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Journal of Thoracic Disease logoLink to Journal of Thoracic Disease
. 2019 May;11(5):1838–1848. doi: 10.21037/jtd.2019.05.20

Sublobar resection is associated with better perioperative outcomes in elderly patients with clinical stage I non-small cell lung cancer: a multicenter retrospective cohort study

Zhenrong Zhang 1, Hongxiang Feng 1, Heng Zhao 2, Jian Hu 3, Lunxu Liu 4, Yang Liu 5, Xiaofei Li 6, Lin Xu 7,8, Yin Li 9, Xike Lu 10, Xiangning Fu 11, Haiying Yang 12, Deruo Liu 1,
PMCID: PMC6588758  PMID: 31285876

Abstract

Background

Sublobar resection has emerged as an alternative to lobectomy for management of early-stage non-small cell lung cancer (NSCLC). However, controversy remains as to whether it is adequate for elderly patients. The present study aimed to comparatively study the perioperative outcomes and overall survival of sublobar resection vs. lobectomy for management of elderly patients (≥65 years) with clinical stage I NSCLC.

Methods

This is a multicenter retrospective cohort study. Clinical stage I NSCLC patients who underwent lobar or sublobar resection (segmentectomy and wedge resection) at the Department of Thoracic Surgery of 10 tertiary hospitals between January 2014 and September 2017 were retrospectively reviewed from the national collaborative prospective lung cancer database (LinkDoc Technology Co, Ltd., Beijing, China). Clinical data on demographic and tumor characteristics, surgical details were collected. Perioperative outcomes and overall survival were analyzed by using propensity score matching to adjust for selection bias. Subgroup analysis was further carried out to explore the potential sources of heterogeneity.

Results

Among the 1,579 eligible patients, 1,164 (73.7%) underwent lobectomy and 415 (26.3%) underwent sublobar resection (106 segmentectomy and 309 wedge resection). Sublobar resection was more frequently performed in patients who were elder, had more comorbidities and smaller, left-sided adenocarcinoma (P<0.001). Propensity-matched analysis showed significant association of sublobar resection with less blood loss, shorter operation time, chest drainage and hospital stay, while with less lymph node removal when compared with lobectomy (P<0.001). Short term survival analysis showed comparable results even after adjusted in the matched analysis. Similar results were obtained when limiting patients to those aged >75 years, at pathologic stage I, and those who smoking or undergoing video-assisted thoracoscopic surgery (VATS) or segmentectomy and lobectomy.

Conclusions

Sublobar resection was associated with significantly better perioperative outcomes without compromising short term survival in elderly patients with clinical stage I NSCLC. However, the importance of patient selection and management process, as well as accurate lymph node staging must be acknowledged when making the surgical decision (clinical registration number: NCT03429673).

Keywords: Clinical stage I non-small cell lung cancer (clinical stage I NSCLC), sublobar resection, lobectomy, perioperative outcomes, complications

Introduction

Lung cancer is a disease often seen in the elderly. Appropriately 50% of newly diagnosed cases are aged 70 years or older, representing the fastest-growing segment of non-small cell lung cancer (NSCLC) (1). Meanwhile, the recent advance in technology and the overall aging of the population are expected to provoke the increased incidence of NSCLC in the elderly, especially for those at early-stage (2,3). Also, the advanced age and easy access to CT scan make it possible to diagnose some previously undiagnosed cases during their lifetime, which may also contribute to the increasing incidence of NSCLC observed. Nevertheless, it is estimated that the incidence of NSCLC in elderly patients (≥65 years) will rise 67% annually from 163,000 in 2010 to 271,000 in 2030 (4). This dramatic increase will surely cause a substantial global burden on the health care system.

Surgical resection is generally considered as the potentially curative option for early-stage NSCLC (5,6), including elderly patients (7). Regarding the type of surgery, most surgeons today would still acknowledge lobectomy as the major chance for curing early-stage disease in the elderly (2,8). However, increasing evidence has recently emerged and supported more limited resections for early-stage NSCLC in elderly patients when compared with lobectomy, with similar or non-inferior survival and better perioperative outcomes and less perioperative complications (7,9,10). Also, the advantages of reduced hospital stay and better preserved pulmonary function were also reported in patients underwent sublobar resection for early-stage NSCLC (11,12). Sublobar resection was suggested for very selected patients, such as those with advanced age and poor pulmonary function (13,14).

Unfortunately, despite the burgeoning population of early NSCLC in the elderly, almost all evidence for sublobar resection were derived from retrospective studies (15). Current evidence available for sublobar resection is ambiguous to establish the safety and effectiveness for early-stage NSCLC in the elderly. The conflicting results of inferior survival and limited lymph node removal were reported for sublobar resection (16). Sublobar resection was suggested not to be equivalent to lobectomy in older patients with adenocarcinoma (16,17). Meanwhile, the last major trial available to address this question was carried out over 20 years ago (18). Although the results were in favor of lobectomy, several issues complicated their straightforward application in modern practice (2). To address this issue, several multicenter randomized trials are ongoing to comparatively study the sublobar section vs. lobectomy for (elderly) patients with clinical stage IA NSCLC in USA (19), Japan (20) and China (21). Whereas the results are unlikely to be available soon. To help bridge this gap while awaiting trial results, we compared the clinical outcomes of sublobar resection vs. lobectomy in elderly patients (≥65 years) with clinical stage I NSCLC using the real-world data from electronic medical records of 10 tertiary hospitals in China.

