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Mannheim JG, Fu JF, Wegener T, Klyuzhin IS, Vafai N, Shahinfard E, McKenzie J, Strongosky A, Wszolek ZK, Jon Stoessl A, Sossi V. Multi-tracer PET correlation analysis reveals disease-specific patterns in Parkinson's disease and asymptomatic LRRK2 pathogenic variant carriers compared to healthy controls. Neuroimage Clin 2024; 42:103600. [PMID: 38599001 PMCID: PMC11015486 DOI: 10.1016/j.nicl.2024.103600] [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: 09/29/2023] [Revised: 03/06/2024] [Accepted: 03/31/2024] [Indexed: 04/12/2024]
Abstract
Several genetic pathogenic variants increase the risk of Parkinson's disease (PD) with pathogenic variants in the leucine-rich repeat kinase 2 (LRRK2) gene being among the most common. A joint pattern analysis based on multi-set canonical correlation analysis (MCCA) was utilized to extract PD and LRRK2 pathogenic variant-specific spatial patterns in relation to healthy controls (HCs) from multi-tracer Positron Emission Tomography (PET) data. Spatial patterns were extracted for individual subject cohorts, as well as for pooled subject cohorts, to explore whether complementary spatial patterns of dopaminergic denervation are different in the asymptomatic and symptomatic stages of PD. The MCCA results are also compared to the traditional univariate analysis, which serves as a reference. We identified PD-induced spatial distribution alterations common to DAT and VMAT2 in both asymptomatic LRRK2 pathogenic variant carriers and PD subjects. The inclusion of HCs in the analysis demonstrated that the dominant common PD-induced pattern is related to an overall dopaminergic terminal density denervation, followed by asymmetry and rostro-caudal gradient with deficits in the less affected side still being the best marker of disease progression. The analysis was able to capture a trend towards PD-related patterns in the LRRK2 pathogenic variant carrier cohort with increasing age in line with the known increased risk of this patient cohort to develop PD as they age. The advantage of this method thus resides in its ability to identify not only regional differences in tracer binding between groups, but also common disease-related alterations in the spatial distribution patterns of tracer binding, thus potentially capturing more complex aspects of disease induced alterations.
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Affiliation(s)
- Julia G Mannheim
- Department of Physics and Astronomy, University of British Columbia, Vancouver, BC, Canada; Werner Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy, Eberhard-Karls University Tuebingen, Tuebingen, Germany; Cluster of Excellence iFIT (EXC 2180) "Image Guided and Functionally Instructed Tumor Therapies", University of Tuebingen, Tuebingen, Germany.
| | - Jessie Fanglu Fu
- Department of Physics and Astronomy, University of British Columbia, Vancouver, BC, Canada; Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown, MA, United States
| | - Tilman Wegener
- Department of Physics and Astronomy, University of British Columbia, Vancouver, BC, Canada; Department of Medical Engineering, University of Luebeck, Luebeck, Germany
| | - Ivan S Klyuzhin
- Division of Neurology, Department of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Nasim Vafai
- Pacific Parkinson's Research Centre, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Elham Shahinfard
- Division of Neurology, Department of Medicine, University of British Columbia, Vancouver, BC, Canada; Pacific Parkinson's Research Centre, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Jessamyn McKenzie
- Pacific Parkinson's Research Centre, The University of British Columbia, Vancouver, British Columbia, Canada
| | | | | | - A Jon Stoessl
- Division of Neurology, Department of Medicine, University of British Columbia, Vancouver, BC, Canada; Djavad Mowafaghian Centre for Brain Health, Pacific Parkinson's Research Centre, University of British Columbia & Vancouver Coastal Health, Vancouver, BC, Canada
| | - Vesna Sossi
- Department of Physics and Astronomy, University of British Columbia, Vancouver, BC, Canada; Djavad Mowafaghian Centre for Brain Health, Pacific Parkinson's Research Centre, University of British Columbia & Vancouver Coastal Health, Vancouver, BC, Canada
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Rastogi S, Rani K, Rai S, Singh R, Bharti PS, Sharma V, Sahu J, Kapoor V, Vishwakarma P, Garg S, Gholap SL, Inampudi KK, Modi GP, Rani N, Tripathi M, Srivastava A, Rajan R, Nikolajeff F, Kumar S. Fluorescence-tagged salivary small extracellular vesicles as a nanotool in early diagnosis of Parkinson's disease. BMC Med 2023; 21:335. [PMID: 37667227 PMCID: PMC10478478 DOI: 10.1186/s12916-023-03031-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Accepted: 08/15/2023] [Indexed: 09/06/2023] Open
Abstract
BACKGROUND Parkinson's disease is generally asymptomatic at earlier stages. At an early stage, there is an extensive progression in the neuropathological hallmarks, although, at this stage, diagnosis is not possible with currently available diagnostic methods. Therefore, the pressing need is for susceptibility risk biomarkers that can aid in better diagnosis and therapeutics as well can objectively serve to measure the endpoint of disease progression. The role of small extracellular vesicles (sEV) in the progression of neurodegenerative diseases could be potent in playing a revolutionary role in biomarker discovery. METHODS In our study, the salivary sEV were efficiently isolated by chemical precipitation combined with ultrafiltration from subjects (PD = 70, healthy controls = 26, and prodromal PD = 08), followed by antibody-based validation with CD63, CD9, GAPDH, Flotillin-1, and L1CAM. Morphological characterization of the isolated sEV through transmission electron microscopy. The quantification of sEV was achieved by fluorescence (lipid-binding dye-labeled) nanoparticle tracking analysis and antibody-based (CD63 Alexa fluor 488 tagged sEV) nanoparticle tracking analysis. The total alpha-synuclein (α-synTotal) in salivary sEVs cargo was quantified by ELISA. The disease severity staging confirmation for n = 18 clinically diagnosed Parkinson's disease patients was done by 99mTc-TRODAT-single-photon emission computed tomography. RESULTS We observed a significant increase in total sEVs concentration in PD patients than in the healthy control (HC), where fluorescence lipid-binding dye-tagged sEV were observed to be higher in PD (p = 0.0001) than in the HC using NTA with a sensitivity of 94.34%. In the prodromal PD cases, the fluorescence lipid-binding dye-tagged sEV concentration was found to be higher (p = 0.008) than in HC. This result was validated through anti-CD63 tagged sEV (p = 0.0006) with similar sensitivity of 94.12%. We further validated our findings with the ELISA based on α-synTotal concentration in sEV, where it was observed to be higher in PD (p = 0.004) with a sensitivity of 88.24%. The caudate binding ratios in 99mTc-TRODAT-SPECT represent a positive correlation with sEV concentration (r = 0.8117 with p = 0.0112). CONCLUSIONS In this study, for the first time, we have found that the fluorescence-tagged sEV has the potential to screen the progression of disease with clinically acceptable sensitivity and can be a potent early detection method for PD.
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Affiliation(s)
- Simran Rastogi
- Department of Biophysics, All India Institute of Medical Sciences, New Delhi, 110029, India
| | - Komal Rani
- Department of Biophysics, All India Institute of Medical Sciences, New Delhi, 110029, India
- Department of Pathology & Laboratory Medicine, All India Institute of Medical Sciences Bibinagar, Hyderabad, 508126, India
| | - Sanskriti Rai
- Department of Biophysics, All India Institute of Medical Sciences, New Delhi, 110029, India
| | - Rishabh Singh
- Department of Biophysics, All India Institute of Medical Sciences, New Delhi, 110029, India
| | - Prahalad Singh Bharti
- Department of Biophysics, All India Institute of Medical Sciences, New Delhi, 110029, India
| | - Vaibhav Sharma
- Department of Health, Education, and Technology, Luleå University of Technology, 97187, Luleå, Sweden
| | - Jyoti Sahu
- Department of Biophysics, All India Institute of Medical Sciences, New Delhi, 110029, India
| | - Vrinda Kapoor
- School of Interdisciplinary Research, Indian Institute of Technology Delhi, New Delhi, 110016, India
| | - Poorvi Vishwakarma
- Department of Biophysics, All India Institute of Medical Sciences, New Delhi, 110029, India
| | - Sumit Garg
- Department of Nuclear Medicine, All India Institute of Medical Sciences, New Delhi, 110029, India
| | | | | | - Gyan Prakash Modi
- Department of Pharmaceutical Engineering & Technology, Indian Institute of Technology BHU, Varanasi, 221005, India
| | - Neerja Rani
- Department of Anatomy, All India Institute of Medical Sciences, New Delhi, 110029, India
| | - Madhavi Tripathi
- Department of Nuclear Medicine, All India Institute of Medical Sciences, New Delhi, 110029, India
| | - Achal Srivastava
- Department of Neurology, All India Institute of Medical Sciences, New Delhi, 110029, India
| | - Roopa Rajan
- Department of Neurology, All India Institute of Medical Sciences, New Delhi, 110029, India
| | - Fredrik Nikolajeff
- Department of Health, Education, and Technology, Luleå University of Technology, 97187, Luleå, Sweden
| | - Saroj Kumar
- Department of Biophysics, All India Institute of Medical Sciences, New Delhi, 110029, India.
- Department of Health, Education, and Technology, Luleå University of Technology, 97187, Luleå, Sweden.
