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Sadashima E, Hattori S, Takahashi K. Meta-analysis of prognostic studies for a biomarker with a study-specific cutoff value. Res Synth Methods 2016; 7:402-419. [DOI: 10.1002/jrsm.1201] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2014] [Revised: 12/02/2015] [Accepted: 12/26/2015] [Indexed: 12/17/2022]
Affiliation(s)
- Eiji Sadashima
- Kurume University Graduate School of Medicine; 67 Asahi-Machi Kurume CityFukuoka 830-0011 Japan
- Shin-Koga Hospital; Medical Corporation Tenjinkai; 120 Tenjin-Chyou Kurume City Fukuoka 830-8577 Japan
| | - Satoshi Hattori
- Biostatistics Center; Kurume University; 67 Asahi-Machi Kurume City Fukuoka 830-0011 Japan
| | - Kunihiko Takahashi
- Department of Biostatistics; Nagoya University Graduate School of Medicine; 65, Tsurumai-cho Showa-ku Nagoya Aichi 466-8550 Japan
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Paesmans M, Garcia C, Wong CYO, Patz EF, Komaki R, Eschmann S, Govindan R, Vansteenkiste J, Meert AP, de Jong WK, Altorki NK, Higashi K, Van Baardwijk A, Borst GR, Ameye L, Lafitte JJ, Berghmans T, Flamen P, Rami-Porta R, Sculier JP. Primary tumour standardised uptake value is prognostic in nonsmall cell lung cancer: a multivariate pooled analysis of individual data. Eur Respir J 2015; 46:1751-61. [PMID: 26405289 DOI: 10.1183/13993003.00099-2015] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2015] [Accepted: 07/05/2015] [Indexed: 01/09/2023]
Abstract
(18)F-fluoro-2-deoxy-d-glucose positron emission tomography (PET) complements conventional imaging for diagnosing and staging lung cancer. Two literature-based meta-analyses suggest that maximum standardised uptake value (SUVmax) on PET has univariate prognostic value in nonsmall cell lung cancer (NSCLC). We analysed individual data pooled from 12 studies to assess the independent prognostic value of binary SUVmax for overall survival.After searching the published literature and identifying unpublished data, study coordinators were contacted and requested to provide data on individual patients. Cox regression models stratified for study were used.Data were collected for 1526 patients (median age 64 years, 60% male, 34% squamous cell carcinoma, 47% adenocarcinoma, 58% stage I-II). The combined univariate hazard ratio for SUVmax was 1.43 (95% CI 1.22-1.66) and nearly identical if the SUV threshold was calculated stratifying for histology. Multivariate analysis of patients with stage I-III disease identified age, stage, tumour size and receipt of surgery as independent prognostic factors; adding SUV (HR 1.58, 95% CI 1.27-1.96) improved the model significantly. The only detected interaction was between SUV and stage IV disease.SUV seems to have independent prognostic value in stage I-III NSCLC, for squamous cell carcinoma and for adenocarcinoma.
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Affiliation(s)
- Marianne Paesmans
- Data Centre, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium Both authors contributed equally
| | - Camilo Garcia
- Nuclear Medicine, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium Both authors contributed equally
| | - Ching-Yee Oliver Wong
- Diagnostic Radiology and Molecular Imaging, Oakland University William Beaumont School of Medicine, William Beaumont Hospital, Royal Oak, MI, USA
| | - Edward F Patz
- Radiology, Duke University Medical Center, Durham, NC, USA
| | - Ritsuko Komaki
- The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | | | - Ramaswamy Govindan
- Division of Medical Oncology, Washington University School of Medicine, St. Louis, MI, USA
| | - Johan Vansteenkiste
- Pneumology, Respiratory Oncology Unit, University Hospitals KU Leuven, Leuven, Belgium
| | - Anne-Pascale Meert
- Intensive Care and Thoracic Oncology, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | | | | | | | - Angela Van Baardwijk
- Radiation Oncology (MAASTRO), GROW - School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Gerben R Borst
- Radiation Oncology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Lieveke Ameye
- Data Centre, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | | | - Thierry Berghmans
- Intensive Care and Thoracic Oncology, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - Patrick Flamen
