Optimal positive end-expiratory pressure obtained with titration of a fraction of inspiratory oxygen: a randomized controlled clinical trial

Abstract

Background

Optimal intraoperative positive end-expiratory pressure (PEEP) improves patient outcomes. Pulse oximetry has been used to determine the lung opening and closing pressures. Therefore, we hypothesized that intraoperative optimal PEEP obtained by titrating inspiratory oxygen fraction (FiO₂) guided with pulse oximetry could improve perioperative oxygenation.

Methods

Forty-six males undergoing elective robotic-assisted laparoscopic prostatectomy were randomly assigned to either the optimal PEEP group (group O; n=23) or the fixed PEEP of 5 cmH₂O group (group C; n=23). Optimal PEEP, defined as the PEEP with the lowest FiO₂ or 0.21 to maintain SpO₂ greater than or equal to 95%, was obtained in both groups after placing the patients in the Trendelenburg position and conducting intraperitoneal insufflation. Optimal PEEP was maintained for patients in group O. A PEEP of 5 cmH₂O intraoperatively was maintained for patients in group C. Both groups were extubated in a semisitting position once the extubation criteria were met. The primary outcome was the arterial oxygen partial pressure (PaO₂) divided by the inspiratory oxygen fraction (FiO₂) prior to extubation. The secondary outcome was the incidence of postoperative hypoxemia (SpO₂ less than 92% on room air after extubation) in the postanesthesia care unit (PACU).

Results

The median optimal PEEP was 16 cmH₂O (IQR 12–18). The PaO₂/FiO₂ prior to extubation was significantly higher in group O than in group C (77.0±4.9 kPa vs. 60.6±5.9 kPa; P=0.04). PaO₂/FiO₂ was also significantly higher in group O 30 minutes after extubation (57.6±1.9 vs. 46.6±1.8 kPa; P=0.01). The incidence of hypoxemia on room air in the PACU was significantly lower in group O than in group C (4.3% vs. 30.4%; P=0.02).

Conclusions

Intraoperative optimal PEEP can be achieved by a titration of FiO₂ guided with SpO₂. Maintaining intraoperative optimal PEEP improves intraoperative oxygenation and reduces the incidence of postoperative hypoxemia.

Trial Registration

The study was prospectively registered on September 10, 2021, in the Chinese Clinical Trial Registry (identifier: ChiCTR2100051010).

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Key findings

• Individualized optimal positive end-expiratory pressure (PEEP) can be achieved with equipment available for anesthesia by titrating the PEEP level with FiO₂ guided by SpO₂. Maintaining the optimal PEEP level improves intraoperative oxygenation and reduces the incidence of hypoxemia immediately after surgery.

What is known and what is new?

• The optimal PEEP can improve the postoperative outcome. However, obtaining the optimal PEEP requires sophisticated equipment.

• The optimal PEEP can be achieved with FiO₂ guided by SpO₂ using existing equipment in any modern anesthesia site, which has significant translational value for daily anesthetic practice.

What is the implication, and what should change now?

• The method we used in this study to obtain the optimal PEEP was simple, practical, and improved the outcomes. Clinicians can adopt it to improve the quality of care.

Introduction

Optimal intraoperative positive end-expiratory pressure (PEEP) has been demonstrated to improve patient outcomes (1,2). However, the optimal PEEP differs among individuals, and an individual’s optimal PEEP is also affected by positioning, muscle paralysis, and several other factors (3,4). The common application of a fixed PEEP often leads to either lung overinflation or atelectasis. Therefore, optimal PEEP should be individualized and adjusted dynamically according to each patient’s needs (5). Several techniques have been used to determine the optimal PEEP (6-10). For example, electrical impedance tomography (EIT) can be performed at the bedside (5,11,12). However, the application of this technique requires special training, which increases the workload of the care team, and the cost efficiency of this procedure remains to be determined. Chest computed tomography (CT) is the gold-standard technique for assessing lung inflation (13). However, it is not feasible for use at the bedside, it exposes patients to X-rays, and its cost-effectiveness is unfavorable. Transpulmonary pressure is another alternative that can be used at bedside and is potentially cost-effective (14). However, it requires special training and additional equipment to measure transpulmonary pressure. In contrast, lung opening or closing pressure can be used to assess and calculate intrapulmonary shunts (15). Normally, the physiologic shunt is set at approximately 5%. If arterial blood oxygen saturation is greater than 97% on room air, the intrapulmonary shunt is estimated to be less than 7% (16). Therefore, this method can be used to assess the fraction of intrapulmonary shunts and subsequently estimate the optimal PEEP (17,18).

