Skip to main content
Erschienen in: European Radiology 4/2019

15.10.2018 | Chest

The “solid” component within subsolid nodules: imaging definition, display, and correlation with invasiveness of lung adenocarcinoma, a comparison of CT histograms and subjective evaluation

verfasst von: WenTing Tu, ZhaoBin Li, Yun Wang, Qiong Li, Yi Xia, Yu Guan, Yi Xiao, Li Fan, ShiYuan Liu

Erschienen in: European Radiology | Ausgabe 4/2019

Einloggen, um Zugang zu erhalten

Abstract

Objective

To validate three proposed definitions of the “solid” component of subsolid nodules, as compared to CT histograms and the use of different window settings, for discriminating the invasiveness of adenocarcinomas in a manner that facilitates routine clinical assessment.

Methods

We retrospectively analyzed 328 pathologically confirmed lung adenocarcinomas, manifesting as subsolid nodules. Three-dimensional CT histograms were generated by setting 11 CT attenuation intervals from − 400 to 50 HU, at 50 HU intervals, and the voxel percentage within each CT attenuation interval was generated automatically. Three definitions of the “solid” component were proposed, and 10 medium window settings were set to evaluate the “solid” component. The diagnostic performance of the three definitions for identifying invasive adenocarcinoma was compared with that of CT histogram analysis and subjective evaluation with medium window settings.

Results

A parallel diagnosis using five intervals with the largest AUC (AUC ≥ 0.797) demonstrated good differential diagnostic performance, with 78% sensitivity and 73.7% specificity. Definition 2 (visibility in the mediastinum window) yielded higher accuracy (75.6%) than the other two definitions (p < 0.01). A medium window setting of − 50 WL/2 WW gave a larger AUC than the other nine medium window settings as well as definition 2, with 82.5% specificity and 88.5% PPV, which was higher than those of parallel diagnosis with CT histogram and definition 2.

Conclusion

Using − 50 WL/2 WW is the optimum approach for evaluating the “solid” component and discriminating invasiveness, superior to using 3D CT histograms and definition 2, and convenient in routine clinical assessment.

