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Usefulness of the neutrophil-to-lymphocyte ratio in predicting lymph node metastasis in patients with non-small cell lung cancer

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Tumor Biology

Abstract

Preoperative neutrophil-to-lymphocyte ratio (NLR) is a new hotspot for its prognostic significance in many types of cancers. In this study, a novel diagnosing model—the combination of enhanced contrast computed tomography (ECCT) and NLR (COCT-NLR) was constructed to detect the lymph nodal involvement in patients with non-small cell lung cancer (NSCLC). The clinicopathological parameters and thoracic ECCT images of 353 NSCLC patients were retrospectively reviewed. The COCT-NLR model was constructed and evaluated in detecting regional lymph nodal metastasis in patients with NSCLC. Univariate and multivariate analyses of clinicopathological parameters revealed that NLR value was independently associated with regional nodal involvement rate in patients with NSCLC (odds ratio (OR) = 4.770; 95 % confidence interval (CI), 2.487–9.146; P < 0.001). Compared with ECCT and NLR, the COCT-NLR model showed the highest efficacy in predicting nodal involvement. The sensitivity and specificity of COCT-NLR were 70.59 and 74.89 %, respectively. The COCT-NLR model is a valuable tool in detecting regional lymph node metastasis in patients with NSCLC.

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References

  1. Ferlay J, Autier P, Boniol M, Heanue M, Colombet M, Boyle P. Estimates of the cancer incidence and mortality in Europe in 2006. Ann Oncol. 2007;18(3):581–92.

    Article  CAS  PubMed  Google Scholar 

  2. Fossella F, Pereira JR, von Pawel J, Pluzanska A, Gorbounova V, Kaukel E, et al. Randomized, multinational, phase III study of docetaxel plus platinum combinations versus vinorelbine plus cisplatin for advanced non-small-cell lung cancer: the TAX 326 study group. J Clin Oncol. 2003;21(16):3016–24.

    Article  CAS  PubMed  Google Scholar 

  3. Herth FJ, Ernst A, Eberhardt R, Vilmann P, Dienemann H, Krasnik M. Endobronchial ultrasound-guided transbronchial needle aspiration of lymph nodes in the radiologically normal mediastinum. Eur Respir J. 2006;28(5):910–4.

    Article  CAS  PubMed  Google Scholar 

  4. Yang W, Fu Z, Yu J, Yuan S, Zhang B, Li D, et al. Value of PET/CT versus enhanced CT for locoregional lymph nodes in non-small cell lung cancer. Lung Cancer. 2008;61(1):35–43.

    Article  PubMed  Google Scholar 

  5. Birim Ö, Kappetein AP, Stijnen T, Bogers AJ. Meta-analysis of positron emission tomographic and computed tomographic imaging in detecting mediastinal lymph node metastases in nonsmall cell lung cancer. Ann Thorac Surg. 2005;79(1):375–82.

    Article  PubMed  Google Scholar 

  6. Takamochi K, Yoshida J, Murakami K, Niho S, Ishii G, Nishimura M, et al. Pitfalls in lymph node staging with positron emission tomography in non-small cell lung cancer patients. Lung Cancer. 2005;47(2):235–42.

    Article  PubMed  Google Scholar 

  7. Arita T, Matsumoto T, Kuramitsu T, Kawamura M, Matsunaga N, Sugi K, et al. Is it possible to differentiate malignant mediastinal nodes from benign nodes by size? Reevaluation by CT, transesophageal echocardiography, and nodal specimen. Chest J. 1996;110(4):1004–8.

    Article  CAS  Google Scholar 

  8. Yasufuku K, Nakajima T, Motoori K, Sekine Y, Shibuya K, Hiroshima K, et al. Comparison of endobronchial ultrasound, positron emission tomography, and CT for lymph node staging of lung cancer. Chest J. 2006;130(3):710–8.

    Article  Google Scholar 

  9. Allavena P, Sica A, Solinas G, Porta C, Mantovani A. The inflammatory micro-environment in tumor progression: the role of tumor-associated macrophages. Crit Rev Oncol Hematol. 2008;66(1):1–9.

    Article  PubMed  Google Scholar 

  10. Unal D, Eroglu C, Kurtul N, Oguz A, Tasdemir A. Are neutrophil/lymphocyte and platelet/lymphocyte rates in patients with non-small cell lung cancer associated with treatment response and prognosis? Asian Pac J Cancer Prev. 2013;14(9):5237–42.

    Article  PubMed  Google Scholar 

  11. Glazer G, Gross B, Aisen A, Quint L, Francis I, Orringer M. Imaging of the pulmonary hilum: a prospective comparative study in patients with lung cancer. Am J Roentgenol. 1985;145(2):245–8.

    Article  CAS  Google Scholar 

  12. Shim SS, Lee KS, Kim B-T, Chung MJ, Lee EJ, Han J, et al. Non-small cell lung cancer: prospective comparison of integrated FDG PET/CT and CT alone for preoperative Staging1. Radiology. 2005;236(3):1011–9.

    Article  PubMed  Google Scholar 

  13. Fluss R, Faraggi D, Reiser B. Estimation of the Youden Index and its associated cutoff point. Biom J. 2005;47(4):458–72.

    Article  PubMed  Google Scholar 

  14. Coussens LM, Werb Z. Inflammation and cancer. Nature. 2002;420(6917):860–7.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  15. Kakinuma T, Hwang ST. Chemokines, chemokine receptors, and cancer metastasis. J Leukoc Biol. 2006;79(4):639–51.

    Article  CAS  PubMed  Google Scholar 

  16. Souto JC, Vila L, Bru A. Polymorphonuclear neutrophils and cancer: intense and sustained neutrophilia as a treatment against solid tumors. Med Res Rev. 2011;31(3):311–63.

