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1.
Hum Brain Mapp ; 38(2): 617-630, 2017 02.
Article in English | MEDLINE | ID: mdl-27207613

ABSTRACT

Spatial covariance mapping can be used to identify and measure the activity of disease-related functional brain networks. While this approach has been widely used in the analysis of cerebral blood flow and metabolic PET scans, it is not clear whether it can be reliably applied to resting state functional MRI (rs-fMRI) data. In this study, we present a novel method based on independent component analysis (ICA) to characterize specific network topographies associated with Parkinson's disease (PD). Using rs-fMRI data from PD and healthy subjects, we used ICA with bootstrap resampling to identify a PD-related pattern that reliably discriminated the two groups. This topography, termed rs-MRI PD-related pattern (fPDRP), was similar to previously characterized disease-related patterns identified using metabolic PET imaging. Following pattern identification, we validated the fPDRP by computing its expression in rs-fMRI testing data on a prospective case basis. Indeed, significant increases in fPDRP expression were found in separate sets of PD and control subjects. In addition to providing a similar degree of group separation as PET, fPDRP values correlated with motor disability and declined toward normal with levodopa administration. Finally, we used this approach in conjunction with neuropsychological performance measures to identify a separate PD cognition-related pattern in the patients. This pattern, termed rs-fMRI PD cognition-related pattern (fPDCP), was topographically similar to its PET-derived counterpart. Subject scores for the fPDCP correlated with executive function in both training and testing data. These findings suggest that ICA can be used in conjunction with bootstrap resampling to identify and validate stable disease-related network topographies in rs-fMRI. Hum Brain Mapp 38:617-630, 2017. © 2016 Wiley Periodicals, Inc.


Subject(s)
Brain/diagnostic imaging , Magnetic Resonance Imaging , Neural Pathways/diagnostic imaging , Parkinson Disease/diagnostic imaging , Parkinson Disease/pathology , Rest , Adult , Aged , Antiparkinson Agents/therapeutic use , Brain/drug effects , Brain Mapping , Cohort Studies , Female , Fluorodeoxyglucose F18 , Humans , Image Processing, Computer-Assisted , Levodopa/therapeutic use , Logistic Models , Male , Middle Aged , Oxygen/blood , Parkinson Disease/drug therapy , Positron-Emission Tomography , Reproducibility of Results
2.
Med Sci Monit ; 23: 6064-6071, 2017 Dec 23.
Article in English | MEDLINE | ID: mdl-29273705

ABSTRACT

BACKGROUND Pathologic alterations in resting-state brain activity patterns exist among individuals with Parkinson's disease (PD). Since physical exercise alters resting-state brain activity in non-PD populations and improves PD symptoms, we assessed the acute effect of exercise on resting-state brain activity in exercise-trained individuals with PD. MATERIAL AND METHODS Resting-state functional magnetic resonance imaging (fMRI) was collected twice for 17 PD participants at the conclusion of an exercise intervention. The acute effect of exercise was examined for PD participants using the amplitude of low frequency fluctuation (ALFF) before and after a single bout of exercise. Correlations of clinical variables (i.e., PDQ-39 quality of life and MDS-UPDRS) with ALFF values were examined for the exercise-trained PD participants. RESULTS An effect of acute exercise was observed as an increased ALFF signal within the right ventromedial prefrontal cortex (PFC), left ventrolateral PFC, and bilaterally within the substantia nigra (SN). Quality of life was positively correlated with ALFF values within the vmPFC and vlPFC. CONCLUSIONS Given the role of the SN and PFC in motor and non-motor symptoms in PD, the acute increases in brain activity within these regions, if repeated frequently over time (i.e., exercise training), may serve as a potential mechanism underlying exercise-induced PD-specific clinical benefits.


