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1.
PLoS One ; 11(10): e0162799, 2016.
Article in English | MEDLINE | ID: mdl-27732597

ABSTRACT

INTRODUCTION: Pre-clinical markers of Parkinson's Disease (PD) are needed, and to be relevant in pre-clinical disease, they should be quantifiably abnormal in early disease as well. Handwriting is impaired early in PD and can be evaluated using computerized analysis of drawn spirals, capturing kinematic, dynamic, and spatial abnormalities and calculating indices that quantify motor performance and disability. Digitized spiral drawing correlates with motor scores and may be more sensitive in detecting early changes than subjective ratings. However, whether changes in spiral drawing are abnormal compared with controls and whether changes are detected in early PD are unknown. METHODS: 138 PD subjects (50 with early PD) and 150 controls drew spirals on a digitizing tablet, generating x, y, z (pressure) data-coordinates and time. Derived indices corresponded to overall spiral execution (severity), shape and kinematic irregularity (second order smoothness, first order zero-crossing), tightness, mean speed and variability of spiral width. Linear mixed effect adjusted models comparing these indices and cross-validation were performed. Receiver operating characteristic analysis was applied to examine discriminative validity of combined indices. RESULTS: All indices were significantly different between PD cases and controls, except for zero-crossing. A model using all indices had high discriminative validity (sensitivity = 0.86, specificity = 0.81). Discriminative validity was maintained in patients with early PD. CONCLUSION: Spiral analysis accurately discriminates subjects with PD and early PD from controls supporting a role as a promising quantitative biomarker. Further assessment is needed to determine whether spiral changes are PD specific compared with other disorders and if present in pre-clinical PD.


Subject(s)
Biomarkers/analysis , Parkinson Disease/diagnosis , Aged , Aged, 80 and over , Area Under Curve , Case-Control Studies , Discriminant Analysis , Female , Handwriting , Humans , Male , Middle Aged , ROC Curve
2.
J Neurol Sci ; 370: 63-69, 2016 Nov 15.
Article in English | MEDLINE | ID: mdl-27772789

ABSTRACT

Mutations in GBA1 are a well-established risk factor for Parkinson disease (PD). GBA-associated PD (GBA-PD) may have a higher burden of nonmotor symptoms than idiopathic PD (IPD). We sought to characterize the relationship between GBA-PD and neuropsychiatric symptoms. Subjects were screened for common GBA1 mutations. GBA-PD (n=31) and non-carrier (IPD; n=55) scores were compared on the Unified Parkinson Disease Rating Scale (UPDRS), Montreal Cognitive Assessment (MoCA), Beck Depression Inventory (BDI), and the State-Trait Anxiety Index (STAI). In univariate comparisons, GBA-PD had a greater prevalence of depression (33.3%) versus IPD (13.2%) (p<0.05). In regression models controlling for age, sex, disease duration, motor disability, and MoCA score, GBA-PD had an increased odds of depression (OR 3.66, 95% CI 1.13-11.8) (p=0.03). Post-hoc analysis stratified by sex showed that, among men, GBA-PD had a higher burden of trait anxiety and depression than IPD; this finding was sustained in multivariate models. Among women, GBA-PD did not confer greater psychiatric morbidity than IPD. These results suggest that GBA1 mutations confer greater risk of neuropsychiatric morbidity in PD, and that sex may affect this association.


Subject(s)
Anxiety/genetics , Depression/genetics , Mutation , Parkinson Disease/genetics , Parkinson Disease/psychology , beta-Glucosidase/genetics , Aged , Anxiety/complications , Anxiety/physiopathology , Comorbidity , Depression/complications , Depression/physiopathology , Disability Evaluation , Female , Genetic Association Studies , Genetic Predisposition to Disease , Glucosylceramidase , Heterozygote , Humans , Male , Middle Aged , Neuropsychological Tests , Parkinson Disease/complications , Parkinson Disease/physiopathology , Psychiatric Status Rating Scales , Severity of Illness Index , Sex Factors , Tertiary Care Centers , Time Factors
3.
J Clin Neurosci ; 28: 185-6, 2016 Jun.
Article in English | MEDLINE | ID: mdl-26857292

ABSTRACT

Mutations in the glucocerebrosidase (GBA1) gene, the most common genetic contributor to Parkinson's disease (PD), are associated with an increased risk of PD in heterozygous and homozygous carriers. While glucocerebrosidase enzyme (GCase) activity is consistently low in Gaucher disease, there is a range of leukocyte GCase activity in healthy heterozygous GBA1 mutation carriers. To determine whether GCase activity may be a marker for PD with heterozygous GBA1 mutations (GBA1 mutation PD, GBA PD), GBA PD patients (n=15) were compared to PD patients without heterozygous GBA1 mutations (idiopathic PD; n=8), heterozygous GBA1 carriers without PD (asymptomatic carriers; n=4), and biallelic mutation carriers with PD (Gaucher disease with PD, GD1 PD; n=3) in a pilot study. GCase activity (nmol/mg protein/hour) in GD1 PD (median [interquartile range]; minimum-maximum: 6.4 [5.7]; 5.3-11) was lower than that of GBA PD (16.0 [7.0]; 11-40) (p=0.01), while GCase activity in GBA PD was lower than idiopathic PD (28.5 [15.0]; 16-56) (p=0.01) and asymptomatic carriers (25.5 [2.5]; 23-27) (p=0.04). Therefore, GCase activity appears to be a possible marker of heterozygous GBA1 mutation PD, and larger studies are warranted. Prospective studies are also necessary to determine whether lower GCase activity precedes development of PD.


Subject(s)
Glucosylceramidase/genetics , Mutation , Parkinson Disease/genetics , Aged , Female , Glucosylceramidase/metabolism , Heterozygote , Humans , Male , Middle Aged , Parkinson Disease/enzymology
4.
Cerebellum ; 11(4): 872-9, 2012 Dec.
Article in English | MEDLINE | ID: mdl-22230985

ABSTRACT

Essential tremor (ET) is among the most prevalent neurological diseases, yet the location of the primary disease substrate continues to be a matter of debate. The presence of intention tremor and mild gait ataxia suggests an underlying abnormality of the cerebellum and/or cerebellar pathways. Uncovering additional signs of cerebellar dysfunction would further substantiate the proposition that ET is a disease of the cerebellar system. We evaluated 145 ET cases and 34 normal controls clinically and by computerized spiral analysis. Spiral analysis is a program that objectively characterizes kinematic and physiologic features of hand-drawn spirals using specific calculated spiral indices that correlate with spiral shape and motor execution. We used the spiral width variability index (SWVI), a measure of loop-to-loop spiral width variation with the influence of tremor removed, as a metric of drawing ataxia. The SWVI was higher in cases than controls (0.91 ± 1.94, median=0.46 vs. 0.40 ± 0.29, median=0.30, p<0.001). Cases with higher SWVI also had greater intention tremor during the finger-nose-finger maneuver, r=0.27, p=0.001), and cases with intention tremor of the head had the highest SWVI (1.57 ± 3.44, median=0.51, p<0.001). There was a modest association between SWVI and number of missteps during tandem gait (r=0.16, p=0.06). The primary anatomical substrate for ET continues to be a matter of speculation, yet these and other clinical data lend support to the notion that there is an underlying abnormality of the cerebellum and/or its pathways.


Subject(s)
Cerebellar Diseases/physiopathology , Cerebellum/physiopathology , Essential Tremor/physiopathology , Hand/physiopathology , Aged , Aged, 80 and over , Biomechanical Phenomena/physiology , Female , Humans , Male , Task Performance and Analysis
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