Prognostic impact of spread through air spaces in patients with ≤2 cm stage IA lung adenocarcinoma
Highlight box
Key findings
• For spread through air space (STAS)-positive individuals, lobectomy with systematic lymph node dissection (SLND) can result in a better long-term prognosis.
What is known and what is new?
• STAS is an independent risk factor for the prognosis of patients with lung adenocarcinoma.
• For STAS-positive patients, lobectomy with SLND might result in a better long-term prognosis.
What is the implication, and what should change now?
• Lobectomy and SLND should be an option in STAS-positive patients.
Introduction
Presently, lung cancer is still a major threat to human health. In 2020, there were 2,206,800 new cases of lung cancer, and 1,796,700 lung cancer-related deaths, which represents the highest rate of cancer-related deaths (1). Lung adenocarcinoma (LUAD) is the most common type of non-small cell lung cancer. Currently, the main treatment for LUAD is surgery, but the long-term prognosis for even early stage LUAD patients with high-risk factors remains poor. Previous studies have identified some new high-risk factors for LUAD, including micropapillary histological subtypes, solid histological subtypes, lymphovascular invasion, and spread through air space (STAS) (2-4). The study of these high-risk factors may lead to a better long-term prognosis for patients with early stage LUAD.
In 2015 the World Health Organization (WHO) included STAS as a new invasive mode of lung cancer (5) and defined it as the “spread of micropapillary clusters, solid nests, or single cancer cells into air spaces in the lung parenchyma beyond the edge of the main tumor.” As a new mode of lung cancer dissemination, STAS has a significant and negative impact on patient prognosis (6-9). The JCOG0802/WJOG4607L showed that segmentectomy was superior to lobectomy in terms of overall survival (OS) and the preservation of lung function in patients with peripheral early stage non-small cell lung cancer with a tumor diameter ≤2 cm (10). However, the benefits and drawbacks of sublobectomy and lobectomy in the context of high-risk conditions, such as STAS, were not addressed in this research. The close relationship between STAS and micropapillary histological subtypes has been reported (3); however, very few studies have been conducted on the effects of the mode of lymph node dissection (LND) in STAS-positive patients. This study aimed to discuss the prognostic impact of the surgical approach, as well as the LND modality in patients with ≤2 cm stage IA LUAD with the presence of STAS. We present this article in accordance with the STROBE reporting checklist (available at https://jtd.amegroups.com/article/view/10.21037/jtd-24-444/rc).
Methods
Patient selection
This study retrospectively analyzed the data of 1,316 patients with LUAD who underwent surgery at the Department of Thoracic Surgery at The First Affiliated Hospital of the University of Science and Technology of China from January 2016 to December 2017. To be eligible for inclusion in this study, the patients had to meet the following inclusion criteria: (I) have primary LUAD confirmed by postoperative pathology; (II) have a total tumor size ≤2 cm; (III) have a postoperative pathological stage of pT1a–bN0M0; and (IV) have undergone R0 resection. Patients were excluded from the study if they met any of the following exclusion criteria: (I) had received neoadjuvant therapy; (II) had multiple nodules; and/or (III) incomplete medical records. Based on the above criteria, a total of 212 patients with LUAD were included in this study.
The study was conducted in accordance with the Declaration of Helsinki (as revised in 2013). This study was approved by the Ethics Committee of The First Affiliated Hospital of the University of Science and Technology of China (No. 2022-RE-178). The requirement of informed consent was waived for this retrospective study.
Surgery and LND modality
The main surgical procedures were lobectomy and sublobectomy. Sublobectomy included segmental lung resection and wedge lung resection. Patients underwent sublobectomy if they met the following indicators: (I) had peripheral lesions located in the outer 1/3 of the lung parenchyma and ≤2 cm in diameter or predominantly ground glass nodules; (II) had poor pulmonary function, combined cardiopulmonary disease, or who are too old to tolerate lobectomy.
