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Published in: European Journal of Nuclear Medicine and Molecular Imaging 1/2015

Open Access 01-01-2015 | Original Article

Non-small-cell lung cancer resectability: diagnostic value of PET/MR

Authors: Francesco Fraioli, Nicholas J. Screaton, Samuel M. Janes, Thida Win, Leon Menezes, Irfan Kayani, Rizwan Syed, Fulvio Zaccagna, Celia O’Meara, Anna Barnes, Jamshed B. Bomanji, Shonit Punwani, Ashley M. Groves

Published in: European Journal of Nuclear Medicine and Molecular Imaging | Issue 1/2015

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Abstract

Purpose

To assess the diagnostic performance of PET/MR in patients with non-small-cell lung cancer.

Methods

Fifty consecutive consenting patients who underwent routine 18F-FDG PET/CT for potentially radically treatable lung cancer following a staging CT scan were recruited for PET/MR imaging on the same day. Two experienced readers, unaware of the results with the other modalities, interpreted the PET/MR images independently. Discordances were resolved in consensus. PET/MR TNM staging was compared to surgical staging from thoracotomy as the reference standard in 33 patients. In the remaining 17 nonsurgical patients, TNM was determined based on histology from biopsy, imaging results (CT and PET/CT) and follow-up. ROC curve analysis was used to assess accuracy, sensitivity and specificity of the PET/MR in assessing the surgical resectability of primary tumour. The kappa statistic was used to assess interobserver agreement in the PET/MR TNM staging. Two different readers, without knowledge of the PET/MR findings, subsequently separately reviewed the PET/CT images for TNM staging. The generalized kappa statistic was used to determine intermodality agreement between PET/CT and PET/MR for TNM staging.

Results

ROC curve analysis showed that PET/MR had a specificity of 92.3 % and a sensitivity of 97.3 % in the determination of resectability with an AUC of 0.95. Interobserver agreement in PET/MR reading ranged from substantial to perfect between the two readers (Cohen’s kappa 0.646 – 1) for T stage, N stage and M stage. Intermodality agreement between PET/CT and PET/MR ranged from substantial to almost perfect for T stage, N stage and M stage (Cohen’s kappa 0.627 – 0.823).

