study conducted in Jalisco. PLoS One 2021; 16:e0250253. [PMID: 33951076 PMCID: PMC8099064 DOI: 10.1371/journal.pone.0250253] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2020] [Accepted: 04/01/2021] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND AND OBJECTIVES The burden of dengue virus (DENV), a mosquito-borne pathogen, remains difficult to assess due to misdiagnosis and underreporting. Moreover, the large proportion of asymptomatic dengue cases impairs comprehensive assessment of its epidemiology even where effective surveillance systems are in place. We conducted a prospective community-based study to assess the incidence of symptomatic dengue cases in Zapopan and neighboring municipalities in the state of Jalisco, Mexico. METHODS Healthy subjects aged 6 months to 50 years living in households located in the Zapopan and neighboring municipalities were enrolled for a 24-month follow-up study (NCT02766088). Serostatus was determined at enrolment and weekly contacts were conducted via phone calls and home visits. Participants had to report any febrile episode lasting for at least two days. Suspected dengue cases were tested by reverse-transcriptase quantitative polymerase chain reaction (RT-qPCR), detection of non-structural protein 1 (NS1), anti-DENV immunoglobulin G and M (IgG and IgM) assays. RESULTS A total of 350 individuals from 87 households were enrolled. The overall seroprevalence of anti-DENV IgG at enrolment was 19.4% (95% confidence interval [CI] 14.5-25.6) with the highest seroprevalence rate observed in the adult group. Over the 27-month study period from July 2016 to September 2018, a total of 18 suspected dengue cases were reported. Four cases were confirmed by RT-qPCR and serotyped as DENV-1. A fifth case was confirmed by the NS1 assay. The 13 remaining suspected cases were tested negative by these assays. Based on the 5 virologically confirmed cases, symptomatic dengue incidence proportion of 1.4% (95%CI 0.5-3.8) was estimated. No severe cases or hospitalizations occurred during the study. CONCLUSION Community-based active surveillance was shown as efficient to detect symptomatic dengue cases. CLINICAL TRIAL REGISTRATION NCT02766088.
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Affiliation(s)
| | - Gerardo Amaya‐Tapia
- Department of Infectious Diseases, Hospital General de Occidente, Zapopan, Mexico
| | | | | | | | | | - Melanie de Boer
- Vaccines, GSK, Rockville, Maryland, United States of America
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Amaya-Larios IY, Martínez-Vega RA, Diaz-Quijano FA, Sarti E, Puentes-Rosas E, Chihu L, Ramos-Castañeda J. Risk of dengue virus infection according to serostatus in individuals from dengue endemic areas of Mexico. Sci Rep 2020; 10:19017. [PMID: 33149151 PMCID: PMC7642410 DOI: 10.1038/s41598-020-75891-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Accepted: 09/30/2020] [Indexed: 11/09/2022] Open
Abstract
The variability in the host immune response directed against dengue virus (DENV) has demonstrated the need to understand the immune response associated with protection in incident infection. The objective was to estimate the association between serostatus and the risk of incident DENV infection. We used a prospective study from 2014 to 2016 in the localities of Axochiapan and Tepalcingo, Morelos, Mexico. We recruited 966 participants, of which, according to their infection history registered were categorized in four groups. To accomplish the objectives of this study, we selected to 400 participants older than 5 years of age were followed for 2.5 years. Blood samples were taken every 6 months to measure serological status and infection by ELISA. In individuals with at least two previous infections the risk of new infection was lower compared to a seronegative group (hazard ratio adjusted 0.49, 95% CI 0.24-0.98), adjusted for age and locality. Therefore, individuals who have been exposed two times or more to a DENV infection have a lower risk of re-infection, thus showing the role of cross-immunity and its association with protection.
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Affiliation(s)
| | - R A Martínez-Vega
- Universidad de Santander, Bucaramanga, Colombia
- Organización Latinoamericana para el Fomento de la Investigación en Salud, Bucaramanga, Colombia
| | - F A Diaz-Quijano
- Faculdade de Saúde Pública, Universidade de São Paulo, São Paulo, Brazil
| | - E Sarti
- Sanofi Pasteur México, CDMX, Mexico
| | | | - L Chihu
- Centro de Investigaciones Sobre Enfermedades Infecciosas, Instituto Nacional de Salud Publica, Av Universidad 655, Santa Maria Ahuacatitlan, 62100, Cuernavaca, Morelos, Mexico
| | - J Ramos-Castañeda
- Centro de Investigaciones Sobre Enfermedades Infecciosas, Instituto Nacional de Salud Publica, Av Universidad 655, Santa Maria Ahuacatitlan, 62100, Cuernavaca, Morelos, Mexico.
- Center for Tropical Diseases, University of Texas-Medical Branch, Galveston, USA.
