{"title":"Association between arterial oxygen partial pressure and mortality in sepsis","authors":"Xinyuan Ding, Shangzhong Chen","doi":"10.1186/s13054-024-05038-3","DOIUrl":null,"url":null,"abstract":"<p>To the editor,</p><p>The appropriate arterial oxygen partial pressure (PaO<sub>2</sub>) in sepsis patients has been investigated in dozens of studies. However, no consensus has been reached. In a recent study [1], Dr. Hyun et al. investigated the association between PaO<sub>2</sub> and mortality in critically ill sepsis patients. Data on PaO<sub>2</sub> of 4147 sepsis patients from the Korea Sepsis Alliance Registry (KSA) during the first three days was extracted, and patients were divided into conservative PaO<sub>2</sub> group (< 80mmHg) and liberal PaO<sub>2</sub> group (≥ 80mmHg). Statistical methods, including propensity score matching, mixed linear model, and competitive risk models, were used to explore potential causal relationships. The results showed higher PaO<sub>2</sub> (≥ 80 mm Hg) during the first three ICU days was associated with a lower 28-day mortality than conservative PaO<sub>2</sub>. Several issues should be noted when interpreting these findings.</p><p>First, dividing the entire cohort into groups based on the cut-off value of one continuous variable is a common strategy in observational studies. In the current research, a cut-off value of 80 mmHg of PaO<sub>2</sub> was used. However, the results may be biased when the correlation between PaO<sub>2</sub> and mortality is non-linear. For instance, previous studies [2, 3] have pointed out that there may be a U-shaped correlation between PaO<sub>2</sub> and death, which means either extremely high or low PaO<sub>2</sub> may be associated with increased mortality compared to normal PaO<sub>2</sub>. In this case, whether there is a difference between the conservative and liberal PaO<sub>2</sub> groups can be significantly affected by the cut-off value. For instance, in the current study, the restrictive cubic spline between PaO<sub>2</sub> and mortality showed that the PaO<sub>2</sub> with the lowest mortality possibility was around 100mmHg. Thus, when using 80mmHg as the cut-off value, the comparison between conservative (PaO<sub>2min</sub> < 80mmHg) and liberal (PaO<sub>2min</sub> ≥ 80mmHg) PaO<sub>2</sub> groups was actually comparing the low PaO<sub>2</sub> group with the normal PaO<sub>2</sub> group combined with the high PaO<sub>2</sub> group (< 80mmHg vs. (80 – 110mmHg + > 110mmHg)), which thus lead to a potentially biased result that liberal PaO<sub>2</sub> was associated with low mortality rate. Similarly, the difference in mortality rate between the two groups may also be affected by the proportion of patients with high PaO<sub>2</sub>. In the current study, we noted that the PaO<sub>2</sub> was relatively low even in the liberal PaO<sub>2</sub> group (median values were 107, 110, and 106 during three days). In the case of a low proportion of patients with high PaO<sub>2</sub>, using 80mmHg as the cut-off value may actually be the comparison between the low PaO<sub>2</sub> group and the normal PaO<sub>2</sub> group, which may also be one factor for the inconsistent results of previous studies.</p><p>Second, there may be some statistical issues that also need to be noted. For instance, we note that a total of 4147 patients were included. However, in the multivariable COX regression analysis, only patients (n = 2422) matched in the propensity score matching (PSM) were included. Theoretically, implementing regression analysis only in the matched cohorts may reduce the variability of the cohort, which may result in a biased result. For instance, the PaO<sub>2</sub> in the matched cohorts was relatively low (median values were 107, 110, and 106 during three days). Thus, whether higher PaO<sub>2</sub> (such as PaO<sub>2</sub> > 180mmHg) was associated with poor prognosis cannot be inferred. Another minor issue is that the author used the 5th percentiles of PaO<sub>2</sub> as the reference point in restricted cubic spline analysis. This seems a little inappropriate as the selected cut-off point of PaO<sub>2</sub> was around 100 mmHg.</p><p>Finally, we thank Dr. Hyun et al. for their great work, and we hope our opinions will help interpret these findings.</p><p>No datasets were generated or analysed during the current study.</p><ol data-track-component=\"outbound reference\" data-track-context=\"references section\"><li data-counter=\"1.\"><p>Hyun DG, Ahn JH, Huh JW, Hong SB, Koh Y, Oh DK, Lee SY, Park MH, Lim CM. Korean sepsis alliance I: <b>the association of arterial partial oxygen pressure with mortality in critically ill sepsis patients: a nationwide observational cohort study</b>. Crit Care. 2024;28(1):187.</p><p>Article PubMed PubMed Central Google Scholar </p></li><li data-counter=\"2.\"><p>de Jonge E, Peelen L, Keijzers PJ, Joore H, de Lange D, van der Voort PH, Bosman RJ, de Waal RA, Wesselink R, de Keizer NF. Association between administered oxygen, arterial partial oxygen pressure and mortality in mechanically ventilated intensive care unit patients. Crit Care. 2008;12(6):R156.</p><p>Article PubMed PubMed Central Google Scholar </p></li><li data-counter=\"3.