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  • Aarsland, D, et al. (author)
  • Psychiatric issues in cognitive impairment
  • 2014
  • In: Movement disorders : official journal of the Movement Disorder Society. - : Wiley. - 1531-8257. ; 29:5, s. 651-662
  • Journal article (peer-reviewed)
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  • Blomstedt, Patric, et al. (author)
  • Deep brain stimulation in the posterior subthalamic area in the treatment of essential tremor
  • 2010
  • In: Movement Disorders. - : Wiley. - 0885-3185 .- 1531-8257. ; 25:10, s. 1350-1356
  • Journal article (peer-reviewed)abstract
    • To evaluate the posterior subthalamic area (PSA) as a target for deep brain stimulation (DBS) in the treatment of essential tremor (ET). The ventral intermediate nucleus of the thalamus is the traditional target for DBS in the treatment of ET. Recent studies have presented beneficial effects of DBS in the PSA in the treatment of tremor. Twenty-one patients with ET were included in this study. All patients were evaluated before and 1 year after surgery, on and off stimulation, using the essential tremor rating scale (ETRS). A marked microlesional effect was noticed in 83%, in some cases obviating the need for electrical stimulation for many months. The total ETRS was reduced from 46.2 at baseline to 18.7 (60%). Item 5/6 (tremor of the upper extremity) was improved from 6.2 to 0.3 (95%), and items 11 to 14 (hand function) from 9.7 to 1.3 (87%) concerning the contralateral hand. Activities of daily living were improved by 66%. No severe complication occurred. Eight patients presented a postoperative mild dysphasia that regressed within days to weeks. DBS in the PSA resulted in a marked reduction of tremor.
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  • Capelle, Hans-Holger, et al. (author)
  • Bilateral deep brain stimulation for cervical dystonia in patients with previous peripheral surgery
  • 2012
  • In: Movement Disorders. - : Wiley. - 0885-3185 .- 1531-8257. ; 27:2, s. 301-304
  • Journal article (peer-reviewed)abstract
    • Background: There are no data available concerning whether patients with cervical dystonia who have recurrent or new symptoms after peripheral denervation surgery benefit similarly from pallidal deep brain stimulation compared with patients who receive primarily pallidal stimulation. Methods: Data on 7 cervical dystonia patients with recurrent or progressive dystonia after peripheral denervation who underwent pallidal stimulation were prospectively collected. Deep brain stimulation was performed in Mannheim/ Hannover, Germany, or in Umea, Sweden. To the subgroup from Mannheim/Hannover, a second group of patients without previous peripheral surgery was matched. Assessments included the Toronto Western Spasmodic Torticollis Rating Scale and the Burke-FahnMarsden dystonia rating scale, as well as the Tsui scale in the Swedish patients. Results: The 4 patients from Mannheim/Hannover experienced sustained improvement from pallidal stimulation by a mean of 57.5% according to the Toronto Western Spasmodic Torticollis Rating Scale (P <.05) and by a mean of 69.5% according to the Burke-FahnMarsden dystonia rating scale (P <.05) at long-term follow-up of 40.5 months. The patients from Umea had a mean Tsui score of 7 prior to surgery and a mean score of 3 at the mean follow-up of 8 months (62.5%). In the matched group the Toronto Western Spasmodic Torticollis Rating Scale improved by 58.8% and the Burke-Fahn-Marsden dystonia rating scale by 67% (P <.05) at long-term follow-up (mean, 41.5 months). Conclusions: Patients who had prior peripheral surgery for cervical dystonia experience improvement from subsequent pallidal stimulation that is comparable to that of de novo patients. (C) 2011 Movement Disorder Society
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  • Chung, Sun Ju, et al. (author)
  • Alpha-Synuclein Repeat Variants and Survival in Parkinson's Disease
  • 2014
  • In: Movement Disorders. - : Wiley. - 0885-3185. ; 29:8, s. 1053-1057
  • Journal article (peer-reviewed)abstract
    • Objectives: To determine whether alpha-synuclein dinucleotide repeat (REP1) genotypes are associated with survival in Parkinson's disease (PD). Methods: Investigators from the Genetic Epidemiology of Parkinson's Disease Consortium provided REP1 genotypes and baseline and follow-up clinical data for cases. The primary outcome was time to death. Cox proportional hazards regression models were used to assess the association of REP1 genotypes with survival. Results: Twenty-one sites contributed data for 6,154 cases. There was no significant association between alpha-synuclein REP1 genotypes and survival in PD. However, there was a significant association between REP1 genotypes and age at onset of PD (hazard ratio: 1.06; 95% confidence interval: 1.01-1.10; P value = 0.01). Conclusions: In our large consortium study, alpha-synuclein REP1 genotypes were not associated with survival in PD. Further studies of alpha-synuclein's role in disease progression and long-term outcomes are needed. (C) 2014 International Parkinson and Movement Disorder Society
