Association between arterial oxygen partial pressure and mortality in sepsis

IF 8.8 1区 医学 Q1 CRITICAL CARE MEDICINE Critical Care Pub Date : 2024-09-03 DOI:10.1186/s13054-024-05038-3
Xinyuan Ding, Shangzhong Chen
{"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 (&lt; 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> &lt; 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 (&lt; 80mmHg vs. (80 – 110mmHg + &gt; 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> &gt; 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 &amp; 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.

  1. 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

  2. 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

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Authors and Affiliations

  1. 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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  1. 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 Care 28, 291 (2024). https://doi.org/10.1186/s13054-024-05038-3

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败血症患者动脉血氧分压与死亡率之间的关系
致编辑:数十项研究已对脓毒症患者的适当动脉血氧分压(PaO2)进行了调查。然而,目前尚未达成共识。在最近的一项研究[1]中,Hyun 博士等人调查了重症败血症患者的 PaO2 与死亡率之间的关系。他们从韩国脓毒症联盟登记处(KSA)提取了 4147 名脓毒症患者前三天的 PaO2 数据,并将患者分为保守 PaO2 组(&lt; 80mmHg)和宽松 PaO2 组(≥ 80mmHg)。采用倾向评分匹配、混合线性模型和竞争风险模型等统计方法探讨潜在的因果关系。结果显示,与保守的 PaO2 相比,ICU 前三天较高的 PaO2(≥ 80 mmHg)与较低的 28 天死亡率相关。在解释这些研究结果时应注意几个问题。首先,根据一个连续变量的临界值将整个队列分成几组是观察性研究中常见的策略。在目前的研究中,PaO2 的临界值为 80 mmHg。然而,当 PaO2 与死亡率之间的相关性为非线性时,结果可能会有偏差。例如,先前的研究[2, 3]指出,PaO2 与死亡之间可能存在 U 型相关性,这意味着与正常 PaO2 相比,极高或极低的 PaO2 都可能与死亡率增加有关。在这种情况下,PaO2 保守组和宽松组之间是否存在差异会受到截断值的显著影响。例如,在本研究中,PaO2 与死亡率之间的限制性三次样条显示,死亡率最低的 PaO2 可能在 100mmHg 左右。因此,当使用 80mmHg 作为临界值时,保守(PaO2min &lt; 80mmHg)和宽松(PaO2min ≥ 80mmHg)PaO2 组之间的比较实际上是低 PaO2 组与正常 PaO2 组和高 PaO2 组(&lt; 80mmHg vs. (80 - 110mmHg + &gt;110mmHg))的比较,从而导致宽松 PaO2 与低死亡率相关的结果可能存在偏差。同样,两组死亡率的差异也可能受到高 PaO2 患者比例的影响。在本研究中,我们注意到即使在宽松 PaO2 组中,PaO2 也相对较低(三天中的中位值分别为 107、110 和 106)。在高 PaO2 患者比例较低的情况下,使用 80mmHg 作为临界值实际上可能是低 PaO2 组与正常 PaO2 组之间的比较,这也可能是以往研究结果不一致的一个因素。例如,我们注意到共纳入了 4147 名患者。然而,在多变量 COX 回归分析中,只纳入了倾向评分匹配(PSM)中匹配的患者(n = 2422)。从理论上讲,仅在匹配队列中进行回归分析可能会降低队列的变异性,从而导致结果偏差。例如,匹配队列中的 PaO2 相对较低(三天中的中位值分别为 107、110 和 106)。因此,无法推断较高的 PaO2(如 PaO2 &gt; 180mmHg)是否与不良预后有关。另一个小问题是,作者在限制性三次样条分析中使用了 PaO2 的第 5 百分位数作为参考点。最后,我们感谢 Hyun 博士等人所做的大量工作,希望我们的意见有助于解释这些发现。在本次研究中,没有生成或分析数据集。韩国脓毒症联盟 I:动脉血氧分压与重症脓毒症患者死亡率的关系:一项全国范围的观察性队列研究》(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.机械通气重症监护病房患者的给氧、动脉血氧分压与死亡率之间的关系。重症监护。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. 氧气目标与院外心脏骤停后 6 个月的预后:院外心脏骤停后目标低体温与目标常体温(TTM2)试验的预先计划子分析。Crit Care.2022;26(1):323.Article PubMed PubMed Central Google Scholar Download referencesNot applicable.None.Authors and AffiliationsDepartment of Intensive Care,Zhejiang Hospital,No.
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来源期刊
Critical Care
Critical Care 医学-危重病医学
CiteScore
20.60
自引率
3.30%
发文量
348
审稿时长
1.5 months
期刊介绍: 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.
期刊最新文献
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