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1.
J Neurol ; 271(5): 2798-2809, 2024 May.
Article in English | MEDLINE | ID: mdl-38416170

ABSTRACT

BACKGROUND: Although apathy and impulse control disorders (ICDs) are considered to represent opposite extremes of a continuum of motivated behavior (i.e., hypo- and hyperdopaminergic behaviors), they may also co-occur in Parkinson's disease (PD). OBJECTIVES: We aimed to explore the co-occurrence of ICDs and apathy and its neural correlates analyzing gray matter (GM) changes in early untreated PD patients. Moreover, we aimed to investigate the possible longitudinal relationship between ICDs and apathy and their putative impact on cognition during the first five years of PD. METHODS: We used the Parkinson's Progression Markers Initiative (PPMI) database to identify the co-occurrence of apathy and ICDs in 423 early drug-naïve PD patients at baseline and at 5-year follow-up. Baseline MRI volumes and gray matter changes were analyzed between groups using voxel-based morphometry. Multi-level models assessed the longitudinal relationship (across five years) between apathy and ICDs and cognitive functioning. RESULTS: At baseline, co-occurrence of apathy and ICDs was observed in 23 patients (5.4%). This finding was related to anatomical GM reduction along the cortical regions involved in the limbic circuit and cognitive control systems. Longitudinal analyses indicated that apathy and ICDs were related to each other as well as to the combined use of levodopa and dopamine agonists. Worse apathetic and ICDs states were associated with poorer executive functions. CONCLUSIONS: Apathy and ICDs are joint non-exclusive neuropsychiatric disorders also in the early stages of PD and their co-occurrence was associated with GM decrease in several cortical regions of the limbic circuit and cognitive control systems.


Subject(s)
Apathy , Disruptive, Impulse Control, and Conduct Disorders , Gray Matter , Magnetic Resonance Imaging , Parkinson Disease , Humans , Parkinson Disease/complications , Parkinson Disease/pathology , Parkinson Disease/diagnostic imaging , Parkinson Disease/physiopathology , Apathy/physiology , Male , Female , Middle Aged , Aged , Gray Matter/diagnostic imaging , Gray Matter/pathology , Disruptive, Impulse Control, and Conduct Disorders/etiology , Disruptive, Impulse Control, and Conduct Disorders/physiopathology , Disruptive, Impulse Control, and Conduct Disorders/diagnostic imaging , Disruptive, Impulse Control, and Conduct Disorders/pathology , Longitudinal Studies , Impulsive Behavior/physiology
2.
Neurol Sci ; 45(7): 3153-3161, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38231374

ABSTRACT

INTRODUCTION: Impulse control disorders (ICDs) frequently occur in Parkinson's disease (PD), and an early identification is essential to prevent severe psychosocial consequences. The Questionnaire for Impulsive-Compulsive Disorders in Parkinson's Disease-Rating Scale (QUIP-RS) has been developed to evaluate the severity of ICDs along with a range of impulsive-compulsive behaviors (ICBs) in PD; however, its Italian version has not yet been validated. METHODS: One hundred consecutive outpatients with PD were administered an Italian version of the QUIP-RS and a brief neuropsychological assessment to evaluate global cognitive status and scales to measure depression, apathy and impulsive disorders. We evaluated the internal consistency, convergent and divergent validity, and factorial structure of QUIP-RS. We also explored the possible association between QUIP-RS scores and clinical factors and dopaminergic medication. RESULTS: Subsyndromal ICDs manifestations were observed in 54% of the patients, and one in four (22%) reported two or more ICDs or related behaviors. The QUIP-RS demonstrated good internal consistency (Cronbach's alpha = 0.806) and construct validity, and its factorial structure reflected different ICDs and ICBs domains. No association emerged between QUIP-RS scores and the clinical aspects of PD and dopaminergic medication. CONCLUSION: We provided, for the first time, an Italian translation of the QUIP-RS and demonstrated its feasibility in clinical and research settings. Severity of ICDs was independent of clinical factors and dopaminergic medication, underlining the need to adopt a broader perspective on their etiopathology in PD.