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Gupta R, Kumari S, Senapati A, Ambasta RK, Kumar P. New era of artificial intelligence and machine learning-based detection, diagnosis, and therapeutics in Parkinson's disease. Ageing Res Rev 2023; 90:102013. [PMID: 37429545 DOI: 10.1016/j.arr.2023.102013] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Revised: 06/26/2023] [Accepted: 07/06/2023] [Indexed: 07/12/2023]
Abstract
Parkinson's disease (PD) is characterized by the loss of neuronal cells, which leads to synaptic dysfunction and cognitive defects. Despite the advancements in treatment strategies, the management of PD is still a challenging event. Early prediction and diagnosis of PD are of utmost importance for effective management of PD. In addition, the classification of patients with PD as compared to normal healthy individuals also imposes drawbacks in the early diagnosis of PD. To address these challenges, artificial intelligence (AI) and machine learning (ML) models have been implicated in the diagnosis, prediction, and treatment of PD. Recent times have also demonstrated the implication of AI and ML models in the classification of PD based on neuroimaging methods, speech recording, gait abnormalities, and others. Herein, we have briefly discussed the role of AI and ML in the diagnosis, treatment, and identification of novel biomarkers in the progression of PD. We have also highlighted the role of AI and ML in PD management through altered lipidomics and gut-brain axis. We briefly explain the role of early PD detection through AI and ML algorithms based on speech recordings, handwriting patterns, gait abnormalities, and neuroimaging techniques. Further, the review discuss the potential role of the metaverse, the Internet of Things, and electronic health records in the effective management of PD to improve the quality of life. Lastly, we also focused on the implementation of AI and ML-algorithms in neurosurgical process and drug discovery.
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Affiliation(s)
- Rohan Gupta
- Molecular Neuroscience and Functional Genomics Laboratory, Department of Biotechnology, Delhi Technological, University, USA.
| | - Smita Kumari
- Molecular Neuroscience and Functional Genomics Laboratory, Department of Biotechnology, Delhi Technological, University, USA
| | | | - Rashmi K Ambasta
- Molecular Neuroscience and Functional Genomics Laboratory, Department of Biotechnology, Delhi Technological, University, USA
| | - Pravir Kumar
- Molecular Neuroscience and Functional Genomics Laboratory, Department of Biotechnology, Delhi Technological, University, USA.
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Dorostgou Z, Yadegar N, Dorostgou Z, Khorvash F, Vakili O. Novel insights into the role of circular RNAs in Parkinson disease: An emerging renaissance in the management of neurodegenerative diseases. J Neurosci Res 2022; 100:1775-1790. [PMID: 35642104 DOI: 10.1002/jnr.25094] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2021] [Revised: 05/11/2022] [Accepted: 05/15/2022] [Indexed: 11/06/2022]
Abstract
Parkinson's disease (PD), as a debilitating neurodegenerative disease, particularly affects the elderly population, and is clinically identified by resting tremor, rigidity, and bradykinesia. Pathophysiologically, PD is characterized by an early loss of dopaminergic neurons in the Substantia nigra pars compacta, accompanied by the extensive aggregation of alpha-synuclein (α-Syn) in the form of Lewy bodies. The onset of PD has been reported to be influenced by multiple biological molecules. In this context, circular RNAs (circRNAs), as tissue-specific noncoding RNAs with closed structures, have been recently demonstrated to involve in a set of PD's pathogenic processes. These RNA molecules can either up- or downregulate the expression of α-Syn, as well as moderating its accumulation through different regulatory mechanisms, in which targeting microRNAs (miRNAs) is considered the most common pathway. Since circRNAs have prominent structural and biological characteristics, they could also be considered as promising candidates for PD diagnosis and treatment. Unfortunately, PD has become a global health concern, and a large number of its pathogenic processes are still unclear; thus, it is crucial to elucidate the ambiguous aspects of PD pathophysiology to improve the efficiency of diagnostic and therapeutic strategies. In line with this fact, the current review aims to highlight the interplay between circRNAs and PD pathogenesis, and then discusses the diagnostic and therapeutic potential of circRNAs in PD progression. This study will thus be the first of its kind reviewing the relationship between circRNAs and PD.
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Affiliation(s)
- Zahra Dorostgou
- Department of Biochemistry, Neyshabur Branch, Islamic Azad University, Neyshabur, Iran
| | - Negar Yadegar
- Department of Medical Laboratory Sciences, School of Paramedical Sciences, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Zeynab Dorostgou
- Department of Biology, Kavian Institute of Higher Education, Mashhad, Iran
| | - Fariborz Khorvash
- Department of Neurology, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran.,Isfahan Neurosciences Research Center, Al-zahra Hospital, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Omid Vakili
- Department of Clinical Biochemistry, School of Pharmacy and Pharmaceutical Sciences, Isfahan University of Medical Sciences, Isfahan, Iran
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5
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Araújo NC, Suassuna JHR, Fernandes RDCL. Transcranial sonography depicts a larger substantia nigra echogenic area in renal transplant patients on calcineurin inhibitors than on rapamycin. BMC Nephrol 2022; 23:108. [PMID: 35300603 PMCID: PMC8931960 DOI: 10.1186/s12882-022-02741-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Accepted: 03/14/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND After kidney transplantation neurologic manifestations may develop, including Parkinson's disease (PD). An enlarged substantia nigra (SN) by transcranial sonography has been recognized as a marker of PD. METHODS In renal transplant recipients (RTRs = 95) and controls (n = 20), measurement of mesencephalon, SN, third ventricle, spleen and carotid intima-media thickness (cIMT) and middle cerebral artery (MCA), kidney and spleen arteries Doppler resistive index (RI) were performed. RESULTS RTRs had larger SN, third ventricle and cIMT and higher renal RI than controls. The SN was larger in the CNIs group than in controls and rapamycin group, while the third ventricle was similar between patients but larger than in controls. In RTRs, SN showed a direct linear correlation with spleen and the third ventricle with age, cIMT and RI of the MCA, kidney and spleen. In CNIs group the SN correlated positively with age and cIMT, while the third ventricle reproduced RTRs correlations. Rapamycin group showed a direct linear relationship between the third ventricle and age and RI of the MCA, kidney and spleen; SN showed no correlations. CONCLUSION RTRs on CNIs present a larger SN area than on rapamycin, probably due to the antiproliferative effect of rapamycin. This finding might be relevant when interpreting TCS in RTRs.
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Affiliation(s)
- Nordeval Cavalcante Araújo
- Division of Nephrology, University of the State of Rio de Janeiro, Boulevard 28 de Setembro, 77 - Vila Isabel, Rio de Janeiro-RJ, 20551-030, Brazil.
| | - José Hermógenes Rocco Suassuna
- Division of Nephrology, University of the State of Rio de Janeiro, Boulevard 28 de Setembro, 77 - Vila Isabel, Rio de Janeiro-RJ, 20551-030, Brazil
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NRM 2021 Abstract Booklet. J Cereb Blood Flow Metab 2021; 41:11-309. [PMID: 34905986 PMCID: PMC8851538 DOI: 10.1177/0271678x211061050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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Rutherford BR, Choi J, Slifstein M, O'Boyle K, Abi-Dargham A, Brown PJ, Wall MW, Vanegas-Arroyave N, Sakhardande J, Stern Y, Roose SP. Neuroanatomical predictors of L-DOPA response in older adults with psychomotor slowing and depression: A pilot study. J Affect Disord 2020; 265:439-444. [PMID: 32090770 PMCID: PMC7042346 DOI: 10.1016/j.jad.2020.01.066] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2019] [Revised: 01/07/2020] [Accepted: 01/15/2020] [Indexed: 12/15/2022]
Abstract
BACKGROUND Declining function in dopamine circuits is implicated in normal aging and late-life depression (LLD). Dopamine augmentation recently has shown therapeutic promise, but predictors of response are unknown. METHODS Depressed elders with slowed gait underwent baseline magnetic resonance imaging (MRI) and [11C]raclopride positron emission tomography (PET). Subjects then received open treatment with carbidopa/levodopa (L-DOPA) for three weeks. Linear regressions examined relationships between baseline MRI measures, [11C]raclopride binding, and behavioral outcomes. RESULTS Among N = 16 participants aged 72.5 ± 6.8 years, higher left superior temporal gyrus volume was associated with higher processing speed at baseline, while cortical thinning in a processing speed network was associated with greater improvement following L-DOPA. Greater volume and cortical thickness in brain regions associated with mobility were associated with higher baseline gait speed. Higher baseline white matter hyperintensity volume predicted less post-L-DOPA improvement on dual task gait speed and IDS-SR scores. Higher [11C]raclopride binding in the associative striatum was associated with cortical thickness in some, but not all, processing speed brain regions, while higher binding in sensorimotor striatum was significantly associated with left caudate volume. LIMITATIONS Limiting the conclusions drawn from this pilot study are the small sample size and open administration of L-DOPA. CONCLUSIONS Greater baseline brain volumes and cortical thickness in regions supporting cognition and gait were associated with higher behavioral performance, while lower structural integrity was associated with increased responsivity to L-DOPA. If substantiated in larger studies, these findings could facilitate the targeting of dopaminergic treatments to those LLD patients most likely to respond.
