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Zhang S, Wang S, Liu J. Global, regional and national trends in incidence and mortality of pertussis from 1990 to 2021 and the comparison before and during COVID-19: A modelling analysis. J Infect Public Health 2025; 18:102696. [PMID: 39954608 DOI: 10.1016/j.jiph.2025.102696] [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: 11/16/2024] [Revised: 02/04/2025] [Accepted: 02/06/2025] [Indexed: 02/17/2025] Open
Abstract
BACKGROUND Pertussis, a contagious respiratory disease, has seen a global decline in cases due to vaccination but has resurged because of waning immunity, with further impacts from the COVID-19 pandemic. This study aimed to assess the disease burden of pertussis worldwide from 1990 to 2021. METHODS Using the GBD 2021, we extracted age-standardized incidence rates (ASIR) and death rates (ASDR) of pertussis and analyzed the trends of them through calculating the estimated annual percentage change (EAPC) at global, regional and national levels from 1990 to 2021. Besides, we compared the EAPCs before and during the COVID-19 pandemic to explore the difference. Lastly, we investigated the association between age-standardized rates (ASR) and the socio-demographic index (SDI). RESULTS From 1990-2021, the global ASIR and ASDR of pertussis witnessed an annual decline of 2.57 % (95 %CI: 1.91-3.22 %) and 3.20 % (2.54-3.85 %) on average, respectively. During the COVID-19 pandemic, the ASR showed steep downward trends not only globally but also in diverse regions. Nevertheless, before the pandemic, Southern Sub-Sahara Africa witnessed upward trends in ASR, whose EAPCs were 0.85 % (0.67-1.02 %) for ASIR and 0.65 % (0.41-0.88 %) for ASDR. Additionally, a remarkable negative correlation was revealed between ASR and SDI (Regional level: r = -0.843; r = -0.885. National level: r = -0.621; r = -0.762. All P < 0.001.), corroborating with the observation that regions and countries with lower SDI bore the higher disease burden. CONCLUSIONS From 1990-2021, global burden of pertussis showed a downward trend, with significant drops during the COVID-19 pandemic. However, before the COVID-19, Southern Sub-Saharan Africa saw rising ASIR and ASDR, contrary to the majority. Besides, SDI was proved negatively correlated with ASR, indicating that low-SDI countries, especially in Sub-Saharan Africa, faced high disease burden, which highlighted the need for improving immunization, surveillance, and healthcare resource allocation to control pertussis effectively.
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Affiliation(s)
- Shimo Zhang
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, No.38, Xueyuan Road, Haidian District, Beijing 100191, China
| | - Sijia Wang
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, No.38, Xueyuan Road, Haidian District, Beijing 100191, China
| | - Jue Liu
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, No.38, Xueyuan Road, Haidian District, Beijing 100191, China; Peking University Health Science Center-Weifang Joint Research Center for Maternal and Child Health, Peking University, No.5 Yiheyuan Road, Haidian District, Beijing 100871, China; National Health Commission Key Laboratory of Reproductive Health, Peking University, No.5 Yiheyuan Road, Haidian District, Beijing 100871, China.
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2
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Heininger U, Martini H, Eeuwijk J, Prokić I, Guignard AP, Turriani E, Duchenne M, Berlaimont V. Pertactin deficiency of Bordetella pertussis: Insights into epidemiology, and perspectives on surveillance and public health impact. Hum Vaccin Immunother 2024; 20:2435134. [PMID: 39686838 DOI: 10.1080/21645515.2024.2435134] [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: 09/06/2024] [Revised: 11/13/2024] [Accepted: 11/22/2024] [Indexed: 12/18/2024] Open
Abstract
Pertussis resurgence has been documented even in countries with high pediatric vaccine coverage. The proportion of Bordetella pertussis isolates not expressing pertactin (PRN) has increased in several countries where acellular pertussis (aP) vaccines are used. We systematically reviewed published literature up to July 2023 on PRN-negative B. pertussis isolates in MEDLINE and Embase with no geographical limitations, complemented with a gray literature search. An increase in the proportion of PRN-negative isolates was observed in countries where aP vaccines were used, while such isolates seem to be absent in countries using whole-cell pertussis vaccination. We reviewed the data supporting aP vaccine-driven evolution of B. pertussis, explored the effects of PRN deficiency on the clinical presentation of pertussis, summarized the evidence for preserved aP vaccine effectiveness, and proposed actions to further improve assessment of the clinical significance of PRN deficiency and its potential impact on pertussis prevention.
