Literature DB >> 35070763

A standard for hilar and intrapulmonary lymph node dissection and pathological examination in early non-small cell lung cancer.

Zhihua Zhu1, Weijian Mei1, Zhengbo Song2, Wenjie Jiao3, Qinghua Huang4, Lianxin Zhu5,6, Chaolun An7, Jianguang Shi8, Wenxian Wang2, Guiping Yu9, Pingli Sun10, Yinbin Zhang11, Jianfei Shen12, Yong Song13, Sebastien Gilbert14, Kurt Ruetzler15, Nestor R Villamizar16, Chunwei Xu13, Jun Qian17, Wang Yao18, Han Yang1.   

Abstract

BACKGROUND: There is considerable variation in the staging of lymph nodes (LNs) as part of tumor, node, metastasis (TNM) staging of non-small cell lung cancer (NSCLC). A new dissection and pathological examination standard for hilar and intrapulmonary LNs needs to be established for patients with early-stage T1-3N0M0 NSCLC.
METHODS: This study involved 3,002 patients with T1-3N0M0 NSCLC who underwent radical lobectomy or total pneumonectomy in the thoracic departments of 11 Chinese institutions between January 1999 and October 2013. The Cox model was applied for univariate and multivariate analyses in the examination of station 10, 11 LN and station 12, 13, 14 LN. A hilar and intrapulmonary standard (HI standard) was then established based on univariate and multiple-factor analyses conducted using the Cox model.
RESULTS: Among the 3,002 patients enrolled in the study, 2,609 underwent at least one examination of station 10, 11 LN (A1), while 393 did not undergo examination of station 10, 11 LN (A0). The A0 and A1 groups had 5-year survival rates of 76% and 80%, respectively (P=0.018). Further, 1,764 patients underwent at least one examination of station 12, 13, 14 LN (B1), while 1,238 patients did not (B0). The B0 and B1 groups had 5-year survival rates of 77% and 82%, respectively (P=0.008). In total, 1,269 patients attained the HI standard (C1), and 1,733 did not (C0). The C0 and C1 groups had 5-year survival rates of 77% and 83%, respectively (P<0.001).
CONCLUSIONS: The HI standard can improve both the prognosis and survival rates of patients with T1-3N0M0 NSCLC. This will provide important guidance for pulmonary LN dissection and pathological examination in NSCLC cases. 2021 Translational Lung Cancer Research. All rights reserved.

Entities:  

Keywords:  Non-small cell lung cancer (NSCLC); early stage; lymph node dissection (LN dissection); pathological examination standard

Year:  2021        PMID: 35070763      PMCID: PMC8743510          DOI: 10.21037/tlcr-21-959

Source DB:  PubMed          Journal:  Transl Lung Cancer Res        ISSN: 2218-6751


Introduction

Precise staging forms the foundation of effective treatment in non-small cell lung cancer (NSCLC) (1,2). Among the various cancer staging systems, the tumor, node, metastasis (TNM) classification is widely considered optimal for differentiating the prognosis of patients with NSCLC (3). However, in TNM staging, there is considerable variation in the staging of lymph nodes (LNs), or N staging. Research has shown that for N staging, pathological staging is more accurate than clinical staging; however, pathological staging is dependent on intraoperative LN dissection and postoperative pathological verification (4). International standards including those of the National Comprehensive Cancer Network (NCCN) (5), European Society of Thoracic Surgeons (ESTS) (6,7), Chinese Medical Association (CMA) (8), and American College of Surgeons Commission on Cancer (COC) (9) differ regarding the optimal number of examined LNs (ELNs). Samayoa et al.’s retrospective study revealed that the overall survival (OS) of patients with early NSCLC could be significantly improved with at least 10 ELNs (10), and our previous study arrived at the same conclusion (11). Therefore, a minimum of 10 ELNs served as the basis for the hilar and intrapulmonary LNs quantitative standard (HI standard) in the current study. The location of ELNs can also influence the precision of pathologic LN (pN) staging (12-14). Multiple studies have reported that the precision of pN staging was significantly affected when LNs at the N1 station, especially intrapulmonary LNs, were not examined (15-17), which further impacted patients’ prognosis (18-20). However, the current surgery recommendations only specify the sampling standard of mediastinal LNs, with no specific regulation for ELNs at N1; in particular, there is no acknowledged standard for the examination of intrapulmonary LNs. The NCCN guidelines recommend that 3 N1 LNs should be examined (5), whereas those of ESTS only mention the dissection of hilar LNs (6,7). The 2018 edition of the CMA clinical guidelines for lung cancer suggested at least 12 ELNs in the mediastinum and lung, but included no further regulation on N1 LNs (8). Similarly, the COC recommendations did not include the examination of N1 LNs (9). However, the Association of Directors of Anatomic and Surgical Pathology suggested that all pulmonary LNs should be dissected and examined (21). Based on these controversial recommendations, it therefore remains unclear, how many and which N1 LNs should be examined. Therefore, the aim of this Chinese multicenter is to identify the optimal number and location of ELNs, and the association of ELNs on the prognosis of patients with T1-3N0M0 NSCLC. The study of LN location was separated into two sections: the first focused on station 10 and 11 LNs (the hilar/interlobar zone) and the second on station 12, 13, and 14 LNs (the peripheral zone) (22). Based on the above, we first established a standard for LN dissection and pathological examination (HI standard) in NSCLC, which recommends a minimum of 10 ELNs, including at least one LN from either station 10 or 11 and one LN each from station 12, 13, or 14, each. We present the following article in accordance with the STROBE reporting checklist (available at https://dx.doi.org/10.21037/tlcr-21-959).

