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Carcinoembryonic antigen, tissue polypeptide antigen and neuron-specific enolase pleural levels used to classify small-cell and non-small-cell lung cancer patients by discriminant analysis

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  • Clinical Oncology
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Abstract

The classification of lung cancer into smallcell lung cancer (SCLC) and non-small-cell lung cancer (NSCLC) is essential for disease prognosis and treatment. For this purpose, we have tried to optimize the use of three tumour markers determined on pleural effusions, to differentiate SCLC from NSCLC by means of a canonic variable, generated by discriminant analysis, including subjects with histologically proven lung cancer. Discriminant analysis was performed by using carcinoembryonic antigen, neuron-specific enolase and tissue polypeptide antigen pleural levels, determined in 65 consecutive and unselected patients, histologically classified as 49 NSCLC and 16 SCLC. To validate the formula generated, a control group of 37 lung cancer patients (10 SCLC and 27 NSCLC), enrolled subsequently, was employed. Applying the discriminant analysis to SCLC and NSCLC patients a good classification was obtained (92% rate of correct classification). The aforementioned formula, applied to the validation group, showed a 92% rate of correct classification. This method, which is rapid, inexpensive and routinely applicable to malignant pleural effusions, may be reliably used to classify lung cancer patients.

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Abbreviations

SCLC :

small-cell lung cancer

NSCLC :

non-small-cell lung cancer

CEA :

carcinoembryonic antigen

NSE :

neuron-specific enolase

TPA :

tissue polypeptide antigen

CV :

canonic variable

References

  • Ameglio F, Abbolito MR, Giannarelli D, Citarda F, Grassi A, Gandolfo GM, Casale V (1991) Detection of Helicobacter pylori carries by discriminant analysis of urea and pH levels in gastric juices. J Clin Pathol 44:697–698

    Google Scholar 

  • Ameglio F, Giannarelli D, Cordiali-Fei P, Pietravalle M, Alemanno L, Paone G, Amicosante M, Saltini C, Bisetti A (1994) Use of discriminant analysis to assess disease activity in pulmonary tuberculosis with a panel of specific and non-specific serum markers. Am J Clin Pathol 101:719–725

    Google Scholar 

  • Cauberghs M, Clement J, Van de Voestijne KP (1993) Functional alterations accompanying a rapid decline in ventilatory function. Am Rev Respir Dis 147:179–184

    Google Scholar 

  • Cooper E H. (1994) Neuron specific enolase. Int J Biol Markers 4:205–210

    Google Scholar 

  • Drent M, Mulder PGH, Wagenaar Sj Sc, Hoogsteden HC, Velzen-Blad H van, Bosch JMM van den (1993) Differences in BAL fluid variables in interstitial lung diseases evaluated by discriminant analysis. Eur Respir J 6:803–810

    Google Scholar 

  • Ihde DC, Minna JD (1991) Non-small cell lung cancer part I: biology, diagnosis and staging. Curr Probl Cancer 15:61–104

    Google Scholar 

  • Johnson BE (1993) Management of small-cell lung cancer. Clin Chest Med 14:173–187

    Google Scholar 

  • Karsell PR, McDougall JC (1993) Diagnostic tests for lung cancer. Mayo Clin Proc 68:288–296

    Google Scholar 

  • Klockars M, Lindgren J, Pettersson T, Hellstrom M, Norhagen A (1980) Carcinoembryonic antigen in pleural effusions: a diagnostic and prognostic indicator. Eur J Cancer 16:1149–1152

    Google Scholar 

  • Lachenbruch PA (1977) Some misuses of discriminant analysis. Methods Inf Med 16:255–258

    Google Scholar 

  • Lachenbruch PA (1980) Application of discriminant analysis in epidemiology. Methods Inf Med 19:220–226

    Google Scholar 

  • Matthay RA, Coppage L, Coralie S, Filderman AE (1990) State of the art in medicine. Malignancies metastatic to the pleura. Invest Radiol 25:601–619

    Google Scholar 

  • McKenna JM, Chandrasekhar AJ, Henkin RE (1980) Diagnostic value of carcinoembryonic antigen in exudative pleural effusions. Chest 78:587–590

    Google Scholar 

  • McSharry C, Anderson K, Speekenbrink A, Lewis C, Boyd G (1993) Discriminant analysis of symptom pattern and serum antibody titres in humidifier related disease. Thorax 48:496–500

    Google Scholar 

  • Menard O, Dousset B, Jacob C, Martinet Y (1993) Improvement of the diagnosis of the cause of pleural effusion in patients with lung cancer by simultaneous quantification of carcinoembryonic antigen (CEA) and neuron-specific enolase (NSE) pleural levels. Eur J Cancer 29A:1806–1809

    Google Scholar 

  • Niwa Y, Kishimoto H, Shimokata K (1985) Carcinomatous and tuberculous pleural effusions. Comparison of tumour markers. Chest 87:351–355

    Google Scholar 

  • Overall JE, Kleitt JC (1978) Applied multivariate analysis. Chapter 14. Use of canonical variate for classification. McGraw Hill, New York

    Google Scholar 

  • Petterson T, Klockars M, Froseth B (1988) Neuron-specific enolase in the diagnosis of small cell lung cancer with pleural effusion: a negative report. Eur Respir J 1:698–700

    Google Scholar 

  • Pierucci G, Lucivero G, Amoroso C, Bonomo L (1984) Diagnostic value of carcinoembryonic (CEA) assay in pleural effusion. Tumori 70:16–18

    Google Scholar 

  • Sahn SA (1993) Pleural effusion in lung cancer. Clin Chest Med 14:189–200

    Google Scholar 

  • Sahn SA (1988a) State of art. The pleura. Am Rev Respir Dis 138:184–234

    Google Scholar 

  • Sahn SA (1988b) Malignant pleural effusion. In: Fishman AP (ed) Pulmonary diseases and disorders, 2nd edn. McGraw-Hill, New York, pp 2159–2169

    Google Scholar 

  • Sandler AB, Buzaid AC (1992) Lung cancer: a review of current therapeutic modalities. Lung 170:249–265

    Google Scholar 

  • Shimokata K, Niwa Y, Yamamoto M, Sasou H, Morishita M (1989) Pleural fluid neuron-specific enolase. A useful diagnostic marker for small cell lung cancer pleurisy. Chest 95:602–603

    Google Scholar 

  • Shinozaki T, Chigira M, Kato K (1992) Multivariate analysis of serum tumor markers for diagnosis of skeletal metastases. Cancer 69:108–112

    Google Scholar 

  • Tamura S, Nishigaki T, Moriwaki Y, Fujioka H, Nakano T, Fujii J, Yamamoto T, Nabeshima K, Hada T, Higashino K (1988) Tumor markers in pleural effuision diagnosis. Cancer 61:298–302

    Google Scholar 

  • Thompson EM, Proce AB, Altman DG, Sowter C, Slavin G (1985) Quantification in inflammatory bowel disease using computerised interactive image analysis. J Clin Pathol 38:631–638

    Google Scholar 

  • Vladutiu AO, Wells Brason F, Adler RH (1981) Differential diagnosis of pleural effusions. Clinical usefulness of cell marker quantitation. Chest 79:297–301

    Google Scholar 

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Paone, G., De Angelis, G., Greco, S. et al. Carcinoembryonic antigen, tissue polypeptide antigen and neuron-specific enolase pleural levels used to classify small-cell and non-small-cell lung cancer patients by discriminant analysis. J Cancer Res Clin Oncol 122, 499–503 (1996). https://doi.org/10.1007/BF01187163

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  • DOI: https://doi.org/10.1007/BF01187163

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