Key Points

• − 50 WL/2 WW gave a larger AUC than definition 2.
• The specificity of − 50 WL/2 WW was higher than CT histograms.
• − 50 WL/2 WW offers the best evaluation of the solid component.
Anhänge
Nur mit Berechtigung zugänglich
Literatur
1.
Zurück zum Zitat Goo JM, Park CM, Lee HJ (2011) Ground-glass nodules on chest CT as imaging biomarkers in the management of lung adenocarcinoma. AJR Am J Roentgenol 196:533–543CrossRefPubMed Goo JM, Park CM, Lee HJ (2011) Ground-glass nodules on chest CT as imaging biomarkers in the management of lung adenocarcinoma. AJR Am J Roentgenol 196:533–543CrossRefPubMed
2.
Zurück zum Zitat Kim HY, Shim YM, Lee KS et al (2007) Persistent pulmonary nodular ground-glass opacity at thin-section CT: histopathologic comparisons. Radiology 245(1):267–275CrossRefPubMed Kim HY, Shim YM, Lee KS et al (2007) Persistent pulmonary nodular ground-glass opacity at thin-section CT: histopathologic comparisons. Radiology 245(1):267–275CrossRefPubMed
3.
Zurück zum Zitat Ding H, Shi J, Zhou X et al (2017) Value of CT characteristics in predicting invasiveness of adenocarcinoma presented as pulmonary ground-glass nodules. Thorac Cardiovasc Surg 65:136–141PubMed Ding H, Shi J, Zhou X et al (2017) Value of CT characteristics in predicting invasiveness of adenocarcinoma presented as pulmonary ground-glass nodules. Thorac Cardiovasc Surg 65:136–141PubMed
4.
Zurück zum Zitat Shikuma K, Menju T, Chen F et al (2016) Is volumetric 3-dimensional computed tomography useful to predict histological tumour invasiveness? Analysis of 211 lesions of cT1N0M0 lung adenocarcinoma. Interact Cardiovasc Thorac Surg 22:831–838CrossRefPubMedPubMedCentral Shikuma K, Menju T, Chen F et al (2016) Is volumetric 3-dimensional computed tomography useful to predict histological tumour invasiveness? Analysis of 211 lesions of cT1N0M0 lung adenocarcinoma. Interact Cardiovasc Thorac Surg 22:831–838CrossRefPubMedPubMedCentral
5.
Zurück zum Zitat Yanagawa M, Johkoh T, Noguchi M et al (2017) Radiological prediction of tumor invasiveness of lung adenocarcinoma on thin-section CT. Medicine (Baltimore) 96:e6331CrossRef Yanagawa M, Johkoh T, Noguchi M et al (2017) Radiological prediction of tumor invasiveness of lung adenocarcinoma on thin-section CT. Medicine (Baltimore) 96:e6331CrossRef
6.
Zurück zum Zitat Travis WD, Brambilla E, Noguchi M et al (2011) International Association for the Study of Lung Cancer/American Thoracic Society/European Respiratory Society international multidisciplinary classification of lung adenocarcinoma. J Thorac Oncol 6:244–285CrossRefPubMedPubMedCentral Travis WD, Brambilla E, Noguchi M et al (2011) International Association for the Study of Lung Cancer/American Thoracic Society/European Respiratory Society international multidisciplinary classification of lung adenocarcinoma. J Thorac Oncol 6:244–285CrossRefPubMedPubMedCentral
7.
Zurück zum Zitat Yanagawa N, Shiono S, Abiko M et al (2013) New IASLC/ATS/ERS classification and invasive tumor size are predictive of disease recurrence in stage I lung adenocarcinoma. J Thorac Oncol 8:612–618CrossRefPubMed Yanagawa N, Shiono S, Abiko M et al (2013) New IASLC/ATS/ERS classification and invasive tumor size are predictive of disease recurrence in stage I lung adenocarcinoma. J Thorac Oncol 8:612–618CrossRefPubMed
8.
Zurück zum Zitat Yoshiya T, Mimae T, Tsutani Y et al (2016) Prognostic role of subtype classification in small-sized pathologic N0 invasive lung adenocarcinoma. Ann Thorac Surg 102:1668–1673CrossRefPubMed Yoshiya T, Mimae T, Tsutani Y et al (2016) Prognostic role of subtype classification in small-sized pathologic N0 invasive lung adenocarcinoma. Ann Thorac Surg 102:1668–1673CrossRefPubMed
9.
Zurück zum Zitat Luo J, Huang Q, Wang R et al (2016) Prognostic and predictive value of the novel classification of lung adenocarcinoma in patients with stage IB. J Cancer Res Clin Oncol 142:2031–2040CrossRefPubMed Luo J, Huang Q, Wang R et al (2016) Prognostic and predictive value of the novel classification of lung adenocarcinoma in patients with stage IB. J Cancer Res Clin Oncol 142:2031–2040CrossRefPubMed
11.
Zurück zum Zitat Naidich DP, Bankier AA, MacMahon H et al (2013) Recommendations for the management of subsolid pulmonary nodules detected at CT: a statement from the Fleischner Society. Radiology 266:304–317CrossRefPubMed Naidich DP, Bankier AA, MacMahon H et al (2013) Recommendations for the management of subsolid pulmonary nodules detected at CT: a statement from the Fleischner Society. Radiology 266:304–317CrossRefPubMed
12.
Zurück zum Zitat Kakinuma R, Muramatsu Y, Kusumoto M et al (2015) Solitary pure ground-glass nodules 5 mm or smaller: frequency of growth. Radiology 276:873–882CrossRefPubMed Kakinuma R, Muramatsu Y, Kusumoto M et al (2015) Solitary pure ground-glass nodules 5 mm or smaller: frequency of growth. Radiology 276:873–882CrossRefPubMed
13.
Zurück zum Zitat Godoy MC, Naidich DP (2009) Subsolid pulmonary nodules and the spectrum of peripheral adenocarcinomas of the lung: recommended interim guidelines for assessment and management. Radiology 253:606–622CrossRefPubMed Godoy MC, Naidich DP (2009) Subsolid pulmonary nodules and the spectrum of peripheral adenocarcinomas of the lung: recommended interim guidelines for assessment and management. Radiology 253:606–622CrossRefPubMed
14.
Zurück zum Zitat Kim H, Park CM, Woo S et al (2013) Pure and part-solid pulmonary ground-glass nodules: measurement variability of volume and mass in nodules with a solid portion less than or equal to 5 mm. Radiology 269:585–593CrossRefPubMed Kim H, Park CM, Woo S et al (2013) Pure and part-solid pulmonary ground-glass nodules: measurement variability of volume and mass in nodules with a solid portion less than or equal to 5 mm. Radiology 269:585–593CrossRefPubMed
15.
Zurück zum Zitat Bak SH, Lee HY, Kim JH et al (2016) Quantitative CT scanning analysis of pure ground-glass opacity nodules predict further CT scanning change. Chest 149:180–191CrossRefPubMed Bak SH, Lee HY, Kim JH et al (2016) Quantitative CT scanning analysis of pure ground-glass opacity nodules predict further CT scanning change. Chest 149:180–191CrossRefPubMed
16.