Recently, Ferrando et al. (19) reported that optimal PEEP could be obtained via titration by administering a minimal fraction of inspiratory oxygen (FiO₂) with the guidance of pulse oximetry (SpO₂) and measuring transpulmonary pressure in patients who were anesthetized. The authors found that the optimal PEEP values obtained using the two methods were comparable. Another study demonstrated that SpO₂ could be used to determine the individualized lung opening and closing pressures in patients undergoing anesthesia and mechanical ventilation (20). We thus hypothesized that the optimal PEEP could be obtained with titration of the intraoperative PEEP levels and FiO₂ with SpO₂ guidance. Our secondary hypothesis was that the maintenance of the optimal PEEP derived from this method can improve intraoperative oxygenation and reduce the incidence of postoperative hypoxemia. We tested our hypothesis in patients undergoing robotic-assisted laparoscopic prostatectomy (RALP). We present the following article in accordance with the CONSORT reporting checklist (available at https://atm.amegroups.com/article/view/10.21037/atm-22-4357/rc).

Methods

Ethics

This single-center, 2-arm, parallel, randomized controlled study was conducted from May 6, 2021, to October 10, 2021. It was conducted in accordance with the Declaration of Helsinki (as revised in 2013). The study was approved by the Ethics Committee of the Fudan University Shanghai Cancer Center (No. IRB2010225-11), and informed consent was obtained from all the patients. This study was also registered in the Chinese Clinical Trial Registry on September 10, 2021 (identifier: ChiCTR2100051010; principal investigator: JZ).

Inclusion and exclusion criteria

Between May 6, 2021, and October 10, 2021, adult patients aged 18 years or older who were scheduled for elective RALP under general anesthesia and who presented with an American Society of Anesthesiologists (ASA) physical status of I–III were recruited for this study. Patients with acute or chronic respiratory disorders, including chronic obstructive pulmonary disease and asthma, pulmonary hypertension, neuromuscular disease, and/or preoperative SpO₂ less than 95% on room air were excluded. The patient enrollment process is illustrated in Figure 1.

Figure 1.

Flowchart of patient enrollment. PEEP, positive end-expiratory pressure.

Anesthesia management

Each patient’s general demographic and medical characteristics were abstracted from medical records. The characteristics investigated were sex, age, body mass index (BMI), predicted body weight (PBW), ASA classification, medical history, and preoperative SpO₂ on room air. Intravenous access was established upon arrival at the operating room. Routine monitoring for general anesthesia was performed, including electrocardiography, noninvasive blood pressure, SpO₂, capnography, and temperature. A radial arterial line was established to continuously measure arterial blood pressure and intermittent blood sampling for arterial blood gas (ABG) analysis. Patients were preoxygenated as usual at an O₂ flow rate of 6 L·minute^–1 until their expiratory oxygen concentration reached 80% or higher. Anesthetic induction was conducted with an intravenous targeted control infusion (TCI) of 4 µg·mL^–1 of propofol (Marsh mode), 0.3 µg·kg^–1 of sufentanil, and 0.6 mg·kg^–1 of rocuronium (21). A 7.0-sized tracheal tube was inserted, and correct placement was confirmed with auscultation and the presence of bilateral equal breath sounds. General anesthesia was maintained with a continuous TCI infusion of 3 to 4 µg·mL^–1 propofol and 1 to 2 ng·mL^–1 remifentanil (Minto mode) as well as the intermittent administration of rocuronium to maintain adequate muscle paralysis.