Subject(s)
Disruptive, Impulse Control, and Conduct Disorders , Parkinson Disease , Psychiatric Status Rating Scales , Humans , Parkinson Disease/complications , Parkinson Disease/psychology , Parkinson Disease/diagnosis , Female , Male , Italy , Disruptive, Impulse Control, and Conduct Disorders/diagnosis , Disruptive, Impulse Control, and Conduct Disorders/etiology , Aged , Middle Aged , Psychiatric Status Rating Scales/standards , Reproducibility of Results , Cohort Studies , Severity of Illness Index , Surveys and Questionnaires/standards , Psychometrics/standards
3.
Cogn Affect Behav Neurosci ; 24(1): 156-170, 2024 02.
Article in English | MEDLINE | ID: mdl-38049608

ABSTRACT

BACKGROUND: Social cognition is impaired in Parkinson's disease (PD). Whether social cognitive impairment (iSC) is a by-product of the underlying cognitive deficits in PD or a process independent of cognitive status is unknown. To this end, the present study was designed to investigate the weight of specific cognitive deficits in social cognition, considering different mild cognitive impairment subtypes of PD (PD-MCI). METHODS: Fifty-eight PD patients underwent a neuropsychological battery assessing executive functions, memory, language, and visuospatial domains, together with social cognitive tests focused on theory of mind (ToM). Patients were divided into subgroups according to their clinical cognitive status: amnestic PD-MCI (PD-aMCI, n = 18), non-amnestic PD-MCI (PD-naMCI, n = 16), and cognitively unimpaired (PD-CU, n = 24). Composite scores for cognitive and social domains were computed to perform mediation analyses. RESULTS: Memory and language impairments mediated the effect of executive functioning in social cognitive deficits in PD patients. Dividing by MCI subgroups, iSC occurred more frequently in PD-aMCI (77.8%) than in PD-naMCI (18.8%) and PD-CU (8.3%). Moreover, PD-aMCI performed worse than PD-CU in all social cognitive measures, whereas PD-naMCI performed worse than PD-CU in only one subtype of the affective and cognitive ToM tests. CONCLUSIONS: Our findings suggest that ToM impairment in PD can be explained by memory dysfunction that mediates executive control. ToM downsides in the amnesic forms of PD-MCI may suggest that subtle changes in social cognition could partly explain future transitions into dementia. Hence, the evaluation of social cognition in PD is critical to characterize a possible behavioral marker of cognitive decline.


Subject(s)
Cognition Disorders , Cognitive Dysfunction , Parkinson Disease , Theory of Mind , Humans , Parkinson Disease/complications , Parkinson Disease/psychology , Cognitive Dysfunction/etiology , Cognitive Dysfunction/psychology , Executive Function , Memory Disorders , Neuropsychological Tests
4.
Eur J Neurol ; 31(2): e16109, 2024 Feb.
Article in English | MEDLINE | ID: mdl-37922498

ABSTRACT

BACKGROUND AND PURPOSE: Obstructive sleep apnea (OSA) frequently occurs in Parkinson Disease (PD), probably caused by upper airway dysfunctions or shared pathogenetic mechanisms. OSA may precede PD diagnosis or worsen throughout its course, but its relationship with clinical features and dopaminergic medication remains unclear. This meta-analysis aimed to provide a reliable estimate of OSA prevalence in the PD population (PD-OSA) and to clarify its clinical associated factors to help clinicians in understanding the underlying pathophysiological mechanisms. METHODS: A systematic literature search was performed up to April 2023 using the PubMed, Scopus, and PsycINFO databases. Articles were included if they provided data on PD patients with and without OSA. Pooled prevalence for PD-OSA was calculated using the proportions of PD participants diagnosed with OSA. Demographic and clinical features associated with PD-OSA were explored by comparing PD patients with and without OSA. RESULTS: Seventeen studies were included in the meta-analysis. Pooled OSA prevalence was 45% of a total sample of 1448 PD patients and was associated with older age, male sex, higher body mass index (BMI), more severe motor disturbances and periodic limb movements, reduced risk of rapid eye movement sleep behavior disorder, intake of dopamine agonists, and worse excessive daytime sleepiness. No relationship emerged with cognitive functioning and neuropsychiatric manifestations. CONCLUSIONS: OSA affects nearly half of PD patients as a secondary outcome of predisposing factors such as older age and higher BMI in addition to PD-related motor impairment. Future studies should focus on determining the impact of both clinical features and dopaminergic medication on the development of PD-OSA.