Zurück zum Zitat Fan L, Li Q, Xiao Y et al (2016) How to define and display solid components within ground-glass nodules and differentiate pure ground-glass nodules from mixed ground-glass nodules? Radiology 281:325–326CrossRefPubMed Fan L, Li Q, Xiao Y et al (2016) How to define and display solid components within ground-glass nodules and differentiate pure ground-glass nodules from mixed ground-glass nodules? Radiology 281:325–326CrossRefPubMed
17.
Zurück zum Zitat Landis JR, Koch GG (1977) The measurement of observer agreement for categorical data. Biometrics 33:159–174CrossRef Landis JR, Koch GG (1977) The measurement of observer agreement for categorical data. Biometrics 33:159–174CrossRef
18.
Zurück zum Zitat Maeshima AM, Niki T, Maeshima A et al (2002) Modified scar grade: a prognostic indicator in small peripheral lung adenocarcinoma. Cancer 95:2546–2554CrossRefPubMed Maeshima AM, Niki T, Maeshima A et al (2002) Modified scar grade: a prognostic indicator in small peripheral lung adenocarcinoma. Cancer 95:2546–2554CrossRefPubMed
19.
Zurück zum Zitat Peng M, Li Z, Hu H et al (2016) Pulmonary ground-glass nodules diagnosis: mean change rate of peak CT number as a discriminative factor of pathology during a follow-up. Br J Radiol 89:20150556CrossRefPubMed Peng M, Li Z, Hu H et al (2016) Pulmonary ground-glass nodules diagnosis: mean change rate of peak CT number as a discriminative factor of pathology during a follow-up. Br J Radiol 89:20150556CrossRefPubMed
20.
Zurück zum Zitat Li Q, Fan L, Cao ET et al (2017) Quantitative CT analysis of pulmonary pure ground-glass nodule predicts histological invasiveness. Eur J Radiol 89:67–71CrossRefPubMed Li Q, Fan L, Cao ET et al (2017) Quantitative CT analysis of pulmonary pure ground-glass nodule predicts histological invasiveness. Eur J Radiol 89:67–71CrossRefPubMed
21.
Zurück zum Zitat Alpert JB, Rusinek H, Ko JP et al (2017) Lepidic predominant pulmonary lesions (LPL): CT-based distinction from more invasive adenocarcinomas using 3D volumetric density and first-order CT texture analysis. Acad Radiol 24:1604–1611CrossRefPubMed Alpert JB, Rusinek H, Ko JP et al (2017) Lepidic predominant pulmonary lesions (LPL): CT-based distinction from more invasive adenocarcinomas using 3D volumetric density and first-order CT texture analysis. Acad Radiol 24:1604–1611CrossRefPubMed
22.
Zurück zum Zitat Yoshida Y, Sakamoto M, Maeda E et al (2015) Can image analysis on high-resolution computed tomography predict non-invasive growth in adenocarcinoma of the lung? Ann Thorac Cardiovasc Surg 21:8–13CrossRefPubMed Yoshida Y, Sakamoto M, Maeda E et al (2015) Can image analysis on high-resolution computed tomography predict non-invasive growth in adenocarcinoma of the lung? Ann Thorac Cardiovasc Surg 21:8–13CrossRefPubMed
23.
Zurück zum Zitat Okada T, Iwano S, Ishigaki T et al (2009) Computer-aided diagnosis of lung cancer: definition and detection of ground-glass opacity type of nodules by high-resolution computed tomography. Jpn J Radiol 27:91–99CrossRefPubMed Okada T, Iwano S, Ishigaki T et al (2009) Computer-aided diagnosis of lung cancer: definition and detection of ground-glass opacity type of nodules by high-resolution computed tomography. Jpn J Radiol 27:91–99CrossRefPubMed
24.
Zurück zum Zitat Cohen JG, Goo JM, Yoo RE et al (2016) Software performance in segmenting ground-glass and solid components of subsolid nodules in pulmonary adenocarcinomas. Eur Radiol 26:4465–4474CrossRefPubMed Cohen JG, Goo JM, Yoo RE et al (2016) Software performance in segmenting ground-glass and solid components of subsolid nodules in pulmonary adenocarcinomas. Eur Radiol 26:4465–4474CrossRefPubMed
25.
Zurück zum Zitat Kamiya S, Iwano S, Umakoshi H et al (2018) Computer-aided volumetry of part-solid lung cancers by using CT: solid component size predicts prognosis. Radiology 14:172319 Kamiya S, Iwano S, Umakoshi H et al (2018) Computer-aided volumetry of part-solid lung cancers by using CT: solid component size predicts prognosis. Radiology 14:172319
26.
Zurück zum Zitat Matsuguma H, Nakahara R, Anraku M et al (2004) Objective definition and measurement method of ground-glass opacity for planning limited resection in patients with clinical stage IA adenocarcinoma of the lung. Eur J Cardiothorac Surg 25:1102–1106CrossRefPubMed Matsuguma H, Nakahara R, Anraku M et al (2004) Objective definition and measurement method of ground-glass opacity for planning limited resection in patients with clinical stage IA adenocarcinoma of the lung. Eur J Cardiothorac Surg 25:1102–1106CrossRefPubMed
27.
Zurück zum Zitat Matsunaga T, Suzuki K, Takamochi K et al (2017) What is the radiological definition of part-solid tumour in lung cancer? Eur J Cardiothorac Surg 51:242–247PubMed Matsunaga T, Suzuki K, Takamochi K et al (2017) What is the radiological definition of part-solid tumour in lung cancer? Eur J Cardiothorac Surg 51:242–247PubMed
28.
Zurück zum Zitat Asamura H, Hishida T, Suzuki K et al (2013) Radiographically determined noninvasive adenocarcinoma of the lung: survival outcomes of Japan Clinical Oncology Group 0201. J Thorac Cardiovasc Surg 146:24–30CrossRefPubMed Asamura H, Hishida T, Suzuki K et al (2013) Radiographically determined noninvasive adenocarcinoma of the lung: survival outcomes of Japan Clinical Oncology Group 0201. J Thorac Cardiovasc Surg 146:24–30CrossRefPubMed
29.
Zurück zum Zitat Suzuki K, Koike T, Asakawa T et al (2011) A prospective radiological study of thin-section computed tomography to predict pathological noninvasiveness in peripheral clinical IA lung cancer (Japan Clinical Oncology Group 0201). J Thorac Oncol 6:751–756CrossRefPubMed Suzuki K, Koike T, Asakawa T et al (2011) A prospective radiological study of thin-section computed tomography to predict pathological noninvasiveness in peripheral clinical IA lung cancer (Japan Clinical Oncology Group 0201). J Thorac Oncol 6:751–756CrossRefPubMed
Metadaten
Titel
The “solid” component within subsolid nodules: imaging definition, display, and correlation with invasiveness of lung adenocarcinoma, a comparison of CT histograms and subjective evaluation
verfasst von
WenTing Tu
ZhaoBin Li
Yun Wang
Qiong Li
Yi Xia
Yu Guan
Yi Xiao
Li Fan
ShiYuan Liu
Publikationsdatum
15.10.2018
Verlag
Springer Berlin Heidelberg
Erschienen in
European Radiology / Ausgabe 4/2019
Print ISSN: 0938-7994
Elektronische ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-018-5778-3