- Nuclear Medicine, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - Ramon Rami-Porta
- Thoracic Surgery, Hospital Universitari Mutua Terrassa and CIBERES Lung Cancer Group, Terrassa, Spain
| | - Jean-Paul Sculier
- Intensive Care and Thoracic Oncology, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
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Kim MP, Correa AM, Hofstetter W, Mehran R, Rice DC, Roth JA, Vaporciyan AA, Walsh GL, Erasmus JJ, Swisher SG. Limitations of 18F-2-Deoxy-d-Glucose Positron Emission Tomography in N1 Detection in Patients With Pathologic Stage II-N1 and Implications for Management. Ann Thorac Surg 2015; 99:414-20. [DOI: 10.1016/j.athoracsur.2014.09.023] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/06/2014] [Revised: 08/27/2014] [Accepted: 09/09/2014] [Indexed: 11/30/2022]
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Cho AR, Lim I, Na II, Choe DH, Park JY, Kim BI, Cheon GJ, Choi CW, Lim SM. Evaluation of Adrenal Masses in Lung Cancer Patients Using F-18 FDG PET/CT. Nucl Med Mol Imaging 2010; 45:52-8. [PMID: 24899978 DOI: 10.1007/s13139-010-0064-6] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2010] [Accepted: 10/19/2010] [Indexed: 10/18/2022] Open
Abstract
PURPOSE The aim of this study was to assess the diagnostic efficacy of PET/CT using various parameters for the characterization of adrenal nodules in lung cancer patients. METHODS Sixty-one adrenal nodules in 51 lung cancer patients were evaluated. The final diagnosis was based on histology (n = 2) or imaging follow-up (n = 59, range of follow-up: 7-57 months, median 27 months). Each adrenal nodule was analyzed using four parameters of PET/CT: the maximum standardized uptake value (SUVmax), the adrenal nodule/liver ratio of the SUV (SUV ratio), Hounsfield units (HU) and size. The optimal cutoff of each parameter for the identification of metastatic nodule was determined by ROC analysis and then the diagnostic efficacy was compared among the parameters. RESULTS Of the 61 adrenal nodules, 45 (73%) were considered metastasis. The optimal cutoff values of the parameters were SUVmax >2.7, SUV ratio >1.3, HU >18 and size >20 mm, respectively. The sensitivity, specificity and accuracy by SUVmax >2.7 were 88.9%, 87.5% and 88.5%, and those by SUV ratio >1.3 were 84.4%, 100% and 88.5%, respectively. The combination of SUV ratio >1.3 and HU >18 had sensitivity of 97.7%, specificity of 81.2% and accuracy of 93.4% to predict adrenal metastasis in patients with lung cancer. CONCLUSION SUV ratio from F-18 FDG PET/CT could identify the adrenal metastasis in lung cancer patients. The combination of SUV ratio and HU can improve the accuracy of differentiating benign and metastatic adrenal lesions in lung cancer patients.
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Affiliation(s)
- A Ra Cho
- Department of Nuclear Medicine, Korea Institute of Radiological and Medical Sciences, Nowon-Gil 75, Gongneung-Dong, Nowon-Gu, Seoul, 139-706 Korea
| | - Ilhan Lim
- Department of Nuclear Medicine, Korea Institute of Radiological and Medical Sciences, Nowon-Gil 75, Gongneung-Dong, Nowon-Gu, Seoul, 139-706 Korea ; Molecular Imaging Research Center, Korea Institute of Radiological and Medical Sciences, Seoul, Korea
| | - Im Il Na
- Department of Internal Medicine, Korea Institute of Radiological and Medical Sciences, Seoul, Korea
| | - Du Hwan Choe
- Department of Radiology, Korea Institute of Radiological and Medical Sciences, Seoul, Korea
| | - Joon Yeun Park
- Department of Nuclear Medicine, Korea Institute of Radiological and Medical Sciences, Nowon-Gil 75, Gongneung-Dong, Nowon-Gu, Seoul, 139-706 Korea
| | - Byung Il Kim
- Department of Nuclear Medicine, Korea Institute of Radiological and Medical Sciences, Nowon-Gil 75, Gongneung-Dong, Nowon-Gu, Seoul, 139-706 Korea ; Molecular Imaging Research Center, Korea Institute of Radiological and Medical Sciences, Seoul, Korea
| | - Gi Jeong Cheon
- Department of Nuclear Medicine, Korea Institute of Radiological and Medical Sciences, Nowon-Gil 75, Gongneung-Dong, Nowon-Gu, Seoul, 139-706 Korea ; Molecular Imaging Research Center, Korea Institute of Radiological and Medical Sciences, Seoul, Korea
| | - Chang Woon Choi
