Graphical Abstract

Keywords
Abbreviations:
NSCLC (non-small cell lung cancer), OS (overall survival), RFS (Recurrence-free survival), STAS (spread through air spaces), WHO (World Health Organization)INTRODUCTION
MATERIALS AND METHODS
Patients

Histologic Evaluation
Surgical Procedure
Follow-Up Evaluation and Definition of Recurrence Location
Statistical Analysis
RESULTS
Patient Clinicopathologic Characteristics
Association of STAS with Clinicopathological Features
Variables | n | STAS | P | |||||
---|---|---|---|---|---|---|---|---|
Positiven = 148 | (%) | Negativen = 407 | (%) | |||||
Age | 0.797 | |||||||
Median | 69.3 | 69.5 | ||||||
(26-92) | (21-90) | |||||||
Sex | <0.001 | |||||||
Male | 295 | 101 | (68) | 194 | (48) | |||
Female | 260 | 47 | (32) | 213 | (52) | |||
Surgical Procedure | 0.973 | |||||||
Lobectomy | 417 | 112 | (76) | 305 | (74) | |||
Segmentectomy | 68 | 17 | (11) | 51 | (13) | |||
Wedge resection | 70 | 19 | (13) | 51 | (13) | |||
Pathological stage | <0.001 | |||||||
IA1 | 269 | 24 | (16) | 245 | (60) | |||
IA2 | 191 | 73 | (49) | 118 | (29) | |||
IA3 | 95 | 51 | (35) | 44 | (11) | |||
Histology | 0.214 | |||||||
Adenocarcinoma | 478 | 123 | (83) | 355 | (87) | |||
Not adenocarcinoma | 77 | 25 | (17) | 52 | (13) | |||
Lymphatic invasion | <0.001 | |||||||
Absent | 478 | 91 | (61) | 379 | (93) | |||
Present | 85 | 57 | (39) | 28 | (7) | |||
Vascular invasion | <0.001 | |||||||
Absent | 473 | 101 | (68) | 372 | (91) | |||
Present | 82 | 47 | (32) | 35 | (9) | |||
Recurrence | <0.001 | |||||||
Absent | 486 | 103 | (70) | 383 | (94) | |||
Present | 69 | 45 | (30) | 24 | (6) | |||
Recurrence site | <0.001 | |||||||
Local | 9 | (6) | 5 | (1) | ||||
Regional | 17 | (11) | 10 | (2) | ||||
locoregional | 26 | (18) | 15 | (3) | ||||
Distant | 25 | (17) | 12 | (2) |
Patient Outcome According to STAS
STAS and Patient Outcome According to the Types of Surgery

Variables | Univariate analysis | Multivariate analysis | |||||
---|---|---|---|---|---|---|---|
HR | 95% CI | P | HR | 95% CI | P | ||
Sex | Male vs female | 1.40 | 0.72-2.71 | 0.32 | |||
Age | Per 1-year increase | 1.01 | 0.98-1.04 | 0.42 | |||
Pathological histology | Not adenocarcinoma vs adenocarcinoma | 1.47 | 0.73-2.98 | 0.28 | |||
Pathological stage | IA2 vs IA1 | 1.99 | 0.58-6.85 | 0.28 | |||
IA3 vs IA1 | 1.52 | 0.81-2.85 | 0.20 | ||||
Surgical procedure | Wedge resection vs lobectomy | 3.63 | 1.74-7.56 | <0.001 | 3.87 | 1.84-8.12 | <0.001 |
Segmentectomy vs lobectomy | 1.63 | 0.71-3.73 | 0.25 | ||||
Lymphatic invasion | Present vs absent | 1.55 | 0.86-2.80 | 0.15 | 1.64 | 0.91-2.97 | 0.10 |
Vascular invasion | Present vs absent | 1.07 | 0.57-2.02 | 0.83 |
Variables | Univariate analysis | Multivariate analysis | |||||
---|---|---|---|---|---|---|---|
HR | 95% CI | P | HR | 95% CI | P | ||
Sex | Male vs female | 1.85 | 0.80-4.29 | 0.15 | |||
Age | Per 1-year increase | 1.05 | 1.00-1.09 | 0.017 | 1.04 | 0.99-1.09 | 0.051 |
Pathological histology | Not adenocarcinoma vs adenocarcinoma | 2.04 | 0.94-4.41 | 0.070 | |||
Pathological stage | IA2 vs IA1 | 1.99 | 0.58-6.85 | 0.28 | |||
IA3 vs IA1 | 1.52 | 0.81-2.85 | 0.20 | ||||
Surgical procedure | Wedge resection vs lobectomy | 3.44 | 1.53-7.77 | 0.003 | 3.39 | 1.33-8.76 | 0.011 |
Segmentectomy vs lobectomy | 3.31 | 0.45-24.51 | 0.24 | ||||
Lymphatic invasion | Present vs absent | 2.54 | 1.25-5.17 | 0.010 | 2.02 | 0.89-4.56 | 0.092 |
Vascular invasion | Present vs absent | 2.40 | 1.12-4.86 | 0.015 | 1.71 | 0.76-4.00 | 0.19 |
DISCUSSION