Subject(s)
High-Intensity Interval Training/methods , Parkinson Disease/physiopathology , Parkinson Disease/therapy , Substantia Nigra/physiopathology , Aged , Brain/pathology , Brain Mapping , Exercise/physiology , Female , Humans , Magnetic Resonance Imaging/methods , Male , Membrane Potentials/physiology , Middle Aged , Parkinson Disease/diagnostic imaging , Prefrontal Cortex/physiopathology , Substantia Nigra/diagnostic imaging
3.
Cogn Behav Neurol ; 29(1): 18-23, 2016 Mar.
Article in English | MEDLINE | ID: mdl-27008246

ABSTRACT

BACKGROUND AND OBJECTIVE: Healthy adults often deviate leftward on line bisection tasks (allocentric pseudoneglect) but rightward on body part bisection tasks (egocentric pseudoneglect). People visually estimate distance in peripersonal space by comparing the distance to the length of a body part such as an arm's length (an egocentric reference) or using standard units of distance such as inches (an allocentric reference). Our objective was to learn whether people have pseudoneglect when estimating distances in peripersonal space using egocentric versus allocentric reference frames. METHODS: Twelve healthy participants standing either next to or 5 feet away from a wall were asked to move away from or toward the wall such that their shoulder would be what they judged to be an arm's length or a distance of 1, 2, or 3 feet from the wall. RESULTS: The participants estimated their arm's length more accurately than the standard units of distance (possibly related to learning and practice). Participants were more precise when estimating the length of their left than their right arm. When estimating standard units of distance, participants underestimated the distances on their left side more than on their right. CONCLUSIONS: Our results support the postulate that left pseudoneglect is an allocentric phenomenon related to a hemispheric asymmetry in computing allocentric distances. The participants underestimated 2 and 3 feet, but overestimated 1 foot. This dichotomy may relate to using focused versus distributed attention. The brain mechanisms leading to these asymmetries remain to be determined.


Subject(s)
Cognition/physiology , Distance Perception/physiology , Perceptual Disorders/physiopathology , Aged , Attention , Female , Humans , Learning , Male , Middle Aged , Self Concept , Space Perception/physiology
4.
Cogn Behav Neurol ; 26(3): 133-9, 2013 Sep.
Article in English | MEDLINE | ID: mdl-24077572

ABSTRACT

OBJECTIVE AND BACKGROUND: Persons with Parkinson disease (PD) show hypometric movements and make hypometric estimates of imagined actions. These deficits may be related to misestimates of the length of body parts. Our objective was to learn whether patients with PD are impaired in their estimations of their arm's length and standard units of distance. METHODS: We tested 20 patients with PD, all on therapeutic doses of dopaminergic medications, and 13 healthy controls. In half of the trials, the participants stood so that either their right or left shoulder was adjacent to a wall; in the other half, their right or left shoulder was 5 feet from the wall. In the egocentric testing condition, they were asked to move their body toward or away from the wall to what they considered was an arm's length from the wall. In the allocentric testing condition, they were to move toward or away from the wall so that their proximal shoulder was a standard unit distance of 1, 2, or 3 feet from the wall. RESULTS: The patients with PD made much greater hypometric (too close to the wall) errors. Since at 5 feet from the wall they had to move farther to underestimate distances, their errors cannot be explained by hypometric movements. The results did not differ significantly by egocentric or allocentric estimation, side of shoulder proximity, or side of PD onset. CONCLUSIONS: Our findings support the idea that the egocentric and allocentric hypometria associated with PD is a perceptual rather than motor disorder.


Subject(s)
Parkinson Disease/complications , Parkinson Disease/physiopathology , Perceptual Disorders/etiology , Space Perception , Activities of Daily Living , Aged , Analysis of Variance , Female , Functional Laterality , Humans , Imagination , Learning , Male , Middle Aged , Parkinson Disease/drug therapy , Perceptual Disorders/diagnosis , Perceptual Disorders/physiopathology
5.
NPJ Parkinsons Dis ; 8(1): 28, 2022 Mar 18.
Article in English | MEDLINE | ID: mdl-35304493

ABSTRACT

Identification of individuals at high risk for rapid progression of motor and cognitive signs in Parkinson disease (PD) is clinically significant. Postural instability and gait dysfunction (PIGD) are associated with greater motor and cognitive deterioration. We examined the relationship between baseline clinical factors and the development of postural instability using 5-year longitudinal de-novo idiopathic data (n = 301) from the Parkinson's Progressive Markers Initiative (PPMI). Logistic regression analysis revealed baseline features associated with future postural instability, and we designated this cohort the emerging postural instability (ePI) phenotype. We evaluated the resulting ePI phenotype rating scale validity in two held-out populations which showed a significantly higher risk of postural instability. Emerging PI phenotype was identified before onset of postural instability in 289 of 301 paired comparisons, with a median progression time of 972 days. Baseline cognitive performance was similar but declined more rapidly in ePI phenotype. We provide an ePI phenotype rating scale (ePIRS) for evaluation of individual risk at baseline for progression to postural instability.

