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Wichmann T, Nelson A, Torres ERS, Svenningsson P, Marongiu R. Leveraging animal models to understand non-motor symptoms of Parkinson's disease. Neurobiol Dis 2025; 208:106848. [PMID: 40023327 DOI: 10.1016/j.nbd.2025.106848] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2024] [Revised: 01/01/2025] [Accepted: 01/02/2025] [Indexed: 03/04/2025] Open
Abstract
Parkinson's disease is diagnosed based on motor symptoms, but non-motor symptoms of the disease, such as cognitive impairment, autonomic dysfunction, hyposmia, sleep disorders, and psychiatric disorders heavily impact patient and caregiver quality of life. It has proven challenging to faithfully reproduce and quantify these non-motor phenotypes. Indeed, many non-motor signs in animals that may phenotypically resemble features in patients may be caused by different mechanisms or may not be consistent within the same or similar models. In this review, we survey the existing literature on the assessment of non-motor signs in parkinsonian rodents and non-human primates. We highlight the gaps in our understanding and suggest how researchers might improve experimental designs to produce more meaningful results with the hope of better understanding the disease and developing better therapies.
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Affiliation(s)
- Thomas Wichmann
- Department of Neurology, School of Medicine, Emory University, Atlanta, GA 30329, USA; Udall Center of Excellence in Parkinson's Disease Research, Emory University, Atlanta, GA 30329, USA; Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA; Aligning Science Across Parkinson's (ASAP) Collaborative Research Network, Chevy Chase, MD 20815, USA
| | - Alexandra Nelson
- Aligning Science Across Parkinson's (ASAP) Collaborative Research Network, Chevy Chase, MD 20815, USA; Kavli Institute for Fundamental Neuroscience, UCSF, San Francisco, CA 94158, USA; Weill Institute for Neurosciences, UCSF, San Francisco, CA 94158, USA; Department of Neurology, UCSF, San Francisco, CA 94158, USA
| | - Eileen Ruth S Torres
- Aligning Science Across Parkinson's (ASAP) Collaborative Research Network, Chevy Chase, MD 20815, USA; Department of Neurological Surgery, Weill Cornell Medicine, New York, New York, USA
| | - Per Svenningsson
- Aligning Science Across Parkinson's (ASAP) Collaborative Research Network, Chevy Chase, MD 20815, USA; Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden; Basic and Clinical Neuroscience, King's College London, London, United Kingdom
| | - Roberta Marongiu
- Aligning Science Across Parkinson's (ASAP) Collaborative Research Network, Chevy Chase, MD 20815, USA; Department of Neurological Surgery, Weill Cornell Medicine, New York, New York, USA; Department of Genetic Medicine, New-York Hospital-Cornell Medical College, New York, NY, USA; Feil Family Brain and Mind Institute, New-York Hospital-Cornell Medical College, New York, NY, USA.
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Onofrj M, De Rosa MA, Russo M, Ajdinaj P, Calisi D, Thomas A, Sensi SL. Psychiatric Disorders and Cognitive Fluctuations in Parkinson's Disease: Changing Approaches in the First Decades of the 21st Century. Brain Sci 2024; 14:1233. [PMID: 39766432 PMCID: PMC11727288 DOI: 10.3390/brainsci14121233] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2024] [Revised: 11/29/2024] [Accepted: 12/03/2024] [Indexed: 01/15/2025] Open
Abstract
Parkinson's Disease (PD) is a multifaceted neurodegenerative disorder characterized, in addition to the well-recognized motor disturbances, by a complex interplay between cognitive and psychiatric manifestations. We dissect the complex landscape of PD-related psychiatric symptoms, taking into account the impact of functional neurological disorders, somatic delusions, impulse control disorders, and conditions within the bipolar spectrum. The newer entities of somatoform and functional neurological disorders, as well as preexisting bipolar spectrum disorders, are analyzed in detail. Moreover, we emphasize the need for a holistic understanding of PD, wherein the cognitive and psychiatric dimensions are valued alongside motor symptoms. Such an approach aims to facilitate early detection and personalized interventions, and enhance the overall quality of life for individuals suffering from this neurodegenerative disorder.
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Affiliation(s)
- Marco Onofrj
- Department of Neuroscience, Imaging and Clinical Sciences, “G. d’Annunzio” University of Chieti-Pescara, 66100 Chieti, Italy; (M.A.D.R.); (M.R.); (P.A.); (D.C.); (A.T.); (S.L.S.)
| | - Matteo Alessandro De Rosa
- Department of Neuroscience, Imaging and Clinical Sciences, “G. d’Annunzio” University of Chieti-Pescara, 66100 Chieti, Italy; (M.A.D.R.); (M.R.); (P.A.); (D.C.); (A.T.); (S.L.S.)
