Objective To assess the diagnostic accuracy of peripheral capillary oxygen saturation (SpO2) while breathing room air for 5 min (the ‘Air-Test’) in detecting postoperative atelectasis.
Design Prospective cohort study. Diagnostic accuracy was assessed by measuring the agreement between the index test and the reference standard CT scan images.
Setting Postanaesthetic care unit in a tertiary hospital in Spain.
Participants Three hundred and fifty patients from 12 January to 7 February 2015; 170 patients scheduled for surgery under general anaesthesia who were admitted into the postsurgical unit were included.
Intervention The Air-Test was performed in conscious extubated patients after a 30 min stabilisation period during which they received supplemental oxygen therapy via a venturi mask. The Air-Test was defined as positive when SpO2 was ≤96% and negative when SpO2 was ≥97%. Arterial blood gases were measured in all patients at the end of the Air-Test. In the subsequent 25 min, the presence of atelectasis was evaluated by performing a CT scan in 59 randomly selected patients.
Main outcome measures The primary study outcome was assessment of the accuracy of the Air-Test for detecting postoperative atelectasis compared with the reference standard. The secondary outcome was the incidence of positive Air-Test results.
Results The Air-Test diagnosed postoperative atelectasis with an area under the receiver operating characteristic curve of 0.90 (95% CI 0.82 to 0.98) with a sensitivity of 82.6% and a specificity of 87.8%. The presence of atelectasis was confirmed by CT scans in all patients (30/30) with positive and in 5 patients (17%) with negative Air-Test results. Based on the Air-Test, postoperative atelectasis was present in 36% of the patients (62 out of 170).
Conclusion The Air-Test may represent an accurate, simple, inexpensive and non-invasive method for diagnosing postoperative atelectasis.
Trial Registration NCT02650037.
- adult anaesthesia
- adult intensive & critical care
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Strengths and limitations of this study
This study used a simple and fast room air breathing trial (the ‘Air-Test’) in the early postoperative period to diagnose atelectasis.
Diagnostic accuracy was assessed by measuring agreement between the index test and the reference standard CT scan images.
This study was a pilot study, and a large external validation study is now needed.
The Air-Test had several limitations related to the pulse oximeter and to the test itself, which could limit its clinical application in some cases.
An estimated 234 million major surgical procedures are undertaken each year worldwide.1 Atelectasis may develop in nearly 90% of patients put under general anaesthesia and can persist during the immediate postoperative period and up to several days after surgery.2–5 Persistence of atelectasis after surgery is potentially associated with postoperative pulmonary complications such pneumonia, acute lung injury and extubation failure requiring reintubation.3–7 Hypoxaemia, a direct consequence of atelectasis,8 may also promote systemic complications such as acute myocardial ischaemia or impaired wound healing, among others.9
Oxygen therapy is usually given in the postoperative period to alleviate hypoxaemia,10 which develops in most patients after general anaesthesia. As a result, the majority of atelectasis cases in the postoperative period cannot be diagnosed at the bedside, thus precluding the application of any corrective measures and potentially increasing the risk of atelectasis-related postoperative complications. However, using a low (0.21) fractional inspired oxygen (FiO2) may improve lung function categorisation as measured by peripheral capillary oxygen saturation (pulse oximetry haemoglobin saturation; SpO2) values, because it forces SpO2 to operate in the steep section of the oxygen–haemoglobin dissociation curve and can therefore be used to estimate the alveolar shunt using the SpO2–FiO2 diagram described by Jones and Jones.11 This could help to unmask underlying oxygenation deficits caused by this shunt and thus the presence of atelectasis when SpO2 is low, although this does assume that there is a linear relationship between the alveolar shunt and atelectasis. Consequently, a combination of oxygen therapy with transitory decreases in FiO2 to 0.21 over a 5 min period is enough to achieve a steady state in the expired fractional oxygen concentration (FEO2)12 13 and thus may allow estimation of the alveolar shunt in addition to revealing the presence of atelectasis in the immediate postoperative period.