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  • Domellof, Magdalena Eriksson, et al. (author)
  • The relation between cognition and motor dysfunction in drug-naive newly diagnosed patients with parkinson's disease
  • 2011
  • In: Movement Disorders. - New York, N.Y. : Raven Press. - 0885-3185 .- 1531-8257. ; 26:12, s. 2183-2189
  • Journal article (peer-reviewed)abstract
    • Recent studies have reported cognitive decline to be common in the early phase of Parkinson's disease. Imaging data connect working memory and executive functioning to the dopamine system. It has also been suggested that bradykinesia is the clinical manifestation most closely related to the nigrostriatal lesion. Exploring the relationship between motor dysfunction and cognition can help us find shared or overlapping systems serving different functions. This relationship has been sparsely investigated in population-based studies of untreated Parkinson's disease. The aim of the present study was to investigate the association between motor signs and cognitive performance in the early stages of Parkinson's disease before the intake of dopaminergic medication. Patients were identified in a population-based study of incident cases with idiopathic parkinsonism. Patients with the postural instability and gait disturbances phenotype were compared with patients with the tremor-dominant phenotype on demographics and cognitive measures. Associations between cognitive and motor scores were investigated, with age, education, and sex controlled for. Bradykinesia was associated with working memory and mental flexibility, whereas axial signs were associated with episodic memory and visuospatial functioning. No significant differences in the neuropsychological variables were found between the postural instability and gait disturbances phenotype and the tremor phenotype. Our results indicate a shared system for slow movement and inflexible thinking that may be controlled by a dopaminergic network different from dopaminergic networks involved in tremor and/or rigidity. The association between axial signs and memory and visuospatial function may point to overlapping systems or pathologies related to these abilities.(C) 2011 Movement Disorder Society
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  • Hariz, Gun-Marie, et al. (author)
  • Patients' perceptions of life shift after deep brain stimulation for primary dystonia : a qualitative study
  • 2011
  • In: Movement Disorders. - : Wiley. - 0885-3185 .- 1531-8257. ; 26:11, s. 2101-2106
  • Journal article (peer-reviewed)abstract
    • Studies of deep brain stimulation for dystonia have shown significant motor improvement. However, patients' perceptions of surgery and its effects have been less studied. We aimed to explore perceptions of changes in life in patients with primary dystonia after deep brain stimulation. Thirteen patients underwent thematic interviews 8-60 months after pallidal deep brain stimulation. Interviews were transcribed verbatim and analyzed with grounded theory. Patients described a profound impact of dystonia on daily life. After surgery, physical changes with a more upright posture and fewer spasms translated into an easier, more satisfying life with greater confidence. Notwithstanding this positive outcome, the transition from a limited life before surgery to opportunities for a better life exhibited obstacles: The "new life" after deep brain stimulation was stressful, including concern about being dependent on the stimulator as well as having to deal with interfering side effects from deep brain stimulation. The whole coping process meant that patients had to quickly shift focus from struggling to adapt to a slowly progressive disorder to adjustment to a life with possibilities, but also with new challenges. In this demanding transition process, patients wished to be offered better professional guidance and support. Even though deep brain stimulation provides people with primary dystonia with a potential for better mobility and more confidence, patients experienced new challenges and expressed the need for support and counseling after surgery. Grounded theory is a useful method to highlight patients' own experience and contributes to a deeper understanding of the impact of deep brain stimulation on patients with dystonia.