Methods

Patients and ethics statement

The data for this study was obtained from a Chinese multi-institutional retrospective database. This included a registry of continuously collected data of patients with NSCLC who underwent surgical resection in the thoracic departments of 11 institutions in China (Sun Yat-sen University Cancer Center; Zhejiang Cancer Hospital; Affiliated Hospital of Qingdao University; Affiliated Tumor Hospital of Guangxi Medical University; Fujian Cancer Hospital, Fujian Medical University; The Second Affiliated Hospital of Medical College, Xi’an Jiaotong University; Taizhou First People’s Hospital; Third People’s Hospital of Nantong City; Ningbo First Hospital, Ningbo Hospital of Zhejiang University; Affiliated Jiangyin Hospital of Southeast University; the Second Hospital of Jilin University) between January 1999 and October 2013. The study was conducted in accordance with the Declaration of Helsinki (as revised in 2013). Ethical approval was obtained from the institutional review board of Sun Yat-sen University Cancer Center (No. YB2018-11). Individual consent for this study was waived by the ethics committee. All patients were staged with reference to the 8th edition of the TNM classification. LNs were either dissected during surgical resection or re-sampled by the surgeon following the operation. The final number of LNs was determined by the pathologist.

Inclusion and exclusion criteria

The inclusion criteria for patients in this study included: (I) diagnosed with NSCLC and histologically and pathologically staged as T1–3N0M0 according to the NCCN TNM classification; (II) underwent complete (R0) resection plus LN dissection or sampling with at least one LN that was harvested and examined; (III) followed up for a minimum of 5 years. The exclusion criteria were as follows: (I) patients with a history of synchronous or metachronous malignancy; (II) patients who had positive resection margins or who underwent palliative surgery including sublobectomy, segmentectomy, or wedge-shaped lobectomy; (III) patients who received chemotherapy, radiation, target therapy, or any other antitumor therapy before surgery; and (IV) patients who died within 30 days post-surgery.

The standard definition

HI standard: recommend at least 10 ELNs (11), including at least one station 10, 11 LN and one station 12, 13, 14 LN.

Follow-up

OS was the endpoint of this study. OS was calculated from the date of the operation until the patient’s death or the end of the follow-up period. Follow-up was conducted by staff from the hospitals’ follow-up sections or by trained medical staff via telephone. The final follow-up date was October 31, 2018. All patients were followed-up.

Statistical analysis

Categorical variables were presented as frequency (%), and continuous variables as median [interquartile range (IQR)]. The Pearson’s chi-square test was used for categorical variables to compare population characteristics, and the independent t-test (or Mann-Whitney U-test) was used for continuous variables. Survival was estimated using the Kaplan-Meier method, and any survival differences were evaluated by stratified log-rank test. Multivariable analyses using the Cox proportional-hazards model were performed to estimate the simultaneous effects of prognostic factors on survival. The Kaplan-Meier method and log-rank tests were used to estimate OS. SPSS software (version 24.0 SPSS Inc., Chicago, IL, USA) was used for all statistical analyses. A two-sided level of significance was applied, with a P value of less than 0.05 indicating statistical significance.