CONCLUSION
Supplementary Material
References
- WHO Classification of Tumours of the Lung, Pleura, Thymus and Heart.IARC Press, Lyon, France2015
- Prognostic impact of intra-alveolar tumor spread in pulmonary adenocarcinoma.Am J Surg Pathol. 2015; 39: 793-801
- 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: 806-814
- 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: 1033-1041
- Spread through air spaces is a predictive factor of recurrence and a prognostic factor in stage I lung adenocarcinoma.Interact Cardiovasc Thorac Surg. 2016; 23: 567-572
- Tumor spread through air spaces is an independent predictor of recurrence-free survival in patients with resected lung squamous cell carcinoma.Am J Surg Pathol. 2017; 41: 1077-1086
- Spread through air spaces (STAS) is an independent predictor of recurrence and lung cancer-specific death in squamous cell carcinoma.J Thorac Oncol. 2017; 12: 223-234
- Computed tomography features of resected lung adenocarcinomas with spread through air spaces.J Thorac Cardiovasc Surg. 2018; 156: 1670-1676
- Tumor spread through air spaces affects the recurrence and overall survival in patients with lung adenocarcinoma >2 to 3 cm.J Thorac Oncol. 2017; 12: 1052-1060
- Current status and perspectives of spread through air spaces in lung cancer.Thorac Cancer. 2021; 12: 1639-1646
- Lobectomy is associated with better outcomes than sublobar resection in spread through air spaces (STAS)-positive T1 lung adenocarcinoma: A propensity score-matched analysis.J Thorac Oncol. 2019; 14: 87-98
- Prognostic impact of tumor spread through air spaces in sublobar resection for 1A lung adenocarcinoma patients.Ann Surg Oncol. 2019; 26: 1901-1908
- Spread through air spaces is a prognostic factor in sublobar resection of non-small cell lung cancer.Ann Thorac Surg. 2018; 106: 354-360
- AJCC Cancer Staging Manual.8th ed. Springer, New York2017: 431-456
- Is segmentectomy with lymph node assessment an alternative to lobectomy for non-small cell lung cancer of 2 cm or smaller?.Ann Thorac Surg. 2001; 71: 956-960
- Radical sublobar resection for small-sized non-small cell lung cancer: a multicenter study.J Thorac Cardiovasc Surg. 2006; 132: 769-775
- A novel method for determining adjacent lung segments with infrared thoracoscopy.J Thorac Cardiovasc Surg. 2009; 138: 613-618
- New clinically applicable method for visualizing adjacent lung segments using an infrared thoracoscopy system.J Thorac Cardiovasc Surg. 2010; 140: 752-756
- Clinical trial of video-assisted thoracoscopic segmentectomy using infrared thoracoscopy with indocyanine green.Eur J Cardiothorac Surg. 2014; 46: 112-115
- Impact of micropapillary histologic subtype in selecting limited resection vs lobectomy for lung adenocarcinoma of 2cm or smaller.J Natl Cancer Inst. 2013; 105: 1212-1220
- American College of Chest Physicians and Society of Thoracic Surgeons consensus statement for evaluation and management for high-risk patients with stage I non-small cell lung cancer.Chest. 2012; 142: 1620-1635
- A randomized trial of adjuvant chemotherapy with uracil-tegafur for adenocarcinoma of the lung.N Engl J Med. 2004; 350: 1713-1721
- Effect of postoperative adjuvant chemotherapy with tegafur-uracil on survival in patients with stage IA non-small cell lung cancer: an exploratory analysis from a meta-analysis of six randomized controlled trials.J Thorac Oncol. 2009; 4: 1511-1516
- Tumor spread through air spaces is a survival predictor in non-small-cell lung cancer.Clin Lung Cancer. 2019; 20: e584-e591
- Prognostic impact of tumor spread through air spaces in non-small cell lung cancers: a meta-analysis including 3564 patients.Pathol Oncol Res. 2019; 25: 1303-1310
- Tumor spread through air spaces in non-small cell lung cancer: A systematic review and meta-analysis.Ann Thorac Surg. 2019; 108: 945-954
- Current evidence does not warrant frozen section evaluation for the presence of tumor spread through alveolar spaces.Arch Pathol Lab Med. 2018; 142: 59-63
- Impact of free tumor clusters on prognosis after resection of pulmonary adenocarcinoma.J Thorac Cardiovasc Surg. 2016; 152: 64-72
- CT manifestations of tumor spread through airspaces in pulmonary adenocarcinomas presenting as subsolid nodules.J Thorac Imaging. 2018; 33: 402-408
- Segmentectomy versus wedge resection for non-small cell lung cancer in high-risk operable patients.Ann Thorac Surg. 2013; 96: 1747-1754
Article info
Publication history
Footnotes
Read at the AATS 101st Annual Meeting: A Virtual Learning Experience, April 30-May 2, 2021.
Funding: This study did not receive any specific funding.
Institutional Review Board Approval: This retrospective study was approved by the Institutional Review Board of Kagawa University (approval number: 2020-090, approval date: September 1, 2020).
Informed Consent Statement: Written informed consent was obtained from all participants.
Conflicts of Interest: The authors report no conflicts of interest.