Skip to main content

Advertisement

Log in

HRCT features distinguishing pre-invasive from invasive pulmonary adenocarcinomas appearing as ground-glass nodules

  • Computed Tomography
  • Published:
European Radiology Aims and scope Submit manuscript

Abstract

Objective

To investigate the high-resolution computed tomography (HRCT) features that distinguish lung adenocarcinomas in situ (AISs) and minimally invasive adenocarcinomas (MIAs) from invasive adenocarcinomas (IACs) appearing as ground-glass nodules (GGNs), and to select candidates for sublobar resection.

Methods

Two hundred and twenty-nine patients with 237 GGNs of less than 2 cm (139 AIS-MIA nodules and 98 IAC nodules) confirmed by surgery and pathology were retrospectively reviewed. The HRCT features of the AIS-MIAs and IACs were analysed and compared. Receiver operating characteristic (ROC) analyses were conducted to determine the cutoff values for the qualitative variables and their diagnostic performances.

Results

Significant differences were found in the density, nodule and solid component diameters, CT values of the ground-glass and solid components, lobulated shape, spiculated margin, abnormal pulmonary vein and artery, air bronchogram, and pleural indentation of the GGNs between the two groups. Multivariate and ROC analyses revealed that larger diameter of nodules (≥12.2 mm) and solid components (≥6.7 mm), and higher CT values of the solid components (≥ -192 HU) in the GGNs with air bronchogram were significantly associated with IACs.

Conclusions

HRCT can identify distinguishing morphological features between AIS-MIAs and IACs, and is helpful for selecting candidates for sublobar resection.

Key Points

IACs appearing as GGNs were often ≥ 12.2 mm in diameter.

IACs were often ≥ 6.7 mm in solid component diameter.

The solid components of the IACs often exhibited ≥ -192 HU.

IACs exhibited air bronchogram more frequently than AIS-MIAs.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6

Similar content being viewed by others

Abbreviations

AIS:

Adenocarcinoma in situ

MIA:

Minimally invasive adenocarcinoma

IAC:

Invasive adenocarcinoma

AAH:

Atypical adenomatous hyperplasia

GGN:

Ground-glass nodule

PGGN:

Pure ground-glass nodule

MGGN:

Mixed ground-glass nodule

HRCT:

High-resolution computed tomography

References

  1. Nakata M, Saeki H, Takata I et al (2002) Focal ground-glass opacity detected by low-dose helical CT. Chest 121:1464–1467

    Article  PubMed  Google Scholar 

  2. 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 6:244–285

    Article  PubMed  PubMed Central  Google Scholar 

  3. Zhang J, Wu J, Tan Q, Zhu L, Gao W (2013) Why do pathological stage IA lung adenocarcinomas vary from prognosis? A clinicopathologic study of 176 patients with pathological stage IA lung adenocarcinoma based on the IASLC/ATS/ERS classification. J Thorac Oncol 8:1196–1202

    Article  CAS  PubMed  Google Scholar 

  4. Van Schil PE, Asamura H, Rusch VW et al (2012) Surgical implications of the new IASLC/ATS/ERS adenocarcinoma classification. Eur Respir J 39:478–486

    Article  PubMed  Google Scholar 

  5. Tsutani Y, Miyata Y, Nakayama H et al (2014) Appropriate sublobar resection choice for ground glass opacity-dominant clinical stage IA lung adenocarcinoma wedge resection or segmentectomy. Chest 145:66–71

    Article  PubMed  Google Scholar 

  6. EI-Sherif A, Gooding WE, Santos R et al (2006) Outcomes of sublobar resection versus lobectomy for stage I non-small cell lung cancer: A 13-year analysis. Ann Thorac Surg 82:408–416

    Article  Google Scholar 

  7. Altorki NK, Yip R, Hanaoka T et al (2014) Sublobar resection is equivalent to lobectomy for clinical stage IA lung cancer in solid nodules. J Thorac Cardiovasc Surg 147:754–762

    Article  PubMed  Google Scholar 

  8. Donahue JM, Morse CR, Wigle DA et al (2012) Oncologic efficacy of anatomic segmentectomy in stage IA lung cancer patients with T1a tumors. Ann Thorac Surg 2012(93):381–388

    Article  Google Scholar 

  9. Nomori H, Iwatani K, Kobayashi H, Mori A, Yoshioka S (2006) Omission of mediastinal lymph node dissection in lung cancer: its techniques and diagnostic procedures. Ann Thorac Cardiovasc Surg 12:83–88

    PubMed  Google Scholar 

  10. Nakahara R, Yokose T, Nagai K, Nishiwaki Y, Ochiai A (2001) Atypical adenomatous hyperplasia of the lung: a clinicopathological study of 118 cases including cases with multiple atypical adenomatous hyperplasia. Thorax 56:302–305

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  11. Zhang Y, Qiang JW, Ye JD, Ye XD, Zhang J (2014) High resolution CT in differentiating minimally invasive component in early lung adenocarcinoma. Lung Cancer 84:236–241

