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The goals of this study are: 1) to identify biomarkers using neuroimaging that are associated with progression rate using statistical methods, and 2) to identify biomarkers that are associated with the differential diagnosis of Parkinson's disease and atypical parkinsonism.
Management of patients with parkinsonian symptoms has two critical gaps: (1) there are no clinically accepted biomarkers that may be used to inform disease progression rate in an individual with Parkinson disease (PD), and (2) no biomarkers exist to inform differential diagnosis of conditions that exhibit parkinsonian symptoms and signs. This 2-year study aims to develop a multi-modal neuroimaging biomarker that enables the prediction of disease progression rate in PD, and a biomarker that enables the differential diagnosis of PD, multiple systems atrophy (MSA), progressive supranuclear palsy (PSP), and healthy controls.
This study consists of two parts; neuroimaging of a defined population of mid to late stage PD subjects currently followed at UT Southwestern Medical Center, and recruitment of new subjects with PD, MSA, and PSP who will be followed clinically over 2 years and who will undergo neuroimaging.
Participants will be asked to undergo several types of neuroimaging which will be analyzed using machine learning techniques.
At each study visit of the newly recruited cohorts, appropriate clinical scales will be performed based on their diagnosis and used to track and measure disease severity and progression.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Aim 1: Develop a biomarker of PD disease progression rate | For Aim 1, we will enroll PD subjects spanning a range of progression rates that have been tracked at UT Southwestern Medical Center. Multimodal neuroimaging will be acquired from each subject. We will evaluate imaging data and known data on clinical progression using statistical techniques to determine a biomarker that associates with progression rate. | ||
| Aim 2: Develop a biomarker to distinguish between PD, PSP, MSA | For Aim 2, we will recruit subjects with PD, MSA, and PSP. We will also recruit healthy age/sex-matched controls. All subjects will complete a series of clinical assessments at three different time points, roughly 6-8 months apart:
Multimodal neuroimaging will be acquired from each subject. We will evaluate imaging data from the participants along with prospectively collected information on clinical progression using statistical techniques to determine a biomarker that associates with the differentiation of PD, MSA, and PSP. |
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| Measure | Description | Time Frame |
|---|---|---|
| Imaging biomarker of progression rate | The imaging biomarker consists of a machine learning model that distinguishes fast and slow progressors using the neuroimaging data. The performance of the model will be assessed quantitatively using widely adopted performance metrics: sensitivity, specificity, and accuracy. | Baseline |
| Imaging biomarker that discriminates different neurodegenerative diseases | The imaging biomarker consists of a machine learning model that differentiates the parkinsonian diseases: PD, PSP, and MSA using the neuroimaging data. The performance of the model will be assessed quantitatively using widely adopted performance metrics from the classification confusion matrix. The metrics will include disease sensitivity, disease specificity, and disease specific accuracy and overall accuracy. | Baseline |
| Measure | Description | Time Frame |
|---|---|---|
| Change from baseline in MDS-UPDRS score | The Movement Disorder Society revision of the Unified Parkinson's Disease Rating Scale (MDS-UPDRS) is the standard measure of PD severity used in multiple trials. This consists of four sub scales, Part I: non-motor experiences of daily living (13 items), Part ll: motor experiences of daily living (13 items), Part III: motor examination (18 items), and Part IV: motor complications (six items). Each subscale has a five-point scale ranging from 0-4, where 0 = normal, 1 = slight, 2 = mild, 3 = moderate, and 4 = severe. The total score is the sum of the subscale scores for all four parts and ranges from 0 (no disability) to 200 (total dependence). Negative change from baseline scores indicate improvement. |
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Inclusion Criteria:
For Aim 1:
For Aim 2:
PD subjects will be recruited in accordance with the MDS Clinical Diagnostic Criteria for PD.
MSA subjects will be recruited in accordance with the Second Consensus Statement on Diagnosis of Multiple System Atrophy.
PSP subjects will be recruited in accordance with the MDS Criteria for Diagnosis of Progressive Supranuclear Palsy and must meet the designation of "probable PSP" for inclusion.