Subject(s)
Parkinson Disease , REM Sleep Behavior Disorder , Sleep Apnea, Obstructive , Humans , Male , Parkinson Disease/complications , Parkinson Disease/epidemiology , Polysomnography , Prevalence , REM Sleep Behavior Disorder/etiology , REM Sleep Behavior Disorder/complications , Sleep Apnea, Obstructive/epidemiology , Sleep Apnea, Obstructive/complications
6.
Aging Clin Exp Res ; 35(10): 2157-2163, 2023 Oct.
Article in English | MEDLINE | ID: mdl-37480503

ABSTRACT

BACKGROUND: This study aimed at: (1) assessing, in an Italian cohort of non-demented Parkinson's disease (PD) patients, the construct validity of the Montreal Cognitive Assessment (MoCA) against both first- and second-level cognitive measures; (2) delivering an exhaustive and updated evaluation of its diagnostic properties. METHODS: A retrospective cohort of N = 237 non-demented PD patients having been administered the MoCA was addressed, of whom N = 169 further underwent the Mini-Mental State Examination (MMSE) and N = 68 the Parkinson's Disease Cognitive Rating Scale (PD-CRS). A subsample (N = 60) also underwent a second-level cognitive battery encompassing measures of attention/executive functioning, language, memory, praxis and visuo-spatial abilities. Construct validity was assessed against both the PD-CRS and the second-level cognitive battery. Diagnostics were tested via receiver-operating characteristics analyses against a below-cut-off MMSE score. RESULTS: The MoCA was associated with both PD-CRS scores (p < .001) and the vast majority of second-level cognitive measures (ps < .003). Both raw and adjusted MoCA scores proved to be highly accurate to the aim of identifying patients with MMSE-confirmed cognitive dysfunctions. A MoCA score adjusted for age and education according to the most recent normative dataset and < 19.015 is herewith suggested as indexing cognitive impairment in this population (AUC = .92; sensitivity = .92; specificity = .80). DISCUSSION: The Italian MoCA is a valid and diagnostically sound screener for global cognitive inefficiency in non-demented PD patients. Further studies are nevertheless needed that confirm its diagnostic values against a measure other than the MMSE.


Subject(s)
Cognitive Dysfunction , Parkinson Disease , Humans , Parkinson Disease/complications , Parkinson Disease/diagnosis , Retrospective Studies , Mental Status and Dementia Tests , Cognitive Dysfunction/diagnosis , Cognitive Dysfunction/etiology , Language
7.
Brain Sci ; 13(6)2023 Jun 18.
Article in English | MEDLINE | ID: mdl-37371442

ABSTRACT

Altered self-awareness or anosognosia may impact patients' everyday life by interfering with their safe and independent functioning. Symptom awareness has been linked to executive dysfunctions caused by damage to frontal regions. Apathy is a frequent neuropsychiatric manifestation of Parkinson's disease (PD) and is considered a consequence of altered functioning of cortico-subcortical circuitries connecting the prefrontal cortex (PFC) with the basal ganglia. Thus, apathetic PD patients may be not be fully aware of their condition due to shared neuropathophysiological mechanisms. The present study aimed to explore the awareness of apathy in PD patients by comparing the self-reported evaluations with their caregivers' ratings. Moreover, we explored the clinical predictors of possible discrepancies and their consequences on patients' self-reported evaluation of quality of life (QoL). We found a fair agreement between patients' self-reports and caregivers' ratings on apathy scores, with patients reporting less severe apathetic symptoms, especially those related to executive and auto-activation processing, compared to their caregivers' reports. Executive functioning was found to mediate the relationship between disease stage and awareness of the apathetic state. Awareness of executive apathy impacted patients' self-reported QoL. Therefore, PD patients might be unaware of their apathetic symptoms, especially those with worse executive functioning, which plays a key role in metacognitive processes such as self-monitoring and error detection. Anosognosia for apathy in PD patients may affect their QoL perception and leads to misleading self-report evaluations that delay diagnosis and treatment.

