Modeling the impact of prioritizing first or second vaccine doses during the 2022 mpox outbreak
Clay, P. A.; Pollock, E. D.; Saldarriaga, E. M.; Pathela, P.; Macaraig, M.; Zucker, J. R.; Crouch, B.; Kracalik, I.; Aral, S. O.; Spicknall, I. H.
Show abstract
BackgroundEarly in the 2022 mpox outbreak, vaccine doses and administrative capacity were limited. The US recommendation was to administer two doses of the JYNNEOS(R) vaccine 4 weeks apart. However, because of the limited vaccine supply and high demand, New York City (NYC) prioritized administration of first doses to reach a larger portion of the impacted population as quickly as possible. We estimated mpox cases averted compared to strategies that prioritized 2-dose vaccination for a smaller portion of the population. MethodsWe fit a dynamic network transmission model to incident mpox cases reported by NYC, as well as to first and second vaccine doses administered from May 2022 through March 2023. Model output consisted of predicted cases over time when vaccine doses were administered with the first-dose priority strategy, compared with counterfactual simulations where individuals were either pre-allocated full courses of the vaccine ( second-dose priority strategy), or not pre-allocated doses, but where doses were administered to those eligible for a second dose ahead of those waiting for a first dose ( intermediate strategy). ResultsWe estimate that NYCs first-dose priority strategy averted 81% [IQR:75%-86] of potential mpox cases. Their first-dose priority strategy was more effective than alternatives, averting 3.0% [IQR:1.2%-4.5%] more cases than the intermediate strategy, and 9.5% [IQR:7.7%-12%] more cases than the second-dose priority strategy. ConclusionsA focus on widespread, 1 dose vaccination during future mpox outbreaks can reduce cases and limit transmission in scenarios of limited vaccine supply, limited vaccine administration capacity, or increased demand.
Matching journals
The top 8 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- The impact of vaccination on COVID-19 outbreaks in the United States 96%
- Mathematical modeling to inform vaccination strategies and testing approaches for COVID-19 in nursing homes 95%
- The roles of unrecognized monkeypox cases, contact isolation and vaccination in determining epidemic size in Belgium. A modelling study 94%
Similar papers in this journal
- Predicting immune protection against outcomes of infectious disease from population-level effectiveness data with application to COVID-19 96%
- Modelling the relative benefits of using the measles vaccine outside cold chain for outbreak response 95%
- Interpreting vaccine efficacy trial results for infection and transmission 95%
Similar papers in this journal
- Modelling the Interplay between Responsive Individual Vaccination Decisions and the Spread of SARS-CoV-2 96%
- Evaluating primary and booster vaccination prioritization strategies for COVID-19 by age and high-contact employment status using data from contact surveys 95%
- Estimating measures to reduce the transmission of SARS-CoV-2 in Australia to guide a ‘National Plan’ to reopening 95%
Similar papers in this journal
"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.