Attenuation and Morphologic Characteristics Distinguishing a Ground-Glass Nodule Measuring 5-10 mm in Diameter as Invasive Lung Adenocarcinoma on Thin-Slice CT

被引:56
作者
Zhan, Yi [1 ]
Peng, Xueqing [2 ]
Shan, Fei [1 ]
Feng, Mingxiang [3 ]
Shi, Yuxin [1 ]
Liu, Lei [2 ]
Zhang, Zhiyong [1 ]
机构
[1] Fudan Univ, Radiol Dept, Shanghai Publ Hlth Clin Ctr, 2901 Caolang Rd, Shanghai 201508, Peoples R China
[2] Fudan Univ, Inst Biomed Sci, Shanghai, Peoples R China
[3] Fudan Univ, Chest Surg Dept, Zhongshan Hosp, Shanghai, Peoples R China
关键词
differential diagnosis; ground-glass nodule; invasive adenocarcinoma; lung cancer; thin-slice CT; SMALL PULMONARY NODULES; IASLC/ATS/ERS CLASSIFICATION; SUBLOBAR RESECTION; SCREENING TRIAL; CANCER RISK; SECTION CT; FEATURES; MANAGEMENT; LOBECTOMY; STATEMENT;
D O I
10.2214/AJR.18.21008
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
OBJECTIVE. The purpose of this study is to comprehensively investigate the role of multiple features seen on thin-section CT (TSCT) in the differential diagnosis of ground-glass nodules (GGNs) measuring 5-10 mm in diameter as invasive adenocarcinoma (IAC). MATERIALS AND METHODS. The TSCT features of 313 surgically diagnosed GGNs from 288 patients were retrospectively reviewed. A logistic regression model was applied, and the AUC values for the model and the size and attenuation of the lesions were compared using ROC curve analysis. RESULTS. A total of 247 lung adenocarcinomas in situ (AISs) and minimally invasive adenocarcinomas (MIAs) (hereafter referred to as the AIS-MIA group) and 66 invasive adenocarcinomas (IACs) were identified. Compared with the AIS-MIA group, the IAC groups were significantly larger in size and had higher attenuation values, a higher frequency of mixed GGNs (all p < 0.001), bubblelike appearance, spiculation, pleural indentation, different locations, and a lower frequency of clear tumor-lung interface (all p < 0.05). The logistic model included size and attenuation (both p < 0.001; odds ratio [ OR], 1.872 and 1.009, respectively) as well as tumor-lung interface (p = 0.001; OR, 0.242), bubblelike appearance (p < 0.05; OR, 2.205), and type of nodule. The AUC value for the logistic model was 0.847 (sensitivity, 80.3%; specificity, 81.0%) and was significantly higher than that for size or attenuation (both p < 0.01). CONCLUSION. Radiologic features could help in the differential diagnosis of a GGN that was 5-10 mm in diameter as IAC versus AIS or MIA. GGNs larger than 8.12 mm and with attenuation greater than -449.52 HU were more likely to be IAC.
引用
收藏
页码:W162 / W170
页数:9
相关论文
共 46 条
[1]   Sublobar resection is equivalent to lobectomy for clinical stage 1A lung cancer in solid nodules [J].
Altorki, Nasser K. ;
Yip, Rowena ;
Hanaoka, Takaomi ;
Bauer, Thomas ;
Aye, Ralph ;
Kohman, Leslie ;
Sheppard, Barry ;
Thurer, Richard ;
Andaz, Shahriyour ;
Smith, Michael ;
Mayfield, William ;
Grannis, Fred ;
Korst, Robert ;
Pass, Harvey ;
Straznicka, Michaela ;
Flores, Raja ;
Henschke, Claudia I. .
JOURNAL OF THORACIC AND CARDIOVASCULAR SURGERY, 2014, 147 (02) :754-762
[2]   Imaging genomics in cancer research: limitations and promises [J].
Bai, Harrison X. ;
Lee, Ashley M. ;
Yang, Li ;
Zhang, Paul ;
Davatzikos, Christos ;
Maris, John M. ;
Diskin, Sharon J. .
BRITISH JOURNAL OF RADIOLOGY, 2016, 89 (1061)
[3]   Standardizing CT lung density measure across scanner manufacturers [J].
Chen-Mayer, Huaiyu Heather ;
Fuld, Matthew K. ;
Hoppel, Bernice ;
Chen-Mayer, Huaiyu Heather ;
Judy, Philip F. ;
Sieren, Jered P. ;
Guo, Junfeng ;
Lynch, David A. ;
Possolo, Antonio ;
Fain, Sean B. .
MEDICAL PHYSICS, 2017, 44 (03) :974-985
[4]   Radiomics analysis of pulmonary nodules in low-dose CT for early detection of lung cancer [J].
Choi, Wookjin ;
Oh, Jung Hun ;
Riyahi, Sadegh ;
Liu, Chia-Ju ;
Jiang, Feng ;
Chen, Wengen ;
White, Charles ;
Rimner, Andreas ;
Mechalakos, James G. ;
Deasy, Joseph O. ;
Lu, Wei .
MEDICAL PHYSICS, 2018, 45 (04) :1537-1549
[5]   Differentiating pre- and minimally invasive from invasive adenocarcinoma using CT-features in persistent pulmonary part-solid nodules in Caucasian patients [J].
Cohen, Julien G. ;
Reymond, Emilie ;
Lederlin, Mathieu ;
Medici, Maud ;
Lantuejoul, Sylvie ;
Laurent, Francois ;
Arbib, Francois ;
Jankowski, Adrien ;
Moreau-Gaudry, Alexandre ;
Ferretti, Gilbert R. .
EUROPEAN JOURNAL OF RADIOLOGY, 2015, 84 (04) :738-744
[6]   Air bronchogram: A potential indicator of epidermal growth factor receptor mutation in pulmonary subsolid nodules [J].
Dai, Jie ;
Shi, Jingyun ;
Soodeen-Lalloo, Adiilah K. ;
Zhang, Peng ;
Yang, Yang ;
Wu, Chunyan ;
Jiang, Sen ;
Jia, Xiaoli ;
Fei, Ke ;
Jiang, Gening .
LUNG CANCER, 2016, 98 :22-28
[7]   COMPARING THE AREAS UNDER 2 OR MORE CORRELATED RECEIVER OPERATING CHARACTERISTIC CURVES - A NONPARAMETRIC APPROACH [J].
DELONG, ER ;
DELONG, DM ;
CLARKEPEARSON, DI .
BIOMETRICS, 1988, 44 (03) :837-845
[8]   The Eighth Edition Lung Cancer Stage Classification [J].
Detterbeck, Frank C. ;
Boffa, Daniel J. ;
Kim, Anthony W. ;
Tanoue, Lynn T. .
CHEST, 2017, 151 (01) :193-203
[9]   Oncologic Efficacy of Anatomic Segmentectomy in Stage IA Lung Cancer Patients With T1a Tumors DISCUSSION [J].
Donahue, James M. ;
Morse, Christopher R. ;
Wigle, Dennis A. ;
Allen, Mark S. ;
Nichols, Francis C. ;
Shen, K. Robert ;
Deschamps, Claude ;
Cassivi, Stephen D. .
ANNALS OF THORACIC SURGERY, 2012, 93 (02) :381-388
[10]   Survival After Sublobar Resection Versus Lobectomy for Clinical Stage IA Lung Cancer Analysis From the National Cancer Database [J].
Donington, Jessica S. .
JOURNAL OF THORACIC ONCOLOGY, 2015, 10 (11) :1513-1514