Weitere Artikel der Ausgabe 4/2019

European Radiology 4/2019 Zur Ausgabe

Mammakarzinom: Brustdichte beeinflusst rezidivfreies Überleben

26.05.2024 Mammakarzinom Nachrichten

Frauen, die zum Zeitpunkt der Brustkrebsdiagnose eine hohe mammografische Brustdichte aufweisen, haben ein erhöhtes Risiko für ein baldiges Rezidiv, legen neue Daten nahe.

„Übersichtlicher Wegweiser“: Lauterbachs umstrittener Klinik-Atlas ist online

17.05.2024 Klinik aktuell Nachrichten

Sie sei „ethisch geboten“, meint Gesundheitsminister Karl Lauterbach: mehr Transparenz über die Qualität von Klinikbehandlungen. Um sie abzubilden, lässt er gegen den Widerstand vieler Länder einen virtuellen Klinik-Atlas freischalten.

Klinikreform soll zehntausende Menschenleben retten

15.05.2024 Klinik aktuell Nachrichten

Gesundheitsminister Lauterbach hat die vom Bundeskabinett beschlossene Klinikreform verteidigt. Kritik an den Plänen kommt vom Marburger Bund. Und in den Ländern wird über den Gang zum Vermittlungsausschuss spekuliert.

Darf man die Behandlung eines Neonazis ablehnen?

08.05.2024 Gesellschaft Nachrichten

In einer Leseranfrage in der Zeitschrift Journal of the American Academy of Dermatology möchte ein anonymer Dermatologe bzw. eine anonyme Dermatologin wissen, ob er oder sie einen Patienten behandeln muss, der eine rassistische Tätowierung trägt.

Update Radiologie

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.