ELectronic Archimedes spiral Neural Network (ELANN).

The Archimedes spiral is a clinical tool that aids in the diagnosis and monitoring of essential tremor. However, spiral ratings may vary based on experience and training of the rating physician. This study sought to generate an objective standard model for tremor evaluation using convolutional neural networks. One senior movement disorders neurologist (Neurologist 1) with over 30 years of clinical experience used the Bain and Findley Spirography Rating Scale to rate 1653 Archimedes spiral images from 46 essential tremor patients (mild to severe tremor) and 75 control subjects (no to mild tremor). Neurologist 1's labels were used as the reference standard to train the model. After training the model, a randomly selected subset of spiral testing data was re-evaluated by Neurologist 1, by a second senior movement disorders neurologist (Neurologist 2) with over 27 years of clinical experience, and by our model. Cohen's Weighted Kappa 95% confidence intervals were calculated from all rater comparisons to determine if our model performs with the same proficiency as two senior movement disorders neurologists. The Cohen's Weighted Kappa 95% confidence intervals for the agreement between the reference standard scores and Neurologist 1's rerated scores, for the agreement between the reference standard scores and Neurologist 2's scores, and for the agreement between the reference standard scores and our model's scores were 0.93-0.98, 0.86-0.94, and 0.89-0.96, respectively. With overlapping Cohen's Weighted Kappa 95% confidence intervals for all agreement comparisons, we demonstrate that our model evaluates spirals with the same proficiency as two senior movement disorders neurologists.

Developing a Deep Brain Stimulation Neuromodulation Network for Parkinson Disease, Essential Tremor, and Dystonia: Report of a Quality Improvement Project.

OBJECTIVE: To develop a process to improve patient outcomes from deep brain stimulation (DBS) surgery for Parkinson disease (PD), essential tremor (ET), and dystonia. METHODS: We employed standard quality improvement methodology using the Plan-Do-Study-Act process to improve patient selection, surgical DBS lead implantation, postoperative programming, and ongoing assessment of patient outcomes. RESULTS: The result of this quality improvement process was the development of a neuromodulation network. The key aspect of this program is rigorous patient assessment of both motor and non-motor outcomes tracked longitudinally using a REDCap database. We describe how this information is used to identify problems and to initiate Plan-Do-Study-Act cycles to address them. Preliminary outcomes data is presented for the cohort of PD and ET patients who have received surgery since the creation of the neuromodulation network. CONCLUSIONS: Careful outcomes tracking is essential to ensure quality in a complex therapeutic endeavor like DBS surgery for movement disorders. The REDCap database system is well suited to store outcomes data for the purpose of ongoing quality assurance monitoring.

Huntington chorea presenting with motor neuron disease.

BACKGROUND: There have been a few case reports of motor neuron disease in association with Huntington disease (HD). OBJECTIVE: To describe a patient presenting with prominent fasciculations, chorea, and possible amyotrophic lateral sclerosis (ALS) in whom genetic testing revealed HD mutation. DESIGN: Case report. SETTING: University of Texas Southwestern Medical Center, Dallas. Patient  A 69-year-old man with chorea and fasciculations. INTERVENTIONS: Genetic and electrophysiologic testing. MAIN OUTCOME MEASURES: Genetic test result, electrophysiologic test result, and physical examination. RESULTS: A 69-year-old man with long-standing depression and failing memory presented with muscle twitches of 8 months' duration. He was found to have choreoathetoid movements and distal weakness on neurological examination. Electrophysiologic studies revealed evidence of motor neuron disease. Genetic test showed CAG repeat of 40 on chromosome 4, confirming the diagnosis of HD. CONCLUSION: Motor neuron disease can rarely occur in patients with HD and could be one of its presenting features.

Cardiac valve regurgitation with pergolide compared with nonergot agonists in Parkinson disease.

BACKGROUND: Although most studies have suggested an increased risk of valvulopathy (primarily regurgitation) with pergolide mesylate use, one study suggested that this problem may also occur with use of the non-ergot-derived dopamine agonists pramipexole dihydrochloride and ropinirole hydrochloride. OBJECTIVE: To determine if cardiac valve regurgitation occurs more commonly in patients with Parkinson disease (PD) treated with pergolide than in those treated with nonergot agonists at a comparable dose. DESIGN: A case-control study of echocardiographic findings of valve function in patients receiving dopamine agonists for PD. SETTING: University-based referral center. Patients Thirty-six patients with idiopathic PD taking pergolide were compared with a matched control group of patients taking nonergot agonists with regard to the frequency and severity of cardiac valve regurgitation. Main Outcome Measure Valve scores (1 indicates trace; 2, mild; 3, moderate; and 4, severe) for the pergolide group were compared with those for the nonergot agonist control group. RESULTS: The mean +/- SD valve regurgitation scores in the matched pergolide group compared with the nonergot group were as follows: aortic, 0.83 +/- 1.23 vs 0.19 +/- 0.53 (P = .01); mitral, 1.42 +/- 1.0 vs 0.39 +/- 0.65 (P<.001); and tricuspid, 1.43 +/- 1.0 vs 0.19 +/- 0.53 (P<.001). Lifetime exposure to a dopamine agonist was not statistically different between the pergolide and nonergot agonist groups (P = .18). CONCLUSIONS: These data strengthen the conclusion that pergolide contributes to cardiac valve regurgitation when used in the long term as a treatment for PD. There appears to be low risk of cardiac valve regurgitation when using non-ergot-derived dopamine agonists.

