Methods: A total of 207 patients with non-small cell lung cancer who were performed positron emission tomography-computed tomography between November 2006 and February 2010 were prospectively analyzed. Of these patients, 143 patients (125 males, 18 females; mean age 62.1 years; range 39 to 85 years) whose invasive staging was performed after positron emission tomography were included in the study. Sensitivity, specificity, positive predictive value, negative predictive value, and accuracy rates of positron emission tomography were calculated and compared using a maximum standardized uptake value cut-off value of ≥2.5 and the newly determined maximum standardized uptake value cut-off value.
Results: The sensitivity, specificity, positive predictive value, negative predictive value, and accuracy rates were 45.3%, 78.9%, 55.8%, 71%, and 66.4%, respectively, when the maximum standardized uptake value cut-off value was considered 2.5 in mediastinal lymph nodes. The new maximum standardized uptake value cut-off value was determined to be 4.8 in metastatic lymph nodes. These values were 39.6%, 91.1%, 72.4%, 71.9% and 72%, respectively, according to the new maximum standardized uptake value cut-off value of 4.8. There was a significant difference only between specificity rates when the two different maximum standardized uptake value cut-off values were used (p=0.022).
Conclusion: In this study, the sensitivity of positron emission tomography in the evaluation of mediastinal lymph nodes was lower than those reported in the literature. This situation may be associated with the frequently observed granulomatous infections such as tuberculosis in our country. Results of positron emission tomography should be evaluated according to countries and a new maximum standardized uptake value cut-off value should be calculated particularly for mediastinal lymph node metastasis in multicenter studies in our country.
Studies performed for non-small cell lung cancer (NSCLC), the most frequent cause of death due to malignancy, have revealed that mediastinal lymph node (MLN) metastasis is the most important prognostic factor while also the most important factor in defining the treatment for patients without distant metastasis.[3] Detection of MLN on thorax computed tomography (CT) provides anatomical information; however, thorax CT has limited sensitivity and specificity to detect the presence or absence of metastasis.[4] Computed tomography has a sensitivity of 57% and a specificity of approximately 82% in mediastinal staging. On the other hand, PET has higher accuracy, having sensitivity of 74.9% to 91%, specificity of 80% to 95%, negative predictive value (NPV) of 84% to 100%, and positive predictive value (PPV) of 60% to 93% in the assessment of MLN metastasis.[5]
In this study, we aimed to determine a new cutoff value for maximum standardized uptake value (SUVmax) in PET-CT evaluation of MLN in NSCLC in Turkey.
All tests and invasive interventions were performed according to the 1997 tumor node metastasis (TNM) staging. Age, sex, fasting blood glucose level, and histories of diabetes mellitus, tuberculosis, chemotherapy and/or radiotherapy were evaluated. In addition, location of the mass, SUVmax of the mass and MLN, dimensions of MLN, cell type, and pathology results of the lymph node sampling were also analyzed.
Before PET-CT scan, patients were asked to fast for eight hours; thus, the blood glucose level of each patient was below 150 mg/dL (78-148 mg/dL) before the procedure. In each patient, images were obtained from the skull base to the upper thigh. After the measurements of the blood glucose level and blood pressure, 18F-FDG dose, which was calculated according to the body weight of the patients (0.15 mCi/kg), was administered intravenously for PET-CT scan. Following the injection, which was performed in the half-roll position in armchairs located in the waiting room, the images of the patients, who took a rest at an appropriate room temperature, were obtained after bladder emptying. For the thorax images, a PET-CT device (Discovery-STE 8, General Electric Medical System, Waukesha, WI, USA) that is a combination of a tomography unit with helical octagonal slice and a PET unit including bismuth germanate block detector was used.
Statistical analysis
Data were analyzed using the SPSS for Windows
version 15.0 software (SPSS, Inc., Chicago, IL,
USA). Categorical variables were expressed as
number and percentages, whereas numerical variables
were expressed as mean ± standard deviation. The
differences between the groups were evaluated using
the chi-square test, t test or one-way analysis of
variance according to the types of the variables.
Receiver operating characteristics (ROC) analysis was
used to determine the most appropriate cut-off value
for SUVmax level. In the comparison of diagnostic
methods, the sensitivity, specificity, PPV, NPV, and
accuracy measures were used. A p value of <0.05 was
considered statistically significant.
Table 1: General characteristics of patients (n=143)
Lymph node metastasis was found in eight of the 14 patients with SUVmax o f > 2.5 and in 29 of the 92 patients with SUVmax of <2.5. Fifty patients (35%) had centrally located tumor and N1 was determined in 21 (42%) of these. In 21 (42%) of the centrally located tumors, no involvement was determined in PET-CT; however, pathological examination revealed metastasis in 17 (40.5%). Non-central tumor was present in 93 patients (65%); while no involvement was determined in PET-CT in 12 (15.4%), metastasis was determined in hilar lymph node in pathological examination. The accuracy rate in determining hilar lymph node metastasis in PET-CT in centrally located tumors was significantly lower than in non-central tumors (p=0.005).