Conclusion

In lung cancer patients PET/MR appears to be a robust technique for preoperative staging.
Literature
1.
go back to reference Tanaka F, Yanagihara K, Otake Y, Miyahara R, Kawano Y, Nakagawa T, et al. Surgery for non-small cell lung cancer: postoperative survival based on the revised tumor-node-metastasis classification and its time trend. Eur J Cardiothorac Surg. 2000;18:147–55.PubMedCrossRef Tanaka F, Yanagihara K, Otake Y, Miyahara R, Kawano Y, Nakagawa T, et al. Surgery for non-small cell lung cancer: postoperative survival based on the revised tumor-node-metastasis classification and its time trend. Eur J Cardiothorac Surg. 2000;18:147–55.PubMedCrossRef
2.
go back to reference Sant M, Allemani C, Santaquilani M, Knijn A, Marchesi F, Capocaccia R. EUROCARE-4. Survival of cancer patients diagnosed in 1995-1999. Results and commentary. Eur J Cancer. 2009;45:931–91.PubMedCrossRef Sant M, Allemani C, Santaquilani M, Knijn A, Marchesi F, Capocaccia R. EUROCARE-4. Survival of cancer patients diagnosed in 1995-1999. Results and commentary. Eur J Cancer. 2009;45:931–91.PubMedCrossRef
3.
go back to reference Schwartz AG, Prysak GM, Bock CH, Cote ML. The molecular epidemiology of lung cancer. Carcinogenesis. 2007;28:507–18.PubMedCrossRef Schwartz AG, Prysak GM, Bock CH, Cote ML. The molecular epidemiology of lung cancer. Carcinogenesis. 2007;28:507–18.PubMedCrossRef
4.
go back to reference Lardinois D, Weder W, Hany TF, Kamel EM, Korom S, Seifert B, et al. Staging of non-small-cell lung cancer with integrated positron-emission tomography and computed tomography. N Engl J Med. 2003;348:2500–7.PubMedCrossRef Lardinois D, Weder W, Hany TF, Kamel EM, Korom S, Seifert B, et al. Staging of non-small-cell lung cancer with integrated positron-emission tomography and computed tomography. N Engl J Med. 2003;348:2500–7.PubMedCrossRef
5.
go back to reference Shim SS, Lee KS, Kim BT, 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 staging. Radiology. 2005;236:1011–9.PubMedCrossRef Shim SS, Lee KS, Kim BT, 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 staging. Radiology. 2005;236:1011–9.PubMedCrossRef
7.
go back to reference Kim BT, Lee KS, Shim SS, Choi JY, Kwon OJ, Kim H, et al. Stage T1 non-small cell lung cancer: preoperative mediastinal nodal staging with integrated FDG PET/CT – a prospective study. Radiology. 2006;241:501–9.PubMedCrossRef Kim BT, Lee KS, Shim SS, Choi JY, Kwon OJ, Kim H, et al. Stage T1 non-small cell lung cancer: preoperative mediastinal nodal staging with integrated FDG PET/CT – a prospective study. Radiology. 2006;241:501–9.PubMedCrossRef
8.
go back to reference Antoch G, Stattaus J, Nemat AT, Marnitz S, Beyer T, Kuehl H, et al. Non-small cell lung cancer: dual-modality PET/CT in preoperative staging. Radiology. 2003;229:526–33.PubMedCrossRef Antoch G, Stattaus J, Nemat AT, Marnitz S, Beyer T, Kuehl H, et al. Non-small cell lung cancer: dual-modality PET/CT in preoperative staging. Radiology. 2003;229:526–33.PubMedCrossRef
9.
go back to reference Siegel MJ, Acharyya S, Hoffer FA, Wyly JB, Friedmann AM, Snyder BS, et al. Whole-body MR imaging for staging of malignant tumors in pediatric patients: results of the American College of Radiology Imaging Network 6660 Trial. Radiology. 2013;266:599–609. doi:10.1148/radiol.12112531.PubMedCentralPubMedCrossRef Siegel MJ, Acharyya S, Hoffer FA, Wyly JB, Friedmann AM, Snyder BS, et al. Whole-body MR imaging for staging of malignant tumors in pediatric patients: results of the American College of Radiology Imaging Network 6660 Trial. Radiology. 2013;266:599–609. doi:10.​1148/​radiol.​12112531.PubMedCentralPubMedCrossRef
10.
go back to reference Lauenstein TC, Goehde SC, Herborn CU, Goyen M, Oberhoff C, Debatin JF, et al. Whole-body MR imaging: evaluation of patients for metastases. Radiology. 2004;233:139–48.PubMedCrossRef Lauenstein TC, Goehde SC, Herborn CU, Goyen M, Oberhoff C, Debatin JF, et al. Whole-body MR imaging: evaluation of patients for metastases. Radiology. 2004;233:139–48.PubMedCrossRef
11.
