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Kamadjeu R, Okunromade O, Lawal BB, Gadanya M, Suwaid SA, Blanco EC, Adetifa I, Kelvin EA. Diphtheria transmission dynamics - Unveiling generation time and reproduction numbers from the 2022-2023 outbreak in Kano state, Nigeria. Infect Dis Model 2025; 10:680-690. [PMID: 40034428 PMCID: PMC11875682 DOI: 10.1016/j.idm.2025.02.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2024] [Revised: 01/26/2025] [Accepted: 02/11/2025] [Indexed: 03/05/2025] Open
Abstract
Background Diphtheria, caused by Corynebacterium diphtheriae, remains a serious public health threat in areas with low vaccination coverage, despite global declines due to widespread immunization and improved clinical management. A major outbreak in Nigeria from 2022 to 2023 underscored the persistent risk in regions with inadequate vaccination. This study aims to assess the transmission dynamics of diphtheria in Kano State, the epicenter of the outbreak, by estimating key epidemiological parameters, including the generation time (GT), approximated in our study by serial interval, and effective reproduction number (Rₜ). Methods We analyzed diphtheria case-based data from Kano State, Nigeria, collected between August 18, 2022, and November 29, 2023. Generation time was approximated using serial intervals in confirmed cases within the same geographical areas. The effective reproduction number (Rₜ) was calculated using four methods: Maximum Likelihood Estimation (MLE), Exponential Growth (EG), Sequential Bayesian (SB), and Time-Dependent (TD), focusing on the period of maximum exponential growth. A sensitivity analysis was conducted to quantify the impact of uncertainties in the GT derived from our data on the estimation of Rₜ. Results Over the 469-day outbreak period, 13,899 diphtheria cases were reported, with complete data available for 9406 cases. The estimated mean generation time was 2.8 days (SD = 3.48 days), with 97% of cases having a GT of less than 21 days. The Rₜ estimates varied across methods, with the TD method producing the highest reproduction number of 2.21 during the peak growth period. Sensitivity analysis showed that Rₜ estimates increased with longer generation times. The models, except for the SB method, demonstrated a generally strong fit with the outbreak exponential growth period. Conclusion The ongoing diphtheria outbreak in Nigeria highlights the critical threat posed by declining vaccination coverage. This study provides valuable insights into the transmission dynamics of diphtheria during a prolonged and widespread outbreak, enhancing our understanding of disease spread in this context. While certain limitations may influence the interpretation of our estimates, the findings offer valuable information for future diphtheria outbreak preparedness and response in the African context.
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Affiliation(s)
- Raoul Kamadjeu
- UNICEF, Program Group, Health Emergency Preparedness and Response, New York City, United States
- Department of Epidemiology and Biostatistics, CUNY Graduate School of Public Health & Health Policy, City University of New York, New York City, United States
| | | | | | - Muzammil Gadanya
- Nigeria Centre for Disease Control and Prevention, Abuja, Nigeria
| | - Salma Ali Suwaid
- Murtal Muhammad Specialist Hospital, Kano State Ministry of Health, Kano State, Nigeria
| | | | - Ifedayo Adetifa
- Nigeria Centre for Disease Control and Prevention, Abuja, Nigeria
| | - Elizabeth A. Kelvin
- Department of Epidemiology and Biostatistics, CUNY Graduate School of Public Health & Health Policy, City University of New York, New York City, United States
- CUNY Institute for Implementation Science in Population Health, City University of New York, New York City, United States
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O'Sullivan T, Keegan LT. A population-level analysis of armed conflict and diphtheria at the subnational level in the WHO African Region 2017-2024. BMC GLOBAL AND PUBLIC HEALTH 2025; 3:40. [PMID: 40312760 PMCID: PMC12046743 DOI: 10.1186/s44263-025-00156-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2024] [Accepted: 04/10/2025] [Indexed: 05/03/2025]
Abstract
