Abstract
Background and objective
This study aims to evaluate the impact of diffusing capacity of the lung for carbon monoxide (DLco) before and after neoadjuvant concurrent chemoradiotherapy (CCRT) on postoperative pulmonary complication (PPC) among stage IIIA/N2 non-small-cell lung cancer (NSCLC) patients.
Methods
We retrospectively studied 324 patients with stage IIIA/N2 NSCLC between 2009 and 2016. Patients were classified into 4 groups according to DLco before and after neoadjuvant CCRT; normal-to-normal (NN), normal-to-low (NL), low-to-low (LL), and low-to-very low (LVL). Low DLco and very low DLco were defined as DLco < 80% predicted and DLco < 60% predicted, respectively.
Results
On average, DLco was decreased by 12.3% (±10.5) after CCRT. In multivariable-adjusted analyses, the incidence rate ratio (IRR) for any PPC comparing patients with low DLco to those with normal DLco before CCRT was 2.14 (95% confidence interval (CI) = 1.36–3.36). Moreover, the IRR for any PPC was 3.78 (95% CI = 1.68–8.49) in LVL group compared to NN group. The significant change of DLco after neoadjuvant CCRT had an additional impact on PPC, particularly after bilobectomy or pneumonectomy with low baseline DLco.
Conclusions
The DLco before CCRT was significantly associated with risk of PPC, and repeated test of DLco after CCRT would be helpful for risk assessment, particularly in patients with low DLco before neoadjuvant CCRT.
Keywords: Non-small cell lung Cancer, Outcomes, Dlco, Postoperative complication
Summary at a glance
Patients with low DLco before CCRT were more likely to experience postoperative pulmonary complications (PPC) compared to patients with normal DLco. Reduction of DLco after CCRT also increased risk of having PPC among patients with low DLco before CCRT.
Introduction
Treatment outcomes are unfavorable in patients with stage IIIA/N2 non-small-cell lung cancer (NSCLC) [1, 2], and the optimal therapeutic approaches for N2 disease remain controversial. Neoadjuvant concurrent chemoradiotherapy (CCRT) followed by surgical resection has been adopted to enhance local control and improve survival [3–6]. However, several studies have determined that aggressive surgical resection after neoadjuvant CCRT is associated with an increased risk of immediate postoperative complications, predominantly pulmonary morbidity and mortality [7]; thus, a select group of patients to reduce postoperative pulmonary complications (PPC) and mortality is necessary to achieve optimal outcomes after neoadjuvant CCRT followed by surgical resection.
Patients with impaired pulmonary function, assessed by forced expiratory volume in 1 s (FEV1) and the diffusing capacity of the lung for carbon monoxide (DLco), have an increased risk of pulmonary complications and poorer survival outcomes [8, 9]. In IIIA/N2 disease planning for neoadjuvant CCRT, as DLco is generally reduced after CCRT, the DLco loss after CCRT has been highlighted to predict PPC.
Nevertheless, there were a few studies evaluating DLco after neoadjuvant CCRT as a predictor of PPC [10–13], which were conducted in a small number of patients with inconsistent results for impact of DLco after CCRT on PPC. Thus, we aimed to confirm the DLco change after CCRT and to evaluate the impact of DLco before and after CCRT on PPC among the large number of patients with stage IIIA/N2 NSCLC. Additionally, we performed subgroup analysis based on the surgical extent.
Patients and methods
Study population
This is a retrospective cohort study. The data was obtained from the lung cancer registry at Samsung Medical Center from January 2009 to December 2016 and there were 333 patients completed induction CCRT followed by surgery with curative intent for histologically confirmed stage IIIA/N2 NSCLC and underwent spirometry and DLco before and after neoadjuvant CCRT. We excluded patients with interstitial lung disease (n = 3), limited resection (n = 3), and salvage operation (n = 6), resulting in 321 patients. This study was approved by the Institutional Review Board of Samsung Medical Center, which exempted the requirement for informed consent as we only used de-identified data retrieved from electronic medical records (IRB no. 2018–08–007-001).