go back to reference Schlemmer HP, Schafer J, Pfannenberg C, Radny P, Korchidi S, Müller-Horvat C, et al. Fast whole-body assessment of metastatic disease using a novel magnetic resonance imaging system: initial experiences. Invest Radiol. 2005;40:64–71.PubMedCrossRef Schlemmer HP, Schafer J, Pfannenberg C, Radny P, Korchidi S, Müller-Horvat C, et al. Fast whole-body assessment of metastatic disease using a novel magnetic resonance imaging system: initial experiences. Invest Radiol. 2005;40:64–71.PubMedCrossRef
12.
go back to reference Yi CA, Shin KM, Lee KS, Kim BT, Kim H, Kwon OJ, et al. Non-small cell lung cancer staging: efficacy comparison of integrated PET/CT versus 3.0-T whole-body MR imaging. Radiology. 2008;248:632–42.PubMedCrossRef Yi CA, Shin KM, Lee KS, Kim BT, Kim H, Kwon OJ, et al. Non-small cell lung cancer staging: efficacy comparison of integrated PET/CT versus 3.0-T whole-body MR imaging. Radiology. 2008;248:632–42.PubMedCrossRef
13.
go back to reference Chandarana H, Heacock L, Rakheja R, DeMello LR, Bonavita J, Block TK, et al. Pulmonary nodules in patients with primary malignancy: comparison of hybrid PET/MR and PET/CT imaging. Radiology. 2013;268:874–81. doi:10.1148/radiol.13130620.PubMedCrossRef Chandarana H, Heacock L, Rakheja R, DeMello LR, Bonavita J, Block TK, et al. Pulmonary nodules in patients with primary malignancy: comparison of hybrid PET/MR and PET/CT imaging. Radiology. 2013;268:874–81. doi:10.​1148/​radiol.​13130620.PubMedCrossRef
15.
go back to reference Souvatzoglou M, Eiber M, Takei T, Fürst S, Maurer T, Gaertner F, et al. Comparison of integrated whole-body [11C]choline PET/MR with PET/CT in patients with prostate cancer. Eur J Nucl Med Mol Imaging. 2013;40:1486–99. doi:10.1007/s00259-013-2467-y.PubMedCrossRef Souvatzoglou M, Eiber M, Takei T, Fürst S, Maurer T, Gaertner F, et al. Comparison of integrated whole-body [11C]choline PET/MR with PET/CT in patients with prostate cancer. Eur J Nucl Med Mol Imaging. 2013;40:1486–99. doi:10.​1007/​s00259-013-2467-y.PubMedCrossRef
16.
go back to reference Pace L, Nicolai E, Luongo A, Aiello M, Catalano OA, Soricelli A, et al. Comparison of whole-body PET/CT and PET/MRI in breast cancer patients: lesion detection and quantitation of 18F-deoxyglucose uptake in lesions and in normal organ tissues. Eur J Radiol. 2014;83:289–96. doi:10.1016/j.ejrad.2013.11.002.PubMedCrossRef Pace L, Nicolai E, Luongo A, Aiello M, Catalano OA, Soricelli A, et al. Comparison of whole-body PET/CT and PET/MRI in breast cancer patients: lesion detection and quantitation of 18F-deoxyglucose uptake in lesions and in normal organ tissues. Eur J Radiol. 2014;83:289–96. doi:10.​1016/​j.​ejrad.​2013.​11.​002.PubMedCrossRef
17.
go back to reference Landis JR, Koch GG. An application of hierarchical kappa-type statistics in the assessment of majority agreement among multiple observers. Biometrics. 1977;33:363–74.PubMedCrossRef Landis JR, Koch GG. An application of hierarchical kappa-type statistics in the assessment of majority agreement among multiple observers. Biometrics. 1977;33:363–74.PubMedCrossRef
18.
go back to reference Catalano OA, Rosen BR, Sahani DV, Hahn PF, Guimaraes AR, Vangel MG, et al. Clinical impact of PET/MR imaging in patients with cancer undergoing same-day PET/CT: initial experience in 134 patients – a hypothesis-generating exploratory study. Radiology. 2013;269:857–69. doi:10.1148/radiol.13131306.PubMedCrossRef Catalano OA, Rosen BR, Sahani DV, Hahn PF, Guimaraes AR, Vangel MG, et al. Clinical impact of PET/MR imaging in patients with cancer undergoing same-day PET/CT: initial experience in 134 patients – a hypothesis-generating exploratory study. Radiology. 2013;269:857–69. doi:10.​1148/​radiol.​13131306.PubMedCrossRef
19.
go back to reference Schwenzer NF, Schraml C, Müller M, Brendle C, Sauter A, Spengler W, et al. Pulmonary lesion assessment: comparison of whole-body hybrid MR/PET and PET/CT imaging – pilot study. Radiology. 2012;264:551–8. doi:10.1148/radiol.12111942.PubMedCrossRef Schwenzer NF, Schraml C, Müller M, Brendle C, Sauter A, Spengler W, et al. Pulmonary lesion assessment: comparison of whole-body hybrid MR/PET and PET/CT imaging – pilot study. Radiology. 2012;264:551–8. doi:10.​1148/​radiol.​12111942.PubMedCrossRef
20.