BACKGROUND Diphtheria has been re-emerging around the world at alarming rates, raising concerns about emergency preparedness, especially when global supplies of life-saving diphtheria antitoxin are insufficient. Outbreaks have occurred in areas with suboptimal coverage of the three-dose diphtheria tetanus and pertussis (DTP3) vaccine and regions experiencing conflict, but systematic studies assessing the association between these variables and the risk of diphtheria emergence are limited. This population-level study investigated the relationship between fatalities from armed conflict, childhood DTP3 vaccination coverage, and the presence of reported diphtheria cases in countries in the World Health Organization's (WHO) African region from 2017 to 2024. METHODS The analysis was conducted at a subnational geographic scale (I countries = 35, N subnational regions = 541). Data sources include DTP3 coverage from the Demographic Health Surveys (DHS), conflict-related fatalities from the Armed Conflict Location and Event Database (ACLED), and diphtheria cases from the WHO. We first assessed whether a history of fatalities from armed conflict is a predictor of childhood DTP3 coverage using mixed-effects beta regression. To assess the relationship between conflict and diphtheria emergence, we fit a crude logistic regression model to assess their overall association in the study period, as well as repeated measures mixed-effects models to estimate the relationship between time-varying rates of conflict-related fatalities and diphtheria status, adjusting for diphtheria vaccine coverage estimates. RESULTS Conflict and subsequent childhood DTP3 vaccine coverage were negatively associated (odds ratio [OR] = 0.93, 95% CI 0.88-0.98). Conflict is also a significant predictor of diphtheria presence, both in the crude (OR = 1.41, 95% CI 1.17-1.68) and best-fitting repeated measures model (OR = 30.30, 95% CI 23.30-39.39), though risk varied by location. The best-fit model also associated lower estimates of diphtheria risk in areas with high (> 80%) and low (< 25%) vaccine coverage, though this is possibly due to underreporting of the true burden of disease in low-resource settings. CONCLUSIONS This exploratory analysis indicates that conflict-related fatalities are potentially helpful indicators of subnational diphtheria risk in countries in the WHO African region from 2017 to 2024. Further, it may be especially useful in cases where estimates of population-level diphtheria immunity are limited.
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Affiliation(s)
- Tierney O'Sullivan
- Department of Population Health Sciences, University of Utah School of Medicine, Salt Lake City, UT, 84108, USA.
| | - Lindsay T Keegan
- Division of Epidemiology, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT, 84108, USA
- Informatics, Decision-Enhancement and Analytic Sciences (IDEAS) Center, VA Salt Lake City Health Care System, Salt Lake City, UT, 84108, USA
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Rodríguez-Mateos M, Carlos S, Jaso J, Holguín Á, Reina G. Influence of Hematocrit and Storage Temperature on the Stability of Dried Blood Samples in Serological Analyses of Tetanus, Diphtheria, and Pertussis. Diagnostics (Basel) 2024; 14:2195. [PMID: 39410599 PMCID: PMC11475551 DOI: 10.3390/diagnostics14192195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2024] [Revised: 09/24/2024] [Accepted: 09/27/2024] [Indexed: 10/20/2024] Open
Abstract
BACKGROUND Dried blood spots (DBSs) enable the study of serological markers of various pathogens without the need to obtain serum/plasma through venipuncture. METHODS Sixty-four blood samples were prepared on Whatman™ 903 cards using specimens obtained by venipuncture to study the detection of serological markers of diphtheria, tetanus, and pertussis in DBSs, and their stability 4 months post-collection. An automated chemiluminescent immunoassay was used to investigate diphtheria, tetanus, and pertussis IgG levels from both DBSs and plasma samples. RESULTS An optimal cut-off value for DBSs was calculated to improve the performance of diphtheria and tetanus serological markers in DBSs, achieving high sensitivity (95% and 98%, respectively) and specificity (91.7% and 92.3%, respectively). No protection against pertussis was found in the population studied. The correlation observed between the plasma and the DBSs processed after sample collection was high (0.967-0.970) for all antibodies studied except pertussis (0.753), both considering hematocrit before sample elution or not. The correlation between DBSs and plasma for diphtheria and tetanus remained strong following a 4-month delay in DBS processing at 4 °C (0.925-0.964) and -20 °C (0.924-0.966), with only a minor decrease observed for diphtheria at room temperature (0.889), while maintaining a strong correlation for tetanus (0.960). For pertussis, the correlation between DBSs and plasma was drastically reduced after delaying its processing for 4 months at any temperature. CONCLUSIONS To summarize, hematocrit levels within the normal range do not affect the processing of DBSs in the study of serological markers of diphtheria, tetanus, and pertussis. The DBS stability for serological diagnosis of diphtheria and tetanus is adequate when samples are stored at -20 °C for a period of 4 months. The pertussis serological marker does not appear to remain stable after 4 months, even when the DBS is stored frozen at -20 °C.