Clinical course in Parkinson's disease with elevated homocysteine.

Elevated homocysteine (Hcy), prevalent in Parkinson's disease (PD), is potentially a modifiable risk factor for neurologic deterioration. We measured cognitive, affective and motor changes over 2 years in a cohort of people with early PD. Subjects whose Hcy had been elevated (>14 micromol/L, n = 31) at baseline were compared with the rest (n = 66). Overall progression in 2 years did not significantly differ (p = 0.20). Four subjects with elevated and one with normal Hcy had died (p = 0.03). We conclude that hyperhomocysteinemia does not predict significantly worse progression over 2 years in early PD. The data raised the possibility of higher mortality, but the number of deaths was small.

Modest increase in plasma homocysteine follows levodopa initiation in Parkinson's disease.

Levodopa, typically ingested chronically at high daily doses, is predictably methylated by means of a series of reactions using B vitamins, which convert methionine to homocysteine. Elevated total plasma homocysteine (tHcy), a risk factor for dementia, has been found in PD patients using levodopa. We prospectively measured the effects on plasma tHcy and B vitamins of levodopa initiation, and measured the effects of dose changes and of treatment with dopamine agonists and entacapone. We collected paired plasma samples, at baseline and again after several months treatment, from patients initiating levodopa (n = 30), from patients whose levodopa dose was doubled (n = 15), halved or stopped (n = 14), from patients starting or stopping entacapone (n = 15) and from patients initiating or doubling dopamine agonist monotherapy (n = 16). Vitamin B12, folate, and tHcy concentrations were measured. Baseline tHcy concentration of 8.7 (2.8) micromol/L increased to 10.1 (3.1) micromol/L (P = 0.004) an average of 94 (range 36 to 200) days after initiation of 604 (240 to 1050) mg/day of L-dopa. Average concentration of vitamin B12 fell from 380 to 291 pmol/ L (P = 0.01). Patients who doubled their daily levodopa dose experienced tHcy elevations from 9.5 to 11.1 micromol/L (P = 0.05). Levodopa reduction, agonist treatment, and entacapone treatment did not have significant effects. Levodopa elevates tHcy and lowers vitamin B12 concentration to modest degrees. The clinical implications, if any, have not yet been determined.

Elevated plasma homocysteine level in patients with Parkinson disease: motor, affective, and cognitive associations.

BACKGROUND: An elevated plasma homocysteine (Hcy) level has been prospectively associated with an increased risk of vascular and degenerative dementias. An Hcy elevation is prevalent in patients with Parkinson disease (PD) in part because levodopa metabolism produces Hcy. The clinical relevance of an elevated Hcy level in patients with PD is unknown. OBJECTIVE: To determine if hyperhomocysteinemia in patients with PD is associated with depression or with cognitive or physical impairments. DESIGN: Ninety-seven people with a mean (SD) PD duration of 3.6 (1.6) years completed the Beck Depression Inventory, a battery of 11 cognitive tests, and the motor and function components of the Unified Parkinson's Disease Rating Scale. Normalized scores for the affective, cognitive, and physical measures were compared between those with a normal Hcy level (n = 66) and those with hyperhomocysteinemia (n = 31) (Hcy level, >1.89 mg/L [>14 micro mol/L]), controlling for age, sex, disease duration, and treatment. RESULTS: Subjects with an elevated Hcy level were slightly older (68 vs 62 years), but had similar plasma concentrations of vitamin B(12) and folate. Hyperhomocysteinemic patients were more depressed (P =.02) and had worse cognition (P<.01), but the physical measure did not differ. CONCLUSIONS: Patients with PD and hyperhomocysteinemia are more likely to be depressed and to perform worse on neuropsychometric tasks compared with normohomocysteinemic patients. Further research is warranted to see if hyperhomocysteinemia is a reversible risk factor for neuropsychiatric burden in patients with PD.

Distinguishing neurogenic from non-neurogenic detrusor overactivity: a urodynamic assessment of lower urinary tract symptoms in patients with and without Parkinson's disease.

