Severe outcomes of individual or multiple respiratory viral infections in a large national healthcare system, 2022–2023
Background: Routine testing for SARS-CoV-2, influenza, and respiratory syncytial virus (RSV) was deployed in a large US healthcare system in 2022-2023. This policy allowed identification of a large cohort of co-infected patients and comparison of outcomes without confounding by testing indication. Methods: < 90% or supplementary oxygen >2 L/min) or death, separately, expressed as adjusted odds ratios (aOR) with 95% confidence intervals (CI). Findings: Among 835,987 triple-tested patients, 170,592 (20.4%) tested positive for SARS-CoV-2 alone, 30,454 (3.6%) influenza alone, 13,207 (1.6%) RSV alone, and 1,300 (0.2%) multiple viruses. Frequencies of hypoxemia and death were 8.0 and 1.9% with SARS-CoV-2, 7.7 and 0.8% with influenza, 9.3 and 1.1% with RSV, 8.7 and 1.5% with multiple viruses, and 8.9 and 2.0% with all-negative tests. After adjustment for age and immune-suppressive drugs, odds of hypoxemia were slightly higher with influenza (aOR = 1.12, CI 1.06-1.17), lower with RSV (aOR = 0.91, CI 0.85-0.97), and not significantly different with multiple viruses (aOR = 1.09, CI 0.89-1.34), relative to SARS-CoV-2 alone. Odds of death were lower with influenza (aOR = 0.52, CI 0.46-0.60) or RSV (aOR = 0.51, CI 0.43-0.60) and no different with multiple infections (aOR = 0.86, CI 0.54-1.36), relative to SARS-CoV-2 alone. Interpretation: Co-infection was rare (0.2% of tested cases), with incidences of hypoxemia and death similar to SARS-CoV-2 alone. Death was less frequent with influenza or RSV than SARS-CoV-2.
Authors
- Theodore C. Feldman (ORCID: https://orcid.org/0009-0009-9592-8998)
- Kaitlin N. Swinnerton (ORCID: https://orcid.org/0000-0002-7429-9960)
- Westyn Branch‐Elliman (ORCID: https://orcid.org/0000-0002-9658-5124)
- Nathanael R. Fillmore (ORCID: https://orcid.org/0000-0002-8058-3423)
- Janet M. Grubber (ORCID: https://orcid.org/0000-0001-5682-8745)
- Paul A. Monach (ORCID: https://orcid.org/0000-0003-4937-0515)
- Ikwo K. Oboho
- Nhan V. Do
Institutions
- Boston University (US)
- Harvard University (US)
- University of California, Los Angeles (US)
- VA Boston Healthcare System (US)
- VA North Texas Health Care System (US)
- Center for the Study of Healthcare Provider Behavior (US)
- The University of Texas Southwestern Medical Center (US)
Publication Details
- Journal
- Frontiers in Public Health
- Published
- 2026-04-22
- DOI
- https://doi.org/10.3389/fpubh.2026.1808528
- Primary Topic
- Respiratory viral infections research
- Type
- article
- Field-Weighted Citation Impact
- 0.00