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Alemán GV, Cerpas C, Juarez JG, Moreira H, Arguello S, Coloma J, Harris E, Gordon A, Bennett SN, Balmaseda Á. Tracking the genetic diversity of SARS-CoV-2 variants in Nicaragua throughout the COVID-19 pandemic. Sci Rep 2025; 15:4817. [PMID: 39924561 PMCID: PMC11808107 DOI: 10.1038/s41598-024-84113-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Accepted: 12/19/2024] [Indexed: 02/11/2025] Open
Abstract
The global circulation of SARS-CoV-2 has been extensively documented; however, the dynamics within Central America, particularly Nicaragua, remain underexplored. This study characterizes the genomic diversity of SARS-CoV-2 in Nicaragua from March 2020 through December 2022, utilizing 1064 genomes obtained via next-generation sequencing. These sequences were selected nationwide and analyzed for variant classification, lineage predominance, and phylogenetic diversity. We employed both Illumina and Oxford Nanopore Technologies for all sequencing procedures. Results indicated a temporal and spatial shift in dominant lineages, initially from B.1 and A.2 in early 2020 to various Omicron subvariants toward the study's end. Significant lineage shifts correlated with changes in COVID-19 positivity rates, underscoring the epidemiological impact of variant dissemination. Comparative analysis with regional data underscored the low diversity of circulating lineages in Nicaragua and their delayed introduction compared to other countries in the Central American region. The study also linked specific viral mutations with hospitalization rates, emphasizing the clinical relevance of genomic surveillance. This research advances the understanding of SARS-CoV-2 evolution in Nicaragua and provides valuable information regarding its genetic diversity for public health officials in Central America. We highlight the critical role of ongoing genomic surveillance in identifying emergent lineages and informing public health strategies.
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Affiliation(s)
| | - Cristhiam Cerpas
- Sustainable Sciences Institute, Managua, Nicaragua
- Laboratorio Nacional de Virología, Centro Nacional de Diagnóstico y Referencia, Ministerio de Salud, Managua, Nicaragua
| | | | | | | | - Josefina Coloma
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | - Eva Harris
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | - Aubree Gordon
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | | | - Ángel Balmaseda
- Sustainable Sciences Institute, Managua, Nicaragua.
- Laboratorio Nacional de Virología, Centro Nacional de Diagnóstico y Referencia, Ministerio de Salud, Managua, Nicaragua.
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Cobey S. Vaccination against rapidly evolving pathogens and the entanglements of memory. Nat Immunol 2024; 25:2015-2023. [PMID: 39384979 DOI: 10.1038/s41590-024-01970-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2024] [Accepted: 08/26/2024] [Indexed: 10/11/2024]
Abstract
Immune memory determines infection risk and responses to future infections and vaccinations over potentially decades of life. Despite its centrality, the dynamics of memory to antigenically variable pathogens remains poorly understood. This Review examines how past exposures shape B cell responses to vaccinations with influenza and SARS-CoV-2. An overriding feature of vaccinations with these pathogens is the recall of primary responses, often termed 'imprinting' or 'original antigenic sin'. These recalled responses can inhibit the generation of new responses unless some incompletely defined conditions are met. Depending on the context, immune memory can increase or decrease the total neutralizing antibody response to variant antigens, with apparent consequences for protection. These effects are easier to measure experimentally than epidemiologically, but there is evidence that both early and recent exposures influence vaccine effectiveness. A few immunological interactions between adaptive immune responses and antigens might explain the seemingly discrepant effects of memory. Overall, the complex observations point to a need for more quantitative approaches to integrate high-dimensional immune data from populations with diverse exposure histories. Such approaches could help identify optimal vaccination strategies against antigenically diverse pathogens.
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Affiliation(s)
- Sarah Cobey
- Department of Ecology and Evolution, University of Chicago, Chicago, IL, USA.
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Hoy G, Maier HE, Kuan G, Sánchez N, López R, Meyers A, Plazaola M, Ojeda S, Balmaseda A, Gordon A. Increased influenza severity in children in the wake of SARS-CoV-2. Influenza Other Respir Viruses 2023; 17:e13178. [PMID: 37492240 PMCID: PMC10363782 DOI: 10.1111/irv.13178] [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: 03/23/2023] [Revised: 07/03/2023] [Accepted: 07/05/2023] [Indexed: 07/27/2023] Open
Abstract
The SARS-CoV-2 pandemic and subsequent interruption of influenza circulation has lowered population immunity to influenza, especially among children with few prepandemic exposures. Using data from a prospective pediatric cohort study based in Managua, Nicaragua, we compared the incidence and severity of influenza A/H3N2 and influenza B/Victoria between 2022 and two prepandemic seasons. We found a higher incidence of A/H3N2 in older children in 2022 compared with pre-2020 and a higher proportion of severe influenza in 2022, primarily among children aged 0-4, suggesting an influence of the SARS-CoV-2 pandemic on influenza incidence and severity in children.
