Volume of oxygen administered during mechanical ventilation predicts mortality in ICU patients
Critical Care volume 27, Article number: 242 (2023)
The appropriate administration of oxygen to mechanically ventilated patients in the ICU remains a challenge. While clinical guidelines advocate for conservative oxygenation targets, recent trials have produced conflicting results [1, 2]. The use of different surrogates to assess oxygen exposure and oxygenation, along with confounding by indication, may explain the heterogeneity in findings. We aim to explore a novel parameter of cumulative oxygen exposure, the volume of oxygen administered during mechanical ventilation (MV). We hypothesize that this parameter is a more precise and direct measure of oxygen exposure than previously used surrogates and therefore maybe more reliably linked to outcome. We performed a cohort study using patient data from a tertiary ICU in the Netherlands and included hourly MV settings, arterial blood gas analyses, outcome and demographic data for all patients admitted to the ICU from July 2011 to September 2015.
The volume of oxygen administered to each patient during MV was calculated by estimating the area under the curve of the product of FiO2 and ventilatory minute volume as a function of MV time in minutes (FiO2 * ventilatory minute volume (L/min) * MV time (minutes)). The result was a metric of total oxygen volume in liters administered to the patient during invasive MV (cumulative oxygen volume). Because this metric was strongly confounded by the duration of ventilation (high level of collinearity, Pearson’s r = 0.93), we calculated a time-weighted metric by dividing cumulative oxygen volume by duration of MV (oxygen volume per minute). Patients were categorized into three MV time categories: Patients ventilated for less than 24 h, 24–96 h, and 96 h or longer. The primary outcome of interest was hospital mortality and a logistic regression model was used to analyze the association, adjusted for age, sex, APACHE III score and ventilator time categories. To account for a possible difference of effect size of oxygen volume per minute across MV time categories, we included an interaction term in the adjusted model (ventilatory time categories * oxygen volume per minute). The validity of the prediction model was evaluated by comparing it with logistic regression models of SpO2, PaO2 and PaO2 /FiO2 ratio for hospital mortality and a Nagelkerke R2 was determined.
5017 eligible patients were included. Compared to non-surviving patients, surviving patients were younger and had lower APACHE III scores, higher SpO2, higher PaO2, higher PaO2/FiO2 ratio, lower oxygen volume, shorter MV time and shorter ICU length of stay. Oxygen volume per minute was significantly associated with hospital mortality after adjustment for APACHE III score and MV time (OR 2.2 (95% C.I. 1.9–2.4) (Table 1). The interaction term of ventilatory time categories and oxygen volume per minute was not significantly associated with hospital mortality (OR 1.00 (95% C.I. 0.75–1.34), and OR 1.01 (95% C.I. 0.76–1.34), for MV time 24 h compared to ventilation 24–96 h and > 96 h, respectively). Both SpO2 and PaO2/FiO2 ratio models were associated with hospital mortality. Nagelkerke R2 for the PaO2/FiO2 ratio with hospital mortality model was 0.53, for the SpO2 model 0.53 as well, and for the oxygen volume model 0.58. A detailed description of the methods and results is provided in Additional file 1.
This cohort study analyzed patient data from one ICU in the Netherlands to investigate the association between oxygen exposure during mechanical ventilation (MV) and hospital mortality. Oxygen volume per minute administered during MV was independently associated with hospital mortality, with a change of 1 L per minute in oxygen volume per minute increasing the OR for hospital mortality by a factor of 3.26. The effect of oxygen volume per minute of oxygen on in-hospital mortality was not different across ventilator time categories, proposing an effect of oxygen exposure independent of ventilation time on mortality. If our findings are the result of a causal relationship between oxygen volume and mortality, it suggests direct toxic effects of oxygen and its supplemental use. The volume of administered oxygen was a stronger predictor of hospital mortality compared to existing parameters of oxygen exposure.
The study has several strengths, including the development of a novel and more accurate measure of oxygen exposure, a comprehensive dataset consisting of complete hourly data of the mechanically ventilated period per individual patient admitted to the ICU over a 4-year period, and the automatic extraction of data from the patient data management system. However, the study also has limitations, including its observational nature, residual confounding, the single-center dataset, and the lack of control for specific diagnosis.
In conclusion, oxygen volume per minute is a stronger predictor of mortality than established oxygen metrics. Therefore, oxygen volume per minute administered during MV seems to be a reliable parameter of oxygen exposure. Previously used oxygenation parameters may not completely capture the direct effect on outcome of exposure to oxygen as a vital but potentially toxic agent. Future studies should evaluate the replicability of our study's results.
Availability of data and materials
A more detailed description of the methods and results was added as Additional file 1. The datasets supporting the conclusions of this article are not publicly available but are available from the corresponding author on reasonable request.
- 95% C.I.:
95% Confidence intervals
Acute Physiology and Chronic Health Evaluation
- FiO2 :
Fraction of inspired oxygen
Intensive care unit
- PaO2 :
Partial pressure of arterial oxygen
- SpO2 :
Peripheral oxygen saturation
van der Wal LI, Grim CCA, van Westerloo DJ, Schultz MJ, de Jonge E, Helmerhorst HJF. Higher versus lower oxygenation strategies in the general intensive care unit population: a systematic review, meta-analysis and meta-regression of randomized controlled trials. J Crit Care. 2022;72:154151.
Semler MW, Casey JD, Lloyd BD, Hastings PG, Hays MA, Stollings JL, et al. Oxygen-saturation targets for critically ill adults receiving mechanical ventilation. N Engl J Med. 2022;387(19):1759–69.
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CG, HH and EJ received departmental research funding from Air Liquide for another oxygen volume-related project. Air Liquide was not involved in study design, collection, management, analysis and interpretation of data, nor in writing of the report or decision to submit.
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Grim, C.C.A., van der Wal, L.I., Bouwens, J.A. et al. Volume of oxygen administered during mechanical ventilation predicts mortality in ICU patients. Crit Care 27, 242 (2023). https://doi.org/10.1186/s13054-023-04499-2