OBJECTIVES: To examine the urodynamic (UDS) attributes of detrusor overactivity (DO) in patients with Parkinson's disease in comparison to DO in men without neurologic disease, in whom DO is presumably outlet obstruction induced. METHODS: The UDS database was reviewed for three groups of patients: group 1, men with lower urinary tract symptoms (LUTS) and no known neurologic condition with DO (n = 22); group 2, men with Parkinson's disease and LUTS (n = 39); and group 3, women with Parkinson's disease and LUTS (n = 18). Statistical analysis was used to compare the UDS parameters and diagnoses among the groups and to test for associations between Parkinson's disease duration, Hoehn and Yahr score, and UDS findings. RESULTS: Patients with Parkinson's disease had a significantly lower median volume at first detrusor contraction than those with non-neurogenic DO. The percentage of group 1 patients with urge incontinence was significantly lower than that found in the other two groups (9.1% versus 53.8% and 55.6%, P <0.001 and 0.002, respectively). No statistically significant correlation between the duration or severity of Parkinson's disease and UDS parameters was found. CONCLUSIONS: Men with non-neurogenic LUTS are less likely to have urge incontinence on UDS than either men or women with Parkinson's disease. DO owing to Parkinson's disease occurs earlier during filling compared with non-neurogenic DO, especially in women. The duration and severity of Parkinson's disease are not predictive of the nature or severity of UDS abnormalities.

Tremor response to polarity, voltage, pulsewidth and frequency of thalamic stimulation.

BACKGROUND: Thalamic deep brain stimulation ameliorates essential and parkinsonian tremors refractory to medications. Stimulus voltage, polarity configuration, frequency, and pulsewidth can each be adjusted in order to optimize tremor control and maximize battery life. The relative impacts of these programmable variables have not previously been quantified. METHODS: The thalamus of 11 patients (bilaterally in 2) was studied 4 to 59 months postoperatively. The stimulator was inactivated and medications withheld for 12 hours, and optimal electrode contacts were selected. Stimulation followed at a range of voltages (0, 1, 2, 3, or 4 V), pulsewidths (60, 90, or 120 micros), and frequencies (130, 160, or 185 Hz) for both monopolar and bipolar configurations. Seventy-eight combinations of variables were programmed in random sequence. Postural and action tremors were measured with an electromagnetic tracker, tremor was subjectively graded, and side effects were noted. RESULTS: Voltage was consistently predictive of tremor response. Mean postural tremor amplitude in PD fell from 6.4 cm at 0 V to 2.6, 1.0, 0.3, and 0 cm at 1 through 4 V (bipolar configuration). The voltage response curve for essential tremor was flatter. The monopolar configuration was 10 to 25% more effective than bipolar. The longest pulsewidth tested was up to 30% more effective than the shortest, but frequency changes had little effect on tremor amplitude. Side effects occurred only with monopolar stimulation, and the only setting that was intolerable for the majority was 4 V, 120 micros, and 185 Hz. CONCLUSION: Bipolar deep brain stimulation at 90 micros, 130 Hz, adjusting the voltage up to 3 V, tends to be effective and well tolerated. Monopolar provides similar benefits for lower voltage, but side effects become common at 3 or 4 V.

Contributions of dopaminergic drugs and disease severity to daytime sleepiness in Parkinson disease.

BACKGROUND: Excessive daytime somnolence is a common report among patients who have Parkinson disease (PD). The relative contributions of disease severity and of the various dopaminergic drugs are unclear. OBJECTIVE: To separate and quantify the contributions of disease markers and drug doses. METHODS: Patients seen during a 7-month period at a center for movement disorders completed the Epworth Sleepiness Scale. Treatment subgroups were compared. The relationship to sedation of age; dopaminergic drug classes and doses; Hoehn and Yahr stage; duration of disease; total score on the motor subsection of the Unified Parkinson Disease Rating Scale; and the presence or absence of dementia, depression, or hallucinations was calculated using simple and multiple regression and t tests. RESULTS: The Epworth Sleepiness Scale scores were higher among patients with PD (mean [SD], 10.8 [5.3]; n = 368) compared with patients with other neurological disorders (mean, 8.5 [5.1]; n = 243; P<.001). A model containing the Hoehn and Yahr stage, levodopa dose, and use of a dopamine agonist was the best at predicting the total score of Epworth Sleepiness Scale in patients who have PD, but accounted for only 9% of the interindividual variance. The parameter estimates (SE) corresponded to a 1.02 (0.03)-point increase per Hoehn and Yahr stage, a 0.14 (0.06)-point increase per 100-mg increase in levodopa dose over 24 hours, and a 2.33 (0.57)-point increase with use of an agonist. There was no statistically significant dose response for agonists. No statistically significant difference in sedation among the commonly used dopamine agonists was found. CONCLUSIONS: Somnolence in patients with PD, which is on average 25% higher than in other neurological diseases, is related to PD stage, levodopa dose, and the use of a dopamine agonist. However, most of the variability in sedation levels in patients with PD as well as in controls is the result of, as yet, unidentified factors.