Under the National Comprehensive Cancer Network guidelines, the LND modalities include systematic lymph node dissection (SLND) and limited lymph node dissection (LLND). SLND includes six groups of lymph nodes with a total of 12 lymph nodes, of which three groups are the ipsilateral intrapulmonary and hilar lymph nodes, and three groups are the ipsilateral mediastinal lymph nodes (11). SLND is routinely conducted to explore and dissect the right 2R, 3A, 3P, 4R, 7–10 groups of lymph nodes, and intrapulmonary lymph nodes, as well as the left 4L, 5–10 groups of lymph nodes, pulmonary hilar and mediastinal lymph nodes. LLND, including local LND, lymph node sampling, and no LND, is often performed in patients who do not meet the criteria for SLND. LLND is performed based on tumor size, intraoperative pathology, and the patient’s overall physical condition.
Histological evaluation
Pathological staging was based on the International Association for the Study of Lung Cancer (IASLC) TNM staging system (8th edition). All patients’ pathology sections were blind reviewed and reclassified by two senior clinical pathologists and re-examined by another pathologist if a discrepancy in diagnosis arose. LUAD was classified according to the pathological subtypes, including the lepidic pattern, acinar pattern, papillary pattern, micropapillary pattern (MP), and solid pattern, and recorded in 5% increments, and a subtype was considered present when a tissue component exceeded 5%.
Definition of STAS
Each diagnosis of STAS was also re-examined and reclassified by two senior clinical pathologists and re-examined by another pathologist if a discrepancy in diagnosis arose. In 2015, the WHO defined STAS as the “spread of micropapillary clusters, solid nests, or single cancer cells into air spaces in the lung parenchyma beyond the edge of the main tumor” (5). In terms of the distance of the STAS tumor cells from the main tumor, STAS was considered present even when it was present in the first alveolar layer at the tumor margin (3).
Postoperative follow-up
The follow-up was performed in two ways: regular outpatient follow-up; and telephone follow-up. Follow-up was performed every 4 months for 1–2 years, and every 6 months for 3–5 years to obtain clinical information about the patients and their OS rates. OS was defined as the time point from the start of surgery to a patient’s death from any cause. The follow-up endpoint was December 2022.
Statistical analysis
Clinicopathological data of all patients were analysed by SPSS 26.0 and categorical variables were compared using chi-square test and continuous variables were compared by Student’s t-test. The rate of survival was determined using the Kaplan-Meier method, and the log-rank test was used to analyze the differences in the survival rates across the groups. A multivariable survival analysis was carried out using the Cox model. A P value <0.05 was considered statistically significant.
Results
Patient characteristics
In total, 212 LUAD patients with a tumor size ≤2 cm were included in this study, of whom 93 were STAS positive and 119 were STAS negative. STAS was more common in visceral pleural invasion (VPI) (P=0.03), MP (P<0.001), and solid pattern (P=0.001) and less common in the papillary pattern (P=0.001); the lepidic pattern was more common in the STAS-negative patients than the STAS-positive patients (P<0.001). There were no statistically significant differences (P>0.05) in terms of gender, age, smoking history, surgery, LND modality, tumor size, preoperative co-morbidities, lymphatic invasion, and acinar pattern (Table 1).
