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Infection status associated with hypoxemia and death rates varying by virus type in a large US cohort.

Infection status associated with hypoxemia and death rates varying by virus type in a large US cohor…
Photo by National Institute of Allergy and Infectious Diseases / Unsplash
Key Takeaway
Note that hypoxemia and death rates vary by virus type in this observational cohort of 835,987 patients.

This cohort study analyzed data from 835,987 triple-tested patients within the US Veterans Health Administration. The population included individuals tested for SARS-CoV-2, influenza, and respiratory syncytial virus (RSV). The primary outcomes assessed were hypoxemia, defined as SpO2 requiring 2 L/min, or death.

The study compared infection groups: SARS-CoV-2 alone, influenza alone, RSV alone, multiple viruses, and all-negative tests. Hypoxemia was observed in 8.0% of patients with SARS-CoV-2 alone (170,592 positive tests), 7.7% with influenza alone (30,454 positive tests), and 9.3% with RSV alone (13,207 positive tests). Patients with multiple viruses showed an 8.7% rate, while the all-negative group had 8.9%.

Mortality rates were 1.9% for SARS-CoV-2 alone, 0.8% for influenza alone, and 1.1% for RSV alone. The all-negative group experienced a 2.0% death rate. Associations were estimated using multivariable logistic regression adjusted for age and immune-suppressive drugs. Confidence intervals for influenza and RSV indicated statistically significant differences relative to SARS-CoV-2 alone, whereas the multiple viruses group showed no significant difference.

Limitations include the observational nature of the design, which precludes causal inference. The study did not report specific adverse events, discontinuations, or detailed tolerability data. Follow-up duration was not reported. These results describe associations within a large healthcare system and may not apply to all populations.

Study Details

Study typeCohort
EvidenceLevel 3
PublishedApr 2026
View Original Abstract ↓
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. Patients “triple-tested” in the US Veterans Health Administration were classified by infection status in the first week of a positive test. Multivariable logistic regression was used to estimate associations of different infections with hypoxemia (SpO2 2 L/min) or death, separately, expressed as adjusted odds ratios (aOR) with 95% confidence intervals (CI). 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. 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.
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