8.
J Neural Transm (Vienna) ; 130(5): 687-696, 2023 05.
Article in English | MEDLINE | ID: mdl-36976351

ABSTRACT

BACKGROUND: This study aimed at assessing the cross-sectional and longitudinal clinimetrics and feasibility of the Frontal Assessment Battery (FAB) in non-demented Parkinson's disease (PD) patients. METHODS: N = 109 PD patients underwent the FAB and the Montreal Cognitive Assessment (MoCA). A subsample of patients further underwent a thorough motor, functional and behavioral evaluation (the last including measures of anxiety, depression and apathy). A further subsample was administered a second-level cognitive battery tapping on attention, executive functioning, language, memory, praxis and visuo-spatial abilities. The following properties of the FAB were tested: (1) concurrent validity and diagnostics against the MoCA; (2) convergent validity against the second-level cognitive battery; (4) association with motor, functional and behavioral measures; (5) capability to discriminate patients from healthy controls (HCs; N = 96); (6) assessing its test-retest reliability, susceptibility to practice effects and predictive validity against the MoCA, as well as deriving reliable change indices (RCIs) for it, at a ≈ 6-month interval, within a subsample of patients (N = 33). RESULTS: The FAB predicted MoCA scores at both T0 and T1, converged with the vast majority of second-level cognitive measures and was associated with functional independence and apathy. It accurately identified cognitive impairment (i.e., a below-cut-off MoCA score) in patients, also discriminating patients from HCs. The FAB was reliable at retest and free of practice effects; RCIs were derived according to a standardized regression-based approach. DISCUSSION: The FAB is a clinimetrically sound and feasible screener for detecting dysexecutive-based cognitive impairment in non-demented PD patients.


Subject(s)
Cognitive Dysfunction , Parkinson Disease , Humans , Parkinson Disease/complications , Parkinson Disease/diagnosis , Parkinson Disease/psychology , Reproducibility of Results , Cross-Sectional Studies , Feasibility Studies , Neuropsychological Tests , Cognitive Dysfunction/etiology , Cognitive Dysfunction/complications , Language
10.
Sleep Med Rev ; 68: 101759, 2023 04.
Article in English | MEDLINE | ID: mdl-36708642

ABSTRACT

Sleep disorders (SDs) are common non-motor symptoms of Parkinson's disease (PD) with wide variability in their prevalence rates. The etiology of SDs in PD is multifactorial because the degenerative processes underlying the disease and their interaction with drugs and clinical features may promote REM sleep behavior disorder (RBD), excessive daytime sleepiness (EDS) and insomnia. Therefore, we designed a meta-analytic study to provide a reliable estimate of the prevalence and associated clinical and neuropsychiatric aspects of SDs in PD. A systematic literature search was performed up to February 2022. Pooled RBD prevalence was 46%, and its occurrence was associated with older age, lower education, longer disease duration, higher levodopa equivalent daily dose (LEDD), worse motor and autonomic manifestations, poorer quality of life and autonomy, and more severe neuropsychiatric symptoms. The pooled prevalence of EDS was 35% and was associated with older age, longer disease duration, worse motor and autonomic symptoms, higher LEDD, reduced autonomy, and more severe neuropsychiatric symptoms. Insomnia was reported in 44% of PD patients and was related to longer disease duration, higher LEDD, and more severe depression. SDs are associated with a more severe PD clinical phenotype; further studies should explore the pathophysiological mechanisms underlying SDs and develop targeted therapeutic strategies.


Subject(s)
Disorders of Excessive Somnolence , Parkinson Disease , REM Sleep Behavior Disorder , Sleep Initiation and Maintenance Disorders , Sleep Wake Disorders , Humans , REM Sleep Behavior Disorder/etiology , REM Sleep Behavior Disorder/complications , Parkinson Disease/complications , Parkinson Disease/epidemiology , Parkinson Disease/drug therapy , Wakefulness , Sleep Initiation and Maintenance Disorders/epidemiology , Sleep Initiation and Maintenance Disorders/complications , Quality of Life , Prevalence , Sleep , Disorders of Excessive Somnolence/epidemiology , Disorders of Excessive Somnolence/diagnosis
11.
Neurol Sci ; 44(5): 1607-1612, 2023 May.
Article in English | MEDLINE | ID: mdl-36653542

