Abstract
To investigate the association between tumor spread through air spaces (STAS) and prognosis in surgically resected lung adenocarcinoma in our hospital, the clinicopathological data of 201 patients accepting lung adenocarcinoma surgery from January 2019 to December 2019 were retrospectively reviewed in our hospital. The correlation between clinicopathological features especially the status of STAS and patients’ overall survival and disease-free survival was explored. In addition, subgroup analysis was used to explore the association between STAS and prognosis. A total of 41 (20.4%) patients had positive STAS in hematoxylin and eosin (HE) staining sections. The median follow-up time was 41.03 months, and 16 patients died at the end of the follow-up. On multivariate analysis, Ki67 (HR, 1.019; 95% CI, 1.001–1.037) and STAS (HR, 2.396; 95% CI, 1.054–5.446) were found to be associated with disease-free survival (DFS). However, only pleural invasion (HR, 3.845; 95% CI, 1.196–12.363) was considered to be the independent factor for prognosis in our group. In the STAS-positive group, overall survival (OS) and DFS were significantly lower in patients undergoing sublobar resection than in the lobectomy group. In stage I-II patients, OS and DFS were significantly lower in the STAS-positive group than in the STAS-negative group. In conclusion, STAS is an independent risk factor of poor DFS in resected lung adenocarcinoma patients.
Similar content being viewed by others
Data Availability
The data used to support the findings of this study are available from the corresponding author upon request.
Abbreviations
- STAS:
-
Tumor spread through air spaces
- HE:
-
Hematoxylin and eosin
- OS:
-
Overall survival
- DFS:
-
Disease-free survival
- GGO:
-
Ground-glass opacities
- CEA:
-
Carcinoembryonic
- pTNM:
-
Tumor-node-metastasis
- CTR:
-
Consolidation tumor ratio
- STAS:
-
Spread through air spaces
References
Blaauwgeers H, Flieder D, Warth A, Harms A, Monkhorst K, Witte B, Thunnissen E (2017) A prospective study of loose tissue fragments in non-small cell lung cancer resection specimens: an alternative view to "spread through air spaces". Am J Surg Pathol 41(9):1226–1230
Gross DJ, Hsieh MS, Li Y, Dux J, Rekhtman N, Jones DR, Travis WD, Adusumilli PS (2021) Spread through air spaces (STAS) in non-small cell lung carcinoma: evidence supportive of an in vivo phenomenon. Am J Surg Pathol 45(11):1509–1515
Aly RG, Rekhtman N, Li X, Takahashi Y, Eguchi T, Tan KS, Rudin CM, Adusumilli PS, Travis WD (2019) Spread through air spaces (STAS) is prognostic in atypical carcinoid, large cell neuroendocrine carcinoma, and small cell carcinoma of the lung. J Thorac Oncol: official publication of the International Association for the Study of Lung Cancer 14(9):1583–1593
Dagher S, Sulaiman A, Bayle-Bleuez S, Tissot C, Grangeon-Vincent V, Laville D, Fournel P, Tiffet O (2022) Forest F: Spread through air spaces (STAS) is an independent prognostic factor in resected lung squamous cell carcinoma. Cancers (Basel) 14(9):2281
Aokage K, Suzuki K, Saji H, Wakabayashi M, Kataoka T, Sekino Y, Fukuda H, Endo M, Hattori A, Mimae T et al (2023) Segmentectomy for ground-glass-dominant lung cancer with a tumour diameter of 3 cm or less including ground-glass opacity (JCOG1211): a multicentre, single-arm, confirmatory, phase 3 trial. Lancet Respir Med 11(6):540–549
Moreira AL, Ocampo PSS, Xia Y, Zhong H, Russell PA, Minami Y, Cooper WA, Yoshida A, Bubendorf L, Papotti M et al (2020) A grading system for invasive pulmonary adenocarcinoma: a proposal from the international association for the study of lung cancer pathology committee. J Thorac Oncol: official publication of the International Association for the Study of Lung Cancer 15(10):1599–1610
Nguyen TT, Lee HS, Burt BM, Wu J, Zhang J, Amos CI, Cheng C (2022) A lepidic gene signature predicts patient prognosis and sensitivity to immunotherapy in lung adenocarcinoma. Genome Med 14(1):5
Liu Y, Yao X, Zhang Q, Qian L, Feng J, Bian T, Zhang J, Tian Y (2017) Expression of Kruppel-like factor 8 and Ki67 in lung adenocarcinoma and prognosis. Exp Ther Med 14(2):1351–1356
Lu S, Tan KS, Kadota K, Eguchi T, Bains S, Rekhtman N, Adusumilli PS, Travis WD (2017) Spread through air spaces (STAS) is an independent predictor of recurrence and lung cancer-specific death in squamous cell carcinoma. J Thorac Oncol: official publication of the International Association for the Study of Lung Cancer 12(2):223–234
Huang L, Tang L, Dai L, Shi Y (2022) The prognostic significance of tumor spread through air space in stage I lung adenocarcinoma. Thorac Cancer 13(7):997–1005
Ma K, Zhan C, Wang S, Shi Y, Jiang W, Wang Q (2019) Spread through air spaces (STAS): a new pathologic morphology in lung cancer. Clin Lung Cancer 20(2):e158–e162