Methods

Study population

Clinical data of lung cancer patients who underwent surgical resection at the Department of Thoracic Surgery of 10 tertiary hospitals in China were retrospectively reviewed based on the national collaborative prospective lung cancer database (LinkDoc Technology Co, Ltd., Beijing, China). Between January 2014 and September 2017, a total of 21,790 patients were identified. Eligible patients were those aged 65 years or older and underwent sublobar resection or lobectomy for clinical stage I disease. A cutoff value of 65 years was set to define the elderly patients according to retirement age and commonly associated definitions of an elder age. Patients without pathological confirmation of NSCLC were excluded. Other exclusion criterion was the use of preoperative therapies (chemotherapy, radiotherapy or biological treatment). These criteria yielded a sample size of 1,579. All procedures performed in this study were in accordance with the ethical standards of the Helsinki Declaration and were approved by the Ethics Committee of all participating centers (the ID of Ethic Approval is 2018-13-K08). Formal consent was not required for this retrospective study.

Clinical staging and treatments

The preoperative staging was performed in all patients by computed tomography scan with or without positron emission tomography at the discretion of surgeons in charge. Surgical information was determined from procedure documented in the medical records and was classified as lobectomy or sublobar resection. All tumors were staged according to the 7th edition of the American Joint Commission on Cancer classification (22). Tumor histology was classified according to the World Health Organization criteria (23). Treatment-related variables including surgical procedures, surgical margins, operation time, intraoperative blood loss, the number of lymph node dissection, duration of chest drainage and hospital stay, as well as perioperative complications, were analyzed to evaluate perioperative outcomes and safety of sublobar resection in the target population.

Other clinical data

Patient demographic and clinical characteristics were abstracted from the prospective LinkDoc database, including age at the time of surgery, sex, smoking history, comorbidity, body mass index (BMI), tumor size, location, histology and pathologic TNM stage, as well as preoperative pulmonary function tests [forced expiratory volume in 1 second (FEV1) and carbon monoxide diffusing capacity (DLCO)]. Follow-up data were also retrieved from the medical records of each patient. Survival patients were contacted by telephone interview. Cause of death was established from medical records or interview. All patients were followed up until February 20th, 2019.

Statistical analysis

Overall survival of the patients was determined from the date of surgery to the date of death or last follow up. Continuous variables are expressed as mean ± standard deviation (SD) and compared by rank-sum test. Categorical variables are presented as frequency and percentage and calculated via Chi-square test or Fisher exact test when appropriate. Overall survival was analyzed by the Kaplan-Meier method and compared between groups (lobectomy and sublobar resection or segmentectomy) by using the log-rank test.

In view of potential selection bias, propensity score matching was calculated to construct a matched sample of patients who underwent sublobar resection and lobectomy. Of the original 1,579 patients, 513 were removed secondary to pathologic stage II/III or procedures other than video-assisted thoracoscopic surgery (VATS), leaving 1,066 patients (750 lobectomy and 316 sublobar resections) for propensity score matching analysis. The independent variables included were age at surgery, sex, smoking history, tumor size, location and histology, and preoperative FEV1. Patients were matched 1:1 using the nearest-neighbor method with the caliper set at 0.2. All statistical analyses were two-sided and P<0.05 was considered as statistically significant (SAS version 9.4, SAS Institute, Cary, NC, USA).

A cut-off of 65 years was used to define elderly patients in this study. However, there is no international agreement on the definition of elderly patients. Increasing the age of patients may be meaningful. A subgroup analysis of patients aged over 75 years old was therefore carried out. Besides, in view of potential selection or surgical bias, subgroup analyses of patients aged over 75 years old, with pathologic stage I NSCLC, and those who smoking or undergoing VATS were also carried out regarding lobar and sublobar resections. Also, subgroup analysis of patients undergoing segmentectomy and lobectomy was conducted. Moreover, sensitivity analyses were performed by excluding center with larger patient number to adjust for potential center effect.

Results

Baseline and tumor characteristics

Among 1,579 surgically resected early-stage patients, 1,164 (73.7%) were treated by lobectomy and 415 (26.3%) by sublobar resection (106 segmentectomy and 309 wedge resection). The mean age of patients was 70.49 years with an equal sex distribution. Baseline characteristics of the patients are summarized in Table 1. Patients undergoing sublobar resection were older and had more comorbidities (like hypertension and coronary artery disease). In both groups, most patients were non-smokers with no significant differences regarding smoking history, sex, BMI and preoperative pulmonary function (P>0.05, Table 1). As for the surgical procedures, sublobar resection was more frequently performed by VATS.

Table 1. Baseline characteristics of the whole patient cohort.

Variable Sublobar resection Lobectomy (n=1,164) P value
Segmentectomy (n=106) Wedge resection (n=309) Total (n=415)
Age at surgery, n (%) <0.0001
   65–75 years 86 (81.1) 223 (72.2) 309 (74.5) 1,028 (88.3)
   >75 years 20 (18.9) 86 (27.8) 106 (25.5) 136 (11.7)
Sex, n (%) 0.1437
   Male 45 (42.5) 153 (49.5) 198 (47.7) 604 (51.9)
   Female 61 (57.5) 156 (50.5) 217 (52.3) 560 (48.1)
Body mass index (kg/m2) 23.4±3.0 23.6±3.3 23.6±3.2 23.6±3.0 0.5722
Smoking history, n (%) 0.2459
   Yes 24 (23.1) 76 (25.1) 100 (24.6) 315 (27.5)
   No 80 (76.9) 227 (74.9) 307 (75.4) 829 (72.5)
Comorbidities, n (%)
   Hypertension 39 (36.8) 134 (43.4) 173 (41.7) 395 (33.9) 0.0047
   Diabetes mellitus 12 (11.3) 44 (14.2) 56 (13.5) 145 (12.5) 0.5863
   Coronary artery disease 5 (4.7) 30 (9.7) 35 (8.4) 53 (4.6) 0.0031
   Cerebrovascular diseases 5 (4.7) 14 (4.5) 19 (4.6) 41 (3.5) 0.3340
Preoperative lung tests
   FEV1 (%) 96.5±22.2 86.6±22.7 89.1±23.0 92.1±37.3 0.3135
   DLCO (%) 92.2±18.3 87.2±21.3 88.6±20.6 91.8±18.7 0.0823
Surgical model, n (%) <0.0001
   Thoracotomy 4 (3.8) 13 (4.2) 17 (4.1) 215 (18.5)
   VATS 99 (93.4) 290 (93.9) 389 (93.7) 917 (78.8)
   Robotic surgery 3 (2.8) 6 (1.9) 9 (2.2) 32 (2.7)

