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使用限制光谱成像对T进行定量测量在检测具有临床意义的前列腺癌中的应用。

Utility of quantitative measurement of T using restriction spectrum imaging for detection of clinically significant prostate cancer.

作者信息

Rojo Domingo Mariluz, Conlin Christopher C, Karunamuni Roshan, Ollison Courtney, Baxter Madison T, Kallis Karoline, Do Deondre D, Song Yuze, Kuperman Joshua, Shabaik Ahmed S, Hahn Michael E, Murphy Paul M, Rakow-Penner Rebecca, Dale Anders M, Seibert Tyler M

机构信息

Department of Bioengineering, University of California San Diego Jacobs School of Engineering, La Jolla, CA, USA.

Department of Radiation Medicine and Applied Sciences, University of California San Diego School of Medicine, La Jolla, CA, USA.

出版信息

Sci Rep. 2024 Dec 28;14(1):31318. doi: 10.1038/s41598-024-82742-8.

Abstract

The Restriction Spectrum Imaging restriction score (RSIrs) has been shown to improve the accuracy for diagnosis of clinically significant prostate cancer (csPCa) compared to standard DWI. Both diffusion and T properties of prostate tissue contribute to the signal measured in DWI, and studies have demonstrated that each may be valuable for distinguishing csPCa from benign tissue. The purpose of this retrospective study was to (1) determine whether prostate T varies across RSI compartments and in the presence of csPCa, and (2) evaluate whether csPCa detection with RSIrs is improved by acquiring multiple scans at different TEs to measure compartmental T (cT). Data includes two cohorts scanned for csPCa with 3T multi-b-value diffusion-weighted sequences acquired at multiple TEs. cT values were computed from multi-TE RSI data and compared by compartment. CsPCa detection was compared between RSIrs and a logistic regression model (LRM) to predict the probability of csPCa using cT in combination with RSI measurements. Two-sample t-tests (α = 0.05) and the area under the receiver operating characteristic curve (AUC) were used for the statistical analyses. In both cohorts, T was different (p < 0.05) across the four RSI compartments (C C C C). Voxel-level, cohort 1: T was different in csPCa for C C C (p < 0.001). Patient-level, cohort 1: T was different in csPCa patients in C (p = 0.02); cohort 2: T differed in csPCa patients in C (p = 0.01), C (p = 0.01) and C (p < 0.01). Voxel-level csPCa detection: cT did not improve discrimination over RSIrs alone (p = 0.9). Patient-level: RSIrs and the LRM performed better than diffusion alone (p < 0.001), but the difference in AUCs between RSIrs and the LRM was not significantly different (p = 0.54). In conclusion, significant differences in cT were observed between normal and cancerous prostatic tissue. With our data, however, consideration of cT in addition to diffusion did not significantly improve cancer detection performance.

摘要

与标准扩散加权成像(DWI)相比,限制谱成像限制评分(RSIrs)已被证明能提高临床显著性前列腺癌(csPCa)诊断的准确性。前列腺组织的扩散和T特性均对DWI中测得的信号有贡献,并且研究表明,二者对于区分csPCa和良性组织均可能具有价值。这项回顾性研究的目的是:(1)确定前列腺T在RSI各分区之间以及在存在csPCa的情况下是否存在差异;(2)评估通过在不同回波时间(TE)获取多次扫描以测量分区T(cT),RSIrs对csPCa的检测是否得到改善。数据包括两个队列,这些队列采用3T多b值扩散加权序列在多个TE下进行扫描以检测csPCa。从多TE RSI数据计算cT值并按分区进行比较。比较了RSIrs和逻辑回归模型(LRM)在使用cT结合RSI测量来预测csPCa概率方面对csPCa的检测情况。采用双样本t检验(α = 0.05)和受试者工作特征曲线下面积(AUC)进行统计分析。在两个队列中,四个RSI分区(C1、C2、C3、C4)的T均存在差异(p < 0.05)。在体素水平,队列1:在C1、C2、C3中,csPCa的T存在差异(p < 0.001)。在患者水平,队列1:C1中csPCa患者的T存在差异(p = 0.02);队列2:C1(p = 0.01)、C2(p = 0.01)和C3(p < 0.01)中csPCa患者的T存在差异。在体素水平的csPCa检测中:cT单独使用时相比RSIrs并没有提高鉴别能力(p = 0.9)。在患者水平:RSIrs和LRM的表现均优于单独的扩散加权成像(p < 0.001),但RSIrs和LRM之间的AUC差异无统计学意义(p = 0.54)。总之,正常和癌性前列腺组织之间观察到cT存在显著差异。然而,根据我们的数据,除扩散加权成像外考虑cT并未显著提高癌症检测性能。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d156/11682432/65bef44e90f9/41598_2024_82742_Fig1_HTML.jpg

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