Impact of dosing schedules on performance of rotavirus vaccines in Ghana
Asare, E. O.; Al-Mamun, M. A.; Armah, G. E.; Lopman, B. A.; Pitzer, V. E.
Show abstract
BackgroundAvailable live-oral rotavirus vaccines are associated with low to moderate performance in low- and middle-income settings. There is limited evidence relating to how the vaccine dosing schedule might be adjusted to improve vaccine performance in these settings. MethodsWe used mathematical models fitted to rotavirus surveillance data for children <5 years of age from three different hospitals in Ghana (Korle-Bu Teaching Hospital in Accra, Komfo Anokye Teaching Hospital in Kumasi and War Memorial Hospital in Navrongo) to project the impact of rotavirus vaccination over a 10-year period (April 2012-March 2022). We quantified and compared the impact of the previous vaccination program in Ghana to the model-predicted impact for other vaccine dosing schedules across the three hospitals and the entire country, under different assumptions about vaccine protection. To project the rotavirus vaccine impact over Ghana, we sampled from the range of model parameters for Accra and Navrongo, assuming that these two settings represent the "extremes" of rotavirus epidemiology within Ghana. ResultsFor the previously implemented 6/10-week monovalent Rotarix vaccine (RV1) schedule, the model-estimated average annual incidence of moderate-to-severe rotavirus-associated gastroenteritis (RVGE) ranged between 1,151 and 3,002 per 100,000 people per year over the 10-year period for the three sites. Compared to no vaccination, the model-estimated median percentage reductions in RVGE ranged from 28-85% and 12-71% among children <1 year and <5 years of age respectively, with the highest and lowest percentage reductions predicted using model parameters estimated for Accra and Navrongo, respectively. The median predicted reductions in RVGE for the whole country ranged from 57-66% and 35-45% among children <1 year and <5 years of age, respectively. The 1/6/10- and 6/10/14-week schedules provided the best and comparable reductions in RVGE compared to the original 6/10-week schedule, whereas there was no improvement in impact for the 10/14-week schedule. ConclusionsWe found that administering an additional dose of RV1 might be an effective strategy to improve rotavirus vaccine impact, particularly in settings with low vaccine effectiveness. The results could be extrapolated to other countries using a 2-dose vaccine schedule with low to moderate vaccine performance.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Potential Antenatal Care-Mediated Benefits of Delivering Maternal Immunization in Five Low- and Middle-Income Countries: A Modeling Analysis 94%
- Effectiveness of Monovalent Rotavirus Vaccine Among Young Children in Pakistan: a Test-Negative Case-Control Evaluation 94%
- Modeling of rotavirus transmission dynamics and impact of vaccination in Ghana 93%
Similar papers in this journal
- Cost-effectiveness Analysis of Alternative Infant and Neonatal Rotavirus Vaccination Schedules in Malawi 97%
- Contextualizing future maternal RSV vaccination acceptance and trust among pregnant and lactating women in Kenya: A latent class analysis 94%
- Optimizing next-generation RSV prevention in Mali: a cost-effectiveness analysis of pediatric vaccination, maternal vaccination, and extended half-life monoclonal antibody immunoprophylaxis 94%
Similar papers in this journal
- Assessing the feasibility of Phase 3 vaccine trials against Marburg Virus Disease: a modelling study 94%
- Evaluation of statistical models of carriage to predict the impact of the 10-valent pneumococcal conjugate vaccine on invasive pneumococcal disease in Nigeria 94%
- Cost-utility analysis of current COVID-19 vaccination program recommendations in Canada 91%
Similar papers in this journal
- When time-dependence in disease outcome risk is not captured by impact evaluation modeling studies: a measles vaccination case study 95%
- Potential health and economic impact of paediatric vaccination using next generation influenza vaccines in Kenya: a modelling study 94%
- Global impact and cost-effectiveness of one-dose versus two-dose human papillomavirus vaccination schedules: a comparative modelling analysis 93%
Similar papers in this journal
- COVID-19 vaccine effectiveness against progression to in-hospital mortality — Zambia, 2021-2022 93%
- Nonpharmaceutical Interventions Remain Essential to Reducing COVID-19 Burden Even in a Well-Vaccinated Society: A Modeling Study 92%
- Estimating enteric fever seroincidence in Bangladesh using rapid serosurveys 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.