FEV1, forced expiratory volume in 1 second; DLCO, carbon monoxide diffusion capacity; VATS, video-assisted thoracoscopic surgery.

As shown in Table 2, sublobar resection was more likely to be performed in patients with smaller, left-sided tumors, at earlier stage and with histology of adenocarcinoma. Importantly, pathologic upstaging occurred more often in lobar resection group than that of sublobar group (14.7% vs. 2.3%, P<0.0001).

Table 2. Tumor characteristics of the whole patient cohort.

Variable Sublobar resection Lobectomy (n=1,164) P value
Segmentectomy (n=106) Wedge resection (n=309) Total (n=415)
Histology, n (%) 0.0027
   Adenocarcinoma 96 (94.1) 257 (88.6) 353 (90.1) 931 (82.9)
   Squamous cell carcinoma 3 (2.9) 27 (9.3) 30 (7.7) 157 (14.0)
   Others 3 (2.9) 6 (2.1) 9 (2.3) 35 (3.1)
Tumor location, n (%) 0.0011
   Left 61 (57.5) 138 (44.7) 199 (48.0) 451 (38.7)
   Right 45 (42.5) 171 (55.3) 216 (52.0) 713 (61.3)
   Tumor size (cm) 1.6±0.8 1.6±1.0 1.6±0.9 2.4±1.3 <0.0001
cT stage, n (%) <0.0001
   T1 95 (89.6) 280 (90.6) 375 (90.4) 858 (73.8)
   T2 11 (10.4) 29 (9.4) 40 (9.6) 304 (26.2)
Pathologic TNM stage, n (%) <0.0001
   I 90 (96.8) 247 (93.2) 337 (94.1) 923 (85.1)
   II 1 (1.1) 2 (0.8) 3 (0.8) 88 (8.1)
   IIIA + IIIB 2 (2.2) 3 (1.1) 5 (1.4) 71 (6.6)

Unadjusted perioperative outcomes and short-term survival

Patients undergoing sublabor resection had less intraoperative blood loss, shorter operation time and hospital stay (Table 3). Fewer patients treated by sublobar resection had lymph node dissection done (57.1% vs. 96.1%, P<0.0001), especially for those by wedge resection (45.3%). Also, patients in sublobar resection group had less lymph nodes dissected (median: 5 vs. 11, P<0.0001).

Table 3. Perioperative outcomes and complications of the whole patient cohort.

Variable Sublobar resection Lobectomy (n=1,164) P value
Segmentectomy (n=106) Wedge resection (n=309) Total (n=415)
Perioperative outcomes
   Positive surgical margin, n (%) 0 (0.0) 1 (0.3) 1 (0.2) 11 (0.9) 0.2762
   Lymph node dissection, n (%) 97 (91.5) 140 (45.3) 237 (57.1) 1,119 (96.1) <0.0001
      N1 87 (82.1) 78 (25.2) 165 (39.8) 1,058 (90.9) <0.0001
      N2 85 (80.2) 128 (41.4) 213 (51.3) 1,096 (94.2) <0.0001
   Number of lymph nodes dissection 8.3±4.9 5.5±4.9 6.6±5.1 12.5±7.4 <0.0001
      N1 3.7±2.4 2.4±1.6 3.1±2.2 5.9±3.8 <0.0001
      N2 5.6±3.6 4.5±4.2 5.0±4.0 7.1±5.3 <0.0001
   Operation time (min) 118.4±47.6 82.6±43.2 91.9±47.0 129.0±51.7 <0.0001
   Intraoperative blood loss (mL) 68.8±83.3 55.2±120.4 58.6±112.2 115.8±172.6 <0.0001
   Chest drainage (days) 3.9±3.6 3.6±3.3 3.7±3.4 3.6±3.5 0.4236
   Hospital stay (days) 6.4±4.0 6.3±3.2 6.3±3.4 7.3±12.5 <0.0001
Perioperative complications, n (%) 9 (8.5) 7 (2.3) 16 (3.9) 81 (7.0) 0.0238
   Pleural effusion 6 (5.7) 5 (1.6) 11 (2.7) 55 (4.7)
   Pneumonia 7 (6.6) 3 (1.0) 10 (2.4) 54 (4.6)
   Pneumothorax 5 (4.7) 2 (0.6) 7 (1.7) 37 (3.2)
   Pulmonary atelectasis 0 (0.0) 1 (0.3) 1 (0.2) 9 (0.8)
   Hydropericardium 0 (0.0) 0 (0.0) 0 (0.0) 3 (0.3)
   Bronchial stump fistula 0 (0.0) 0 (0.0) 0 (0.0) 2 (0.2)
   Respiratory failure 0 (0.0) 0 (0.0) 0 (0.0) 1 (0.1)
   Cerebrovascular accident 0 (0.0) 0 (0.0) 0 (0.0) 1 (0.1)
Overall mortality, n (%)* 1 (0.9) 13 (4.2) 14 (3.4) 58 (5.0) 0.1397

*, log-rank test is performed for statistical analysis.