6.
Cogn Behav Neurol ; 23(1): 14-8, 2010 Mar.
Article in English | MEDLINE | ID: mdl-20299858

ABSTRACT

OBJECTIVE: This investigation sought to examine the potential moderating influence of heightened anxiety on working memory in Parkinson disease (PD) patients. Further, we wanted to determine whether this moderating influence of anxiety differentially affects PD patients with left hemibody (LBH) versus right hemibody (RHB) onset of motor symptoms. BACKGROUND: Research has examined the neurocognitive effects of depression in PD. However, a paucity of research has examined the effects of heightened anxiety in PD. We predicted that LHB PD patients with heightened anxiety would perform worse on a measure of working memory than RHB PD patients. METHOD: A total of 59 PD patients completed the state-trait anxiety inventory and were also administered the digit span subtest of the Wechsler Memory Scale-III. RESULTS: The results supported the hypotheses, indicating that the LHB PD patients with heightened anxiety performed significantly worse than the RHB PD patients with heightened anxiety and the LHB PD patients with low anxiety. CONCLUSIONS: These findings suggest that left hemibody onset PD patients may experience more disability in their activities of daily living. Future research should explore whether differences also exist between PD patients with and without the diagnosed anxiety disorders.


Subject(s)
Anxiety Disorders/diagnosis , Anxiety Disorders/psychology , Functional Laterality/physiology , Memory Disorders/etiology , Memory, Short-Term , Motor Cortex/physiopathology , Parkinson Disease/physiopathology , Prefrontal Cortex/physiopathology , Aged , Anxiety Disorders/epidemiology , Female , Humans , Male , Memory Disorders/diagnosis , Parkinson Disease/epidemiology , Severity of Illness Index
7.
Neurocase ; 15(2): 119-25, 2009.
Article in English | MEDLINE | ID: mdl-19153869

ABSTRACT

When interacting with objects in their environment, patients with Parkinson's disease (PD) often make hypometric movements (e.g., micrographia). The purpose of this study was to learn if patients with PD, in the absence of overt actions or environmental stimuli, have egocentric (body-centered) conceptual (representational) hypometria. Actions can take place in either proximal or distal peri-personal space. Normally, the right hemisphere has a distal and the right a proximal attentional bias. We also want to learn if a patient with onset of disease in the right hemisphere would have a greater conceptual action hypometria than individuals with left hemispheric onset. Seventeen subjects with PD and 15 age-matched controls were given a questionnaire evaluating subjective perception of personal action space. The questionnaire asked individuals to rate, using a 0-5 scale, the distances between their body and hand when performing the various actions that take place in peri-personal space. When compared to control participants, participants with PD, and especially those with predominant left sided symptoms (right greater than left hemispheric dysfunction) had hypometric mental perceptions for actions that normally occur in far peri-personal space. Individuals with PD appear to demonstrate a conceptual hypometria, suggesting that there is a perturbation of their interactive representational maps and these maps appear to be more disordered by right than left hemisphere dysfunction. However, it is also possible that when making action distance computations, participants used covert actions and it was the hypometric covert actions that induced the computational hypometria.