Results

Baseline condition of the study participants

A total of 3,002 patients were selected for this study ( for the selection process), among whom 721 patients died (24.0%), with the median follow-up being 65.9 months. Most patients were aged <65 years (66.2%) and male (63.0%). The majority of patients were staged as T1 or T2, with T1, T2, and T3 cases accounting for 40.5%, 48.5%, and 11.1% of the study population, respectively. Comprising 66.1% of cases, adenocarcinoma (AC) was the main histological type of NSCLC in this study, while squamous cell carcinoma (SCC), adenosquamous carcinoma (ASC), and other histological types accounted for, 27.9%, 2.9%, and 3.1%, respectively (see ).
Figure 1

Flowchart of the study cohort selection process.

Table 1

The baseline conditions of the HI standard

All (n=3,002), n (%)A0 group (n=393)A1 group (n=2,609)P valueaB0 group (n=1,238)B1 group (n=1,764)P valuebC0 group (n=1,733)C1 group (n=1,269)P valuec
Age (years)0.7100.8240.551
   <651,988 (66.2)257 (65.4)1,731 (66.3)817 (66.0)1,171 (66.4)1,140 (65.8)848 (66.8)
   ≥651,014 (33.8)136 (34.6)878 (33.7)421 (34.0)593 (33.6)593 (34.2)421 (33.2)
Sex0.7950.3670.658
   Male1,892 (63.0)250 (63.6)1,642 (62.9)792 (64.0)1,100 (62.4)1,098 (63.4)794 (62.6)
   Female1,110 (37.0)143 (36.4)967 (37.1)446 (36.0)664 (37.6)635 (36.6)475 (37.4)
T stage0.3140.0320.002
   T11,215 (40.5)171 (43.5)1,044 (40.0)522 (42.2)693 (39.3)742 (42.8)473 (37.3)
   T21,455 (48.5)185 (47.1)1,270 (48.7)566 (45.7)889 (50.4)793 (45.8)662 (52.2)
   T3332 (11.1)37 (9.4)295 (11.3)150 (12.1)182 (10.3)198 (11.4)134 (10.6)
Histologic0.7020.0760.215
   SCC837 (27.9)119 (30.3)718 (27.5)336 (27.1)501 (28.4)473 (27.3)364 (28.7)
   AC1,983 (66.1)250 (63.6)1,733 (66.4)816 (65.9)1,167 (66.2)1,145 (66.1)838 (66.0)
   SAC88 (2.9)11 (2.8)77 (3.0)48 (3.9)40 (2.3)60 (3.5)28 (2.2)
   Other94 (3.1)13 (3.3)81 (3.1)38 (3.1)56 (3.2)55 (3.2)39 (3.1)

a, A0 group vs. A1 group; b, B0 group vs. B1 group; c, C0 group vs. C1 group. A0 group: station 10, 11 LNs not examined; A1 group: station 10, 11 LNs examined; B0 group: station 12, 13, 14 LNs not examined; B1 group: station 12, 13, 14 LNs examined; C0 group: did not match the HI standard; C1 group: matched the HI standard. HI standard, hilar and intrapulmonary standard; SCC, squamous cell carcinoma; AC, adenocarcinoma; ASC, adenosquamous carcinoma; LNs, lymph nodes.

Flowchart of the study cohort selection process. a, A0 group vs. A1 group; b, B0 group vs. B1 group; c, C0 group vs. C1 group. A0 group: station 10, 11 LNs not examined; A1 group: station 10, 11 LNs examined; B0 group: station 12, 13, 14 LNs not examined; B1 group: station 12, 13, 14 LNs examined; C0 group: did not match the HI standard; C1 group: matched the HI standard. HI standard, hilar and intrapulmonary standard; SCC, squamous cell carcinoma; AC, adenocarcinoma; ASC, adenosquamous carcinoma; LNs, lymph nodes.