We hypothesised that changes in arterial oxygen saturation induced by a short FiO2 manoeuvre to reduce it to 0.21 can be used to detect the shunt related to postoperative atelectasis. Thus, the aim of this study was to determine whether SpO2 recorded by pulse oximetry after breathing room air for 5 min (the ‘Air-Test’) can reveal the presence of atelectasis and to establish the relationship between SpO2 and the presence of atelectasis as assessed by a CT scan.
We performed a prospective, cohort study in the postsurgical recovery unit at the University Clinical Hospital (Hospital Clínico Universitario) in Valencia (Spain), from 12 January to 7 February 2015. The study was approved by the Local Ethics Committee for Clinical Research (Chairperson: Dr Antonio Peláez), is in accordance with the Declaration of Helsinki on human experimentation and was registered on 28 December 2015 at http://www.clinicaltrials.gov with identification no. NCT02650037. Written informed consent was obtained from all the patients involved in the study. The complete and original protocol is described in this section.
The study included consecutively recruited patients with an American Society of Anesthesiologists physical status of I–III who were scheduled for elective surgery with general anaesthesia and admitted to the postsurgical unit. Exclusion criteria were: (1) age <18 years, (2) pregnancy, (3) previous lung resection, (4) cardiac and lung resection surgery or (5) preoperative SpO2 ≤97% on room air. Postoperatively, patients who had given their consent were excluded if they met any of the following criteria: (1) patients not extubated in the operating room, (2) patients requiring any kind of ventilatory support, (3) postoperative haemoglobin <10 g/dL, (4) need for continuous vasopressor or inotropic support, (5) agitation/sedation Richmond scale >1 or <−1 and (6) pain >4 (evaluated with the visual analogue scale) after the first 30 min in the postanaesthesia care unit (PACU; figure 1).
Intraoperative anaesthesia management followed standard clinical routines and the study started on arrival at the postsurgical unit. A multiparameter IntelliVue MX450 (Philips Healthcare, Böblingen, Germany) monitor was used for all patients to monitor the patient's heart activity (via ECG), systemic arterial pressure (non-invasively) and SpO2. The MX450 monitor pulse oximeter finger probe uses Fourier artefact-suppression technology (FAST) to measure SpO2; its characteristics are described in online supplementary 1 of this article's supporting digital content.
Index test for postoperative atelectasis
Patients received supplemental oxygen through a venturi mask with a jet and flow adjusted to a theoretical FiO2 of 0.5 for the first 30 min. The Air-Test was then performed by removing the oxygen mask and leaving the patients breathing room air for at least 5 min while continuously monitoring SpO2 with a pulse oximeter finger probe. The Air-Test result was considered positive when the recorded SpO2 was ≤96% and negative when SpO2 was ≥97%. We selected this cut-off value to diagnose atelectasis based on the SpO2–FiO2 diagram10 described by Jones showing that SpO2 ≤96% corresponds to a shunt effect of more than 10% and defines alveolar collapse. Recently, Tusman et al14 used a similar approach by using a FiO2 of 0.21 to define an open-lung condition in anaesthetised patients while ventilated.
We used a 5 min time interval based on the results we obtained in our pilot study performed with 10 healthy non-smoker volunteers at the Private Community Hospital (Hospital Privado de Comunidad in its original Spanish) in Mar del Plata (Argentina) to establish the mean time from removal of a venturi mask providing oxygen supplementation to detection of a FEO2stabilisation signal—in this case, 56 (±7) s. Interventions and results are described in online supplementary 1 of our additional digital content. Furthermore, the selected time was also based on results from spontaneously breathing patients published by Howe et al12 and in mechanically ventilated patients described by Fildissis et al.13 Both studies showed that the partial-pressure of oxygen in arterial blood (PaO2) measured 5 min after discontinuation of supplementary oxygen represents a steady-state condition in lung-healthy patients.