ABSTRACT

INTRODUCTION: Depression is one of the most disabling neuropsychiatric manifestations of Parkinson's disease (PD) and requires proper screening and diagnosis because it affects the overall prognosis and quality of life of patients. This study aimed to assess the psychometric and diagnostic properties of the Beck Depression Inventory-II (BDI-II) in an Italian PD cohort. MATERIALS AND METHODS: Fifty consecutive outpatients with PD underwent the Italian version of the BDI-II and other questionnaires to evaluate anxiety and apathetic symptoms. Patients' caregivers completed the depression/dysphoria domain of the Neuropsychiatric Inventory (NPI-D). We evaluated the internal consistency, convergent and divergent validity, and factorial structure of BDI-II. Sensitivity, specificity, positive and negative predictive values, and likelihood ratios were computed using ROC analyses, and an optimal cutoff was defined using the Youden index. RESULTS: The BDI-II proved to be internally consistent (Cronbach's α = 0.840) and substantially met the bi-factorial structure. Regarding construct validity, the BDI-II was substantially related to anxiety measures, but not to apathy. With the combination of the NPI-D and anxiety score used as the gold standard, the BDI-II overall showed good accuracy (AUC = 0.859) with adequate sensitivity (75%) and specificity (87%). The optimal cutoff point was defined at 14.50. CONCLUSIONS: We provide evidence of the psychometric and diagnostic properties of the Italian version of the BDI-II as a screening tool for depression in patients with PD. The BDI-II was found to be reliable and valid for the measurement of depression in patients with PD; therefore, it is available for use in clinical research and practice.


Subject(s)
Depression , Parkinson Disease , Humans , Psychometrics , Depression/diagnosis , Depression/etiology , Parkinson Disease/complications , Parkinson Disease/diagnosis , Parkinson Disease/psychology , Quality of Life , Reproducibility of Results , Psychiatric Status Rating Scales
12.
Neuropsychologia ; 176: 108389, 2022 11 05.
Article in English | MEDLINE | ID: mdl-36206823

ABSTRACT

Theory of Mind (ToM) is the ability to infer and reason about others' mental states, a process impaired by Parkinson's disease (PD). ToM performance in PD seems to be strongly related to executive functioning but the exact nature of this relationship is still unclear. We aim to investigate the direct impact of several executive dysfunctions on ToM deficits (Affective and Cognitive ToM) in PD patients. Sixty-eight PD patients underwent neuropsychological tests evaluating executive control such as inhibition, cognitive flexibility, processing speed or working memory and Cognitive and Affective ToM. We divided participants into two groups based on their performance on executive tests: PD patients with poor executive functioning (PD-EF-) and those with preserved executive functioning (PD-EF+). To explore the direct impact of executive subdomains on ToM abilities, two mediation models were executed in the whole sample. We found that PD patients with poor executive functioning reported poorer scores on Affective and Cognitive ToM tasks than PD patients with preserved executive functions, controlling for age and education. Moreover, parallel mediation models, conducted in the whole sample, indicated that performance on phonological fluency mediated the relationships between educational level and both Affective and Cognitive ToM, controlling the effect of other executive tests. These findings further support the idea that executive functions are crucial in ToM processes. Particularly, phonological fluency, whose execution requires both verbal abilities and cognitive flexibility, mediated ToM performance controlling the effect of other executive functions. The identification of neuropsychological processes underpinning ToM abilities might represent a plausible target for cognitive training to strengthen ToM abilities in PD.


Subject(s)
Cognitive Dysfunction , Parkinson Disease , Theory of Mind , Humans , Theory of Mind/physiology , Parkinson Disease/complications , Parkinson Disease/psychology , Neuropsychological Tests , Executive Function/physiology
13.
Neurol Sci ; 43(8): 4605-4609, 2022 Aug.
Article in English | MEDLINE | ID: mdl-35538300

ABSTRACT

INTRODUCTION: The COVID-19 pandemic led to psychological consequences on people's mental health, representing a condition of increased vulnerability for the weakest sections of population, including elderly patients with Parkinson's disease (PD). This longitudinal study aimed at exploring the impact of the most frequent non-motor symptoms and their contribute on health-related quality of life of PD patients after the COVID-19 outbreak, in comparison with the pre-pandemic status. METHODS: Forty-two non-demented PD patients underwent a first assessment between December 2018 and January 2020 (T0). Then, between March and May 2021 (T1), they were contacted again and asked to complete the second assessment. Levels of global functioning, several non-motor symptoms (i.e. depression, apathy, anxiety, anhedonia) and health-related quality of life were investigated. RESULTS: Results of the the paired Wilcoxon signed-rank test showed that at T1, PD patients scored lower on the emotional subscale of the DAS, Z = - 2.49; p = 0.013; Cohen dz = 0.691. Higher scores of the TEPS total score, Z = - 2.38; p = 0.025; Cohen dz = 0.621, and LEDD, Z = - 2.63; p = 0.008; Cohen dz = 0.731, were also reported at T1. CONCLUSION: The present study suggested that self-isolation at home might lead to a reduction of apathy and anhedonia in PD patients due to the increase in social support provided by families during COVID-19 restrictions. This evidence brings out the need of a consistent and persistent social support which might be represented by caregivers or/and social assistive robotics.