LN dissection

The 3,002 patients in this study underwent 50,849 LN dissections in total, with the average number of ELNs being 16.9±9.85 and the median number of ELNs being 15 (IQR, 10–12). The condition of station 10, 11 and station 12, 13, 14 were examined further. For station 10, 11 LN dissection, 2,087 patients (69.52%) underwent dissection of station 10 LN with an average number of 2.3 patients. Section 11 dissections included 1,919 patients (63.92%), with an average number of 1.8. Overall, 2,609 patients (86.81%) underwent one dissection of station 10, 11 LN. Regarding station 12, 13, 14 LN dissection, 1,461 patients (48.67%) underwent dissection of station 12 LN with an average number of 1.5, 993 patients (33.08%) underwent dissection of station 13 LN with an average number of 1.1, and 71 patients (2.37%) underwent dissection of station 14 LN with 119 LNs dissected. Overall, 1,764 patients (58.76%) underwent dissection of station 12, 13, 14. (See Figure S1 and Table S1).

Dissection of station 10, 11 LN

Based on the examination of station 10, 11 LN, cases in this study (n=3,002) were divided into an unexamined group [A0 group, n=393 (13.09%)] and an examined group with at least one examination of either station [A1 group, n=2,609 (89.91%)]. Confounding was addressed and adjusted for with regard to the following baseline information of the two groups: age (P=0.10), sex (P=0.795), T stage (P=0.314), and histological type (P=0.702), which displayed no statistical differences between the two groups (). Kaplan-Meier survival analysis suggested that the examined group had a superior 5-year OS rate to the unexamined group (80% vs. 76%, P=0.018). Furthermore, the subgroup analysis of different T stages showed that examination of station 10,11 LN was only meaningful for T1 stage (P=0.012). Although variance in the curve was observed the T2 subgroup, statistical significance was not reached (P=0.244). No statistical significance was found in respect to the T3 subgroup (P=0.491) ().
Figure 2

Kaplan-Meier survival curves for the OS of patients stratified by T1, T2, and T3. OS, overall survival.

Kaplan-Meier survival curves for the OS of patients stratified by T1, T2, and T3. OS, overall survival. Univariate Cox analysis revealed that T stage, age, sex, and histological type were prognostic factors (). These factors were subsequently included in multivariate Cox analysis, and the results showed that examining at least one station 10, 11 LN was an independent prognostic factor (HR, 0.758; 95% CI: 0.622–0.925; P=0.006) ().
Table 2

Cox proportional hazards multivariable analysis results for the HI standard

Station 10, 11Station 12, 13, 14HI standard
P valueHR95% CIP valueHR95% CIP valueHR95% CI
LowerUpperLowerUpperLowerUpper
Age (years)
   <65Ref.
   ≥65<0.0011.7691.5272.05<0.0011.7711.5282.052<0.0011.7661.5242.046
Sex
   MaleRef.
   Female<0.0010.5170.4280.625<0.0010.5210.4310.629<0.0010.5210.4310.629
Histologic
   SCCRef.
   AC0.2670.9080.7661.0770.2270.90.7591.0670.2190.8990.7581.066
   SAC<0.0012.0861.5012.900<0.0011.9911.4322.768<0.0011.9611.4112.727
   Other0.9481.0150.6491.5880.9781.0060.6431.5750.9571.0120.6471.584
T stage
   T1Ref.
   T2<0.0011.3781.1691.625<0.0011.3751.1671.621<0.0011.3831.1731.631
   T3<0.0011.8891.5082.367<0.0011.8731.4942.347<0.0011.8821.5012.358
Standards
   NoRef.
   Yes0.0060.7580.6220.9250.0170.8360.7220.968<0.0010.750.6440.875

HI standard, hilar and intrapulmonary standard; SCC, squamous cell carcinoma; AC, adenocarcinoma; ASC, adenosquamous carcinoma.

Table 3

Cox proportional hazards multivariable analysis results for the HI standard

AllT1T2T3
P valueHR95% CIP valueHR95% CIP valueHR95% CIP valueHR95% CI
LowerUpperLowerUpperLowerUpperLowerUpper
Age (years)
   <65
   ≥65<0.0011.7661.5242.046<0.0011.9141.4792.478<0.0011.7271.4052.1240.0071.6621.1492.405
Sex
   Male
   Female<0.0010.5210.4310.629<0.0010.5600.4080.770<0.0010.4710.3630.6110.1900.6900.3961.201
Histologic
   SCC
   AC0.2190.8990.7581.0660.0670.7510.5531.0200.7770.9660.7631.2250.7070.9260.6201.383
   SAC<0.0011.9611.4112.7270.1171.6080.8882.9130.0061.9301.2103.0790.0092.7001.2815.693
   Other0.9571.0120.6471.5840.8960.9570.4931.8560.7970.9050.4211.9430.7311.1980.4293.346
T stage
   T1
   T2<0.0011.3831.1731.631Ref.Ref.Ref.Ref.Ref.Ref.Ref.Ref.Ref.Ref.Ref.Ref.
   T3<0.0011.8821.5012.358Ref.Ref.Ref.Ref.Ref.Ref.Ref.Ref.Ref.Ref.Ref.Ref.
Standards
   No
   Yes<0.0010.750.6440.8750.0020.6430.4870.850<0.0010.1050.8400.6800.0650.6930.4691.023