Table 1
Variables | STAS + (n=93) | STAS – (n=119) | χ2 | P | |
---|---|---|---|---|---|
Sex | 0.076 | 0.78 | |||
Male | 42 | 56 | |||
Female | 51 | 63 | |||
Age, years | 0.301 | 0.58 | |||
≤60 | 52 | 71 | |||
>60 | 41 | 48 | |||
Smoking | 0.042 | 0.84 | |||
Yes | 11 | 13 | |||
No | 82 | 106 | |||
Surgery | 0.630 | 0.43 | |||
Lobectomy | 70 | 95 | |||
Sublobectomy | 23 | 24 | |||
Tumor size, cm | 2.278 | 0.13 | |||
≤1 | 26 | 45 | |||
>1, ≤2 | 67 | 74 | |||
Preoperative comorbidities | 0.644 | 0.42 | |||
Yes | 45 | 51 | |||
No | 48 | 68 | |||
Lymphatic invasion | 1.810 | 0.18 | |||
Absent | 75 | 104 | |||
Present | 18 | 15 | |||
VPI | 4.665 | 0.03 | |||
Absent | 77 | 110 | |||
Present | 16 | 9 | |||
Lymph node dissection type | 0.007 | 0.93 | |||
LLND | 71 | 92 | |||
SLND | 22 | 27 | |||
Lepidic pattern | 40.899 | <0.001 | |||
Absent | 56 | 21 | |||
Present | 37 | 98 | |||
Acinar pattern | 0.638 | 0.43 | |||
Absent | 25 | 38 | |||
Present | 68 | 81 | |||
Papillary pattern | 10.226 | 0.001 | |||
Absent | 14 | 41 | |||
Present | 79 | 78 | |||
Micropapillary pattern | 85.191 | <0.001 | |||
Absent | 11 | 90 | |||
Present | 82 | 29 | |||
Solid pattern | 11.117 | 0.001 | |||
Absent | 79 | 116 | |||
Present | 14 | 3 |
Preoperative complications included high blood pressure, diabetes, arrhythmia, and asthma. LLND, limited lymph node dissection; SLND, systematic lymph node dissection; STAS, spread through air space; VPI, visceral pleural invasion.
Univariable and multivariable analyses of patient prognosis
A univariable survival analysis of the patients’ clinical case data was conducted using the Kaplan-Meier method and the log-rank test. The results revealed that surgery type (P=0.001), LND type (P=0.04), MP (P<0.001), solid pattern (P=0.007), and STAS (P<0.001) were significantly associated with patient survival (Table 2). The factors that were found to be statistically significant in the univariable analysis were then included in the Cox model multivariable analysis, which showed that STAS (P=0.04), MP (P=0.02) and surgery type (P=0.03) were independent risk factors for patient prognosis (Table 2).
Table 2
Variables | Case | Univariate analysis | Multivariate analysis | |||
---|---|---|---|---|---|---|
Mean survival time (months) | P value | OR (95% CI) | P value | |||
Sex | 0.56 | |||||
Male | 98 | 76.493 | ||||
Female | 114 | 75.599 | ||||
Age, years | 0.27 | |||||
≤60 | 123 | 77.339 | ||||
>60 | 89 | 74.190 | ||||
Smoking | 0.99 | |||||
Yes | 24 | 75.075 | ||||
No | 188 | 76.124 | ||||
Surgery | 0.001 | 0.03 | ||||
Lobectomy | 165 | 67.253 | 0.243 (0.069–0.864) | |||
Sublobectomy | 47 | 77.933 | ||||
Tumor size, cm | 0.44 | |||||
≤1 | 71 | 76.554 | ||||
>1, ≤2 | 141 | 74.923 | ||||
Preoperative comorbidities | 0.10 | |||||
Yes | 96 | 74.237 | ||||
No | 116 | 77.496 | ||||
Lymphatic invasion | 0.39 | |||||
Absent | 33 | 75.503 | ||||
Present | 179 | 77.848 | ||||
VPI | 0.48 | |||||
Absent | 25 | 75.555 | ||||
Present | 187 | 76.680 | ||||
LND type | 0.04 | 0.65 | ||||
LLND | 47 | 69.395 | 1.349 (0.375–4.848) | |||
SLND | 165 | 77.358 | ||||
Lepidic pattern | 0.27 | |||||
Absent | 135 | 77.047 | ||||
Present | 77 | 72.628 | ||||
Acinar pattern | 0.25 | |||||
Absent | 63 | 78.229 | ||||
Present | 149 | 75.068 | ||||
Papillary pattern | 0.31 | |||||
Absent | 55 | 76.988 | ||||
Present | 157 | 75.064 | ||||
Micropapillary pattern | <0.001 | 0.03 | ||||
Absent | 101 | 82.072 | 0.256 (0.077–0.851) | |||
Present | 111 | 70.505 | ||||
Solid pattern | 0.008 | 0.12 | ||||
Absent | 194 | 76.993 | 0.494 (0.204–1.193) | |||
Present | 18 | 65.556 | ||||
STAS | <0.001 | 0.04 | ||||
Absent | 119 | 81.769 | 0.363 (0.139–0.948) | |||
Present | 93 | 68.590 |
Preoperative comorbidities included high blood pressure, diabetes, arrhythmia, chronic obstructive pulmonary disease and asthma. OR, odds ratio; CI, confidence interval; VPI, visceral pleural invasion; LND, lymph node dissection; LLND, limited lymph node dissection; SLND, systematic lymph node dissection; STAS, spread through air space.