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  • Hariz, Marwan, et al. (author)
  • Future of Brain Stimulation : New Targets, New Indications, New Technology
  • 2013
  • In: Movement Disorders. - : Wiley-Blackwell. - 0885-3185 .- 1531-8257. ; 28:13, s. 1784-1792
  • Research review (peer-reviewed)abstract
    • In the last quarter of a century, DBS has become an established neurosurgical treatment for Parkinson's disease (PD), dystonia, and tremors. Improved understanding of brain circuitries and their involvement in various neurological and psychiatric illnesses, coupled with the safety of DBS and its exquisite role as a tool for ethical study of the human brain, have unlocked new opportunities for this technology, both for future therapies and in research. Serendipitous discoveries and advances in structural and functional imaging are providing abundant new brain targets for an ever-increasing number of pathologies, leading to investigations of DBS in diverse neurological, psychiatric, behavioral, and cognitive conditions. Trials and proof of concept studies of DBS are underway in pain, epilepsy, tinnitus, OCD, depression, and Gilles de la Tourette syndrome, as well as in eating disorders, addiction, cognitive decline, consciousness, and autonomic states. In parallel, ongoing technological development will provide pulse generators with longer battery longevity, segmental electrode designs allowing a current steering, and the possibility to deliver on-demand stimulation based on closed-loop concepts. The future of brain stimulation is certainly promising, especially for movement disordersthat will remain the main indication for DBS for the foreseeable futureand probably for some psychiatric disorders. However, brain stimulation as a technique may be at risk of gliding down a slippery slope: Some reports indicate a disturbing trend with suggestions that future DBS may be proposed for enhancement of memory in healthy people, or as a tool for treatment of antisocial behavior and for improving morality. (c) 2013 International Parkinson and Movement Disorder Society
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  • Hariz, Marwan (author)
  • Twenty-five years of deep brain stimulation : Celebrations and apprehensions
  • 2012
  • In: Movement Disorders. - : Wiley. - 0885-3185 .- 1531-8257. ; 27:7, s. 930-933
  • Journal article (other academic/artistic)abstract
    • The year 2012 marks the 25th anniversary of the birth of modern deep brain stimulation (DBS), which was introduced by Benabid et al in 1987, initially to treat tremor with DBS of the ventral intermediate nucleus of the thalamus. The subsequent extension of DBS to the subthalamic nucleus (STN), demonstrating its efficacy on virtually all symptoms of advanced Parkinson's disease (PD), sparked an era of intense clinical and research activities, eventually transcending PD and movement disorders to encompass mood and mind. Investigations of the role of DBS in a variety of neurological, psychiatric, cognitive, and behavioral conditions is ongoing. Serendipitous discoveries and advances in functional imaging are providing new brain targets for an increasing number of pathologies. Toward the end of this quarter of a century of DBS, there have been some indications that the field may be at risk of gliding down a slippery slope, reminiscent of the excesses of the old-era DBS. Although there are many reasons this year to celebrate the achievements of 25 years of modern DBS, there are also reasons to fear the opening of a new Pandora's box.