Study protocol

The study protocol is summarized in Figure 2. After tracheal intubation, mechanical ventilation was conducted with pressure-regulated volume-controlled ventilation using an operating room ventilator (Flow-I, Maquet Inc., Heidelberg, Germany). The ventilation was set at a tidal volume 6 mL·kg^–1 and was initiated with a FiO₂ of 1.0 to 0.21, a PEEP of 18 cmH₂O, and a respiratory rate of 12–15 beats per minute to keep the end-tidal CO₂ partial pressure between 35 and 45 mmHg. After the patients were placed in the Trendelenburg position and peritoneal insufflation was performed, they received the first recruitment maneuver (RM1) of 40 cmH₂O for 15 seconds followed by PEEP at 18 cmH₂O. This procedure was similar to that of a previous study demonstrating that the maximal optimal PEEP was not greater than 18 cmH₂O (4). If the peak inspiratory pressure was greater than 40 cmH₂O at a PEEP of 18 cmH₂O, the participant’s study was terminated. The target SpO₂ was 95–96%.

Figure 2.

Experimental protocol for PEEP titration. Group C, control group with a fixed PEEP of 5 cmH₂O; group O, optimized PEEP group with an individualized PEEP at which SpO₂ was maintained at 95–96% with minimal FiO₂; TV, tidal volume; ETCO₂, end-expiratory carbon dioxide partial pressure; SpO₂, pulse oxygen saturation; RM, recruitment maneuver; PACU, postanaesthesia care unit. PEEP, positive end-expiratory pressure; PaO₂, oxygen partial pressure in arterial blood; FiO₂, fraction of inspired oxygen.

The PEEP titration process is shown in Figure S1. If the SpO₂ was 95–96% with a FiO₂ of 0.21 and a PEEP of 18 cmH₂O, the optimal PEEP was 18 cmH₂O; this was kept constant throughout the procedure until extubation. If the SpO₂ was greater than 96%, the PEEP was reduced by 2 cmH₂O stepwise, with each step lasting for 5 minutes until SpO₂ dropped below 95%. Then, PEEP was increased up to 18 cmH₂O in reverse order in the same stepwise manner until the intended SpO₂ was reached and remained at a steady saturation of 95–96%. At a PEEP of 18 cmH₂O, if the SpO₂ was lower than 95%, the FiO₂ was incrementally increased by 0.05 per step; each step lasted for 5 minutes in order to achieve an SpO₂ of 95–96%. If PEEP was increased to 18 cmH₂O and FiO₂ was measured at 1.0 but the SpO₂ remained lower than 95%, the study was terminated. The PEEP level at the minimal FiO₂ necessary to maintain a SpO₂ of 95–96% was considered the optimal PEEP. Once the optimal PEEP was achieved, patients randomized to group C received a PEEP of 5 cmH₂O intraoperatively or were maintained within group O, thus maintaining optimal PEEP until extubation. Patients in both groups were extubated in the postanesthesia care unit (PACU) in the semisitting position once they met the criteria for extubation according to the judgment of their medical care team.

For both groups, intraoperative pulmonary dynamic compliance (Cdyn), PEEP, FiO₂ (i.e., real-time FiO₂ obtained from the gas analyzer within the anesthesia machine), driving pressure (defined as plateau pressure minus PEEP), and plateau pressure (determined as the pressure at the end of inspiration as displayed on the anesthesia machine) were recorded. Intermittent ABG analysis was performed in order to verify the accuracy of the SpO₂ readings and to calculate the alveolar-arterial gradient [P(A-a)O₂], while the respiratory rate was adjusted to maintain the PaCO₂ in the range of 35–45 mmHg. In the PACU, vital signs and ABG results were recorded at 5, 10, and 30 minutes after extubation, and supplementary O₂ was provided to the patients via a nasal cannula if the SpO₂ was below 92%.

