Hospital of Special Surgery, 535 East 70(th) Street, New York, NY 10021, United States of America.
Medical College of Wisconsin, 8701 W Watertown Plank Rd, Milwaukee, WI 53226, United States of America.
Magn Reson Imaging. 2023 Feb;96:108-115. doi: 10.1016/j.mri.2022.12.007. Epub 2022 Dec 7.
Conventional quantitative diffusion-weighted imaging (DWI) is sensitive to changes in tissue microstructure, but its application to evaluating patients with orthopaedic hardware has generally been limited due to metallic susceptibility artifacts. The apparent diffusion coefficient (ADC) and T-values from a multi-spectral imaging (MSI) DWI combined with 2D multi-spectral imaging with a 2D periodically rotated overlapping parallel lines with enhanced reconstruction (2D-MSI PROPELLER DWI) based sequence and a MAVRIC based T mapping sequence, respectively, may mitigate the artifact and provide additional quantitative information on synovial reactions in individuals with total hip arthroplasty (THA). The aim of this pilot study is to utilize a 2D-MSI PROPELLER DWI and a MAVRIC-based T mapping to evaluate ADC and T-values of synovial reactions in patients with THA.
Coronal morphologic MRIs from THA patients underwent evaluation of the synovium and were assigned a synovial classification of 'normal', or 'grouped abnormal' (consisting of sub-groups 'infection', 'polymeric', 'metallosis', 'adverse local tissue reaction' [ALTR], or 'non-specific') and type of synovial reaction present (fluid-like, solid-like, or mixed). Regions of interest (ROIs) were placed in synovial reactions for measurement of ADC and T-values, obtained from the 2D-MSI PROPELLER DWI and T-MAVRIC sequences, respectively. A one-way analysis of variance (ANOVA) and Kruskal-Wallis rank sum tests were used to compare the differences in ADC and T-values across the different synovial reaction classifications. A Kruskal-Wallis test was used to compare the ROI areas for the ADC and T-values. A principal component analysis (PCA) was performed to evaluate the possible effects of ADC values, size of the ADC ROI, T-values, and size of the T ROI with respect to synovial reaction classification.
Differences of ADC and T among the individual synovial reactions were not found. A difference of ADC between 'normal' and 'grouped abnormal' synovial reactions was also not detected even as the ADC area of 'grouped abnormal' synovial reactions were significantly larger (p = 0.02). The 'grouped abnormal' synovial reactions had significantly shorter T-values than 'normal' synovial reactions (p = 0.02), and that the T area of 'grouped abnormal' synovial reactions were significantly larger (p = 0.01). A larger ROI area on the T-maps was observed in the mixed synovial reaction type as compared to the fluid-like reaction type area (p = 0.01). Heterogeneity was noted in calculated ADC and T maps. PCA analysis revealed obvious clustering by the 'normal' and 'grouped abnormal' classifications.
2D-MSI PROPELLER DWI and MAVRIC-T generate quantitative images of periprosthetic tissues within clinically feasible scan times. The combination of derived ADC and T-values with area of synovial reaction may aid in differentiating normal from abnormal synovial reactions between types of synovial reactions in patients with THA.
常规的定量扩散加权成像(DWI)对组织微观结构的变化敏感,但由于金属敏感性伪影,其在评估骨科硬件患者中的应用通常受到限制。来自多光谱成像(MSI)DWI 的表观扩散系数(ADC)和 T 值与 2D 多光谱成像相结合,具有 2D 周期性旋转重叠平行线增强重建(2D-MSI PROPELLER DWI)序列和基于 MAVRIC 的 T 映射序列,分别可能减轻伪影并提供关于全髋关节置换术(THA)患者滑膜反应的额外定量信息。本初步研究的目的是利用 2D-MSI PROPELLER DWI 和基于 MAVRIC 的 T 映射来评估 THA 患者滑膜反应的 ADC 和 T 值。
接受 THA 患者的冠状形态 MRI 进行滑膜评估,并对滑膜进行分类为“正常”或“分组异常”(由“感染”、“聚合体”、“金属病”、“不良局部组织反应”[ALTR]或“非特异性”)和存在的滑膜反应类型(液状、固体状或混合状)。在滑膜反应中放置感兴趣区域(ROI),以测量从 2D-MSI PROPELLER DWI 和 T-MAVRIC 序列获得的 ADC 和 T 值。使用单因素方差分析(ANOVA)和克鲁斯卡尔-沃利斯秩和检验比较不同滑膜反应分类之间 ADC 和 T 值的差异。使用克鲁斯卡尔-沃利斯检验比较 ADC 和 T 值的 ROI 区域。进行主成分分析(PCA)以评估 ADC 值、ADC ROI 大小、T 值和 T ROI 大小对滑膜反应分类的可能影响。
在个体滑膜反应之间未发现 ADC 和 T 的差异。即使“分组异常”滑膜反应的 ADC 区域明显更大(p=0.02),也未检测到“正常”和“分组异常”滑膜反应之间的 ADC 差异。“分组异常”滑膜反应的 T 值明显短于“正常”滑膜反应(p=0.02),并且“分组异常”滑膜反应的 T 区域明显更大(p=0.01)。与液状反应类型相比,混合滑膜反应类型的 T 图上观察到更大的 ROI 区域(p=0.01)。在计算的 ADC 和 T 图上观察到异质性。PCA 分析显示出“正常”和“分组异常”分类的明显聚类。
2D-MSI PROPELLER DWI 和 MAVRIC-T 在临床可行的扫描时间内生成假体周围组织的定量图像。滑膜反应的 ADC 和 T 值与面积的组合可能有助于区分 THA 患者滑膜反应的正常与异常。