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Affiliation(s)
- Ulrich Heininger
- Department of Pediatric Infectious Diseases and Vaccinology, University of Basel Children's Hospital, Basel, Switzerland
| | - Helena Martini
- Department of Microbiology, National Reference Centre for Bordetella pertussis, Vrije Universiteit Brussel (VUB), Universitair Ziekenhuis Brussel (UZ Brussel), Brussels, Belgium
| | - Jennifer Eeuwijk
- Pallas Health Research and Consultancy, a P95 company, Rotterdam, The Netherlands
| | - Ivana Prokić
- Pallas Health Research and Consultancy, a P95 company, Rotterdam, The Netherlands
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3
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McBurney SH, Kwong JC, Brown KA, Rudzicz F, Chen B, Candido E, Crowcroft NS. Validating pertussis data measures using electronic medical record data in Ontario, Canada 1986-2016. Vaccine X 2023; 15:100408. [PMID: 38161988 PMCID: PMC10755117 DOI: 10.1016/j.jvacx.2023.100408] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Revised: 09/14/2023] [Accepted: 11/13/2023] [Indexed: 01/03/2024] Open
Abstract
Background Pertussis is a reportable disease in many countries, but ascertainment bias has limited data accuracy. This study aims to validate pertussis data measures using a reference standard that incorporates different suspected case severities, allowing for the impact of case severity on accuracy and detection to be explored. Methods We evaluated 25 pertussis detection algorithms in a primary care electronic medical record database between January 1, 1986 and December 30, 2016. We estimated sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV). We used sensitivity analyses to explore areas of uncertainty and evaluated reasons for lack of detection. Results The algorithm including all data measures achieved the highest sensitivity at 20.6%. Sensitivity increased to 100% after reclassifying symptom-only cases as non-cases, but the PPV remained low. Age at first episode was significantly associated with detection in half of the tested scenarios, and false negatives often had some history of immunization. Conclusions Sensitivity improved by reclassifying symptom-only cases but remained low unless multiple data sources were used. Results demonstrate a trade-off between PPV and sensitivity. EMRs can enhance detection through patient history and clinical note data. It is essential to improve case identification of older individuals with vaccination history to reduce ascertainment bias.
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Affiliation(s)
- Shilo H. McBurney
- Dalla Lana School of Public Health, University of Toronto, 155 College Street, 6th Floor, Toronto, ON M5T 3M7, Canada
- Department of Epidemiology, Brown University School of Public Health, 121 South Main Street, Box G-S121-2, Providence, RI 02912, United States of America
| | - Jeffrey C. Kwong
- Dalla Lana School of Public Health, University of Toronto, 155 College Street, 6th Floor, Toronto, ON M5T 3M7, Canada
- Public Health Ontario, 661 University Avenue, Suite 1701, Toronto, ON M5G 1M1, Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto, 1 King’s College Circle, 6th Floor, Toronto, ON M5S 1A8, Canada
- ICES, G1 06, 2075 Bayview Avenue, Toronto, ON M4N 3M5, Canada
- Department of Family and Community Medicine, University of Toronto, 500 University Avenue, 5th Floor, Toronto, ON M5G 1V7, Canada
| | - Kevin A. Brown
- Dalla Lana School of Public Health, University of Toronto, 155 College Street, 6th Floor, Toronto, ON M5T 3M7, Canada
- Public Health Ontario, 661 University Avenue, Suite 1701, Toronto, ON M5G 1M1, Canada
- ICES, G1 06, 2075 Bayview Avenue, Toronto, ON M4N 3M5, Canada
| | - Frank Rudzicz
- Department of Computer Science, University of Toronto, 40 St. George Street, Room 4283, Toronto, ON M5S 2E4, Canada
- Faculty of Computer Science, Dalhousie University, Halifax, Nova Scotia, Canada
- Vector Institute for Artificial Intelligence, 661 University Ave Suite 710, Toronto, ON M5G 1M1, Canada
| | - Branson Chen
- ICES, G1 06, 2075 Bayview Avenue, Toronto, ON M4N 3M5, Canada
| | - Elisa Candido
- ICES, G1 06, 2075 Bayview Avenue, Toronto, ON M4N 3M5, Canada
| | - Natasha S. Crowcroft
- Dalla Lana School of Public Health, University of Toronto, 155 College Street, 6th Floor, Toronto, ON M5T 3M7, Canada
- Immunization, Vaccines and Biologicals, World Health Organization, Avenue Appia 20, 1211 Geneva 27, Switzerland
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4
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Tessier E, Newport D, Tran A, Nash SG, Mensah AA, Yun Wang T, Shantikumar S, Campbell H, Amirthalingam G, Todkill D. Pertussis immunisation strategies to optimise infant pertussis control: A narrative systematic review. Vaccine 2023; 41:5957-5964. [PMID: 37658001 DOI: 10.1016/j.vaccine.2023.08.073] [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: 06/22/2023] [Revised: 08/20/2023] [Accepted: 08/25/2023] [Indexed: 09/03/2023]
Abstract
OBJECTIVE Countries routinely offering acellular pertussis vaccine, where long-term protection is not sustained, have the challenge of selecting an optimal schedule to minimise disease among young infants. We conducted a narrative systematic review and synthesis of information to evaluate different pertussis immunisation strategies at controlling pertussis disease, hospitalisation, deaths, and vaccine effectiveness among young infants. METHODS We conducted a review of the literature on studies about the primary, booster, and/or maternal vaccination series and synthesised findings narratively. Countries offering the first three doses of vaccine within six-months of life and a booster on or before the second year or life were defined as accelerated primary and booster schedules, respectively. Countries offering primary and booster doses later were defined as extended primary and booster schedules. All search results were screened, and articles reviewed and reconciled, by two authors. The Risk of Bias in Non-randomised Studies of Intervention tool was used to evaluate the risk of bias. FINDINGS A total of 98 studies were included in the analyses and the following recurring themes were described: timing of vaccination, vaccine coverage, waning immunity/vaccine effectiveness, direct and indirect effectiveness, switching from an accelerated to extended schedule, impact of changes in testing. The risk of bias was generally low to moderate for most studies. CONCLUSION Comparing schedules is challenging and there was insufficient evidence to that one schedule was superior to another. Countries must select a schedule that maintains high vaccine coverage and reduced the risk of delaying the delivery vaccines to protect infants.