Meanwhile, fewer perioperative complications were observed in patients undergoing sublabor resection (3.9% vs. 7.0%, P=0.0238). Perioperative mortalities at 30 and 90 days were 2 and 5 patients, and all in the lobectomy group. The median follow-up time was 21.3 and 21.2 months in subloar and lobar resection groups, respectively. Seventy-two patients died during follow-up, 14 in sublobar group and 58 in lobar group (3.4% vs. 5.0%, P=0.1397). Forty-two patients died from cancers. Eleven patients died from other diseases, commonly cardiovascular and cerebrovascular diseases. The corresponding information was unknown for the remaining 19 patients.

Propensity score-matched analysis

Propensity score matching resulted in 122 patients in each arm. The two cohorts were well-matched in the major clinical characteristics (Table 4).

Table 4. Baseline and tumor characteristics of the propensity score-matched patients.

Variable Sublobar resection (n=122) Lobectomy (n=122) P value
Age at surgery, n (%)
   65–75 years 111 (91.0) 107 (87.7) 0.4066
   >75 years 11 (9.0) 15 (12.3)
   Mean ± SD 70.1±3.7 70.4±3.9 0.6121
Male, n (%) 61 (50.0) 61 (50.0) 1.000
Body mass index (kg/m2) 23.8±3.4 23.9±3.4 0.355
Smoking history, n (%) 34 (27.9) 29 (23.8) 0.465
Comorbidities, n (%)
   Hypertension 48 (39.3) 47 (38.5) 0.896
   Diabetes mellitus 18 (14.8) 13 (10.7) 0.337
   Coronary artery disease 10 (8.2) 8 (6.6) 0.624
Preoperative pulmonary tests
   FEV1 (%) 90.0±24.3 93.0±19.7 0.412
   DLCO (%) 92.0±19.6 92.8±19.4 0.660
Histology, n (%) 0.189
   Adenocarcinoma 107 (87.7) 108 (88.5)
   Squamous cell carcinoma 13 (10.7) 11 (9.0)
   Others 2 (1.6) 3 (2.5)
Tumor location, n (%) 0.416
   Left 44 (36.1) 38 (31.1)
   Right 78 (63.9) 84 (68.9)
Tumor size (cm) 2.0±0.9 2.0±0.9 0.796
Clinical stage, n (%) 0.827
   T1 111 (91.0) 110 (90.2)
   T2 11 (9.0) 12 (9.8)

FEV1, forced expiratory volume in 1 second; DLCO, carbon monoxide diffusion capacity; VATS, video-assisted thoracoscopic surgery.

Of the matched patients, there were still significant differences between the two treatment strategies with respect to perioperative outcomes including intraoperative blood loss P<0.0001), operation time (P<0.0001), and duration of tube drainage (P<0.0001) and hospital stay (P=0.0049, Table 5). Also, the proportion of patients underwent lymph node dissection and the number of lymph nodes harvested were still significantly lower in sublobar resection group (65.6% vs. 95.9% and 6.9±5.1 vs. 11.3±6.5, P<0.0001, Table 5). However, after adjusted in a propensity-matched analysis, postoperative complications were found to occur significantly more frequent with sublobar resection than with lobectomy (3.3% vs. 0.0%, P=0.0437). Meanwhile, the difference in short term survival remained unchanged in the matched patients (0.8% vs. 1.6%, P=0.5917).

Table 5. Perioperative outcomes and complications of the propensity score-matched patients.

Variable Sublobar resection (n=122) Lobectomy (n=122) P value
Perioperative outcomes
   Positive surgical margin, n (%) 1 (0.8) 0 (0.0) 0.3163
   Lymph node dissection, n (%) 80 (65.6) 117 (95.9) <0.0001
      N1 60 (49.2) 108 (88.5) <0.0001
      N2 75 (61.5) 114 (93.4) <0.0001
   Number of lymph node dissection 6.9±5.1 11.3±6.5 <0.0001
      N1 3.0±1.9 65.5±3.4 <0.0001
      N2 5.0±3.9 6.3±4.8 0.0269
   Operation time (min) 96.2±46.0 136.2±47.8 <0.0001
   Intraoperative blood loss (mL) 53.6±72.3 83.1±65.3 <0.0001
   Chest drainage (days) 4.8±3.4 5.4±2.5 <0.0001
   Hospital stay (days) 6.3±3.7 6.9±2.9 0.0049
Perioperative complications, n (%) 4 (3.3) 0 (0.0) 0.0437
   Pleural effusion 4 (3.3) 0 (0.0)
   Pneumonia 3 (2.5) 0 (0.0)
   Pneumothorax 2 (1.6) 0 (0.0)
Overall mortality, n (%)* 1 (0.8) 2 (1.6) 0.5917

*, log-rank test is performed for statistical analysis.

Subgroup analysis and sensitivity analysis

A cut-off of 65 years was used to define elderly patients in this study. However, there is no international agreement on the definition of elderly patients. A subgroup analysis of patients aged over 75 years old was therefore carried out. Patients undergoing sublobar resection were still older and had smaller, left sided and earlier stage tumors (Table S1). Meanwhile, less intraoperative blood loss, shorter operation time and hospital stay were observed in those undergoing sublobar resection (Table S2). Also, lymph node dissection was still limited in the sublobar group (58.5% vs. 94.9%, P<0.0001). Nine (6.6%) patients died in lobar group and 2 (1.9) died in sublobar group during a median follow-up time of 18.6 and 21.4 months, respectively (P=0.0582).

