White Matter Fiber Bundle Alterations Correlate with Gait and Cognitive Impairments in Parkinson's Disease based on HARDI Data.

IF 1.1 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
Lining Dong, Mingkai Zhang, Zheng Wang, Ying Yan, Ran An, Zhenchang Wang, Xuan Wei
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引用次数: 0

Abstract

Background: The neuroanatomical basis of white matter fiber tracts in gait impairments in individuals suffering from Parkinson's Disease (PD) is unclear.

Methods: Twenty-four individuals living with PD and 29 Healthy Controls (HCs) were included. For each participant, two-shell High Angular Resolution Diffusion Imaging (HARDI) and high-resolution 3D structural images were acquired using the 3T MRI. Diffusion-weighted data preprocessing was performed using the orientation distribution function to trace the main fiber tracts in PD individuals. Clinical characteristics between the two groups were compared, and the correlation between the FA value and behavioral data was analyzed. Quantitative gait and clinical parameters were recorded in PD at ON and OFF states, respectively.

Results: The mean tract-specific FA values of the right Cingulum Cingulate (rCC) were statistically different between the PD group and the HC group (p =0.047). The FA value of 34-58 equidistant nodes in rCC was positively correlated with Mini-Mental State Examination (MMSE) (r=0.527, p=0.024), Berg Balance Scale (BBS)-OFF (r=0.480, p =0.040), and BBS-ON (r=0.528, p =0.024) scores, while it was negatively correlated with the MDS-UPDRS-III-ON score (r=-0.502, p =0.030). Regarding the gait analysis, the FA value was significantly correlated with velocity, cadence, and stride time of the pace and rhythm domains in both 'ON' and 'OFF' states, respectively (p<0.05).

Conclusion: This study served as an initial exploration to establish that HARDI sequences could be employed as a robust tool for analyzing microstructural alterations in white matter fiber bundles among PD patients, although the sample size was small. We confirmed microstructural integrity impairment of rCC to be significantly associated with both gait and cognitive deficits in patients with PD. Early detection of microstructural changes in rCC and targeted treatment can help improve behavioral disorders. In the future, we intend to further integrate multimodal data with assessments of patient behavior both prior to and following intervention. We will validate our findings within an independent cohort to monitor disease progression and evaluate the efficacy of therapeutic interventions.

基于HARDI数据的帕金森病患者白质纤维束改变与步态和认知障碍相关
背景:帕金森病(PD)患者步态障碍中白质纤维束的神经解剖学基础尚不清楚。方法:选取24例PD患者和29例健康对照(hc)。对于每个参与者,使用3T MRI获得双壳高角分辨率扩散成像(HARDI)和高分辨率3D结构图像。利用方向分布函数对扩散加权数据进行预处理,追踪PD个体的主要纤维束。比较两组患者的临床特征,分析FA值与行为数据的相关性。分别记录PD在ON和OFF状态下的定量步态和临床参数。结果:PD组与HC组右扣带(rCC)平均束特异性FA值差异有统计学意义(p =0.047)。rCC 34 ~ 58等距节点FA值与Mini-Mental State Examination (MMSE)评分(r=0.527, p=0.024)、Berg Balance Scale (BBS) off评分(r=0.480, p= 0.040)、BBS- on评分(r=0.528, p=0.024)呈正相关,与MDS-UPDRS-III-ON评分呈负相关(r=-0.502, p= 0.030)。在步态分析方面,FA值分别与“ON”和“OFF”状态下的步伐域和节奏域的速度、节奏和步幅时间显著相关(p结论:本研究初步探索了HARDI序列可以作为分析PD患者白质纤维束微结构变化的强大工具,尽管样本量较小。我们证实rCC的显微结构完整性损伤与PD患者的步态和认知缺陷显著相关。早期发现rCC微结构变化并进行针对性治疗有助于改善行为障碍。在未来,我们打算进一步将多模式数据与干预前后患者行为的评估相结合。我们将在一个独立的队列中验证我们的发现,以监测疾病进展并评估治疗干预措施的有效性。
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来源期刊
CiteScore
2.60
自引率
0.00%
发文量
246
审稿时长
1 months
期刊介绍: Current Medical Imaging Reviews publishes frontier review articles, original research articles, drug clinical trial studies and guest edited thematic issues on all the latest advances on medical imaging dedicated to clinical research. All relevant areas are covered by the journal, including advances in the diagnosis, instrumentation and therapeutic applications related to all modern medical imaging techniques. The journal is essential reading for all clinicians and researchers involved in medical imaging and diagnosis.
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