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Affiliation(s)
- Bret R Rutherford
- Columbia University College of Physicians and Surgeons, New York State Psychiatric Institute, New York, NY, United States.
| | - Jongwoo Choi
- Columbia University College of Physicians and Surgeons, New York State Psychiatric Institute, New York, NY, United States
| | - Mark Slifstein
- Stony Brook University College of Medicine, New York, NY, United States
| | - Kaleigh O'Boyle
- Columbia University College of Physicians and Surgeons, New York State Psychiatric Institute, New York, NY, United States
| | | | - Patrick J Brown
- Columbia University College of Physicians and Surgeons, New York State Psychiatric Institute, New York, NY, United States
| | - Melanie W Wall
- Columbia University College of Physicians and Surgeons, New York State Psychiatric Institute, New York, NY, United States
| | | | - Jayant Sakhardande
- Columbia University College of Physicians and Surgeons, New York, NY, United States
| | - Yaakov Stern
- Columbia University College of Physicians and Surgeons, New York, NY, United States
| | - Steven P Roose
- Columbia University College of Physicians and Surgeons, New York State Psychiatric Institute, New York, NY, United States
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Whone A, Luz M, Boca M, Woolley M, Mooney L, Dharia S, Broadfoot J, Cronin D, Schroers C, Barua NU, Longpre L, Barclay CL, Boiko C, Johnson GA, Fibiger HC, Harrison R, Lewis O, Pritchard G, Howell M, Irving C, Johnson D, Kinch S, Marshall C, Lawrence AD, Blinder S, Sossi V, Stoessl AJ, Skinner P, Mohr E, Gill SS. Randomized trial of intermittent intraputamenal glial cell line-derived neurotrophic factor in Parkinson's disease. Brain 2020; 142:512-525. [PMID: 30808022 PMCID: PMC6391602 DOI: 10.1093/brain/awz023] [Citation(s) in RCA: 174] [Impact Index Per Article: 43.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2018] [Revised: 11/24/2018] [Accepted: 12/12/2018] [Indexed: 01/12/2023] Open
Abstract
We investigated the effects of glial cell line-derived neurotrophic factor (GDNF) in Parkinson’s disease, using intermittent intraputamenal convection-enhanced delivery via a skull-mounted transcutaneous port as a novel administration paradigm to potentially afford putamen-wide therapeutic delivery. This was a single-centre, randomized, double-blind, placebo-controlled trial. Patients were 35–75 years old, had motor symptoms for 5 or more years, and presented with moderate disease severity in the OFF state [Hoehn and Yahr stage 2–3 and Unified Parkinson’s Disease Rating Scale motor score (part III) (UPDRS-III) between 25 and 45] and motor fluctuations. Drug delivery devices were implanted and putamenal volume coverage was required to exceed a predefined threshold at a test infusion prior to randomization. Six pilot stage patients (randomization 2:1) and 35 primary stage patients (randomization 1:1) received bilateral intraputamenal infusions of GDNF (120 µg per putamen) or placebo every 4 weeks for 40 weeks. Efficacy analyses were based on the intention-to-treat principle and included all patients randomized. The primary outcome was the percentage change from baseline to Week 40 in the OFF state (UPDRS-III). The primary analysis was limited to primary stage patients, while further analyses included all patients from both study stages. The mean OFF state UPDRS motor score decreased by 17.3 ± 17.6% in the active group and 11.8 ± 15.8% in the placebo group (least squares mean difference: −4.9%, 95% CI: −16.9, 7.1, P = 0.41). Secondary endpoints did not show significant differences between the groups either. A post hoc analysis found nine (43%) patients in the active group but no placebo patients with a large clinically important motor improvement (≥10 points) in the OFF state (P = 0.0008). 18F-DOPA PET imaging demonstrated a significantly increased uptake throughout the putamen only in the active group, ranging from 25% (left anterior putamen; P = 0.0009) to 100% (both posterior putamina; P < 0.0001). GDNF appeared to be well tolerated and safe, and no drug-related serious adverse events were reported. The study did not meet its primary endpoint. 18F-DOPA imaging, however, suggested that intermittent convection-enhanced delivery of GDNF produced a putamen-wide tissue engagement effect, overcoming prior delivery limitations. Potential reasons for not proving clinical benefit at 40 weeks are discussed.
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Affiliation(s)
- Alan Whone
- Translational Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
- Neurological and Musculoskeletal Sciences Division, North Bristol NHS Trust, Bristol, UK
| | - Matthias Luz
- MedGenesis Therapeutix Inc., Victoria, BC, Canada
| | - Mihaela Boca
- Neurological and Musculoskeletal Sciences Division, North Bristol NHS Trust, Bristol, UK
| | - Max Woolley
- Renishaw plc, New Mills, Wotton-under-Edge, Gloucestershire, UK
| | - Lucy Mooney
- Neurological and Musculoskeletal Sciences Division, North Bristol NHS Trust, Bristol, UK
| | - Sonali Dharia
- Neurological and Musculoskeletal Sciences Division, North Bristol NHS Trust, Bristol, UK
| | - Jack Broadfoot
- Neurological and Musculoskeletal Sciences Division, North Bristol NHS Trust, Bristol, UK
| | - David Cronin
- Neurological and Musculoskeletal Sciences Division, North Bristol NHS Trust, Bristol, UK
| | - Christian Schroers
- Neurological and Musculoskeletal Sciences Division, North Bristol NHS Trust, Bristol, UK
| | - Neil U Barua
- Neurological and Musculoskeletal Sciences Division, North Bristol NHS Trust, Bristol, UK
| | - Lara Longpre
- MedGenesis Therapeutix Inc., Victoria, BC, Canada
| | | | - Chris Boiko
- MedGenesis Therapeutix Inc., Victoria, BC, Canada
| | | | | | - Rob Harrison
- Renishaw plc, New Mills, Wotton-under-Edge, Gloucestershire, UK
| | - Owen Lewis
- Renishaw plc, New Mills, Wotton-under-Edge, Gloucestershire, UK
| | - Gemma Pritchard
- Renishaw plc, New Mills, Wotton-under-Edge, Gloucestershire, UK
| | - Mike Howell
- Renishaw plc, New Mills, Wotton-under-Edge, Gloucestershire, UK
| | - Charlie Irving
- Renishaw plc, New Mills, Wotton-under-Edge, Gloucestershire, UK
| | - David Johnson
- Renishaw plc, New Mills, Wotton-under-Edge, Gloucestershire, UK
| | - Suk Kinch
- Renishaw plc, New Mills, Wotton-under-Edge, Gloucestershire, UK
| | - Christopher Marshall
- The Wales Research and Diagnostic Positron Emission Tomography Imaging Centre (PETIC), Cardiff University, Cardiff, UK
| | | | - Stephan Blinder
- Department of Physics and Astronomy, The University of British Columbia, Vancouver, BC, Canada
| | - Vesna Sossi
- Department of Physics and Astronomy, The University of British Columbia, Vancouver, BC, Canada
| | - A Jon Stoessl
- Djavad Mowafaghian Centre for Brain Health, Faculty of Medicine, The University of British Columbia, Vancouver, BC, Canada
| | - Paul Skinner
- Renishaw plc, New Mills, Wotton-under-Edge, Gloucestershire, UK
| | - Erich Mohr
- MedGenesis Therapeutix Inc., Victoria, BC, Canada
| | - Steven S Gill
- Neurological and Musculoskeletal Sciences Division, North Bristol NHS Trust, Bristol, UK
- Renishaw plc, New Mills, Wotton-under-Edge, Gloucestershire, UK
- Correspondence regarding study concept, drug-delivery device and surgical implantation to: Professor Steven S. Gill, FRCS Consultant Neurosurgeon, Department of Neurosurgery, Southmead Hospital, North Bristol NHS Trust, Bristol BS10 5NB, UK E-mail: Correspondence regarding trial oversight/execution and study data to: Dr Alan Whone, PhD, FRCP Movement Disorders Group, Bristol Brain Centre, Southmead Hospital, Bristol, BS10 5NB, UK E-mail:
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Marshall LJ, Willett C. Parkinson's disease research: adopting a more human perspective to accelerate advances. Drug Discov Today 2018; 23:1950-1961. [PMID: 30240875 DOI: 10.1016/j.drudis.2018.09.010] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2018] [Revised: 08/20/2018] [Accepted: 09/12/2018] [Indexed: 12/21/2022]
Abstract
Parkinson's disease (PD) affects 1% of the population over 60 years old and, with global increases in the aging population, presents huge economic and societal burdens. The etiology of PD remains unknown; most cases are idiopathic, presumed to result from genetic and environmental risk factors. Despite 200 years since the first description of PD, the mechanisms behind initiation and progression of the characteristic neurodegenerative processes are not known. Here, we review progress and limitations of the multiple PD animal models available and identify advances that could be implemented to better understand pathological processes, improve disease outcome, and reduce dependence on animal models. Lessons learned from reducing animal use in PD research could serve as guideposts for wider biomedical research.
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Affiliation(s)
- Lindsay J Marshall
- Humane Society International, The Humane Society of the United States, 700 Professional Drive, Gaithersburg, MD 20879, USA
| | - Catherine Willett
- Humane Society International, The Humane Society of the United States, 700 Professional Drive, Gaithersburg, MD 20879, USA.
