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Mendoza-Cano O, Danis-Lozano R, Trujillo X, Huerta M, Ríos-Silva M, Lugo-Radillo A, Bricio-Barrios JA, Benites-Godínez V, Cuevas-Arellano HB, Uribe-Ramos JM, Solano-Barajas R, Cárdenas Y, Venegas-Ramírez J, Ríos-Bracamontes EF, García-Solórzano LA, Camacho-delaCruz AA, Murillo-Zamora E. Spatial patterns and clustering of dengue incidence in Mexico: Analysis of Moran's index across 2,471 municipalities from 2022 to 2024. PLoS One 2025; 20:e0324754. [PMID: 40403012 PMCID: PMC12097634 DOI: 10.1371/journal.pone.0324754] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2024] [Accepted: 05/01/2025] [Indexed: 05/24/2025] Open
Abstract
Dengue is an increasing public health challenge, with rising cases and expanding distribution. Its complex epidemiology is influenced by climate change, urbanization, and the circulation of multiple viral serotypes. This study aimed to characterize the spatial and temporal (2022-2024) patterns of dengue incidence across 2,471 municipalities in Mexico. Weekly case counts, obtained through the normative epidemiological surveillance system for vector-borne diseases, were used to calculate incidence rates per 100,000 population. Geographic Information Systems were employed to analyze spatial patterns, while Local Moran's I statistic and a k-nearest neighbors spatial weights matrix identified spatial clusters. A total of 622,689 dengue cases were analyzed, with incidence rates rising from 29.4 in 2022 to 279.0 per 100,000 in 2024. Dengue transmission expanded, affecting 38.0% of municipalities in 2022 and 68.6% by 2024 ([Formula: see text] < 0.001). Spatial clustering also increased, with positive clusters increasing from 28 municipalities in 2022-98 in both 2023 and 2024. Moran's I values indicated a peak in spatial autocorrelation in 2023 (I = 0.57). While DENV-2 was the predominant serotype in 2022, DENV-3 became dominant in 2023 and 2024. Over time, high-incidence areas shifted from southern and central regions to the southeast and Pacific coast. These findings suggest the growing burden of dengue in Mexico, driven by rising incidence, expanding geographic distribution, and evolving spatial patterns. A coordinated public health response is needed to mitigate the impact of dengue and prevent its spread to newly affected areas.
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Affiliation(s)
- Oliver Mendoza-Cano
- Facultad de Ingeniería Civil, Universidad de Colima, Coquimatlán, Colima, México
| | - Rogelio Danis-Lozano
- Centro Regional de Investigación en Salud Pública, Instituto Nacional de Salud Pública, Tapachula de Córdova y Ordóñez, Chiapas, México
| | - Xóchitl Trujillo
- Centro Universitario de Investigaciones Biomédicas, Universidad de Colima, Colima, Colima, México
| | - Miguel Huerta
- Centro Universitario de Investigaciones Biomédicas, Universidad de Colima, Colima, Colima, México
| | | | - Agustin Lugo-Radillo
- SECIHTI—Facultad de Medicina y Cirugía, Universidad Autónoma Benito Juárez de Oaxaca, Oaxaca, México
| | | | - Verónica Benites-Godínez
- Coordinación de Educación en Salud, Jefatura de Servicios de Prestaciones Médicas, Instituto Mexicano del Seguro Social, Tepic, Nayarit, México
- Unidad Académica de Medicina, Universidad Autónoma de Nayarit, Tepic, Nayarit, México
| | | | | | - Ramón Solano-Barajas
- Facultad de Ingeniería Civil, Universidad de Colima, Coquimatlán, Colima, México
| | - Yolitzy Cárdenas
- Centro Universitario de Investigaciones Biomédicas, Universidad de Colima, Colima, Colima, México
| | - Jesús Venegas-Ramírez
- Coordinación Auxiliar Médica de Investigación en Salud, Jefatura de Servicios de Prestaciones Médicas, Instituto Mexicano del Seguro Social, Colima, Colima, México
| | - Eder Fernando Ríos-Bracamontes
- Departamento de Medicina Interna, Hospital General de Zona No. 1, Instituto Mexicano del Seguro Social, Villa de Álvarez, Colima, México
| | | | | | - Efrén Murillo-Zamora
- Facultad de Medicina, Universidad de Colima, Colima, Colima, México
- Unidad de Investigación en Epidemiología Clínica, Instituto Mexicano del Seguro Social, Villa de Álvarez, Colima, México
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2
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Perez LJ, Yamaguchi J, Weiss S, Carlos C, Meyer TV, Rodgers MA, Phoompoung P, Suputtamongkol Y, Cloherty GA, Berg MG. Climate, inter-serotype competition and arboviral interactions shape dengue dynamics in Thailand. Commun Biol 2025; 8:601. [PMID: 40216923 PMCID: PMC11992266 DOI: 10.1038/s42003-025-07999-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2024] [Accepted: 03/25/2025] [Indexed: 04/14/2025] Open
Abstract
The incidence and global spread of dengue are reaching alarming levels. Thailand represents a critical disease epicenter and demands an understanding of the environmental and evolutionary pressures that sustain DENV transmission. Unlike most affected countries experiencing recurrent outbreaks of the same serotype or replacement of one serotype for another, Thailand is an ecological niche for all four serotypes. Favorable climate and mosquito vector availability maintain a landscape defined by stable, endemic circulation of genotypes, with minimal genetic variation attributed to sporadic, external introductions. This equilibrium is achieved through inter-serotype competition, characterized by reproductive fitness levels that maintain infections (Re>1) and elevated evolutionary rates ( ~ 10-4), which steadily increase the genetic diversity of each serotype. This conclusion is reinforced by the identification of numerous positively selected mutations, skewed in the direction of non-structural proteins conferring replication and transmission advantages versus those present in structural proteins evading neutralizing antibodies. Precipitous drops in DENV cases following outbreaks of Chikungunya suggest that interactions with other arboviruses also impact DENV dynamics through vector competition, replication inhibition or partial cross-protection. Thailand is a major exporter of DENV cases and novel emergent lineages gaining fitness here are likely to spread internationally. Surveillance is therefore paramount to monitor diversification trends and take measures to avoid the establishment of similar sustained, local transmission in other countries.