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Affiliation(s)
| | - Daniel Newport
- Warwick Medical School, University of Warwick, Coventry, UK; University Hospitals of Birmingham NHS Trust, Birmingham, UK
| | - Anh Tran
- UK Health Security Agency, London, UK
| | | | | | | | | | | | | | - Daniel Todkill
- UK Health Security Agency, London, UK; Warwick Medical School, University of Warwick, Coventry, UK
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5
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McBurney SH, Kwong JC, Brown KA, Rudzicz F, Chen B, Candido E, Crowcroft NS. Developing a reference standard for pertussis by applying a stratified sampling strategy to electronic medical record data. Ann Epidemiol 2023; 77:53-60. [PMID: 36372292 DOI: 10.1016/j.annepidem.2022.11.002] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Revised: 10/13/2022] [Accepted: 11/03/2022] [Indexed: 11/13/2022]
Abstract
PURPOSE Pertussis surveillance remains essential in Canada, but ascertainment bias limits the accuracy of surveillance data. Introducing other sources to improve detection has highlighted the importance of validation. However, challenges arise due to low prevalence, and oversampling suspected cases can introduce partial verification bias. The aim of this study was to build a reference standard for pertussis validation studies that provides adequate analytic precision and minimizes bias. METHODS We used a stratified strategy to sample the reference standard from a primary care electronic medical record cohort. We incorporated abstractor notes into definite, possible, ruled-out, and no mention of pertussis classifications which were based on surveillance case definitions. RESULTS We abstracted eight hundred records from the cohort of 404,922. There were 208 (26%) definite and 261 (32.6%) possible prevalent pertussis cases. Classifications demonstrated a wide variety of case severities. Abstraction reliability was moderate to substantial based on Cohen's kappa and raw percent agreement. CONCLUSIONS When conducting validation studies for pertussis and other low prevalence diseases, this stratified sampling strategy can be used to develop a reference standard using limited resources. This approach mitigates verification and spectrum bias while providing sufficient precision and incorporating a range of case severities.
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Affiliation(s)
- Shilo H McBurney
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada.
| | - Jeffrey C Kwong
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada; Public Health Ontario, Toronto, ON, Canada; Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada; ICES, Toronto, ON, Canada; Department of Family and Community Medicine, University of Toronto, Toronto, ON, Canada
| | - Kevin A Brown
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada; Public Health Ontario, Toronto, ON, Canada; ICES, Toronto, ON, Canada
| | - Frank Rudzicz
- Department of Computer Science, University of Toronto, Toronto, ON, Canada; International Centre for Surgical Safety, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, ON, Canada; Vector Institute for Artificial Intelligence, Toronto, ON, Canada
| | | | | | - Natasha S Crowcroft
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada; Immunization, Vaccines and Biologicals, World Health Organization, Geneva, Switzerland
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6
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Kirwin E, MacDonald S, Simmonds K. Profiles in Epidemiology: Dr. Larry Svenson. Am J Epidemiol 2022. [PMID: 34850825 DOI: 10.1093/aje/kwab282] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
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7
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Rane MS, Rohani P, Halloran ME. Durability of protection after 5 doses of acellular pertussis vaccine among 5-9 year old children in King County, Washington. Vaccine 2021; 39:6144-6150. [PMID: 34493409 PMCID: PMC9665886 DOI: 10.1016/j.vaccine.2021.08.070] [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: 06/04/2021] [Revised: 08/17/2021] [Accepted: 08/18/2021] [Indexed: 11/26/2022]
Abstract
PURPOSE Waning of immunity after vaccination with the acellular Pertussis (aP) vaccine has been proposed as one of the main reasons for pertussis resurgence in the US. In this study, we estimated time-varying vaccine effectiveness after 5 doses of aP vaccine. METHODS We conducted a retrospective cohort study among children 5-9 years old (born between 2008 and 2012) living in King County, Washington, USA, who participated in the Washington State Immunization Information System. We estimated time-varying vaccine effectiveness after 5 doses of aP using smoothed scaled Schoenfeld residuals obtained from fitting Cox proportional hazards models to the data as well as piecewise constant Poisson regression. RESULTS There were 55 pertussis cases in this cohort, of whom 22 (40%) were fully-vaccinated and 33 (60%) were under-vaccinated. Vaccine effectiveness (VE) remained high for up to 42 months after the fifth dose (VE(t) = 89%; 95% CI: 64%, 97%) as estimated using survival analysis methods and up to 4 years (VE(t) = 93%; 95% CI: 67%, 98%) as estimated using Poisson regression. CONCLUSION We did not find evidence for waning of vaccine effectiveness for up to four years after 5 doses of aP among 5 -9 years old children in King County, WA.