Statistical analysis

Intraoperative PaO₂/FiO₂ was reported as 55.7±10.9 kPa before extubation in patients undergoing RALP (4). We assumed that there were 10 kPa differences between the 2 groups, with a variance of 10.9 kPa, a statistical power of 80%, and a 2-sided α significance level of 0.05. A sample size of at least 18 patients in each arm was required to test our hypothesis. Considering a dropout rate of 30%, a total of 24 patients for each group and 48 patients in total were enrolled. Randomization was performed using a minimization randomization method as previously described (22). Patients were stratified by age (<65 vs. ≥65 years) and BMI (<24 vs. ≥24 kg·m^–2) to test differences in age and BMI distribution. The randomization was performed via MinimPy2 version 2.0 (OSDN, Columbus, OH, USA). Randomization was performed the day before surgery by a research team member (LLG) who was blinded to the trial condition. The data were managed and analyzed by an independent researcher (PL).

Continuous variables are presented as means ± SD or medians with IQR according to whether the distribution was normal, while categorical variables are presented as counts and percentages. The χ² test was used to compare differences in patient characteristics between the 2 groups. Unpaired t tests were used to compare differences in oxygen indices, driving pressure, and Cdyn at different time points. Repeated-measures analysis of variance (ANOVA) was used to compare differences in PaO₂/FiO₂, driving pressure, and Cdyn under mechanical ventilation prior to extubation. Differences in vital parameters, vasoactive medication dosage, and incidence of complications were tested via unpaired t tests. The Wilcoxon/Mann-Whitney test was used when the data were not normally distributed. Statistical analysis was performed using SPSS 24.0 (IBM, Armonk, NY, USA) and GraphPad Prism version 8.0 (GraphPad Inc., San Diego, CA, USA). Statistical significance was set at P<0.05.

Results

Clinical characteristics

A total of 48 patients were initially enrolled in this study, and 2 patients were excluded from the study because their operations were canceled. Therefore, a total of 46 patients completed the study and underwent a final analysis (Figure 1). The clinical characteristics of the 2 groups are shown in Table 1, while the Perioperative data are shown in Table 2.

Table 1. Patient clinical characteristics.

Characteristics	Group C (n=23)	Group O (n=23)
Age (years)
<65	10 (43.5)	8 (34.8)
≥65	13 (56.5)	15 (65.2)
BMI (kg/m2)
<24	12 (52.2)	13 (56.5)
≥24	11 (47.8)	10 (43.5)
ASA physical status
I	2 (8.7)	3 (13.0)
II	21 (91.3)	20 (87.0)
Smoking status
Never	15 (65.3)	14 (60.9)
Ever	3 (13.0)	4 (17.4)
Current	5 (21.7)	5 (21.7)
Comorbidity
Hypertension	8 (34.8)	6 (26.1)
Diabetes	3 (13.0)	4 (17.4)

Data are presented as number (%). Group C, control group with a fixed PEEP of 5 cmH₂O; group O, optimized PEEP group with an individualized PEEP at which SpO₂ was maintained at 95–96% with minimal FiO₂; BMI, body mass index; ASA, American Society of Anesthesiologists; PEEP, positive end-expiratory pressure.

Table 2. Intraoperative data.

Variables	Group C (n=23)	Group O (n=23)	P value
Anesthesia duration (min)	227.3±7.8	218.7±5.6	0.38
Surgery duration (min)	169.1±6.4	174.1±4.2	0.47
Total amount of fluid infusion (mL)	2,070±56.7	1,904±68.4	0.07
Blood loss (mL)	118.7±10.0	97.8±5.9	0.08
Urinary output (mL)	347.8±37.7	358.7±51.7	0.87
Pneumoperitoneum pressure (mmHg)	14	14	–
Vasoactive injections
Received medication, n (%)	21 (91.3)	22 (95.7)	0.55
Ephedrine (mg)	6.8±1.0	7.2±1.2	0.80
Phenylephrine (μg)	194.8±44.9	183.0±52.0	0.87
P(A-a) O2 pre-extubation (kPa)	9.0±2.0	3.62±0.9	0.01
SpO2 <92% at PACU on room air	7 (30.4)	1 (4.3)	0.02

Data are presented as mean ± SD or number (%). Group C, control group with a fixed PEEP of 5 cmH₂O; group O, optimized PEEP group with an individualized PEEP at which SpO₂ was maintained at 95–96% with minimal FiO₂; P(A-a) O₂, alveolar-arterial gradient; PACU, postanesthesia care unit.