Subject(s)
Parkinson Disease/psychology , Proprioception , Space Perception , Aged , Female , Functional Laterality , Humans , Male , Surveys and Questionnaires
8.
Cogn Behav Neurol ; 21(3): 138-42, 2008 Sep.
Article in English | MEDLINE | ID: mdl-18797255

ABSTRACT

BACKGROUND: Patients with Parkinson disease (PD) have deficits in the neurotransmitter systems important for the normal allocation of attention. We sought to examine how the presence of PD influences the spatial allocation of reactive (bottom-up) and volitional (top-down) attention. METHODS: To assess the spatial allocation of attention, we used the line bisection task. When assessing "bottom-up" attention, lateral blinking lights were or were not present during the time the PD and normal subjects were attempting to perform line bisections. In the top-down condition, these subjects were asked to name the color of the laterally presented light before bisecting lines. RESULTS: In the bottom-up condition, when compared with control subjects, the participants with PD were not abnormally distracted, but in the top-down condition, imperative stimuli on the right side of the line seemed to influence the PD subjects' allocation of attention. CONCLUSIONS: The results suggest that when voluntarily allocating attention rightward, PD patients have difficulty disengaging and/or reallocating their attention. This disengagement deficit might be related to the frontal-executive dysfunction associated with PD.


Subject(s)
Attention , Parkinson Disease/physiopathology , Aged , Female , Humans , Male , Memory Disorders/epidemiology , Memory, Short-Term , Parkinson Disease/epidemiology , Space Perception , Visual Perception , Volition
9.
CNS Spectr ; 11(7): 521-36, 2006 Jul.
Article in English | MEDLINE | ID: mdl-16816792

ABSTRACT

The introduction of deep brain stimulation (DBS) as a treatment for medication-refractory essential tremor in the late 1980s revealed, for the first time, that "chronically" implanted brain hardware had the potential to modulate neurologic function with surprisingly low morbidity. Over time, the therapeutic promise of DBS has become evident in Parkinson's disease and dystonia. In some experienced centers, complex tremor disorders, such as posttraumatic Holmes tremor and the tremor of multiple sclerosis, are being increasingly targeted. More recently, other indications, including obsessive-compulsive disorder, Tourette's syndrome, major depression, and chronic pain, have been proposed. As the field has expanded, our knowledge about potential cognitive side effects of DBS has also expanded. This article reviews the current knowledge regarding the impact of stimulation of the subthalamic nucleus, globus pallidus internus, and ventralis intermedius nucleus of the thalamus on symptoms in essential tremor, Parkinson's disease, and dystonia. Also discussed are the emerging targets, what is known about the cognitive sequelae of DBS, and what has been learned about the complications and therapeutic failures.


Subject(s)
Brain/physiopathology , Deep Brain Stimulation/methods , Essential Tremor/epidemiology , Essential Tremor/therapy , Mental Disorders/epidemiology , Mental Disorders/physiopathology , Parkinson Disease/epidemiology , Parkinson Disease/therapy , Cognition Disorders/diagnosis , Cognition Disorders/etiology , Deep Brain Stimulation/adverse effects , Essential Tremor/physiopathology , Globus Pallidus/physiopathology , Globus Pallidus/surgery , Humans , Parkinson Disease/physiopathology , Subthalamic Nucleus/physiopathology , Subthalamic Nucleus/surgery
10.
Neuropsychopharmacology ; 39(4): 1020-30, 2014 Mar.
Article in English | MEDLINE | ID: mdl-24165885

ABSTRACT

Medication management in schizophrenia is a lengthy process, as the lack of clinical response can only be confirmed after at least 4 weeks of antipsychotic treatment at a therapeutic dose. Thus, there is a clear need for the discovery of biomarkers that have the potential to accelerate the management of treatment. Using resting-state functional MRI, we examined the functional connectivity of the ventral tegmental area (VTA), the origin of the mesocorticolimbic dopamine projections, in 21 healthy controls and 21 unmedicated patients with schizophrenia at baseline (pre-treatment) and after 1 week of treatment with the antipsychotic drug risperidone (1-week post-treatment). Group-level functional connectivity maps were obtained and group differences in connectivity were assessed on the groups' participant-level functional connectivity maps. We also examined the relationship between pre-treatment/1-week post-treatment functional connectivity and treatment response. Compared with controls, patients exhibited significantly reduced pre-treatment VTA/midbrain connectivity to multiple cortical and subcortical regions, including the dorsal anterior cingulate cortex (dACC) and thalamus. After 1 week of treatment, VTA/midbrain connectivity to bilateral regions of the thalamus was re-established. Pre-treatment VTA/midbrain connectivity strength to dACC was positively correlated with good response to a 6-week course of risperidone, whereas pre-treatment VTA/midbrain connectivity strength to the default mode network was negatively correlated. Our findings suggest that VTA/midbrain resting-state connectivity may be a useful biomarker for the prediction of treatment response.