Survival rate among the patients in each group
We followed up a total of 212 patients from January 2016 to December 2022, with a total follow-up time of 84.0 months, and a median follow-up time of 67.0 months; 16 patients were lost to follow-up. The mean survival time of all patients was 76.147 months, with 1-, 3-, and 5-year survival rates of 100%, 98.6%, and 90.6%, respectively. The mean survival time of the STAS-positive patients was 68.89 months, with 1-, 3-, and 5-year survival rates of 100%, 82.7%, and 70.6%, respectively. The mean survival time of the STAS-negative patients was 81.77 months, with 1-, 3-, and 5-year survival rates of 100%, 98.3%, and 95.8%, respectively. The STAS-negative patients had a significantly better survival rate than the STAS-positive patients (Figure 1).
The effects of the surgical method and LND modality on patient on prognosis
We divided the patients into STAS-positive and STAS-negative groups according to the presence or absence of STAS, respectively. In the STAS-positive group, the patients who underwent lobectomy had a better prognosis than those who underwent sublobectomy (P=0.007) (Figure 2). In the STAS-negative group, there was no significant difference in the prognosis of patients who underwent lobectomy and those who underwent sublobectomy (P=0.27) (Figure 3). We also compared the differences between the LND modalities and found that in the STAS-positive group, the patients who underwent SLND had a better prognosis than those who underwent LLND (P=0.03) (Figure 4); however, there was no significant difference between the two LND modalities in the STAS-negative patients (P=0.67) (Figure 5).
Effects of STAS on the survival of patients with different proportions of micropapillary histological components
We also examined the effects of different micropapillary histological components on patient prognosis in the STAS-positive and STAS-negative groups. There was no significant difference in prognosis between the STAS-positive patients with micropapillary histological components >5% and those with micropapillary histological components ≤5% (P=0.85) (Figure 6); however, there was a significant difference in the prognosis of the STAS-negative patients with micropapillary histological components >5% and those with micropapillary histological components ≤5% (P<0.001) (Figure 6).
Discussion
A prognostic study of early stage LUAD have identified a number of high-risk factors that can have a significant impact on the long-term prognosis of patients (12). STAS was recently identified as a high-risk factor for the prognosis of lung cancer patients and has a significantly unfavorable influence on patients’ long-term prognosis, and thus warrants further research (3,4,13). In our study, we found that STAS-positive patients might benefit more from undergoing lobectomy with SLND; however, in the STAS-negative patients, the performance of sublobectomy with LLND did not affect patients’ long-term prognosis.
The present study examined 212 patients, of whom 93 were STAS positive (detection rate: 43.9%). We found that as a risk factor for LUAD, STAS significantly affected the long-term prognosis of patients, which is consistent with the results of most previous studies (8,13-16). The JCOG0802/WJOG4607L study showed that the long-term prognosis of patients undergoing segmentectomy for peripheral LUAD ≤2 cm and consolidation tumor ratio (CTR) ≤1 was significantly superior than that of patients undergoing lobectomy, and that segmentectomy preserved more lung function and improved patients’ quality of life (10). However, the JCOG0802/WJOG4607L study had a number of limitations, and the findings suggested that the local recurrence rate was significantly higher in the segmentectomy group (10.5%) than the lobectomy group (5.4%), which might be due to the presence of high-risk factors, such as STAS. It is debatable whether patients with STAS should undergo sublobectomy. The results of our multifactorial survival analysis showed that the surgical modality was a risk factor for patient prognosis. Further, we found that STAS-positive patients who underwent lobectomy had a better long-term prognosis than those who underwent sublobectomy (P=0.007), but no significant difference was observed in the STAS-negative patients (P=0.27), which is consistent with the findings of Kadota (13,17).