Optimal PEEP level

Among all patients in both groups, the median optimal PEEP was 16 cmH₂O (IQR 12–18 cmH₂O). The FiO₂ needed to obtain the optimal PEEP was 0.21±0.03. The details of the titration process are presented in Table S1. The time allotted to complete the titration of the optimal PEEP was half an hour or less.

Primary outcome

The PaO₂/FiO₂ was statistically significantly higher in group O than in group C prior to extubation (77.0±4.9 vs. 60.6±5.9 kPa; P=0.04; Figure 3A).

Figure 3.

Time course of respiratory mechanics. (A) PaO₂/FiO₂. (B) Time course of FiO₂. (C) Driving pressure. (D) Cdyn. *P<0.05; **P<0.01. Group C, control group with a fixed PEEP of 5 cmH₂O; group O, optimized PEEP group with an individualized PEEP at which SpO₂ was maintained at 95–96% with minimal FiO₂; PEEP, positive end-expiratory pressure; PaO₂, partial pressure of oxygen in arterial blood; FiO₂, fraction of inspired oxygen; Cdyn, dynamic compliance.

Secondary outcomes

The respiratory mechanics corresponding to FiO₂ are shown in Figure 3B. There was no statistically significant difference in the driving pressure between the 2 groups (Figure 3C). The Cdyn was higher in group O than in group C prior to extubation (43.4±2.7 mL·cmH₂O^–1 vs. 36.5±3.4 mL·cmH₂O^–1; P=0.032; Figure 3D). Intraoperative respiratory and blood parameters at 3 time points during the PEEP intervention are shown in Table S2.

Postoperative hypoxemia was defined as SpO₂ less than 92% on room air detected within 30 min after extubation in the PACU. The incidence of hypoxemia was significantly lower in group O than in group C (4.3% vs. 30.4%; P=0.02; Table 2). The P(A-a) O₂ in group C (9.0±2.0 kPa) was statistically significantly higher than that in group O (3.62±0.9 kPa; P=0.01). PaO₂/FiO₂ ratios at 3 time points in the PACU after extubation are shown in Figure S2.

Discussion

The main findings of this study are as follows: (I) the intraoperative optimal PEEP level could be achieved by titrating PEEP and FiO₂ guided by the SpO₂ readout in patients likely requiring a high PEEP; (II) maintaining optimal PEEP improved intraoperative oxygenation and reduced FiO₂ to maintain normoxemia; and (III) the benefit of intraoperative optimal PEEP was sustained postoperatively in terms of reductions in the incidence of postoperative hypoxemia.

Our results confirmed the observations from a previous study and demonstrated that using equipment for routine anesthetic care could obtain an optimal PEEP level (4). This technique has the substantial advantage of being simple to use. In this study, the titration of PEEP and FiO₂ was started simultaneously as the surgery progressed, and the duration of the PEEP titration was 20 to 30 minutes. Therefore, clinicians could obtain individualized optimal PEEP levels without interrupting or prolonging the surgery. This technique does not require additional training or equipment, such as an intraesophageal balloon to calculate transpulmonary pressure (23) or EIT to measure lung aeration (9,24). All the equipment needed to obtain and maintain the optimal PEEP is readily available in any modern operating room or anesthesia site. In addition, PEEP can be constantly reassessed and adjusted intraoperatively to maintain the optimal PEEP when respiratory mechanics change due to changes in the patient’s position or intra-abdominal insufflation pressure. A new algorithm may be developed using a closed-loop system to assess PEEP and automatically determine the individual’s optimal PEEP using this technique.

