Division of Medicine, Centre for Medical Imaging, University College London (UCL), London, UK.
Wingate Institute of Neurogastroenterology, Neuroscience and Trauma, Queen Mary University of London (QMUL), London, UK.
Abdom Radiol (NY). 2021 Oct;46(10):4660-4670. doi: 10.1007/s00261-021-03168-8. Epub 2021 Jun 20.
MR elastography and magnetization-tagging use liver stiffness (LS) measurements to diagnose fibrosis but require physical drivers, specialist sequences and post-processing. Here we evaluate non-rigid registration of dynamic two-dimensional cine MRI images to measure cardiac-induced liver deformation (LD) as a measure of LS by (i) assessing preclinical proof-of-concept, (ii) clinical reproducibility and inter-reader variability, (iii) the effects of hepatic hemodynamic changes and (iv) feasibility in patients with cirrhosis.
Sprague-Dawley rats (n = 21 bile duct ligated (BDL), n = 17 sham-operated controls) and fasted patients with liver cirrhosis (n = 11) and healthy volunteers (HVs, n = 10) underwent spoiled gradient-echo short-axis cardiac cine MRI studies at 9.4 T (rodents) and 3.0 T (humans). LD measurements were obtained from intrahepatic sub-cardiac regions-of-interest close to the diaphragmatic margin. One-week reproducibility and prandial stress induced hemodynamic changes were assessed in healthy volunteers.
Normalized LD was higher in BDL (1.304 ± 0.062) compared with sham-operated rats (1.058 ± 0.045, P = 0.0031). HV seven-day reproducibility Bland-Altman (BA) limits-of-agreement (LoAs) were ± 0.028 a.u. and inter-reader variability BA LoAs were ± 0.030 a.u. Post-prandial LD increases were non-significant (+ 0.0083 ± 0.0076 a.u., P = 0.3028) and uncorrelated with PV flow changes (r = 0.42, p = 0.2219). LD measurements successfully obtained from all patients were not significantly higher in cirrhotics (0.102 ± 0.0099 a.u.) compared with HVs (0.080 ± 0.0063 a.u., P = 0.0847).
Cardiac-induced LD is a conceptually reasonable approach from preclinical studies, measurements demonstrate good reproducibility and inter-reader variability, are less likely to be affected by hepatic hemodynamic changes and are feasible in patients with cirrhosis.
磁共振弹性成像和磁化标记使用肝脏硬度(LS)测量来诊断纤维化,但需要物理驱动器、专业序列和后处理。在这里,我们通过(i)评估临床前概念验证,(ii)临床可重复性和读者间可变性,(iii)肝血流变化的影响以及(iv)肝硬化患者的可行性,来评估动态二维电影 MRI 图像的非刚性配准,以测量心脏诱导的肝变形(LD)作为 LS 的指标。
Sprague-Dawley 大鼠(胆管结扎(BDL)n=21,假手术对照 n=17)和空腹肝硬化患者(n=11)和健康志愿者(HV,n=10)在 9.4 T(大鼠)和 3.0 T(人类)进行超速梯度回波短轴心脏电影 MRI 研究。LD 测量是从靠近横膈膜边缘的肝内心脏区域获得的。在健康志愿者中评估了一周的可重复性和餐前应激诱导的血流动力学变化。
与假手术大鼠(1.058±0.045,P=0.0031)相比,BDL 大鼠的归一化 LD 更高(1.304±0.062)。HV 七天可重复性 Bland-Altman(BA)一致性界限(LoA)为±0.028 a.u.,读者间可变性 BA LoA 为±0.030 a.u.。餐后 LD 增加不显著(+0.0083±0.0076 a.u.,P=0.3028),与 PV 流量变化无关(r=0.42,p=0.2219)。从所有患者成功获得的 LD 测量值在肝硬化患者中(0.102±0.0099 a.u.)与 HVs 相比(0.080±0.0063 a.u.,P=0.0847)并不显著更高。
心脏诱导的 LD 是一种来自临床前研究的合理方法,测量结果具有良好的可重复性和读者间可变性,不太可能受到肝血流动力学变化的影响,并且在肝硬化患者中是可行的。