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Risk Factors for Predicting Occult Lymph Node Metastasis in Patients with Clinical Stage I Non-small Cell Lung Cancer Staged by Integrated Fluorodeoxyglucose Positron Emission Tomography/Computed Tomography

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Abstract

Background

Lymph nodes in patients with non-small cell lung cancer (NSCLC) are often staged using integrated 18F-fluorodeoxyglucose positron emission tomography/computed tomography (FDG-PET/CT). However, this modality has limited ability to detect micrometastases. We aimed to define risk factors for occult lymph node metastasis in patients with clinical stage I NSCLC diagnosed by preoperative integrated FDG-PET/CT.

Methods

We retrospectively reviewed the records of 246 patients diagnosed with clinical stage I NSCLC based on integrated FDG-PET/CT between April 2007 and May 2015. All patients were treated by complete surgical resection. The prevalence of occult lymph node metastasis in patients with clinical stage I NSCLC was analysed according to clinicopathological factors. Risk factors for occult lymph node metastasis were defined using univariate and multivariate analyses.

Results

Occult lymph node metastasis was detected in 31 patients (12.6 %). Univariate analysis revealed CEA (P = 0.04), SUVmax of the primary tumour (P = 0.031), adenocarcinoma (P = 0.023), tumour size (P = 0.002) and pleural invasion (P = 0.046) as significant predictors of occult lymph node metastasis. Multivariate analysis selected SUVmax of the primary tumour (P = 0.049), adenocarcinoma (P = 0.003) and tumour size (P = 0.019) as independent predictors of occult lymph node metastasis.

Conclusions

The SUVmax of the primary tumour, adenocarcinoma and tumour size were risk factors for occult lymph node metastasis in patients with NSCLC diagnosed as clinical stage I by preoperative integrated FDG-PET/CT. These findings would be helpful in selecting candidates for mediastinoscopy or endobronchial ultrasound-guided transbronchial needle aspiration.

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Abbreviations

AUC:

Area under the curve

CEA:

Carcinoembryonic antigen

CT:

Computed tomography

EBUS-TBNA:

Endobronchial ultrasound-guided transbronchial needle aspiration

FDG-PET:

18F-fluorodeoxyglucose positron emission tomography

NEMA:

National Electrical Manufacturers’ Association

NPV:

Negative predictive value

NSCLC:

Non-small cell lung cancer

ROC:

Receiver operating characteristics

ROI:

Region of interest

SABR:

Stereotactic ablative radiotherapy

SUVmax :

Maximum standardized uptake value

TNM:

Tumour node metastasis

VOI:

Volume of interest

WHO:

World Health Organization

References

  1. Jemal A, Siegel R, Ward E et al (2007) Cancer statistics, 2007. CA Cancer J Clin 57:43–66

    Article  PubMed  Google Scholar 

  2. Kamiyoshihara M, Kawashima O, Ishikawa S et al (2001) Mediastinal lymph node evaluation by computed tomographic scan in lung cancer. J Cardiovasc Surg (Torino) 42:119–124

    CAS  Google Scholar 

  3. Rohren EM, Turkington TG, Coleman RE (2004) Clinical applications of PET in oncology. Radiology 231:305–332

    Article  PubMed  Google Scholar 

  4. Cerfolio RJ, Ojha B, Bryant AS et al (2004) The accuracy of integrated PET-CT compared with dedicated PET alone for the staging of patients with nonsmall cell lung cancer. Ann Thorac Surg 78:1017–1023

    Article  PubMed  Google Scholar 

  5. Lardinois D, Weder W, Hany TF et al (2003) Staging of non-small-cell lung cancer with integrated positron-emission tomography and computed tomography. N Engl J Med 348:2500–2507

    Article  PubMed  Google Scholar 

  6. Al-Sarraf N, Aziz R, Gately K et al (2008) Pattern and predictors of occult mediastinal lymph node involvement in non-small cell lung cancer patients with negative mediastinal uptake on positron emission tomography. Eur J Cardiothorac Surg 33:104–109

    Article  PubMed  Google Scholar 

  7. Birim O, Kappetein AP, Stijnen T et al (2005) Meta-analysis of positron emission tomographic and computed tomographic imaging in detecting mediastinal lymph node metastases in nonsmall cell lung cancer. Ann Thorac Surg 79:375–382

    Article  PubMed  Google Scholar 

  8. Toloza EM, Harpole L, McCrory DC (2003) Noninvasive staging of non-small cell lung cancer: a review of the current evidence. Chest 123(1 Suppl.):137S–146S

    Article  PubMed  Google Scholar 

  9. World Health Organization (2004) Histological typing of lung and pleural tumours, 4th edn. IARC Press, Lyon

    Google Scholar 

  10. Goldstraw P, Crowley J, Chansky K, International Association for the Study of Lung Cancer International Staging Committee, Participating Institutions et al (2007) The IASLC Lung Cancer Staging Project: Proposals for the revision of the TNM stage groupings in the forthcoming (seventh) edition of the TNM classification of malignant tumours. J Thorac Oncol 2:706–714

    Article  PubMed  Google Scholar 

  11. Matsumoto K, Kitamura K, Mizuta T et al (2006) Performance characteristics of a new 3-dimensional continuous-emission and spiral-transmission high-sensitivity and high-resolution PET camera evaluated with the NEMA NU 2-2001 standard. J Nucl Med 47:83–90