Measurements
Preoperative evaluation
All patients had histologically proven NSCLC with ipsilateral mediastinal nodal metastases confirmed by histological and/or cytological examination (mediastinoscopy, endobronchial ultrasound-guided transbronchial needle aspiration [EBUS-TBNA], Chamberlain incision or thoracoscopy) or by 18F-flurodeoxyglucose positron emission tomography (PET)/computed tomography (CT) scan. Patients were staged according to the seventh edition of the TNM classification [1].
Spirometry and DLco were performed using the Vmax 22 system (SensorMedics, Yorba Linda, CA, USA) according to criteria established by the American Thoracic Society/European Respiratory Society [14, 15]. Absolute values of DLco (mL/mmHg/min) were obtained, and the percentage of predicted values (% pred) were calculated using formula based on a representative Korean sample, which adjusted standard hemoglobin level [16].
Normal DLco was defined as DLco ≥80%, whereas low DLco was defined as DLco < 80% pred, [17]. Given that guideline suggest minimal requirement of postoperative DLco greater than 40% pred, very-low DLco was defined as DLco < 60% pred, which is moderate-to-severe DLco, % pred [18]. To evaluate the impact of change of DLco before and after CCRT on PPC, patients were classified into 4 groups based on DLco level before and after CCRT as follows; normal-to-normal (NN), normal-to-low (NL), low-to-low (LL), and low-to-very low (LVL). (Fig. 1).
Fig. 1.
Study population. CCRT = concurrent chemoradiotherapy, NSCLC = non-small cell lung cancer, DLco = diffusing capacity of the lung for carbon monoxide. * This group include 8 patients whose DLco after CCRT was greater than 80%
The cardiopulmonary exercise test (CPET) was conducted in patients with the predicted postoperative FEV1 or DLco < 40% or to access performance status at the discretion of the treating surgeons. Of total 39 patients (12.1%) underwent CPET and all of them had greater than 15 ml/kg/min of maximal oxygen uptake (VO2max) except one 45-year young patient with 12.3 ml/kg/min.
Treatment scheme
Thoracic radiation therapy (TRT) was delivered to patients with a total dose of 44–45 Gy, 1.8 Gy/fraction over 5 weeks. The TRT target volume included the known gross and clinical disease plus adequate peripheral margins. The chemotherapy regimens consisted of weekly intravenous paclitaxel (50 mg/m2) or docetaxel (20 mg/m2) plus cisplatin (25 mg/m2) or carboplatin (AUC, 1.5) for 5 weeks. The first chemotherapy dose was delivered on the first day of TRT. Within 3 or 4 weeks following completion of neoadjuvant treatment, restaging procedures were performed with chest CT and/or PET/CT. Surgical resection was performed within4 to 6 weeks following the completion of neoadjuvant therapy unless the restaging workup showed evidence of progressive disease [6].
Postoperative pulmonary complications
PPC occurred during hospitalization or readmission during the first 60 days postoperatively were reviewed based on the medical records. PPC included pneumonia, acute respiratory distress syndrome (ARDS), respiratory failure, significant atelectasis requiring bronchoscopy or reintubation, bronchopleural fistula, empyema, and prolonged air leakage for more than 5 days. The PPC were classified according to the Clavien–Dindo classification [19], and complications exceeding grade II were analyzed. The definition of PPC is shown in Additional file 1: Table S1. The 30-day and 90-day postoperative mortality were also evaluated.