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Affiliation(s)
- Lester J Perez
- Infectious Disease Research, Abbott Diagnostics Division, Abbott Laboratories, Abbott Park, Lake Bluff, IL, USA.
- Abbott Pandemic Defense Coalition (APDC), Abbott Park, Lake Bluff, IL, USA.
| | - Julie Yamaguchi
- Infectious Disease Research, Abbott Diagnostics Division, Abbott Laboratories, Abbott Park, Lake Bluff, IL, USA
- Abbott Pandemic Defense Coalition (APDC), Abbott Park, Lake Bluff, IL, USA
| | - Sonja Weiss
- Infectious Disease Research, Abbott Diagnostics Division, Abbott Laboratories, Abbott Park, Lake Bluff, IL, USA
- Abbott Pandemic Defense Coalition (APDC), Abbott Park, Lake Bluff, IL, USA
| | - Christiane Carlos
- Infectious Disease Research, Abbott Diagnostics Division, Abbott Laboratories, Abbott Park, Lake Bluff, IL, USA
- Abbott Pandemic Defense Coalition (APDC), Abbott Park, Lake Bluff, IL, USA
| | - Todd V Meyer
- Infectious Disease Research, Abbott Diagnostics Division, Abbott Laboratories, Abbott Park, Lake Bluff, IL, USA
- Abbott Pandemic Defense Coalition (APDC), Abbott Park, Lake Bluff, IL, USA
| | - Mary A Rodgers
- Infectious Disease Research, Abbott Diagnostics Division, Abbott Laboratories, Abbott Park, Lake Bluff, IL, USA
- Abbott Pandemic Defense Coalition (APDC), Abbott Park, Lake Bluff, IL, USA
| | - Pakpoom Phoompoung
- Faculty of Medicine, Siriraj Hospital Mahidol University, Bangkok, Thailand
| | | | - Gavin A Cloherty
- Infectious Disease Research, Abbott Diagnostics Division, Abbott Laboratories, Abbott Park, Lake Bluff, IL, USA
- Abbott Pandemic Defense Coalition (APDC), Abbott Park, Lake Bluff, IL, USA
| | - Michael G Berg
- Infectious Disease Research, Abbott Diagnostics Division, Abbott Laboratories, Abbott Park, Lake Bluff, IL, USA
- Abbott Pandemic Defense Coalition (APDC), Abbott Park, Lake Bluff, IL, USA
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3
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Magalhães Bronze K, dos Santos UR, Barbosa Costa G, Sevá ADP, Guimarães Kersul M, Sacramento Pinto C, Rego Albuquerque G, Melo Mariano AP, Gadelha SR. The Impact of the COVID-19 Pandemic on the Clinical and Epidemiological Profile of Severe Acute Respiratory Infection in Bahia, Brazil: A Comparative Analysis of Pre- and Post-Pandemic Trends. Viruses 2025; 17:389. [PMID: 40143317 PMCID: PMC11946068 DOI: 10.3390/v17030389] [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: 01/07/2025] [Revised: 02/27/2025] [Accepted: 03/07/2025] [Indexed: 03/28/2025] Open
Abstract
In recent years, the incidence of Severe Acute Respiratory Infection (SARI) has increased due to the emergence of SARS-CoV-2. However, the impact of the COVID-19 pandemic extends beyond mortality rates. Recent analyses suggest that the introduction and spread of SARS-CoV-2 have significantly affected the epidemiology of other key respiratory viruses, such as influenza virus (FLUV), respiratory syncytial virus (RSV), and rhinovirus (RV). These changes raise new questions about the dynamics and incidence of post-COVID-19 respiratory infections, as well as potential alterations in symptom profiles and clinical outcomes. In this study, we analyzed data from the Epidemiological Surveillance Information System of Respiratory Viral Agents (SIVEP-Gripe), established by the Brazilian Ministry of Health, to examine the profile of SARI before and during the COVID-19 pandemic in Brazil. Our data reveal a distinct epidemiological pattern, with a significant decrease in FLUV notifications during the pandemic, accompanied by peaks in RSV and RV cases in late 2020. Additionally, there was a shift in the age distribution of RSV and other viral infections, with individuals infected during the pandemic being older than those infected before the pandemic. Interestingly, the introduction and spread of SARS-CoV-2 in Bahia State resulted in a reduction in the frequency of symptoms associated with non-SARS-CoV-2 SARI, without altering clinical outcomes. Our findings suggest that the circulation of SARS-CoV-2 has contributed to a clinical and epidemiological shift, particularly for FLUV, RSV, and other viruses, marked by a reduction in symptoms such as fever, dyspnea, respiratory distress, and the need for ventilatory support. The underlying mechanisms driving these changes remain unclear. These insights are crucial for public health authorities and policymakers to refine surveillance strategies and enhance control measures for respiratory viruses, particularly those causing SARI.