Vaghjiani investigated the relationship between STAS and occult lymph node metastases and showed that occult lymph node metastases are more likely to occur in patients with STAS-positive LUAD and that the risk of recurrence increases as the extent of resection decreases (6). We found that the STAS-positive patients who underwent SLND had a better prognosis in than those who underwent LLND (P=0.03), but no significant difference was found in the STAS-negative patients (P=0.67). These results suggest that in STAS-positive patients, lobectomy with SLND may provide more benefit to the long-term prognosis of patients than lobectomy with LLND. Research has shown that adjuvant chemotherapy has no additional survival benefits for patients with stage IA STAS-positive LUAD, but improves the recurrence-free survival outcomes of stage IB patients with high-risk factors (18). Another study found that adjuvant chemotherapy improved the long-term prognosis of STAS-positive patients who underwent sublobectomy at stage IA, but it provided no additional survival benefits for STAS-positive patients who underwent lobectomy at stage IA (19).
In 2011, the Lung Cancer Research, International Association for the Study of Lung Cancer (IASLC), American Thoracic Society, and European Respiratory Society guidelines included the micropapillary histologic subtype as one of five subtypes of LUAD (i.e., the lepidic pattern, acinar pattern, papillary pattern, MP, and solid pattern subtypes) (20). Previous studies have shown that STAS is more prevalent in LUAD patients with the micropapillary and solid histological subtypes (8,21,22). This may be due to the lack of endothelial cell components in tumors containing the micropapillary component, which encourages the tumor cells to detach more easily from the main tumor to form STAS, and the strong invasive ability of the tumor cells in the micropapillary component, which enables the tumor cells to reattach to the alveolar wall by co-selection with alveolar vessels (22). We also observed similar results in our study; that is, the STAS-positive patients had a worse prognosis regardless of whether the micropapillary content was >5% (P=0.75), while the STAS-negative patients with a micropapillary content >5% had a worse prognosis than those with a micropapillary content ≤5% (P<0.001).
In this study, we found that the occurrence of STAS was significantly negatively correlated with lepidic (P<0.001) and papillary (P=0.001) histological subtypes. This may be related to the high detection rate of STAS in this study (43.9%). Reports of the detection rates of STAS have varied significantly in different studies (ranging from 15–55.4%) (3,23-26). These differences might stem from differences in the definition of the distance between STAS tumor cells and the main tumor in different studies. In this study, the following distance criterion was used: “Tumor STAS was considered present when tumor STAS … was identified beyond the edge of the main tumor even if it existed only in the first alveolar layer from the tumor edge.” (3). This criterion might improve the detection rate of STAS in other histological subtypes of LUAD.
This study had some limitations. First, as a single-center retrospective study, it was difficult to completely eliminate selection bias during data collection and processing. Second, the sample size included in this study was small. Third, when comparing lobectomy vs. sublobar resection or SLND vs. LLND, patients’ backgrounds were not balanced (better to use propensity score-matching). Since the presence of STAS is usually identified postoperatively, it is difficult to decide the surgical procedure based on STAS. Finally, there might have been informative bias in the diagnosis of STAS and micropapillary content during the review of pathological sections.
Conclusions
As a high-risk factor for stage IA LUAD patients, STAS plays an important role in patient prognosis. For STAS-positive patients, lobectomy with SLND might result in a better long-term prognosis. Conversely, for STAS-negative patients, sublobectomy with LLND might reduce patients’ loss of lung function without affecting their long-term prognosis. However, there are still difficulties in the preoperative and intraoperative diagnosis of STAS, and further research needs to be conducted in clinical settings to determine the best surgical approach for patients.