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Affiliation(s)
- Madhura S Rane
- Department of Epidemiology, University of Washington, Seattle, WA 98195, USA.
| | - Pejman Rohani
- Odum School of Ecology, University of Georgia, Athens, GA 30602, USA; Department of Infectious Diseases, University of Georgia, Athens, GA 30602, USA
| | - M Elizabeth Halloran
- Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA; Department of Biostatistics, University of Washington, Seattle, WA 98195, USA
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8
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Chambers C. Using observational epidemiology to evaluate COVID-19 vaccines: integrating traditional methods with new data sources and tools. CANADIAN JOURNAL OF PUBLIC HEALTH = REVUE CANADIENNE DE SANTE PUBLIQUE 2021; 112:867-871. [PMID: 34160784 PMCID: PMC8220874 DOI: 10.17269/s41997-021-00554-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 01/06/2021] [Accepted: 06/10/2021] [Indexed: 11/24/2022]
Abstract
Although clinical trials are necessary for vaccine approval, observational epidemiology will be required to evaluate the long-term effectiveness, safety, and population impacts of newly approved COVID-19 vaccines under real-world field conditions. In this commentary, I argue that a hybrid approach that combines new data sources and tools, including COVID-19 vaccine registries, with traditional epidemiological methods will be needed to evaluate COVID-19 vaccines using observational epidemiology. Wherever possible, primary data collection, active surveillance, and linkage with existing population-based cohorts should be leveraged to supplement secondary data sources and passive surveillance systems. Evidence-informed public health decision making around provincial COVID-19 immunization programs will need to account for potential biases, incomplete or conflicting information, and heterogeneity across subpopulations.
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Affiliation(s)
- Catharine Chambers
- Department of Public Health Sciences, Dalla Lana School of Public Health, University of Toronto, 155 College St, Toronto, ON, M5T 3M7, Canada.
- MAP Centre for Urban Health Solutions, St. Michael's Hospital, Unity Health Toronto, 30 Bond St, Toronto, ON, M5B 1W8, Canada.
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9
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Gao H, Lau EHY, Cowling BJ. Waning immunity after receipt of Pertussis, Diphtheria, Tetanus and Polio-related vaccines: a systematic review and meta-analysis. J Infect Dis 2021; 225:557-566. [PMID: 34543411 DOI: 10.1093/infdis/jiab480] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Accepted: 09/16/2021] [Indexed: 11/12/2022] Open
Abstract
DTP-containing (pertussis, diphtheria and tetanus) combined with polio vaccines are recommended by WHO as part of routine immunization programs. The decline of immunity after vaccination has been considered as a possible reason for the re-emergence of vaccine-preventable diseases worldwide. In this study, we evaluated the potential duration of protective immunity of pertussis, diphtheria, tetanus and polio through a systematic review and meta-analysis. We examined data on immunological and clinical outcomes. We observed evidence of waning post-vaccination immunity for pertussis and diphtheria, while tetanus and polio vaccines provided sustained protection. Further research on the risk factors of waning immunity after vaccination and the optimal timing of booster doses for pertussis and diphtheria are needed.