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Affiliation(s)
- Mariano Rodríguez-Mateos
- Microbiology Department, Clínica Universidad de Navarra, 31008 Pamplona, Spain; (M.R.-M.); (J.J.)
| | - Silvia Carlos
- Department of Preventive Medicine and Public Health, Universidad de Navarra, 31008 Pamplona, Spain
- IdiSNA, Navarra Institute for Health Research, 31008 Pamplona, Spain
| | - Javier Jaso
- Microbiology Department, Clínica Universidad de Navarra, 31008 Pamplona, Spain; (M.R.-M.); (J.J.)
| | - África Holguín
- HIV-1 Molecular Epidemiology Laboratory, Microbiology and Parasitology Department, University Hospital Ramón y Cajal-IRYCIS and CIBEREsp-RITIP, 28034 Madrid, Spain;
| | - Gabriel Reina
- Microbiology Department, Clínica Universidad de Navarra, 31008 Pamplona, Spain; (M.R.-M.); (J.J.)
- Department of Preventive Medicine and Public Health, Universidad de Navarra, 31008 Pamplona, Spain
- IdiSNA, Navarra Institute for Health Research, 31008 Pamplona, Spain
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Santi T, Jo J, Harahap AR, Werdhani RA, Hadinegoro SRS, SahBandar IN, Prayitno A, Munasir Z, Vandenplas Y, Hegar B. The Improvement of Adaptive Immune Responses towards COVID-19 Following Diphtheria-Tetanus-Pertussis and SARS-CoV-2 Vaccinations in Indonesian Children: Exploring the Roles of Heterologous Immunity. Vaccines (Basel) 2024; 12:1032. [PMID: 39340062 PMCID: PMC11435621 DOI: 10.3390/vaccines12091032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Revised: 08/20/2024] [Accepted: 08/25/2024] [Indexed: 09/30/2024] Open
Abstract
BACKGROUND Routine childhood vaccination, e.g., for diphtheria, tetanus, and pertussis (DTP), might provide additional protection against SARS-CoV-2 infection. This concept of heterologous immunity was explored in healthy children receiving both DTP and inactivated SARS-CoV-2 vaccines. METHODS A cross-sectional study was performed on 154 healthy children aged 6-8 years old in Jakarta, Indonesia. Their vaccination status for the DTP (including a diphtheria-tetanus booster vaccine at 5 years old) and CoronaVac (from 6 years old) vaccines were recorded. Peripheral blood samples were collected from all participants, in which anti-diphtheria toxoid IgG and anti-SARS-CoV-2 S-RBD antibodies and T cell-derived IFN-γ were measured. RESULTS The study participants with complete DTP vaccination had significantly higher titers of anti-diphtheria toxoid IgG than the ones without (median = 0.9349 versus 0.2113 IU/mL; p < 0.0001). Upon stratification based on DTP and CoronaVac vaccination statuses, the participants with complete DTP and CoronaVac vaccinations had the highest titer of anti-SARS-CoV-2 S-RBD antibodies (median = 1196 U/mL) and the highest concentration of SARS-CoV-2-specific T cell-derived IFN-γ (median = 560.9 mIU/mL) among all the groups. CONCLUSIONS Healthy children aged 6-8 years old with complete DTP and CoronaVac vaccinations exhibited stronger SARS-CoV-2-specific T cell immune responses. This might suggest an additional benefit of routine childhood vaccination in generating protection against novel pathogens, presumably via heterologous immunity.
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Affiliation(s)
- Theresia Santi
- Doctoral Program in Medical Science, Faculty of Medicine, Universitas Indonesia, Jakarta 10430, Indonesia
| | - Juandy Jo
- Department of Biology, Faculty of Health Sciences, Universitas Pelita Harapan, Tangerang 15811, Indonesia
- Mochtar Riady Institute for Nanotechnology, Tangerang 15811, Indonesia
| | - Alida Roswita Harahap
- Doctoral Program in Medical Science, Faculty of Medicine, Universitas Indonesia, Jakarta 10430, Indonesia
| | - Retno Asti Werdhani
- Department of Community Medicine, Cipto Mangunkkusumo Hospital, Faculty of Medicine, Universitas Indonesia, Jakarta 10430, Indonesia
| | - Sri Rezeki S Hadinegoro
- Department of Child Health, Cipto Mangunkusumo Hospital, Faculty of Medicine, Universitas Indonesia, Jakarta 10430, Indonesia
| | - Ivo Novita SahBandar
- Department of Microbiology, School of Medicine, Iwate Medical University, Morioka 028-3694, Japan
| | - Ari Prayitno
- Department of Child Health, Cipto Mangunkusumo Hospital, Faculty of Medicine, Universitas Indonesia, Jakarta 10430, Indonesia
| | - Zakiudin Munasir
- Department of Child Health, Cipto Mangunkusumo Hospital, Faculty of Medicine, Universitas Indonesia, Jakarta 10430, Indonesia
| | - Yvan Vandenplas
- Department of Pediatric, Universitair Ziekenhuis Brussel, 1090 Jette, Belgium
| | - Badriul Hegar
- Department of Child Health, Cipto Mangunkusumo Hospital, Faculty of Medicine, Universitas Indonesia, Jakarta 10430, Indonesia
- Indonesian Medical Education and Research Institute, Faculty of Medicine, Universitas Indonesia, Jakarta 10430, Indonesia