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Affiliation(s)
- Káriton Magalhães Bronze
- Laboratório de Farmacogenômica e Epidemiologia Molecular, Universidade Estadual de Santa Cruz, Ilhéus 45662-900, Bahia, Brazil; (K.M.B.); (G.R.A.); (A.P.M.M.); (S.R.G.)
- Programa de Pós-Graduação em Ciências da Saúde (PPGCS), Universidade Estadual de Santa Cruz, Ilhéus 45662-900, Bahia, Brazil
| | - Uener Ribeiro dos Santos
- Faculdade Ages de Medicina de Irecê, Colegiado de Ciências Biológicas e da Saúde, Rua Atacadão, Irecê 44900-000, Bahia, Brazil
| | - Galileu Barbosa Costa
- Laboratório de Farmacogenômica e Epidemiologia Molecular, Universidade Estadual de Santa Cruz, Ilhéus 45662-900, Bahia, Brazil; (K.M.B.); (G.R.A.); (A.P.M.M.); (S.R.G.)
| | - Anaiá da Paixão Sevá
- Programa de Pós-Graduação em Ciência Animal (PPGCA), Universidade Estadual de Santa Cruz, Ilhéus 45662-900, Bahia, Brazil; (A.d.P.S.); (M.G.K.)
| | - Maíra Guimarães Kersul
- Programa de Pós-Graduação em Ciência Animal (PPGCA), Universidade Estadual de Santa Cruz, Ilhéus 45662-900, Bahia, Brazil; (A.d.P.S.); (M.G.K.)
| | | | - George Rego Albuquerque
- Laboratório de Farmacogenômica e Epidemiologia Molecular, Universidade Estadual de Santa Cruz, Ilhéus 45662-900, Bahia, Brazil; (K.M.B.); (G.R.A.); (A.P.M.M.); (S.R.G.)
- Programa de Pós-Graduação em Ciência Animal (PPGCA), Universidade Estadual de Santa Cruz, Ilhéus 45662-900, Bahia, Brazil; (A.d.P.S.); (M.G.K.)
| | - Ana Paula Melo Mariano
- Laboratório de Farmacogenômica e Epidemiologia Molecular, Universidade Estadual de Santa Cruz, Ilhéus 45662-900, Bahia, Brazil; (K.M.B.); (G.R.A.); (A.P.M.M.); (S.R.G.)
| | - Sandra Rocha Gadelha
- Laboratório de Farmacogenômica e Epidemiologia Molecular, Universidade Estadual de Santa Cruz, Ilhéus 45662-900, Bahia, Brazil; (K.M.B.); (G.R.A.); (A.P.M.M.); (S.R.G.)