Subject(s)
COVID-19 , Parkinson Disease , Aged , Anhedonia , Humans , Longitudinal Studies , Pandemics , Parkinson Disease/complications , Parkinson Disease/diagnosis , Parkinson Disease/epidemiology , Quality of Life/psychology
14.
JAMA Neurol ; 79(2): 185-193, 2022 02 01.
Article in English | MEDLINE | ID: mdl-34982113

ABSTRACT

Importance: Essential tremor (ET) is one of the most common movement disorders, affecting 5% of the general population older than 65 years. Common variants are thought to contribute toward susceptibility to ET, but no variants have been robustly identified. Objective: To identify common genetic factors associated with risk of ET. Design, Setting, and Participants: Case-control genome-wide association study. Inverse-variance meta-analysis was used to combine cohorts. Multicenter samples collected from European populations were collected from January 2010 to September 2019 as part of an ongoing study. Included patients were clinically diagnosed with or reported having ET. Control individuals were not diagnosed with or reported to have ET. Of 485 250 individuals, data for 483 054 passed data quality control and were used. Main Outcomes and Measures: Genotypes of common variants associated with risk of ET. Results: Of the 483 054 individuals included, there were 7177 with ET (3693 [51.46%] female; mean [SD] age, 62.66 [15.12] years), and 475 877 control individuals (253 785 [53.33%] female; mean [SD] age, 56.40 [17.6] years). Five independent genome-wide significant loci and were identified and were associated with approximately 18% of ET heritability. Functional analyses found significant enrichment in the cerebellar hemisphere, cerebellum, and axonogenesis pathways. Genetic correlation (r), which measures the degree of genetic overlap, revealed significant common variant overlap with Parkinson disease (r, 0.28; P = 2.38 × 10-8) and depression (r, 0.12; P = 9.78 × 10-4). A separate fine-mapping of transcriptome-wide association hits identified genes such as BACE2, LRRN2, DHRS13, and LINC00323 in disease-relevant brain regions, such as the cerebellum. Conclusions and Relevance: The results of this genome-wide association study suggest that a portion of ET heritability can be explained by common genetic variation and can help identify new common genetic risk factors for ET.


Subject(s)
Essential Tremor/genetics , Adult , Aged , Case-Control Studies , Female , Genetic Predisposition to Disease/genetics , Genetic Variation , Genome-Wide Association Study , Genotype , Humans , Male , Middle Aged , Transcriptome
15.
J Clin Neurosci ; 87: 156-161, 2021 May.
Article in English | MEDLINE | ID: mdl-33863525

ABSTRACT

Cervical Dystonia (CD) and Parkinson's disease, particularly tremor-dominant motor phenotype (TD-PD), showed a selective deficit of time-based prospective memory (TBPM). The two movement disorders are mainly characterized by dysfunctions of basal-ganglia and prefrontal cortex but it is reported that cerebellum also plays a key role in their pathogenesis. These cerebral structures are specifically involved in TBPM rather than in event-based PM (EBPM), but until now no study directly compared these two components of PM between CD and TD-PD patients. Therefore, the present study aimed at investigating if differences in PM functioning between CD and TD-PD patients might exist and if the type of movement disorder moderated the relationship between deficit of PM and deficit of executive functions and retrospective memory. Thirty TD-PD, 27CD patients and 29 healthy subjects (HCs), matched for demographic features, underwent neuropsychological tests for PM, executive functions, retrospective memory and self-rated questionnaires. The three groups did not differ on neuropsychological variables except for TBPM where TD-PD and CD patients performed worse than HCs; moreover, TD-PD performed worse than CD patients. Moderation analysis indicated that the type of movement disorder moderated the relationship between executive dysfunction and TBPM, but not EBPM. In conclusion, selective deficit of TBPM characterizes both CD and TD-PD but it is associated with executive dysfunction only in TD-PD. It might be possible to speculate that the involvement of the cerebellum, responsible for internal timing processes, could explain the impairment of TBPM in both movement disorders. This issue deserves to be explored in future neuroimaging studies.