Table S1. Clinical characteristics of patients aged over 75 years old.

Variable Sublobar resection Lobectomy (n=136) P value
Segmentectomy (n=20) Wedge resection (n=86) Total (n=106)
Age at surgery (years) 78.9±3.0 78.1±2.4 78.2±2.5 77.6±2.2 0.0397
Male, n (%) 11 (55.0) 46 (53.5) 57 (53.8) 72 (52.9) 0.8975
Body mass index (kg/m2) 24.2±2.4 23.3±3.2 23.5±3.0 23.1±2.8 0.8854
Smoker, n (%) 5 (25.0) 20 (23.3) 25 (23.6) 33 (24.6) 0.8515
Preoperative lung tests
   FEV1 (%) 94.9±25.6 87.3±22.7 88.6±23.2 93.9±22.6 0.09
   DLCO (%) 89.8±22.6 82.4±23.7 84.0±23.5 86.9±20.6 0.2957
VATS, n (%) 19 (95.0) 83 (96.5) 102 (96.2) 102 (75.0) 0.2099
Histology, n (%) 0.6358
   Adenocarcinoma 19 (95.0) 68 (84.0) 87 (86.1) 111 (82.8)
   Squamous cell carcinoma 0 (0.0) 11 (13.6) 11 (10.9) 20 (14.9)
   Others 1 (5.0) 2 (2.5) 3 (3.0) 3 (2.2)
Tumor location, n (%) 0.0034
   Left 18 (90.0) 41 (47.7) 59 (55.7) 50 (36.8)
   Right 2 (10.0) 45 (52.3) 47 (44.3) 86 (63.2)
Tumor size (cm) 1.8±0.8 1.7±0.8 1.7±0.8 2.5±1.5 <0.0001
TNM stage I, n (%) 19 (100.0) 71 (93.4) 90 (94.7) 114 (88.4) 0.0004

FEV1, forced expiratory volume in 1 second; DLCO, carbon monoxide diffusion capacity.

Table S2. Clinical outcomes of patients aged over 75 years old.

Variable Sublobar resection Lobectomy (n=136) P value
Segmentectomy (n=20) Wedge resection (n=86) Total (n=106)
Perioperative outcomes
   Positive surgical margin, n (%) 0 (0.0) 0 (0.0) 0 (0.0) 2 (1.5) 0.2099
   Lymph node dissection, n (%) 19 (95.0) 43 (50.0) 62 (58.5) 129 (94.9) <0.0001
      N1 17 (85.0) 24 (27.9) 41 (38.7) 120 (88.2) <0.0001
      N2 15 (75.0) 39 (45.3) 54 (50.9) 125 (91.9) <0.0001
   Number of lymph nodes dissection 7.2±4.8 5.5±4.0 6.0±4.3 11.4±7.1 <0.0001
      N1 2.8±1.4 2.4±1.8 2.5±1.6 5.5±3.5 <0.0001
      N2 5.9±3.8 4.5±3.0 4.9±3.2 6.5±4.8 0.0263
   Operation time (min) 123.1±40.0 82.4±41.7 90.1±44.2 128.5±52.0 <0.0001
   Intraoperative blood loss (mL) 44.6±42.1 50.2±40.3 49.1±40.5 122.2±197.4 <0.0001
   Chest drainage (days) 3.9±2.9 3.4±3.4 3.5±3.3 4.0±3.8 0.427
   Hospital stay (days) 7.5±5.9 6.4±2.9 6.6±3.6 7.2±3.0 0.0093
Overall mortality, n (%)* 1 (5.0) 1 (1.2) 2 (1.9) 9 (6.6) 0.0582

*, log-rank test is performed for statistical analysis.

In view of known potential bias of wedge resection in lymph node dissection, subgroup analysis of segmentectomy and lobectomy was further carried out. More patients undergoing segmentectomy were aged older (>75 years), and had smaller, earlier-staged, left-sided tumor and with histology of adenocarcinoma. Meanwhile, segmentectomy was more frequently performed by VATS (Table S3). Also, segmentectomy was still significantly associated with less lymph node dissection, blood loss and hospital stay (Table S4). However, no significant difference was found in operative time, chest drainage and overall mortality between segmentectomy and lobectomy.

Table S3. Clinical characteristics of patients undergoing lobectomy or segmentectomy.

Variable Lobectomy (n=1,164) Segmentectomy (n=106) P value
Age at surgery (years) 70.1±3.9 70.9±4.7 0.1754
Age at surgery, n (%) 0.031
   65–75 years 1,028 (88.3) 86 (81.1)
   >75 years 136 (11.7) 20 (18.9)
Male n (%) 604 (51.9) 45 (42.5) 0.0628
Body mass index (kg/m2) 23.6±3.0 23.4±3.0 0.3762
Smoker, n (%) 315 (27.5) 24 (23.1) 0.3278
Preoperative lung tests
   FEV1 (%) 92.1±37.3 96.5±22.2 0.0164
   DLCO (%) 91.8±18.7 92.2±18.3 0.9051
VATS, n (%) 917 (78.8) 99 (93.4) 0.0006
Histology, n (%) 0.0063
   Adenocarcinoma 931 (82.9) 96 (94.1)
   Squamous cell carcinoma 157 (14.0) 3 (2.9)
   Others 35 (3.1) 3 (2.9)
Tumor location, n (%) 0.0002
   Left 451 (38.7) 61 (57.5)
   Right 713 (61.3) 45 (42.5)
Tumor size (cm) 2.4±1.3 1.6±0.8 <0.0001
TNM stage I, n (%) 923 (79.3) 90 (84.9) 0.0172

FEV1, forced expiratory volume in 1 second; DLCO, carbon monoxide diffusion capacity.

