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Thoracic Cancer logoLink to Thoracic Cancer
. 2020 Oct 15;11(12):3566–3575. doi: 10.1111/1759-7714.13702

Prognostic impact of micropapillary component in patients with node‐negative subcentimeter lung adenocarcinoma: A Chinese cohort study

Jie Yao 1,, Erjia Zhu 2,, Ming Li 3,, Jinshi Liu 4, Lei Zhang 5, Honggang Ke 6, Hang Su 2, Huikang Xie 7, Guanxin Xu 1, Ling Zhu 1, Junqiang Fan 1,, Chang Chen 2,‡,; Surgical Thoracic Alliance of Rising Star Collaborative Group
PMCID: PMC7705621  PMID: 33058505

Abstract

Background

In this study, we investigated the prognostic significance of a micropapillary (MP) component in patients with subcentimeter lung adenocarcinoma.

Methods

A total of 311 patients with subcentimeter lung adenocarcinoma who underwent surgical resection between January 2009 to December 2012 from seven medical centers were included. Recurrence‐free survival (RFS) and overall survival (OS) were analyzed.

Results

The five‐year RFS was 79.8% in 97 (97/311, 31%) cases of adenocarcinoma with a MP component and 93.5% in the 214 (214/311, 69%) cases without. In multivariate analysis, MP was an independent risk factor for worse RFS (hazard ratio [HR], 3.73; 95% confidence interval [CI]: 1.87–7.42; P < 0.001) and OS (HR, 5.84; 95% CI: 2.20–15.49; P < 0.001). There was no significant difference among wedge resection, segmentectomy and lobectomy on RFS (P = 0.256) and OS (P = 0.103) in patients without MP. Regarding patients with a MP component, lobectomy achieved equivalent prognosis than segmentectomy, and both were better than wedge resection (P = 0.001).

Conclusions

A MP component still suggest a poor prognosis in subcentimeter lung adenocarcinoma. Patients with subcentimeter lung adenocarcinoma with a MP component of 5% or greater treated with wedge resection were at higher risk of recurrence than patients treated with anatomical resection.

Keywords: Micropapillary component, subcentimeter lung adenocarcinoma


graphic file with name TCA-11-3566-g020.jpg

Presence of a micropapillary component in subcentimeter lung cancer indicated that anatomical resection should be performed instead of wedge resection.

Introduction

Lung cancer is now the leading cause of cancer‐related death in the world and lung adenocarcinoma has become the most common histological type. 1 In 2011, the International Association for the Study of Lung Cancer (IASLC)/American Thoracic Society (ATS)/and European Respiratory Society (ERS) proposed a new classification and recommended that lung adenocarcinoma should be classified into five subtypes according to their predominant histological component. 2 The prognostic impact of micropapillary (MP) and/or solid predominant subtype on survival outcomes in lung adenocarcinoma has been demonstrated to be associated with worse prognosis. 3 , 4 , 5 , 6 However, the clinicopathological characteristics and long‐term survival in patients with adenocarcinoma harboring a minor proportion of MP component (nonpredominant) remains unclear.

With the development of radiological techniques in high‐resolution computed tomography (HRCT) scanning, the detection rate of small‐sized nodules, especially subcentimeter nodules (tumor size ≤1 cm), has gradually increased. 7 Several studies have reported that subcentimeter lung adenocarcinoma is associated with lower rate of nodal metastasis and recurrence, with a better long‐term patient survival. 8 , 9 Sublobar resection in these patients including segmentectomy and wedge resection has been reported to have an equivalent prognosis compared with lobectomy. 10 , 11 , 12 However, the National Comprehensive Cancer Network (NCCN) guidelines propose lobectomy and systematic lymph node dissection as the standard procedure for early‐stage lung adenocarcinoma. 13 In addition, it has been recommended that lobectomy is the optimal choice to provide a potential cure in patients with small‐sized lung adenocarcinoma MP predominant subtype. 14 However, lung adenocarcinoma often harbors multiple histological subtypes. 15 To date, whether patients with MP component (predominant or nonpredominant) in subcentimeter lung adenocarcinoma may benefit from less intensive resection has not been investigated.

In this study, we aimed to evaluate the prognostic value and appropriate surgical procedure of MP subtype in subcentimeter lung adenocarcinoma from a multicenter study group.