The Air-Test was performed 30 min after PACU admission for safety reasons. This arbitrary time restraint was set to provide sufficient time for staff to carry out all the necessary tests and to check that patients met all the discharge criteria, thus ensuring their safe release from the PACU after having received general anaesthesia. The reference standard test for postoperative atelectasis (a CT scan) was performed in a random selection of these patients as soon as possible after completing the Air-Test (in order to minimise bias). In addition, we evaluated the prevalence of positive Air-Test results. Once the Air-Test was completed, a blood sample was drawn from each patient while breathing room air in order to perform an arterial blood gas analysis (Radiometer ABL 520 blood gas analyser, Radiometer, Copenhagen, Denmark). The oxygen mask was placed back whenever their SpO2 fell to 92% for more than 1 min during the Air-Test and until the end of the protocol after the Air-Test was completed.
Randomisation of patients for the reference standard test (CT scan)
Approximately 25 min later, patients were randomly selected to undergo a CT scan evaluation—the gold standard technique used for diagnosing atelectasis. We used adaptive randomisation that allowed us to minimise the CT scan exposure in patients not expected to have atelectasis while maintaining a sufficient number of patients on each arm to be able to conduct adequate statistical comparisons.15
Postoperative atelectasis (CT scan) reference standard test
For the purpose of this study and based on previous data,14 the presence of an atelectatic area of less than 2% in the CT scan was considered negligible (negative), because it does not cause a clinically relevant alveolar shunt.16 17 CT scans were acquired with 16 detectors per row and 32 slices using an Aquilion LB scanner (Toshiba). Scans (120 kV, 100–140 mA and 0.5 s rotation time) were obtained during an expiratory hold after a normal inspiration. The images were reconstructed in 5 mm thickness slices with 5 mm intervals and with a depth of 12 bits per pixel. Each right and left surface of normally aerated tissue and atelectasis were semi-automatically delineated. To this aim a customised MATLAB script was used to automatically select the normally aerated lung surface with a window setting of −1000 to +100 Hounsfield units (HU). Segmentation was manually corrected by an expert to remove the heart, the major vessels, the bronchus and artefacts and to delineate the atelectatic tissue. Finally, an automatic thresholding was applied to the atelectasis regions (HU from −100 to +100). After this correction, normally aerated lung and atelectasis tissue separation was automatically corrected. . CT densities were quantitatively analysed using previously validated methods.18 19 The atelectatic area was expressed in square centimetre as the mean and SD and as a percentage of the total lung area. Volumes for the different segmented regions of interest (ROIs) were calculated using equation 1:
Where V is the set of voxels inside the ROI and x, y and z are the voxel sizes in the three dimensions, in millimetres. Volumes are given in millilitres.
Where V represents the set of voxels inside the ROI under study, i represents the voxel index from V, HUi represents the CT value for voxel i, and VOLvoxel represents the voxel volume for the image being processed, in millilitres. The atelectatic mass was expressed in grams as the mean±SD and as a percentage of the total lung mass. The thoracic level for CT scan analysis was not predefined but was performed at the region presenting the largest amount of atelectasis, independently in each lung. All CT images were analysed by the same radiologist and computer engineer who were blinded to the purpose of the study.
Index test (Air-Test) diagnostic test
A 2×2 table was used to assess the sensitivity=(TP/(TP+FN))×100, specificity=(TN/(FP+TN))×100 and diagnostic accuracy=((TP+TN)/(TP+TN+FP+FN))×100 of the Air-Test, where TP is true positive, TN is true negative, FP is false positive and FN is false negative.