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Lin L, Ye J, Zhang H, Han ZF, Zheng ZH. Degree of dopaminergic degeneration measured by 99mTc-TRODAT-1 SPECT/CT imaging. Neural Regen Res 2018; 13:1281-1287. [PMID: 30028339 PMCID: PMC6065227 DOI: 10.4103/1673-5374.235077] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
To prevent and treat Parkinson’s disease in its early stages, it is essential to be able to detect the degree of early dopaminergic neuron degeneration. Dopamine transporters (DAT) in the striatum regulate synaptic dopamine levels, and striatal 99mTc-TRODAT-1 single-photon emission computed tomography (-SPECT) imaging is a marker for presynaptic neuronal degeneration. However, the association between the degree of dopaminergic degeneration and in vivo99mTc-TRODAT-1 SPECT imaging is unknown. Therefore, this study investigated the association between the degree of 6-hydroxydopamine (6-OHDA)-induced dopaminergic degeneration and DAT imaging using 99mTc-TRODAT-1 SPECT in rats. Different degrees of nigrostriatal dopamine depletion were generated by injecting different doses of 6-OHDA (2, 4, and 8 μg) into the right medial forebrain bundle. The degree of nigrostriatal dopaminergic neuron degeneration was assessed by rotational behavior and immunohistochemical staining. The results showed that striatal 99mTc-TRODAT-1 binding was significantly diminished both in the ipsilateral and the contralateral sides in the 4 and 8 μg 6-OHDA groups, and that DAT 99mTc-TRODAT-1 binding in the ipsilateral striatum showed a high correlation to apomorphine-induced rotations at 8 weeks post-lesion (r = –0.887, P < 0.01). There were significant correlations between DAT 99mTc-TRODAT-1 binding in the ipsilateral striatum and the amount of tyrosine hydroxylase immunoreactive neurons in the ipsilateral substantia nigra in the 2, 4, and 8 μg 6-OHDA groups at 8 weeks post-lesion (r = 0.899, P < 0.01). These findings indicate that striatal DAT imaging using 99mTc-TRODAT-1 is a useful technique for evaluating the severity of dopaminergic degeneration.
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Affiliation(s)
- Ling Lin
- Fujian Provincial Key Laboratory of Neuroglia and Disease, Fujian Medical University; Department of Biochemistry and Molecular Biology, Fujian Medical University, Fuzhou, Fujian Province, China
| | - Jing Ye
- Department of Biochemistry and Molecular Biology, Fujian Medical University, Fuzhou, Fujian Province, China
| | - Han Zhang
- Department of Biochemistry and Molecular Biology, Fujian Medical University, Fuzhou, Fujian Province, China
| | - Zhong-Fu Han
- Department of Biochemistry and Molecular Biology, Fujian Medical University, Fuzhou, Fujian Province, China
| | - Zhi-Hong Zheng
- Fujian Provincial Key Laboratory of Neuroglia and Disease, Fujian Medical University; Department of Biochemistry and Molecular Biology, Fujian Medical University, Fuzhou, Fujian Province, China
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11
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Butcher NJ, Marras C, Pondal M, Rusjan P, Boot E, Christopher L, Repetto GM, Fritsch R, Chow EWC, Masellis M, Strafella AP, Lang AE, Bassett AS. Neuroimaging and clinical features in adults with a 22q11.2 deletion at risk of Parkinson's disease. Brain 2017; 140:1371-1383. [PMID: 28369257 DOI: 10.1093/brain/awx053] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2016] [Accepted: 01/23/2017] [Indexed: 11/14/2022] Open
Abstract
The recurrent 22q11.2 deletion is a genetic risk factor for early-onset Parkinson's disease. Adults with the associated 22q11.2 deletion syndrome (22q11.2DS) may exhibit phenotypes that could help identify those at highest risk and reveal disease trajectories. We investigated clinical and neuroimaging features relevant to Parkinson's disease in 26 adults: 13 with 22q11.2DS at genetic risk of Parkinson's disease (mean age = 41.5 years, standard deviation = 9.7), 12 healthy age and sex-matched controls, and a 22q11.2DS patient with l-DOPA-responsive early-onset Parkinson's disease. Neuroimaging included transcranial sonography and positron emission tomography using 11C-dihydrotetrabenazine (11C-DTBZ), a radioligand that binds to the presynaptic vesicular monoamine transporter. The 22q11.2DS group without Parkinson's disease demonstrated significant motor and olfactory deficits relative to controls. Eight (61.5%) were clinically classified with parkinsonism. Transcranial sonography showed a significantly larger mean area of substantia nigra echogenicity in the 22q11.2DS risk group compared with controls (P = 0.03). The 22q11.2DS patient with Parkinson's disease showed the expected pattern of severely reduced striatal 11C-DTBZ binding. The 22q11.2DS group without Parkinson's disease however showed significantly elevated striatal 11C-DTBZ binding relative to controls (∼33%; P < 0.01). Results were similar within the 22q11.2DS group for those with (n = 7) and without (n = 6) psychotic illness. These findings suggest that manifestations of parkinsonism and/or evolution to Parkinson's disease in this genetic at-risk population may include a hyperdopaminergic mechanism. Adequately powered longitudinal studies and animal models are needed to evaluate the relevance of the observed clinical and imaging phenotypes to Parkinson's disease and other disorders that are more prevalent in 22q11.2DS, such as schizophrenia.
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Affiliation(s)
- Nancy J Butcher
- Clinical Genetics Research Program and Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada.,Institute of Medical Science, University of Toronto, Ontario, Canada
| | - Connie Marras
- Morton and Gloria Shulman Movement Disorders Centre, Toronto Western Hospital and the Edmond J. Safra Program in Parkinson's Disease Research, University of Toronto, Toronto, Ontario, Canada.,Division of Neurology, Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Margarita Pondal
- Morton and Gloria Shulman Movement Disorders Centre, Toronto Western Hospital and the Edmond J. Safra Program in Parkinson's Disease Research, University of Toronto, Toronto, Ontario, Canada
| | - Pablo Rusjan
- Research Imaging Centre, Centre for Addiction and Mental Health, Toronto, Ontario, Canada.,Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
| | - Erik Boot
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada.,The Dalglish Family 22q Clinic for Adults with 22q11.2 Deletion Syndrome, and Department of Psychiatry, University Health Network, Toronto, Ontario, Canada
| | - Leigh Christopher
- Institute of Medical Science, University of Toronto, Ontario, Canada.,Morton and Gloria Shulman Movement Disorders Centre, Toronto Western Hospital and the Edmond J. Safra Program in Parkinson's Disease Research, University of Toronto, Toronto, Ontario, Canada.,Research Imaging Centre, Centre for Addiction and Mental Health, Toronto, Ontario, Canada.,Division of Brain, Imaging and Behaviour-Systems Neuroscience, Toronto Western Research Institute, University Hospital Network, University of Toronto, Toronto, Ontario, Canada
| | - Gabriela M Repetto
- Centre for Genetics and Genomics, Facultad de Medicina, Clinica Alemana Universidad del Desarrollo, Santiago, Chile
| | - Rosemarie Fritsch
- Departamento de Psiquiatría y Salud Mental, Clínica Psiquiátrica Recoleta, Universidad de Chile, Santiago, Chile
| | - Eva W C Chow
- Clinical Genetics Research Program and Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada.,Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
| | - Mario Masellis
- Sunnybrook Health Sciences Research Centre, Toronto, Ontario, Canada
| | - Antonio P Strafella
- Institute of Medical Science, University of Toronto, Ontario, Canada.,Morton and Gloria Shulman Movement Disorders Centre, Toronto Western Hospital and the Edmond J. Safra Program in Parkinson's Disease Research, University of Toronto, Toronto, Ontario, Canada.,Division of Neurology, Department of Medicine, University of Toronto, Toronto, Ontario, Canada.,Research Imaging Centre, Centre for Addiction and Mental Health, Toronto, Ontario, Canada.,Division of Brain, Imaging and Behaviour-Systems Neuroscience, Toronto Western Research Institute, University Hospital Network, University of Toronto, Toronto, Ontario, Canada.,Toronto Western Hospital Research Institute, University Health Network, Toronto, Ontario, Canada
| | - Anthony E Lang
- Institute of Medical Science, University of Toronto, Ontario, Canada.,Morton and Gloria Shulman Movement Disorders Centre, Toronto Western Hospital and the Edmond J. Safra Program in Parkinson's Disease Research, University of Toronto, Toronto, Ontario, Canada.,Division of Neurology, Department of Medicine, University of Toronto, Toronto, Ontario, Canada.,Toronto Western Hospital Research Institute, University Health Network, Toronto, Ontario, Canada.,Tanz Centre for Research in Neurodegenerative Diseases, Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Anne S Bassett
- Clinical Genetics Research Program and Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada.,Institute of Medical Science, University of Toronto, Ontario, Canada.,Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada.,The Dalglish Family 22q Clinic for Adults with 22q11.2 Deletion Syndrome, and Department of Psychiatry, University Health Network, Toronto, Ontario, Canada.,Toronto General Research Institute, University Health Network, Toronto, Ontario, Canada.,Division of Cardiology, Department of Medicine, University Health Network, Toronto, Ontario, Canada
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LRRK2 mouse models: dissecting the behavior, striatal neurochemistry and neurophysiology of PD pathogenesis. Biochem Soc Trans 2017; 45:113-122. [PMID: 28202664 DOI: 10.1042/bst20160238] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2016] [Revised: 10/21/2016] [Accepted: 10/25/2016] [Indexed: 02/04/2023]
Abstract
Mutations in leucine-rich repeat kinase 2 (LRRK2) are the most common genetic cause of familial Parkinson's disease (PD), resembling the sporadic disorder. Intensive effort has been directed toward LRRK2 mouse modeling and investigation, aimed at reproducing the human disease to inform mechanistic studies of pathogenesis and design of neuroprotective therapies. The physiological function of LRRK2 is still under exploration, but a clear role in striatal neurophysiology and animal behavior has emerged. Alterations in LRRK2 impair dopamine (DA) transmission, regulation and signaling, in addition to corticostriatal synaptic plasticity. Consistently, several subtle abnormalities in motor and nonmotor abilities have been demonstrated in LRRK2 genetic mouse models, generally paralleling preclinical symptoms of early DA dysfunction. However, the variability in model design and phenotypes observed requires a critical approach in interpreting the results, adapting the model used to the specific research question. Etiologically appropriate knockin mice might represent the ultimate animal model in which to study early disease mechanisms and therapies as well as to investigate drug effectiveness and off-target consequences.