- Programa de Pós-Graduação em Ciências da Saúde (PPGCS), Universidade Estadual de Santa Cruz, Ilhéus 45662-900, Bahia, Brazil
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4
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Bos S, Zambrana JV, Duarte E, Graber AL, Huffaker J, Montenegro C, Premkumar L, Gordon A, Kuan G, Balmaseda A, Harris E. Serotype-specific epidemiological patterns of inapparent versus symptomatic primary dengue virus infections: a 17-year cohort study in Nicaragua. THE LANCET. INFECTIOUS DISEASES 2025; 25:346-356. [PMID: 39489898 PMCID: PMC11864988 DOI: 10.1016/s1473-3099(24)00566-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Revised: 08/09/2024] [Accepted: 08/19/2024] [Indexed: 11/05/2024]
Abstract
BACKGROUND Dengue is the most prevalent mosquito-borne viral disease and a major public health problem worldwide. Most primary infections with the four dengue virus serotypes (DENV1-4) are inapparent; nonetheless, whether the distribution of symptomatic versus inapparent infections by serotype varies remains unknown. Here, we present (1) the evaluation of a DENV1-4 envelope domain III multiplex microsphere-based assay (EDIII-MMBA) to serotype inapparent primary infections and (2) its application leveraging 17 years of prospective sample collection from the Nicaraguan Pediatric Dengue Cohort Study (PDCS). METHODS We analysed primary DENV infections in the PDCS from 2004 to 2022 detected by inhibition ELISA (iELISA) or RT-PCR. First, we evaluated the performance of the EDIII-MMBA for serotyping with samples characterised by RT-PCR or focus reduction neutralisation test. Next, we analysed a subset of inapparent primary DENV infections in the PDCS with the EDIII-MMBA to evaluate the epidemiology of inapparent infections. Remaining infections were inferred using stochastic imputation, taking year and neighbourhood into account. Infection incidence and percentage of inapparent, symptomatic, and severe infections were analysed by serotype. FINDINGS Between Aug 30, 2004, and March 10, 2022, a total of 5931 DENV-naive participants were followed in the PDCS. There were 1626 primary infections (382 symptomatic, 1244 inapparent) detected by iELISA or RT-PCR over the study period. The EDIII-MMBA demonstrated excellent overall accuracy (100%, 95% CI 95·8-100) for serotyping inapparent primary DENV infections when evaluated against gold-standard serotyping methods. Of the 1244 inapparent infections, we analysed 574 (46%) using the EDIII-MMBA. We found that the majority of primary infections were inapparent, with DENV3 exhibiting the highest likelihood of symptomatic (pooled odds ratio compared with DENV1: 2·13, 95% CI 1·28-3·56) and severe (6·75, 2·01-22·62) primary infections, whereas DENV2 was similar to DENV1 in both analyses. Considerable within-year and between-year variation in serotype distribution between symptomatic and inapparent infections and circulation of serotypes undetected in symptomatic cases were observed in multiple years. INTERPRETATION Our study indicates that case surveillance skews the perceived epidemiological footprint of DENV. We reveal a more complex and intricate pattern of serotype distribution in inapparent infections. The substantial differences in infection outcomes by serotype emphasises the need for vaccines with balanced immunogenicity and efficacy across serotypes. FUNDING National Institute of Allergy and Infectious Diseases (National Institutes of Health) and Bill & Melinda Gates Foundation. TRANSLATION For the Spanish translation of the abstract see Supplementary Materials section.
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Affiliation(s)
- Sandra Bos
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | - José Victor Zambrana
- Sustainable Sciences Institute, Managua, Nicaragua; Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - Elias Duarte
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | - Aaron L Graber
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | - Julia Huffaker
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | - Carlos Montenegro
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | - Lakshmanane Premkumar
- Department of Microbiology and Immunology, University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Aubree Gordon
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - Guillermina Kuan
- Sustainable Sciences Institute, Managua, Nicaragua; Centro de Salud Sócrates Flores Vivas, Ministerio de Salud, Managua, Nicaragua
| | - Angel Balmaseda
- Sustainable Sciences Institute, Managua, Nicaragua; Laboratorio Nacional de Virología, Centro Nacional de Diagnóstico y Referencia, Ministerio de Salud, Managua, Nicaragua
| | - Eva Harris
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California, Berkeley, Berkeley, CA, USA.
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5
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Ostrowsky JT, Katzelnick LC, Bourne N, Barrett ADT, Thomas SJ, Diamond MS, Beasley DWC, Harris E, Wilder-Smith A, Leighton T, Mehr AJ, Moua NM, Ulrich AK, Cehovin A, Fay PC, Golding JP, Moore KA, Osterholm MT, Lackritz EM. Zika virus vaccines and monoclonal antibodies: a priority agenda for research and development. THE LANCET. INFECTIOUS DISEASES 2025:S1473-3099(24)00750-3. [PMID: 40024262 DOI: 10.1016/s1473-3099(24)00750-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Revised: 11/06/2024] [Accepted: 11/08/2024] [Indexed: 03/04/2025]
Abstract
The 2015-16 Zika virus epidemic in the Americas drew global attention to Zika virus infection as a cause of microcephaly and Guillain-Barré syndrome. The epidemic highlighted the urgent need for preventive measures, including vaccines and monoclonal antibodies (mAbs). However, nearly 9 years later, no licensed Zika virus vaccines or mAbs are available, leaving the world's populations unprotected from ongoing disease transmission and future epidemics. The current low Zika virus incidence and unpredictability of future outbreaks complicates prospects for evaluation, licensure, and commercial viability of Zika virus vaccines and mAbs. We conducted an extensive review of Zika virus vaccines and mAbs in development, identifying 16 vaccines in phase 1 or phase 2 trials and three mAbs in phase 1 trials, and convened a 2-day meeting of 130 global Zika virus experts to discuss research priorities to advance their development. This Series paper summarises a priority research agenda to address key knowledge gaps and accelerate the licensure of Zika virus vaccines and mAbs for global use.