Mino-Kenudson M (2020) Significance of tumor spread through air spaces (STAS) in lung cancer from the pathologist perspective. Transl Lung Cancer Res 9(3):847–859
Blaauwgeers H, Russell PA, Jones KD, Radonic T, Thunnissen E (2018) Pulmonary loose tumor tissue fragments and spread through air spaces (STAS): invasive pattern or artifact? A critical review Lung Cancer 123:107–111
Metovic J, Falco EC, Vissio E, Santoro F, Delsedime L, Massa F, Pittaro A, Osella-Abate S, Cassoni P, Volante M et al (2021) Gross specimen handling procedures do not impact the occurrence of spread through air spaces (STAS) in lung cancer. Am J Surg Pathol 45(2):215–222
Han YB, Kim H, Mino-Kenudson M, Cho S, Kwon HJ, Lee KR, Kwon S, Lee J, Kim K, Jheon S et al (2021) Tumor spread through air spaces (STAS): prognostic significance of grading in non-small cell lung cancer. Mod Pathol 34(3):549–561
Goldstraw P, Chansky K, Crowley J, Rami-Porta R, Asamura H, Eberhardt WE, Nicholson AG, Groome P, Mitchell A, Bolejack V (2016) The IASLC lung cancer staging project: proposals for revision of the TNM stage groupings in the forthcoming (eighth) edition of the TNM classification for lung cancer. J Thorac Oncol: official publication of the International Association for the Study of Lung Cancer 11(1):39–51
Dou P, Zhao H, Zhong D, Hu Y, Liu B, Zhang H, Cao A (2023) Virtual monoenergetic imaging predicting Ki-67 expression in lung cancer. Sci Rep 13(1):3774
Alvarez Moreno JC, Aljamal AA, Bahmad HF, Febres-Aldana CA, Rassaei N, Recine M, Poppiti R (2021) Correlation between spread through air spaces (STAS) and other clinicopathological parameters in lung cancer. Pathol Res Pract 220:153376
Shih AR, Mino-Kenudson M (2020) Updates on spread through air spaces (STAS) in lung cancer. Histopathology 77(2):173–180
Zhou F, Villalba JA, Sayo TMS, Narula N, Pass H, Mino-Kenudson M, Moreira AL (2022) Assessment of the feasibility of frozen sections for the detection of spread through air spaces (STAS) in pulmonary adenocarcinoma. Mod Pathol 35(2):210–217
Chen D, She Y, Wang T, Xie H, Li J, Jiang G, Chen Y, Zhang L, Xie D, Chen C (2020) Radiomics-based prediction for tumour spread through air spaces in stage I lung adenocarcinoma using machine learning. Eur J Cardiothorac Surg 58(1):51–58
Chen LW, Lin MW, Hsieh MS, Yang SM, Wang HJ, Chen YC, Chen HY, Hu YH, Lee CE, Chen JS et al (2022) Radiomic values from high-grade subtypes to predict spread through air spaces in lung adenocarcinoma. Ann Thorac Surg 114(3):999–1006
Kamel MK, Lee B, Harrison SW, Port JL, Altorki NK, Stiles BM (2021) Sublobar resection is comparable to lobectomy for screen-detected lung cancer. J Thorac Cardiovasc Surg 163(6):1907–1915
Villalba JA, Shih AR, Sayo TMS, Kunitoki K, Hung YP, Ly A, Kem M, Hariri LP, Muniappan A, Gaissert HA et al (2021) Accuracy and reproducibility of intraoperative assessment on tumor spread through air spaces in stage 1 lung adenocarcinomas. J Thorac Oncol: official publication of the International Association for the Study of Lung Cancer 16(4):619–629
Fan J, Yao J, Si H, Xie H, Ge T, Ye W, Chen J, Yin Z, Zhuang F, Xu L et al (2023) Frozen sections accurately predict the IASLC proposed grading system and prognosis in patients with invasive lung adenocarcinomas. Lung Cancer 178:123–130
Acknowledgements
The authors gratefully thank all the patients for providing data.
Funding
This study was supported by the Digital Technologies for the Postoperative Remote Care and Rehabilitation of Thoracic and Cardiac Surgery Patients (No: 2019YFE0105600), Shanghai Key Laboratory of Clinical Geriatric Medicine, Shanghai Municipal Key Clinical Specialty (shslczdzk02801), and Diagnosis and Treatment of Lung cancer (H1382).
Author information
Authors and Affiliations
Contributions
Data acquisition: JW. Drafting of the manuscript: YY. Review of the manuscript: WG and DT. All authors read and approved the final manuscript.
Corresponding author
Ethics declarations
Ethics Approval and Consent to Participate
The study was approved by the ethics committee of Huadong Hospital, and no informed consent was obtained from patients due to the retrospective nature of our study. All experiments were performed in accordance with relevant guidelines and regulations (Declaration of Helsinki).
Consent for Publication
Not applicable.
Conflict of Interest
The authors declare no competing interests.
Additional information
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Wang, J., Yao, Y., Tang, D. et al. Spread Through Air Spaces (STAS) in Surgically Resected Lung Adenocarcinoma Prognosis. Indian J Surg 85 (Suppl 2), 483–490 (2023). https://doi.org/10.1007/s12262-023-03863-4
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s12262-023-03863-4