    Article  PubMed  Google Scholar 

  12. Kim HY, Shim YM, Lee KS, Han J, Yi CA, Kim YK (2007) Persistent pulmonary nodular ground-glass opacity at thin-section CT: histopathologic comparisons. Radiology 245:267–275

    Article  PubMed  Google Scholar 

  13. Lee SM, Park CM, Goo JM, Lee HJ, Wi JY, Kang CH (2013) Invasive pulmonary adenocarcinomas versus preinvasive lesions appearing as ground-glass nodules: differentiation by using CT features. Radiology 268:265–273

    Article  PubMed  Google Scholar 

  14. Eguchi T, Yoshizawa A, Kawakami S et al (2014) Tumor size and computed tomography attenuation of pulmonary pure ground-glass nodules are useful for predicting pathological invasiveness. PLoS ONE 9:e97867

    Article  PubMed  PubMed Central  Google Scholar 

  15. Liu LH, Liu M, Wei R et al (2015) CT findings of persistent pure ground glass opacity: can we predict the invasiveness? Asian Pac J Cancer Prev 16:1925–1928

    Article  PubMed  Google Scholar 

  16. Cohen JG, Reymond E, Lederlin M et al (2015) Differentiating pre- and minimally invasive from invasive adenocarcinoma using CT-features in persistent pulmonary part-solid nodules in Caucasian patients. Eur J Radiol 84:738–744

    Article  PubMed  Google Scholar 

  17. Lee HK, Goo JM, Park SJ et al (2014) Correlation between the size of the solid component on thin-section CT and the invasive component on pathology in small lung adenocarcinomas manifesting as ground-glass nodules. J Thorac Oncol 9:74–82

    Article  PubMed  Google Scholar 

  18. Noguchi M, Morikawa A, Kawasaki M et al (1995) Small adenocarcinoma of the lung - histologic characteristics and prognosis. Cancer 75:2844–2852

    Article  CAS  PubMed  Google Scholar 

  19. Park CM, Goo JM, Lee HJ, Lee CH, Chun EJ, Im JG (2007) Nodular ground-glass opacity at thin-section CT: histologic correlation and evaluation of change at follow up. RadioGraphics 27:391–408

    Article  PubMed  Google Scholar 

  20. Lee HJ, Goo JM, Lee CH et al (2009) Predictive CT findings of malignancy in ground-glass nodules on thin-section chest CT: the effects on radiologist performance. Eur Radiol 19:552–560

    Article  PubMed  Google Scholar 

  21. Gao F, Li M, Ge XJ et al (2013) Multi-detector spiral CT study of the relationships between pulmonary ground-glass nodules and blood vessels. Eur Radiol 23:3271–3277

    Article  PubMed  Google Scholar 

  22. Qiang JW, Zhou KR, Lu G et al (2004) The relationship between solitary pulmonary nodule and bronchus: MSCT-pathologic correlation. Clin Radiol 59:1121–1127

    Article  CAS  PubMed  Google Scholar 

  23. Cui Y, Ma DQ, Liu WH (2009) Value of multiplanar reconstruction in MSCT in demonstrating the relationship between solitary pulmonary nodule and bronchus. Clin Imaging 33:15–21

    Article  PubMed  Google Scholar 

  24. Yoshino I, Nakanishi R, Kodate M et al (2000) Pleural retraction and intra-tumoral air-bronchogram as prognostic factors for stage I pulmonary adenocarcinoma following complete resection. Int Surg 85:105–112

    CAS  PubMed  Google Scholar 

  25. Yamazaki K, Yoshino I, Yohena T et al (2007) Clinically predictive factors of pathologic upstaging in patients with peripherally located clinical stage IA non-small cell lung cancer. Lung Cancer 55:365–369

    Article  PubMed  Google Scholar 

  26. Ikehara M, Saito H, Kondo T et al (2012) Comparison of thin-section CT and pathological findings in small solid-density type pulmonary adenocarcinoma: prognostic factors from CT findings. Eur J Radiol 81:189–194

    Article  PubMed  Google Scholar 

Download references

Acknowledgments

The scientific guarantor of this publication is Jin Wei Qiang. The authors of this manuscript declare no relationships with any companies, whose products or services may be related to the subject matter of the article. This study has received funding by grants from national natural science foundation of China (81171340) and Science and Technology Commission of Shanghai (10411956800). One of the authors has significant statistical expertise. Institutional Review Board approval was obtained. Written informed consent was waived by the Institutional Review Board. Methodology: retrospective, diagnostic or prognostic study, performed at one institution.

Author information

Authors and Affiliations

Authors

Corresponding authors

Correspondence to Jin Wei Qiang or Jian Ding Ye.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Zhang, Y., Shen, Y., Qiang, J.W. et al. HRCT features distinguishing pre-invasive from invasive pulmonary adenocarcinomas appearing as ground-glass nodules. Eur Radiol 26, 2921–2928 (2016). https://doi.org/10.1007/s00330-015-4131-3

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00330-015-4131-3

Keywords

Navigation