We tested our hypothesis in patients who underwent RALP because this population is more likely to require a high PEEP to minimize intraoperative atelectasis (25). RALP surgery is performed within the pneumoperitoneum with an intra-abdominal pressure of approximately 15 mmHg. During RALP surgery, the patient is placed in a steep Trendelenburg position (approximately 30 degrees) intraoperatively for over 3 to 4 hours (26,27). Therefore, patients are more prone to perioperative atelectasis formation if the PEEP is insufficiently high to counteract the reduction in functional residual capacity (28). However, in our institute, a PEEP of 5 cmH₂O for patients undergoing RALP is a common practice. There are a few recommendations stating that the PEEP should be higher than 5 cmH₂O if the patient is in the Trendelenburg position and/or if there is pneumoperitoneum (29). A PEEP of 5 cmH₂O seems lower than that reported in the literature. However, guidelines for selecting the appropriate PEEP level for this patient population are unavailable because there is insufficient literature informing these criteria. Any fixed PEEP level would leave some patients either below or above the optimal PEEP level because of the variation in optimal PEEP is large (4). Furthermore, the optimal PEEP is likely not a constant but rather varies depending on the patient’s physiology and positioning as well as the specific surgical intervention (30). The range of the optimal PEEP observed in this study was between 2 and 18 cmH₂O. We encountered a patient who could maintain an SpO₂ greater than 95% with a FiO₂ of 0.21 even when the PEEP was set at 2 cmH₂O. We also performed ABG analysis and confirmed that the SpO₂ and arterial hemoglobin oxygen saturation readouts were comparable. This finding indicates that, even with both pneumoperitoneum and a steep Trendelenburg position, this patient had an intrapulmonary shunt of less than 10% with a PEEP of 2 cmH₂O (16).

A question remains about whether the optimal PEEP level we obtained was truly the optimal PEEP level because we did not have a means of validation via a chest CT scan or electric impedance tomography. However, although this is a scientifically important question, it may not be clinically important. Specifically, the approach employed in this study may not achieve a true PEEP (with no over or under PEEP). However, the PaO₂/FiO₂ improved by 27% (77.0/60.6 kPa) in group O vs. group C prior to extubation. Further studies are needed to determine the efficacy of this technique for achieving a true optimal PEEP compared to that obtained with EIT. Nevertheless, using this technique, we achieved clinically relevant improvements in intraoperative oxygenation compared with routine care. The mean FiO₂ used to achieve optimal PEEP was 0.21, the SpO₂ was 95–96% prior to extubation, and the intrapulmonary shunt was estimated to be less than 10% compared with that of the control group. We chose to titrate the optimal PEEP stepwise and bidirectionally; therefore, we were unlikely to inflate the lung at the optimal PEEP level. This finding suggests that even though the optimal PEEP in the present study may not be a true optimal PEEP, it is likely very close to the true optimal PEEP, and the difference between the two may not have clinical implications. Further studies are needed to assess the agreement of optimal PEEP obtained with the method used in this study as well as other well-established techniques, such as CT scans or EIT.

In our study, despite an observed average reduction of PaO₂/FiO₂ of about 16.4 kPa compared to the individualized PEEP group, we did not observe any intraoperative hypoxic events in the control group during general anesthesia. We believe this occurred because the participants we enrolled were nonobese patients with healthy lungs, among whom mild or moderate atelectasis might not have detrimental effects on oxygenation. We think this improvement in oxygenation may be significant in obese patients and those with impaired lung function.

A high PEEP level has been suggested to improve lung function and oxygenation (4). However, it also carries the risk of hemodynamic compromise. PEEP commonly affects cardiac function in a complex and often unpredictable fashion. PEEP usually does not change the heart rate; therefore, a decrease in cardiac output is a consequence of a reduction in left ventricular stroke volume (31). Particularly, a high PEEP level can restrict venous flow into the thorax by elevating lung volume and intrathoracic pressure, which reduces the filling of the right ventricle, thereby reducing the left ventricular stroke volume and cardiac output (32). A previous study showed that PEEP did not influence intrapulmonary shunt at a low FiO₂ (0.2–0.3), which we set during titration, while it greatly decreased the shunt at an FiO₂ higher than 0.3 (33). This finding can be explained by the fact that PEEP increases functional residual capacity (FRC), which can counteract an FRC reduction caused by high FiO₂. Volume loading can be used to prevent circulatory depression and pulmonary shunt despite a high PEEP level (34). Therefore, we administered fluid loading to reduce the incidence of hypotension in this study.