- Department of Nuclear Medicine, Korea Institute of Radiological and Medical Sciences, Nowon-Gil 75, Gongneung-Dong, Nowon-Gu, Seoul, 139-706 Korea ; Molecular Imaging Research Center, Korea Institute of Radiological and Medical Sciences, Seoul, Korea
| | - Sang Moo Lim
- Department of Nuclear Medicine, Korea Institute of Radiological and Medical Sciences, Nowon-Gil 75, Gongneung-Dong, Nowon-Gu, Seoul, 139-706 Korea ; Molecular Imaging Research Center, Korea Institute of Radiological and Medical Sciences, Seoul, Korea
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Vaylet F, Margery J, Bonardel G, Le Floch H, Rivière F, Gontier E, Ngampolo I, Mairovitz A, Marotel C, Foehrenbach H. [What is the role of FDG-PET in thoracic oncology in 2010?]. REVUE DE PNEUMOLOGIE CLINIQUE 2010; 66:221-238. [PMID: 20933164 DOI: 10.1016/j.pneumo.2010.07.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/24/2010] [Accepted: 06/28/2010] [Indexed: 05/30/2023]
Abstract
18F-Fluorodeoxyglucose-Positron Emission Tomography (FGD-PET) has been considered to have a major impact on the management of lung malignancies since the beginning of this century. Its value has been demonstrated by many publications, meta-analysis and European/American/Japanese recommendations. PET combined with computed tomography has provided useful information regarding the diagnosis and staging of lung cancer and allows for the delivery of adaptive radiotherapy. In its more common uses, PET has been shown to be cost-effective. With the widespread use of new radiotracers, PET will play an increasing role in the evaluation of response to treatment.
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Affiliation(s)
- F Vaylet
- Service des maladies respiratoires, hôpital d'instruction des armées Percy, 92140 Clamart, France.
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Primary tumor standardized uptake value measured on fluorodeoxyglucose positron emission tomography is of prognostic value for survival in non-small cell lung cancer: update of a systematic review and meta-analysis by the European Lung Cancer Working Party for the International Association for the Study of Lung Cancer Staging Project. J Thorac Oncol 2010; 5:612-9. [PMID: 20234323 DOI: 10.1097/jto.0b013e3181d0a4f5] [Citation(s) in RCA: 218] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
INTRODUCTION Few validated prognostic factors are available for survival in patients with lung cancer. [F]-fluoro-2-deoxy-d-glucose positron emission tomography has been shown to be of additional value to conventional imaging for staging lung cancer. The prognostic value of this lung tumor metabolic activity was studied in a first systematic review of studies published until 2006. METHODS As further studies have appeared since 2006, this report has as objective to confirm and to estimate with less variability the prognostic value of primary tumor standardized uptake value (SUV) measured with [F]-fluoro-2-deoxy-d-glucose positron emission tomography on the basis of an updated search of eligible studies. RESULTS Ten additional studies were eligible for the updated review and eight of them provided, in the publication, data allowing survival results aggregation. All together, 21 studies were analyzed. Comparing patients with low and high SUV, using preferentially the median SUV value of each study as threshold, we obtained a poor prognostic value for high SUV compared with low SUV with an overall combined hazard ratio of 2.08, significantly different from one with a 95% confidence interval ranging from 1.69 to 2.56. No interaction between older and newer studies was detectable (P = 0.60) as well as between studies having selected non metastatic patients or studies without selection criterion related to stage (P = 0.46). CONCLUSIONS We confirmed the results of our previous review showing that SUV is potentially a very interesting factor for predicting patient outcome. We believe that a meta-analysis based on individual patient data would be of great value as allowing to assess the independent prognostic value, to take into account some factors responsible for heterogeneity between studies (SUV assessment method, disease stage, and histology), and to update survival data. We are planning to conduct such a meta-analysis on behalf of the International Association for the Study of Lung Cancer Staging Project.