\"><p>Robba C, Badenes R, Battaglini D, Ball L, Sanfilippo F, Brunetti I, Jakobsen JC, Lilja G, Friberg H, Wendel-Garcia PD, et al. Oxygen targets and 6-month outcome after out of hospital cardiac arrest: a pre-planned sub-analysis of the targeted hypothermia versus targeted normothermia after Out-of-Hospital Cardiac Arrest (TTM2) trial. Crit Care. 2022;26(1):323.</p><p>Article PubMed PubMed Central Google Scholar </p></li></ol><p>Download references<svg aria-hidden=\"true\" focusable=\"false\" height=\"16\" role=\"img\" width=\"16\"><use xlink:href=\"#icon-eds-i-download-medium\" xmlns:xlink=\"http://www.w3.org/1999/xlink\"></use></svg></p><p>Not applicable.</p><p>None.</p><h3>Authors and Affiliations</h3><ol><li><p>Department of Intensive Care, Zhejiang Hospital, No. 1229, Gudun Road, Hangzhou, 310013, Zhejiang, People’s Republic of China</p><p>Xinyuan Ding & Shangzhong Chen</p></li></ol><span>Authors</span><ol><li><span>Xinyuan Ding</span>View author publications<p>You can also search for this author in <span>PubMed<span> </span>Google Scholar</span></p></li><li><span>Shangzhong Chen</span>View author publications<p>You can also search for this author in <span>PubMed<span> </span>Google Scholar</span></p></li></ol><h3>Contributions</h3><p>Dr. Xinyuan Ding raised the clinical issue and Dr. Shangzhong Chen wrote the letter. All authors have review and approved the letter. Dr. Xinyuan Ding raised the clinical issue and Dr. Shangzhong Chen wrote the letter. All authors have review and approved the letter.</p><h3>Corresponding author</h3><p>Correspondence to Shangzhong Chen.</p><h3>Ethics approval and consent to participate</h3>\n<p>Not applicable.</p>\n<h3>Consent for publication</h3>\n<p>Not applicable.</p>\n<h3>Competing interests</h3>\n<p>The authors declare no competing interests.</p><h3>Publisher's Note</h3><p>Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.</p><p><b>Open Access</b> This article is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License, which permits any non-commercial use, sharing, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if you modified the licensed material. You do not have permission under this licence to share adapted material derived from this article or parts of it. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc-nd/4.0/.</p>\n<p>Reprints and permissions</p><img alt=\"Check for updates. 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Association between arterial oxygen partial pressure and mortality in sepsis. <i>Crit Care</i> <b>28</b>, 291 (2024). https://doi.org/10.1186/s13054-024-05038-3</p><p>Download citation<svg aria-hidden=\"true\" focusable=\"false\" height=\"16\" role=\"img\" width=\"16\"><use xlink:href=\"#icon-eds-i-download-medium\" xmlns:xlink=\"http://www.w3.org/1999/xlink\"></use></svg></p><ul data-test=\"publication-history\"><li><p>Received<span>: </span><span><time datetime=\"2024-07-05\">05 July 2024</time></span></p></li><li><p>Accepted<span>: </span><span><time datetime=\"2024-07-13\">13 July 2024</time></span></p></li><li><p>Published<span>: </span><span><time datetime=\"2024-09-03\">03 September 2024</time></span></p></li><li><p>DOI</abbr><span>: </span><span>https://doi.org/10.1186/s13054-024-05038-3</span></p></li></ul><h3>Share this article</h3><p>Anyone you share the following link with will be able to read this content:</p><button data-track=\"click\" data-track-action=\"get shareable link\" data-track-external=\"\" data-track-label=\"button\" type=\"button\">Get shareable link</button><p>Sorry, a shareable link is not currently available for this article.</p><p data-track=\"click\" data-track-action=\"select share url\" data-track-label=\"button\"></p><button data-track=\"click\" data-track-action=\"copy share url\" data-track-external=\"\" data-track-label=\"button\" type=\"button\">Copy to clipboard</button><p> Provided by the Springer Nature SharedIt content-sharing initiative </p>","PeriodicalId":10811,"journal":{"name":"Critical Care","volume":null,"pages":null},"PeriodicalIF":8.8000,"publicationDate":"2024-09-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Critical Care","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s13054-024-05038-3","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CRITICAL CARE MEDICINE","Score":null,"Total":0}
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Abstract
To the editor,
The appropriate arterial oxygen partial pressure (PaO2) in sepsis patients has been investigated in dozens of studies. However, no consensus has been reached. In a recent study [1], Dr. Hyun et al. investigated the association between PaO2 and mortality in critically ill sepsis patients. Data on PaO2 of 4147 sepsis patients from the Korea Sepsis Alliance Registry (KSA) during the first three days was extracted, and patients were divided into conservative PaO2 group (< 80mmHg) and liberal PaO2 group (≥ 80mmHg). Statistical methods, including propensity score matching, mixed linear model, and competitive risk models, were used to explore potential causal relationships. The results showed higher PaO2 (≥ 80 mm Hg) during the first three ICU days was associated with a lower 28-day mortality than conservative PaO2. Several issues should be noted when interpreting these findings.
