Cao Qing, Han Xiaowei, Tang Dongping, Qian Hao, Yan Kun, Shi Xun, Li Yaowei, Zhang Jiangong
Department of Radiology, Guangzhou Xinhai Hospital, Guangzhou, China.
Department of Radiology, The Affiliated Drum Tower Hospital of Nanjing University Medical School, Nanjing, China.
Quant Imaging Med Surg. 2023 Oct 1;13(10):6503-6516. doi: 10.21037/qims-23-87. Epub 2023 Aug 18.
The incidence of Parkinson disease (PD) has been increasing each year. The development of new magnetic resonance imaging (MRI) technology can help understand its pathogenesis and identify more effective imaging-based biological indicators.
The clinical and MRI imaging data of 40 patients with PD and 40 healthy controls were analyzed. All participants underwent susceptibility-weighted imaging (SWI), neuromelanin-sensitive magnetic resonance imaging (NM-MRI), and T2*mapping sequence examination. The diagnostic value of single and combined multiparameter indicators was analyzed using the receiver operating characteristic curve.
Compared with the healthy control group, the PD group showed significant differences in the disappearance of bilateral "swallow tail sign", the distribution volume of melanocytes in the substantia nigra and the smaller volume in the bilateral substantia nigra, the maximum signal of the locus coeruleus and the smaller and average volume in the bilateral substantia nigra, and the values of T2* and R2* in the bilateral substantia nigra (P<0.01). The maximum and smaller value and the average value of the bilateral locus coeruleus signal were negatively correlated with the disease course duration (P<0.05), and the smaller distribution volume of the melanin neurons in the bilateral substantia nigra was negatively correlated with Hoehn and Yahr (H-Y) grade (P<0.05). In the joint diagnosis with multiple indicators, some composite parameters were found to be negatively correlated with H-Y grading (P<0.05), while others were negatively correlated with disease course duration (P<0.05). Joint use of multiple parameter indicators greatly improved diagnostic efficacy [area under the curve (AUC) =0.958].
The distribution volume of melanin in substantia nigra and the maximum value of locus coeruleus signal may be the biological imaging indicators for the early diagnosis, severity, and follow-up evaluation of PD. Compared with a single indicator, composite indicators used in combination with multiple techniques have a significantly better diagnostic efficacy for PD.
帕金森病(PD)的发病率逐年上升。新型磁共振成像(MRI)技术的发展有助于了解其发病机制,并识别出更有效的基于影像学的生物学指标。
分析40例PD患者和40例健康对照者的临床及MRI影像资料。所有参与者均接受了磁敏感加权成像(SWI)、神经黑色素敏感磁共振成像(NM-MRI)和T2*映射序列检查。采用受试者工作特征曲线分析单参数指标及联合多参数指标的诊断价值。
与健康对照组相比,PD组在双侧“燕尾征”消失、黑质中黑色素细胞分布体积及双侧黑质体积减小、蓝斑最大信号及双侧黑质体积减小和平均体积、双侧黑质T2和R2值方面存在显著差异(P<0.01)。双侧蓝斑信号的最大值、最小值及平均值与病程呈负相关(P<0.05),双侧黑质中黑色素神经元分布体积减小与Hoehn和Yahr(H-Y)分级呈负相关(P<0.05)。在多指标联合诊断中,发现一些复合参数与H-Y分级呈负相关(P<0.05),而另一些与病程呈负相关(P<0.05)。联合使用多参数指标大大提高了诊断效能[曲线下面积(AUC)=0.958]。
黑质中黑色素分布体积及蓝斑信号最大值可能是PD早期诊断、病情严重程度及随访评估的生物学影像指标。与单一指标相比,多种技术联合使用的复合指标对PD具有显著更好的诊断效能。