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肺泡气体监测仪:用于无创评估呼吸恶化风险患者气体交换受损的脉搏血氧饱和度仪替代方案。

The Alveolar Gas Monitor: An Alternative to Pulse Oximetry for the Noninvasive Assessment of Impaired Gas Exchange in Patients at Risk of Respiratory Deterioration.

作者信息

McGuire W Cameron, Gruenberg Eli, Long Tanner C, Sheth Richa, Marin Traci, Nokes Brandon, Pearce Alex K, Elliott Ann R, Fine Janelle M, West John B, Crouch Daniel R, Prisk G Kim, Malhotra Atul

机构信息

Health Division of Pulmonary, Critical Care, Sleep Medicine, and Physiology, University of California San Diego, La Jolla, CA 92093, USA.

出版信息

J Clin Med. 2025 Aug 20;14(16):5880. doi: 10.3390/jcm14165880.

DOI:10.3390/jcm14165880
PMID:40869707
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12387870/
Abstract

The COVID-19 pandemic highlighted the limitations of pulse oximetry in detecting occult hypoxemia. The superiority of the alveolar gas monitor (AGM) compared to pulse oximetry (SpO) in predicting respiratory deterioration among COVID-19-positive individuals has previously been demonstrated. Here, we combine COVID-19 and non-COVID-19 individuals as a combined cohort of participants to determine if the AGM has similar utility across a larger, more generalizable cohort. Adult patients ( = 75) at risk of respiratory deterioration in the emergency department (ED) underwent prospective assessments of their oxygen deficit (OD) and SpO, simultaneously measured during quiet breathing on the AGM. The OD and SpO were then compared for their ability to predict the dichotomous outcome of the need for supplemental oxygen. The administration of supplemental oxygen was ordered by the clinical care team with no knowledge of the patients' enrollment in this study. In the logistic regression analysis, both SpO and OD significantly predicted the need for supplemental oxygen among COVID-19-negative individuals. However, in the multivariable regression, only OD ( < 0.001) significantly predicted the need for supplemental oxygen, while SpO ( = 0.05) did not in the combined cohort of COVID-19-negative and -positive individuals. Receiver operating characteristic (ROC) curve analysis demonstrated the superior discriminative ability of OD (area under ROC curve = 0.937) relative to SpO (area under ROC curve = 0.888) to predict the need for supplemental oxygen. The noninvasive AGM, which combines the measurement of exhaled partial pressures of gas with SpO, outperforms SpO alone in predicting the need for supplemental oxygen among individuals in the ED at risk of respiratory deterioration regardless of the etiology for their symptoms (COVID-19-positive or -negative).

摘要

新冠疫情凸显了脉搏血氧饱和度仪在检测隐匿性低氧血症方面的局限性。此前已有研究表明,在预测新冠病毒检测呈阳性个体的呼吸恶化情况时,肺泡气体监测仪(AGM)优于脉搏血氧饱和度仪(SpO)。在此,我们将新冠病毒检测呈阳性和阴性的个体合并为一个联合队列参与者,以确定AGM在更大、更具普遍性的队列中是否具有类似的效用。急诊科(ED)中存在呼吸恶化风险的成年患者(n = 75)接受了前瞻性评估,测量了他们的氧亏缺(OD)和SpO,这些数据是在安静呼吸时通过AGM同时测量得到的。然后比较OD和SpO预测是否需要补充氧气这一二分结果的能力。补充氧气的使用由临床护理团队在不了解患者参与本研究情况的前提下进行安排。在逻辑回归分析中,SpO和OD均能显著预测新冠病毒检测呈阴性个体对补充氧气的需求。然而,在多变量回归中,在新冠病毒检测呈阴性和阳性个体的联合队列中,只有OD(P < 0.001)能显著预测对补充氧气的需求,而SpO(P = 0.05)则不能。受试者工作特征(ROC)曲线分析表明,相对于SpO(ROC曲线下面积 = 0.888),OD(ROC曲线下面积 = 0.937)在预测补充氧气需求方面具有更强的判别能力。无创AGM结合了呼出气体分压测量与SpO,在预测急诊科有呼吸恶化风险个体(无论其症状病因是新冠病毒检测呈阳性还是阴性)对补充氧气的需求方面,优于单独使用SpO。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e720/12387870/cc5059f4cb51/jcm-14-05880-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e720/12387870/5d8b6b746d70/jcm-14-05880-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e720/12387870/cc5059f4cb51/jcm-14-05880-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e720/12387870/5d8b6b746d70/jcm-14-05880-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e720/12387870/cc5059f4cb51/jcm-14-05880-g002.jpg

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本文引用的文献

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J Clin Med. 2023 Sep 26;12(19):6203. doi: 10.3390/jcm12196203.
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Development and Prospective Validation of a Deep Learning Algorithm for Predicting Need for Mechanical Ventilation.
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