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13
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Imaging genetics approach to Parkinson's disease and its correlation with clinical score. Sci Rep 2017; 7:46700. [PMID: 28429747 PMCID: PMC5399369 DOI: 10.1038/srep46700] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2016] [Accepted: 03/24/2017] [Indexed: 12/27/2022] Open
Abstract
Parkinson's disease (PD) is a progressive neurodegenerative disorder associated with both underlying genetic factors and neuroimaging findings. Existing neuroimaging studies related to the genome in PD have mostly focused on certain candidate genes. The aim of our study was to construct a linear regression model using both genetic and neuroimaging features to better predict clinical scores compared to conventional approaches. We obtained neuroimaging and DNA genotyping data from a research database. Connectivity analysis was applied to identify neuroimaging features that could differentiate between healthy control (HC) and PD groups. A joint analysis of genetic and imaging information known as imaging genetics was applied to investigate genetic variants. We then compared the utility of combining different genetic variants and neuroimaging features for predicting the Movement Disorder Society-sponsored unified Parkinson's disease rating scale (MDS-UPDRS) in a regression framework. The associative cortex, motor cortex, thalamus, and pallidum showed significantly different connectivity between the HC and PD groups. Imaging genetics analysis identified PARK2, PARK7, HtrA2, GIGYRF2, and SNCA as genetic variants that are significantly associated with imaging phenotypes. A linear regression model combining genetic and neuroimaging features predicted the MDS-UPDRS with lower error and higher correlation with the actual MDS-UPDRS compared to other models using only genetic or neuroimaging information alone.
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15
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Kim M, Park H. Structural connectivity profile of scans without evidence of dopaminergic deficit (SWEDD) patients compared to normal controls and Parkinson's disease patients. SPRINGERPLUS 2016; 5:1421. [PMID: 27625975 PMCID: PMC5001967 DOI: 10.1186/s40064-016-3110-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/31/2016] [Accepted: 08/19/2016] [Indexed: 11/18/2022]
Abstract
BACKGROUND In this study, we investigated the structural connectivity profile of patients with scans without evidence of dopaminergic deficit (SWEDD) compared with normal controls (NC) and patients with Parkinson's disease (PD). An accurate understanding of SWEDD is important so that appropriate therapeutic options can be presented to patients. METHODS Diffusion magnetic resonance imaging of NC (n = 40), SWEDD (n = 40) and PD patients (n = 40) was obtained from a research database. Tractography, the process of obtaining fiber information was performed. Connectivity analysis was performed on 16 connections in the cortico-basal ganglia-thalamo-cortical circuit. Group-wise differences among NC, PD and SWEDD patients were quantified in terms of structural connectivity based on fiber density. Then, we investigated correlations with the clinical score using the Movement Disorder Society-Sponsored Unified Parkinson's Disease Rating Scale (MDS-UPDRS). A support vector machine classifier and leave-one-out cross-validation were applied to separate the NC, SWEDD and PD groups. RESULTS Pallidum-putamen and sensorimotor cortex-putamen connections showed significant group-wise differences among NC, PD and SWEDD patients and correlated with the MDS-UPDRS score. CONCLUSIONS Pallidum-putamen and sensorimotor cortex-putamen connections might form a structural connectivity profile unique to SWEDD and could be a potential imaging biomarker for future movement disorder research.
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Affiliation(s)
- Mansu Kim
- Department of Electronic Electrical and Computer Engineering, Sungkyunkwan University, Suwon, Korea
| | - Hyunjin Park
- School of Electronic and Electrical Engineering, Sungkyunkwan University, Suwon, Korea
- Center for Neuroscience Imaging Research (CNIR), Institute for Basic Science, Suwon, Korea
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16
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Inan SY, Soner BC, Sahin AS. Behavioural effects of basal ganglia rho-kinase inhibition in the unilateral 6-hydroxydopamine rat model of Parkinson's disease. Metab Brain Dis 2016; 31:849-57. [PMID: 26996632 DOI: 10.1007/s11011-016-9820-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/04/2015] [Accepted: 03/17/2016] [Indexed: 11/25/2022]
Abstract
Parkinson's disease (PD) is one of the most common neurodegenerative disorders, which affects more than six million people in the world. While current available pharmacological therapies for PD in the early stages of the disease usually improve motor symptoms, they cause side effects, such as fluctuations and dyskinesias in the later stages. In this later stage, high frequency deep brain stimulation of the subthalamic nucleus (STN-DBS) is a treatment option which is most successful to treat drug resistant advanced PD. It has previously been demonstrated that activation of Rho/Rho-kinase pathway is involved in the dopaminergic cell degeneration which is one of the main characteristics of PD pathology. In addition, the involvement of this pathway has been suggested in diverse cellular events in the central nervous system; such as epilepsy, anxiety-related behaviors, regulation of dendritic and axonal morphology, antinociception, subarachnoid haemorrhage, spinal cord injury and amyotrophic lateral sclerosis. However, up to date, to our knowledge there are no previous reports showing the beneficial effects of the potent Rho-kinase inhibitor Y-27632 in the 6-hydroxydopamine (6-OHDA) rat model of PD. Therefore, in the present study, we investigated the behavioural effects of basal ganglia Y-27632 microinjections in this PD model. Our results indicated that basal ganglia Y-27632 microinjections significantly decreased the number of contralateral rotations-induced by apomorphine, significantly increased line crossings in the open-field test, contralateral forelimb use in the limb-use asymmetry test and contralateral tape playing time in the somatosensory asymmetry test, which may suggest that Y-27632 could be a potentially active antiparkinsonian agent.
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Affiliation(s)
- Salim Yalcin Inan
- Department of Medical Pharmacology, Meram Faculty of Medicine, University of Konya-NE, Akyokus, 42080, Konya, Meram, Turkey.
| | - Burak Cem Soner
- Department of Medical Pharmacology, Meram Faculty of Medicine, University of Konya-NE, Akyokus, 42080, Konya, Meram, Turkey
| | - Ayse Saide Sahin
- Department of Medical Pharmacology, Meram Faculty of Medicine, University of Konya-NE, Akyokus, 42080, Konya, Meram, Turkey
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17
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NEUROIMÁGENES EN ENFERMEDAD DE PARKINSON: ROL DE LA RESONANCIA MAGNÉTICA, EL SPECT Y EL PET. REVISTA MÉDICA CLÍNICA LAS CONDES 2016. [DOI: 10.1016/j.rmclc.2016.06.011] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
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18
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Coulombe K, Saint-Pierre M, Cisbani G, St-Amour I, Gibrat C, Giguère-Rancourt A, Calon F, Cicchetti F. Partial neurorescue effects of DHA following a 6-OHDA lesion of the mouse dopaminergic system. J Nutr Biochem 2016; 30:133-42. [DOI: 10.1016/j.jnutbio.2015.11.014] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2015] [Revised: 11/10/2015] [Accepted: 11/20/2015] [Indexed: 01/12/2023]
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Using Tractography to Distinguish SWEDD from Parkinson's Disease Patients Based on Connectivity. PARKINSONS DISEASE 2016; 2016:8704910. [PMID: 27034889 PMCID: PMC4789533 DOI: 10.1155/2016/8704910] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/28/2015] [Revised: 02/03/2016] [Accepted: 02/10/2016] [Indexed: 11/18/2022]
Abstract
Background. It is critical to distinguish between Parkinson's disease (PD) and scans without evidence of dopaminergic deficit (SWEDD), because the two groups are different and require different therapeutic approaches. Objective. The aim of this study was to distinguish SWEDD patients from PD patients using connectivity information derived from diffusion tensor imaging tractography. Methods. Diffusion magnetic resonance images of SWEDD (n = 37) and PD (n = 40) were obtained from a research database. Tractography, the process of obtaining neural fiber information, was performed using custom software. Group-wise differences between PD and SWEDD patients were quantified using the number of connected fibers between two regions, and correlation analyses were performed based on clinical scores. A support vector machine classifier (SVM) was applied to distinguish PD and SWEDD based on group-wise differences. Results. Four connections showed significant group-wise differences and correlated with the Unified Parkinson's Disease Rating Scale sponsored by the Movement Disorder Society. The SVM classifier attained 77.92% accuracy in distinguishing between SWEDD and PD using these identified connections. Conclusions. The connections and regions identified represent candidates for future research investigations.