In the present study; sensitivity, specificity, PPV, NPV and accuracy of PET-CT were evaluated with SUVmax of 2.5 as the cut-off in N1 and N2 and a new SUVmax cut-off value was calculated by ROC analysis (Figure 1). In this analysis, the dependent variable with the SUVmax in the metastasis of lymph nodes and independent variable with the SUVmax in all lymph glands were used and the new cut-off value was calculated. The new SUVmax cut-off value was determined to be 5.7 for N1 lymph nodes and 4.08 for N2 lymph nodes. When N2 and N1 lymph nodes were evaluated together, the new SUVmax cut-off value was determined to be 4.8. The sensitivity, specificity, PPV, NPV, and accuracy of PET-CT in determining lymph node metastasis with SUVmax o f 5 .7, 4 .08, and 4.8, as well as comparison of these values with those calculated for SUVmax of 2.5 are presented in Tables 2 and 3.
The MLN metastasis rates in adenocarcinoma and squamous cell carcinoma were 41.7% and 36.4%, respectively. In the present study, cell type had no significant effect on MLN metastasis (p=0.686). Evaluation of the mass in terms of SUVmax and the possibility of lymph node metastasis revealed that the mean SUVmax of the mass with lymph node metastasis was 14.3±9.0, whereas the mean SUVmax of the mass without lymph node metastasis was 12.0±6.4, and the difference was not significant (p=0.08). Statistical evaluation of the SUVmax of the lymph node and the SUVmax of the primary mass in terms of risk for lymph node metastasis revealed that if the ratio of MLN SUVmax to the primary tumor SUVmax (lymph node SUVmax/primary mass SUVmax) was >0.29, the rate of metastatic possibility was determined to be high, and the sensitivity, specificity, PPV, NPV, and accuracy in this level were calculated to be 91%, 45%, 64.5%, 81.8%, and 69%, respectively.
Studies on NSCLC, the most frequent cause of death due to malignancy, have demonstrated that MLN metastasis is the most important prognostic factor and also the most important factor in defining the treatment for patients without distant metastasis.[6] Tumor localization within the thorax, tumor size, tumor respectability, and its relationship with the surrounding anatomic structures can be determined using thorax CT. Presence of MLN can also be shown anatomically by thorax CT; however, it has limited sensitivity and specificity to show the presence or absence of metastasis. In MLN staging, the sensitivity and specificity of CT are approximately 57% and 82%, respectively.[4] Positron emission tomography-CT has become a very important imaging tool in planning the diagnosis, as well as in staging and monitoring of cancer patients. In the evaluation of MLN metastasis, the accuracy of PET-CT is higher than CT, with sensitivity of 74.9% to 91%, specificity of 80% to 95%, NPV of 84% to 100%, and PPV of 60% to 93%.[5]
Evaluation of NSCLC through non-invasive tests has demonstrated that the lymph nodes having the possibility to become metastatic should be verified by cytopathology. Transbronchial needle aspiration, endobronchial ultrasound-fine needle aspiration, endoscopic ultrasound, and transthoracic needle aspiration are newly developed minimally invasive techniques providing cytopathological diagnosis. While the specificity of these techniques is high, their NPV is low. These can be defined by minimal invasive surgical techniques (Table 4).[6] Mediastinoscopy is still the gold standard in the assessment of MLN.[7]
Table 4: Accuracy rate of different techniques in staging of mediastinal lymph nodes
In previous studies, while the specificity of PET-CT has been reported to be high in detecting metastatic lymph nodes, its sensitivity has been reported to be low.[6] In our study, when the mediastinal and hilar lymph nodes were evaluated together with SUVmax cut-off value as 2.5, the sensitivity and PPV were found to be lower as compared to those reported in other studies. In the study by Shin et al.[8] performed on 184 cases, the sensitivity and specificity of PETCT was reported to be 43% and 95%, respectively, for detecting N2 disease in stage T1 NSCLC. In the meta-analysis by Gould et al.[9] including 28 studies, the sensitivity was 61% and the specificity was 79%. In their study, Taşçı et al.[10] reported sensitivity, specificity, NPV, PPV, and accuracy of PET-CT in detecting N2 disease to be 72%, 94.4%, 97.7%, 49.2%, and 92.7%, respectively. In our study, the sensitivity and PPV were determined to be low. In the study by Liu et al.,[11] the sensitivity and PPV were determined as 65% and 78.5%, respectively. Furthermore, in their study, Andrea et al.[12] investigated the accuracy rate of PET-CT in intrathoracic lymph node staging and determined the sensitivity, specificity, PPV, NPV and accuracy as 54.2%, 91.9%, 82.3%, 74.3%, and 80.5%, respectively. In the present study, the sensitivity was lower than and the specificity was similar to those reported in previous studies. Presence of inflammatory diseases is known to be the reason leading to false positive results on PET-CT and FDG uptake may be observed in the regions where active inflammation is present. It was considered that mediastinal involvement might be observed on PET-CT due to the presence of lower involvement, benign infections (tuberculosis, histoplasmosis) and inflammatory diseases. In the assessment of MLN by PET-CT, the cell diagnosis is required to prove the metastasis due to the lack of PPV. Before deciding on surgery, invasive/minimally invasive staging should be performed. However, since NPV was determined to be high, the treatment may be planned before staging if no involvement was determined in the MLN on PET-CT.
