Temporal changes in pneumococcal carriage among childcare-attending children during the COVID-19 pandemic in the Greater New Haven Area, USA
Peno, C.; Thindwa, D.; Hislop, M. S.; Yolda-Carr, D.; Egbewole, D.; Viswanathan, G.; Lin, T.-Y.; Mbodj, S.; Rayack, E.; Askari, H. M.; Kazemi, Y.; Lapidus, S.; Spatz, E. S.; Zirinsky, E.; Oliveira, C. R.; Bei, A. K.; Weinberger, D.; Wyllie, A. L.
Show abstract
IntroductionNon-pharmaceutical interventions (NPIs), which aimed to reduce transmission of SARS-CoV-2, also reduced the circulation of other respiratory pathogens. However, it remains unclear to what extent NPIs disrupted pneumococcal colonization in childcare settings. We investigated pneumococcal colonization dynamics in childcare centers in the Greater New Haven Area (USA) with varying levels of COVID-19-related NPI recommendations. MethodsWeekly, parent-collected saliva samples were obtained from children attending 8 childcare centers during Spring 2021 (February 2021-June 2021) and Winter/Spring 2021/22 (November 2021-June 2022). Samples were culture-enriched and tested using quantitative polymerase chain (qPCR) for pneumococcus targeting piaB, lytA, and pneumococcal serotypes. Trajectories of pneumococcal colonization were modeled using Markov models adjusted for age, sex, household size, ethnicity and study period. Bayes rule was used to adjust for false positivity of detecting non-pneumococcal signals in pneumococcal serotype-specific qPCR assays. ResultsA total of 1,100 saliva samples were collected from 100 children aged 0.3-5.9 years (median = 3.3 years, IQR = 1.8-4.6 years). Carriage dynamics based on detection of piaB and lytA were largely similar. Aggregated piaB-based carriage prevalence was higher during Winter/Spring 2021/22 (52.8%, 95% Confidence Interval: 49.4-56.3) than Spring 2021 (30.7%, 25.4-36.5). This increase in prevalence during Winter/Spring 2021/22 was driven by a higher proportion of high-density carriers, coinciding with less stringent NPI measures. Overall carriage acquisition rates were also higher during Winter/Spring 2021/22 than Spring 2021 (Hazard Ratio [HR]: 2.88, 1.09-7.60). The most commonly prevalent serotypes were 15B/C, 11A/D/E and 33F/A/37. ConclusionsWe observed distinct patterns of pneumococcal carriage between Spring 2021 and Winter/Spring 2021/22 of the COVID-19 pandemic, among children attending New Haven childcare centers. The increase in carriage prevalence coincided with the relaxation of COVID-19 NPI measures during Winter/Spring 2021/22 and an increase in local cases of certain respiratory viruses.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Trends in invasive and non-invasive Streptococcus pneumoniae disease in adults hospitalised in Bristol and Bath: a retrospective cohort study, 2006-2022 93%
- Nasopharyngeal Angiotensin Converting Enzyme 2 (ACE2) Expression as a Risk-Factor for SARS-CoV-2 Transmission in Concurrent Hospital Associated Outbreaks 92%
- Divergences on expected pneumonia cases during the COVID-19 epidemic in Catalonia: A time-series analysis of primary care electronic health records covering about 6 million people 92%
Similar papers in this journal
- Re-emergence of Invasive Pneumococcal Disease in Germany during the Spring and Summer of 2021 94%
- Association of upper respiratory Streptococcus pneumoniae colonization with SARS-CoV-2 infection among adults 94%
- Decline in pneumococcal disease in young children during the COVID-19 pandemic associated with suppression of seasonal respiratory viruses, despite persistent pneumococcal carriage: A prospective cohort study 94%
Similar papers in this journal
- Effectiveness of ten-valent pneumococcal conjugate vaccine on invasive pneumococcal disease among children <2 years old: a prospective population-based study in rural Bangladesh 94%
- Impact of 10-valent pneumococcal conjugate vaccine on the epidemiology of otitis media with otorrhea among Bangladeshi children 93%
- Evaluating post-vaccine expansion patterns of pneumococcal serotypes 93%
Similar papers in this journal
- Estimated population-level impact of pneumococcal conjugate vaccines against all-cause pneumonia mortality among unvaccinated age groups in five Latin American countries 94%
- Detection of RSV using nasopharyngeal swabs alone underestimates RSV-related hospitalization incidence in adults: the Multispecimen study’s Final Analysis 93%
- SARS-CoV-2 virus dynamics in recently infected people – data from a household transmission study 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.