Optimizing the sensitivity of detection of respiratory syncytial virus infections in longitudinal studies using the combination of weekly sample testing and biannual serology
Cohort studies are often challenged by incomplete adherence to sampling regimens, limiting the full capture of disease burden. We describe the detection of respiratory syncytial virus (RSV) infections achieved in a birth cohort using a combination of weekly nasal sample testing and serology. The PREVAIL Cohort followed 245 maternal-child dyads from birth to age 18-24 months. Weekly mid-turbinate nasal swabs were tested for RSV using real-time polymerase chain reaction (RT-qPCR). Serum was tested for RSV pre-fusion F IgG and IgA antibody at age 6 weeks and biannually from 6-24 months. Mixed effects classification and regression trees (CART) identified antibody thresholds consistent with a RT-qPCR-identified RSV infection using a subset of participants having ≥90% weekly sample adherence (n=53, 21%). Resulting thresholds were applied to participants with either ≥70% of weekly samples or serum at age 18-24 months (n=194, 79%) Incidence rates were compared using Fisher's exact test. CART identified a log10 change in IgG>0.32 or IgA>0.20 as indicative of an RSV infection. Comparing RT-qPCR-only to a combination of RT-qPCR and serology, RSV cumulative incidence (49% vs 75%, p<0.001) and incidence rate (0.33 vs 0.71 infections/child-year, p<0.001) increased; these rates did not differ from those calculated in those with ≥90% sample adherence.
Authors
- Daniel C. Payne (ORCID: https://orcid.org/0000-0002-5871-911X)
- Julia M. Baker (ORCID: https://orcid.org/0000-0001-7872-316X)
- Natalie J. Thornburg (ORCID: https://orcid.org/0000-0003-3523-3616)
- Maria Deza Leon (ORCID: https://orcid.org/0000-0003-0245-2177)
- Shannon C Conrey (ORCID: https://orcid.org/0000-0003-3715-5842)
- Melissa M. Coughlin (ORCID: https://orcid.org/0000-0003-1843-6251)
- Mary Allen Staat (ORCID: https://orcid.org/0000-0003-1788-8037)
- Martin McMorrow
- Monica Epperson (ORCID: https://orcid.org/0000-0003-1125-5247)
- Ardythe L. Morrow (ORCID: https://orcid.org/0000-0002-1126-4525)
- Allison R Burrell (ORCID: https://orcid.org/0000-0002-2271-8430)
- Rachel M Burke
- Claire P. Mattison (ORCID: https://orcid.org/0000-0001-8558-8779)
Institutions
- Cincinnati Children's Hospital Medical Center (US)
- Centers for Disease Control and Prevention (US)
- Gates Foundation (US)
- Children's Mercy Hospital (US)
- National Center for Immunization and Respiratory Diseases (US)
- Cherokee Nation (US)
- Case Western Reserve University (US)
- University of Cincinnati (US)
- University of Cincinnati Medical Center (US)
Publication Details
- Journal
- American Journal of Epidemiology
- Published
- 2025-12-06
- DOI
- https://doi.org/10.1093/aje/kwaf271
- Primary Topic
- Respiratory viral infections research
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Institutes of Health
- Centers for Disease Control and Prevention
- National Center for Advancing Translational Sciences