Landman Bennett A, Farrell Jonathan A D, Jones Craig K, Smith Seth A, Prince Jerry L, Mori Susumu
Department of Biomedical Engineering, The Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA.
Neuroimage. 2007 Jul 15;36(4):1123-38. doi: 10.1016/j.neuroimage.2007.02.056. Epub 2007 Apr 4.
Diffusion tensor imaging (DTI) is used to study tissue composition and architecture in vivo. To increase the signal to noise ratio (SNR) of DTI contrasts, studies typically use more than the minimum of 6 diffusion weighting (DW) directions or acquire repeated observations of the same set of DW directions. Simulation-based studies have sought to optimize DTI acquisitions and suggest that increasing the directional resolution of a DTI dataset (i.e., the number of distinct directions) is preferable to repeating observations, in an equal scan time comparison. However, it is not always clear how to translate these recommendations into practice when considering physiological noise and scanner stability. Furthermore, the effect of different DW schemes on in vivo DTI findings is not fully understood. This study characterizes how the makeup of a DW scheme, in terms of the number of directions, impacts the precision and accuracy of in vivo fractional anisotropy (FA), mean diffusivity (MD), and principal eigenvector (PEV) findings. Orientation dependence of DTI reliability is demonstrated in vivo and a principled theoretical framework is provided to support and interpret findings with simulation results. As long as sampling orientations are well balanced, differences in DTI contrasts due to different DW schemes are shown to be small relative to intra-session variability. These differences are accentuated at low SNR, while minimized at high SNR. This result suggests that typical clinical studies, which use similar protocols but different well-balanced DW schemes, are readily comparable within the experimental precision.
扩散张量成像(DTI)用于在体内研究组织成分和结构。为了提高DTI对比的信噪比(SNR),研究通常使用超过最少6个扩散加权(DW)方向,或者获取同一组DW方向的重复观测值。基于模拟的研究试图优化DTI采集,并表明在相同扫描时间的比较中,提高DTI数据集的方向分辨率(即不同方向的数量)比重复观测更可取。然而,在考虑生理噪声和扫描仪稳定性时,如何将这些建议转化为实际操作并不总是清晰的。此外,不同DW方案对体内DTI结果的影响尚未完全了解。本研究描述了DW方案的构成(就方向数量而言)如何影响体内分数各向异性(FA)、平均扩散率(MD)和主特征向量(PEV)结果的精度和准确性。在体内证明了DTI可靠性的方向依赖性,并提供了一个有原则的理论框架来支持和解释模拟结果的发现。只要采样方向平衡良好,不同DW方案导致的DTI对比差异相对于会话内变异性来说较小。这些差异在低SNR时会加剧,而在高SNR时会最小化。这一结果表明,使用相似方案但不同平衡良好的DW方案的典型临床研究,在实验精度范围内很容易进行比较。