Suppr超能文献

扩散峰度成像和体素内不相干运动在良恶性孤立性肺病变中的鉴别价值。

Differential value of diffusion kurtosis imaging and intravoxel incoherent motion in benign and malignant solitary pulmonary lesions.

作者信息

Xiang Lu, Yang Hong, Qin Yu, Wen Yun, Liu Xue, Zeng Wen-Bing

机构信息

Department of Radiology, Chongqing University Three Gorges Hospital, Chongqing, China.

College of Medical Imaging, North Sichuan Medical College, Sichuan, China.

出版信息

Front Oncol. 2023 Jan 12;12:1075072. doi: 10.3389/fonc.2022.1075072. eCollection 2022.

Abstract

OBJECTIVE

To investigate the diagnostic value of diffusion kurtosis imaging (DKI) and intravoxel incoherent motion (IVIM) whole-lesion histogram parameters in differentiating benign and malignant solitary pulmonary lesions (SPLs).

MATERIALS AND METHODS

Patients with SPLs detected by chest CT examination and with further routine MRI, DKI and IVIM-DWI functional sequence scanning data were recruited. According to the pathological results, SPLs were divided into a benign group and a malignant group. Independent samples t tests (normal distribution) or Mann‒Whitney U tests (nonnormal distribution) were used to compare the differences in DKI (Dk, K), IVIM (D, D*, f) and ADC whole-lesion histogram parameters between the benign and malignant SPL groups. The receiver operating characteristic (ROC) curve was used to evaluate the diagnostic efficiency of the histogram parameters and determine the optimal threshold. The area under the curve (AUC) of each histogram parameter was compared by the DeLong method. Spearman rank correlation was used to analyze the correlation between histogram parameters and malignant SPLs.

RESULTS

Most of the histogram parameters for diffusion-related values (Dk, D, ADC) of malignant SPLs were significantly lower than those of benign SPLs, while most of the histogram parameters for the K value of malignant SPLs were significantly higher than those of benign SPLs. DKI (Dk, K), IVIM (D) and ADC were effective in differentiating benign and malignant SPLs and combined with multiple parameters of the whole-lesion histogram for the D value, had the highest diagnostic efficiency, with an AUC of 0.967, a sensitivity of 90.00% and a specificity of 94.03%. Most of the histogram parameters for the Dk, D and ADC values were negatively correlated with malignant SPLs, while most of the histogram parameters for the K value were positively correlated with malignant SPLs.

CONCLUSIONS

DKI (Dk, K) and IVIM (D) whole-lesion histogram parameters can noninvasively distinguish benign and malignant SPLs, and the diagnostic performance is better than that of DWI. Moreover, they can provide additional information on SPL microstructure, which has important significance for guiding clinical individualized precision diagnosis and treatment and has potential clinical application value.

摘要

目的

探讨扩散峰度成像(DKI)和体素内不相干运动(IVIM)全病灶直方图参数在鉴别孤立性肺结节(SPL)良恶性中的诊断价值。

材料与方法

纳入经胸部CT检查发现SPL并进一步行常规MRI、DKI及IVIM-DWI功能序列扫描的患者。根据病理结果,将SPL分为良性组和恶性组。采用独立样本t检验(正态分布)或Mann-Whitney U检验(非正态分布)比较良性和恶性SPL组之间DKI(Dk、K)、IVIM(D、D*、f)和ADC全病灶直方图参数的差异。采用受试者工作特征(ROC)曲线评估直方图参数的诊断效能并确定最佳阈值。采用DeLong法比较各直方图参数的曲线下面积(AUC)。采用Spearman等级相关分析直方图参数与恶性SPL之间的相关性。

结果

恶性SPL的大多数扩散相关值(Dk、D、ADC)直方图参数显著低于良性SPL,而恶性SPL的K值大多数直方图参数显著高于良性SPL。DKI(Dk、K)、IVIM(D)和ADC在鉴别良性和恶性SPL方面有效,结合全病灶直方图的多个D值参数,诊断效能最高,AUC为0.967,灵敏度为90.00%,特异度为94.03%。Dk、D和ADC值的大多数直方图参数与恶性SPL呈负相关,而K值的大多数直方图参数与恶性SPL呈正相关。

结论

DKI(Dk、K)和IVIM(D)全病灶直方图参数可无创鉴别良性和恶性SPL,诊断性能优于DWI。此外,它们可为SPL微观结构提供额外信息,对指导临床个体化精准诊断和治疗具有重要意义,具有潜在的临床应用价值。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/90c1/9878824/b0f2fe9b2aa3/fonc-12-1075072-g001.jpg

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验