Acknowledgments
Funding: This study was supported by
Footnote
Reporting Checklist: The authors have completed the STROBE reporting checklist. Available at https://jtd.amegroups.com/article/view/10.21037/jtd-24-444/rc
Data Sharing Statement: Available at https://jtd.amegroups.com/article/view/10.21037/jtd-24-444/dss
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Conflicts of Interest: All authors have completed the ICMJE uniform disclosure form (available at https://jtd.amegroups.com/article/view/10.21037/jtd-24-444/coif). The authors have no conflicts of interest to declare.
Ethical Statement: The authors are accountable for all aspects of the work in ensuring that questions related to the accuracy or integrity of any part of the work are appropriately investigated and resolved. The study was conducted in accordance with the Declaration of Helsinki (as revised in 2013). This study was approved by the Ethics Committee of The First Affiliated Hospital of the University of Science and Technology of China (No. 2022-RE-178). The requirement of informed consent was waived for this retrospective study.
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References
- Sung H, Ferlay J, Siegel RL, et al. Global Cancer Statistics 2020: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries. CA Cancer J Clin 2021;71:209-49. [Crossref] [PubMed]
- Yun JK, Lee GD, Choi S, et al. Comparison of prognostic impact of lymphovascular invasion in stage IA non-small cell lung cancer after lobectomy versus sublobar resection: A propensity score-matched analysis. Lung Cancer 2020;146:105-11. [Crossref] [PubMed]
- Kadota K, Nitadori JI, Sima CS, et al. Tumor Spread through Air Spaces is an Important Pattern of Invasion and Impacts the Frequency and Location of Recurrences after Limited Resection for Small Stage I Lung Adenocarcinomas. J Thorac Oncol 2015;10:806-14. [Crossref] [PubMed]
- Toyokawa G, Yamada Y, Tagawa T, et al. Significance of spread through air spaces in early-stage lung adenocarcinomas undergoing limited resection. Thorac Cancer 2018;9:1255-61. [Crossref] [PubMed]
- Travis WD, Brambilla E, Nicholson AG, et al. The 2015 World Health Organization Classification of Lung Tumors: Impact of Genetic, Clinical and Radiologic Advances Since the 2004 Classification. J Thorac Oncol 2015;10:1243-60. [Crossref] [PubMed]
- Vaghjiani RG, Takahashi Y, Eguchi T, et al. Tumor Spread Through Air Spaces Is a Predictor of Occult Lymph Node Metastasis in Clinical Stage IA Lung Adenocarcinoma. J Thorac Oncol 2020;15:792-802. [Crossref] [PubMed]
- Toyokawa G, Yamada Y, Tagawa T, et al. Significance of Spread Through Air Spaces in Resected Pathological Stage I Lung Adenocarcinoma. Ann Thorac Surg 2018;105:1655-63. [Crossref] [PubMed]
- Villalba JA, Shih AR, Sayo TMS, et al. Accuracy and Reproducibility of Intraoperative Assessment on Tumor Spread Through Air Spaces in Stage 1 Lung Adenocarcinomas. J Thorac Oncol 2021;16:619-29. [Crossref] [PubMed]
- Shimomura M, Miyagawa-Hayashino A, Omatsu I, et al. Spread through air spaces is a powerful prognostic predictor in patients with completely resected pathological stage I lung adenocarcinoma. Lung Cancer 2022;174:165-71. [Crossref] [PubMed]
- Saji H, Okada M, Tsuboi M, et al. Segmentectomy versus lobectomy in small-sized peripheral non-small-cell lung cancer (JCOG0802/WJOG4607L): a multicentre, open-label, phase 3, randomised, controlled, non-inferiority trial. Lancet 2022;399:1607-17. [Crossref] [PubMed]