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Tessitore A, Giordano A, Russo A, Tedeschi G. Structural connectivity in Parkinson's disease. Parkinsonism Relat Disord 2015; 22 Suppl 1:S56-9. [PMID: 26394678 DOI: 10.1016/j.parkreldis.2015.09.018] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2015] [Accepted: 09/03/2015] [Indexed: 10/23/2022]
Abstract
In the last decades a rapid evolution of structural advanced MRI techniques has occurred supporting the diagnosis of idiopathic Parkinson's disease, allowing us to further investigate the disease progression from nigral to extra-nigral degeneration and finally to detect pre-manifest Parkinson's disease. Diffusion-weighted imaging and diffusion tensor imaging represent advanced morphological approaches useful to detect changes in white matter integrity. These techniques, indeed, by measuring the translational displacement of water molecules in terms of fractional anisotropy and mean diffusivity, represent a powerful tool for the visualization of white matter changes, offering a unique window on brain structural connectivity. Microstructural changes can either be extracted locally in predefined regions using a region of interest analysis and tractography or, alternatively, globally into the brain using a voxel-based analysis or tract-based spatial statistics. The aim of this report was not only to summarize the distribution and nature of these alterations in Parkinson's disease but also to highlight the potential correlations between clinical, cognitive parameters and microstructural tissue loss.
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Affiliation(s)
- Alessandro Tessitore
- Department of Medical, Surgical, Neurological, Metabolic and Aging Sciences, Second University of Naples, Naples, 80138, Italy.
| | - Alfonso Giordano
- Department of Medical, Surgical, Neurological, Metabolic and Aging Sciences, Second University of Naples, Naples, 80138, Italy; IDC Hermitage Capodimonte, 80138 Naples, Italy
| | - Antonio Russo
- Department of Medical, Surgical, Neurological, Metabolic and Aging Sciences, Second University of Naples, Naples, 80138, Italy
| | - Gioacchino Tedeschi
- Department of Medical, Surgical, Neurological, Metabolic and Aging Sciences, Second University of Naples, Naples, 80138, Italy
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Rajput AH, Rajput ML, Robinson CA, Rajput A. Normal substantia nigra patients treated with levodopa - Clinical, therapeutic and pathological observations. Parkinsonism Relat Disord 2015; 21:1232-7. [PMID: 26372624 DOI: 10.1016/j.parkreldis.2015.08.029] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2015] [Revised: 08/17/2015] [Accepted: 08/24/2015] [Indexed: 01/15/2023]
Abstract
BACKGROUND Definite diagnosis of idiopathic Parkinson's disease is based on histological findings of marked substantia nigra neuronal loss and Lewy body inclusions. Almost all cases with clinical diagnosis of idiopathic Parkinson's disease are treated with levodopa. Because there is no biological marker for the diagnosis, erroneous clinical diagnosis and treatment of such cases with levodopa are well known. There is very limited literature on levodopa treated cases that had normal substantia nigra at autopsy. METHODS Patients seen at Movement Disorders Clinic Saskatchewan are offered autopsy at no cost to the family/estate of the patient. Autopsy studies are performed by certified neuropathologists. Notation on the status of substantia nigra is made in every autopsied case. RESULTS Between 1968 and 2014, 21 cases treated with levodopa had normal substantia nigra at autopsy. Eleven patients continued levodopa until death and 9 received the drug for four years or longer. No objective motor symptom benefit, dyskinesia or motor response fluctuations on levodopa were observed in any case. The most common final diagnosis was essential tremor. CONCLUSION Individuals with normal substantia nigra do not benefit from levodopa and do not manifest motor response fluctuations or dyskinesia. Long-term use of levodopa is not toxic to normal human substantia nigra.
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Affiliation(s)
- Ali H Rajput
- Saskatchewan Movement Disorders Program, Department of Medicine, University of Saskatchewan/Saskatoon Health Region, Saskatoon, Saskatchewan, Canada.
| | - Michele L Rajput
- Saskatchewan Movement Disorders Program, Department of Medicine, University of Saskatchewan/Saskatoon Health Region, Saskatoon, Saskatchewan, Canada
| | - Christopher A Robinson
- Saskatchewan Movement Disorders Program, Department of Pathology, University of Saskatchewan/Saskatoon Health Region, Saskatoon, Saskatchewan, Canada
| | - Alex Rajput
- Saskatchewan Movement Disorders Program, Department of Medicine, University of Saskatchewan/Saskatoon Health Region, Saskatoon, Saskatchewan, Canada
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Christopher L, Duff-Canning S, Koshimori Y, Segura B, Boileau I, Chen R, Lang AE, Houle S, Rusjan P, Strafella AP. Salience network and parahippocampal dopamine dysfunction in memory-impaired Parkinson disease. Ann Neurol 2014; 77:269-80. [PMID: 25448687 DOI: 10.1002/ana.24323] [Citation(s) in RCA: 81] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2014] [Revised: 11/04/2014] [Accepted: 11/22/2014] [Indexed: 01/17/2023]
Abstract
OBJECTIVE Patients with Parkinson disease (PD) and mild cognitive impairment (MCI) are vulnerable to dementia and frequently experience memory deficits. This could be the result of dopamine dysfunction in corticostriatal networks (salience, central executive networks, and striatum) and/or the medial temporal lobe. Our aim was to investigate whether dopamine dysfunction in these regions contributes to memory impairment in PD. METHODS We used positron emission tomography imaging to compare D2 receptor availability in the cortex and striatal (limbic and associative) dopamine neuron integrity in 4 groups: memory-impaired PD (amnestic MCI; n = 9), PD with nonamnestic MCI (n = 10), PD without MCI (n = 11), and healthy controls (n = 14). Subjects were administered a full neuropsychological test battery for cognitive performance. RESULTS Memory-impaired patients demonstrated more significant reductions in D2 receptor binding in the salience network (insular cortex and anterior cingulate cortex [ACC] and the right parahippocampal gyrus [PHG]) compared to healthy controls and patients with no MCI. They also presented reductions in the right insula and right ACC compared to nonamnestic MCI patients. D2 levels were correlated with memory performance in the right PHG and left insula of amnestic patients and with executive performance in the bilateral insula and left ACC of all MCI patients. Associative striatal dopamine denervation was significant in all PD patients. INTERPRETATION Dopaminergic differences in the salience network and the medial temporal lobe contribute to memory impairment in PD. Furthermore, these findings indicate the vulnerability of the salience network in PD and its potential role in memory and executive dysfunction.
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Affiliation(s)
- Leigh Christopher
- Morton and Gloria Shulman Movement Disorder Unit and Edmond J. Safra Program in Parkinson Disease, Toronto Western Hospital, University Health Network, University of Toronto, Toronto, Ontario, Canada; Research Imaging Centre, Centre for Addiction and Mental Health, University of Toronto, Toronto, Ontario, Canada; Division of Brain, Imaging, and Behaviour-Systems Neuroscience, Toronto Western Research Institute, University Health Network, University of Toronto, Toronto, Ontario, Canada
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Abstract
Neuroimaging is a potentially valuable tool to link individual differences in the human genome to structure and functional variations, narrowing the gaps in the casual chain from a given genetic variation to a brain disorder. Because genes are not usually expressed at the level of mental behavior, but are mediated by their molecular and cellular effects, molecular imaging could play a key role. This article reviews the literature using molecular imaging as an intermediate phenotype and/or biomarker for illness related to certain genetic alterations, focusing on the most common neurodegenerative disorders, Alzheimer's disease (AD) and Parkinson disease.
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Affiliation(s)
- José Leite
- PET/CT, Clínica de Diagnóstico Por Imagem (CDPI), Rio de Janeiro, Rio de Janeiro, Brazil.
| | - Roberta Hespanhol
- PET/CT, Clínica de Diagnóstico Por Imagem (CDPI), Rio de Janeiro, Rio de Janeiro, Brazil
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Tessitore A, Giordano A, De Micco R, Russo A, Tedeschi G. Sensorimotor connectivity in Parkinson's disease: the role of functional neuroimaging. Front Neurol 2014; 5:180. [PMID: 25309505 PMCID: PMC4173645 DOI: 10.3389/fneur.2014.00180] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2014] [Accepted: 09/04/2014] [Indexed: 01/07/2023] Open
Abstract
The diagnosis of Parkinson’s disease (PD) remains still clinical; nevertheless, in the last decades, the rapid evolution of advanced MRI techniques has made it possible to detect structural and, increasingly, functional brain changes in patients with PD. Indeed, functional MRI (fMRI) techniques have offered the opportunity to directly measure the brain’s activity and connectivity in patients with PD both in early and complicated stage of the disease. The aims of the following review are (1) to present an overview of recent fMRI reports investigating the activity and connectivity of sensorimotor areas in patients with PD using both task-related and “resting-state” fMRI analysis (2) to elucidate potential pathophysiological mechanisms underlying dyskinetic motor complications in the advanced stage of PD.