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  • Heckman, Michael G., et al. (author)
  • Population-specific Frequencies for LRRK2 Susceptibility Variants in the Genetic Epidemiology of Parkinson's Disease (GEO-PD) Consortium
  • 2013
  • In: Movement Disorders. - : Wiley. - 0885-3185. ; 28:12, s. 1740-1744
  • Journal article (peer-reviewed)abstract
    • BackgroundVariants within the leucine-rich repeat kinase 2 gene are recognized as the most frequent genetic cause of Parkinson's disease. Leucine-rich repeat kinase 2 variation related to disease susceptibility displays many features that reflect the nature of complex, late-onset sporadic disorders like Parkinson's disease. MethodsThe Genetic Epidemiology of Parkinson's Disease Consortium recently performed the largest genetic association study for variants in the leucine-rich repeat kinase 2 gene across 23 different sites in 15 countries. ResultsHerein, we detail the allele frequencies for the novel risk factors (p.A419V and p.M1646T) and the protective haplotype (p.N551K-R1398H-K1423K) nominated in the original publication. Simple population allele frequencies not only can provide insight into the clinical relevance of specific variants but also can help genetically define patient groups. ConclusionsEstablishing individual patient-based genomic susceptibility profiles that incorporate both risk factors and protective factors will determine future diagnostic and treatment strategies. (c) 2013 International Parkinson and Movement Disorder Society
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  • Kalliolia, Eirini, et al. (author)
  • Plasma Melatonin Is Reduced in Huntington's Disease
  • 2014
  • In: Movement Disorders. - : Wiley. - 0885-3185 .- 1531-8257. ; 29:12, s. 1511-1515
  • Journal article (peer-reviewed)abstract
    • This study was undertaken to determine whether the production of melatonin, a hormone regulating sleep in relation to the light/dark cycle, is altered in Huntington's disease. We analyzed the circadian rhythm of melatonin in a 24-hour study of cohorts of control, premanifest, and stage II/III Huntington's disease subjects. The mean and acrophase melatonin concentrations were significantly reduced in stage II/III Huntington's disease subjects compared with controls. We also observed a nonsignificant trend toward reduced mean and acrophase melatonin in premanifest Huntington's disease subjects. Onset of melatonin rise was significantly more temporally spread in both premanifest and stage II/III Huntington's disease subjects compared with controls. A nonsignificant trend also was seen for reduced pulsatile secretion of melatonin. Melatonin concentrations are reduced in Huntington's disease. Altered melatonin patterns may provide an explanation for disrupted sleep and circadian behavior in Huntington's disease, and represent a biomarker for disease state. Melatonin therapy may help the sleep disorders seen in Huntington's disease. (c) 2014 The Authors. Movement Disorders published by Wiley Periodicals, Inc. on behalf of International Parkinson and Movement Disorder Society.
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  • Linder, Jan, 1957-, et al. (author)
  • Incidence of Parkinson's disease and parkinsonism in northern Sweden : a population-based study
  • 2010
  • In: Movement Disorders. - : Wiley. - 0885-3185 .- 1531-8257. ; 25:3, s. 341-348
  • Journal article (peer-reviewed)abstract
    • The differential diagnosis of parkinsonian disorders is difficult, especially early in the course of the diseases. The clinical subtypes of Parkinson's disease (PD) have not so far been described in newly diagnosed patients. We present a prospective incidence cohort study of patients with idiopathic parkinsonian syndromes in the Umeå region in northern Sweden identified over a 4-year period. The clinical diagnoses were re-evaluated at follow-up visits at 12 months. We found 138 patients with parkinsonism: 112 PD, 12 multiple system atrophy with predominant parkinsonism (MSA-P), six progressive supranuclear palsy (PSP) and eight unclassifiable patients. The crude incidences for all age ranges per 100,000 were: PD 19.7 (95% confidence interval 16.1-23.3); MSA-P 2.1 (1.1-3.7); PSP 1.1 (0.4-2.4); idiopathic parkinsonism 24.3 (20.2-28.4). Age-standardized to the average Swedish population 2004-2007: PD 22.5 (18.3-26.7); MSA-P 2.4 (1.2-4.2); PSP 1.2 (0.4-2.6); idiopathic parkinsonism 27.5 (22.9-32.1). The crude annual incidence rate for PD, with exclusion of patients with normal dopamine receptor uptake (FP-CIT-SPECT), was 18.8 per 100,000 (95% confidence interval 15.2-22.4), age-adjusted to the average Swedish population 2004 to 2007: 21.5 (17.4-25.6). The incidence rates did not differ significantly between men and women. The cumulative incidence of PD up to 89 years of age was for men 3.4%, for women 2.6%, and for both sexes combined 2.9%. The annual incidence rates found for PD, idiopathic parkinsonism, MSA-P and PSP are among the highest reported.