HI standard, hilar and intrapulmonary standard; SCC, squamous cell carcinoma; AC, adenocarcinoma; ASC, adenosquamous carcinoma.

HI standard, hilar and intrapulmonary standard; SCC, squamous cell carcinoma; AC, adenocarcinoma; ASC, adenosquamous carcinoma. HI standard, hilar and intrapulmonary standard; SCC, squamous cell carcinoma; AC, adenocarcinoma; ASC, adenosquamous carcinoma.

Dissection of station 12–14 LN

Based on the examination of station 12, 13, and 14 LN, the 3,002 cases in this study were divided into an unexamined group (B0 group) and an examined group with at least one examination of either station (B1 group). There were 1,238 (41.24%) and 1,764 (58.76%) in the B0 and B1 groups, respectively. For accuracy, the baseline information of the two groups was analyzed. The B0 and B1 groups displayed no statistical difference in age (P=0.824), sex (P=0.367), or histological type (P=0.076); however, T stage (P=0.032) showed maldistribution between the two groups (). Kaplan-Meier survival analysis suggested that the B1 group had a higher 5-year OS rate than the B0 group (82% vs. 77%, P=0.008). Further subgroup analysis of different T stages showed that examination of station 12, 13, 14 LN was only meaningful for patients with T1 stage NSCLC (P=0.015). Although variance in the curve was observed in the T2 (P=0.207) and T3 (P=0.396) subgroups, statistical significance was not observed (). Univariate Cox analysis showed that T stage, age, sex, and histological type were also prognostic factors (). Subsequently, a multivariate Cox analysis including these factors was conducted, and the results showed that examining at least one station 12, 13, 14 was an independent prognostic factor (HR, 0.836; 95% CI: 0.722–0.968; P=0.017) ().

Influence of the HI standard on survival

Based on the HI standard, the 3,002 cases in this study were divided into two groups: an unmatched group, which did not meet the HI standard (C0 group), and a matched group (C1 group), which met the HI standard. There were 1,733 (57.73%) and 1,269 (42.27%) cases in the C0 and C1 groups, respectively. For accuracy, the baseline information of the two groups was analyzed. The C0 and C1 groups showed no statistically significant difference in age (P=0.551), sex (P=0.658), or histological type (P=0.076), however, T stage (P=0.002) showed maldistribution between the two groups (). Kaplan-Meier survival analysis suggested that the C1 group had a better 5-year survival rate than the C0 group (83% vs. 77%, P<0.001). Subgroup analysis of different T stages showed that the T1 (P=0.005), T2 (P=0.039), and T3 (P=0.029) subgroups all demonstrated statistical variances (). The univariate Cox analysis showed that T stage, age, sex, and histological type were prognostic factors (). Multivariate Cox analysis including these factors was subsequently performed, and the results showed that HI standard was an independent prognostic factor (HR, 0.750; 95% CI: 0.644–0.875; P<0.001) ().

