Meta-analysis of diffusion-weighted MRI in the differential diagnosis of lung lesions

被引:43
作者
Chen, Lihua [1 ,2 ]
Zhang, Jiuquan [1 ]
Bao, Jing [3 ]
Zhang, Lin [1 ]
Hu, Xiaofei [1 ]
Xia, Yunbao [2 ]
Wang, Jian [1 ]
机构
[1] Third Mil Med Univ, Southwest Hosp, Dept Radiol, Chongqing 400038, Peoples R China
[2] Taihu Hosp, Dept Radiol, Wuxi 214044, Jiangsu, Peoples R China
[3] Nantong Univ, Sch Med, Dept Microbiol & Parasitol, Nantong, Jiangsu, Peoples R China
关键词
lung cancer; diffusion-weighted imaging; meta-analysis; SOLITARY PULMONARY NODULES; MEDIASTINAL LYMPH-NODES; SYSTEMATIC REVIEWS; CANCER; SPECIFICITY; SENSITIVITY;
D O I
10.1002/jmri.23939
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Purpose: To perform a meta-analysis to evaluate the diagnostic performance of the diffusion-weighted imaging (DWI) technique in differentiating malignant from benign lung lesions. Materials and Methods: Medical and scientific literature databases were searched for studies that assessed the diagnostic performance of DWI in patients suspected of lung cancer who underwent DWI and biopsy. Only studies in the English or Chinese language and published before September 2011 were considered for inclusion. Methodological quality was assessed by the Quality Assessment of Diagnostic Studies (QUADAS) instrument. Homogeneity was explored by the Chi-square test and inconsistency index. Sensitivities (SEN), specificities, predictive values, diagnostic odds ratio (dOR), and areas under the receiver operator characteristic (ROC) curve were calculated. Potential threshold effect was investigated by using Spearman's correlation coefficient. Publication bias analysis was evaluated by Deeks' asymmetry test. Results: Of 33 eligible studies, 11 were included in the meta-analysis, comprising 755 malignant and 294 benign lesions. Heterogeneity was found to have arisen primarily from threshold effect. The data points from the Deeks' funnel plot indicated the presence of publication bias. Methodological quality was moderate. The pooled weighted SEN with corresponding 95% confidence interval (CI) was 0.80 (95% CI: 0.76, 0.83), SPE was 0.93 (95% CI: 0.91, 0.95), positive likelihood ratio was 9.24 (95% CI: 3.58, 23.83), negative likelihood ratio was 0.24 (95% CI: 0.19, 0.29), and dOR was 46.14 (95% CI: 27.56, 77.26). The area under the ROC curve was 0.91 (95% CI: 0.89, 0.93). Conclusion: DWI is a noninvasive, nonradiative, and accurate technique for distinguishing between malignant and benign lung lesions. However, large-scale randomized control trials are necessary to assess its clinical value and to establish standards of DWI for measurement, analysis, and cutoff values of diagnosis. J. Magn. Reson. Imaging 2013;37:13511358. (c) 2013 Wiley Periodicals, Inc.
引用
收藏
页码:1351 / 1358
页数:8
相关论文
共 38 条
[1]  
[Anonymous], ZHONG GUO YI XUE JI
[2]  
[Anonymous], CHINESE GERMAN J CLI
[3]   Diffusion-weighted magnetic resonance imaging in differentiation of postobstructive consolidation from central lung carcinoma [J].
Baysal, Tamer ;
Mutlu, Deniz Yakar ;
Yologlu, Saim .
MAGNETIC RESONANCE IMAGING, 2009, 27 (10) :1447-1454
[4]   Solitary pulmonary nodules and masses: a meta-analysis of the diagnostic utility of alternative imaging tests [J].
Cronin, Paul ;
Dwamena, Ben A. ;
Kelly, Aine Marie ;
Bernstein, Steven J. ;
Carlos, Ruth C. .
EUROPEAN RADIOLOGY, 2008, 18 (09) :1840-1856
[5]   Solitary pulmonary nodules: Meta-analytic comparison of cross-sectional imaging modalibes for diagnosis of malignancy [J].
Cronin, Paul ;
Dwamena, Ben A. ;
Kelly, Aine Marie ;
Carlos, Ruth C. .
RADIOLOGY, 2008, 246 (03) :772-782
[6]   The performance of tests of publication bias and other sample size effects in systematic reviews of diagnostic test accuracy was assessed [J].
Deeks, JJ ;
Macaskill, P ;
Irwig, L .
JOURNAL OF CLINICAL EPIDEMIOLOGY, 2005, 58 (09) :882-893
[7]   Evaluating pediatric brain tumor cellularity with diffusion-tensor imaging [J].
Gauvain, KM ;
McKinstry, RC ;
Mukherjee, P ;
Perry, A ;
Neil, JJ ;
Kaufman, BA ;
Hayashi, RJ .
AMERICAN JOURNAL OF ROENTGENOLOGY, 2001, 177 (02) :449-454
[8]   The diagnostic odds ratio: a single indicator of test performance [J].
Glas, AS ;
Lijmer, JG ;
Prins, MH ;
Bonsel, GJ ;
Bossuyt, PMM .
JOURNAL OF CLINICAL EPIDEMIOLOGY, 2003, 56 (11) :1129-1135
[9]   Hallmarks of Cancer: The Next Generation [J].
Hanahan, Douglas ;
Weinberg, Robert A. .
CELL, 2011, 144 (05) :646-674
[10]   Mediastinal lymph nodes in patients with non-small cell lung cancer - Preliminary experience with diffusion-weighted MR imaging [J].
Hasegawa, Ichiro ;
Boiselle, Phillip M. ;
Kuwabara, Katsuyuki ;
Sawafuji, Makoto ;
Sugiura, Hitoshi .
JOURNAL OF THORACIC IMAGING, 2008, 23 (03) :157-161