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Na II, Byun BH, Kim KM, Cheon GJ, Choe DH, Koh JS, Lee DY, Ryoo BY, Baek H, Lim SM, Yang SH, Kim CH, Lee JC. 18F-FDG uptake and EGFR mutations in patients with non-small cell lung cancer: a single-institution retrospective analysis. Lung Cancer 2010; 67:76-80. [PMID: 19371962 DOI: 10.1016/j.lungcan.2009.03.010] [Citation(s) in RCA: 55] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2008] [Revised: 03/11/2009] [Accepted: 03/13/2009] [Indexed: 11/30/2022]
Abstract
This retrospective study was performed to evaluate a possible association between the presence of epidermal growth factor receptor (EGFR) mutations and the standardized uptake value (SUV) of (18)F-fluoro-2-deoxy-glucose ((18)F-FDG) uptake in patients with non-small cell lung cancer (NSCLC). We included 100 patients who were tested for EGFR mutations by direct sequencing of resected tissues and who underwent preoperative positron emission tomography/computed tomography at the time of diagnosis. The maximum SUV by the primary tumor was chosen for further analysis. EGFR mutations in exons 19 and 21 were detected in 21 NSCLC patients (21%). EGFR mutations were more frequent in never-smokers than ever-smokers (35% versus 11%; P=0.003), in adenocarcinomas than non-adenocarcinomas (34% versus 6%; P=0.001), and in females than males (41% versus 12%; P=0.001). The SUV ranged from 1.3 to 33.0 (median 10.6). Area under receiver operating characteristic curve for SUVs in respect to the presence of EGFR mutations was 0.74 (95% CI: 0.62-0.85). When a cut off value was used, patients with low SUVs were more likely to have EGFR mutations than those with high SUVs (40% versus 11%; P=0.001). On multivariate analysis, a low SUV remained a significant predictors for EGFR mutations (P=0.025). (18)F-FDG uptake was associated with the presence of EGFR mutation. These results extrapolate that (18)F-FDG uptake might be helpful to discriminate patients who harbor EGFR mutations, especially when a genetic test is not feasible.
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Affiliation(s)
- Im Il Na
- Department of Internal Medicine, Korea Cancer Center Hospital, Korea Institute of Radiological & Medical Sciences, 215-4, Gongneung-dong, Nowon-gu, Seoul, 139-706, Republic of Korea.
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Cheon GJ, Kim MS, Lee JA, Lee SY, Cho WH, Song WS, Koh JS, Yoo JY, Oh DH, Shin DS, Jeon DG. Prediction model of chemotherapy response in osteosarcoma by 18F-FDG PET and MRI. J Nucl Med 2009; 50:1435-40. [PMID: 19690035 DOI: 10.2967/jnumed.109.063602] [Citation(s) in RCA: 98] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
UNLABELLED Response to neoadjuvant chemotherapy is a significant prognostic factor for osteosarcoma; however, this information can be determined only after surgical resection. If we could predict histologic response before surgery, it might be helpful for the planning of surgeries and tailoring of treatment. We evaluated the usefulness of (18)F-FDG PET for this purpose. METHODS A total of 70 consecutive patients with a high-grade osteosarcoma treated at our institute were prospectively enrolled. All patients underwent (18)F-FDG PET and MRI before and after neoadjuvant chemotherapy. We analyzed the predictive values of 5 parameters, namely, maximum standardized uptake values (SUVs), before and after (SUV2) chemotherapy, SUV change ratio, tumor volume change ratio, and metabolic volume change ratio (MVCR) in terms of their abilities to discriminate responders from nonresponders. RESULTS Patients with an SUV2 of less than or equal to 2 showed a good histologic response, and patients with an SUV2 of greater than 5 showed a poor histologic response. The histologic response of a patient with an intermediate SUV2 (2 < SUV2 </= 5) was found to be predictable using MVCR. A patient with an MVCR of less than 0.65 is likely to be a good responder, whereas a patient with an MVCR of greater than or equal to 0.65 is likely to be a poor responder. According to our model, the predictive values for good responders and poor responders were 97% (31/32) and 95% (36/38), respectively. CONCLUSION We found that combined information on (18)F-FDG PET and MRI scans, acquired before and after chemotherapy, could be used to predict histologic response to neoadjuvant chemotherapy in osteosarcoma.
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Affiliation(s)
- Gi Jeong Cheon
- Department of Nuclear Medicine, Korea Cancer Center Hospital, Seoul, Korea
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Clinical significance of 18F-FDG uptake by primary sites in patients with diffuse large B cell lymphoma in the head and neck: a pilot study. Ann Nucl Med 2008; 22:645-51. [DOI: 10.1007/s12149-008-0181-9] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2008] [Accepted: 04/18/2008] [Indexed: 12/20/2022]
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Na II, Byun BH, Kang HJ, Cheon GJ, Koh JS, Kim CH, Choe DH, Ryoo BY, Lee JC, Lim SM, Yang SH. 18F-Fluoro-2-Deoxy-Glucose Uptake Predicts Clinical Outcome in Patients with Gefitinib-Treated Non–Small Cell Lung Cancer. Clin Cancer Res 2008; 14:2036-41. [DOI: 10.1158/1078-0432.ccr-07-4074] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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