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Motor symptom progression in early-stage Parkinson's disease varies substantially between individual patients. This progression correlates poorly with striatal dopamine depletion, which is largely complete four years post-diagnosis. Identification of alternative mechanisms, such as cortical compensatory processes, may enable more accurate predictions of individual motor progression.
Striatal dopamine depletion leads to dysfunction in the cortico-striatal motor circuit and is an important contributor to motor symptoms in Parkinson's disease (PD). However, dopamine depletion in striatal motor regions is already severe at symptom onset and tends to correlate poorly with progressive worsening. This indicates that the severity of motor symptoms in PD may not be solely dependent on basal ganglia dysfunction. In PD, the deleterious effect of basal ganglia dysfunction on motor control may be partially counteracted by neuroplasticity and the compensatory recruitment of parieto-premotor areas of cortex that drive movement based on sensory cueing and goal-directed cognitive control. The efficacy of cortical compensation could therefore be a core determinant of motor impairment in PD.
This study utilizes longitudinal clinical and brain imaging data from early-stage PD patients included in the Personalized Parkinson Project (ClinicalTrials.gov Identifier: NCT03364894) to test whether motor symptom severity and progression can be predicted by action selection-related brain activity in parieto-premotor cortex, basal ganglia, or a combination of both.
Additional control analyses will be performed to investigate the effects of disease and medication on action selection-related brain activity. Action selection-related brain activity will be compared between PD patients and a cohort of healthy controls to assess the effect of disease (PD vs Healthy). Effects of medication (on vs. off) on action selection-related brain activity will be investigated through within-subject comparisons in subset of PD patients who underwent functional brain imaging in both on- and off-medicated states.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| PD-OFF | Patients with PD who have previously been included in the Personalized Parkinson Project return for fMRI measurements in an off-medicated state (12h withdrawal). N = 60. The PD-OFF group undergoes a single testing session. | ||
| Healthy controls | Healthy individuals who are matched on age and sex with respect to the PD-OFF group. N = 60. The healthy group undergoes baseline and two year follow-up testing sessions. | ||
| PD-ON | Patients with PD who are included in the Personalized Parkinson Project. N = 360. Available data will be used. There will be no further data collection in this group. |
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| Measure | Description | Time Frame |
|---|---|---|
| Mid-term disease progression in terms of overall motor symptoms | Change in Movement Disorders Society-sponsored revision of the Unified Parkinson's Disease Rating Scale (MDS-UPDRS) part III score, measured in off state. This scale assesses 18 motor symptoms (33 items) that are specific for Parkinson's disease. Item scores range from 0 to 4 and are summed, resulting in a total score ranging from 0 to 132, with higher scores representing worse outcomes. | Baseline and 2 years |
| Mid-term disease progression in terms of bradykinesia and rigidity | Change in Movement Disorders Society-sponsored revision of the Unified Parkinson's Disease Rating Scale (MDS-UPDRS) part III score, measured in off state. This scale assesses 18 motor symptoms (33 items) that are specific for Parkinson's disease. Item scores range from 0 to 4. 17 items assessing bradykinesia and rigidity and are summed, resulting in a total score ranging from 0 to 68, with higher scores representing worse outcomes. | Baseline and 2 years |
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Inclusion Criteria (patients):
Exclusion Criteria (patients):
Inclusion Criteria (healthy controls):
Exclusion Criteria (healthy controls):
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Any person with, or without, Parkinson's disease who meets the inclusion criteria and does not meet the exclusion criteria
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| Name | Affiliation | Role |
|---|---|---|
| Rick C Helmich, MD, PhD | Donders Centre for Cognitive Neuroimaging | Principal Investigator |
| Bastiaan R Bloem, MD, PhD | Radboud University Medical Center, Department of Neurology | Principal Investigator |
| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Donders institute for brain, cognition and behaviour | Nijmegen | Gelderland | 6500HB | Netherlands |
| PubMed Identifier | Type | Citation | Retractions |
|---|---|---|---|
| 15947065 | Background | Buhmann C, Binkofski F, Klein C, Buchel C, van Eimeren T, Erdmann C, Hedrich K, Kasten M, Hagenah J, Deuschl G, Pramstaller PP, Siebner HR. Motor reorganization in asymptomatic carriers of a single mutant Parkin allele: a human model for presymptomatic parkinsonism. Brain. 2005 Oct;128(Pt 10):2281-90. doi: 10.1093/brain/awh572. Epub 2005 Jun 9. | |
| 17448507 |
| Label | URL |
|---|---|
| Clinicaltrials.gov profile of the Personalized Parkinson Project | View source |
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See plan description for the Personalized Parkinson Project.