Methods

Patient population

This retrospective study was approved by the Institutional Review Board of The Second Affiliated Hospital of Zhejiang University, Shanghai Pulmonary Hospital, Zhejiang Cancer Hospital, Jiangsu Cancer Hospital, Affiliated Hospital of Nantong University and The First People's Hospital of Changzhou, on behalf of the Surgical Thoracic Alliance of Rising star group (STAR). Patients with surgically resected c‐N0 subcentimeter lung cancer who underwent curative resection from seven medical centers between January 2009 and December 2012 were included in the study. The inclusion criteria were (i) tumor size ≤1 cm; (ii) nonenlarged lymph nodes on CT scan; and (iii) pathologically diagnosed lung adenocarcinoma. The exclusion criteria were as follows: (i) previous neoadjuvant chemotherapy; (ii) presence of multiple primary cancer; (iii) incomplete follow‐up information; and (iv) positive surgical margin. Ultimately, a total of 311 patients with subcentimeter lung adenocarcinoma were included in our study. Patients' demographic and clinical data, disease extent, treatment and follow‐up information were collected.

Preoperative evaluation

Preoperative staging was performed with chest CT scan, brain MRI, and bone scintigraphy. Hilar or mediastinal lymph nodes larger than 1 cm in the short axis on CT images were defined as clinical N factor positive. Preoperative positron‐emission tomography (PET) scan was performed at the discretion of the individual clinician, especially in patients with suspicion of lymph node metastasis. Mediastinoscopy was not performed unless suspicious lymphadenopathy was indicated on CT or PET scan. Surgical resection was indicated for patients without pathological evidence of mediastinal lymph node involvement including those with hilar nodal disease on CT or PET scan.

Surgical indication and tumor margin

Lobectomy with systematic hilar and mediastinal lymph node dissection was the primary procedure. The indication for limited resection was decided on the basis of a combination of the performance status of patients and CT findings. Sublobar resections, including anatomical segmentectomy and wedge resection, were indicated for patients with peripheral lesions located at the outer one‐half of lung parenchyma, or patients with shadows composed mainly of ground‐glass nodules on CT. In contrast, we performed compromised limited resection for high‐risk patients with any contraindications for standard radical surgery, regardless of the tumor size or presence of a solid component on CT. The surgical technique was aimed at securing sufficient margins of at least 2.0 cm. The tumor margin was defined as the distance from the primary tumor to the closest staple lines. The tumor margin distance was measured by pathologists, and the tumor margin distances recorded the pathological reports were used for the analyses.

Histopathological evaluation

All patients' pathological slices were reviewed and reclassified by two clinical pathologists in each center who were blinded to patient characteristics and clinical information. When disagreement occurred, a third senior pathologist was enlisted in order to reach an agreement. According to the 2015 WHO classification of lung adenocarcinoma, invasive lung adenocarcinoma was divided into lepidic, acinar, papillary, solid, and MP subtypes based on the predominant histological pattern presenting in the tumor. The percentage of each histological subtype was recorded in 5% increments, and a subtype was considered present if ≥5% in the tumor. The pattern with largest percentage was defined as predominant pattern of histological subtype. The micropapillary pattern was defined as (i) a floret pattern with tumor cells growing in papillary tufts forming florets that lack fibrovascular cores; and a (ii) stromal pattern with tumor cells invading stromal spaces encased by connective tissues. Representative images were added to the results section (Fig 1). Adenocarcinomas with a proportion of MP component >0% were defined as MP positive adenocarcinomas. Adenocarcinomas without any MP component were defined as MP negative adenocarcinomas.

Figure 1.

Figure 1

Micropapillary adenocarcinoma consists of small papillary clusters of glandular cells growing within the airspace which lack fibrovascular cores (a, ×100; b × 200).

We also retrospectively investigated the diagnostic accuracy of presence of micropapillary component by frozen section. In our cohort, all specimens were intraoperatively diagnosed by frozen section results. Two senior pathologists reported the presence of a micropapillary component using a multihead microscope and discussed the results until a consensus was achieved.

Follow‐up policy

All patients received a physical examination, blood examination including tumor markers and chest HRCT scan every 6 to 12 months during the first two years after operation and yearly thereafter. The last follow‐up date was October 2018, the postoperative local recurrence or distant metastasis was diagnosed using chest HRCT, brain magnetic resonance imaging (MRI), and bone scanning as well as ultrasound and/or abdominal CT. The postoperative recurrence pattern was divided into locoregional, and distant recurrence. Locoregional recurrence was defined as any recurrent disease within the ipsilateral hemithorax, lung metastasis, and/or hilar or mediastinal lymph node metastasis. Distant recurrence was considered distant metastases. Recurrence was confirmed by radiological findings, including CT and/or positron emission tomography findings.