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Fauzi IS, Nuraini N, Sari AM, Wardani IB, Taurustiati D, Simanullang PM, Lestari BW. Assessing the impact of booster vaccination on diphtheria transmission: Mathematical modeling and risk zone mapping. Infect Dis Model 2024; 9:245-262. [PMID: 38312350 PMCID: PMC10837633 DOI: 10.1016/j.idm.2024.01.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Revised: 12/23/2023] [Accepted: 01/11/2024] [Indexed: 02/06/2024] Open
Abstract
The COVID-19 pandemic caused significant disruptions in the healthcare system, affecting vaccinations and the management of diphtheria cases. As a consequence of these disruptions, numerous countries have experienced a resurgence or an increase in diphtheria cases. West Java province in Indonesia is identified as one of the high-risk areas for diphtheria, experiencing an upward trend in cases from 2021 to 2023. To analyze the situation, we developed an SIR model, which integrated DPT and booster vaccinations to determine the basic reproduction number, an essential parameter for infectious diseases. Through spatial analysis of geo-referenced data, we identified hotspots and explained diffusion in diphtheria case clusters. The calculation of R0 resulted in an R0 = 1.17, indicating the potential for a diphtheria outbreak in West Java. To control the increasing cases, one possible approach is to raise the booster vaccination coverage from the current 64.84% to 75.15%, as suggested by simulation results. Furthermore, the spatial analysis revealed that hot spot clusters were present in the western, central, and southern regions, posing a high risk not only in densely populated areas but also in rural regions. The diffusion pattern of diphtheria clusters displayed an expansion-contagious pattern. Understanding the rising trend of diphtheria cases and their geographic distribution can offer crucial insights for government and health authorities to manage the number of diphtheria cases and make informed decisions regarding the best prevention and intervention strategies.
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Affiliation(s)
| | - Nuning Nuraini
- Department of Mathematics, Faculty of Mathematics and Natural Sciences, Institut Teknologi Bandung, Bandung, Indonesia
- Center for Mathematical Modeling and Simulation, Institut Teknologi Bandung, Bandung, Indonesia
| | - Ade Maya Sari
- Department of Mathematics, Faculty of Mathematics and Natural Sciences, Institut Teknologi Bandung, Bandung, Indonesia
| | - Imaniah Bazlina Wardani
- Study Program of Biology Education, Faculty of Education and Teacher Training, UIN Kiai Haji Achmad Siddiq Jember, Jember, Indonesia
| | | | | | - Bony Wiem Lestari
- Department of Public Health, Faculty of Medicine, Universitas Padjadjaran, Bandung, Indonesia
- Department of Internal Medicine, Radboud Institute for Health Sciences, Radboud University Medical Centre, Nijmegen, the Netherlands
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Sharma HJ, Parekh S, Pujari P, Shewale S, Desai S, Kawade A, Ravi M, Oswal J, James S, Mahantashetti N, Munshi R, Ghosh A, Rao V, Balsubramaniam S, Varughese P, Somshekhar A, Ginsburg AS, Rao H, Gautam M, Gairola S, Shaligram U. Safety and immunogenicity of an indigenously developed tetanus toxoid, diphtheria toxoid, and acellular pertussis vaccine (Tdap) in adults, adolescents, and children in India. Expert Rev Vaccines 2023; 22:278-287. [PMID: 36883291 DOI: 10.1080/14760584.2023.2188942] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/09/2023]
Abstract
BACKGROUND This study assessed safety and immunogenicity of Serum Institute of India Pvt Ltd (SIIPL)'s tetanus toxoid (TT), diphtheria toxoid (DT), and acellular pertussis booster vaccine (Tdap). RESEARCH DESIGN AND METHODS In this Phase II/III, multicenter, randomized, active-controlled, open-label study, 1500 healthy individuals, aged 4-65 years, were randomized to receive a single dose of SIIPL Tdap or comparator Tdap vaccine (Boostrix®; GlaxoSmithKlines, India). Adverse events (AEs) during initial 30 minutes, 7-day, 30-day post-vaccination were assessed. Blood samples were taken before and 30 days post-vaccination for immunogenicity assessment. RESULTS No significant differences in incidence of local and systemic solicited AEs were observed between the two groups; no vaccine-related serious AEs were reported. SIIPL Tdap was non-inferior to comparator Tdap in achieving booster responses to TT and DT in 75.2% and 70.8% of the participants, respectively, and to pertussis toxoid (PT), pertactin (PRN), and filamentous hemagglutinin (FHA) in 94.3%, 92.6%, and 95.0% of the participants, respectively. Anti-PT, anti-PRN, and anti-FHA antibody geometric mean titers in both the groups, were significantly higher post-vaccination compared to pre-vaccination. CONCLUSIONS Booster vaccination with SIIPL Tdap was non-inferior to comparator Tdap with respect to immunogenicity against tetanus, diphtheria, and pertussis and was well tolerated.