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Affiliation(s)
- Alessandro Tessitore
- Department of Medical, Surgical, Neurological, Metabolic and Aging Sciences, Second University of Naples , Naples , Italy ; MRI Research Center SUN-FISM, Second University of Naples , Naples , Italy
| | - Alfonso Giordano
- MRI Research Center SUN-FISM, Second University of Naples , Naples , Italy ; Institute for Diagnosis and Care "Hermitage Capodimonte" , Naples , Italy
| | - Rosa De Micco
- Department of Medical, Surgical, Neurological, Metabolic and Aging Sciences, Second University of Naples , Naples , Italy ; MRI Research Center SUN-FISM, Second University of Naples , Naples , Italy
| | - Antonio Russo
- Department of Medical, Surgical, Neurological, Metabolic and Aging Sciences, Second University of Naples , Naples , Italy ; MRI Research Center SUN-FISM, Second University of Naples , Naples , Italy
| | - Gioacchino Tedeschi
- Department of Medical, Surgical, Neurological, Metabolic and Aging Sciences, Second University of Naples , Naples , Italy ; MRI Research Center SUN-FISM, Second University of Naples , Naples , Italy
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Xia J, Wang J, Tian W, Ding H, Wei Q, Huang H, Wang J, Zhao J, Gu H, Tang L. Magnetic resonance morphometry of the loss of gray matter volume in Parkinson's disease patients. Neural Regen Res 2014; 8:2557-65. [PMID: 25206566 PMCID: PMC4145936 DOI: 10.3969/j.issn.1673-5374.2013.27.007] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2013] [Accepted: 06/08/2013] [Indexed: 01/18/2023] Open
Abstract
Voxel-based morphometry can be used to quantitatively compare structural differences and func-tional changes of gray matter in subjects. In the present study, we compared gray matter images of 32 patients with Parkinson's disease and 25 healthy controls using voxel-based morphometry based on 3.0 T high-field magnetic resonance T1-weighted imaging and clinical neurological scale scores. Results showed that the scores in Mini-Mental State Examination and Montreal Cognitive Assessment were lower in patients compared with controls. In particular, the scores of visuospa-tial/executive function items in Montreal Cognitive Assessment were significantly reduced, but mean scores of non-motor symptoms significantly increased, in patients with Parkinson's disease. In dition, gray matter volume was significantly diminished in Parkinson's disease patients compared with normal controls, including bilateral temporal lobe, bilateral occipital lobe, bilateral parietal lobe, bilateral frontal lobe, bilateral insular lobe, bilateral parahippocampal gyrus, bilateral amygdale, right uncus, and right posterior lobe of the cerebellum. These findings indicate that voxel-based phometry can accurately and quantitatively assess the loss of gray matter volume in patients with Parkinson' disease, and provide essential neuroimaging evidence for multisystem pathological mechanisms involved in Parkinson's disease.
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Affiliation(s)
- Jianguo Xia
- Department of Radiology, Taizhou People's Hospital of Nantong University, Nantong 225300, Jiangsu Province, China
| | - Juan Wang
- Department of Medical Image Engineering, Medical School of Nantong University, Nantong 226001, Jiangsu Province, China
| | - Weizhong Tian
- Department of Radiology, Taizhou People's Hospital of Nantong University, Nantong 225300, Jiangsu Province, China
| | - Hongbin Ding
- Department of Radiology, Taizhou People's Hospital of Nantong University, Nantong 225300, Jiangsu Province, China
| | - Qilin Wei
- Department of Geriatrics, Affiliated Hospital of Nantong University, Nantong 226001, Jiangsu Province, China
| | - Huanxin Huang
- Department of Geriatrics, Affiliated Hospital of Nantong University, Nantong 226001, Jiangsu Province, China
| | - Jun Wang
- Department of Geriatrics, Affiliated Hospital of Nantong University, Nantong 226001, Jiangsu Province, China
| | - Jinli Zhao
- Department of Radiology, Affiliated Hospital of Nantong University, Nantong 226001, Jiangsu Province, China
| | - Hongmei Gu
- Department of Radiology, Affiliated Hospital of Nantong University, Nantong 226001, Jiangsu Province, China
| | - Lemin Tang
- Department of Medical Image Engineering, Medical School of Nantong University, Nantong 226001, Jiangsu Province, China
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Davidsson A, Georgiopoulos C, Dizdar N, Granerus G, Zachrisson H. Comparison between visual assessment of dopaminergic degeneration pattern and semi-quantitative ratio calculations in patients with Parkinson's disease and Atypical Parkinsonian syndromes using DaTSCAN® SPECT. Ann Nucl Med 2014; 28:851-9. [PMID: 24997753 DOI: 10.1007/s12149-014-0878-x] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2014] [Accepted: 06/30/2014] [Indexed: 11/29/2022]
Abstract
OBJECTIVE To verify if (123)I-FP-CIT, DaTSCAN(®) can differentiate early stages of Parkinson's disease (PD) as well as patients with Atypical Parkinsonian syndromes (APS) from manifest Parkinson's disease. METHODS 128 consecutive patients were investigated with (123)I-FP-CIT SPECT during a 4-year period. All patients were diagnosed according to the established consensus criteria for diagnosis of PD (n = 53) and APS (n = 19). Remaining patients were grouped early PD (before onset of L-DOPA medication), (n = 20), vascular PD (n = 6), and non-PD syndromes (n = 30) and SWEDD (n = 1). SPECT images were analyzed visually according to a predefined ranking scale of dopaminergic nerve cell degeneration, distinguishing a posterior-anterior degeneration pattern (egg shape) from a more global and severe degeneration pattern (burst striatum). Striatum uptake ratios were quantitatively analyzed with the 3D software, EXINI. RESULTS In the group of APS patients, the burst striatum pattern was most frequent and found in 61 % (11/18 patients). In PD patients, the egg shape pattern was dominating, especially in early PD where it was present in 95 % (19/20 patients). The positive predictive value for the egg shape pattern to diagnose PD was 92 % in this material (APS and all PD patients) and the specificity 90 % for the burst striatum pattern to exclude APS. The uptake ratios were reduced in both PD and APS patients and closely related to the image ranking. CONCLUSION In this study, we found that in more than half of the patients it was possible to differentiate between PD and APS by visual interpretation only. Similar results were obtained using semi-quantitative uptake ratios. Combining visual assessment with uptake ratios did not add to the discriminating power of DaTSCAN(®) SPECT in this material.
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Affiliation(s)
- Anette Davidsson
- Division of Cardiovascular Medicine, Clinical Physiology, Department of Medical and Health Sciences, Faculty of Health Sciences, Linköping University, 58185, Linköping, Sweden,
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Marik J, Bohorquez SMS, Williams SP, van Bruggen N. New imaging paradigms in drug development: the PET imaging approach. DRUG DISCOVERY TODAY. TECHNOLOGIES 2014; 8:e63-9. [PMID: 24990264 DOI: 10.1016/j.ddtec.2011.11.004] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Molecular imaging is becoming an indispensable part of clinical drug development. The presented review highlights few state-of-the-art examples that serve to illustrate specific points and discuss future directions of the use of positron emission tomography (PET) imaging in various phases of clinical drug development.:
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Affiliation(s)
- Jan Marik
- Genentech Research and Early Development (gRED), Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA.
| | - Sandra M Sanabria Bohorquez
- Genentech Research and Early Development (gRED), Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Simon-Peter Williams
- Genentech Research and Early Development (gRED), Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Nicholas van Bruggen
- Genentech Research and Early Development (gRED), Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
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Zhu H, Chen H, Cho W, Estrada AA, Sweeney ZK. From Human Genetics to Drug Candidates: An Industrial Perspective on LRRK2 Inhibition as a Treatment for Parkinson's Disease. METHODS AND PRINCIPLES IN MEDICINAL CHEMISTRY 2013. [DOI: 10.1002/9783527677252.ch10] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
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Christopher L, Marras C, Duff-Canning S, Koshimori Y, Chen R, Boileau I, Segura B, Monchi O, Lang AE, Rusjan P, Houle S, Strafella AP. Combined insular and striatal dopamine dysfunction are associated with executive deficits in Parkinson's disease with mild cognitive impairment. ACTA ACUST UNITED AC 2013; 137:565-75. [PMID: 24334314 DOI: 10.1093/brain/awt337] [Citation(s) in RCA: 111] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
The ability to dynamically use various aspects of cognition is essential to daily function, and reliant on dopaminergic transmission in cortico-striatal circuitry. Our aim was to investigate both striatal and cortical dopaminergic changes in patients with Parkinson's disease with mild cognitive impairment, who represent a vulnerable group for the development of dementia. We hypothesized severe striatal dopamine denervation in the associative (i.e. cognitive) region and cortical D2 receptor abnormalities in the salience and executive networks in Parkinson's disease with mild cognitive impairment compared with cognitively normal patients with Parkinson's disease and healthy control subjects. We used positron emission tomography imaging with dopaminergic ligands (11)C-dihydrotetrabenazine, to investigate striatal dopamine neuron integrity in the associative subdivision and (11)C-FLB 457, to investigate cortical D2 receptor availability in patients with Parkinson's disease (55-80 years of age) with mild cognitive impairment (n = 11), cognitively normal patients with Parkinson's disease (n = 11) and age-matched healthy control subjects (n = 14). Subjects were administered a neuropsychological test battery to assess cognitive status and determine the relationship between dopaminergic changes and cognitive performance. We found that patients with mild cognitive impairment had severe striatal dopamine depletion in the associative (i.e. cognitive) subdivision as well as reduced D2 receptor availability in the bilateral insula, a key cognitive hub, compared to cognitively normal patients and healthy subjects after controlling for age, disease severity and daily dopaminergic medication intake. Associative striatal dopamine depletion was predictive of D2 receptor loss in the insula of patients with Parkinson's disease with mild cognitive impairment, demonstrating interrelated striatal and cortical changes. Insular D2 levels also predicted executive abilities in these patients as measured using a composite executive z-score obtained from neuropsychological testing. Furthermore we assessed cortical thickness to ensure that D2 receptor changes were not confounded by brain atrophy. There was no difference between groups in cortical thickness in the insula, or any other cortical region of interest. These findings suggest that striatal dopamine denervation combined with insular D2 receptor loss underlie mild cognitive impairment in Parkinson's disease and in particular decline in executive function. Furthermore, these findings suggest a crucial and direct role for dopaminergic modulation in the insula in facilitating cognitive function.