Statistical analysis

Categorical variables were compared using the χ2 test and Fisher's exact test as appropriate, and continuous variables were compared using independent t‐test. Overall survival (OS) and recurrence‐free survival (RFS) were analyzed by the Kaplan‐Meier method. In addition, univariate and multivariate Cox proportional regression analysis were used to evaluate the prognostic impact of various factors. Univariate and multivariate logistic regression model was performed to determine the relationship of micropapillary component and other clinicopathological factors. The input variables in the multivariate model were those with P‐values less than 0.1 in the univariate analysis. A two‐sided P‐value of less than 0.05 indicated statistical significance. All statistical analysis was performed using SPSS version 20.0 (IBM Corporation, Armonk, NY, USA).

Results

The overall characteristics of the patients were compared according to the positive or negative MP adenocarcinomas (Table 1). In patients with subcentimeter lung adenocarcinoma, there were 97 cases (31%) identified with a MP component, Average value of micropapillary proportion was 18.14. Median value of micropapillary proportion was 15.00. Micropapillary proportion ranged from 5.00 to 70.00. and 214 cases (69%) were identified without MP component. Gender, age, smoking history, tumor location, total size, visceral pleural invasion (VPI) and surgical procedure were not related to the presence of MP subtype, while predominant subtype had a remarkable correlation with MP presence (P < 0.001). Additionally, patients with lepidic‐predominant tumors had a lower probability of harboring a MP component (P < 0.001). The relationship between the MP positive adenocarcinomas and patient characteristics is shown in Table 2. A multivariate logistic analysis demonstrated that the presence of lepidic subtype was a significant lower risk factor in the presence of MP subtype (odds ratio [OR], 0.21; 95% confidence interval [CI]: 0.11–0.39), while gender, age, smoking history, tumor location, total size, VPI were not related to the presence of MP subtype.

Table 1.

Patient characteristics according to the presence of a micropapillary component

Characteristics Micropapillary (−) N = 214 Micropapillary (+) N = 97 P‐value
Age 0.313
≤65 168 (79) 71 (73)
>65 46 (21) 26 (27)
Sex 0.212
Male 80 (37) 44 (45)
Female 134 (63) 53 (55)
Smoking 0.881
Yes 44 (21) 21 (22)
No 170 (79) 76 (78)
Tumor location 0.312
Upper and middle 139 (65) 57 (59)
Lower 75 (35) 40 (41)
Total size (cm) 0.999
≤0.5 15 (7) 7 (7)
>0.5 199 (93) 90 (93)
Predominant component <0.001
Lepidic 106 (50) 17 (18)
Acinar 68 (32) 45 (46)
Papillary 30 (14) 26 (27)
Micropapillary 0 (0) 4 (4)
Solid 10 (5) 5 (5)
Lepidic pattern <0.001
Present 168 (79) 37 (38)
Absent 46 (21) 60 (62)
Acinar pattern 0.113
Present 141 (66) 73 (75)
Absent 73 (34) 24 (25)
Papillary pattern 0.999
Present 139 (65) 63 (65)
Absent 75 (35) 34 (35)
Solid pattern 0.032
Present 14 (7) 14 (14)
Absent 200 (93) 83 (86)
VPI 0.361
Present 40 (19) 23 (24)
Absent 174 (81) 74 (76)
Nodal involvement 0.186
N0 212 (98) 94 (97)
N1 1 (1) 2 (2)
N2 1 (1) 1 (1)
Surgery 0.714
Lobectomy 161 (75) 71 (73)
Segmentectomy 24 (11) 14 (14)
Wedge resection 29 (14) 12 (12)

Table 2.