Statistical analyses
Descriptive statistics were used to summarize the characteristics of patients by the incidence of PPC. Categorical variables were compared using the chi-square or Fisher’s exact tests, and continuous variables were compared using Student’s t-test. Comparison of pulmonary function tests before and after neoadjuvant CCRT were conducted using paired t-tests. Poisson regression with robust error variance was used to assess the association between DLco before and after neoadjuvant CCRT and PPC. For the main analyses, we calculated the multivariable-adjusted relative risk (aRR) and 95% confidence intervals (CI) of PPC. In addition, we modeled percent change as continuous variables using restricted cubic splines with knots at the 5th, 35th, 65th and 95th percentiles of the sample distribution to provide a flexible estimate of the dose-response relationship between percent change of DLco and PPC.
We used two models with increasing degrees of adjustment to account for potential confounding factors and to evaluate the role of potential biological mediators. Model 1 was adjusted for age at diagnosis, sex, and type of surgery, and model 2 was further adjusted for post-CCRT airflow limitation (FEV1 / FVC < 70%) and post-CCRT hemoglobin. We also performed sensitivity analyses for patients who underwent lobectomy to confirm the effects of DLco on PPC. All statistical analyses were two-sided with a significance level of 0.05. Analyses were performed using Stata software (ver.13.0; Stata Corp., College Station, TX, USA).
Results
Characteristics of study population
The mean age of the patients was 61.1 (8.0) and 80.7% of the study populations were male. Of total, 24.6% (n = 79) patients developed at least one PPC. Patient characteristics according to PPC were listed in Table 1. Patients with PPC were significantly older (63.3 year vs. 60.4 years) and more likely to be males (89.9% vs. 77.7%) and to have a smoking history (89.9% vs. 77.3%) compared to patients without PPC. Patients with PPC received more extensive resection, such as bilobectomy or pneumonectomy (30.4% vs. 16.9%), compared to those without PPC. Patients with PPC showed greater impairment in pulmonary function before CCRT, and their mean values of FEV1 (% pred) (P = 0.002) and DLco (% pred) (P < 0.001) were significantly lower than those without PPC.
Table 1.
Characteristics of Study Populations by PPC Development (N = 321)
| Overall (N = 321) | Development of PPC | |||
|---|---|---|---|---|
| No (N = 242) | Yes (N = 79) | P Value | ||
| Age (years) | 61.1 (8.0) | 60.4 (8.0) | 63.3 (8.0) | .006 |
| Sex | .017 | |||
| Male | 289 (80.7) | 188 (77.7) | 71 (89.9) | |
| Female | 62 (19.3) | 54 (22.3) | 8 (10.1) | |
| BMI (kg/m2) | 23.7 (3.1) | 23.8 (3.1) | 23.6 (3.1) | .670 |
| Smoking status | .014 | |||
| Never | 63 (19.6) | 55 (22.7) | 8 (10.1) | |
| Past or current | 259 (80.4) | 187 (77.3) | 71 (89.9) | |
| Histology | .120 | |||
| Adenocarcinoma | 168 (52.3) | 134 (55.4) | 34 (43.0) | |
| Squamous cell | 128 (39.8) | 90 (37.2) | 38 (48.1) | |
| Large cell | 9 (2.8) | 8 (3.3) | 1 (1.3) | |
| Others | 16 (5.0) | 10 (4.1) | 6 (7.6) | |
| Type of surgery | .010 | |||
| Lobectomy | 256 (79.8) | 201 (83.1) | 55 (69.6) | |
| Bilobectomy/Pneumonectomy | 65 (20.2) | 41 (16.9) | 24 (30.4) | |
| PFT before CCRT | ||||
| FVC, % of the predicted value | 91.7 (15.1) | 92.7 (14.8) | 88.6 (15.8) | .036 |
| FEV1, % of the predicted value | 82.8 (16.6) | 84.4 (16.5) | 77.8 (15.9) | .002 |
| FEV1/FVC, % | 70.2 (9.6) | 70.9 (9.4) | 68.1 (10.1) | .003 |
| DLco, % of the predicted value | 82.0 (17.5) | 84.7 (17.7) | 73.7 (14.1) | <.001 |
| PFT after CCRT | ||||