Subject(s)
Antipsychotic Agents/therapeutic use , Brain Mapping , Neural Pathways/drug effects , Risperidone/therapeutic use , Schizophrenia/drug therapy , Ventral Tegmental Area/drug effects , Adult , Analysis of Variance , Female , Follow-Up Studies , Humans , Image Processing, Computer-Assisted , Magnetic Resonance Imaging , Male , Middle Aged , Neural Pathways/blood supply , Oxygen/blood , Psychiatric Status Rating Scales , Schizophrenia/pathology , Severity of Illness Index , Ventral Tegmental Area/blood supply , Young Adult
11.
J Neurol Sci ; 305(1-2): 131-5, 2011 Jun 15.
Article in English | MEDLINE | ID: mdl-21420691

ABSTRACT

Depression and anxiety have both been associated with relative left frontal hypoactivation and the motor symptoms of Parkinson's disease typically begin in a lateral or asymmetrical fashion. Hence, PD patients with right hemibody onset may experience heightened depression and anxiety. However, research is mixed regarding whether right or left hemibody onset PD is associated with elevated levels of depression and anxiety. This literature, though, has not considered the potential moderating variable of disease duration. We hypothesized that disease duration would be positively correlated with measures of depression and anxiety in right but not left hemibody onset PD patients. The results indicated that scores on the Geriatric Depression Scale, Beck Depression Inventory-II, and the State Trait Anxiety Scale - State correlated positively with disease duration, but only in the right hemibody onset group of PD patients. Thus, right hemibody onset PD is associated with more severe depressive and anxiety symptoms, but only when disease duration is considered.


Subject(s)
Anxiety Disorders/physiopathology , Depressive Disorder/physiopathology , Functional Laterality/physiology , Parkinson Disease/physiopathology , Parkinson Disease/psychology , Severity of Illness Index , Age of Onset , Aged , Anxiety Disorders/etiology , Depressive Disorder/etiology , Female , Humans , Male , Middle Aged , Parkinson Disease/complications , Time Factors
12.
J Rehabil Res Dev ; 45(1): 117-24, 2008.
Article in English | MEDLINE | ID: mdl-18566930

ABSTRACT

This pilot study evaluated the safety and feasibility of a 3-month progressive treadmill aerobic exercise (TM-AEX) program for persons with Parkinson disease with gait impairment. Eight subjects underwent a treadmill stress test to determine eligibility. Of these subjects, three were referred for further cardiac evaluation and five were enrolled. In 136 TM-AEX sessions, 11 falls or near falls and 9 episodes (8 asymptomatic) of systolic blood pressure drops >20 mmHg occurred. Harness supports prevented injury from falls. TM-AEX significantly improved the subjects' total Unified Parkinson's Disease Rating Scale scores and peak ambulatory workload capacities. This study suggests that an aerobic exercise program is feasible for persons who have Parkinson disease with gait impairment; however, precautions must be taken to prevent falls. Systolic blood pressure instability during exercise points to the need for autonomic dysfunction monitoring. Our data indicate that TM-AEX may reduce symptom severity and improve fitness. Further studies are needed for a better understanding of the risks and benefits of TM-AEX in this population.