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Affiliation(s)
- Gregory Hoy
- Department of Epidemiology, School of Public HealthUniversity of MichiganAnn ArborMichiganUSA
| | - Hannah E. Maier
- Department of Epidemiology, School of Public HealthUniversity of MichiganAnn ArborMichiganUSA
| | - Guillermina Kuan
- Sustainable Sciences InstituteManaguaNicaragua
- Centro de Salud Sócrates Flores VivasMinistry of HealthManaguaNicaragua
| | | | - Roger López
- Sustainable Sciences InstituteManaguaNicaragua
- Laboratorio Nacional de Virología, Centro Nacional de Diagnóstico y ReferenciaMinistry of HealthManaguaNicaragua
| | - Alyssa Meyers
- Department of Epidemiology, School of Public HealthUniversity of MichiganAnn ArborMichiganUSA
| | | | | | - Angel Balmaseda
- Sustainable Sciences InstituteManaguaNicaragua
- Laboratorio Nacional de Virología, Centro Nacional de Diagnóstico y ReferenciaMinistry of HealthManaguaNicaragua
| | - Aubree Gordon
- Department of Epidemiology, School of Public HealthUniversity of MichiganAnn ArborMichiganUSA
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Hoy G, Maier HE, Kuan G, Sánchez N, López R, Meyers A, Plazaola M, Ojeda S, Balmaseda A, Gordon A. Increased Influenza Severity in Children in the Wake of SARS-CoV-2. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.03.11.23286858. [PMID: 36993385 PMCID: PMC10055452 DOI: 10.1101/2023.03.11.23286858] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/19/2023]
Abstract
The SARS-CoV-2 pandemic and subsequent interruption of influenza circulation has lowered population immunity to influenza, especially among children with few pre-pandemic exposures. We compared the incidence and severity of influenza A/H3N2 and influenza B/Victoria between 2022 and two pre-pandemic seasons and found an increased frequency of severe influenza in 2022.
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Kubale JT, Frutos AM, Balmaseda A, Cerpas C, Saborio S, Ojeda S, Barilla C, Sanchez N, Vasquez G, Moreira H, Shotwell A, Meyers A, Lopez R, Plazaola M, Kuan G, Gordon A. High Co-circulation of Influenza and Severe Acute Respiratory Syndrome Coronavirus 2. Open Forum Infect Dis 2022; 9:ofac642. [PMID: 36519125 PMCID: PMC9745763 DOI: 10.1093/ofid/ofac642] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Accepted: 11/23/2022] [Indexed: 11/29/2022] Open
Abstract
In the first 2 years of the coronavirus disease 2019 pandemic, influenza transmission decreased substantially worldwide, meaning that health systems were not faced with simultaneous respiratory epidemics. In 2022, however, substantial influenza transmission returned to Nicaragua where it co-circulated with severe acute respiratory syndrome coronavirus 2, causing substantial disease burden.
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Affiliation(s)
- John T Kubale
- ICPSR, University of Michigan, Ann Arbor, Michigan, USA
| | - Aaron M Frutos
- School of Public Health, University of Michigan, Ann Arbor, Michigan, USA
| | - Angel Balmaseda
- Centro Nacional de Diagnóstico y Referencia, Ministry of Health, Managua, Nicaragua
- Sustainable Sciences Institute, Managua, Nicaragua
| | - Cristhiam Cerpas
- Centro Nacional de Diagnóstico y Referencia, Ministry of Health, Managua, Nicaragua
- Sustainable Sciences Institute, Managua, Nicaragua
| | - Saira Saborio
- Centro Nacional de Diagnóstico y Referencia, Ministry of Health, Managua, Nicaragua
- Sustainable Sciences Institute, Managua, Nicaragua
| | - Sergio Ojeda
- Sustainable Sciences Institute, Managua, Nicaragua
| | - Carlos Barilla
- Centro Nacional de Diagnóstico y Referencia, Ministry of Health, Managua, Nicaragua
| | - Nery Sanchez
- Sustainable Sciences Institute, Managua, Nicaragua
| | - Gerald Vasquez
- Centro Nacional de Diagnóstico y Referencia, Ministry of Health, Managua, Nicaragua
| | - Hanny Moreira
- Centro Nacional de Diagnóstico y Referencia, Ministry of Health, Managua, Nicaragua
| | - Abigail Shotwell
- School of Public Health, University of Michigan, Ann Arbor, Michigan, USA
| | - Alyssa Meyers
- School of Public Health, University of Michigan, Ann Arbor, Michigan, USA
| | - Roger Lopez
- Centro Nacional de Diagnóstico y Referencia, Ministry of Health, Managua, Nicaragua