go back to reference Tamura M, Oda M, Matsumoto I, Waseda R, Watanabe G. Pattern and predictors of false positive lymph node involvement on positron emission tomography in patients with non-small cell lung cancer. Thorac Cardiovasc Surg. 2012;60:105–10.PubMedCrossRef Tamura M, Oda M, Matsumoto I, Waseda R, Watanabe G. Pattern and predictors of false positive lymph node involvement on positron emission tomography in patients with non-small cell lung cancer. Thorac Cardiovasc Surg. 2012;60:105–10.PubMedCrossRef
21.
go back to reference Vogt FM, Herborn CU, Hunold P, Lauenstein TC, Schröder T, Debatin JF, et al. HASTE MRI versus chest radiography in the detection of pulmonary nodules: comparison with MDCT. AJR Am J Roentgenol. 2004;183:71–8PubMedCrossRef Vogt FM, Herborn CU, Hunold P, Lauenstein TC, Schröder T, Debatin JF, et al. HASTE MRI versus chest radiography in the detection of pulmonary nodules: comparison with MDCT. AJR Am J Roentgenol. 2004;183:71–8PubMedCrossRef
22.
go back to reference Biederer J, Schoene A, Freitag S, Reuter M, Heller M. Simulated pulmonary nodules implanted in a dedicated porcine chest phantom: sensitivity of MR imaging for detection. Radiology. 2003;227:475–83.PubMedCrossRef Biederer J, Schoene A, Freitag S, Reuter M, Heller M. Simulated pulmonary nodules implanted in a dedicated porcine chest phantom: sensitivity of MR imaging for detection. Radiology. 2003;227:475–83.PubMedCrossRef
23.
go back to reference Sieren JC, Ohno Y, Koyama H, Sugimura K, McLennan G. Recent technological and application developments in computed tomography and magnetic resonance imaging for improved pulmonary nodule detection and lung cancer staging. J Magn Reson Imaging. 2010;32:1353–69.PubMedCentralPubMedCrossRef Sieren JC, Ohno Y, Koyama H, Sugimura K, McLennan G. Recent technological and application developments in computed tomography and magnetic resonance imaging for improved pulmonary nodule detection and lung cancer staging. J Magn Reson Imaging. 2010;32:1353–69.PubMedCentralPubMedCrossRef
25.
go back to reference Ohno Y, Nishio M, Koyama H, Yoshikawa T, Matsumoto S, Takenaka D, et al. Comparison of the utility of whole-body MRI with and without contrast-enhanced Quick 3D and double RF fat suppression techniques, conventional whole-body MRI, PET/CT and conventional examination for assessment of recurrence in NSCLC patients. Eur J Radiol. 2013;82:2018–27. doi:10.1016/j.ejrad.2013.07.016.PubMedCrossRef Ohno Y, Nishio M, Koyama H, Yoshikawa T, Matsumoto S, Takenaka D, et al. Comparison of the utility of whole-body MRI with and without contrast-enhanced Quick 3D and double RF fat suppression techniques, conventional whole-body MRI, PET/CT and conventional examination for assessment of recurrence in NSCLC patients. Eur J Radiol. 2013;82:2018–27. doi:10.​1016/​j.​ejrad.​2013.​07.​016.PubMedCrossRef
26.
go back to reference Yi CA, Lee KS, Lee HY, Kim S, Kwon OJ, Kim H, et al. Coregistered whole body magnetic resonance imaging-positron emission tomography (MRI-PET) versus PET-computed tomography plus brain MRI in staging resectable lung cancer: comparisons of clinical effectiveness in a randomized trial. Cancer. 2013;119:1784–91. doi:10.1002/cncr.28000.PubMedCrossRef Yi CA, Lee KS, Lee HY, Kim S, Kwon OJ, Kim H, et al. Coregistered whole body magnetic resonance imaging-positron emission tomography (MRI-PET) versus PET-computed tomography plus brain MRI in staging resectable lung cancer: comparisons of clinical effectiveness in a randomized trial. Cancer. 2013;119:1784–91. doi:10.​1002/​cncr.​28000.PubMedCrossRef
Metadata
Title
Non-small-cell lung cancer resectability: diagnostic value of PET/MR
Authors
Francesco Fraioli
Nicholas J. Screaton
Samuel M. Janes
Thida Win
Leon Menezes
Irfan Kayani
Rizwan Syed
Fulvio Zaccagna
Celia O’Meara
Anna Barnes
Jamshed B. Bomanji
Shonit Punwani
Ashley M. Groves
Publication date
01-01-2015
Publisher
Springer Berlin Heidelberg
Published in
European Journal of Nuclear Medicine and Molecular Imaging / Issue 1/2015
Print ISSN: 1619-7070
Electronic ISSN: 1619-7089
DOI
https://doi.org/10.1007/s00259-014-2873-9

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