    PubMed  Google Scholar 

  12. Kitamura K, Ishikawa A, Mizuta T et al (2004) 3D continuous emission and spiral transmission scanning for high-throughput whole-body PET. In: Nuclear science symposium conference record 2004 IEEE, vol 5, pp 2801–2805

  13. NEMA (2001) Performance measurements of positron emission tomographs. NEMA Standards Publication NU 2-2001. NEMA, Rosslyn

  14. Fischer B, Lassen U, Mortensen J et al (2009) Preoperative staging of lung cancer with combined PET-CT. N Engl J Med 361:32–39

    Article  CAS  PubMed  Google Scholar 

  15. Okada M, Nakayama H, Okumura S et al (2011) Multicenter analysis of high-resolution computed tomography and positron emission tomography/computed tomography findings to choose therapeutic strategies for clinical IA lung adenocarcinoma. J Thorac Cardiovasc Surg 141:1384–1391

    Article  PubMed  Google Scholar 

  16. Hu M, Han A, Xing L et al (2011) Value of dual-time-point FDG PET/CT for mediastinal nodal staging in non-small-cell lung cancer patients with lung comorbidity. Clin Nucl Med 36:429–433

    Article  PubMed  Google Scholar 

  17. Iwano S, Ito S, Tsuchiya K et al (2013) What causes false-negative PET findings for solid-type lung cancer? Lung Cancer 79:132–136

    Article  PubMed  Google Scholar 

  18. Nabi HA, Zubeldia JM (2002) Clinical applications of F18-FDG in oncology. J Nucl Med Technol 30:3–9

    PubMed  Google Scholar 

  19. Park HK, Jeon K, Koh WJ et al (2010) Occult nodal metastasis in patients with non-small cell lung cancer at clinical stage IA by PET/CT. Respirology 15:1179–1184

    Article  PubMed  Google Scholar 

  20. Veeramachaneni NK, Battafarano RJ, Meyers BF et al (2008) Risk factors for occult nodal metastasis in clinical T1N0 lung cancer: a negative impact on survival. Eur J Cardiothorac Surg 33:466–469

    Article  PubMed  Google Scholar 

  21. Wang J, Welch K, Wang L et al (2012) Negative predictive value of positron emission tomography and computed tomography for stage T1–2N0 non-small-cell lung cancer: a meta-analysis. Clin Lung Cancer 13:81–89

    Article  PubMed  Google Scholar 

  22. Gómez-Caro A, Garcia S, Reguart N et al (2010) Incidence of occult mediastinal node involvement in cN0non-small cell lung cancer patients after negative uptake of positron emission tomography/computed tomography scan. Eur J Cardiothorac Surg 37:1168–1174

    Article  PubMed  Google Scholar 

  23. Casiraghi M, Travaini LL, Maisonneuve P et al (2011) Lymph node involvement in T1 non-small cell lung cancer: could glucose uptake and maximal diameter be predictive criteria? Eur J Cardiothorac Surg 39:e38–e43

    Article  PubMed  Google Scholar 

  24. Li X, Zhang H, Xing L et al (2012) Mediastinal lymph nodes staging by 18F-FDG PET/CT for early stage non-small cell lung cancer: a multicenter study. Radiother Oncol 102:246–250

    Article  PubMed  Google Scholar 

  25. Shields TW (2009) Pathology of carcinoma of the lung. In: Shields TW, LoCicero J, Reed CE, Feins RH (eds) General thoracic surgery, vol II, 7th edn. Lippincott Williams & Wilkins, New York, pp 1311–1340

    Google Scholar 

  26. Asamura H, Nakayama H, Kondo H et al (1996) Lymph node involvement, recurrence, and prognosis in resected small, peripheral, non-small cell lung carcinomas. Are these carcinomas candidates for video-assisted lobectomy? J Thorac Cardiovasc Surg 111:1125–1134

    Article  CAS  PubMed  Google Scholar 

  27. Bryant AS, Cerfolio RJ, Klemm KM et al (2006) Maximum standard uptake value of mediastinal lymph nodes on integrated FDG-PET-CT predicts pathology in patients with non-small cell lung cancer. Ann Thorac Surg 82:413–422 discussion 422–423

    Google Scholar 

  28. Nambu A, Kato S, Sato Y et al (2009) Relationship between maximum standardized uptake value (SUVmax) of lung cancer and lymph node metastasis on FDG-PET. Ann Nucl Med 23:269–275

    Article  CAS  PubMed  Google Scholar 

  29. Kanzaki R, Higashiyama M, Fujiwara A et al (2011) Occult mediastinal lymph node metastasis in NSCLC patients diagnosed as clinical N0-1 by preoperative integrated FDG-PET/CT and CT: Risk factors, pattern, and histopathological study. Lung Cancer 71:333–337

    Article  PubMed  Google Scholar 

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Acknowledgments

The author thanks Mr. Tomoyuki Kanno, Yuai Clinic, for data acquisition.

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Correspondence to Kaoru Kaseda.

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Kaseda, K., Asakura, K., Kazama, A. et al. Risk Factors for Predicting Occult Lymph Node Metastasis in Patients with Clinical Stage I Non-small Cell Lung Cancer Staged by Integrated Fluorodeoxyglucose Positron Emission Tomography/Computed Tomography. World J Surg 40, 2976–2983 (2016). https://doi.org/10.1007/s00268-016-3652-5

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