First, dividing the entire cohort into groups based on the cut-off value of one continuous variable is a common strategy in observational studies. In the current research, a cut-off value of 80 mmHg of PaO2 was used. However, the results may be biased when the correlation between PaO2 and mortality is non-linear. For instance, previous studies [2, 3] have pointed out that there may be a U-shaped correlation between PaO2 and death, which means either extremely high or low PaO2 may be associated with increased mortality compared to normal PaO2. In this case, whether there is a difference between the conservative and liberal PaO2 groups can be significantly affected by the cut-off value. For instance, in the current study, the restrictive cubic spline between PaO2 and mortality showed that the PaO2 with the lowest mortality possibility was around 100mmHg. Thus, when using 80mmHg as the cut-off value, the comparison between conservative (PaO2min < 80mmHg) and liberal (PaO2min ≥ 80mmHg) PaO2 groups was actually comparing the low PaO2 group with the normal PaO2 group combined with the high PaO2 group (< 80mmHg vs. (80 – 110mmHg + > 110mmHg)), which thus lead to a potentially biased result that liberal PaO2 was associated with low mortality rate. Similarly, the difference in mortality rate between the two groups may also be affected by the proportion of patients with high PaO2. In the current study, we noted that the PaO2 was relatively low even in the liberal PaO2 group (median values were 107, 110, and 106 during three days). In the case of a low proportion of patients with high PaO2, using 80mmHg as the cut-off value may actually be the comparison between the low PaO2 group and the normal PaO2 group, which may also be one factor for the inconsistent results of previous studies.
Second, there may be some statistical issues that also need to be noted. For instance, we note that a total of 4147 patients were included. However, in the multivariable COX regression analysis, only patients (n = 2422) matched in the propensity score matching (PSM) were included. Theoretically, implementing regression analysis only in the matched cohorts may reduce the variability of the cohort, which may result in a biased result. For instance, the PaO2 in the matched cohorts was relatively low (median values were 107, 110, and 106 during three days). Thus, whether higher PaO2 (such as PaO2 > 180mmHg) was associated with poor prognosis cannot be inferred. Another minor issue is that the author used the 5th percentiles of PaO2 as the reference point in restricted cubic spline analysis. This seems a little inappropriate as the selected cut-off point of PaO2 was around 100 mmHg.
Finally, we thank Dr. Hyun et al. for their great work, and we hope our opinions will help interpret these findings.
No datasets were generated or analysed during the current study.
Hyun DG, Ahn JH, Huh JW, Hong SB, Koh Y, Oh DK, Lee SY, Park MH, Lim CM. Korean sepsis alliance I: the association of arterial partial oxygen pressure with mortality in critically ill sepsis patients: a nationwide observational cohort study. Crit Care. 2024;28(1):187.
Article PubMed PubMed Central Google Scholar
de Jonge E, Peelen L, Keijzers PJ, Joore H, de Lange D, van der Voort PH, Bosman RJ, de Waal RA, Wesselink R, de Keizer NF. Association between administered oxygen, arterial partial oxygen pressure and mortality in mechanically ventilated intensive care unit patients. Crit Care. 2008;12(6):R156.
Article PubMed PubMed Central Google Scholar
Robba C, Badenes R, Battaglini D, Ball L, Sanfilippo F, Brunetti I, Jakobsen JC, Lilja G, Friberg H, Wendel-Garcia PD, et al. Oxygen targets and 6-month outcome after out of hospital cardiac arrest: a pre-planned sub-analysis of the targeted hypothermia versus targeted normothermia after Out-of-Hospital Cardiac Arrest (TTM2) trial. Crit Care. 2022;26(1):323.
Article PubMed PubMed Central Google Scholar
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Department of Intensive Care, Zhejiang Hospital, No. 1229, Gudun Road, Hangzhou, 310013, Zhejiang, People’s Republic of China
Xinyuan Ding & Shangzhong Chen
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Xinyuan DingView author publications
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Dr. Xinyuan Ding raised the clinical issue and Dr. Shangzhong Chen wrote the letter. All authors have review and approved the letter. Dr. Xinyuan Ding raised the clinical issue and Dr. Shangzhong Chen wrote the letter. All authors have review and approved the letter.
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Correspondence to Shangzhong Chen.
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Ding, X., Chen, S. Association between arterial oxygen partial pressure and mortality in sepsis. Crit Care28, 291 (2024). https://doi.org/10.1186/s13054-024-05038-3
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DOI: https://doi.org/10.1186/s13054-024-05038-3
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Critical Care is an esteemed international medical journal that undergoes a rigorous peer-review process to maintain its high quality standards. Its primary objective is to enhance the healthcare services offered to critically ill patients. To achieve this, the journal focuses on gathering, exchanging, disseminating, and endorsing evidence-based information that is highly relevant to intensivists. By doing so, Critical Care seeks to provide a thorough and inclusive examination of the intensive care field.