It is important to note that the benefit of intraoperative optimal PEEP was sustained postoperatively. This is consistent with previous observations suggesting that an intraoperatively individualized PEEP can reduce postoperative atelectasis (2). However, a recent study showed that intraoperative PEEP only improved intraoperative but not postoperative oxygenation (35). This discrepancy among studies, including our current study, might be due to the different extubation approaches employed in the investigations. It is well known that a patient’s FRC depends on their sedation level, muscle tone, and position (36). In our institution, it is routine practice for patients to be extubated in a semisitting position. We observed the benefit of intraoperative PEEP on postoperative oxygenation when all patients were extubated in the semisitting position. Therefore, patients likely maintained a larger FRC (i.e., closer to the normal value) than did patients extubated in the supine position. This notion requires further validation. However, in a report by Simon et al. (35), the position of the patients during extubation was not stated. In our study, because there were no statistically significant differences between the 2 groups in terms of the consumption of intraoperative and postoperative narcotics and residual sedation levels in the PACU, the reduction in the incidence of postoperative hypoxemia on room air in group O was likely due to a reduction in postoperative atelectasis. Since the sample size was relatively small, we could not determine the effect of intraoperative PEEP on other outcomes, such as the incidence of postoperative pulmonary complications, including reintubation and postoperative pneumonia. This was a limitation of our study that should be addressed in further research and clinical practice. Nevertheless, the intrapulmonary shunt in these patients was an important factor because we chose an SpO₂ of 92% or lower as the cutoff for the diagnosis of hypoxemia on room air. If we assume that the hypoxemia was due to the intrapulmonary shunt only and that no hypoxic vasoconstriction was involved, at an SpO₂ of 92%, the intrapulmonary shunt was estimated to be approximately 24% using an equation described previously (16). Further studies should be conducted to assess the effect of intraoperative optimal PEEP on outcomes.

In addition to the substantial strengths of this investigation, this study had several limitations. First, we did not validate our observation that the optimal PEEP achieved with this technique was indeed the true optimal PEEP. Validation using EIT or transpulmonary pressure will be important for assessing the sensitivity and specificity of this method. Second, the American Food and Drug Administration (FDA) recently determined that pulse oximetry is inaccurate for reporting hemoglobin oxygen saturation. However, in this study, we validated SpO₂ readings using ABG analysis. In addition, we used the same brand of oximetry in both groups of patients. Therefore, this potential inaccuracy did not affect our conclusions. Third, it is possible that the PEEP obtained in our study was above the true optimal PEEP. However, we allowed for the descending and ascending stepwise titration of FiO₂ and PEEP. Therefore, the presence of an over and under PEEP at the level that would affect outcomes was possible, but unlikely. Although we may not achieve a perfectly individualized optimal PEEP, in practical terms, the PEEP value achieved in our study was likely close to the true value when the intrapulmonary shunt was less than 10%. Finally, the measure of static compliance (Cstat) would be better than that of Cdyn for our study. Cdyn describes the compliance measured during breathing, which involves a combination of lung compliance and airway resistance. In contrast, Cstat describes pulmonary compliance when there is no airflow, which is determined at the end of exhalation in conditions of a complete absence of flow in the airways. Therefore, the measurement of Cdyn is influenced by the resistance of airways an, compared with Cstat, reflects the extensibility of the lung tissue to a smaller degree.

Conclusions

Individualized optimal PEEP can be achieved with equipment available for anesthesia by titrating PEEP and FiO₂ guided by SpO₂. Maintaining an intraoperative optimal PEEP level improved intraoperative oxygenation and reduced the incidence of postoperative hypoxemia in patients likely to require a high intraoperative PEEP. Since the method we used in this study to obtain the optimal PEEP was simple and practical, hopefully, clinicians will be willing to adopt it and improve their quality of care.

Supplementary

The article’s supplementary files as

Ethical Statement: The authors are accountable for all aspects of the work in ensuring that questions related to the accuracy or integrity of any part of the work are appropriately investigated and resolved. This study was conducted in accordance with the Declaration of Helsinki (as revised in 2013). The study was approved by the Ethics Committee of the Fudan University Shanghai Cancer Center (No. IRB2010225-11), and informed consent was obtained from all the patients.