Subject(s)
Cognitive Dysfunction/psychology , Memory, Episodic , Neuropsychological Tests , Parkinson Disease/psychology , Torticollis/psychology , Tremor/psychology , Aged , Cognitive Dysfunction/diagnosis , Cognitive Dysfunction/etiology , Executive Function/physiology , Female , Humans , Male , Memory Disorders/diagnosis , Memory Disorders/etiology , Memory Disorders/psychology , Middle Aged , Parkinson Disease/complications , Parkinson Disease/diagnosis , Retrospective Studies , Torticollis/complications , Torticollis/diagnosis , Tremor/complications , Tremor/diagnosis
16.
Front Neurol ; 12: 652375, 2021.
Article in English | MEDLINE | ID: mdl-33927683

ABSTRACT

Objectives: Bipolar disorder (BD) has been suggested to be a risk factor for the development of Parkinson's disease (PD). Standard treatment of BD includes drugs that are known to induce drug-induced parkinsonism (DIP). Clinical differentiation between PD and DIP is crucial and might be aided by functional neuroimaging of the dopaminergic nigrostriatal pathway. Methods: Twenty consecutive BD patients with parkinsonism were clinically assessed and underwent 123I-ioflupane dopamine transporter single-photon emission computer tomography (SPECT). Imaging data of BD patients with pathological scans were further compared to a population of 40 de novo PD patients. Results: Four BD patients had abnormal scans, but their clinical features and cumulative exposure to both antipsychotic drugs and lithium were similar to those of BD patients with normal dopamine transporter imaging. BD patients with pathological scans had putaminal binding ratio and putamen-to-caudate ratios higher than those of PD patients despite a similar motor symptom burden. Conclusions: Up to 20% of BD patients with parkinsonism might have an underlying dopaminergic deficit, which would not be due to cumulative exposure to offending drugs and is ostensibly higher than expected in the general population. This supports the evidence that BD represents a risk factor for subsequent development of neurodegenerative parkinsonism, the nature of which needs to be elucidated.

17.
Curr Med Chem ; 28(32): 6548-6568, 2021.
Article in English | MEDLINE | ID: mdl-33430721

ABSTRACT

BACKGROUND: Parkinson's disease is the second most frequent neurodegenerative disorder. Its diagnosis is challenging and mainly relies on clinical aspects. At present, no biomarker is available to obtain a diagnosis of certainty in vivo. OBJECTIVE: The present review aims at describing machine learning algorithms as they have been variably applied to different aspects of Parkinson's disease diagnosis and characterization. METHODS: A systematic search was conducted on PubMed in December 2019, resulting in 230 publications obtained with the following search query: "Machine Learning" "AND" "Parkinson Disease". RESULTS: The obtained publications were divided into 6 categories, based on different application fields: "Gait Analysis - Motor Evaluation", "Upper Limb Motor and Tremor Evaluation", "Handwriting and typing evaluation", "Speech and Phonation evaluation", "Neuroimaging and Nuclear Medicine evaluation", "Metabolomics application", after excluding the papers of general topic. As a result, a total of 166 articles were analyzed after elimination of papers written in languages other than English or not directly related to the selected topics. CONCLUSION: Machine learning algorithms are computer-based statistical approaches that can be trained and are able to find common patterns from big amounts of data. The machine learning approaches can help clinicians in classifying patients according to several variables at the same time.


Subject(s)
Parkinson Disease , Algorithms , Humans , Machine Learning , Neuroimaging , Parkinson Disease/diagnosis
18.
Aging Ment Health ; 25(11): 1998-2002, 2021 11.
Article in English | MEDLINE | ID: mdl-33111573

ABSTRACT

INTRODUCTION: Mild Cognitive Impairment in Parkinson's Disease (PD-MCI) is a transitional state between normal cognition and dementia. Cross-sectional studies revealed that low Vitamin D levels were associated with worse performance on cognitive tests in Parkinson's Disease. The present longitudinal study aimed to examine the relationship between serum 25-hydroxyvitamin D [25(OH)D] levels at baseline and possible development of PD-MCI at 24 and 48 months. MATERIALS AND METHODS: Sixty untreated, de novo PD patients underwent clinical and cognitive evaluations and measurement of serum 25(OH)D at baseline assessment (T0). After 24 (T1) and 48 months (T2), cognitive status (presence or absence of PD-MCI) of PD patients were re-evaluated. RESULTS: Vitamin D insufficiency occurred in 93.3% at T0. At T1, significant differences among patients with PD-MCI at both baseline and follow-up, patients with PD-MCI at follow-up and patients who never developed PD-MCI were found on age, age at onset of PD, and education; no significant difference was found on vitamin D levels at T0. A binary logistic regression analysis showed that a lower level of 25(OH)D at T0 (B= -0.158, Wald= 5.280, p = 0.022, Exp (B)=0.854; CI 95%: 0.746-0.977) and lower education (B= -0.214, Wald= 3.859, p = 0.049, Exp (B)=0.807; CI 95%: 0652-1.000) were predictors of PD-MCI occurrence at T2. DISCUSSION: Our results demonstrated that a lower level of 25(OH)D is conceivable as a biomarker of development of PD-MCI throughout the disease. Early diagnosis of Vitamin D insufficiency and its management might be useful to prevent cognitive decline in PD patients.