In the present study population, the SUVmax cut-off value was determined to be 4.8. With the use of this cut-off value, the sensitivity and PPV were determined to be low at a rate of 39.6% and 72.4%, respectively, which can lead to false negative results in the assessment of lymph nodes; i.e. metastasis. In their study, Lee et al.[13] determined a new cut-off value and suggested that despite its importance and efficacy in non-invasive staging, the efficacy of PET-CT was low due to the false-positive (infection, inflammatory diseases) and false negative (micrometastasis) results.
In regions where prevalence of granulomatous diseases is high, high FDG uptake may be monitored in benign lesions. In a study by Kwan et al.[14] conducted on healthy subjects in Taiwan, FDG uptake was monitored in the mediastina of 28% of the subjects. In their study, Kang et al.[15] determined a significant difference between the SUVmax of benign and malignant lesions.
In the present study, it was found that if the ratio of SUVmax of the MLN to the SUVmax of the primary tumor was >0.29, the rate of metastatic possibility was high at a rate of 91%; it was also detected that the lymph node could be malignant. In their study, Cerfolio et al.[16] i nvestigated t he p ossibility o f m etastasis according to the ratio of the SUVmax of the lymph node to that of the MLN on PET-CT, and determined in the pathologically proven cases that if the ratio of SUVmax of the primary tumor to that of MLN was >0.56, the lymph node could be malignant at a rate of 94%.
The SUVmax values were found to be significantly higher in the squamous cell carcinoma than in adenocarcinoma (p=0.02). Kim et al.[17] determined the SUVmax to be 10.8±4.4 for squamous cell carcinoma, and 8.8±3.2 for adenocarcinoma. The accuracy rate in determining hilar lymph node metastasis in PET-CT in centrally located tumors was significantly lower than in non-central tumors (p=0.005). It is difficult to detect the metastasis in lymph node that is adjacent to the primary tumor in PET-CT. N1 lymph nodes are very close to primary tumors; thus, it may be overlooked because of FDG uptake of primary tumor. In the study by Al-Sarraf et al.,[18] the distinction of lymph node invasion was determined to be challenging in the tumors located in the hilum.
In their study, Lee et al.[19] investigated risk factors for occult mediastinal metastasis in NSCLC and showed that central location, larger tumor size, high SUVmax of PET-CT, and adenocarcinoma cell type were the risk factors. In the present study, in terms of lymph node metastasis, the N1 risk was higher only in the centrally located tumors (p=0.005).
When the results of the present study were compared with those conducted in other developing countries, the accuracy rates were found to be lower. This might be due to the frequency of tuberculosis, fungal and other infections in Turkey. Positron emission tomography-CT results should be evaluated separately for each country and new SUVmax cut-off value should be determined considering our country’s realities in future multi-center studies for MLN, in particular.
Positron emission tomography-CT, a noninvasive staging method, has higher accuracy than other methods in the mediastinal lymph node staging; however, sufficient results have not been achieved. Although PET-CT is an appropriate technique, it is not as reliable as biopsy as the final diagnosis may be established by pathologic examination in the staging of mediastinal lymph node in lung cancer.
In conclusion, distinguishing patients suitable or unsuitable for surgical resection but who might benefit from chemotherapy and/or radiotherapy is important in non-small cell lung cancer. Recently, positron emission tomography-computed tomography is frequently used in lung cancer staging. However, decisions should be based on not only positron emission tomography-computed tomography findings but also on tumor location, cell type, and computed tomography findings interpreted by an experienced radiologist. As the rate of hilar lymph node metastasis is high particularly in the centrally located tumors, these tumors should be evaluated in detail.