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Affiliation(s)
- Hitt J Sharma
- Department of Clinical Research and Pharmacovigilance, Serum Institute of India Pvt. Ltd, Pune, India
| | - Sameer Parekh
- Department of Clinical Research and Pharmacovigilance, Serum Institute of India Pvt. Ltd, Pune, India
| | - Pramod Pujari
- Department of Clinical Research and Pharmacovigilance, Serum Institute of India Pvt. Ltd, Pune, India
| | - Sunil Shewale
- Department of Clinical Research and Pharmacovigilance, Serum Institute of India Pvt. Ltd, Pune, India
| | - Shivani Desai
- Department of Clinical Research and Pharmacovigilance, Serum Institute of India Pvt. Ltd, Pune, India
| | - Anand Kawade
- Department of Pediatrics, KEM Hospital Research Centre, Vadu Rural Health Program, Pune, India
| | - Mandyam Ravi
- Department of Pediatrics, JSS Hospital, Mysore, India
| | - Jitendra Oswal
- Department of Pediatrics, Bharti Vidyapeeth Deemed University Medical College and Hospital, Pune, India
| | - Saji James
- Department of Pediatrics, Sri Ramchandra Institute of Higher Education and Research, Chennai, India
| | - N Mahantashetti
- Department of Pediatrics, KLE's Dr. Prabhakar Kore Hospital, Belgavi, India
| | - Renuka Munshi
- Department of Clinical Pharmacology, Topiwala National Medical College and Bai Yamunabai Laxman Nair Charitable Hospital, Mumbai, India
| | - Apurba Ghosh
- Department of Pediatrics, Institute of Child Health, Kolkata, India
| | - Venkateshwar Rao
- Department of Medicine, Global Gleneagles Hospitals, Hyderabad, India
| | | | - P Varughese
- Department of Pediatrics, Christian Medical College, Ludhiana, India
| | - A Somshekhar
- Department of Pediatrics, M. S. Ramaiah Medical College & Hos, Bengaluru, India
| | | | - Harish Rao
- Production Department, Serum Institute of India Pvt Ltd, Pune, India
| | - Manish Gautam
- Department of Quality Control, Serum Institute of India Pvt Ltd, Pune, India
| | - Sunil Gairola
- Department of Quality Control, Serum Institute of India Pvt Ltd, Pune, India
| | - Umesh Shaligram
- Production Department, Serum Institute of India Pvt Ltd, Pune, India
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Huoi C, Vargas-Zambrano J, Macina D, Vidor E. A combined DTaP-IPV vaccine (Tetraxim®/Tetravac®) used as school-entry booster: a review of more than 20 years of clinical and post-marketing experience. Expert Rev Vaccines 2022; 21:1215-1231. [PMID: 35983656 DOI: 10.1080/14760584.2022.2084076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
INTRODUCTION Routine infant primary series and toddler booster vaccination are associated with waning of antibody levels over time, which can lead to an increased incidence of vaccine-preventable diseases. A diphtheria-tetanus-pertussis (DTP) booster vaccination at school-entry (aged 4-7 years) allows continued protection against these diseases and is included in many national immunization programs. AREAS COVERED The available immunogenicity and safety data from 6 clinical studies of a diphtheria-tetanus-acellular pertussis-inactivated poliovirus vaccine (DTaP-IPV [Tetraxim®]) used as a school-entry booster vaccination were identified using a PubMed search or on file at Sanofi. The studies spanned a 15-year period (1995-2010) and were performed in different populations using different study designs, so all data were reviewed descriptively (no meta-analyses were conducted). Additionally, post-marketing experience was reviewed. EXPERT OPINION Each vaccine antigen is highly immunogenic, and the safety profile of the vaccine is satisfactory. Post-marketing evaluations have shown the effectiveness of a school-age booster, particularly against increased pertussis disease incidence around the time of school entry and the associated risk of spreading the disease through contact with younger vulnerable infants. School-entry provides an ideal opportunity to implement DTaP-IPV vaccination to close the gap between waning immunity from the previous infant/toddler vaccination and future adolescent vaccination.
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