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  • Martinez-Fernandez, Raul, et al. (author)
  • Deep Brain Stimulation for Gilles de la Tourette Syndrome : A Case Series Targeting Subregions of the Globus Pallidus Internus
  • 2011
  • In: Movement Disorders. - New York, N.Y. : Raven Press. - 0885-3185 .- 1531-8257. ; 26:10, s. 1922-1930
  • Journal article (peer-reviewed)abstract
    • Deep brain stimulation remains an experimental treatment for patients with Gilles de la Tourette syndrome. Currently, a major controversial issue is the choice of brain target that leads to optimal patient outcomes within a presumed network of basal ganglia and cortical pathways involved in tic pathogenesis. This report describes our experience with patients with severe refractory Gilles de la Tourette syndrome treated with globus pallidus internus deep brain stimulation. Five patients were selected for surgery, 2 targeting the posteroventral globus pallidus internus and 2 targeting the anteromedial region. The remaining patient was first targeted on the posterolateral region, but after 18 months the electrodes were relocated in the anteromedial area. Tics were clinically assessed in all patients pre- and postoperatively using the Modified Rush Video protocol and the Yale Global Tic Severity Scale. Obsessive-compulsive behaviors were quantified with the Yale Brown Obsessive Compulsive Scale. The Gilles de la Tourette Syndrome Quality of Life Scale was also completed. All patients experienced improvements in tic severity but to variable extents. More convincing improvements were seen in patients with electrodes sited in the anteromedial region of the globus pallidus internus than in those with posterolateral implants. Mean reduction in the Modified Rush Video Rating scale for each group was 54% and 37%, respectively. Our open-label limited experience supports the use of the anteromedial globus pallidus internus as a promising target for future planned randomized double-blind trials of deep brain stimulation for patients with Gilles de la Tourette syndrome.
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  • Meppelink, Anne Marthe, et al. (author)
  • Transcutaneous Port for Continuous Duodenal Levodopa/Carbidopa Administration in Parkinson's Disease
  • 2011
  • In: Movement Disorders. - : Wiley. - 0885-3185 .- 1531-8257. ; 26:2, s. 331-334
  • Journal article (peer-reviewed)abstract
    • Motor fluctuations in Parkinson's disease (PD) can be reduced by intraduodenal infusion of levodopa-carbidopa (Duodopa®) via percutaneous endoscopic gastrojejunostomy (PEG). We applied the transcutaneous soft-tissue anchored titanium port (T-port) in 15 PD patients with motor fluctuations; 7 Duodopa-naive (non-PEG), and 8 previously receiving Duodopa (former-PEG). Motor scores (UPDRS-III) and quality of life (QOL, PDQ-8) were assessed at baseline and 6 month follow-up. Six patients had local irritation shortly after implantation, persisting in one patient at 6 month follow-up, which led to explantation. After having finished the protocol, four T-ports were explanted in total. UPDRS-III and PDQ-8 scores improved moderately in the non-PEG patients, but remained similar in the former-PEG users. Two former-PEG users developed polyneuropathy. No obstructions, retractions, or leakages occurred. Technical and hygienic properties of the T-port were preferred by most patients. The T-port seems to be suitable for most PD patients qualifying for Duodopa therapy, although local infection may lead to explantation during longer-term follow-up.
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  • Nord, Maria, et al. (author)
  • The Effect of Peripheral Enzyme Inhibitors on Levodopa Concentrations in Blood and CSF
  • 2010
  • In: Movement Disorders. - : John Wiley & Sons. - 0885-3185 .- 1531-8257. ; 25:3, s. 363-367
  • Journal article (peer-reviewed)abstract
    • Levodopa combined with a dopa-decarboxylase inhibitor, such as carbidopa. shifts the metabolism to the COMT pathway. Adding the peripheral acting COMT inhibitor entacapone provides improvement for patients with PD suffering from motor fluctuations. We studied the effects of the enzyme inhibitors entacapone and carbidopa on the levodopa concentrations in CSF and in blood. Five PD patients with wearing-off underwent lumbar drainage and intravenous microdialysis. Samples were taken 12 h daily for 3 days. Day I; intravenous levodopa was given, day 2; additional oral entacapone 200 mg tid, day 3; additional oral entacapone 200 mg bid and carbidopa 25 mg bid. Levodopa in CSF and in dialysates was analysed. The AUC for levodopa increased both in blood and CSF when additional entacapone was given alone and in combination with carbidopa. The C-max of levodopa in both CSF and blood increased significantly. Additional entacapone to levodopa therapy gives an increase of C-max in CSF and in blood. The increase is more evident when entacapone is combined with carbidopa.