Discussion

Sufficient intraoperative LN dissection is the foundation of surgery in NSCLC, aiding precise staging and prognostic prediction. Additionally, this provides guidance for postoperative adjuvant therapy and follow-up. Previous studies have revealed the importance of ELN number and N1 LN examination (23-25). However, current surgical guidelines mostly focus on mediastinal LNs, affording less attention to N1 LNs, especially intrapulmonary LNs. Moreover, the lack of a universal standard for LN dissection has led to confusion about radical excision among clinical surgeons, especially those in primary hospitals. In this study, the dissection rates of station 10 and 11 LNs were 69.52% and 63.92%, respectively. When judged by at least one dissection of station 10, 11 LN, the general matching rate of the 11 centers was 86.9%, with that of 10 centers being over 80%. Allen et al.’s research showed similar results, with approximately 20% of patients not undergoing hilar or intrapulmonary LN dissection (12). Moreover, in this study, the average number of station10, 11 LNs dissected was 4.1, which is similar to the results of Ramirez et al. (15). The dissection rates of station 12, 13, and 14 LNs among the patients in this study were 48.67%, 33.08%, and 2.37%, respectively. When judged by at least one dissection of station 12, 13 and 14 LNs, the general matching rate of the 11 centers was only 58.8%, with the rate being below 30% for more than half of the centers. The dissection rate of station 10, 11 LN was significantly higher than that of stations 12, 13 and 14. This could be the result of specific regulations for hilar LNs by multiple guidelines, including NCCN, and unregulated station 12, 13, 14 LNs were easily ignored. Smeltzer et al.’s study reported that a second dissection revealed unexamined LNs in 90% of lung samples, with 12% of N0 patients having metastasis in abandoned LNs (19). Wang et al.’s study showed that almost 61% (n=435) of patients who did not undergo intrapulmonary LN examination had a significantly worse OS than those who did (P=0.027) (18), which indicates that the dissection and examination of LNs at station 12, 13, 14 could reduce false negative LNs and improve diagnostic precision. The results of this study indicates that the examination of station 10, 11 or station 12, 13, 14 LNs is associated with increased patient survival rates. However, in further subgroup analysis, we found that this benefit only had statistical significance in T1 patients, and although variance was observed in the Kaplan-Meier survival curves of T2 and T3 patients, statistical significance not reached. Similarly, data from Asamura et al. (26) showed that the 5-year survival rates of patients with T1N0M0 and T1N1M0 NSCLC were 85% and 61%, respectively, and that the survival differences between patients with N0 status and N1 status were more significant in the T1 group than in the T2 and T3 groups. Therefore, N status is more important to the prognosis of T1 patients than to that of T2 and T3 patients, which may explain why examination of only station 10, 11 or only station 12, 13, 14 LNs failed to display statistical significance. In addition, we found that the HI standard showed statistically significant survival rates in not only T1 patients, but also T2 and T3 patients, which indicates that the combination of LN number and location has superior OS to observing these factors individually. Our study is the largest retrospective study to focus on the association of both the number and location of ELNs with T1–3N0M0 NSCLC patient survival. We first established a HI standard for early NSCLC based on a minimum of 10 ELNs, including at least one station 10, 11 LN and one station 12, 13, 14 LN. Inadequate ELNs could potentially result in residual metastasized LNs, which might result increase the risk of recurrence. Unexamined and metastasized N1 LNs could potentially be missed, meaning the patient would not receive chemotherapy or strict surveillance programs following treatment, resulting in a worse prognosis. According to the above discussion, many N1 LNs did not undergo further dissection and examination, which suggests that stringent requirements on N1 LN dissection would not increase the surgical difficulty or the risk of complications. In clinical practice, further dissection of N1 LNs only takes about 10 minutes but contributes to better staging and prognosis. Therefore, it is crucial that more attention is given to not only the number but also the location of ELNs. There are certain limitations to this study as a result of the retrospective design. Firstly, LN counting might be imprecise or vary in clinical practice. For instance, during surgery, multiple LNs could be dissected together due to adhesion and ultimately be counted as a single LN. On the other hand, during surgery, one LN might also be divided into many fragments and counted as multiple LNs. However, these factors had little impact on our study. Although the adhesion and fragmentation of LNs are commonly seen in patients with advanced disease, this study focused mainly on T1–3N0M0 NSCLC; and a more-rare form of the disease. Furthermore, the collected data were all obtained from real-world practices, which suggests that the results are close to the real-world situation with a large sample size. Our next multicenter and multinational prospective study will further evaluate the efficacy of the HI standard. The updated HI standard provides important guidance for pulmonary LN dissection and pathological examination in patients with T1–3N0M0 NSCLC. For such patients, a minimum of 10 ELNs, including at least one LN from station 10, 11 and one LN from station 12, 13, 14, is recommended in order to obtain the optimal survival benefit. The article’s supplementary files as
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Journal:  Transl Lung Cancer Res       Date:  2020-08
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1.  Clinical characteristics and survival outcomes of patients with pneumonectomies: A population-based study.

Authors:  Linlin Wang; Lihui Ge; Guofeng Zhang; Ziyi Wang; Yongyu Liu; Yi Ren
Journal:  Front Surg       Date:  2022-08-09
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