- Center for Advanced Studies and Technology (CAST), “G. d’Annunzio” University of Chieti-Pescara, 66100 Chieti, Italy
- Neurology Institute, SS. Annunziata University Hospital, “G. d’Annunzio” University of Chieti-Pescara, 66100 Chieti, Italy
| | - Mirella Russo
- Department of Neuroscience, Imaging and Clinical Sciences, “G. d’Annunzio” University of Chieti-Pescara, 66100 Chieti, Italy; (M.A.D.R.); (M.R.); (P.A.); (D.C.); (A.T.); (S.L.S.)
- Center for Advanced Studies and Technology (CAST), “G. d’Annunzio” University of Chieti-Pescara, 66100 Chieti, Italy
- Neurology Institute, SS. Annunziata University Hospital, “G. d’Annunzio” University of Chieti-Pescara, 66100 Chieti, Italy
| | - Paola Ajdinaj
- Department of Neuroscience, Imaging and Clinical Sciences, “G. d’Annunzio” University of Chieti-Pescara, 66100 Chieti, Italy; (M.A.D.R.); (M.R.); (P.A.); (D.C.); (A.T.); (S.L.S.)
| | - Dario Calisi
- Department of Neuroscience, Imaging and Clinical Sciences, “G. d’Annunzio” University of Chieti-Pescara, 66100 Chieti, Italy; (M.A.D.R.); (M.R.); (P.A.); (D.C.); (A.T.); (S.L.S.)
- Center for Advanced Studies and Technology (CAST), “G. d’Annunzio” University of Chieti-Pescara, 66100 Chieti, Italy
- Neurology Institute, SS. Annunziata University Hospital, “G. d’Annunzio” University of Chieti-Pescara, 66100 Chieti, Italy
| | - Astrid Thomas
- Department of Neuroscience, Imaging and Clinical Sciences, “G. d’Annunzio” University of Chieti-Pescara, 66100 Chieti, Italy; (M.A.D.R.); (M.R.); (P.A.); (D.C.); (A.T.); (S.L.S.)
- Center for Advanced Studies and Technology (CAST), “G. d’Annunzio” University of Chieti-Pescara, 66100 Chieti, Italy
| | - Stefano Luca Sensi
- Department of Neuroscience, Imaging and Clinical Sciences, “G. d’Annunzio” University of Chieti-Pescara, 66100 Chieti, Italy; (M.A.D.R.); (M.R.); (P.A.); (D.C.); (A.T.); (S.L.S.)
- Center for Advanced Studies and Technology (CAST), “G. d’Annunzio” University of Chieti-Pescara, 66100 Chieti, Italy
- Neurology Institute, SS. Annunziata University Hospital, “G. d’Annunzio” University of Chieti-Pescara, 66100 Chieti, Italy
- Institute for Advanced Biomedical Technologies (ITAB), “G. d’Annunzio” University of Chieti-Pescara, 66100 Chieti, Italy
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Kim S, Na HK, Sun Y, Yoon YJ, Chung SJ, Sohn YH, Lyoo CH, Lee PH. Regional Burden of Enlarged Perivascular Spaces and Cognition and Neuropsychiatric Symptoms in Drug-Naive Patients With Parkinson Disease. Neurology 2024; 102:e209483. [PMID: 38833653 DOI: 10.1212/wnl.0000000000209483] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/06/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Although the potential role of enlarged perivascular spaces (EPVSs) in Parkinson disease (PD) is increasingly recognized, whether EPVSs located in different anatomical regions exert differential effects on clinical manifestation remains uncertain. We investigated the regional EPVS burden and its association with cognition and neuropsychiatric symptoms (NPSs) in newly diagnosed PD population. METHODS In this retrospective, cross-sectional study, EPVS in the temporal lobe (T-EPVS), centrum semiovale (CS-EPVS), and basal ganglia (BG-EPVS) were visually rated in drug-naive patients with PD who underwent magnetic resonance imaging, dopamine transporter (DAT) scans, neuropsychological assessments, and Neuropsychiatric Inventory Questionnaire at baseline. Cognitive performance, NPS burden, vascular risk factors, small vessel disease (SVD) imaging markers, and DAT availability were compared across groups dichotomized by their regional EPVS burden (cutoff for high-degree vs low-degree: >10 for T-EPVS/BG-EPVS and >20 for CS-EPVS). RESULTS A total of 480 patients with PD (123 without cognitive impairment, 291 with mild cognitive impairment, and 66 with dementia) were included. The proportion of high-degree T-EPVS (p for trend <0.001) and BG-EPVS (p for trend = 0.001) exhibited an increasing trend across the cognitive spectrum, corresponding to worsening cognition. Compared with the low-degree group, the high-degree BG-EPVS group showed higher SVD burden (moderate-to-severe white matter hyperintensity [14.8% vs 40.5%, p < 0.001], lacune [10.3% vs 30.7%, p < 0.001], and cerebral microbleeds [8.1% vs 22.2%, p < 0.001]), greater atrophy in cortical gray matter (40.73% ± 1.09% vs 39.96% ± 1.20% of intracranial volume, p < 0.001), and lower cognitive performance (in