| FVC, % of the predicted value | 90.3 (13.7) | 91.8 (13) | 85.6 (14.8) | <.001 |
| FEV1, % of the predicted value | 84.4 (14.6) | 85.9 (14.1) | 79.8 (15.2) | .001 |
| FEV1/FVC, % | 70.8 (9.0) | 71.2 (8.7) | 69.5 (9.8) | .143 |
| DLco, % of the predicted value | 69.7 (15.1) | 72 (14.9) | 62.8 (13.6) | <.001 |
| Hemoglobin | ||||
| Before CCRT | 13.6 (1.4) | 13.6 (1.4) | 13.5 (1.6) | 0.793 |
| After CCRT | 11.9 (1.5) | 11.9 (1.5) | 11.9 (1.6) | 0.725 |
Values in table are mean (SD), number (%), or median (interquartile range)
BMI body mass index; CCRT concurrent chemoradiotherapy; DLco diffusing capacity of the lung for carbon monoxide; FEV1 forced expiratory volume in one second; FVC forced vital capacity; PFT pulmonary function test; PPC postoperative pulmonary complications
Changes in pulmonary function after Neoadjuvant CCRT
After chemoradiotherapy DLco was decreased by a mean of 12.3% (±10.5) and it was statistically significant (P < 0.001). The FVC was also decreased (91.7% vs. 90.3%, P = .0.012) but the FEV1 was significantly increased after CCRT (82.8% vs. 84.4%, P = 0.001) (Fig. 2).
Fig. 2.
Change of pulmonary function after neoadjuvant CCRT. Neoadjuvant concurrent chemoradiotherapy (CCRT) was associated with a significant worsening of the FVC (% pred) and DLco (% pred), while the FEV1 (% pred) was significantly increased. CCRT, concurrent chemoradiotherapy; FVC, functional volume capacity; FEV1, forced expiratory volume in 1 s; DLco, diffusing capacity of the lung for carbon monoxide
Postoperative pulmonary complications based on DLco before and after CCRT
The details of the pulmonary complication by DLco status was listed in Table 2. The frequency of overall PPC was greater in patients with a low DLco before CCRT compared to those with a normal DLco (35.3% vs. 14.5%, P < 0.001). PPC significantly increased across the four groups based on the DLco before and after CCRT (Fig. 3, P < 0.001). Major PPC, such as pneumonia/ARDS (P < 0.001) and respiratory failure (P < 0.001) developed more often in the LVL group. While there was no significant difference in 30-day mortality, 90-day mortality was significantly higher among the LL group (13.3%) and LVL group (13.6%) compared to those of the NN group (1.3%) (P = 0.002).
Table 2.
Incidence of Postoperative Pulmonary Complications (PPCs) by DLco Status
| PPC | Type of the PPC | Mortality | ||||||
|---|---|---|---|---|---|---|---|---|
| ARDS/Pneumonia | Respiratory failure | Air leakage | BPF/empyema | Atelectasis | 30-day | 90-day | ||
| Overall | 79 (24.6) | 49 (15.3) | 23 (7.2) | 19 (5.9) | 14 (4.4) | 10 (3.1) | 2 (0.6) | 26 (8.1) |
| DLco at diagnosis | ||||||||
| Normal (N = 165) | 24 (14.5) | 14 (8.5) | 4 (2.4) | 5 (3.0) | 4 (2.4) | 4 (2.4) | 0 (0) | 5 (3.0) |
| Low (N = 156) | 55 (35.3) | 35 (22.4) | 19 (12.2) | 14 (9.0) | 10 (6.4) | 6 (3.9) | 2 (1.3) | 21 (13.5) |
| P value | <.001 | .001 | <.001 | .024 | .081 | .533a | .234a | .001 |
| Change before and after CCRT | ||||||||
| NN: Normal → Normal (N = 76) | 7 (9.2) | 3 (4.0) | 0 (0) | 1 (1.3) | 2 (2.6) | 1 (1.3) | 0 (0) | 1 (1.3) |
| NL: Normal → Low (N = 89) | 17 (19.1) | 11 (12.4) | 4 (4.5) | 4 (4.5) | 2 (2.3) | 3 (3.4) | 0 (0) | 4 (4.5) |
| LL: Low → Low (N = 75) | 23 (31.7) | 14 (18.7) | 7 (9.3) | 7 (9.3) | 5 (6.7) | 2 (2.7) | 1 (1.3) | 10 (13.3) |
| LVL: Low → Very Low (N = 81) | 32 (39.5) | 21 (25.9) | 12 (14.8) | 7 (8.6) | 5 (6.2) | 4 (4.9) | 1 (1.2) | 11 (13.6) |
| P for trends | <.001 | <.001 | <.001 | .030 | .148 | .255 | .260 | .002 |
ARDS acute respiratory distress syndrome; BPF bronchopleural fistula; DLco diffusing capacity of the lung for carbon monoxide; PPC postoperative pulmonary complication;
a Fisher’s exact test
Fig. 3.