Subject(s)
Exercise Test , Exercise Therapy/methods , Exercise/physiology , Gait Disorders, Neurologic/rehabilitation , Parkinson Disease/rehabilitation , Accidental Falls/prevention & control , Aged , Feasibility Studies , Female , Humans , Male , Middle Aged , Pilot Projects , Postural Balance , Statistics, Nonparametric , Treatment Outcome
13.
J Rehabil Res Dev ; 45(9): 1343-8, 2008.
Article in English | MEDLINE | ID: mdl-19319758

ABSTRACT

Patients with Parkinson disease (PD) may have decreased physical activity due to motor deficits. We recently validated the reliability of step activity monitors (SAMs) to accurately count steps in PD, and we wished to use them to evaluate the impact of disease severity on home activity levels in PD. Twenty-six subjects with PD (Hoehn and Yahr disease stage 2-4) were recruited to participate in a study of activity levels over 48 hours. Ability to achieve 95% device accuracy was an entry requirement. A Unified Parkinson Disease Rating Scale (UPDRS) evaluation was performed on all subjects, subjects were monitored for 48 hours, and total number of steps per day and maximum steps taken per hour were calculated. Out of 26 subjects, 25 met entry requirements. We calculated the number of steps taken per day, as well as maximal activity levels, and correlated these with UPDRS total score, the activity of daily living subscale, and the UPDRS motor function subscale off and on medication (all p < 0.01). Transition from Hoehn and Yahr stage 2 to stage 3 was associated with a decline in functional mobility (p < 0.005). A microprocessor-linked SAM accurately counted steps in subjects with PD. The number of steps taken correlated highly with disease severity. SAMs may be useful outcome measures in PD.


Subject(s)
Monitoring, Ambulatory/instrumentation , Motor Activity/physiology , Parkinson Disease/physiopathology , Activities of Daily Living , Aged , Disease Progression , Female , Humans , Male , Microcomputers , Parkinson Disease/rehabilitation , Reproducibility of Results , Severity of Illness Index
14.
Mov Disord ; 22(1): 141-5, 2007 Jan.
Article in English | MEDLINE | ID: mdl-17089386

ABSTRACT

We studied the relationship between two screening cognitive measures and off motor Unified Parkinson's Disease Rating Scale (UPDRS) scores in 108 Parkinson's disease patients. Multiple regressions were conducted to examine the UPDRS subscores' unique contributions to cognitive function. When including bradykinesia, rigidity, and postural/gait instability subscores, only bradykinesia predicted Mini Mental Status Examination (MMSE), normalized beta = -0.57, t(104) = -3.31, P < 0.01, and Dementia Rating Scale-2 (DRS-2), normalized beta = -0.45, t(104) = -2.55, P < 0.05. Tremor was not included in the regression analyses because it did not correlate with cognitive function. When including axial and appendicular subscores, only the axial subscore predicted MMSE, normalized beta = -0.39, t(105) = -3.19, P < 0.01, and DRS-2 scores, normalized beta = -0.40, t(106) = -3.28, P < 0.01. When including left-sided and right-sided subscores, only the right-sided symptoms predicted DRS-2 scores, normalized beta = -0.28, t(105) = -2.45, P < 0.05, and showed a trend toward predicting MMSE scores, normalized beta = -0.22, t(105) = -1.95, P = 0.054. We therefore found that right-sided symptoms (for laterality), axial symptoms (for region), and bradykinesia (for type of symptoms) were the best predictors of cognitive function.


Subject(s)
Cognition Disorders/etiology , Functional Laterality/physiology , Parkinson Disease/complications , Statistics as Topic , Aged , Disability Evaluation , Female , Humans , Male , Mental Status Schedule , Middle Aged , Severity of Illness Index
15.
Neuropsychiatr Dis Treat ; 3(1): 161-7, 2007 Feb.
Article in English | MEDLINE | ID: mdl-19300546

ABSTRACT

Several studies have related pathological gambling in PD to dopamine agonist therapy. A mail-in survey was sent to PD patients seen at the University of Florida Movement Disorders Center to determine gambling frequency and behavior, and any lifestyle or environmental factors associated with compulsive gambling in PD. 462 surveys were sent and 127 completed surveys were returned, of which ten were from patients who met criteria for compulsive gambling. All ten were taking dopamine agonists coincident with the compulsive gambling. Compulsive gamblers were younger, and psychological distress measures revealed that compulsive gamblers exhibited higher levels of anxiety, anger, and confusion. Thus in this cohort, we have uncovered the several characteristics of the most likely PD compulsive gambler, namely: (young) age, "angry", "anxious", and using a (dopamine) agonist.

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