Relationship between the presence of a micropapillary component and patient characteristics

Variables Univariate Multivariate
OR (95% CI) P‐value OR (95% CI) P‐value
Sex (female) 0.72 (0.44–1.17) 0.184
Age (>65) 1.34 (0.77–2.33) 0.305
Smoking (yes) 1.07 (0.59–1.92) 0.827
Tumor location (lower) 1.27 (0.73–2.22) 0.392
Total size (cm) 1.18 (0.42–3.35) 0.752
Predominant component
Lepidic (reference) < 0.001 a
Acinar 4.13 (2.19–7.79) < 0.001 a
Papillary 5.40 (2.60–11.25) <0.001 a
Solid 3.12 (0.95–10.24) 0.061 a
Lepidic (present) 0.17 (0.10–0.29) <0.001 0.16 (0.09–0.28) <0.001
Acinar (present) 1.58 (0.92–2.71) 0.100
Papillary (present) 1.00 (0.61–1.65) 0.999
Solid (present) 2.41 (1.10–5.27) 0.028 0.81 (0.34–1.93) 0.634
VPI (present) 1.35 (0.76–2.42) 0.309
Nodal involvement (present) 3.38 (0.56–20.58) 0.186
a

Predominant component was not included in multivariate analysis because of the association with presence of each components in adenocarcinoma. CI, confidence interval; OR, odds ratio.

Patients were subclassified into MP positive and MP negative groups. The MP positive group had a significant worse OS (P < 0.001) and RFS (P < 0.001) than the MP negative group (Fig 2). In the multivariate analysis, the Cox regression model was used to adjust for gender, age, smoking history, tumor location, and total size. The five‐year OS and RFS were significantly worse for patients with MP presence (OS: HR, 5.84; 95% CI: 2.20–15.49, P < 0.001; RFS: HR, 3.73; 95% CI: 1.87–7.42, P < 0.001) (Table 3).

Figure 2.

Figure 2

Prognostic impact on (a) RFS; (Inline graphic) MP (−), and (Inline graphic) MP (+) and (b) OS between patients with positive or negative MP component (Inline graphic) MP (−), and (Inline graphic) MP (+). (OS: overall survival; RFS: recurrence‐free survival; MP: micropapillary).

Table 3.

Cox regression model to predict RFS and OS of c‐N0 subcentimeter lung adenocarcinoma

Univariate Multivariate
Variables HR (95% CI) P‐value HR (95% CI) P‐value
RFS
Sex (female) 0.48 (0.25–0.94) 0.031 0.53 (0.27–1.06) 0.072
Age (>65) 1.04 (0.47–2.28) 0.930
Smoking (yes) 1.37 (0.64–2.93) 0.413
Tumor location (lower) 0.61 (0.26–1.46) 0.266
Total size (cm) 1.46 (0.32–6.58) 0.625
Predominant component
Lepidic Reference 0.053 a
Acinar 2.06 (0.91–4.66) 0.083 a
Papillary 1.80 (0.67–4.84) 0.242 a
Solid 0.94 (0.12–7.45) 0.956 a
Micropapillary 9.52 (2.05–44.17) 0.004 a
Lepidic (present) 0.65 (0.34–1.28) 0.214
Acinar (present) 1.36 (0.64–2.91) 0.425
Papillary (present) 0.60 (0.31–1.17) 0.131
Solid (present) 1.82 (0.71–4.70) 0.214
Micropapillary (present) 3.93 (1.98–7.82) <0.001 3.90 (1.93–7.87) <0.001
VPI (present) 0.69 (0.23–2.03) 0.495
Nodal involvement (present) 6.83 (2.09–22.33) 0.001 5.42 (1.58–18.65) 0.007
Surgery
Lobectomy reference 0.051 0.009
Segmentectomy 0.61 (0.14–2.57) 0.496 0.45 (0.10–1.94) 0.283
Wedge resection 2.50 (1.11–5.60) 0.026 3.13 (1.38–7.13) 0.007
OS
Sex (female) 0.58 (0.27–1.28) 0.179
Age (> 65) 1.77 (0.76–4.12) 0.184
Smoking (yes) 1.66 (0.69–4.01) 0.257
Tumor location (lower) 0.78 (0.30–2.06) 0.616
Total size (cm) 1.66 (0.26–10.39) 0.590
Predominant component
Lepidic (reference) 0.001 a
Acinar 1.95 (0.71–5.38) 0.195 a
Papillary 1.97 (0.60–6.45) 0.264 a
Solid 1.43 (0.17–11.93) 0.738 a
Micropapillary 19.76 (4.85–80.42) <0.001 a
Lepidic (present) 0.46 (0.21–1.00) 0.050 0.91 (0.35–2.39) 0.849
Acinar (present) 1.24 (0.52–2.98) 0.626
Papillary (present) 0.58 (0.26–1.26) 0.169
Solid (present) 2.58 (0.97–6.88) 0.059 1.49 (0.48–4.61) 0.489
Micropapillary (present) 5.73 (2.39–13.76) <0.001 6.09 (2.33–15.94) <0.001
VPI (present) 0.18 (0.02–1.35) 0.095 0.19 (0.02–1.41) 0.104
Nodal involvement (present) 4.82 (1.11–20.93) 0.036 4.50 (1.01–20.00) 0.048
Surgery
Lobectomy (reference) 0.002 0.002
Segmentectomy 0.62 (0.08–4.80) 0.651 0.47 (0.06–3.69) 0.470
Wedge resection 4.61 (1.92–11.08) 0.001 4.61 (1.86–11.46) 0.001
a

