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体素内不相干运动成像在孤立性肺良恶性结节及肿块鉴别诊断中的价值:一项Meta分析

Value of IVIM in Differential Diagnoses between Benign and Malignant Solitary Lung Nodules and Masses: A Meta-analysis.

作者信息

Chen Yirong, Han Qijia, Huang Zhiwei, Lyu Mo, Ai Zhu, Liang Yuying, Yan Haowen, Wang Mengzhu, Xiang Zhiming

机构信息

Graduate School, Guangzhou University of Chinese Medicine, Guangzhou, China.

Department of Radiology, Guangzhou Panyu Central Hospital, Guangzhou, China.

出版信息

Front Surg. 2022 Jun 1;9:817443. doi: 10.3389/fsurg.2022.817443. eCollection 2022.

Abstract

PURPOSE

This study aims to evaluate the accuracy of intravoxel incoherent motion diffusion-weighted imaging (IVIM-DWI) in distinguishing malignant and benign solitary pulmonary nodules and masses.

METHODS

Studies investigating the diagnostic accuracy of IVIM-DWI in lung lesions published through December 2020 were searched. The standardized mean differences (SMDs) of the apparent diffusion coefficient (ADC), tissue diffusivity (), pseudo-diffusivity (*), and perfusion fraction () were calculated. The sensitivity, specificity, area under the curve (AUC), publication bias, and heterogeneity were then summarized, and the source of heterogeneity and the reliability of combined results were explored by meta-regression and sensitivity analysis.

RESULTS

A total of 16 studies including 714 malignant and 355 benign lesions were included. Significantly lower ADC, , and values were found in malignant pulmonary lesions compared to those in benign lesions. The value showed the best diagnostic performance (sensitivity = 0.90, specificity = 0.71, AUC = 0.91), followed by ADC (sensitivity = 0.84, specificity = 0.75, AUC = 0.88), (sensitivity = 0.70, specificity = 0.62, AUC = 0.71), and (sensitivity = 0.67, specificity = 0.61, AUC = 0.67). There was an inconspicuous publication bias in ADC, , * and values, moderate heterogeneity in ADC, and high heterogeneity in , *, and values. Subgroup analysis suggested that both ADC and values had a significant higher sensitivity in "nodules or masses" than that in "nodules."

CONCLUSIONS

The parameters derived from IVIM-DWI, especially the value, could further improve the differential diagnosis between malignant and benign solitary pulmonary nodules and masses. https://www.crd.york.ac.uk/PROSPERO/#myprospero, identifier: CRD42021226664.

摘要

目的

本研究旨在评估体素内不相干运动扩散加权成像(IVIM-DWI)在鉴别恶性和良性孤立性肺结节及肿块中的准确性。

方法

检索截至2020年12月发表的关于IVIM-DWI在肺病变诊断准确性的研究。计算表观扩散系数(ADC)、组织扩散率()、伪扩散率(*)和灌注分数()的标准化平均差异(SMD)。然后总结敏感性、特异性、曲线下面积(AUC)、发表偏倚和异质性,并通过Meta回归和敏感性分析探讨异质性来源及合并结果的可靠性。

结果

共纳入16项研究,包括714个恶性病变和355个良性病变。与良性肺病变相比,恶性肺病变的ADC、和值显著更低。值显示出最佳诊断性能(敏感性=0.90,特异性=0.71,AUC=0.91),其次是ADC(敏感性=0.84,特异性=0.75,AUC=0.88)、(敏感性=0.70,特异性=0.62,AUC=0.71)和(敏感性=0.67,特异性=0.61,AUC=0.67)。ADC、、*和值存在不明显的发表偏倚,ADC存在中度异质性,、*和值存在高度异质性。亚组分析表明,ADC和值在“结节或肿块”中的敏感性均显著高于“结节”。

结论

IVIM-DWI衍生的参数,尤其是值,可进一步提高恶性和良性孤立性肺结节及肿块的鉴别诊断。https://www.crd.york.ac.uk/PROSPERO/#myprospero,标识符:CRD42021226664。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/71b5/9396547/e754069a3b5e/fsurg-09-817443-g001.jpg

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