    Article  CAS  PubMed  Google Scholar 

  17. McColl S, Paquin R, Menard C, Beaulieu A. Human neutrophils produce high levels of the interleukin 1 receptor antagonist in response to granulocyte/macrophage colony-stimulating factor and tumor necrosis factor alpha. J Exp Med. 1992;176(2):593–8.

    Article  CAS  PubMed  Google Scholar 

  18. Donskov F. Immunomonitoring and prognostic relevance of neutrophils in clinical trials. In: Seminars in cancer biology: 2013: Elsevier; 2013: 200–207.

  19. Teramukai S, Kitano T, Kishida Y, Kawahara M, Kubota K, Komuta K, et al. Pretreatment neutrophil count as an independent prognostic factor in advanced non-small-cell lung cancer: an analysis of Japan Multinational Trial Organisation LC00-03. Eur J Cancer. 2009;45(11):1950–8.

    Article  PubMed  Google Scholar 

  20. Kobayashi N, Usui S, Kikuchi S, Goto Y, Sakai M, Onizuka M, et al. Preoperative lymphocyte count is an independent prognostic factor in node-negative non-small cell lung cancer. Lung Cancer. 2012;75(2):223–7.

    Article  PubMed  Google Scholar 

  21. Nurden AT. Platelets, inflammation and tissue regeneration. Thromb Haemost. 2011;105(1):S13.

    Article  CAS  PubMed  Google Scholar 

  22. Goubran HA, Burnouf T, Radosevic M, El-Ekiaby M. The platelet–cancer loop. Eur J Intern Med. 2013;24(5):393–400.

    Article  CAS  PubMed  Google Scholar 

  23. Walsh S, Cook E, Goulder F, Justin T, Keeling N. Neutrophil‐lymphocyte ratio as a prognostic factor in colorectal cancer. J Surg Oncol. 2005;91(3):181–4.

    Article  CAS  PubMed  Google Scholar 

  24. Sharaiha RZ, Halazun KJ, Mirza F, Port JL, Lee PC, Neugut AI, et al. Elevated preoperative neutrophil: lymphocyte ratio as a predictor of postoperative disease recurrence in esophageal cancer. Ann Surg Oncol. 2011;18(12):3362–9.

    Article  PubMed  PubMed Central  Google Scholar 

  25. Noh H, Eomm M, Han A. Usefulness of pretreatment neutrophil to lymphocyte ratio in predicting disease-specific survival in breast cancer patients. J Breast Cancer. 2013;16(1):55–9.

    Article  PubMed  PubMed Central  Google Scholar 

  26. Sarraf KM, Belcher E, Raevsky E, Nicholson AG, Goldstraw P, Lim E. Neutrophil/lymphocyte ratio and its association with survival after complete resection in non-small cell lung cancer. J Thorac Cardiovasc Surg. 2009;137(2):425–8.

    Article  PubMed  Google Scholar 

  27. Suh DH, Kim HS, Chung HH, Kim JW, Park NH, Song YS, et al. Pre-operative systemic inflammatory response markers in predicting lymph node metastasis in endometrioid endometrial adenocarcinoma. Eur J Obstet Gynecol Reprod Biol. 2012;162(2):206–10.

    Article  CAS  PubMed  Google Scholar 

  28. Ertas IE, Gungorduk K, Akman L, Ozdemir A, Terek MC, Ozsaran A, et al. Can preoperative neutrophil: lymphocyte and platelet: lymphocyte ratios be used as predictive markers for lymph node metastasis in squamous cell carcinoma of the vulva? Eur J Obstet Gynecol Reprod Biol. 2013;171(1):138–42.

    Article  PubMed  Google Scholar 

  29. Barcelo B, Pons J, Ferrer J, Sauleda J, Fuster A, Agusti A. Phenotypic characterisation of T-lymphocytes in COPD: abnormal CD4+ CD25+ regulatory T-lymphocyte response to tobacco smoking. Eur Respir J. 2008;31(3):555–62.

    Article  CAS  PubMed  Google Scholar 

  30. Núñez J, Núñez E, Bodí V, Sanchis J, Miñana G, Mainar L, et al. Usefulness of the neutrophil to lymphocyte ratio in predicting long-term mortality in ST segment elevation myocardial infarction. Am J Cardiol. 2008;101(6):747–52.

    Article  PubMed  Google Scholar 

  31. Fischer B, Lassen U, Mortensen J, Larsen S, Loft A, Bertelsen A, et al. Preoperative staging of lung cancer with combined PET-CT. N Engl J Med. 2009;361(1):32–9.

    Article  CAS  PubMed  Google Scholar 

  32. Vilmann P, Krasnik M, Larsen S, Jacobsen G, Clementsen P. Transesophageal endoscopic ultrasound-guided fine-needle aspiration (EUS-FNA) and endobronchial ultrasound-guided transbronchial needle aspiration (EBUS-TBNA) biopsy: a combined approach in the evaluation of mediastinal lesions. Endoscopy. 2005;37(09):833–9.

    Article  CAS  PubMed  Google Scholar 

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Conflicts of interest

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Funding

This study received funding from the Science Foundation of Tian** Health Bureau (2011KZ79), Wu Jie** Clinical Medical Foundation (320.6750.13129), and National Natural Science Foundation of China (81302487)

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Correspondence to Daliang Qi.

Additional information

Chongbiao Huang and Jie Yue contributed equally to this work.

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Huang, C., Yue, J., Li, Z. et al. Usefulness of the neutrophil-to-lymphocyte ratio in predicting lymph node metastasis in patients with non-small cell lung cancer. Tumor Biol. 36, 7581–7589 (2015). https://doi.org/10.1007/s13277-015-3462-7

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  • DOI: https://doi.org/10.1007/s13277-015-3462-7

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