Incidence of PPC according to DLco before and after CCRT. The postoperative pulmonary complications was significantly increased across the four groups based on diffusing lung DLco and the change of DLco after CCRT. DLco, diffusing capacity of the lung for carbon monoxide; CCRT, concurrent chemoradiotherapy
Compared to patients with a normal DLco before CCRT, those with a low DLco before CCRT showed a significant increase risk in PPC [Incidence rate ratio (IRR) = 2.14, 95% confidence interval (CI) = 1.36–3.36].
When DLco before and after CCRT were categorized into the four groups, patients in the NL group had no differences in any PPC compared to the NN group. However, the IRR for any PPC, comparing the LL group with the NN group, was 3.03 (95% CI = 1.34–6.89). Furthermore, patients with LVL group showed approximately four-fold increased risk of developing PPC (IRR = 3.78, 95% CI = 1.68–8.49) (Table 3).
Table 3.
Incidence Rate Ratio (95% Confidence Intervals) for PPCs by DLco Status
| Crude IRR (95% CI) | Model 1 IRR (95% CI) | Model 2 IRR (95% CI) | |
|---|---|---|---|
| DLco at diagnosis | |||
| Normal (N = 165) | Reference | Reference | Reference |
| Low (N = 156) | 2.42 (1.58, 3.72) | 2.14 (1.38, 3.30) | 2.14 (1.36, 3.36) |
| P value | < .001 | .001 | .001 |
| Dlco Before And After CCRT | |||
| NN: Normal → Normal (N = 76) | Reference | Reference | Reference |
| NL: Normal → Low (N = 89) | 2.07 (0.91, 4.74) | 2.01 (0.88, 4.60) | 2.05 (0.89, 4.73) |
| LL: Low → Low (N = 75) | 3.33 (1.52, 7.30) | 3.00 (1.34, 6.73) | 3.03 (1.34, 6.89) |
| LVL: Low → Very Low (N=81) | 4.29 (2.01, 9.14) | 3.63 (1.67, 7.88) | 3.78 (1.68, 8.49) |
| P for trends | < .001 | .004 | .005 |
CCRT concurrent chemoradiotherapy; CI confidence intervals; DLco diffusing capacity of the lung for carbon monoxide; FEV1 forced expiratory volume in one second; FVC forced vital capacity; IRR incidence rate ratio; PPC postoperative pulmonary complication
Model 1: Adjusted for age, sex and type of surgery (lobectomy vs others)
Model 2: Further adjusted for post CCRT airflow limitation (FEV1 / FVC < 70%), and post CCRT hemoglobin
These findings were also consistent after sensitivity analyses among patients who underwent lobectomy (Additional file 1: Table S2). The aIRR for any PPC tended to increase with a decrement of DLco after CCRT. In particular, the risk of PPC after bilobectomy or pneumonectomy sharply increased in patients with a low DLco before CCRT, when they had a greater than approximately 20% decrement of DLco after CCRT (Fig. 4).