Table S4. Clinical outcomes of patients undergoing lobectomy or segmentectomy.

Variable Lobectomy (n=1,164) Segmentectomy (n=106) P value
Perioperative outcomes
   Positive surgical margin, n (%) 11 (0.9) 0 (0.0) 0.3148
   Lymph node dissection, n (%) 1,119 (96.1) 97 (91.5) 0.0239
      N1 1,058 (90.9) 87 (82.1) 0.0035
      N2 1,096 (94.2) 85 (80.2) <0.0001
   Number of lymph node dissection 12.5±7.4 8.3±4.9 <0.0001
      N1 5.9±3.8 3.7±2.4 <0.0001
      N2 7.1±5.3 5.6±3.6 0.02
   Operation time (min) 129.0±51.7 118.4±47.6 0.0568
   Intraoperative blood loss (mL) 115.8±172.6 68.8±83.3 <0.0001
   Chest drainage (days) 3.6±3.5 3.9±3.6 0.3337
   Hospital stay (days) 7.3±12.5 6.4±4.0 0.0015
Overall mortality, n (%)* 58 (5.0) 1 (0.9) 0.0894

*, log-rank test is performed for statistical analysis.

Besides, almost all patients undergoing sublobar resection were at pathologic stage I and by VATS. Whereas, approximately 15% of patients undergoing lobectomy were upstaged (II or III) or via thoracotomy. Subgroup analysis of patients at stage I or underwent VATS were carried out in terms of both complications and overall survival. The superiority in perioperative outcomes remained significantly in favor of sublobar resection in stage I or VATS subgroups (Tables S5 and S6).

Table S5. Subgroup analysis of patients with stage I NSCLC.

Variable Sublobar resection Lobectomy (n=923) P value
Segmentectomy (n=90) Wedge resection (n=247) Total (n=337)
Perioperative outcomes
   Positive surgical margin, n (%) 0 (0.0) 1 (0.4) 1 (0.3) 7 (0.8) 0.2836
   Lymph node dissection, n (%) 84 (93.3) 126 (51.0) 210 (62.3) 887 (96.1) <0.0001
      N1 75 (83.3) 73 (29.6) 148 (43.9) 834 (90.4) <0.0001
      N2 74 (82.2) 115 (46.6) 189 (56.1) 871 (94.4) <0.0001
   Number of lymph nodes dissection 8.0±4.9 57±5.1 6.6±5.1 12.0±6.9 <0.0001
      N1 3.5±2.2 2.4±1.7 3.0±2.0 5.6±3.5 <0.0001
      N2 5.5±3.8 4.7±4.3 5.0±4.2 6.7±5.1 <0.0001
   Operation time (min) 117.4±47.5 82.2±40.1 91.8±45.2 126.5±51.5 <0.0001
   Intraoperative blood loss (mL) 66.2±86.5 44.4±37.6 50.1±55.6 108.6±150.8 <0.0001
   Chest drainage (days) 3.8±3.7 3.7±3.2 3.7±3.3 3.5±3.4 0.0652
   Hospital stay (days) 6.4±4.2 6.2±3.0 6.2±3.3 7.2±13.9 0.0004
Overall mortality, n (%)* 1 (1.1) 9 (3.6) 10 (3.0) 34 (3.7) 0.4777

*, log-rank test is performed for statistical analysis. NSCLC, non-small cell lung cancer.

Table S6. Subgroup analysis of patients undergoing VATS.

Variable Sublobar resection Lobectomy (n=917) P value
Segmentectomy (n=99) Wedge resection (n=290) Total (n=389)
Perioperative outcomes
   Positive surgical margin, n (%) 0 (0.0) 1 (0.3) 1 (0.3) 7 (0.8) 0.2836
   Lymph node dissection, n (%) 90 (90.9) 131 (45.2) 221 (56.8) 878 (95.7) <0.0001
      N1 80 (80.8) 71 (24.5) 151 (38.8) 829 (90.4) <0.0001
      N2 80 (80.8) 120 (41.4) 200 (51.4) 860 (93.8) <0.0001
   Number of lymph nodes dissection 8.5±5.0 5.5±5.0 6.6±5.2 11.8±6.5 <0.0001
      N1 3.6±2.3 2.4±1.7 3.1±2.1 5.6±3.5 <0.0001
      N2 5.7±3.7 4.5±4.2 5.0±4.1 6.6±4.7 <0.0001
   Operation time (min) 117.6±48.3 81.7±43.1 91.2±47.2 128.6±50.8 <0.0001
   Intraoperative blood loss (mL) 66.1±81.5 55.1±123.5 57.9±114.3 94.2±138.4 <0.0001
   Chest drainage (days) 3.9±3.7 3.6±3.3 3.7±3.4 3.6±3.4 0.4137
   Hospital stay (days) 6.4±4.1 6.2±3.3 6.3±3.5 7.1±14.0 0.001
Overall mortality, n (%)* 1 (1.0) 12 (4.1) 13 (3.3) 34 (3.7) 0.5969

*, log-rank test is performed for statistical analysis. VATS, video-assisted thoracoscopic surgery.