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Affiliation(s)
- Julia T Ostrowsky
- Center for Infectious Disease Research and Policy, University of Minnesota, Minneapolis, MN, USA
| | - Leah C Katzelnick
- Viral Epidemiology and Immunity Unit, Laboratory of Infectious Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Nigel Bourne
- Sealy Institute for Vaccine Sciences, University of Texas Medical Branch, Galveston, TX, USA; Department of Pediatrics, University of Texas Medical Branch, Galveston, TX, USA
| | - Alan D T Barrett
- Sealy Institute for Vaccine Sciences, University of Texas Medical Branch, Galveston, TX, USA; Department of Pathology, University of Texas Medical Branch, Galveston, TX, USA
| | - Stephen J Thomas
- Department of Microbiology and Immunology, State University of New York (SUNY) Upstate Medical University, Syracuse, NY, USA; Institute for Global Health and Translational Sciences, State University of New York (SUNY) Upstate Medical University, Syracuse, NY, USA
| | - Michael S Diamond
- Department of Pathology and Immunology and Center for Genome Sciences, Lab and Genomic Medicine, Washington University School of Medicine, St Louis, MO, USA
| | - David W C Beasley
- Sealy Institute for Vaccine Sciences, University of Texas Medical Branch, Galveston, TX, USA; Department of Microbiology and Immunology, University of Texas Medical Branch, Galveston, TX, USA
| | - Eva Harris
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California Berkeley, Berkeley, CA, USA
| | - Annelies Wilder-Smith
- Immunization, Vaccines, and Biologicals, World Health Organization, Geneva, Switzerland
| | - Tabitha Leighton
- Center for Infectious Disease Research and Policy, University of Minnesota, Minneapolis, MN, USA
| | - Angela J Mehr
- Center for Infectious Disease Research and Policy, University of Minnesota, Minneapolis, MN, USA
| | - Nicolina M Moua
- Center for Infectious Disease Research and Policy, University of Minnesota, Minneapolis, MN, USA
| | - Angela K Ulrich
- Center for Infectious Disease Research and Policy, University of Minnesota, Minneapolis, MN, USA
| | - Ana Cehovin
- Infectious Disease Strategic Programme, Wellcome Trust, London, UK
| | - Petra C Fay
- Infectious Disease Strategic Programme, Wellcome Trust, London, UK
| | | | - Kristine A Moore
- Center for Infectious Disease Research and Policy, University of Minnesota, Minneapolis, MN, USA
| | - Michael T Osterholm
- Center for Infectious Disease Research and Policy, University of Minnesota, Minneapolis, MN, USA
| | - Eve M Lackritz
- Center for Infectious Disease Research and Policy, University of Minnesota, Minneapolis, MN, USA.
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6
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Herazo MM, Dantas DRS, Silva BB, Costa HPS, Santos ENFN, Moura LFWG, Neto JX, Van Tilburg M, Florean EOPT, Moura AA, Guedes MIF. Transient Expression of Zika NS2B Protein Antigen in Nicotiana benthamiana and Use for Arboviruses Diagnosis. ACS OMEGA 2025; 10:2184-2196. [PMID: 39866622 PMCID: PMC11755152 DOI: 10.1021/acsomega.4c08998] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/01/2024] [Revised: 12/24/2024] [Accepted: 12/31/2024] [Indexed: 01/28/2025]
Abstract
Zika (ZIKV) and Dengue (DENV) viruses are clinically significant due to their severe neurological and hemorrhagic complications. Rapid diagnostics often rely on nonstructural proteins to generate specific antibodies. This study aimed to produce IgG antibodies from the recombinant ZIKV protein and plant-expressed NS2B protein for arbovirus detection in serum and urine samples. The NS2B protein was expressed in Nicotiana benthamiana and purified chromatographically. Validation of recombinant NS2B as an antigen in indirect immunoassays demonstrated 95% sensitivity and 100% specificity in IgM/IgG ELISA tests, enabling effective detection of ZIKV and DENV. Notably, r-ZIKV-NS2B IgG identified positive ZIKV and DENV cases in urine but failed to detect negatives, suggesting limitations in specificity for urine diagnostics. Using urine as a diagnostic medium offers a less invasive and more practical approach, broadening the test applicability. This study utilized patient-derived positive urine samples and healthy samples spiked with an exogenous virus. Findings highlight the potential of the ZIKV-NS2B protein as a robust antigen for arbovirus diagnosis and demonstrate the viability of plant-based systems for antigen production, advancing diagnostics for neglected tropical diseases.