Fig. 4.
Incidence rate ratio (IRR) for PPC by DLco status and surgical extent. (a) All patients. (b) All patients with lobectomy. (c) All patients with bilobectomy/pneumonectomy. (d) Patients with baseline normal DLco. (e) Patients with baseline normal DLco with lobectomy. (f) Patients with baseline normal DLco with bilobectomy/pneumonectomy. (g) Patients with baseline low DLco. (h) Patients with baseline low DLco with lobectomy. i) Patients with baseline low DLco with bilobectomy/pneumonectomy. There was a tendency to increase IRR for any postoperative pulmonary complication (PPC) when there was an approximately 20% decrement of DLco after neoadjuvant CCRT. In particular, the risk of PPC after bilobectomy or pneumonectomy sharply increased with greater than 20% of decrement of DLco after neoadjuvant CCRT in patients with low baseline DLco. DLco, diffusing capacity of the lung for carbon monoxide; CCRT, concurrent chemoradiotherapy
Discussion
In this study with patients with stage IIIA/N2 NSCLC, we found that neoadjuvant CCRT was associated with significant worsening of the DLco, and the risk of PPC was mainly determined by the DLco before CCRT rather than DLco after CCRT. Moreover, we also found that the pronounced change in DLco after neoadjuvant CCRT had a negative impact on PPC after bilobectomy or pneumonectomy, in particular, among patients with a low DLco before CCRT.
While neoadjuvant CCRT followed by surgery improves the oncological outcomes of IIIA/N2 NSCLC [3–6], it increases the risk of postoperative complications [7]. In our study, however, the risk of having PPC was not significantly increased in patients with a normal DLco before CCRT, regardless of deterioration in DLco after CCRT. Moreover, patients with a consistently normal range DLco both before and after CCRT had less than a 10% incidence of PPC, which is comparable to those in early-stage NSCLC patients who had surgery without neoadjuvant treatment [20, 21]. In other words, the results of our study indicate that neoadjuvant CCRT followed by surgery could have acceptable morbidity in patients with a normal DLco both before and after CCRT.
With accounting DLco before and after CCRT, LL group had an approximately 3.0-fold increase in their risk for PPC and LVL group had approximately 3.8-fold increase in their risk for PPC, compared to patients with a consistently normal DLco before and after CCRT. As bilobectomy or pneumonectomy is a very strong risk factor for PPC, we performed sensitivity analyses according to the surgical extent to define the true effects of DLco. When the analyses were restricted to patients with lobectomy, the relative risk for PPC were similar between the LL group and the LVL group supporting that risk of PPC is mainly determined by DLco before CCRT. Nevertheless, remarkable reduction of DLco after neoadjuvant CCRT tended to increase the risk of PPCs when we restricted the analysis to patients with bilobectomy or pneumonectomy who had a low DLco before CCRT. This might be because pneumonectomy is associated with a significant decrease in pulmonary function with anatomical change [22]. In addition, pulmonary and systemic vascular resistance and arteriovenous oxygen difference were more pronounced after pneumonectomy or bilobectomy compared to after lobectomy, leading to a number of potential complications that involve the pulmonary and cardiovascular system [10, 23, 24]. A low DLco before CCRT implicating insufficient remaining healthy lung parenchyma might give an additional effect on increasing PPC risk after bilobectomy or pneumonectomy. Thus, repeated evaluation of DLco would be necessary, particularly in patients with a low DLco before CCRT. A further implication of our study is that definitive CCRT might be considered another option, particularly in patients who have a low DLco before neoadjuvant CCRT and are anticipated to undergo bilobectomy or pneumonectomy.