Moreover, most patients in this study were non-smokers. We then considered examining more the smoker subgroup. No significant difference in the duration of hospital stay was observed between sublobar and lobar resection in smokers, and also the cases of chest drainage and overall mortality (Table S7).

Table S7. Perioperative outcomes and overall mortality of smokers.

Variable Sublobar resection Lobectomy (n=315) P value
Segmentectomy (n=24) Wedge resection (n=76) Total (n=100)
Perioperative outcomes
Positive surgical margin, n (%) 0 (0.0) 0 (0.0) 0 (0.0) 5 (1.6) 0.2099
Lymph node dissection, n (%) 22 (91.7) 30 (39.5) 52 (52.0) 300 (95.2) <0.0001
   N1 20 (83.3) 17 (22.4) 37 (37.0) 281 (89.2) <0.0001
   N2 19 (79.2) 28 (36.8) 47 (47.0) 296 (94.0) <0.0001
Number of lymph nodes dissection 8.1±4.5 5.3±4.6 6.5±4.7 14.6±9.1 <0.0001
   N1 3.3±2.2 2.4±1.8 2.9±2.0 6.5±4.5 <0.0001
   N2 5.9±3.0 4.2±3.2 4.9±3.2 8.5±6.7 <0.0001
Operation time (min) 111.2±38.3 91.3±41.9 96.3±41.8 150.2±53.6 <0.0001
Intraoperative blood loss (mL) 64.7±78.1 39.7±40.7 46.1±53.6 135.8±247.2 <0.0001
Chest drainage (days) 4.4±3.1 5.7±4.4 5.3±4.0 5.3±3.9 0.7797
Hospital stay (days) 6.8±3.4 7.9±4.4 7.7±4.2 8.0±4.1 0.2208
Overall mortality, n (%)* 0 (0.0) 8 (10.5) 8 (8.0) 31 (9.8) 0.4411

*, log-rank test is performed for statistical analysis.

Additionally, work experience and management criteria of individual surgeon or center may vary in this electronic medical records-based multicenter study. Sensitivity analyses were further carried out by excluding centers with larger patient number to adjust for potential center effect. No significant center effect was observed regarding perioperative outcomes excepting chest draining, which showed some variations among the centers (Table S8).

Table S8. Sensitivity analysis of perioperative outcomes regarding centers with larger sample sizes.

Variable No. of centers Sublobar resection Lobectomy P value
Segmentectomy Wedge resection Total
Operation time (min) 9 centers 122.7±49.2 91.4±41.4 99.7±45.7 146.5±52.3 <0.0001
8 centers 125.4±53.8 93.4±45.2 102.6±49.9 154.8±53.1 <0.0001
7 centers 158.4±54.3 97.0±46.7 104.2±51.4 167.4±53.1 <0.0001
6 centers 195.0±56.0 106.8±56.5 120.4±64.4 178.4±52.1 <0.0001
Intraoperative blood loss (mL) 9 centers 56.5±90.2 34.5±34.1 40.2±55.0 109.1±205.1 <0.0001
8 centers 67.2±102.2 40.4±38.0 48.1±64.4 149.9±263.0 <0.0001
7 centers 105.7±174.3 41.7±39.2 49.3±71.9 183.0±279.7 <0.0001
6 centers 210.0±274.8 58.1±53.5 84.3±128.6 296.5±364.1 <0.0001
Chest drainage (days) 9 centers 4.5±4.0 4.7±3.6 4.6±3.7 4.8±3.7 0.338
8 centers 5.2±4.1 5.3±3.6 5.2±3.7 5.9±3.6 0.0036
7 centers 8.8±6.6 5.6±3.8 5.9±4.2 7.2±3.6 <0.0001
6 centers 6.0±NA 4.6±3.1 4.7±3.0 7.2±4.5 0.028
Hospital stay (days) 9 centers 6.7±4.5 6.9±3.4 6.8±3.7 7.4±3.7 0.0024
8 centers 7.0±5.1 7.8±3.8 7.6±4.2 8.1±3.8 0.0131
7 centers 11.3±7.2 8.2±3.9 8.6±4.5 9.6±3.4 <0.0001
6 centers 8.0±1.4 8.3±3.4 8.3±3.1 10.3±3.5 0.0002

Discussion

Nowadays, increasing attention has been focused on sublobar resection as an alternative therapy for elderly patients with early-stage NSCLC. The contradictory results of previous studies have prompted us to further investigate the clinical outcomes of sublobar resection in elderly patients with clinical stage I NSCLC. The findings of our propensity score matching analysis demonstrated the significant perioperative advantages of sublobar resection, with less intraoperative blood loss, drainage days, operation time and hospital stay. Meanwhile, short term survival analysis showed no significant difference between the two treatment strategies. The ongoing long term follow up may help to better clarify the survival difference with respect to sublobar resection.

