Thorac Cardiovasc Surg 2017; 65(02): 136-141
DOI: 10.1055/s-0036-1587592
Original Thoracic
Georg Thieme Verlag KG Stuttgart · New York

Value of CT Characteristics in Predicting Invasiveness of Adenocarcinoma Presented as Pulmonary Ground-Glass Nodules

Hongdou Ding
1   Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
,
Jingyun Shi
2   Department of Radiology, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
,
Xiao Zhou
1   Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
,
Dong Xie
1   Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
,
Xiao Song
1   Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
,
Yang Yang
1   Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
,
Zhongliu Liu
3   Department of Radiology, Tongji Hospital, Tongji University School of Medicine, Shanghai, China
,
Haifeng Wang
1   Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
› Author Affiliations
Further Information

Publication History

19 April 2016

08 July 2016

Publication Date:
30 August 2016 (online)

Abstract

Background Less invasive adenocarcinomas (LIAs) of the lung, including adenocarcinoma in situ (AIS) and minimally invasive adenocarcinoma (MIA), are indications of sublobar resection and has a 5-year disease-free survival rate of almost 100% after surgery. By distinguishing invasive adenocarcinoma from LIA with computed tomography (CT) characteristics, it is possible to determine the extent of resection and prognosis for patients with ground-glass nodules (GGNs) before surgery.

Methods We reviewed CT and pathological findings of 728 GGNs in 645 consecutive patients who received curative lung resection in a single center. Only AIS, MIA, and invasive adenocarcinoma were included. Characteristics of CT, including maximum diameter of the lesion (L max) and maximum diameter of the consolidation (C max), were assessed thoroughly.

Results Multivariate logistic regression showed that larger L max (p < 0.001) and nonsmooth margin (p = 0.001) were independent factors for invasive adenocarcinoma in pure GGNs (pGGNs). The optimal cut-off value of L max was 12.0 mm. In mixed GGNs (mGGNs), multivariate analysis revealed that larger L max (p < 0.001), larger C max (p = 0.032), and vacuole sign (p = 0.007) were predictive factors for invasive adenocarcinoma, and the area under curve of regression model was 0.866. The optimal cut-off values of L max and C max were 15.4 and 5.8 mm, respectively. No node metastasis was found in 295 patients who had at least three stations of mediastinal lymph nodes dissected.

Conclusion In pGGNs, larger L max (>12.0 mm) and nonsmooth margin were reliable predictors for invasive adenocarcinoma. In mGGNs, lesions with larger L max (>15.4 mm), larger C max (>5.8 mm), and vacuole sign were more likely to be invasive adenocarcinoma.