The total sample size was not calculated because this was a cohort study. Similarly, the sample size for the randomised CT scan group was not calculated because this was preliminary pilot study. Thus, we arbitrarily decided that the minimum sample size should be at least 50 patients (25 patients each with positive or negative Air-Test results). Data were analysed using the statistical software R, V.18.104.22.168 All the analyses performed were prespecified, and statistical description of the baseline demographics were obtained from the Rmisc and PropCIs libraries. We compared postoperative variables either using the Student's t-test or Mann-Whitney U test for continuous variables, depending on their characteristics: the Shapiro-Wilk test was used to assess normality, the Friedman test for ordinal variables and the binomial test for proportional variables. Data are expressed as the mean (±SD) or median (IQR).
We used a simple linear regression model with the SpO2 and total atelectasis area variables using the following formula: area of atelectasis~SpO2+ε, where ε is the error and a regression line was built on the resulting scatterplot using the lm() function. The diagnostic accuracy and sensitivity analysis were conducted in R with the pROC library. The CIs of the thresholds or the sensitivity and specificity values were computed with bootstrap resampling and averaging methods, as described by Fawcett,22 which have been shown to generate unbiased optimism-adjusted estimates of the CI statistics. The patients were resampled for all bootstrap CIs, and the modified curve was built before the statistics of interest were computed. As in the bootstrap comparison test, the resampling was stratified.23 For all comparisons, a two-sided value of p<0.05 was considered significant.
A total of 181 out of 350 eligible patients scheduled for surgery were enrolled; 170 of these underwent the Air-Test in the postoperative unit; 30 randomly assigned patients from the 62 positive Air-Test results and 29 from the 108 negative Air-Test results were also assessed with CT imaging (figure 1).
Baseline demographic and clinical characteristics of all the patients
The demographic, surgical, intraoperative ventilatory management data and clinical variables after the completion of the Air-Test are shown in table 1. Patients with positive Air-Test results were older, predominantly male, had a higher Assess Respiratory Risk in Surgical Patients in Catalonia24 score and weighted more compared with those with negative test results. There were no significant differences regarding intraoperative management, type and surgery duration between either group. Oxygenation (ie, PaO2) was 25% lower in patients with a positive test result (p<0.001). In addition, SpO2 fell in the steep section of the oxygen-haemoglobin dissociation curve for patients with positive test result but not for patients with a negative test result. All the patients were haemodynamically stable and normothermic.
Baseline demographic and clinical characteristics of patients in the reference standard (CT scan) group
Of the 59 patients evaluated with a CT scan, all those with a positive Air-Test and 5 of those with a negative Air-Test result (17%) had a measurable atelectasis (area >2% of the whole lung) on their CT scan. When mass analysis was used to diagnose atelectasis, 27 patients with a positive Air-Test result and only 3 patients with a negative Air-Test result had measurable atelectasis (mass >2% of the whole lung). None of the patients with a negative Air-Test result and atelectasis on their CT scan had a SpO2 >98% and an atelectatic area or mass >4%. Receiver operating characteristic (ROC) analysis showed that a positive Air-Test (SpO2 ≤96%) result was adequate to diagnose postoperative atelectasis (table 3).
Since the Air-Test could be affected by several factors such as dyshaemoglobinaemia, low-perfusion status, motion artefact and hypothermia, we performed two additional analyses to confirm our results. First, the PaO2 threshold value confirming the diagnosis of atelectasis was 78 mm Hg, with a sensitivity of 82.6%, a specificity of 78.7% and an area under the ROC curve of 0.86 (95% CI 76.6% to 96.1%). Second, to check the suitability of SpO2 for diagnosing atelectasis, we performed an ROC test for correlated data between SpO2 ROC and PaO2 ROC. The ROC test showed no differences between either test (p=0.10).
We found a prevalence of positive Air-Test results of 36% in our population (62 of the 170 patients).
No adverse events were reported during the study period.
