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

Institutions

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

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Optimizing the sensitivity of detection of respiratory syncytial virus infections in longitudinal studies using the combination of weekly sample testing and biannual serology

Daniel C. Payne, Julia M. Baker, Natalie J. Thornburg, Maria Deza Leon et al.
American Journal of Epidemiology
Respiratory viral infections research
article

Optimizing the sensitivity of detection of respiratory syncytial virus infections in longitudinal studies using the combination of weekly sample testing and biannual serology

Daniel C. Payne, Julia M. Baker, Natalie J. Thornburg, Maria Deza Leon, Shannon C Conrey, Melissa M. Coughlin, Mary Allen Staat, Martin McMorrow, Monica Epperson, Ardythe L. Morrow, Allison R Burrell, Rachel M Burke, Claire P. Mattison
article en

Abstract

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.

American Journal of Epidemiology
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)
National Institutes of Health, Centers for Disease Control and Prevention, National Center for Advancing Translational Sciences
Openalex Percentile: Top 49%
Respiratory viral infections research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.