Sublobar resection has been recommended for highly selected patients, such as those with poor pulmonary functions or other major comorbidity that contraindicates lobectomy, according to the NCCN guidelines (5). In clinical practice, it was reported to be more frequently performed in patients with elder age, smaller, less malignant tumors and those with impaired pulmonary function (24,25). In our study, patients undergoing sublobar resection were older, and had more comorbidities and comparatively poor pulmonary function, although the difference in perioperative pulmonary function did not reach the statistical significance. In addition, tumors treated by sublobar resection were more often smaller, left-sided with histology of adenocarcinoma. To adjust for the potential selection bias, propensity score matching analysis was carried out. Our adjusted analysis showed the significant association of sublobar resection with better perioperative outcomes. These results were consistent with previous study of elderly patients in China by Qiu et al., which indicated less blood loss and chest tube days, as well as shorter duration of operation and hospital stay in a comparatively small number of patients undergoing sublobar resection for stage I NSCLC (245 elderly, ≥65 years, pathologic stage I NSCLC patients, 39 sublobectomy and 206 lobectomy) (10). Other previous studies indicated that sublobar resection did not offer improved perioperative complications, mortality or postoperative pulmonary function (18,26,27). However, the conflicting results of fewer major complications and shorter hospital stay were also noted following limited resection when compared with lobectomy. It has been thought to be reasonably explained by lung parenchyma preservation of less invasive sublobar resection (12,24). Several possibilities may help to explain these conflicting results, like the differences in surgical technology, perioperative patient care, study population, and study design. Some previous studies have focused on the patients with pathologic stage I NSCLC (2,7,28), while others mainly focused on those with clinical stage I NSCLC (24,26). Still, others only took patients with stage IA NSCLC into consideration (9,27). Furthermore, some studies mainly focused on the elderly patient, while others did not make such restrictions (29,30). The definitions of elderly patients also varied a lot, from 65 to 75 years old. In view of the meaningfulness of increasing age, a subgroup analysis of patients with elder age was further carried out. Similar results were obtained when limiting patients to those aged over 75 years old. In additions, wedge resection is generally considered to be different from segmentectomy in operative approach and morbidity. Our subgroup analysis of segmentectomy and lobectomy showed superior perioperative outcomes of segmentectomy without compromising short-term survival of patients. Nevertheless, the findings of our study corroborating the previous study of Qiu et al. allowed us to conjecture that sublobar resection can offer better perioperative outcomes than lobectomy in elderly Chinese patients with clinical stage I NSCLC.

Sublobar resection has been reported to show survival outcomes no different from lobectomy for management of early-stage NSCLC in the elderly. However, contradictory results of inferior survival were also reported. Previous study by Shirvani et al. indicated significant association of sublobar resection with worse overall survival in propensity score-matching analysis (HR: 1.36, 95% CI: 1.17–1.58, P<0.001) (2). Meanwhile, Veluswamy and colleagues reported the equivalence of lobectomy with segmentectomy, but not with limited resection, in early stage lung adenocarcinoma (16). The reason has been ascribed to comparatively worse survival outcome of nonanatomic wedge resection (31). Yet, others argued about the comparable outcome of wedge resection and segmentectomy in patients with cT1N0 NSCLC (32). In our study, short term survival analysis showed a non-inferior survival rate of patients undergoing lobectomy and sublobar resections. Thirteen out of 14 patients died in sublobar resection group were treated by wedge section. Subgroup analysis of segmentectomy and lobectomy also showed no significant survival difference. In additions, our other subgroup analyses also showed superior perioperative outcomes without compromising short-term survival of patients. Unfortunately, long term survival outcome is not available in the current status for us to clarify further the survival difference between lobar and sublobar resections or segmentectomy. One thing worth noting here is that pathologic upstaging was found to occur more frequently in patients undergoing lobectomy when compared with sublobar resection (14.7% vs. 0.9%, P<0.0001). Meanwhile, sublobar resection was significantly associated with less lymph node dissection, especially for wedge resection. We may not exclude the possibility that better perioperative outcomes observed in our sublobar patients were at the expense of less lymph node taken. Stringent preclinical evaluation and procedure selection are therefore of major importance for clinical management of this early-stage disease.

Sublobar resection has known to involve limited lymph node dissection (26). The latter was identified as an independent predictor of outcomes in patients with stage T1a or I NSCLC (9,33). Failure to examine lymph nodes may be a major challenge in patients undergoing sublobar resection (13). Accurate lymph node staging in combination with a minimally invasive approach was suggested to play more of a factor than the extent of resection (28). Moreover, the study by De Zoysa et al. indicated that there was no appreciable difference between lobectomy and sublobar resection in terms of survival when the adequate nodal dissection was accounted for (12). Qu et al. found the equivalent survival of patients managed by segmentectomy or lobectomy when under analogous extent of lymph node removal (17). In this regard, it may be reasonable to assume that the extended sublobar resection including systemic lymphadenectomy may be a solution that can help to better management of the older, frail patients (34), but it obviously requires further evaluation.

Not long enough follow-up time is the major obstacle that prevents us from fully understanding the clinical outcome of sublobar resection in elderly patients with clinical stage I NSCLC. Besides, the number of patients is comparatively smaller, especially for those of segmentectomy (35). Also, the potential surgical or selection bias and the heterogeneity of procedures performed and management criteria or policy of each center may exist in this electronic medical records-based multicenter retrospective study. We have attempted to address these limitations by using the propensity score matching, subgroup analysis, and sensitivity analyses. Future studies are still needed to better elucidate the perioperative and long-term outcomes of sublobar resection for elderly patients with clinical stage I NSCLC.

In conclusion, the data of our real-world study showed better perioperative outcomes of sublobar resection without compromising short term survival of elderly patients with clinical stage I NSCLC. However, accurate lymph node staging is the major consideration that should lead us to favor lobectomy over sublobar resection when an issue. Sublobar resection appears to offer better perioperative outcomes in patients with stringently diagnosed early-stage lung cancers.

Acknowledgments

The study database was developed by LinkDoc (Beijing) Technology Co. Ltd.

Ethical Statement: All procedures performed in this study were in accordance with the ethical standards of the Helsinki Declaration and were approved by the Ethics Committee of all participating centers (the ID of Ethic Approval is 2018-13-K08). Formal consent was not required for this retrospective study.

Footnotes

Conflicts of Interest: The authors have no conflicts of interest to declare.

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