Subject(s)
Cognitive Dysfunction , Biomarkers , Cognitive Dysfunction/epidemiology , Cross-Sectional Studies , Humans , Longitudinal Studies , Neuropsychological Tests , Vitamin D
19.
J Neural Transm (Vienna) ; 127(6): 893-898, 2020 06.
Article in English | MEDLINE | ID: mdl-32239352

ABSTRACT

Anxiety is a common neuropsychiatric symptom in Parkinson's disease (PD). Until now, anxiety has been consistently related to cognitive deficits and severity of motor symptoms, whereas the association between anxiety and motor subtypes (TD-PD, tremor dominant and PIGD-PD, postural instability/gait disturbances dominant) revealed contrasting results. The present study aims to investigate the relationship between PD motor subtypes and anxiety and to explore whether the relationship between anxiety and cognitive deficits occurs in a specific PD motor subtype. Consecutive PD outpatients were recruited and divided into TD-PD and PIGD-PD groups according to Jankovic et al.'s criteria. All participants underwent a neuropsychological battery to evaluate anxiety, apathy, the global cognitive functioning, memory abilities, executive and visuo-constructional functions. Thirty-six patients with TD-PD and 35 patients with PIGD-PD were enrolled. The two groups did not differ on demographical and clinical variables. As for the severity of anxiety, no significant difference between the two groups was found. Regression analysis revealed that higher anxiety score was associated with poorer performance on constructional visuospatial test in both TD-PD and PIGD-PD. Clinical variables were not associated with anxiety in the two groups. Our findings indicated that the severity of anxiety was not associated with any PD motor subtypes. Moreover, regression analysis revealed that impaired visuo-constructional abilities are related to anxiety independently of PD motor subtypes. Since altered fronto-parietal network might be one of the pathogenetic mechanisms underpinning anxiety and constructional visuospatial deficits, the treatment of cognitive dysfunctions might reduce anxious symptoms.


Subject(s)
Cognitive Dysfunction , Gait Disorders, Neurologic , Parkinson Disease , Anxiety/etiology , Cognitive Dysfunction/etiology , Humans , Neuropsychological Tests , Parkinson Disease/complications
20.
J Clin Neurosci ; 74: 130-134, 2020 Apr.
Article in English | MEDLINE | ID: mdl-32067829

ABSTRACT

The aim of this study is to explore the existence of specific personality traits related to patients with blepharospasm (BSP), treated with injections of botulinum neurotoxin (BTX). Sixteen patients with BSP, 22 with facial hemispasm (HFS), 20 with essential hyperhidrosis (EH) and 20 healthy controls (HCs) completed the Temperament and Character Inventory-Revised to explore personality traits based on Cloninger's Psychobiological Model. The results revealed that the four groups differed on the Harm Avoidance (HA) scale and fear of uncertainty subscale, as well as on Persistence (PS). On HA, BSP group did not differ from HCs, but had higher scores than HFS and EH groups. On PS scales, BSP and HFS patients did not differ between them but showed higher score than HCs and EH patients. Our findings suggested that a high level of Harm Avoidance and Persistence seem to be associated with BSP, when compared with any disorders treated with BTX. An evaluation of the personality traits might help the clinicians to early identify BSP patients at greater risk of developing psychopathological disturbances.


Subject(s)
Blepharospasm/psychology , Hemifacial Spasm/psychology , Hyperhidrosis/psychology , Personality , Adult , Blepharospasm/drug therapy , Botulinum Toxins/therapeutic use , Case-Control Studies , Character , Dystonia , Female , Healthy Volunteers , Humans , Male , Middle Aged , Temperament
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