Declaration of conflicting interests
The authors declared no conflicts of interest with respect to
the authorship and/or publication of this article.
Funding
The authors received no financial support for the research
and/or authorship of this article.
1) Alberg AJ, Ford JG, Samet JM. Epidemiology of lung
cancer: ACCP evidence-based clinical practice guidelines
(2nd edition). Chest 2007;132:29-55.
2) Scott WJ, Gobar LS, Terry JD, Dewan NA, Sunderland
JJ. Mediastinal lymph node staging of non-small-cell lung
cancer: a prospective comparison of computed tomography
and positron emission tomography. J Thorac Cardiovasc Surg
1996;111:642-8.
3) Silvestri GA, Tanoue LT, Margolis ML, Barker J, Detterbeck
F. The noninvasive staging of non-small cell lung cancer: the
guidelines. Chest 2003;123:147-56.
4) Özgüven MA, Öztürk E. Genel prensipler ve uygulama
alanları. Akciğer Kanseri PET El Kitabı; 2008. s. 1-77.
5) Reed CE, Harpole DH, Posther KE, Woolson SL, Downey
RJ, Meyers BF, et al. Results of the American College
of Surgeons Oncology Group Z0050 trial: the utility of
positron emission tomography in staging potentially operable
non-small cell lung cancer. J Thorac Cardiovasc Surg
2003;126:1943-51.
6) De Leyn P, Lardinois D, Van Schil PE, Rami-Porta R, Passlick
B, Zielinski M, et al. ESTS guidelines for preoperative
lymph node staging for non-small cell lung cancer. Eur J
Cardiothorac Surg 2007;32:1-8.
7) Freixinet Gilart J, García PG, de Castro FR, Suárez
PR, Rodríguez NS, de Ugarte AV. Extended cervical
mediastinoscopy in the staging of bronchogenic carcinoma.
Ann Thorac Surg 2000;70:1641-3.
8) Shin KM, Lee KS, Shim YM, Kim J, Kim BT, Kwon
OJ, et al. FDG PET/CT and mediastinal nodal metastasis
detection in stage T1 non-small cell lung cancer: prognostic
implications. Korean J Radiol 2008;9:481-9.
9) Gould MK, Kuschner WG, Rydzak CE, Maclean CC,
Demas AN, Shigemitsu H, et al. Test performance of
positron emission tomography and computed tomography
for mediastinal staging in patients with non-small-cell lung
cancer: a meta-analysis. Ann Intern Med 2003;139:879-92.
10) Tasci E, Tezel C, Orki A, Akin O, Falay O, Kutlu CA.
The role of integrated positron emission tomography and
computed tomography in the assessment of nodal spread in
cases with non-small cell lung cancer. Interact Cardiovasc
Thorac Surg 2010;10:200-3.
11) Liu BJ, Dong JC, Xu CQ, Zuo CT, Le JJ, Guan YH,
et al. Accuracy of 18F-FDG PET/CT for lymph node
staging in non-small-cell lung cancers. Chin Med J (Engl) 2009;122:1749-54.
12) Andrea B, Pelossi E, Skanjeti A, Arena V, Errico E, Borasio
P, et al Preoperative intrathoracic lymph node staging
in patients with non-small-cell lung cancer: accuracy of
integrated positron emission tomography and computed
tomography. European Journal of Cardio-thoracic Surgery
2009;36:440-5.
13) Lee BE, Redwine J, Foster C, Abella E, Lown T, Lau D, et
al. Mediastinoscopy might not be necessary in patients with
non-small cell lung cancer with mediastinal lymph nodes
having a maximum standardized uptake value of less than 5.3. J Thorac Cardiovasc Surg 2008;135:615-9.
14) Kwan A, Seltzer M, Czernin J, Chou MJ, Kao CH.
Characterization of hilar lymph node by 18F-fluoro-2-
deoxyglucose positron emission tomography in healthy
subjects. Anticancer Res 2001;21:701-6.
15) Kang WJ, Chung JK, So Y, Jeong JM, Lee DS, Lee MC.
Differentiation of mediastinal FDG uptake observed in
patients with non-thoracic tumours. Eur J Nucl Med Mol
Imaging 2004;31:202-7.
16) Cerfolio RJ, Bryant AS. Ratio of the maximum standardized
uptake value on FDG-PET of the mediastinal (N2) lymph
nodes to the primary tumor may be a universal predictor of
nodal malignancy in patients with nonsmall-cell lung cancer.
Ann Thorac Surg 2007;83:1826-9.
17) Kim BT, Kim Y, Lee KS, Yoon SB, Cheon EM, Kwon OJ,
et al. Localized form of bronchioloalveolar carcinoma: FDG
PET findings. AJR Am J Roentgenol 1998;170:935-9.