Liu Saifeng, Wang Chaoyue, Zhang Xiaoqi, Zuo Panli, Hu Jiani, Haacke E Mark, Ni Hongyan
The MRI Institute for Biomedical Research, Bingham Farms, MI, USA.
School of Biomedical Engineering, McMaster University, Hamilton, ON, Canada.
Quant Imaging Med Surg. 2018 Mar;8(2):123-134. doi: 10.21037/qims.2018.03.02.
The quantification of liver iron concentration (LIC) is important for the monitoring of the body iron level in patients with iron overload. Conventionally, LIC is quantified through R2 or R2* mapping using MRI. In this paper, we demonstrate an alternative approach for LIC quantification through measuring the apparent susceptibility of hepatic vessels using quantitative susceptibility mapping (QSM).
QSM was performed in the liver region with the iterative susceptibility weighted imaging and mapping (iSWIM) algorithm, using the geometry of the vessels extracted from magnitude images as constraints. The susceptibilities of liver tissue were estimated from the apparent susceptibility of the hepatic veins and then converted to LIC. The accuracy of the proposed method was first validated using simulations, and then confirmed using data collected on 8 healthy controls and 11 patients at 3T. The effects of data acquisition parameters were studied using simulations, and the LICs estimated using QSM were compared with those estimated using R2* mapping.
Simulation results showed that the use of a 3D data acquisition protocol with higher image resolution led to improved accuracy in LIC quantification using QSM. Both simulations and data results demonstrated that the LICs estimated using the proposed QSM method agreed well with those estimated using R2* mapping. With the shortest echo time being 2.5ms in the multi-echo gradient echo sequence, simulations results showed that LIC up to 12.45 mg iron/g dry tissue can be quantified using the proposed QSM method. For the data, the highest LIC measured was 11.32 mg iron/g dry tissue.
The proposed method offers a reliable and flexible way to quantify LIC and has the potential to extend the range of LIC that can be accurately measured using R2* and QSM.
肝脏铁浓度(LIC)的定量对于监测铁过载患者的体内铁水平至关重要。传统上,LIC是通过磁共振成像(MRI)的R2或R2* 映射来定量的。在本文中,我们展示了一种通过使用定量磁化率映射(QSM)测量肝血管的表观磁化率来进行LIC定量的替代方法。
使用从幅度图像中提取的血管几何形状作为约束条件,通过迭代磁化率加权成像和映射(iSWIM)算法在肝脏区域进行QSM。从肝静脉的表观磁化率估计肝脏组织的磁化率,然后将其转换为LIC。首先使用模拟验证所提出方法的准确性,然后使用在3T下收集的8名健康对照者和11名患者的数据进行确认。使用模拟研究数据采集参数的影响,并将使用QSM估计的LIC与使用R2* 映射估计的LIC进行比较。
模拟结果表明,使用具有更高图像分辨率的3D数据采集协议可提高使用QSM进行LIC定量的准确性。模拟和数据结果均表明,使用所提出的QSM方法估计的LIC与使用R2* 映射估计的LIC非常吻合。在多回波梯度回波序列中最短回波时间为2.5ms的情况下,模拟结果表明,使用所提出的QSM方法可以定量高达12.45mg铁/克干组织的LIC。对于数据,测量到的最高LIC为11.32mg铁/克干组织。
所提出的方法提供了一种可靠且灵活的LIC定量方法,并且有可能扩展使用R2* 和QSM可以准确测量的LIC范围。