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  • Olsson, Bob, 1969, et al. (author)
  • The glial marker YKL-40 is decreased in synucleinopathies.
  • 2013
  • In: Movement disorders : official journal of the Movement Disorder Society. - : Wiley. - 1531-8257. ; 28:14, s. 1882-1885
  • Journal article (peer-reviewed)abstract
    • Microglia are resident immunosurveillant cells in the central nervous system, and astrocytes are important for blood flow, plasticity, and neurotransmitter regulation. The aim of this study was to investigate whether astrocyte and microglial activation, estimated through markers in cerebrospinal fluid and serum, differed between synucleinopathies, tauopathies, and controls.
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  • Papathanou, Maria, et al. (author)
  • Levodopa infusion does not decrease the onset of abnormal involuntary movements in parkinsonian rats
  • 2013
  • In: Movement Disorders. - : Wiley. - 0885-3185 .- 1531-8257. ; 28:8, s. 1072-1079
  • Journal article (peer-reviewed)abstract
    • The short duration of effect of levodopa is linked to pulsatile stimulation of striatal dopamine receptors and dyskinesia induction. However, the recent introduction of intraduodenal (i.d.) infusions and novel oral controlled release formulations of l-dopa may prevent dyskinesia induction and reduce the severity of established involuntary movements. We have compared the effects of twice-daily intraperitoneal (i.p.) administration and daily i.d. infusion of l-dopa on the induction and expression of abnormal involuntary movements in 6-hydroxydopamine (6-OHDA)-lesioned rats. Animals were treated with either twice-daily i.p. administration of l-dopa/carbidopa (7.85/12.5 mg/kg) or an 8-hour i.d. infusion of l-dopa/carbidopa (20/5 mg/mL; infusion rate: 0.04 mL/h) for 14 days, after which treatments were switched between groups and continued for a further 14 days. Pulsatile i.p. administration of l-dopa induced moderate to severe abnormal involuntary movements, which gradually increased in severity over the 14 days, but i.d. infusion of l-dopa induced abnormal involuntary movements of a similar severity. Switching from continuous i.d. to pulsatile i.p. administration of l-dopa continued to provoke severe abnormal involuntary movements expression. Switching from pulsatile i.p. to continuous i.d. l-dopa administration did not alter the peak abnormal involuntary movement severity but tended to reduce their duration. Treatment with less pulsatile l-dopa administration using i.d. infusion does not reduce the risk of the appearance of dyskinesia. By contrast, the duration of established dyskinesia can be reduced by more continuous l-dopa delivery in agreement with clinical experience
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  • Ravina, B, et al. (author)
  • Many roads lead to Parkinson's disease
  • 2013
  • In: Movement disorders : official journal of the Movement Disorder Society. - : Wiley. - 1531-8257. ; 28:2, s. 122-123
  • Journal article (other academic/artistic)
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  • Silajdzic, Edina, et al. (author)
  • Flt3 ligand does not differentiate between Parkinsonian disorders.
  • 2014
  • In: Movement Disorders. - : Wiley. - 0885-3185 .- 1531-8257. ; 29:10, s. 1319-1322
  • Journal article (peer-reviewed)abstract
    • Differential diagnosis of parkinsonian disorders is challenging because of overlapping symptoms, especially during early stages of disease. No validated biomarkers are available for early and accurate diagnosis of multiple system atrophy and other parkinsonian disorders. It has been reported that flt3 ligand levels in cerebrospinal fluid could clearly differentiate patients with Parkinson's disease from patients with multiple system atrophy, with 99% sensitivity and 95% specificity.
