Time-Dependent Diffusion in Prostate Cancer

有效扩散系数 前列腺癌 磁共振弥散成像 前列腺 部分各向异性 磁共振成像 扩散 医学 核医学 核磁共振 癌症 放射科 内科学 物理 热力学
作者
Gregory Lemberskiy,Andrew B. Rosenkrantz,Jelle Veraart,Samir S. Taneja,Dmitry S. Novikov,Els Fieremans
出处
期刊:Investigative Radiology [Ovid Technologies (Wolters Kluwer)]
卷期号:52 (7): 405-411 被引量:66
标识
DOI:10.1097/rli.0000000000000356
摘要

Objective Prior studies in prostate diffusion-weighted magnetic resonance imaging (MRI) have largely explored the impact of b -value and diffusion directions on estimated diffusion coefficient D . Here we suggest varying diffusion time, t , to study time-dependent D ( t ) in prostate cancer, thereby adding an extra dimension in the development of prostate cancer biomarkers. Methods Thirty-eight patients with peripheral zone prostate cancer underwent 3-T MRI using an external-array coil and a diffusion-weighted image sequence acquired for b = 0, as well as along 12 noncollinear gradient directions for b = 500 s/mm 2 using stimulated echo acquisition mode (STEAM) diffusion tensor imaging (DTI). For this sequence, 6 diffusion times ranging from 20.8 to 350 milliseconds were acquired. Tumors were classified as low-grade (Gleason score [GS] 3 + 3; n = 11), intermediate-grade (GS 3 + 4; n = 16), and high-grade (GS ≥4 + 3; n = 11). Benign peripheral zone and transition zone were also studied. Results Apparent diffusion coefficient (ADC) D ( t ) decreased with increasing t in all zones of the prostate, though the rate of decay in D ( t ) was different between sampled zones. Analysis of variance and area under the curve analyses suggested better differentiation of tumor grades at shorter t . Fractional anisotropy (FA) increased with t for all regions of interest. On average, highest FA was observed within GS 3 + 3 tumors. Conclusions There is a measurable time dependence of ADC in prostate cancer, which is dependent on the underlying tissue and Gleason score. Therefore, there may be an optimal selection of t for prediction of tumor grade using ADC. Controlling t should allow ADC to achieve greater reproducibility between different sites and vendors. Intentionally varying t enables targeted exploration of D ( t ), a previously overlooked biophysical phenomenon in the prostate. Its further microstructural understanding and modeling may lead to novel diffusion-derived biomarkers.
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