Challenges in Predicting Intubation in Patients With Severe Coronavirus Disease 2019 (COVID-19) on High-Flow Nasal Cannula: A Focus on Lymphopenia and Conventional Markers
Tomotaka Nishizawa, Tsuyoshi Shiga, Masako Amano, Hidekazu Matsushima

TL;DR
This study finds that low lymphocyte levels at admission are linked to a higher risk of intubation in severe COVID-19 patients on high-flow nasal cannula, but the predictive power is limited.
Contribution
The study identifies lymphopenia as an independent predictor of intubation in severe COVID-19 patients on HFNC, despite modest discriminative performance.
Findings
Lower lymphocyte counts and percentages were significantly associated with intubation in severe COVID-19 patients.
Multivariate analysis confirmed lymphocyte count as an independent indicator of intubation risk.
Lymphopenia showed modest discriminative power when used alone for predicting intubation.
Abstract
Background Intubation risk assessment in severe coronavirus disease 2019 (COVID-19) remains a key clinical challenge, especially for patients treated with high-flow nasal cannula (HFNC). We aimed to clarify whether lymphopenia at admission is associated with the subsequent need for intubation. Methods This retrospective study included all consecutive COVID-19 patients admitted to Saitama Red Cross Hospital in Saitama, Japan, from July to September 2021, who required HFNC therapy at presentation. Intubation was performed if the saturation of peripheral oxygen (SpO₂) remained below 90% despite HFNC with a fraction of inspired oxygen (FiO₂) of 80%. We compared clinical and laboratory characteristics between patients who required intubation and those successfully managed on HFNC to identify prognostic factors present at the time of HFNC initiation. Results Out of 49 analyzed patients,…
Genes, proteins, chemicals, diseases, species, mutations and cell lines named across the full text — each resolved to its canonical identifier and authoritative record.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsRespiratory Support and Mechanisms · COVID-19 Clinical Research Studies · Airway Management and Intubation Techniques