Control subjects will be recruited who meet the following criteria:
Exclusion Criteria:
For Aims 1 and 2:
For Aim 1:
For Aim 2:
PD subjects
MSA subjects
PSP subjects
Control subjects
a. In the investigator's opinion, an unsuitable candidate to serve as a control
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There are 4 study populations:
| Name | Role | Phone | Extension | |
|---|---|---|---|---|
| Padraig E O'Suilleabhain, MD | Contact | 214-648-2943 | padraig.osuilleabhain@utsouthwestern.edu |
| Name | Affiliation | Role |
|---|---|---|
| Padraig E O'Suilleabhain, MD | University of Texas Southwestern Medical Center | Principal Investigator |
| Albert Montillo, PhD | University of Texas Southwestern Medical Center | Principal Investigator |
| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| UT Southwestern Medical Center | Recruiting | Dallas | Texas | 75390 | United States |
| PubMed Identifier | Type | Citation | Retractions |
|---|---|---|---|
| 21069833 | Background | Tomlinson CL, Stowe R, Patel S, Rick C, Gray R, Clarke CE. Systematic review of levodopa dose equivalency reporting in Parkinson's disease. Mov Disord. 2010 Nov 15;25(15):2649-53. doi: 10.1002/mds.23429. |
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| ID | Term |
|---|---|
| D010300 | Parkinson Disease |
| D019578 | Multiple System Atrophy |
| D013494 | Supranuclear Palsy, Progressive |
| ID | Term |
|---|---|
| D020734 | Parkinsonian Disorders |
| D001480 | Basal Ganglia Diseases |
| D001927 | Brain Diseases |
| D002493 | Central Nervous System Diseases |
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| Baseline, 6-8 Month Visit, End of Study Visit (12-16 Month) |
| Change from baseline in Unified Multiple System Atrophy Rating Scale (UMSARS) score | The Unified Multiple System Atrophy Rating Scale (UMSARS) is the standard scale for measuring disease severity in MSA. This scale is composed of 2 sub-scales: Part I: Historical Review that includes 12 items and Part II: Motor Examination that includes 14 items. All items range from 0 to 4. Each subscale score is the sum of its items and the total UMSARS score is the sum of all 26 items. Hence the total UMSARS score can range from 0 to 104, with 0 meaning no impairment and 104 indicating severe impairment. Negative change from baseline scores indicate improvement. | Baseline, 6-8 Month Visit, End of Study Visit (12-16 Month) |
| Change from baseline in Progressive Supranuclear Palsy Rating Scale (PSPRS) score | The Progressive Supranuclear Palsy Rating Scale (PSPRS) is the standard scale used to quantitate severity in PSP. This is a quantitative measure of disability in participants with PSP. The PSPRS comprises 28 items in 6 areas. The available total score ranges from 0 (normal) to 100. Six items are rated on a 3-point scale (0-2) and 22 are rated on a 5-point scale (0-4). The History/Daily Activities area includes 7 items with ta total maximum of 24 points, the mentation area 4 items with 16 points, the bulbar area 2 items with 8 points, the ocular motor area 4 items with 16 points, the limb motor area 6 items with 16 points, and the gait area 5 items with 20 points. Negative change from baseline scores indicate improvement. | Baseline, 6-8 Month Visit, End of Study Visit (12-16 Month) |
| Change from baseline in Parkinson disease questionnaire | The Parkinson's Disease Questionnaire (PDQ-39) assesses to what degree PD subjects experience difficulties across 8 dimensions of daily living. The 39-question PDQ provides scores (expressed as a percentage) for each of the 8 scales: mobility, activities of daily living, emotional well-being, stigma, social support, cognition, communication, and bodily discomfort. individual items are rated on a 5-point scale (0-4). Higher percentages represent worse quality of life, and a reduction in score over time represents improvement. | Baseline, 6-8 Month Visit, End of Study Visit (12-16 Month) |
| Change from baseline in Schwab and England Activities of Daily Living Scale | The Schwab and England Activities of Daily Living Scale (S&E) is a commonly used measure of daily function for Parkinson's disease (PD). The S&E Scale rates a PD patient's function on a scale from 0 indicating worst possible function to 100 indicating no impairment. An increase in the score over time indicates clinical improvement. | Baseline, 6-8 Month Visit, End of Study Visit (12-16 Month) |
| D009422 | Nervous System Diseases |
| D009069 | Movement Disorders |
| D000080874 | Synucleinopathies |
| D019636 | Neurodegenerative Diseases |
| D054969 | Primary Dysautonomias |
| D001342 | Autonomic Nervous System Diseases |
| D009886 | Ophthalmoplegia |
| D015835 | Ocular Motility Disorders |
| D003389 | Cranial Nerve Diseases |
| D024801 | Tauopathies |
| D010243 | Paralysis |
| D009461 | Neurologic Manifestations |
| D005128 | Eye Diseases |
| D012816 | Signs and Symptoms |
| D013568 | Pathological Conditions, Signs and Symptoms |