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合成与采集的高值扩散加权磁共振成像在前列腺癌检测中的比较。

Comparison of synthesized and acquired high -value diffusion-weighted MRI for detection of prostate cancer.

作者信息

Kallis Karoline, Conlin Christopher C, Zhong Allison Y, Hussain Troy S, Chatterjee Aritrick, Karczmar Gregory S, Rakow-Penner Rebecca, Dale Anders, Seibert Tyler

出版信息

medRxiv. 2023 Feb 18:2023.02.17.23286100. doi: 10.1101/2023.02.17.23286100.

Abstract

BACKGROUND

High -value diffusion-weighted images (DWI) are used for detection of clinically significant prostate cancer (csPCa). To decrease scan time and improve signal-to-noise ratio, high -value (>1000 s/mm ) images are often synthesized instead of acquired.

PURPOSE

Qualitatively and quantitatively compare synthesized DWI (sDWI) to acquired (aDWI) for detection of csPCa.

STUDY TYPE

Retrospective.

SUBJECTS

151 consecutive patients who underwent prostate MRI and biopsy.

SEQUENCE

Axial DWI with =0, 500, 1000, and 2000 s/mm using a 3T clinical scanner using a 32-channel phased-array body coil.

ASSESSMENT

We synthesized DWI for =2000 s/mm via extrapolation based on monoexponential decay, using =0 and =500 s/mm (sDWI ) and =0, =500, and =1000 s/mm (sDWI ). Differences between sDWI and aDWI were evaluated within regions of interest (ROIs). The maximum DWI value within each ROI was evaluated for prediction of csPCa. Classification accuracy was also compared to Restriction Spectrum Imaging restriction score (RSIrs), a previously validated biomarker based on multi-exponential DWI.

STATISTICAL TESTS

Discrimination of csPCa was evaluated via area under the receiver operating characteristic curve (AUC). Statistical significance was assessed using bootstrap difference (two-sided α=0.05).

RESULTS

Within the prostate, mean ± standard deviation of percent mean differences between sDWI and aDWI signal were -46±35% for sDWI and -67±24% for sDWI . AUC for aDWI, sDWI sDWI , and RSIrs within the prostate 0.62[95% confidence interval: 0.53, 0.71], 0.63[0.54, 0.72], 0.65[0.56, 0.73] and 0.78[0.71, 0.86], respectively. When considering the whole field of view, classification accuracy and qualitative image quality decreased notably for sDWI compared to aDWI and RSIrs.

DATA CONCLUSION

sDWI is qualitatively comparable to aDWI within the prostate. However, hyperintense artifacts are introduced with sDWI in the surrounding pelvic tissue that interfere with quantitative cancer detection and might mask metastases. In the prostate, RSIrs yields superior quantitative csPCa detection than sDWI or aDWI.

摘要

背景

高值扩散加权成像(DWI)用于检测具有临床意义的前列腺癌(csPCa)。为了减少扫描时间并提高信噪比,高值(>1000 s/mm²)图像通常通过合成而非采集获得。

目的

定性和定量比较合成DWI(sDWI)与采集的DWI(aDWI)在检测csPCa方面的性能。

研究类型

回顾性研究。

研究对象

151例连续接受前列腺MRI检查和活检的患者。

序列

使用3T临床扫描仪和32通道相控阵体线圈进行轴位DWI扫描,b值分别为0、500、1000和2000 s/mm²。

评估

我们基于单指数衰减外推法,利用b值为0和500 s/mm²(sDWI₁)以及b值为0、500和1000 s/mm²(sDWI₂)合成b值为2000 s/mm²的DWI。在感兴趣区域(ROI)内评估sDWI与aDWI之间的差异。评估每个ROI内的最大DWI值以预测csPCa。还将分类准确率与限制谱成像限制评分(RSIrs)进行比较,RSIrs是一种基于多指数DWI的先前验证的生物标志物。

统计检验

通过受试者操作特征曲线下面积(AUC)评估csPCa的辨别能力。使用自助抽样差异评估统计学意义(双侧α = 0.05)。

结果

在前列腺内,sDWI₁的sDWI与aDWI信号的平均百分比差异的均值±标准差为-46±35%,sDWI₂为-67±24%。前列腺内aDWI、sDWI₁、sDWI₂和RSIrs的AUC分别为0.62[95%置信区间:0.53, 0.71]、0.63[0.54, 0.72]、0.65[0.56, 0.73]和0.78[0.71, 0.86]。当考虑整个视野时,与aDWI和RSIrs相比,sDWI的分类准确率和定性图像质量显著下降。

数据结论

在前列腺内,sDWI与aDWI在定性上具有可比性。然而,sDWI会在周围盆腔组织中引入高强度伪影,干扰癌症的定量检测并可能掩盖转移灶。在前列腺中,RSIrs在定量检测csPCa方面比sDWI或aDWI更具优势。

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