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Affiliation(s)
- Mario
A. M. Herazo
- Laboratory
of Biotechnology and Molecular Biology, Health Sciences Center, State University of Ceara, Fortaleza 60714-903, Brazil
- Federal
University of Ceara, Fortaleza 60355-636, Brazil
| | - Daylana R. S. Dantas
- Laboratory
of Biotechnology and Molecular Biology, Health Sciences Center, State University of Ceara, Fortaleza 60714-903, Brazil
| | - Bruno B. Silva
- Laboratory
of Biotechnology and Molecular Biology, Health Sciences Center, State University of Ceara, Fortaleza 60714-903, Brazil
| | - Helen P. S. Costa
- Laboratory
of Biotechnology and Molecular Biology, Health Sciences Center, State University of Ceara, Fortaleza 60714-903, Brazil
| | - Eduarda N. F. N. Santos
- Laboratory
of Biotechnology and Molecular Biology, Health Sciences Center, State University of Ceara, Fortaleza 60714-903, Brazil
| | - Luiz F. W. G. Moura
- Laboratory
of Biotechnology and Molecular Biology, Health Sciences Center, State University of Ceara, Fortaleza 60714-903, Brazil
| | - João X.
S. Neto
- Laboratory
of Biotechnology and Molecular Biology, Health Sciences Center, State University of Ceara, Fortaleza 60714-903, Brazil
- Federal
University of Ceara, Fortaleza 60355-636, Brazil
| | - Maurício
F. Van Tilburg
- Laboratory
of Biotechnology and Molecular Biology, Health Sciences Center, State University of Ceara, Fortaleza 60714-903, Brazil
- Federal
Rural University of the Semi-Arid, Mossoro 59625-900, Brazil
| | - Eridan O. P. T. Florean
- Laboratory
of Biotechnology and Molecular Biology, Health Sciences Center, State University of Ceara, Fortaleza 60714-903, Brazil
- Federal
University of Ceara, Fortaleza 60355-636, Brazil
| | | | - Maria I. F. Guedes
- Laboratory
of Biotechnology and Molecular Biology, Health Sciences Center, State University of Ceara, Fortaleza 60714-903, Brazil
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7
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Tannis A, Newton S, Rico A, Gonzalez M, Benavides M, Ricaldi JN, Rodriguez H, Zambrano LD, Daza M, Godfred-Cato S, Thomas JD, Acosta J, Maniatis P, Daniels JB, Burkel V, Ailes EC, Valencia D, Gilboa SM, Jamieson DJ, Mercado M, Villanueva JM, Honein MA, Ospina ML, Tong VT. Birth Outcomes Related to Prenatal Zika, Dengue, and Other Flavivirus Infections in the Zika en Embarazadas y Niños Prospective Cohort Study in Colombia. Am J Trop Med Hyg 2024; 111:622-626. [PMID: 38981499 PMCID: PMC11376175 DOI: 10.4269/ajtmh.23-0873] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Accepted: 03/29/2024] [Indexed: 07/11/2024] Open
Abstract
Zika virus (ZIKV) infection in pregnancy is associated with severe abnormalities of the brain and eye and other adverse outcomes. Zika en Embarazadas y Niños was a prospective cohort study conducted in multiple Colombian cities that enrolled pregnant women in their first trimester. Specimens collected from pregnant women (n = 1,519) during February 2017-September 2018 and their infants (n = 1,080) during June 2017-March 2019 were tested for prenatal ZIKV infection by nucleic acid amplification tests or IgM antibody testing. Zika virus infection in pregnancy was present in 3.2% of pregnant women (incidence rate [IR] per 1,000 person-months = 5.9, 95% CI: 4.3-7.8). Presumptive ZIKV infection was present in 0.8% of infants (IR = 1.6, 95% CI: 0.7-2.9). Five percent of infants with prenatal ZIKV exposure or infection presented with Zika-associated abnormalities; 4.7% were small for gestational age. Understanding the risk of ZIKV infection during pregnancy and associated adverse outcomes can help inform counseling efforts.