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  • Memedi, Mevludin, 1983-, et al. (author)
  • Computerized identification of motor complications in Parkinson's disease
  • 2014
  • In: Movement Disorders Supplement. - : Wiley-Blackwell. - 0885-3185. ; , s. S187-S188
  • Conference paper (other academic/artistic)abstract
    • Objective: To investigate whether spirography-based objective measures of motor dysfunctions are able to discriminate between Parkinson’s disease (PD) patients with different motor states (Off and Dyskinesia) and healthy elderly (HE) subjects.Background: Sixty-five advanced PD patients and 10 HE subjects performed repeated assessments of spirography, using a touch screen telemetry device. On each test occasion, they were asked to trace a pre-drawn Archimedes spiral using dominant hand and repeating the test three times. The clinical assessment was only performed in the patient group by animating the three spirals in a web interface, allowing a clinician (DN) to observe accelerations and spa-tial changes during the drawing process. A scale ranging from 0 (normal) to 4 (extremely severe) was used for the assessment of kinematic properties of speed, irregularity and hesitation. Finally, the momentary motor state of the patient was marked using two classes: - 1 (Off) and 1 (Dyskinesia). The HE samples were assigned a 0 (On) class and used in subsequent analysis.Methods: After time series analysis, 13 quantitative measures were calculated for representing the severity of symptoms in each individual kinematic property. Principal Component Analysis was then used to reduce their dimensions by retaining the first 4 principal components (PC). To investigate differences in mean PC scores across the three classes a one-way ANOVA test followed by Tukey multiple comparisons was used. An ordinal logistic regression model, using 10-fold cross-validation, was used to map the 4 PC to the corresponding motor state classes.Results: The agreements between computer and clinician ratings were very good with a weighted area under the receiver operating characteristic curve (AUC) coefficient of 0.91 (Table 1). The mean PC scores were different across the three classes, only at different levels (Fig 1). The Spearman’s rank correlations between the first two PC and visually assessed kinematic properties were: speed (PC1, 0.34; PC2, 0.83), irregularity (PC1, 0.17; PC2, 0.17) and hesitation (PC1, 0.27; PC2, 0.77).Conclusions: These findings suggest that spirography-based objective measures are valid measures of spatial- and time-dependent deficits in PD. The differences among the three classes imply that these measures can be used to assess changes in the motor states in response to therapeutic interventions.
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  • Memedi, Mevludin, 1983-, et al. (author)
  • Visualization of spirography-based objective measures in Parkinson's disease
  • 2014
  • In: Movement Disorders Supplement. - : Wiley-Blackwell. - 0885-3185. ; , s. S187-S189
  • Conference paper (other academic/artistic)abstract
    • Objective: To investigate whether advanced visualizations of spirography-based objective measures are useful in differentiating motor complications among Parkinson’s disease (PD) patients.Background: Sixty-five patients diagnosed with advanced PD have utilized a telemetry test battery, implemented on a touch screen handheld computer, in a telemedicine setting. On each test occasion, they were asked to perform repeated and time-stamped assessments of spiral drawing performance by tracing a pre-drawn Archimedes spiral. The test battery was also used by 10 healthy elderly (HE) subjects.Methods: A web-based framework was developed to visualize the performance during spirography of both patients and HE subjects to a clinician (DN). The performance was depicted by animating the spiral drawings (Fig 1). In addition, the framework displayed two time series views for representing drawing speed (blue line) and displacement from the ideal trajectory (orange line). The views are coordinated and linked i.e. user interactions in one of the views will be reflected in other views. For instance, when the user points in one of the pixels in spiral view, the circle size of the underlying pixel increases and a vertical line appears in the time series views to depict the corresponding position. Fig 1 shows single randomly selected spirals per each subject group: A) a PD patient in Dyskinesia state, B) a HE subject, and C) a PD patient in Off state.Results: The clinician recognized Dyskinesia symptoms as movements made with high speed, smooth/gradual spatial displacements, and a small amount of hesitation (Fig 1A). Similarly, Off symptoms were associated with low speed, sharp/abrupt spatial displacements, and a large amount of hesitation (Fig 1C). In contrast, the spiral drawn by a HE subject (Fig 1B) was associated with unchanging levels of kinematic features i.e. drawing speed, spatial displacements and hesitation over time.Conclusions: Visualizing spirography-based objective measures enables identification of trends and patterns of motor dysfunctions at the patient’s individual level. Dynamic access of visualized motor tests may be useful during the evaluation of therapy-related complications such as under- and over-medications. This will assist during individualized optimization of therapies, enabling patients to spend more time in the On state with a minimum of Off and dyskinetic states.
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