language [-0.22 ± 1.18 vs -0.53 ± 1.29, p = 0.013], and visual memory domains [-0.24 ± 0.97 vs -0.61 ± 0.96, p = 0.009]). The high-degree T-EPVS group presented with greater NPS burden in decreased motivation (0.61 ± 1.78 vs 1.35 ± 2.36, p = 0.007), affective dysregulation (0.88 ± 2.13 vs 2.36 ± 3.53, p < 0.001), and impulse dyscontrol (0.43 ± 1.67 vs 1.74 ± 4.29, p < 0.001), compared with the low-degree T-EPVS group. Meanwhile, the burden of CS-EPVS did not reveal any differences in cognition or NPS. DISCUSSION BG-EPVS and T-EPVS seem to exert differential effects on cognition and NPS in patients with PD. Investigating the EPVS profile in distinct anatomical regions may be useful in disentangling the heterogeneity within PD.
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Affiliation(s)
- Seokhyun Kim
- From the Department of Neurology (S.K., H.K.N., Y.S., Y.J.Y., Y.H.S., P.H.L.), Yonsei University College of Medicine, Seoul; Department of Neurology (S.J.C.), Yongin Severance Hospital, Yonsei University Health System; and Department of Neurology (C.H.L.), Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
| | - Han Kyu Na
- From the Department of Neurology (S.K., H.K.N., Y.S., Y.J.Y., Y.H.S., P.H.L.), Yonsei University College of Medicine, Seoul; Department of Neurology (S.J.C.), Yongin Severance Hospital, Yonsei University Health System; and Department of Neurology (C.H.L.), Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
| | - Yeeun Sun
- From the Department of Neurology (S.K., H.K.N., Y.S., Y.J.Y., Y.H.S., P.H.L.), Yonsei University College of Medicine, Seoul; Department of Neurology (S.J.C.), Yongin Severance Hospital, Yonsei University Health System; and Department of Neurology (C.H.L.), Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
| | - Yeo Jun Yoon
- From the Department of Neurology (S.K., H.K.N., Y.S., Y.J.Y., Y.H.S., P.H.L.), Yonsei University College of Medicine, Seoul; Department of Neurology (S.J.C.), Yongin Severance Hospital, Yonsei University Health System; and Department of Neurology (C.H.L.), Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
| | - Seok Jong Chung
- From the Department of Neurology (S.K., H.K.N., Y.S., Y.J.Y., Y.H.S., P.H.L.), Yonsei University College of Medicine, Seoul; Department of Neurology (S.J.C.), Yongin Severance Hospital, Yonsei University Health System; and Department of Neurology (C.H.L.), Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
| | - Young H Sohn
- From the Department of Neurology (S.K., H.K.N., Y.S., Y.J.Y., Y.H.S., P.H.L.), Yonsei University College of Medicine, Seoul; Department of Neurology (S.J.C.), Yongin Severance Hospital, Yonsei University Health System; and Department of Neurology (C.H.L.), Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
| | - Chul Hyoung Lyoo
- From the Department of Neurology (S.K., H.K.N., Y.S., Y.J.Y., Y.H.S., P.H.L.), Yonsei University College of Medicine, Seoul; Department of Neurology (S.J.C.), Yongin Severance Hospital, Yonsei University Health System; and Department of Neurology (C.H.L.), Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
| | - Phil Hyu Lee
- From the Department of Neurology (S.K., H.K.N., Y.S., Y.J.Y., Y.H.S., P.H.L.), Yonsei University College of Medicine, Seoul; Department of Neurology (S.J.C.), Yongin Severance Hospital, Yonsei University Health System; and Department of Neurology (C.H.L.), Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
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Beheshti I, Perron J, Ko JH. Neuroanatomical Signature of the Transition from Normal Cognition to MCI in Parkinson's Disease. Aging Dis 2024; 16:AD.2024.0323. [PMID: 38913040 PMCID: PMC11745458 DOI: 10.14336/ad.2024.0323] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Accepted: 03/23/2024] [Indexed: 06/25/2024] Open
Abstract