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Affiliation(s)
- Ayzsa Tannis
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia
- Eagle Global Scientific, LLC, San Antonio, Texas
| | - Suzanne Newton
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Angelica Rico
- Division of Research in Public Health, National Institute of Health, Bogota, Colombia
| | - Maritza Gonzalez
- Division of Research in Public Health, National Institute of Health, Bogota, Colombia
| | - Monica Benavides
- Maternal and Perinatal Research Division, National Institute of Health, Bogota, Colombia
| | - Jessica N Ricaldi
- National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Helena Rodriguez
- Division of Research in Public Health, National Institute of Health, Bogota, Colombia
| | - Laura D Zambrano
- National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Marcela Daza
- Maternal and Perinatal Research Division, National Institute of Health, Bogota, Colombia
| | - Shana Godfred-Cato
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Jennifer D Thomas
- National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, Georgia
| | | | - Panagiotis Maniatis
- National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Jonathan B Daniels
- Office of Readiness and Response, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Veronica Burkel
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia
- Eagle Global Scientific, LLC, San Antonio, Texas
| | - Elizabeth C Ailes
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Diana Valencia
- National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Suzanne M Gilboa
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia
| | | | - Marcela Mercado
- Maternal and Perinatal Research Division, National Institute of Health, Bogota, Colombia
| | - Julie M Villanueva
- National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Margaret A Honein
- National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Martha L Ospina
- Global Health Department, Robert Stempel College of Public Health & Social Work, Florida International University, Miami, Florida
- Department of Health Sciences, Simon Boliviar University, Bogota, Colombia
| | - Van T Tong
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia
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8
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Lapo-Talledo GJ. Dengue hospitalizations and in-hospital mortality changes in trend in Ecuador: a nationwide study from 2015 to 2022. Infect Dis (Lond) 2024; 56:632-643. [PMID: 38618674 DOI: 10.1080/23744235.2024.2341871] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Accepted: 04/08/2024] [Indexed: 04/16/2024] Open
Abstract
OBJECTIVE This study aimed to analyze dengue hospitalizations and in-hospital mortality trends in Ecuador, along with sociodemographic factors influencing adverse outcomes. METHODS This study included 31,616 dengue hospitalizations in Ecuador during 2015-2022, of which 115 (0.36%) died. Data were extracted from national hospital registries. Age adjusted rates were calculated, and for the analysis of changes in trend, a Joinpoint regression was performed. Multivariate binary and multinomial logistic regressions were performed for assessing sociodemographic factors influencing dengue adverse outcomes. RESULTS During 2015-2022, the mean age adjusted dengue hospitalization rate was 22.3 per 100,000 inhabitants with 49.41% annual decrease during 2015-2017 and 31.73% annual increase during 2017-2022 with higher rates in 2020 with 31.61, 2021 with 34.42, and 2022 with 25.81. The mean dengue in-hospital mortality rate was 0.08, mortality rates did not show significant changes during 2015-2022. Higher probability of death was observed in ages ≥50 years and ethnic minorities. People living in rural areas exhibited a 64% higher risk for complicated dengue hospitalization. CONCLUSIONS It was observed as an important accomplishment in Ecuador's ongoing efforts to improve healthcare regarding dengue. 0.36% of dengue hospitalizations ended in death which is below the recommended 1%. The increase in dengue hospitalizations in Ecuador during recent years remains a concern. The COVID-19 pandemic might have influenced dengue prevention and vector control to be neglected leading to an increase in cases.
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Schuab G, Tosta S, Moreno K, Fonseca V, Santos LA, Slavov SN, Kashima S, Ciccozzi M, Lourenço J, Cella E, de Oliveira C, Cavalcanti AC, Junior Alcantara LC, de Bruycker-Nogueira F, Bispo de Filippis AM, Giovanetti M. Exploring the urban arbovirus landscape in Rio de Janeiro, Brazil: transmission dynamics and patterns of disease spread. LANCET REGIONAL HEALTH. AMERICAS 2024; 35:100786. [PMID: 38846808 PMCID: PMC11152967 DOI: 10.1016/j.lana.2024.100786] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Revised: 05/07/2024] [Accepted: 05/13/2024] [Indexed: 06/09/2024]
Abstract
Background This study focuses on urban arboviruses, specifically dengue (DENV), chikungunya (CHIKV), and Zika (ZIKV), which pose a significant public health challenge in Rio de Janeiro state, Southeast Brazil. In our research, we highlight critical findings on the transmission dynamics of these arboviruses in Rio de Janeiro, identifying distinct patterns of disease spread. Methods By combining genomic data with case reports from the Brazilian Ministry of Health, we have analysed the phylogenetics, prevalence and spatial distribution of these endemic viruses within the state. Findings Our results revealed sustained DENV transmission primarily in the northern part of the state, a significant ZIKV epidemic in 2016 affecting all mesoregions, and two major CHIKV outbreaks in 2018 and 2019, predominantly impacting the northern and southern areas. Our analysis suggests an inverse relationship between arboviral case incidence and urban density, with less populous regions experiencing higher transmission rates, potentially attributed to a complex interplay of factors such as the efficacy of vector control measures, environmental conditions, local immunity levels, and human mobility. Furthermore, our investigation unveiled distinct age and gender trends among affected individuals. Notably, dengue cases were predominantly observed in young adults aged 32, while chikungunya cases were more prevalent among individuals over 41. In contrast, cases of ZIKV were concentrated around the 33-year age group. Intriguingly, females accounted for nearly 60% of the cases, suggesting a potential gender-based difference in infection rates. Interpretation Our findings underscore the complexity of arbovirus transmission and the need for interventions tailored to different geographical mesoregions. Enhanced surveillance and genomic sequencing will be essential for a deeper, more nuanced understanding of regional arbovirus dynamics. Identifying potential blind spots within the state will be pivotal for developing and implementing more effective public health strategies, specifically designed to address the unique challenges posed by these viruses throughout the state. Funding This study was supported by the National Institutes of Health USA grant U01 AI151698 for the United World Arbovirus Research Network (UWARN) and the CRP-ICGEB RESEARCH GRANT 2020 Project CRP/BRA20-03.