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Affiliation(s)
- Huizhi Gao
- WHO Collaborating Centre for Infectious Disease Epidemiology and Control, School of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Eric H Y Lau
- WHO Collaborating Centre for Infectious Disease Epidemiology and Control, School of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong Special Administrative Region, China.,Laboratory of Data Discovery for Health, Hong Kong Science and Technology Park, Hong Kong Special Administrative Region, China
| | - Benjamin J Cowling
- WHO Collaborating Centre for Infectious Disease Epidemiology and Control, School of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong Special Administrative Region, China.,Laboratory of Data Discovery for Health, Hong Kong Science and Technology Park, Hong Kong Special Administrative Region, China
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10
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Hughes SL, Kwong JC, Schwartz KL, Chen C, Johnson C, Li Y, Marchand-Austin A, Bolotin S, Jamieson FB, Drews SJ, Russell ML, Svenson LW, Mahmud SM, Crowcroft NS. Exploring the reasons for low pertussis vaccine effectiveness in Ontario, Canada, 2006-2008: a Canadian Immunization Research Network study. Canadian Journal of Public Health 2021; 113:155-164. [PMID: 34424508 DOI: 10.17269/s41997-021-00536-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/11/2020] [Accepted: 04/27/2021] [Indexed: 11/17/2022]
Abstract
OBJECTIVES Although pertussis vaccines have been widely used for many decades, a burden of illness persists. Resurgences in Ontario, Canada, have not been substantial in the past decade, but an outbreak of pertussis occurred in Toronto between 1 October 2005 and 31 March 2006. Previous Ontario studies found high vaccine effectiveness (VE) in the initial years post-immunization. In order to explore the impact of outbreaks and external factors on VE, we investigated pertussis VE during the period 2006-2008. METHODS We assessed pertussis VE using a frequency-matched case-control study for the period 1 March 2006 to 31 December 2008. We used logistic regression to estimate VE by age, time since last vaccination, and vaccination status according to the Ontario recommended schedule. We compared analyses including and excluding cases from Toronto, and to two recent Ontario pertussis VE studies. RESULTS We included 1797 confirmed cases and 7188 matched controls. Most cases were under 4 years of age during the study period. Pertussis VE was 3.8% (95% CI: - 21.0, 24.0) in the period 15-364 days following the last pertussis vaccine dose, and increased with increasing time since vaccination. Pertussis VE in the first 15-364 days excluding Toronto increased to 57.1% (95% CI: 26.0, 75.1), but the trend of increasing VE with time since vaccination persisted. Although VE was higher in older (6-11 years) than younger (0-5 years) children, it was lower at 12-13 years than after 14 years. CONCLUSION VE was lower in comparison with other studies conducted in Ontario, particularly in younger children. Various factors occurring during the study period may have influenced the results, including clinical testing of asymptomatic contacts, laboratory testing and methods and reporting practice, and a sensitive case definition. Further studies are needed to optimize methods for measuring VE to inform pertussis vaccine policy.
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Affiliation(s)
| | - Jeffrey C Kwong
- Public Health Ontario, Toronto, ON, Canada.,Dalla Lana School of Public Health, University of Toronto, Toronto, ON, M5T 3M7, Canada.,Department of Family & Community Medicine, University of Toronto, Toronto, ON, Canada.,ICES, Toronto, ON, Canada
| | - Kevin L Schwartz
- Public Health Ontario, Toronto, ON, Canada.,Dalla Lana School of Public Health, University of Toronto, Toronto, ON, M5T 3M7, Canada.,ICES, Toronto, ON, Canada
| | - Cynthia Chen
- Public Health Ontario, Toronto, ON, Canada.,ICES, Toronto, ON, Canada
| | | | - Ye Li
- Public Health Ontario, Toronto, ON, Canada.,Dalla Lana School of Public Health, University of Toronto, Toronto, ON, M5T 3M7, Canada
| | | | - Shelly Bolotin
- Public Health Ontario, Toronto, ON, Canada.,Dalla Lana School of Public Health, University of Toronto, Toronto, ON, M5T 3M7, Canada.,Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada
| | - Frances B Jamieson
- Public Health Ontario, Toronto, ON, Canada.,Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada
| | - Steven J Drews
- Canadian Blood Services, Ottawa, ON, Canada.,Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, AB, Canada
| | - Margaret L Russell
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Lawrence W Svenson
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.,Alberta Health, Edmonton, AB, Canada.,Division of Preventive Medicine, University of Alberta, Edmonton, AB, Canada.,School of Public Health, University of Alberta, Edmonton, AB, Canada
| | - Salaheddin M Mahmud
- Vaccine and Drug Evaluation Centre, Max Rady College of Medicine, University of Manitoba, Winnipeg, MB, Canada
| | - Natasha S Crowcroft
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, M5T 3M7, Canada.
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11
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Crowcroft NS, Schwartz KL, Savage RD, Chen C, Johnson C, Li Y, Marchand-Austin A, Bolotin S, Deeks SL, Jamieson FB, Drews SJ, Russell ML, Svenson LW, Simmonds K, Righolt CH, Bell C, Mahmud SM, Kwong JC. A Call for Caution in Use of Pertussis Vaccine Effectiveness Studies to Estimate Waning Immunity: A Canadian Immunization Research Network Study. Clin Infect Dis 2021; 73:83-90. [PMID: 32384142 PMCID: PMC8246842 DOI: 10.1093/cid/ciaa518] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2019] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Vaccine effectiveness (VE) studies provide essential evidence on waning vaccine-derived immunity, a major threat to pertussis control. We evaluated how study design affects estimates by comparing 2 case-control studies conducted in Ontario, Canada. METHODS We compared results from a test-negative design (TND) with a frequency-matched design (FMD) case-control study using pertussis cases from 2005-2015. In the first study, we identified test-negative controls from the public health laboratory that diagnosed cases and, in the second, randomly selected controls from patients attending the same physicians that reported cases, frequency matched on age and year. We compared characteristics of cases and controls using standardized differences. RESULTS In both designs, VE estimates for the early years postimmunization were consistent with clinical trials (TND, 84%; FMD, 89% at 1-3 years postvaccination) but diverged as time since last vaccination increased (TND, 41%; FMD, 74% by 8 years postvaccination). Overall, we observed lower VE and faster waning in the TND than the FMD. In the TND but not FMD, controls differed from cases in important confounders, being younger, having more comorbidities, and higher healthcare use. Differences between the controls of each design were greater than differences between cases. TND controls were more likely to be unvaccinated or incompletely vaccinated than FMD controls (P < .001). CONCLUSIONS The FMD adjusted better for healthcare-seeking behavior than the TND. Duration of protection from pertussis vaccines is unclear because estimates vary by study design. Caution should be exercised by experts, researchers, and decision makers when evaluating evidence on optimal timing of boosters.