Predominant component was not included in multivariate analysis because of the association with presence of each components in adenocarcinoma. CI, confidence interval; HR, hazard ratio.

For all 79 patients who underwent limited resection, no patients had a margin distance ≤10 mm, 47 (60%) patients had a margin distance of 11–20 mm, and 22 (40%) patients had a margin distance >20 mm. The margin distance of patients in the segmentectomy group was comparable to the wedge resection group (17 ± 3.1 mm vs. 16 ± 4.2 mm; P = 0.235). In addition, we evaluated the oncological outcomes on the basis of operative procedure in patients in the MP positive and MP negative groups, and there was no difference in the MP negative group among wedge resection, segmentectomy or lobectomy on OS (P = 0.103) and RFS (P = 0.256) (Fig 3). However, in the MP positive groups, patients who underwent anatomic lobectomy or segmentectomy had a superior five‐year OS (P = 0.001) and RFS (P = 0.033) than those who underwent wedge resection. We also found that the sensitivity and specificity of frozen section diagnosis of presence of micropapillary component was 59.9% and 90.6%. The data of recurrence pattern of subcentimeter lung cancer with micropapillary component according to the surgical procedure is shown in Table 4. All recurrence (100%) in patients who underwent wedge resection was locoregional. Three quarters of recurrence (75%) in the anatomical resection group was locoregional. Locoregional recurrence was higher in patients who underwent wedge resection (Table 4).

Figure 3.

Figure 3

(a, b) Prognostic impact of surgical procedure on RFS and OS in patients with negative MP component; (Inline graphic) Lobectomy, (Inline graphic) Segmentectomy, and (Inline graphic) Wedge resection; (Inline graphic) Lobectomy, (Inline graphic) Segmentectomy, and (Inline graphic) Wedge resection or (c, d) positive MP component (Inline graphic) Lobectomy, (Inline graphic) Segmentectomy, and (Inline graphic) Wedge resection; (Inline graphic) Lobectomy, (Inline graphic) Segmentectomy, and (Inline graphic) Wedge resection. (OS: overall survival; RFS: recurrence‐free survival; MP: micropapillary; Lob, lobectomy; Seg, segmentectomy; Wed, wedge resection).

Table 4.

Patterns of recurrence in patients with subcentimeter lung adenocarcinoma with a micropapillary component based on surgical procedure

Characteristics Anatomical resection (N = 85) Wedge resection (N = 12)
Locoregional recurrence 13 (15) 5 (42)
Only hilar node 4 (5) 2 (17)
Only mediastinal node 4 (5) 1 (8)
Hilar and mediastinal node 1 (1) 1 (8)
Malignant effusion 2 (2) 0 (0)
Ipsilateral nodule 2 (2) 1 (8)
Distant recurrence 4 (5) 0 (0)
Adrenal gland 2 (2) 0 (0)
Contralateral nodule 2 (2) 0 (0)
Total 17 (20) 5 (42)

Discussion

The new eighth edition of the tumor, node, and metastases (TNM) classification of NSCLC suggests that T component, especially the maximum tumor size, is the most important predictor of prognosis. 16 T1 disease is subclassified into T1a (≤1 cm), T1b (> 1 to ≤2 cm) and T1c (>2 to ≤3 cm) diseases according to different survival outcomes in various tumor sizes. 17 Considering the distinct prognosis of subcentimeter lung adenocarcinoma, in our study we aimed to evaluate the postoperative outcomes of this group of adenocarcinomas. As far as we are aware, our study is currently the first multicenter study to evaluate the prognostic significance of MP present in subcentimeter lung adenocarcinoma. Our study revealed that subcentimeter lung adenocarcinoma had an excellent prognosis, while patients with MP subtype are associated with a poor prognosis.