Our study has several limitations. First, the study used data from a retrospective cohort, not all confounders or outcomes were included in the analysis. However, we were able to adjust major risk factors for PPC. Secondly, as this study was conducted at a referral hospital with comprehensive cancer center, the results of the study might not be generalizable to different settings [25]. Finally, our study could not evaluate the detailed causes of low DLco (e.g., emphysema, interstitial lung abnormalities, or pulmonary vasculopathy). Future study is required to elucidate the impact of the neoadjuvant chemoradiation therapy on each of underlying causes of low DLco. In particular, as the presence of emphysema is a common finding among lung cancer patients even in the patients with normal lung function, emphysema stratification and advanced imaging quantification using Parametric Response Mapping (PRM) on chest computed tomography would be of great value.
Conclusions
In conclusion, the risk of PPC was mainly associated with DLco before CCRT, and repeated testing would be also helpful for risk assessment, particularly in patients with a low DLco before neoadjuvant CCRT. These findings could provide therapeutically important information, particularly in terms of patient selection for surgery after neoadjuvant CCRT in those with stage IIIA/N2 NSCLC.
Supplementary information
Additional file 1: Table S1. Definitions of the Postoperative Pulmonary Complications. Table S2. Incidence Rate Ratio (95% Confidence Intervals) for Postoperative Pulmonary Complications by DLco Status after Lobectomy (N = 256)
Acknowledgements
Not applicable.
Availability of data and material
The data will not be shared with a reason.
Conflict of interest
None of the authors has a financial relationship with a commercial entity that has an interest in the subject of this manuscript.
Abbreviations
- ARDS
Acute respiratory distress syndrome
- aRR
Adjusted relative risk
- CCRT
Concurrent chemoradiotherapy
- CI
Confidence intervals
- CT
Computed tomography
- DLco
Diffusing capacity of the lung for carbon monoxide
- EBUS-TBNA
Endobronchial ultrasound-guided transbronchial needle aspiration
- FEV1
Forced expiratory volume in 1 s
- FVC
Forced vital capacity
- IRR
Incidence rate ratio
- L
Low
- N
Normal
- NSCLC
Non-small-cell lung cancer
- PET
Positron emission tomography
- PPC
Postoperative pulmonary complication
- TRT
Thoracic radiation therapy
- VL
Very low
Authors’ contributions
Conception and design: S.S., Y.S.C., J.C., H.Y.L., H.Y.P. Experiment and Data acquisition: S.S., Y.S.C., J.J.J, Y. M, S.H.S., J.H.C., H.K.K, J.K., J.I.Z., Y.M.S., K.P., M-J A., Y.C.A., G.L., H.Y.L., H.Y.P. Analysis and interpretation: S.S., Y.S.C., D.K., J.C., H.Y.L., H.Y.P. Drafting the manuscript: S.S., Y.S.C., D.K., H.K.K, Y.M.S., J.C., H.Y.L., H.Y. P. Critical revision of the manuscript: S.S., Y.S.C., J.J.J, Y. M, S.H.S., D.K., J.H.C., H.K.K, J.K., J.I.Z., Y.M.S., K.P., M-J A., Y.C.A., G.L., H.Y.L., H.Y.P. All authors read and approved the final manuscript.
Funding
This work was supported by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIP) (No. 2017R1A2B2006435).
Ethics approval and consent to participate
This study was approved by the Institutional Review Board of Samsung Medical Center, which exempted the requirement for informed consent as we only used de-identified data retrieved from electronic medical records.
IRB no. 2018–08–087-001, Approval Date 9/10/2018.
Consent for publication
Not applicable.
Competing interests
The authors declare that they have no competing interests.
Footnotes
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Yong Soo Choi and Hye Yun Park contributed equally to this work.
Supplementary information
Supplementary information accompanies this paper at 10.1186/s12931-019-1254-0.
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Additional file 1: Table S1. Definitions of the Postoperative Pulmonary Complications. Table S2. Incidence Rate Ratio (95% Confidence Intervals) for Postoperative Pulmonary Complications by DLco Status after Lobectomy (N = 256)
Data Availability Statement
The data will not be shared with a reason.