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Affiliation(s)
- Natasha S Crowcroft
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
- Centre for Vaccine Preventable Diseases, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada
| | - Kevin L Schwartz
- Centre for Vaccine Preventable Diseases, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada
- Public Health Ontario, Toronto, Ontario, Canada
- St Joseph’s Health Centre, Toronto, Ontario, Canada
| | - Rachel D Savage
- Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada
- Women’s College Research Institute, Women’s College Hospital, Toronto, Ontario, Canada
| | | | | | - Ye Li
- Centre for Vaccine Preventable Diseases, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- Public Health Ontario, Toronto, Ontario, Canada
| | | | - Shelly Bolotin
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
- Centre for Vaccine Preventable Diseases, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- Public Health Ontario, Toronto, Ontario, Canada
| | - Shelley L Deeks
- Centre for Vaccine Preventable Diseases, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- Public Health Ontario, Toronto, Ontario, Canada
| | - Frances B Jamieson
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
- Public Health Ontario, Toronto, Ontario, Canada
| | - Steven J Drews
- Medical Microbiology, Canadian Blood Service, Edmonton, Alberta, Canada
- Laboratory Medicine and Pathology, University of Alberta, Edmonton, Alberta, Canada
| | - Margaret L Russell
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Lawrence W Svenson
- Alberta Health, Edmonton, Alberta, Canada
- Division of Preventive Medicine, University of Alberta, Edmonton, Alberta, Canada
- School of Public Health, University of Alberta, Edmonton, Alberta, Canada
| | - Kimberley Simmonds
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Alberta Health, Edmonton, Alberta, Canada
- School of Public Health, University of Alberta, Edmonton, Alberta, Canada
| | - Christiaan H Righolt
- Vaccine and Drug Evaluation Centre, Department of Community Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Christopher Bell
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Salaheddin M Mahmud
- Vaccine and Drug Evaluation Centre, Department of Community Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Jeffrey C Kwong
- Centre for Vaccine Preventable Diseases, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada
- Public Health Ontario, Toronto, Ontario, Canada
- Department of Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada
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12
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Wilkinson K, Righolt CH, Elliott LJ, Fanella S, Mahmud SM. Pertussis vaccine effectiveness and duration of protection - A systematic review and meta-analysis. Vaccine 2021; 39:3120-3130. [PMID: 33934917 DOI: 10.1016/j.vaccine.2021.04.032] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Revised: 04/09/2021] [Accepted: 04/14/2021] [Indexed: 11/26/2022]
Abstract
A comprehensive review of observational pertussis vaccine effectiveness (VE) studies is needed to update gaps from previous reviews. We conducted a systematic review of VE and duration of protection studies for the whole-cell (wP) and acellular (aP) pertussis vaccines and conducted a formal meta-analysis using random effects models. Evidence continues to suggest that receipt of any pertussis vaccine confers protection in the short-term against disease although this protection wanes rapidly for aP vaccine. We detected significant heterogeneity in pooled estimates due, in part, to factors such as bias and confounding which may be mitigated by study design. Our review of possible sources of heterogeneity may help interpretation of other VE studies and aid design decisions in future pertussis VE research.
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Affiliation(s)
- Krista Wilkinson
- Vaccine and Drug Evaluation Centre, Department of Community Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Christiaan H Righolt
- Department of Medical Microbiology, University of Manitoba, Winnipeg, MB, Canada
| | - Lawrence J Elliott
- Department of Medical Microbiology, University of Manitoba, Winnipeg, MB, Canada; Department of Community Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Sergio Fanella
- Department of Pediatric Infectious Diseases, University of Manitoba, Winnipeg, MB, Canada
| | - Salaheddin M Mahmud
- Vaccine and Drug Evaluation Centre, Department of Community Health Sciences, University of Manitoba, Winnipeg, MB, Canada.