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Affiliation(s)
- Gabriel Schuab
- Universidade Federal do Rio de Janeiro, Duque de Caxias, Rio de Janeiro, Brazil
- Laboratório de Arbovírus e Vírus Hemorrágicos, Instituto Oswaldo Cruz, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Stephane Tosta
- Programa Interunidades de Pós-Graduação em Bioinformática, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Keldenn Moreno
- Programa Interunidades de Pós-Graduação em Bioinformática, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Vagner Fonseca
- Department of Exact and Earth Sciences, University of the State of Bahia, Salvador, Brazil
| | | | - Svetoslav Nanev Slavov
- Blood Center of Ribeirão Preto, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, São Paulo, Brazil
- Butantan Institute, São Paulo, Brazil
| | - Simone Kashima
- Blood Center of Ribeirão Preto, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, São Paulo, Brazil
| | - Massimo Ciccozzi
- Unit of Medical Statistics and Molecular Epidemiology, Università Campus Bio-Medico di Roma, Rome, Italy
| | - José Lourenço
- Universidade Católica Portuguesa, Faculdade de Medicina, Biomedical Research Center, Lisboa, Portugal
- Climate Amplified Diseases and Epidemics (CLIMADE), Portugal, Europe
| | - Eleonora Cella
- Burnett School of Biomedical Sciences, University of Central Florida, Orlando, FL, 32827, USA
| | - Carla de Oliveira
- Laboratório de Arbovírus e Vírus Hemorrágicos, Instituto Oswaldo Cruz, Rio de Janeiro, Rio de Janeiro, Brazil
| | | | | | | | - Ana Maria Bispo de Filippis
- Laboratório de Arbovírus e Vírus Hemorrágicos, Instituto Oswaldo Cruz, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Marta Giovanetti
- Department of Science and Technology for Humans and the Environment, University of Campus Bio-Medico di Roma, Rome, Italy
- Oswaldo Cruz Institute, Oswaldo Cruz Foundation, Rio de Janeiro, Brazil
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Bos S, Zambrana JV, Duarte EM, Graber AL, Huffaker J, Montenegro C, Premkumar L, Gordon A, Balmaseda A, Harris E. Serotype-Specific Epidemiological Patterns of Inapparent versus Symptomatic Primary Dengue Virus Infections: A 17-year cohort study in Nicaragua. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.04.05.24305281. [PMID: 38633800 PMCID: PMC11023678 DOI: 10.1101/2024.04.05.24305281] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/19/2024]
Abstract
Dengue is the most prevalent mosquito-borne viral disease and a major public health problem worldwide. Most primary infections with the four dengue virus serotypes (DENV1-4) are inapparent; nonetheless, whether the distribution of symptomatic versus inapparent infections by serotype varies remains unknown. Here, we present (1) the evaluation of a multiplex DENV1-4 envelope domain III multiplex microsphere-based assay (EDIII-MMBA) to serotype inapparent primary infections and (2) its application leveraging 17 years of prospective sample collection from the Nicaraguan Pediatric Dengue Cohort Study (PDCS). First, we evaluated the performance of the EDIII-MMBA with samples characterized by RT-PCR or focus reduction neutralization test. Next, we analyzed 46% (N=574) of total inapparent primary DENV infections in the PDCS with the EDIII-MMBA to evaluate the epidemiology of inapparent infections. Remaining infections were inferred using stochastic imputation, taking year and neighborhood into account. Infection incidence and percentage of inapparent, symptomatic, and severe infections were analyzed by serotype. The EDIII-MMBA demonstrated excellent overall accuracy (100%, 95.8-100%) for serotyping symptomatic and inapparent primary DENV infections when evaluated against gold-standard serotyping methods. We found that a significant majority of primary infections were inapparent, with DENV3 exhibiting the highest likelihood of symptomatic and severe primary infections (Pooled OR compared to DENV1 = 2.13, 95% CI 1.28-3.56, and 6.75, 2.01-22.62, respectively), whereas DENV2 was similar to DENV1 in both analyses. Significant within- and between-year variation in serotype distribution between symptomatic and inapparent infections and circulation of serotypes undetected in symptomatic cases were observed in multiple years. Our study indicates that case surveillance skews the perceived epidemiological footprint of DENV. We reveal a more complex and intricate pattern of serotype distribution in inapparent infections. The significant differences in infection outcomes by serotype emphasizes the need for vaccines with balanced immunogenicity and efficacy across serotypes.
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