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多波段技术对乳腺肿瘤时间扩散光谱学的影响及其诊断价值

Influence of Multiband Technique on Temporal Diffusion Spectroscopy and Its Diagnostic Value in Breast Tumors.

作者信息

Ding Jie, Zhang Zhen, Xiao Hongyan, Zhi Lijia, Yue Xiuzheng, Chen Dazhi, Zhu Rongrong, Yang Lili, You Chao, Gu Yajia

机构信息

Shanghai Institute of Medical Imaging, Shanghai, China.

Medical Imaging Center, People's Hospital of Ningxia Hui Autonomous Region, Yinchuan, China.

出版信息

J Magn Reson Imaging. 2025 Jul;62(1):103-113. doi: 10.1002/jmri.29715. Epub 2025 Jan 31.

Abstract

BACKGROUND

Temporal diffusion spectroscopy (TDS) is a noninvasive diffusion imaging technique used to characterizing cellular microstructures. The influence of multiband (MB) on TDS, particularly in breast tumor imaging remain unknown.

PURPOSE

To investigate the influence of MB on TDS in terms of scanning time, image quality, and quantitative parameters and to assess the diagnostic value of TDS with MB in breast tumors.

STUDY TYPE

Prospective.

POPULATION

Seventy-one women with 71 confirmed lesions.

FIELD STRENGTH/SEQUENCE: 3.0 T; oscillating gradient spin-echo (OGSE), OGSE with MB, and pulsed gradient spin-echo, and routine magnetic resonance imaging squences.

ASSESSMENT

TDS with MB was used to assess diagnostic efficacy in differentiating benign and malignant tumors. A comparison of scanning time and image quality was performed in 17 patients. Imaging parameters were analyzed using limited spectrally edited diffusion (IMPULSED) and apparent diffusion coefficient (ADC) values were compared between MB and non-MB protocols. The cell diameter from TDS was compared with histopathological measurements in 21 patients.

STATISTICAL TESTS

Bland-Altman plot, paired t test, Mann-Whitney U test, kappa test, DeLong's test, intraclass correlation coefficient agreement, receiver operating characteristic curve, area under the curve (AUC), and simple linear regression, with statistical significance set at P < 0.05.

RESULTS

The TDS with MB protocol had a shorter average scanning time than that without MB protocol (7 minutes 22 seconds vs. 12 minutes 28 seconds); image quality was improved by reducing image artifacts. Most IMPULSED parameters and ADC values did not significantly differ between the MB and non-MB protocols (P = 0.23, P = 0.17). The IMPULSED parameters of cellularity and intracellular volume fraction achieved the highest AUC values for distinguishing breast tumors (0.865 and 0.821, respectively), surpassing the diagnostic efficiency of conventional ADC-1000 (0.776). The correlation between IMPULSED parameters and microscopic cell size was strong (r = 0.842).

DATA CONCLUSION

The MB technique improved the TDS protocol's efficiency and reduced the image artifacts. TDS parameters correlated with pathological findings and showed good performance in differentiating benign from malignant breast tumors.

PLAIN LANGUAGE SUMMARY

We explored the impact of simultaneous multislice acquisition technology on temporal diffusion spectroscopy (TDS) and whether combining this method could help distinguish benign from malignant breast tumors. Our findings showed that simultaneous multislice acquisition technology shortened the scanning time and improved image quality by reducing motion-related issues. Additionally, measurements of cell size using simultaneous multislice acquisition technology matched well with results from pathology tests. Overall, our study suggests that simultaneous multislice acquisition enhanced TDS could make breast cancer diagnosis more accurate and efficient, offering good advantages compared to conventional imaging methods.

LEVEL OF EVIDENCE

2 TECHNICAL EFFICACY: Stage 2.

摘要

背景

时间分辨扩散谱(TDS)是一种用于表征细胞微观结构的无创扩散成像技术。多频段(MB)对TDS的影响,尤其是在乳腺肿瘤成像中的影响尚不清楚。

目的

研究MB对TDS在扫描时间、图像质量和定量参数方面的影响,并评估MB-TDS在乳腺肿瘤中的诊断价值。

研究类型

前瞻性研究。

研究对象

71例患有71个确诊病变的女性。

场强/序列:3.0 T;振荡梯度自旋回波(OGSE)、带MB的OGSE、脉冲梯度自旋回波以及常规磁共振成像序列。

评估

使用带MB的TDS评估鉴别良性和恶性肿瘤的诊断效能。对17例患者的扫描时间和图像质量进行比较。使用有限频谱编辑扩散(IMPULSED)分析成像参数,并比较MB和非MB方案之间的表观扩散系数(ADC)值。在21例患者中,将TDS得出的细胞直径与组织病理学测量结果进行比较。

统计检验

Bland-Altman图、配对t检验、Mann-Whitney U检验、kappa检验、DeLong检验、组内相关系数一致性、受试者操作特征曲线、曲线下面积(AUC)以及简单线性回归,设定P < 0.05为具有统计学意义。

结果

与不带MB方案相比,带MB方案的TDS平均扫描时间更短(7分22秒 vs. 12分28秒);通过减少图像伪影提高了图像质量。MB和非MB方案之间的大多数IMPULSED参数和ADC值无显著差异(P = 0.23,P = 0.17)。细胞密度和细胞内体积分数的IMPULSED参数在鉴别乳腺肿瘤方面达到了最高的AUC值(分别为0.865和0.821),超过了传统ADC-1000的诊断效率(0.776)。IMPULSED参数与微观细胞大小之间的相关性很强(r = 0.842)。

数据结论

MB技术提高了TDS方案的效率并减少了图像伪影。TDS参数与病理结果相关,在鉴别乳腺良性和恶性肿瘤方面表现良好。

通俗易懂的总结

我们探讨了同时多层采集技术对时间分辨扩散谱(TDS)的影响,以及这种方法的联合使用是否有助于鉴别乳腺良性和恶性肿瘤。我们的研究结果表明,同时多层采集技术缩短了扫描时间,并通过减少与运动相关的问题提高了图像质量。此外,使用同时多层采集技术测量的细胞大小与病理测试结果匹配良好。总体而言,我们的研究表明,增强TDS的同时多层采集可以使乳腺癌诊断更加准确和高效,与传统成像方法相比具有明显优势。

证据级别

2级 技术效能:2级

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dedb/12179364/681822c24984/JMRI-62-103-g005.jpg

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