This diagnostic pilot study showed that performing a postoperative Air-Test 30 min after surgery could accurately diagnose atelectasis and identified a high prevalence postoperative atelectasis. This simple, non-invasive and inexpensive bedside test can be used in healthy patients with a preoperative SpO2 between 97% and 100% while breathing room air and helped to unmask underlying oxygenation deficits and the presence of atelectasis when SpO2 is ≤96%. As previous studies have described, the alveolar shunt induced by atelectasis is the main cause of oxygenation impairment during the postoperative period.15 In fact, Rothen et al25 showed that 75% of PaO2 impairment is related to atelectasis and airway closure in patients with healthy lungs. Based on this statement, our results are in line with those of Witting and Lueck,26 who found that an SpO2 of ≤96% in patients breathing room air was synonymous with a diagnosis of hypoxaemia (defined as PaO2 <70 mm Hg in their study) with a sensitivity of 100%, a specificity of 54% and an area under the ROC curve of 0.91 (95% CI 0.78 to 0.94).
We found a rate of 17% false-negative Air-Test results in patients who presented an atelectasis area higher than 2% in their CT images, which reduced to 10% when mass was used to diagnose atelectasis. There are several potential reasons for this decreased sensitivity. First, the test duration: perhaps 5 min is insufficient time to achieve a steady-state FEO2 in some patients. Some authors found that slightly longer times (5.5 (4.8) min in healthy patients27 or 7.1 (2.1) in COPD patients) were required in mechanically ventilated patients.28 Another potential cause for the false negatives might be the percentage of pulse oximeter measurements because an error bias of up to 2% and differences in precision of up to 3% compared with the reference standard (carbon monoxide-oximeter) have been described for these data.29 Although we did not find false positives when the area was used to diagnose postoperative atelectasis, three of the 30 patients with a positive Air-Test result did not present an atelectasis mass of >2%. In addition to the bias and variation in precision discussed above, this error could also potentially be caused by overestimation of the atelectasis-induced alveolar shunt (based on the SpO2–FiO2 diagram11) because of the presence of low ventilation-perfusion (V/Q) zones that can appear during mechanical ventilation.13
In agreement with previous studies, the Air-Test indicated a 36% prevalence of postoperative atelectasis; Akça et al found a similar prevalence using CT scans in 30 patients after colon surgery.30 Our findings also correlate with the prevalence of postoperative SpO2 of ≤96% found by Severgnini et al where 12 of the 27 patients in the control group and eight of the 28 patients in the study group (representing a prevalence of 36% in the total population) had an SpO2 of ≤96% while breathing room air (unpublished data), but no atelectasis was diagnosed by chest radiography.31 Recently, an observational study that continuously monitored SpO2 in 833 unselected postoperative patients for 48 hours demonstrated a 37% prevalence of hypoxaemia (SpO2 <90%).9 However, in general, the rate of atelectasis usually reported is much lower.24 32 Two recent trials, which together included more than 1200 patients, reported an atelectasis prevalence of around 15% when diagnosed by chest radiography.33 34 However, this low prevalence might be explained by the low sensitivity and specificity of chest radiographs, and when compared with the prevalence observed in our study using CT scans, suggests that atelectasis is usually underestimated.