The progression of Parkinson's disease (PD) is often accompanied by cognitive decline. We had previously developed a brain age estimation program utilizing structural MRI data of 949 healthy individuals from publicly available sources. Structural MRI data of 244 PD patients who were cognitively normal at baseline was acquired from the Parkinson Progression Markers Initiative (PPMI). 192 of these showed stable normal cognitive function from baseline out to 5 years (PD-SNC), and the remaining 52 had unstable normal cognition and developed mild cognitive impairment within 5 years (PD-UNC). 105 healthy controls were also included in the analysis as a reference. First, we examined if there were any baseline differences in regional brain structure between PD-UNC and PD-SNC cohorts utilizing the three most widely used atrophy estimation pipelines, i.e., voxel-based morphometry (VBM), deformation-based morphometry and cortical thickness analyses. We then investigated if accelerated brain age estimation with our multivariate regressive machine learning algorithm was different across these groups (HC, PD-SNC, and PD-UNC). As per the VBM analysis, PD-UNC patients demonstrated a noticeable increase in GM volume in the posterior and anterior lobes of the cerebellum, sub-lobar, extra-nuclear, thalamus, and pulvinar regions when compared to PD-SNC at baseline. PD-UNC patients were observed to have significantly older brain age compared to both PD-SNC patients (p=0.009) and healthy controls (p<0.009). The increase in GM volume in the PD-UNC group could potentially indicate an inflammatory or neuronal hypertrophy response, which could serve as a biomarker for future cognitive decline among this population.
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Affiliation(s)
- Iman Beheshti
- Department of Human Anatomy and Cell Science, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada.
- PrairieNeuro Research Centre, Kleysen Institute for Advanced Medicine, Health Science Centre, Winnipeg, MB, Canada.
| | - Jarrad Perron
- PrairieNeuro Research Centre, Kleysen Institute for Advanced Medicine, Health Science Centre, Winnipeg, MB, Canada.
- Graduate Program in Biomedical Engineering, Price Faculty of Engineering, University of Manitoba, Winnipeg, MB, Canada
| | - Ji Hyun Ko
- Department of Human Anatomy and Cell Science, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada.
- PrairieNeuro Research Centre, Kleysen Institute for Advanced Medicine, Health Science Centre, Winnipeg, MB, Canada.
- Graduate Program in Biomedical Engineering, Price Faculty of Engineering, University of Manitoba, Winnipeg, MB, Canada
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Burchill E, Watson CJ, Fanshawe JB, Badenoch JB, Rengasamy E, Ghanem DA, Holle C, Conti I, Sadeq MA, Saini A, Lahmar A, Cross B, McGuigan G, Nandrha A, Kane EJ, Wozniak J, Farouk Ghorab RM, Song J, Sommerlad A, Lees A, Zandi MS, David AS, Lewis G, Carter B, Rogers JP. The impact of psychiatric comorbidity on Parkinson's disease outcomes: a systematic review and meta-analysis. THE LANCET REGIONAL HEALTH. EUROPE 2024; 39:100870. [PMID: 38361749 PMCID: PMC10867667 DOI: 10.1016/j.lanepe.2024.100870] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Revised: 01/24/2024] [Accepted: 01/26/2024] [Indexed: 02/17/2024]
Abstract
Background The burden of psychiatric symptoms in Parkinson's disease includes depression, anxiety, apathy, psychosis, and impulse control disorders. However, the relationship between psychiatric comorbidities and subsequent prognosis and neurological outcomes is not yet well understood. In this systematic review and meta-analysis, in individuals with Parkinson's disease, we aimed to characterise the association between specific psychiatric comorbidities and subsequent prognosis and neurological outcomes: cognitive impairment, death, disability, disease progression, falls or fractures and care home admission. Methods We searched MEDLINE, Embase, PsycINFO and AMED up to 13th November 2023 for longitudinal observational studies which measured disease outcomes in people with Parkinson's disease, with and without specific psychiatric comorbidities, and a minimum of two authors extracted summary data. Studies of individuals with other parkinsonian conditions and those with outcome measures that had high overlap with psychiatric symptoms were excluded to ensure face validity. For each exposure-outcome pair, a random-effects meta-analysis was conducted based on standardised mean difference, using adjusted effect sizes-where available-in preference to unadjusted effect sizes. Study quality was assessed using the Newcastle-Ottawa Scale. Between-study heterogeneity was assessed using the I2 statistic and publication bias was assessed using funnel plots. PROSPERO Study registration number: CRD42022373072. Findings There were 55 eligible studies for inclusion in meta-analysis (n = 165,828). Data on participants' sex was available for 164,514, of whom 99,182 (60.3%) were male and 65,460 (39.7%) female. Study quality was mostly high (84%). Significant positive associations were found between psychosis and cognitive impairment (standardised mean difference [SMD] 0.44, [95% confidence interval [CI] 0.23-0.66], I2 30.9), psychosis and disease progression (SMD 0.46, [95% CI 0.12-0.80], I2 70.3%), depression and cognitive impairment (SMD 0.37 [95% CI 0.10-0.65], I2 27.1%), depression and disease progression (SMD 0.46 [95% CI 0.18-0.74], I2 52.2), depression and disability (SMD 0.42 [95% CI 0.25-0.60], I2 7.9%), and apathy and cognitive impairment (SMD 0.60 [95% CI 0.02-1.19], I2 27.9%). Between-study heterogeneity was moderately high. Interpretation Psychosis, depression, and apathy in Parkinson's disease are all associated with at least one adverse outcome, including cognitive impairment, disease progression and disability. Whether this relationship is causal is not clear, but the mechanisms underlying these associations require exploration. Clinicians should consider these psychiatric comorbidities to be markers of a poorer prognosis in people with Parkinson's disease. Future studies should investigate the underlying mechanisms and which treatments for these comorbidities may affect Parkinson's disease outcomes. Funding Wellcome Trust, UK National Institute for Health Research (NIHR), National Institute for Health Research (NIHR) Biomedical Research Centre (BRC) at South London and Maudsley NHS Foundation Trust and King's College London, National Institute for Health Research (NIHR) Biomedical Research Centre (BRC) at University College London Hospitals NHS Foundation Trust, National Brain Appeal.
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Affiliation(s)
- Ella Burchill
- Division of Psychiatry, University College London, London, UK
| | - Cameron James Watson
- Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
- South London and Maudsley NHS Foundation Trust, UK
| | - Jack B. Fanshawe
- Department of Psychiatry, University of Oxford, Oxford, UK
- Oxford Health NHS Foundation Trust, Oxford, UK
| | - James Brunton Badenoch
- Department of Neuroimaging, Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - Emma Rengasamy
- Department of Public Health and Primary Care, University of Cambridge, UK
| | | | | | - Isabella Conti
- Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - Mohammed Ahmed Sadeq
- Faculty of Medicine, Misr University for Science and Technology, 6th of October City, Egypt
| | - Aman Saini
- Medical School, University College London, London, UK
| | | | - Ben Cross
- Mersey Care NHS Foundation Trust, Liverpool, UK
| | | | - Amar Nandrha
- Medical School, University College London, London, UK
| | | | - Julia Wozniak
- Medical School, University College London, London, UK
| | | | - Jia Song
- Camden and Islington NHS Foundation Trust, London, UK
| | - Andrew Sommerlad
- Division of Psychiatry, University College London, London, UK
- Camden and Islington NHS Foundation Trust, London, UK
| | - Andrew Lees
- UCL Queen Square Institute of Neurology, National Hospital for Neurology and Neurosurgery, Queen Square, London, UK
| | - Michael S. Zandi
- UCL Queen Square Institute of Neurology, National Hospital for Neurology and Neurosurgery, Queen Square, London, UK
| | - Anthony S. David
- Division of Psychiatry, University College London, London, UK
- UCL Institute of Mental Health, University College London, London, UK
| | - Glyn Lewis
- Division of Psychiatry, University College London, London, UK
| | - Ben Carter
- Department of Biostatistics and Health Informatics, King's College London, London, UK
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Camicioli RM, Colosimo C. Neuropsychiatric Symptoms and Parkinson Disease: Are We Looking Carefully Enough? Neurology 2023; 101:503-504. [PMID: 37524536 DOI: 10.1212/wnl.0000000000207722] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Accepted: 06/14/2023] [Indexed: 08/02/2023] Open
Affiliation(s)
- Richard M Camicioli
- From the Department of Medicine and Neuroscience and Mental Health Institute Institute (R.M.C.), University of Alberta, Edmonton, Canada; and Department of Neurology (C.C.), Santa Maria University Hospital, Terni, Italy
| | - Carlo Colosimo
- From the Department of Medicine and Neuroscience and Mental Health Institute Institute (R.M.C.), University of Alberta, Edmonton, Canada; and Department of Neurology (C.C.), Santa Maria University Hospital, Terni, Italy.
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