Previous studies have found that IASLC/ATS/ERS classification could predict prognosis for stage I lung adenocarcinoma. 18 , 19 , 20 Yoshizawa et al. reported a five‐year RFS rates of lepidic predominant, papillary predominant, and acinar predominant subtypes were 90.0%, 83.0%, and 84.0% respectively, but only 70.0% and 67.0% in solid and MP predominant subtypes. 21 However, previous studies have focused mainly on the relationship between prognosis and predominant histological patterns. Lung adenocarcinoma usually contains complex mixtures of different histological subtypes. 22 A few studies have revealed that minor components of solid and/or MP subtypes are associated with nodal metastasis and poor prognosis. 23 , 24 , 25 , 26 , 27 In our study, there were only four MP predominant cases, but MP components were found in 97 cases. As reported in a previous study,23 we found patients with lung adenocarcinomas harboring MP components had shorter RFS and OS.

In our study, solid‐predominant cases or solid present pattern cases did not show a shorter RFS or OS compared with other patterns which might be attributed to limited samples (five solid‐predominant and 14 solid present). However, we found solid present pattern cases of lung adenocarcinoma had significantly less heterogeneity with respect to the number of associated patterns when compared with others.

According to the current classification of lung adenocarcinoma, all adenocarcinoma subtypes are listed in 5% increments. However, there are studies which have revealed that even a small percentage of the MP pattern, such as <5% of the entire tumor, has a significant prognostic impact on OS. 23 Thus, we should not only focus on MP predominant lung cancer cases, but also those harboring scant MP components.

Lobectomy and systematic mediastinal lymph node dissection as standard procedures of lung cancer surgery was established by the Lung Cancer Study Group about 20 years ago. 28 However, some studies have reported that in well‐selected patients with small‐sized and/or early‐stage NSCLC, anatomic segmentectomy may achieve equivalently long‐term survival but preserve more lung parenchyma and pulmonary function than lobectomy. 29 Previous studies have reported that segmentectomy, even wedge resection, might be adequate for early‐stage NSCLC such as adenocarcinoma in situ (AIS), minimally invasive adenocarcinoma (MIA), or invasive adenocarcinomas (IA) with lepidic predominant subtype. Our study also found that there was no significant difference between lobectomy and segmentectomy in subcentimeter lung adenocarcinoma with or without a MP component in RFS and OS. However, patients with subcentimeter lung adenocarcinoma with a MP component of 5% or greater treated with wedge resection are at a higher risk of recurrence than similar patients treated with anatomical resection. These consequences may be due to an insufficient surgical margin or limited lymph node dissection during wedge resection. Similarly, the OS and RFS of MP predominant subtypes were significantly worse than those in other predominant subtypes. Therefore, we recommend that segmentectomy or lobectomy with extensive lymph node dissection is necessary for MP subtype adenocarcinoma, although the lesions were subcentimeter nodules in our study.

There are some limitations in our study. First, this retrospective study was performed at seven medical centers but with a small sample size. Second, a selection bias was inevitable as procedures were performed by different surgeons. Third, the eighth TNM classification proposed the invasive component diameter instead of whole tumor size to be a superior choice of T staging measurement. Therefore, a prospective, multicenter, randomized, controlled study is warranted to validate the results.

In conclusion, patients with subcentimeter lung adenocarcinoma have a favorable prognosis. However, MP subtype is still an independent risk factor of worse survival in patients with subcentimeter lung adenocarcinoma. Thus, lobectomy or segmentectomy should be performed in patients with MP subtype despite tumor diameter ≤ 1 cm and a prospective study focusing on the diagnostic accuracy of MP by frozen section is necessary in the future.

Disclosure

The authors have no conflicts of interest to declare.

Acknowledgments

This work was supported by Shanghai Health Commission (2019SY072 & 2018ZHYL0102), Shanghai Pulmonary Hospital Research Fund (FK18001 & FKGG1805), Shanghai Hospital Development Center (SHDC12015116), the Fundamental Research Funds for the Central Universities (22120180607), the National Natural Science Foundation of China (81802256), Science and Technology Commission of Shanghai Municipality (15411968400 and 14411962600), and Shanghai Pujiang Program (15PJD034), the “Chen Guang” project supported by Shanghai Municipal Education Commission and Shanghai Education Development Foundation (18CG19).

[Correction added on 29 October, after first online publication: affiliations 1 and 2 were interchanged.]

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