Department of Radiology, Shanghai Changzheng Hospital, Second Military Medical University, 415 Fengyang Road, Shanghai 200003, China.
Radiation Treatment Center, 100 Hospital of PLA, Suzhou, Jiangsu Province, China.
Acad Radiol. 2014 Jan;21(1):21-9. doi: 10.1016/j.acra.2013.09.019.
RATIONALE AND OBJECTIVES: To perform a meta-analysis to assess the diagnostic performance of the diffusion-weighted magnetic resonance imaging (DWI) technique in discrimination of benign and malignant pulmonary nodules or masses. MATERIALS AND METHODS: Data sources were studies published in PubMed, MEDLINE, EMBASE, Cochrane Library, and China National Knowledge Infrastructure databases from January 2001 to May 2013. Studies evaluating the diagnostic accuracy of DWI for benign/malignant discrimination of pulmonary nodules in English or Chinese language were considered for inclusion. Methodological quality was assessed by the quality assessment of diagnostic studies instrument. Sensitivities, specificities, predictive values, diagnostic odds ratios (DORs), and areas under the receiver operating characteristic curve (AUCs) were calculated. Potential threshold effect, heterogeneity, and publication bias were investigated. We also evaluated the clinical utility of DWI in diagnosis of lung lesions. RESULTS: Seventeen studies comprising 855 malignant and 322 benign lesions were included in this meta-analysis. There was no significant threshold effect. Summary receiver operating characteristic curve showed that AUC was 0.909 (95% confidence interval [CI], 0.862-0.931). Pooled weighted estimates of sensitivity, specificity, positive likelihood ratio (PLR), and negative likelihood ratio (NLR) were 0.828 (95% CI, 0.801-0.853), 0.801 (95% CI, 0.753-0.843), 4.01 (95% CI, 2.78-5.80), and 0.20 (95% CI, 0.15-0.27), respectively. Heterogeneity was found to have stemmed primarily from study design (retrospective or prospective study). Subgroup analysis showed that diagnostic performance (sensitivity, 0.88; 95% CI, 0.82-0.92 and specificity, 0.89; 95% CI, 0.79-0.96) of retrospectively designed studies was significantly higher than that of prospectively designed studies. The Deeks' funnel plot indicated the absence of publication bias. CONCLUSIONS: With respect to the accuracy and DOR, DWI is useful for differentiation between malignant and benign pulmonary nodules or masses. Diagnostic test accuracy is not the be-all and end-all of diagnostic testing. Concerning PLR and NLR, DWI may not help to alter posttest probability compared to pretest probability to sufficiently alter physician's decision making. Future analyses should be conducted in large-scale, high-quality trials to evaluate its clinical value and establish standards of DWI measurement, analysis, and cutoff values of diagnosis.
背景与目的:进行荟萃分析,评估弥散加权磁共振成像(DWI)技术在鉴别肺结节或肿块良恶性中的诊断性能。
材料与方法:数据来源于 2001 年 1 月至 2013 年 5 月间在 PubMed、MEDLINE、EMBASE、 Cochrane 图书馆和中国国家知识基础设施数据库中发表的研究。纳入评估 DWI 对肺结节良恶性鉴别诊断准确性的英文或中文研究。采用诊断研究质量评估工具评估方法学质量。计算敏感度、特异度、预测值、诊断比值比(DOR)和受试者工作特征曲线下面积(AUC)。评估潜在的阈值效应、异质性和发表偏倚。还评估了 DWI 在肺部病变诊断中的临床应用价值。
结果:纳入了包括 855 例恶性和 322 例良性病变的 17 项研究。无显著的阈值效应。汇总受试者工作特征曲线显示 AUC 为 0.909(95%置信区间 [CI],0.862-0.931)。合并的加权敏感度、特异度、阳性似然比(PLR)和阴性似然比(NLR)估计值分别为 0.828(95%CI,0.801-0.853)、0.801(95%CI,0.753-0.843)、4.01(95%CI,2.78-5.80)和 0.20(95%CI,0.15-0.27)。异质性主要源于研究设计(回顾性或前瞻性研究)。亚组分析显示,回顾性设计研究的诊断性能(敏感度,0.88;95%CI,0.82-0.92 和特异度,0.89;95%CI,0.79-0.96)显著高于前瞻性设计研究。Deeks 漏斗图表明无发表偏倚。
结论:就准确性和 DOR 而言,DWI 有助于鉴别肺结节或肿块的良恶性。诊断试验准确性并非诊断测试的全部。就 PLR 和 NLR 而言,与术前概率相比,DWI 可能无法显著改变术后概率,从而无法充分改变医生的决策。未来的分析应在大规模、高质量的试验中进行,以评估其临床价值并建立 DWI 测量、分析和诊断标准的标准。
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