- Sustainable Sciences Institute, Managua, Nicaragua
| | | | - Guillermina Kuan
- Sustainable Sciences Institute, Managua, Nicaragua
- Centro de Salud Sócrates Flores Vivas, Ministry of Health, Managua, Nicaragua
| | - Aubree Gordon
- School of Public Health, University of Michigan, Ann Arbor, Michigan, USA
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Hacker K, Kuan G, Vydiswaran N, Chowell‐Puente G, Patel M, Sanchez N, Lopez R, Ojeda S, Lopez B, Mousa J, Maier HE, Balmaseda A, Gordon A. Pediatric burden and seasonality of human metapneumovirus over 5 years in Managua, Nicaragua. Influenza Other Respir Viruses 2022; 16:1112-1121. [PMID: 35965382 PMCID: PMC9530515 DOI: 10.1111/irv.13034] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Revised: 07/26/2022] [Accepted: 07/30/2022] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND Human metapneumovirus (hMPV) is an important cause of pediatric respiratory infection. We leveraged the Nicaraguan Pediatric Influenza Cohort Study (NPICS) to assess the burden and seasonality of symptomatic hMPV infection in children. METHODS NPICS is an ongoing prospective study of children in Managua, Nicaragua. We assessed children for hMPV infection via real-time reverse-transcription polymerase chain reaction (RT-PCR). We used classical additive decomposition analysis to assess the temporal trends, and generalized growth models (GGMs) were used to estimate effective reproduction numbers. RESULTS From 2011 to 2016, there were 564 hMPV symptomatic infections, yielding an incidence rate of 5.74 cases per 100 person-years (95% CI 5.3, 6.2). Children experienced 3509 acute lower respiratory infections (ALRIs), of which 160 (4.6%) were associated with hMPV infection. Children under the age of one had 55% of all symptomatic hMPV infections (62/112) develop into hMPV-associated ALRIs and were five times as likely as children over one to have an hMPV-associated ALRI (rate ratio 5.5 95% CI 4.1, 7.4 p < 0.001). Additionally, symptomatic reinfection with hMPV was common. In total, 87 (15%) of all observed symptomatic infections were detected reinfections. The seasonality of symptomatic hMPV outbreaks varied considerably. From 2011 to 2016, four epidemic periods were observed, following a biennial seasonal pattern. The mean ascending phase of the epidemic periods were 7.7 weeks, with an overall mean estimated reproductive number of 1.2 (95% CI 1.1, 1.4). CONCLUSIONS Symptomatic hMPV infection was associated with substantial burden among children in the first year of life. Timing and frequency of symptomatic hMPV incidence followed biennial patterns.
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Affiliation(s)
- Kathryn Hacker
- School of Public Health, Department of EpidemiologyUniversity of MichiganAnn ArborMichiganUSA
| | - Guillermina Kuan
- Sustainable Sciences InstituteManaguaNicaragua
- Centro de Salud Sócrates Flores VivasMinistry of HealthManaguaNicaragua
| | - Nivea Vydiswaran
- School of Public Health, Department of EpidemiologyUniversity of MichiganAnn ArborMichiganUSA
| | - Gerardo Chowell‐Puente
- School of Public Health, Department of Population Health SciencesGeorgia State UniversityAtlantaGeorgiaUSA
| | - Mayuri Patel
- School of Public Health, Department of EpidemiologyUniversity of MichiganAnn ArborMichiganUSA
| | | | - Roger Lopez
- Sustainable Sciences InstituteManaguaNicaragua
- Laboratorio Nacional de Virología, Centro Nacional de Diagnóstico y ReferenciaMinistry of HealthManaguaNicaragua
| | | | | | - Jarrod Mousa
- College of Veterinary Medicine, Center for Vaccines and ImmunologyUniversity of GeorgiaAthensGeorgiaUSA
- College of Veterinary Medicine, Department of Infectious DiseasesUniversity of GeorgiaAthensGeorgiaUSA
| | - Hannah E. Maier
- School of Public Health, Department of EpidemiologyUniversity of MichiganAnn ArborMichiganUSA
| | - Angel Balmaseda
- Sustainable Sciences InstituteManaguaNicaragua
- Laboratorio Nacional de Virología, Centro Nacional de Diagnóstico y ReferenciaMinistry of HealthManaguaNicaragua
| | - Aubree Gordon
- School of Public Health, Department of EpidemiologyUniversity of MichiganAnn ArborMichiganUSA
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