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13
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Petersen JM, Ranker LR, Barnard-Mayers R, MacLehose RF, Fox MP. A systematic review of quantitative bias analysis applied to epidemiological research. Int J Epidemiol 2021; 50:1708-1730. [PMID: 33880532 DOI: 10.1093/ije/dyab061] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/05/2021] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Quantitative bias analysis (QBA) measures study errors in terms of direction, magnitude and uncertainty. This systematic review aimed to describe how QBA has been applied in epidemiological research in 2006-19. METHODS We searched PubMed for English peer-reviewed studies applying QBA to real-data applications. We also included studies citing selected sources or which were identified in a previous QBA review in pharmacoepidemiology. For each study, we extracted the rationale, methodology, bias-adjusted results and interpretation and assessed factors associated with reproducibility. RESULTS Of the 238 studies, the majority were embedded within papers whose main inferences were drawn from conventional approaches as secondary (sensitivity) analyses to quantity-specific biases (52%) or to assess the extent of bias required to shift the point estimate to the null (25%); 10% were standalone papers. The most common approach was probabilistic (57%). Misclassification was modelled in 57%, uncontrolled confounder(s) in 40% and selection bias in 17%. Most did not consider multiple biases or correlations between errors. When specified, bias parameters came from the literature (48%) more often than internal validation studies (29%). The majority (60%) of analyses resulted in >10% change from the conventional point estimate; however, most investigators (63%) did not alter their original interpretation. Degree of reproducibility related to inclusion of code, formulas, sensitivity analyses and supplementary materials, as well as the QBA rationale. CONCLUSIONS QBA applications were rare though increased over time. Future investigators should reference good practices and include details to promote transparency and to serve as a reference for other researchers.
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Affiliation(s)
- Julie M Petersen
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA
| | - Lynsie R Ranker
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA
| | - Ruby Barnard-Mayers
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA
| | - Richard F MacLehose
- Division of Epidemiology and Community Health, University of Minnesota, School of Public Health, Minneapolis, MN, USA
| | - Matthew P Fox
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA.,Department of Global Health, Boston University School of Public Health, Boston, MA, USA
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14
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A multisite study of pertussis vaccine effectiveness by time since last vaccine dose from three Canadian provinces: A Canadian Immunization Research Network study. Vaccine 2021; 39:2772-2779. [PMID: 33875270 DOI: 10.1016/j.vaccine.2021.03.031] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2020] [Revised: 03/04/2021] [Accepted: 03/07/2021] [Indexed: 11/22/2022]
Abstract
BACKGROUND Pertussis remains poorly controlled relative to other diseases targeted by childhood vaccination programs. We combined estimates from four population-based studies of pertussis vaccine effectiveness (VE) in three Canadian provinces using a meta-analytic approach to improve precision and explore regional variation in VE and durability of protection. METHODS Studies were conducted in Alberta, Manitoba, and Ontario over periods ranging from 1996 to 2015. Adjusted log odds ratios (OR; VE = 100*[1-OR]) of the effect of vaccination on pertussis risk were estimated by time since last vaccination in each study and pooled using DerSimonian and Laird random-effects models. We used the I2 statistic to estimate between-study heterogeneity and assessed methodological and clinical heterogeneity through subgroup analyses of study design and age. RESULTS Data on 3,270 pertussis cases and 23,863 controls were available. Pertussis VE declined from 86% (95% CI 79%-90%, I2 = 81.5%) at < 1 year since last vaccination to 51% (11%-74%, I2 = 80.9%) by ≥ 8 years. Effect estimates were the most heterogeneous in the least and most elapsed time periods since last vaccine dose. This was attributable mostly to variation between provinces in the distribution of age groups and number of vaccine doses received within time periods, as well as study design and small numbers in the most elapsed time period. INTERPRETATION Consistent trends of decreasing pertussis VE with increasing time since last vaccination across three Canadian provinces indicate the need for immunization schedules and vaccine development to optimize protection for all individuals, especially for adolescents and young adults at greatest risk of infection.
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15
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Ohfuji S, Okada K, Mouri Y, Mihara Y, Ishii S, Miyata A, Fujino M, Motomura C, Ito H, Ohta M, Kasahara Y, Nakamura H, Hasui M, Yoshikawa T, Tanaka T, Nakano T, Koshida R, Araki K, Hara M, Hirota Y. Effectiveness of four doses of pertussis vaccine during infancy diminished in elementary school age: A test-negative case-control study in Japan. Vaccine 2020; 39:11-17. [PMID: 33229109 DOI: 10.1016/j.vaccine.2020.11.035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Revised: 11/02/2020] [Accepted: 11/11/2020] [Indexed: 10/22/2022]
Abstract
OBJECTIVE The Japanese national immunization program recommends that children receive 4 doses of acellular pertussis vaccine between 3 months and 2 years of age. Nevertheless, the number of pertussis cases is increasing in elementary school children aged 6-12 years. Therefore, a test-negative case-control study was conducted to assess the effectiveness of the pertussis vaccine program. METHODS Subjects included children aged ≥3 months who visited a collaborating hospital due to pertussis-specific cough between October 2017 and November 2019. All subjects underwent diagnostic tests for pertussis, and those diagnosed as positive were regarded as cases. Subjects diagnosed as pertussis-negative were classified as controls. Vaccination history was collected using a questionnaire administered to parents with reference to immunization records. Logistic regression models were employed to calculate the odds ratio (OR) and 95% confidence interval for laboratory-confirmed pertussis. RESULTS Of 187 recruited subjects (120 cases and 67 controls), questionnaire responses were obtained for 145 subjects (95 cases and 50 controls). Compared with unvaccinated subjects, the vaccine effectiveness (VE) of 4 doses was 70% among all subjects and reached to 90% with marginal significance among subjects under 6 years of age. However, among school-aged subjects, the VE was not suggestive of protection against pertussis (VE: 8%). For vaccinees given 4 doses, the OR for developing pertussis increased significantly with longer duration since the fourth dose (compared with <4.5 years, OR of 6.0-8.2 years = 5.74; OR of ≥8.3 years = 3.88; P for trend by duration < 0.01). CONCLUSION Effectiveness of administering 4 doses of pertussis vaccine during infancy decreases with time passed since the fourth dose. This regimen does not protect school-aged children against pertussis.