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Estupiñán Cárdenas MI, Herrera VM, Miranda Montoya MC, Lozano Parra A, Zaraza Moncayo ZM, Flórez García JP, Rodríguez Barraquer I, Villar Centeno LÁ. Heterogeneity of dengue transmission in an endemic area of Colombia. PLoS Negl Trop Dis 2020; 14:e0008122. [PMID: 32925978 PMCID: PMC7571714 DOI: 10.1371/journal.pntd.0008122] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2019] [Revised: 10/19/2020] [Accepted: 02/07/2020] [Indexed: 12/30/2022] Open
Abstract
Population based serological surveys are the gold-standard to quantify dengue (DENV) transmission. The purpose of this study was to estimate the age-specific seroprevalence and the force of infection of DENV in an endemic area of Colombia. Between July and October 2014, we conducted a household based cross-sectional survey among 1.037 individuals aged 2 to 40 years living in 40 randomly selected locations in urban Piedecuesta, Santander, Colombia. In addition, we also enrolled 246 indviduals living in rural "veredas". Participants were asked to answer a questionnaire that included demographic, socioeconomic and environmental questions and to provide a 5 ml blood sample. Sera were tested using the IgG indirect ELISA (Panbio) kit to determine past DENV infection. The overall DENV seroprevalence was 70% (95% CI = 67%-71%), but was significantly higher in urban (81%, 95% CI = 78%-83%) as compared to rural (21%, 95% CI = 17%-27%) locations. Age was a major predictor of seropositivity, consistent with endemic circulation of the virus. Using catalytic models we estimated that on average, 12% (95%CI = 11%-13%) of susceptible individuals living in the city are infected by DENV each year. Beyond age, the only predictor of seropositivity in urban locations was prior history of dengue diagnosed by a physician (aPR 1.15, 95% CI = 0.98-1.35). Among participants living in rural settings, those that reported traveling outside of their vereda were more likely to be seropositive (aPR 3.60, 95%CI = 1.54-8.42) as well as those who were born outside of Santander department (aPR = 2.77, 95%CI = 1.20-6.37). These results are consistent with long term endemic circulation of DENV in Piedecuesta, with large heterogeneities between urban and rural areas located just a few kilometers apart. Design of DENV control interventions, including vaccination, will need to consider this fine scale spatial heterogeneity.
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Affiliation(s)
| | - Víctor Mauricio Herrera
- Grupo de Epidemiología Clínica, Universidad Industrial de Santander, Bucaramanga, Santander, Colombia
| | | | - Anyela Lozano Parra
- Grupo de Epidemiología Clínica, Universidad Industrial de Santander, Bucaramanga, Santander, Colombia
| | | | | | - Isabel Rodríguez Barraquer
- Division of HIV, ID and Global Medicine, Department of Medicine, University of California, San Francisco, San Francisco, California, United States of America
| | - Luis Ángel Villar Centeno
- Grupo de Epidemiología Clínica, Universidad Industrial de Santander, Bucaramanga, Santander, Colombia
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Hunsberger S, Ortega-Villa AM, Powers JH, Rincón León HA, Caballero Sosa S, Ruiz Hernández E, Nájera Cancino JG, Nason M, Lumbard K, Sepulveda J, Guerra de Blas PDC, Ruiz-Palacios G, Belaunzarán-Zamudio PF. Patterns of signs, symptoms, and laboratory values associated with Zika, dengue, and undefined acute illnesses in a dengue endemic region: Secondary analysis of a prospective cohort study in southern Mexico. Int J Infect Dis 2020; 98:241-249. [PMID: 32593623 PMCID: PMC9403947 DOI: 10.1016/j.ijid.2020.06.071] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2020] [Revised: 06/19/2020] [Accepted: 06/20/2020] [Indexed: 11/24/2022] Open
Abstract
OBJECTIVES Dengue and Zika infections cause illnesses with overlapping clinical manifestations. The aim of this study was to explore the association of each of these infections with single or grouped clinical and laboratory parameters. METHODS Clinical and laboratory data were collected prospectively from a cohort of patients seeking care for symptoms meeting the Pan American Health Organization's modified case-definition criteria for probable Zika virus infection. Zika and dengue were diagnosed with RT-PCR. The relationship of clinical characteristics and laboratory data with Zika, dengue, and undefined acute illness (UAI) was examined. RESULTS In the univariate models, localized rash and maculopapular exanthema were associated with Zika infection. Generalized rash, petechiae, and petechial purpuric rash were associated with dengue. Cough and confusion/disorientation were associated with UAI. Platelets were significantly lower in the dengue group. A conditional inference tree model showed poor sensitivity and positive predictive value for individual viral diagnoses. CONCLUSIONS Clusters of signs, symptoms, and laboratory values evaluated in this study could not consistently differentiate Zika or dengue cases from UAI in the clinical setting at the individual patient level. We identified symptoms that are important to Zika and dengue in the univariate analyses, but predictive models were unreliable. Low platelet count was a distinctive feature of dengue.
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Affiliation(s)
- Sally Hunsberger
- National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA.
| | - Ana M Ortega-Villa
- National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - John H Powers
- Clinical Research Directorate, Frederick National Laboratory for Cancer Research, Frederick, MD, USA
| | | | - Sandra Caballero Sosa
- Clínica Hospital Dr. Roberto Nettel Flores, Instituto de Seguridad y Servicios Sociales de los Trabajadores del Estado, Tapachula, Chiapas, Mexico
| | | | | | - Martha Nason
- National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Keith Lumbard
- Clinical Monitoring Research Program Directorate, Frederick National Laboratory for Cancer Research, Frederick, MD, USA
| | - Jesús Sepulveda
- Hospital Regional de Alta Especialidad Ciudad Salud, Tapachula, Mexico
| | | | - Guillermo Ruiz-Palacios
- Departamento de Infectologia, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubiran, Mexico City, Mexico
| | - Pablo F Belaunzarán-Zamudio
- National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA; Departamento de Infectologia, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubiran, Mexico City, Mexico
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