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基于扩散时间依赖的扩散峰度成像测量肿瘤细胞间质水交换时间。

Measurement of cellular-interstitial water exchange time in tumors based on diffusion-time-dependent diffusional kurtosis imaging.

机构信息

Center for Biomedical Imaging (CBI), Center for Advanced Imaging Innovation and Research (CAI2R), Department of Radiology, New York University School of Medicine, New York, New York, USA.

Department of Radiology, Weill Cornell Medical College, New York, New York, USA.

出版信息

NMR Biomed. 2021 Jun;34(6):e4496. doi: 10.1002/nbm.4496. Epub 2021 Feb 25.

Abstract

PURPOSE

To assess the feasibility of using diffusion-time-dependent diffusional kurtosis imaging (tDKI) to measure cellular-interstitial water exchange time (τ ) in tumors, both in animals and in humans.

METHODS

Preclinical tDKI studies at 7 T were performed with the GL261 glioma model and the 4T1 mammary tumor model injected into the mouse brain. Clinical studies were performed at 3 T with women who had biopsy-proven invasive ductal carcinoma. tDKI measurement was conducted using a diffusion-weighted STEAM pulse sequence with multiple diffusion times (20-800 ms) at a fixed echo time, while keeping the b-values the same (0-3000 s/mm ) by adjusting the diffusion gradient strength. The tDKI data at each diffusion time t were used for a weighted linear least-squares fit method to estimate the diffusion-time-dependent diffusivity, D(t), and diffusional kurtosis, K(t).

RESULTS

Both preclinical and clinical studies showed that, when diffusion time t ≥ 200 ms, D(t) did not have a noticeable change while K(t) decreased monotonically with increasing diffusion time in tumors and t ≥ 100 ms for the cortical ribbon of the mouse brain. The estimated τ averaged median and interquartile range (IQR) of GL261 and 4T1 tumors were 93 (IQR = 89) ms and 68 (78) ms, respectively. For the cortical ribbon, the estimated τ averaged median and IQR were 41 (34) ms for C57BL/6 and 30 (17) ms for BALB/c. For invasive ductal carcinoma, the estimated τ median and IQR of the two breast cancers were 70 (94) and 106 (92) ms.

CONCLUSION

The results of this proof-of-concept study substantiate the feasibility of using tDKI to measure cellular-interstitial water exchange time without using an exogenous contrast agent.

摘要

目的

评估扩散时间依赖性扩散峰度成像(tDKI)测量肿瘤中细胞间质水交换时间(τ)的可行性,包括在动物和人体中的应用。

方法

在 7T 下进行了预临床 tDKI 研究,使用 GL261 神经胶质瘤模型和注射到小鼠脑内的 4T1 乳腺肿瘤模型进行。在 3T 下进行了临床研究,研究对象为经活检证实患有浸润性导管癌的女性。tDKI 测量使用扩散加权 STEAM 脉冲序列进行,该序列在固定的回波时间下使用多个扩散时间(20-800ms),通过调整扩散梯度强度使 b 值保持相同(0-3000s/mm )。在每个扩散时间 t 下,使用加权线性最小二乘拟合方法来估计扩散时间依赖性扩散率 D(t)和扩散峰度 K(t)。

结果

临床前和临床研究均表明,当扩散时间 t≥200ms 时,D(t) 没有明显变化,而 K(t) 在肿瘤中随扩散时间的增加单调下降,在小鼠脑皮质带中 t≥100ms。GL261 和 4T1 肿瘤的平均中位值和四分位距(IQR)τ 分别为 93(IQR=89)ms 和 68(78)ms。对于皮质带,C57BL/6 和 BALB/c 的平均中位值和 IQRτ 分别为 41(34)ms 和 30(17)ms。对于浸润性导管癌,两种乳腺癌的平均中位值和 IQRτ 分别为 70(94)ms 和 106(92)ms。

结论

本概念验证研究的结果证实了使用 tDKI 测量细胞间质水交换时间的可行性,而无需使用外源性对比剂。

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