- Sun W, Su H, Liu J, et al. Impact of histological components on selecting limited lymphadenectomy for lung adenocarcinoma ≤ 2 cm. Lung Cancer 2020;150:36-43. [Crossref] [PubMed]
- Hung JJ, Yeh YC, Jeng WJ, et al. Predictive value of the international association for the study of lung cancer/American Thoracic Society/European Respiratory Society classification of lung adenocarcinoma in tumor recurrence and patient survival. J Clin Oncol 2014;32:2357-64. [Crossref] [PubMed]
- Kagimoto A, Tsutani Y, Kushitani K, et al. Segmentectomy vs Lobectomy for Clinical Stage IA Lung Adenocarcinoma With Spread Through Air Spaces. Ann Thorac Surg 2021;112:935-43. [Crossref] [PubMed]
- Gross DJ, Hsieh MS, Li Y, et al. Spread Through Air Spaces (STAS) in Non-Small Cell Lung Carcinoma: Evidence Supportive of an In Vivo Phenomenon. Am J Surg Pathol 2021;45:1509-15. [Crossref] [PubMed]
- Ren Y, Xie H, Dai C, et al. Prognostic Impact of Tumor Spread Through Air Spaces in Sublobar Resection for 1A Lung Adenocarcinoma Patients. Ann Surg Oncol 2019;26:1901-8. [Crossref] [PubMed]
- Jung W, Chung JH, Yum S, et al. The differential prognostic impact of spread through air spaces in early-stage lung adenocarcinoma after lobectomy according to the pT descriptor. J Thorac Cardiovasc Surg 2022;163:277-284.e1. [Crossref] [PubMed]
- Kadota K, Kushida Y, Kagawa S, et al. Limited Resection Is Associated With a Higher Risk of Locoregional Recurrence than Lobectomy in Stage I Lung Adenocarcinoma With Tumor Spread Through Air Spaces. Am J Surg Pathol 2019;43:1033-41. [Crossref] [PubMed]
- Lv Y, Li S, Liu Z, et al. Impact of surgery and adjuvant chemotherapy on the survival of stage I lung adenocarcinoma patients with tumor spread through air spaces. Lung Cancer 2023;177:51-8. [Crossref] [PubMed]
- Chen D, Wang X, Zhang F, et al. Could tumor spread through air spaces benefit from adjuvant chemotherapy in stage I lung adenocarcinoma? A multi-institutional study. Ther Adv Med Oncol 2020;12:1758835920978147. [Crossref] [PubMed]
- Travis WD, Brambilla E, Noguchi M, et al. International association for the study of lung cancer/american thoracic society/european respiratory society international multidisciplinary classification of lung adenocarcinoma. J Thorac Oncol 2011;6:244-85. [Crossref] [PubMed]
- Yoshida C, Kadota K, Ikeda T, et al. Tumor-associated macrophage infiltration is associated with a higher rate of tumor spread through air spaces in resected lung adenocarcinomas. Lung Cancer 2021;158:91-6. [Crossref] [PubMed]
- Yagi Y, Aly RG, Tabata K, et al. Three-Dimensional Histologic, Immunohistochemical, and Multiplex Immunofluorescence Analyses of Dynamic Vessel Co-Option of Spread Through Air Spaces in Lung Adenocarcinoma. J Thorac Oncol 2020;15:589-600. [Crossref] [PubMed]
- Shiono S, Endo M, Suzuki K, et al. Spread Through Air Spaces Is a Prognostic Factor in Sublobar Resection of Non-Small Cell Lung Cancer. Ann Thorac Surg 2018;106:354-60. [Crossref] [PubMed]
- Ding Y, Chen Y, Wen H, et al. Pretreatment prediction of tumour spread through air spaces in clinical stage I non-small-cell lung cancer. Eur J Cardiothorac Surg 2022;62:ezac248. [Crossref] [PubMed]
- Uruga H, Fujii T, Fujimori S, et al. Semiquantitative Assessment of Tumor Spread through Air Spaces (STAS) in Early-Stage Lung Adenocarcinomas. J Thorac Oncol 2017;12:1046-51. [Crossref] [PubMed]
- Chen Z, Wu X, Fang T, et al. Prognostic impact of tumor spread through air spaces for T2aN0 stage IB non-small cell lung cancer. Cancer Med 2023;12:15246-55. [Crossref] [PubMed]