Departments of Radiology and Medical Physics, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Med Phys. 2022 Apr;49(4):2774-2793. doi: 10.1002/mp.15246. Epub 2021 Oct 8.
Diffusion MRI has enormous potential and utility in the evaluation of various abdominal and pelvic disease processes including cancer and noncancer imaging of the liver, prostate, and other organs. Quantitative diffusion MRI is based on acquisitions with multiple diffusion encodings followed by quantitative mapping of diffusion parameters that are sensitive to tissue microstructure. Compared to qualitative diffusion-weighted MRI, quantitative diffusion MRI can improve standardization of tissue characterization as needed for disease detection, staging, and treatment monitoring. However, similar to many other quantitative MRI methods, diffusion MRI faces multiple challenges including acquisition artifacts, signal modeling limitations, and biological variability. In abdominal and pelvic diffusion MRI, technical acquisition challenges include physiologic motion (respiratory, peristaltic, and pulsatile), image distortions, and low signal-to-noise ratio. If unaddressed, these challenges lead to poor technical performance (bias and precision) and clinical outcomes of quantitative diffusion MRI. Emerging and novel technical developments seek to address these challenges and may enable reliable quantitative diffusion MRI of the abdomen and pelvis. Through systematic validation in phantoms, volunteers, and patients, including multicenter studies to assess reproducibility, these emerging techniques may finally demonstrate the potential of quantitative diffusion MRI for abdominal and pelvic imaging applications.
扩散 MRI 在评估各种腹部和盆腔疾病过程中具有巨大的潜力和应用价值,包括癌症和非癌症成像的肝脏、前列腺和其他器官。定量扩散 MRI 基于具有多个扩散编码的采集,然后对扩散参数进行定量映射,这些参数对组织微观结构敏感。与定性扩散加权 MRI 相比,定量扩散 MRI 可以提高组织特征化的标准化程度,从而满足疾病检测、分期和治疗监测的需要。然而,与许多其他定量 MRI 方法一样,扩散 MRI 面临着多种挑战,包括采集伪影、信号建模限制和生物学变异性。在腹部和盆腔扩散 MRI 中,技术采集挑战包括生理运动(呼吸、蠕动和脉动)、图像扭曲和低信噪比。如果不加以解决,这些挑战会导致定量扩散 MRI 的技术性能(偏差和精度)和临床结果不佳。新兴和新颖的技术发展旨在解决这些挑战,并可能实现腹部和盆腔的可靠定量扩散 MRI。通过在体模、志愿者和患者中进行系统验证,包括评估可重复性的多中心研究,这些新兴技术最终可能会展示定量扩散 MRI 在腹部和盆腔成像应用中的潜力。