In addition to these steps, we will make our statistical analysis plan and analytic code available to researchers that specifically focus on data related to the action selection task.
TBA.
Currently no list of criteria is available.
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| ID | Term |
|---|---|
| D010300 | Parkinson Disease |
| ID | Term |
|---|---|
| D020734 | Parkinsonian Disorders |
| D001480 | Basal Ganglia Diseases |
| D001927 | Brain Diseases |
| D002493 | Central Nervous System Diseases |
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| Helmich RC, de Lange FP, Bloem BR, Toni I. Cerebral compensation during motor imagery in Parkinson's disease. Neuropsychologia. 2007 Jun 11;45(10):2201-15. doi: 10.1016/j.neuropsychologia.2007.02.024. Epub 2007 Mar 7. |
| 24123553 | Background | Herz DM, Eickhoff SB, Lokkegaard A, Siebner HR. Functional neuroimaging of motor control in Parkinson's disease: a meta-analysis. Hum Brain Mapp. 2014 Jul;35(7):3227-37. doi: 10.1002/hbm.22397. Epub 2013 Oct 5. |
| 33427336 | Background | Herz DM, Meder D, Camilleri JA, Eickhoff SB, Siebner HR. Brain Motor Network Changes in Parkinson's Disease: Evidence from Meta-Analytic Modeling. Mov Disord. 2021 May;36(5):1180-1190. doi: 10.1002/mds.28468. Epub 2021 Jan 11. |
| 23884810 | Background | Kordower JH, Olanow CW, Dodiya HB, Chu Y, Beach TG, Adler CH, Halliday GM, Bartus RT. Disease duration and the integrity of the nigrostriatal system in Parkinson's disease. Brain. 2013 Aug;136(Pt 8):2419-31. doi: 10.1093/brain/awt192. |
| 25567321 | Background | Michely J, Volz LJ, Barbe MT, Hoffstaedter F, Viswanathan S, Timmermann L, Eickhoff SB, Fink GR, Grefkes C. Dopaminergic modulation of motor network dynamics in Parkinson's disease. Brain. 2015 Mar;138(Pt 3):664-78. doi: 10.1093/brain/awu381. Epub 2015 Jan 6. |
| 22787040 | Background | van Nuenen BF, Helmich RC, Buenen N, van de Warrenburg BP, Bloem BR, Toni I. Compensatory activity in the extrastriate body area of Parkinson's disease patients. J Neurosci. 2012 Jul 11;32(28):9546-53. doi: 10.1523/JNEUROSCI.0335-12.2012. |
| 19877238 | Background | van Nuenen BF, van Eimeren T, van der Vegt JP, Buhmann C, Klein C, Bloem BR, Siebner HR. Mapping preclinical compensation in Parkinson's disease: an imaging genomics approach. Mov Disord. 2009;24 Suppl 2:S703-10. doi: 10.1002/mds.22635. |
| 11052215 | Background | Obeso JA, Rodriguez-Oroz MC, Rodriguez M, Lanciego JL, Artieda J, Gonzalo N, Olanow CW. Pathophysiology of the basal ganglia in Parkinson's disease. Trends Neurosci. 2000 Oct;23(10 Suppl):S8-19. doi: 10.1016/s1471-1931(00)00028-8. |
| 17051202 | Background | Palop JJ, Chin J, Mucke L. A network dysfunction perspective on neurodegenerative diseases. Nature. 2006 Oct 19;443(7113):768-73. doi: 10.1038/nature05289. |
| 14639666 | Background | Pirker W, Holler I, Gerschlager W, Asenbaum S, Zettinig G, Brucke T. Measuring the rate of progression of Parkinson's disease over a 5-year period with beta-CIT SPECT. Mov Disord. 2003 Nov;18(11):1266-72. doi: 10.1002/mds.10531. |
| 20944662 | Background | Redgrave P, Rodriguez M, Smith Y, Rodriguez-Oroz MC, Lehericy S, Bergman H, Agid Y, DeLong MR, Obeso JA. Goal-directed and habitual control in the basal ganglia: implications for Parkinson's disease. Nat Rev Neurosci. 2010 Nov;11(11):760-72. doi: 10.1038/nrn2915. Epub 2010 Oct 14. |
| D009422 | Nervous System Diseases |
| D009069 | Movement Disorders |
| D000080874 | Synucleinopathies |
| D019636 | Neurodegenerative Diseases |