 
  • References

  • 1 Chang B, Hwang JH, Choi YH , et al. Natural history of pure ground-glass opacity lung nodules detected by low-dose CT scan. Chest 2013; 143 (1) 172-178
  • 2 Austin JH, Müller NL, Friedman PJ , et al. Glossary of terms for CT of the lungs: recommendations of the Nomenclature Committee of the Fleischner Society. Radiology 1996; 200 (2) 327-331
  • 3 Lee HY, Lee KS. Ground-glass opacity nodules: histopathology, imaging evaluation, and clinical implications. J Thorac Imaging 2011; 26 (2) 106-118
  • 4 Kim HY, Shim YM, Lee KS, Han J, Yi CA, Kim YK. Persistent pulmonary nodular ground-glass opacity at thin-section CT: histopathologic comparisons. Radiology 2007; 245 (1) 267-275
  • 5 Travis WD, Brambilla E, Noguchi M , et al; American Thoracic Society. International Association for the Study of Lung Cancer/American Thoracic Society/European Respiratory Society: international multidisciplinary classification of lung adenocarcinoma: executive summary. Proc Am Thorac Soc 2011; 8 (5) 381-385
  • 6 Dembitzer FR, Flores RM, Parides MK, Beasley MB. Impact of histologic subtyping on outcome in lobar vs sublobar resections for lung cancer: a pilot study. Chest 2014; 146 (1) 175-181
  • 7 Van Schil PE, Asamura H, Rusch VW , et al. Surgical implications of the new IASLC/ATS/ERS adenocarcinoma classification. Eur Respir J 2012; 39 (2) 478-486
  • 8 Keenan RJ, Landreneau RJ, Maley Jr RH , et al. Segmental resection spares pulmonary function in patients with stage I lung cancer. Ann Thorac Surg 2004; 78 (1) 228-233 , discussion 228–233
  • 9 Yoshimoto K, Nomori H, Mori T , et al. Quantification of the impact of segmentectomy on pulmonary function by perfusion single-photon-emission computed tomography and multidetector computed tomography. J Thorac Cardiovasc Surg 2009; 137 (5) 1200-1205
  • 10 Macke RA, Schuchert MJ, Odell DD, Wilson DO, Luketich JD, Landreneau RJ. Parenchymal preserving anatomic resections result in less pulmonary function loss in patients with Stage I non-small cell lung cancer. J Cardiothorac Surg 2015; 10: 49
  • 11 Burt BM, Leung AN, Yanagawa M , et al. Diameter of solid tumor component alone should be used to establish T stage in lung adenocarcinoma. Ann Surg Oncol 2015; 22 (Suppl. 03) S1318-S1323
  • 12 Koenigkam Santos M, Muley T, Warth A , et al. Morphological computed tomography features of surgically resectable pulmonary squamous cell carcinomas: impact on prognosis and comparison with adenocarcinomas. Eur J Radiol 2014; 83 (7) 1275-1281
  • 13 Lee HY, Choi YL, Lee KS , et al. Pure ground-glass opacity neoplastic lung nodules: histopathology, imaging, and management. AJR Am J Roentgenol 2014; 202 (3) W224-33
  • 14 Jin X, Zhao SH, Gao J , et al. CT characteristics and pathological implications of early stage (T1N0M0) lung adenocarcinoma with pure ground-glass opacity. Eur Radiol 2015; 25 (9) 2532-2540
  • 15 Lee SM, Park CM, Goo JM, Lee HJ, Wi JY, Kang CH. Invasive pulmonary adenocarcinomas versus preinvasive lesions appearing as ground-glass nodules: differentiation by using CT features. Radiology 2013; 268 (1) 265-273
  • 16 Li F, Sone S, Abe H, Macmahon H, Doi K. Malignant versus benign nodules at CT screening for lung cancer: comparison of thin-section CT findings. Radiology 2004; 233 (3) 793-798
  • 17 Zhang Y, Qiang JW, Ye JD, Ye XD, Zhang J. High resolution CT in differentiating minimally invasive component in early lung adenocarcinoma. Lung Cancer 2014; 84 (3) 236-241
  • 18 Takashima S, Li F, Maruyama Y , et al. Discrimination of subtypes of small adenocarcinoma in the lung with thin-section CT. Lung Cancer 2002; 36 (2) 175-182
  • 19 Koo CW, Miller WT, Kucharczuk JC. Focal ground-glass opacities in non-small cell lung carcinoma resection patients. Eur J Radiol 2012; 81 (1) 139-145
  • 20 Kim TJ, Goo JM, Lee KW, Park CM, Lee HJ. Clinical, pathological and thin-section CT features of persistent multiple ground-glass opacity nodules: comparison with solitary ground-glass opacity nodule. Lung Cancer 2009; 64 (2) 171-178
  • 21 Hattori A, Suzuki K, Maeyashiki T , et al. The presence of air bronchogram is a novel predictor of negative nodal involvement in radiologically pure-solid lung cancer. Eur J Cardiothorac Surg 2014; 45 (4) 699-702
  • 22 Maeyashiki T, Suzuki K, Hattori A, Matsunaga T, Takamochi K, Oh S. The size of consolidation on thin-section computed tomography is a better predictor of survival than the maximum tumour dimension in resectable lung cancer. Eur J Cardiothorac Surg 2013; 43 (5) 915-918
  • 23 Yoshino I, Nakanishi R, Kodate M , et al. Pleural retraction and intra-tumoral air-bronchogram as prognostic factors for stage I pulmonary adenocarcinoma following complete resection. Int Surg 2000; 85 (2) 105-112
  • 24 Seki N, Fujita Y, Shibakuki R, Seto T, Uematsu K, Eguchi K. Easier understanding of pleural indentation on computed tomography. Intern Med 2007; 46 (24) 2029-2030
  • 25 Fan L, Liu SY, Li QC, Yu H, Xiao XS. Multidetector CT features of pulmonary focal ground-glass opacity: differences between benign and malignant. Br J Radiol 2012; 85 (1015) 897-904
  • 26 Nakazono T, Sakao Y, Yamaguchi K, Imai S, Kumazoe H, Kudo S. Subtypes of peripheral adenocarcinoma of the lung: differentiation by thin-section CT. Eur Radiol 2005; 15 (8) 1563-1568
  • 27 Sakurai H, Nakagawa K, Watanabe S, Asamura H. Clinicopathologic features of resected subcentimeter lung cancer. Ann Thorac Surg 2015; 99 (5) 1731-1738
  • 28 Hattori A, Suzuki K, Matsunaga T, Miyasaka Y, Takamochi K, Oh S. What is the appropriate operative strategy for radiologically solid tumours in subcentimetre lung cancer patients?. Eur J Cardiothorac Surg 2015; 47 (2) 244-249
  • 29 Ye B, Cheng M, Li W , et al. Predictive factors for lymph node metastasis in clinical stage IA lung adenocarcinoma. Ann Thorac Surg 2014; 98 (1) 217-223