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磁共振指纹技术在无对比剂条件下对肝脏局灶性病变的定量特征分析。

MR Fingerprinting for Contrast Agent-free and Quantitative Characterization of Focal Liver Lesions.

机构信息

From the Departments of Radiology (S.F., K.S., H.K., A. Suzuki, K.Y., Y.M., T.A., I.F., W.U., K.K., R.K., S.A.), Human Pathology (Y.F.), Hepatobiliary-Pancreatic Surgery (A. Saiura), and Gastroenterology (K.I.), Juntendo University School of Medicine, 1-2-1 Hongo, Bunkyo, Tokyo 113-8421, Japan; Department of Radiology, The University of Tokyo, Tokyo, Japan (S.F., Y.M., O.A.); Department of Biomedical Engineering, School of Biomedical Engineering and Imaging Sciences, King's College London, London, England (G.C., C.V., R.B., C.P.); Department of Radiology, University of Michigan, Ann Arbor, Mich (G.C.); Department of MR Clinical Science, Philips Japan, Tokyo, Japan (M.Y.); School of Engineering, Pontificia Universidad Católica de Chile, Santiago, Chile (R.B., C.P.); and Millennium Institute for Intelligent Healthcare Engineering, Santiago, Chile (R.B., C.P.).

出版信息

Radiol Imaging Cancer. 2023 Nov;5(6):e230036. doi: 10.1148/rycan.230036.

Abstract

Purpose To evaluate the feasibility of liver MR fingerprinting (MRF) for quantitative characterization and diagnosis of focal liver lesions. Materials and Methods This single-site, prospective study included 89 participants (mean age, 62 years ± 15 [SD]; 45 women, 44 men) with various focal liver lesions who underwent MRI between October 2021 and August 2022. The participants underwent routine clinical MRI, non-contrast-enhanced liver MRF, and reference quantitative MRI with a 1.5-T MRI scanner. The bias and repeatability of the MRF measurements were assessed using linear regression, Bland-Altman plots, and coefficients of variation. The diagnostic capability of MRF-derived T1, T2, T2*, proton density fat fraction (PDFF), and a combination of these metrics to distinguish benign from malignant lesions was analyzed according to the area under the receiver operating characteristic curve (AUC). Results Liver MRF measurements showed moderate to high agreement with reference measurements (intraclass correlation = 0.94, 0.77, 0.45, and 0.61 for T1, T2, T2*, and PDFF, respectively), with underestimation of T2 values (mean bias in lesion = -0.5%, -29%, 5.8%, and -8.2% for T1, T2, T2*, and PDFF, respectively). The median coefficients of variation for repeatability of T1, T2, and T2* values were 2.5% (IQR, 3.6%), 3.1% (IQR, 5.6%), and 6.6% (IQR, 13.9%), respectively. After considering multicollinearity, a combination of MRF measurements showed a high diagnostic performance in differentiating benign from malignant lesions (AUC = 0.92 [95% CI: 0.86, 0.98]). Conclusion Liver MRF enabled the quantitative characterization of various focal liver lesions in a single breath-hold acquisition. MR Imaging, Abdomen/GI, Liver, Imaging Sequences, Technical Aspects, Tissue Characterization, Technology Assessment, Diagnosis, Liver Lesions, MR Fingerprinting, Quantitative Characterization © RSNA, 2023.

摘要

目的 评估肝脏磁共振指纹成像(MRF)定量特征分析及诊断局灶性肝脏病变的可行性。

材料与方法 本单中心前瞻性研究共纳入 89 例(平均年龄,62 岁±15 岁[标准差];45 例女性,44 例男性)不同局灶性肝脏病变患者,均于 2021 年 10 月至 2022 年 8 月行 MRI 检查。所有患者均行常规临床 MRI、无对比增强肝脏 MRF 和 1.5-T MRI 扫描仪参考定量 MRI 检查。采用线性回归、Bland-Altman 图和变异系数评估 MRF 测量的偏倚和重复性。根据受试者工作特征曲线(AUC)下面积分析 MRF 衍生 T1、T2、T2*、质子密度脂肪分数(PDFF)和这些指标联合对良恶性病变的诊断效能。

结果 肝脏 MRF 测量与参考测量具有中等至高的一致性(T1、T2、T2和 PDFF 的组内相关系数分别为 0.94、0.77、0.45 和 0.61),T2 值存在低估(病变处平均偏倚分别为-0.5%、-29%、5.8%和-8.2%,T1、T2、T2和 PDFF)。T1、T2 和 T2*值重复性的中位变异系数分别为 2.5%(四分位距,3.6%)、3.1%(四分位距,5.6%)和 6.6%(四分位距,13.9%)。在考虑多重共线性后,MRF 测量联合具有较高的良恶性病变鉴别诊断效能(AUC=0.92[95%CI:0.86,0.98])。

结论 单次屏气采集即可实现肝脏 MRF 定量特征分析,有助于诊断各种局灶性肝脏病变。

磁共振成像,腹部/胃肠道,肝脏,成像序列,技术方面,组织特征化,技术评估,诊断,肝脏病变,磁共振指纹成像,定量特征化

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/97dd/10698593/360d1540d79e/rycan.230036.VA.jpg

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