There are several limitations to our study that we would like to acknowledge and expand on here. First, the Air-Test can only be applied to patients with a preoperative SpO2 of ≥97% on room air because at lower percentages it is impossible to differentiate whether the postoperative SpO2 measured indicates the presence of postoperative atelectasis or of previous lung disease. However, a high percentage of patients scheduled for surgery have an SpO2 of ≥97%.24 Second, intraoperative respiratory complications that decrease low V/Q zones and therefore decrease SpO2 (eg, lung oedema or pneumothorax) may overestimate the atelectasis-induced alveolar shunt when this measurement is based on SpO2–FiO2. However, these postoperative complications in the immediate postoperative period rarely appear.34 Third, compensatory mechanisms that come into play in the presence of atelectasis, such as hypoxic pulmonary vasoconstriction, decrease this shunt and therefore may also increase SpO2 and thus, based on the SpO2–FiO2 chart,11 would underestimate atelectasis. These latter two limitations may decrease the sensitivity and specificity of the Air-Test. Fourth, temporal factors could have also affected our results because of potential time delays between testing the arterial blood gases and performing the Air-Test and CT scans. However, even if this represents a problem, the results would have been negatively affected because a time-dependent reduction in postoperative atelectasis occurs as patients improve their breathing capacity. Fifth, it is possible that the pulse oximeter may have underestimated postoperative atelectasis in the presence of dyshaemoglobinaemia or overestimated it in the presence of anaemia, a low perfusion state, motion artefacts or hypothermia.29 Some of these limitations are related to the pulse oximeter and to the Air-Test itself, because shifts on the oxy-haemoglobin dissociation curve can affect the principle used by Jones and Jones to describe the SpO2–FiO2 diagram.11 However, this limitation was well controlled, as shown in tables 1 and 2. Finally, for the purpose of this study, an atelectatic area of less than 2% in the CT scan was considered negligible; although this percentage is not clinically relevant, these atelectasis, which are not diagnosed with the Air-Test, could potentially trigger an inflammatory response35 that would therefore affect the rationale behind using this test.
Implications for practice
First, this is a pilot study and an adequately powered large external validation study looking at a more heterogeneous surgical population (eg, including obese patients without previous normal lung function or patients with a preoperative SpO2 of <97%) is still needed. This study should aim to validate the Air-Test as a surrogate for the presence of postoperative atelectasis and could also analyse it at different time points, with different pulse oximeter technologies, and in patients who had not previously received supplemental oxygen delivery during the postoperative period, in order to check if there is any correlation between the SpO2 values during the Air-Test and the area of atelectasis measured by the index test CT scan.
Second, the Air-Test could be used as a standardised screening test that could be applied in order to evaluate postoperative oxygenation before allowing patients to leave the PACU; its use could therefore contribute to speeding up the flow of patients through the PACU without jeopardising the provision of high-quality care because it might be able to more accurately identify patients without postoperative lung derecruitment (negative Air-Test results) from those with an increased risk of postoperative hypoxaemia (positive Air-Test results)36 and thus, those who should, ideally, be more closely monitored during this period and would likely benefit from measures to revert atelectasis. Thus, this non-invasive and inexpensive discriminatory test may have the potential to positively impact healthcare costs.37 Despite the potential benefits of employing this test, as shown by several studies,38 its more mainstream use remains uncertain.39 However, a clinical trial that uses the Air-Test to individually indicate the application of postoperative continuous positive end-expiratory pressure is currently ongoing.40
We have demonstrated that the Air-Test can be used as an accurate, simple, inexpensive, non-invasive and readily available method for diagnosing postoperative atelectasis, although these results should be confirmed in further, adequately powered studies.
Contributors CF and FJB had full access to all data and are responsible for the integrity and the accuracy of the data analysis. Study design: CF, CR, JR, GT, FSS and FJB. Acquisition and analysis of data: CF, CR, JR, RD, GT, MS, PV, AV, FS, AJ, JuC, JN, CP, NP, CR, JR, JV and FJB. Interpretation of data: CF, GT and JaC. Drafting of the manuscript: CF, JV and FJB. Critical revision of the manuscript for intellectual content: CF, GT, FSS, JaC, JV and FJB.
Funding This research received no specific grants from any funding agency in the public, commercial or not-for-profit sectors.
Competing interests All the authors have completed the ICMJE uniform disclosure form atwww.icmje.org/coi_disclosure.pdf and declare they received/have: no support from any organisation for the submitted work; no financial relationships.
Ethics approval The study was approved by the Local Ethics Committee for Clinical Research in accordance with the Declaration of Helsinki (Chairperson: Dr Antonio Peláez), and registered on 28 December 2015 at
Provenance and peer review Not commissioned; externally peer reviewed.
Data sharing statement Additional unpublished data are available by request to the lead author.
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