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Affiliation(s)
- Satoko Ohfuji
- Department of Public Health, Osaka City University Graduate School of Medicine, 1-4-3, Asahi-machi, Abeno-ku, Osaka-city, Osaka 545-8585, Japan.
| | - Kenji Okada
- Division of Basic Nursing, Fukuoka Nursing College, 2-15-1, Tamura, Sawara-ku, Fukuoka-city, Fukuoka 814-0193, Japan
| | - Yoko Mouri
- Department of Pediatrics, Mouri Clinic, 14017-5, Mimasaka, Yamauchi-cho, Takeo-city, Saga 849-2303, Japan
| | - Yuka Mihara
- Department of Pediatrics, Kariya Toyota General Hospital, 5-15, Sumiyoshi-cho, Kariya-city, Aichi 448-8505, Japan
| | - Shigeki Ishii
- Department of Pediatrics, Miyazaki Prefectural Miyazaki Hospital, 5-30, Kita-takamatsu-cho, Miyazaki-city, Miyazaki 880-8510, Japan
| | - Akiko Miyata
- Department of Pediatrics, Saiwai Kodomo Clinic, 1-11-3, Saiwai-cho, Tachikawa-city, Tokyo 190-0002, Japan
| | - Motoko Fujino
- Department of Pediatrics, Tokyo Saiseikai Central Hospital, 1-4-17, Mita, Minato-ku, Tokyo 108-0073, Japan
| | - Chikako Motomura
- Department of Pediatrics, National Hospital Organization Fukuoka National Hospital, 4-39-1, Yakatabaru, Minami-ku, Fukuoka-city, Fukuoka 811-1394, Japan
| | - Hiroaki Ito
- Department of Pediatrics, Kameda Medical Center, 929, Higashi-cho, Kamogawa-city, Chiba 296-8602, Japan
| | - Mitsuhiro Ohta
- Department of Pediatrics, Ohta Pediatric Clinic, 7323-1, Takeo, Takeo-cho, Takeo-city, Saga 843-0022, Japan
| | - Yoshihito Kasahara
- Department of Pediatrics, Kasahara Pediatric Clinic, 2-205, Oowada, Fukui-city, Fukui 910-0836, Japan
| | - Hideo Nakamura
- Department of Pediatrics, Nakamura Pediatric Clinic, 6-179, Oshino, Nonoichi-city, Ishikawa 921-8802, Japan
| | - Masaki Hasui
- Department of Pediatrics, Hasui Pediatric Clinic, 105, Ryusuke-cho, Komatsu-city, Ishikawa 923-0926, Japan
| | - Tetsushi Yoshikawa
- Department of Pediatrics, Fujita Health University School of Medicine, 1-98, Dengakugakubo, Kutsukake-cho, Toyoake-city, Aichi 470-1192, Japan
| | - Takaaki Tanaka
- Department of Pediatrics, Kawasaki Medical School General Medical Center, 2-6-1, Nakasange, Kita-ku, Okayama-city, Okayama 700-8505, Japan
| | - Takashi Nakano
- Department of Pediatrics, Kawasaki Medical School General Medical Center, 2-6-1, Nakasange, Kita-ku, Okayama-city, Okayama 700-8505, Japan
| | - Rie Koshida
- Ekinishi Health and Welfare Center, 3-4-25, Sainenn, Kanazawa-city, Ishikawa 920-8533, Japan
| | - Kaoru Araki
- Department of Preventive Medicine, Faculty of Medicine, Saga University, 5-1-1, Nabeshima, Saga-city, Saga 849-8501, Japan
| | - Megumi Hara
- Department of Preventive Medicine, Faculty of Medicine, Saga University, 5-1-1, Nabeshima, Saga-city, Saga 849-8501, Japan
| | - Yoshio Hirota
- Clinical Epidemiology Research Center, Medical Co. LTA (SOUSEIKAI), 3-5-1, Kashii-Teriha Higashi-ku, Fukuoka-city, Fukuoka 813-0017, Japan
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