Microstructural alterations in white matter and related neurobiology based on the new clinical subtypes of Parkinson's disease
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Published on: June 23, 2023
Xiaorong Yuan1, Qiaowen Yu1,2, Yanyan Liu1
1Department of Medical Imaging, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China.
Background And Objectives:
The advent of new clinical subtyping systems for Parkinson's disease (PD) has led to the classification of patients into distinct groups: mild motor predominant (PD-MMP), intermediate (PD-IM), and diffuse malignant (PD-DM). Our goal was to evaluate the efficacy of diffusion tensor imaging (DTI) in the early diagnosis, assessment of clinical progression, and prediction of prognosis of these PD subtypes. Additionally, we attempted to understand the pathological mechanisms behind white matter damage using single-photon emission computed tomography (SPECT) and cerebrospinal fluid (CSF) analyses.
Methods:
We classified 135 de novo PD patients based on new clinical criteria and followed them up after 1 year, along with 45 healthy controls (HCs). We utilized tract-based spatial statistics to assess the microstructural changes of white matter at baseline and employed multiple linear regression to examine the associations between DTI metrics and clinical data at baseline and after follow-up.
Results:
Compared to HCs, patients with the PD-DM subtype demonstrated reduced fractional anisotropy (FA), increased axial diffusivity (AD), and elevated radial diffusivity (RD) at baseline. The FA and RD values correlated with the severity of motor symptoms, with RD also linked to cognitive performance. Changes in FA over time were found to be in sync with changes in motor scores and global composite outcome measures. Furthermore, baseline AD values and their rate of change were related to alterations in semantic verbal fluency. We also discovered the relationship between FA values and the levels of α-synuclein and β-amyloid. Reduced dopamine transporter uptake in the left putamen correlated with RD values in superficial white matter, motor symptoms, and autonomic dysfunction at baseline as well as cognitive impairments after 1 year.
Conclusions:
The PD-DM subtype is characterized by severe clinical symptoms and a faster progression when compared to the other subtypes. DTI, a well-established technique, facilitates the early identification of white matter damage, elucidates the pathophysiological mechanisms of disease progression, and predicts cognitively related outcomes. The results of SPECT and CSF analyses can be used to explain the specific pattern of white matter damage in patients with the PD-DM subtype.
Insights
Diffusion tensor imaging (DTI) aids in early Parkinson's disease (PD) diagnosis by detecting white matter damage. DTI effectively predicts clinical progression and cognitive outcomes in PD subtypes, particularly the diffuse malignant (PD-DM) group.
Area of Science:
- Neuroimaging
- Neurology
- Biomarkers
Background:
- New clinical subtyping systems classify Parkinson's disease (PD) into mild motor predominant (PD-MMP), intermediate (PD-IM), and diffuse malignant (PD-DM) subtypes.
- Understanding the pathological mechanisms and early diagnostic markers for these PD subtypes is crucial for effective management.
Purpose of the Study:
- Evaluate diffusion tensor imaging (DTI) for early diagnosis, clinical progression assessment, and prognosis prediction in PD subtypes.
- Investigate white matter damage mechanisms using DTI, single-photon emission computed tomography (SPECT), and cerebrospinal fluid (CSF) analyses.
Main Methods:
- Classified 135 de novo PD patients and 45 healthy controls (HCs) based on new clinical criteria.
- Utilized tract-based spatial statistics for white matter microstructural analysis and multiple linear regression for associations between DTI metrics and clinical data.
Main Results:
- PD-DM subtype showed reduced fractional anisotropy (FA) and increased axial (AD) and radial diffusivity (RD) compared to HCs.
- FA and RD correlated with motor symptoms and cognitive performance; FA changes tracked motor score progression.
- AD changes related to semantic verbal fluency, and FA linked to alpha-synuclein and beta-amyloid levels.
Conclusions:
- The PD-DM subtype exhibits severe symptoms and rapid progression.
- DTI facilitates early identification of white matter damage, elucidates disease mechanisms, and predicts cognitive outcomes in PD.
- SPECT and CSF analyses can explain specific white matter damage patterns in PD-DM.
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