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Affiliation(s)
- Leigh Christopher
- 1 Morton and Gloria Shulman Movement Disorder Unit and E.J. Safra Parkinson Disease Program, Toronto Western Hospital, UHN, University of Toronto, Ontario, M5T 2S8, Canada
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Huang C, Ravdin LD, Nirenberg MJ, Piboolnurak P, Severt L, Maniscalco JS, Solnes L, Dorfman BJ, Henchcliffe C. Neuroimaging markers of motor and nonmotor features of Parkinson's disease: an 18f fluorodeoxyglucose positron emission computed tomography study. Dement Geriatr Cogn Disord 2013; 35:183-96. [PMID: 23445555 DOI: 10.1159/000345987] [Citation(s) in RCA: 75] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/21/2012] [Indexed: 01/21/2023] Open
Abstract
AIM We sought to identify markers of motor and nonmotor function in Parkinson's disease (PD) using advanced neuroimaging techniques in subjects with PD. METHODS We enrolled 26 nondemented PD subjects and 12 control subjects. All subjects underwent [(18)F]fluorodeoxyglucose positron emission computed tomography (FDG-PET) and magnetic resonance imaging, and a complete neuropsychological battery. RESULTS FDG-PET of subjects with PD revealed significant metabolic elevations in the bilateral posterior lentiform nucleus, posterior cingulate, and parahippocampus, and metabolic reductions in the bilateral temporoparietal association cortex and occipital lobe versus controls. PD subjects had significant reductions in executive/attention function, memory/verbal learning, and speed of thinking, and significantly increased depression, anxiety and apathy scores compared with controls. Motor dysfunction correlated with increased metabolism in the posterior lentiform nucleus, pons, and cerebellum, and decreased metabolism in the temporoparietal lobe. Cognitive dysfunction correlated with increased posterior cingulate metabolism and decreased temporoparietal lobe metabolism. Depressive symptoms correlated with increased amygdala metabolism; anxiety scores correlated with decreased caudate metabolism, and apathy scores correlated with increased metabolism in the anterior cingulate and orbitofrontal lobe and decreased metabolism in the temporoparietal association cortex. CONCLUSIONS Our findings showed that motor, cognitive, and emotional dysfunction in PD are associated with distinct patterns of cerebral metabolic changes.
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Affiliation(s)
- Chaorui Huang
- Department of Neurology and Neuroscience, Weill Cornell Medical College, New York, NY 10021, USA. chh2019 @ med.cornell.edu
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Berg D, Lang AE, Postuma RB, Maetzler W, Deuschl G, Gasser T, Siderowf A, Schapira AH, Oertel W, Obeso JA, Olanow CW, Poewe W, Stern M. Changing the research criteria for the diagnosis of Parkinson's disease: obstacles and opportunities. Lancet Neurol 2013; 12:514-24. [DOI: 10.1016/s1474-4422(13)70047-4] [Citation(s) in RCA: 94] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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Hacker CD, Perlmutter JS, Criswell SR, Ances BM, Snyder AZ. Resting state functional connectivity of the striatum in Parkinson's disease. ACTA ACUST UNITED AC 2012. [PMID: 23195207 DOI: 10.1093/brain/aws281] [Citation(s) in RCA: 298] [Impact Index Per Article: 24.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
Classical accounts of the pathophysiology of Parkinson's disease have emphasized degeneration of dopaminergic nigrostriatal neurons with consequent dysfunction of cortico-striatal-thalamic loops. In contrast, post-mortem studies indicate that pathological changes in Parkinson's disease (Lewy neurites and Lewy bodies) first appear primarily in the lower brainstem with subsequent progression to more rostral parts of the neuraxis. The nigrostriatal and histological perspectives are not incompatible, but they do emphasize different anatomical structures. To address the question of which brain structures are functionally most affected by Parkinson's disease, we performed a resting-state functional magnetic resonance imaging study focused on striatal functional connectivity. We contrasted 13 patients with advanced Parkinson's disease versus 19 age-matched control subjects, using methodology incorporating scrupulous attention to minimizing the effects of head motion during scanning. The principal finding in the Parkinson's disease group was markedly lower striatal correlations with thalamus, midbrain, pons and cerebellum. This result reinforces the importance of the brainstem in the pathophysiology of Parkinson's disease. Focally altered functional connectivity also was observed in sensori-motor and visual areas of the cerebral cortex, as well the supramarginal gyrus. Striatal functional connectivity with the brainstem was graded (posterior putamen > anterior putamen > caudate), in both patients with Parkinson's disease and control subjects, in a manner that corresponds to well-documented gradient of striatal dopaminergic function loss in Parkinson's disease. We hypothesize that this gradient provides a clue to the pathogenesis of Parkinson's disease.
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Affiliation(s)
- Carl D Hacker
- Department of Radiology, Washington University School of Medicine, Campus Box 8225, 4535 Scott Avenue, Saint Louis, MO 63110, USA
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Pham AH, Meng S, Chu QN, Chan DC. Loss of Mfn2 results in progressive, retrograde degeneration of dopaminergic neurons in the nigrostriatal circuit. Hum Mol Genet 2012; 21:4817-26. [PMID: 22859504 PMCID: PMC3607482 DOI: 10.1093/hmg/dds311] [Citation(s) in RCA: 125] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Mitochondria continually undergo fusion and fission, and these dynamic processes play a major role in regulating mitochondrial function. Studies of several genes associated with familial Parkinson's disease (PD) have implicated aberrant mitochondrial dynamics in the disease pathology, but the importance of these processes in dopaminergic neurons remains poorly understood. Because the mitofusins Mfn1 and Mfn2 are essential for mitochondrial fusion, we deleted these genes from a subset of dopaminergic neurons in mice. Loss of Mfn2 results in a movement defect characterized by reduced activity and rearing. In open field tests, Mfn2 mutants show severe, age-dependent motor deficits that can be rescued with L-3,4 dihydroxyphenylalanine. These motor deficits are preceded by the loss of dopaminergic terminals in the striatum. However, the loss of dopaminergic neurons in the midbrain occurs weeks after the onset of these motor and striatal deficits, suggesting a retrograde mode of neurodegeneration. In our conditional knockout strategy, we incorporated a mitochondrially targeted fluorescent reporter to facilitate tracking of mitochondria in the affected neurons. Using an organotypic slice culture system, we detected fragmented mitochondria in the soma and proximal processes of these neurons. In addition, we found markedly reduced mitochondrial mass and transport, which may contribute to the neuronal loss. These effects are specific for Mfn2, as the loss of Mfn1 yielded no corresponding defects in the nigrostriatal circuit. Our findings indicate that perturbations of mitochondrial dynamics can cause nigrostriatal defects and may be a risk factor for the neurodegeneration in PD.
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Affiliation(s)
- Anh H Pham
- Division of Biology, California Institute of Technology, 1200 E. California Boulevard, Pasadena, CA 91125, USA
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Rajput AH, Adler CH, Shill HA, Rajput A. Essential tremor is not a neurodegenerative disease. Neurodegener Dis Manag 2012; 2:259-268. [PMID: 23105950 DOI: 10.2217/nmt.12.23] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
The pathophysiology of essential tremor (ET) remains unknown. Standard neuropathological studies have reported no consistent changes but a detailed study found neurodegeneration in all ET cases - 24% demonstrated lower brainstem Lewy body (LB) inclusions and 76% experienced a loss of cerebellar Purkinje cells (PCs) and its sequelae. We review the evidence on neurodegeneration in ET. The prevalence of LB inclusions in ET brains is similar to that in the asymptomatic general population. These incidental LB disease cases have evidence for reduced striatal tyrosine hydroxylase levels, as found in Parkinson's disease, but there is no evidence for reduced tyrosine hydroxylase levels in ET patients. Reduced mean PC counts in ET cases compared with the controls reported by some studies could not be replicated by others. Most ET cases have the same number of PCs as controls of a comparable age. Neither the lower brainstem LB inclusions nor the cerebellar PC loss represent the neurodegenerative basis of ET. Further studies are needed to determine the pathophysiology of ET.
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Affiliation(s)
- Ali H Rajput
- Movement Disorders Program, Neurology Division, University of Saskatchewan/Saskatoon Health Region, 103 Hospital Drive, Saskatoon, SK, S7N 0W8, Canada
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Translational CNS medicines research. Drug Discov Today 2012; 17:1068-78. [PMID: 22580061 DOI: 10.1016/j.drudis.2012.05.001] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2011] [Revised: 03/22/2012] [Accepted: 05/02/2012] [Indexed: 12/31/2022]
Abstract
The major imperative of the pharmaceutical industry is to effectively translate insights gained from basic research into new medicines. This task is toughest for CNS disorders. Compared with non-CNS drugs, CNS drugs take longer to get to market and their attrition rate is greater. This is principally because of the complexity of the human brain (the cause of many brain disorders remains unknown), the liability of CNS drugs to cause CNS side effects (which limits their use) and the requirement of CNS medicines to cross the blood-CNS barrier (BCNSB) (which restricts their ability to interact with their CNS target). In this review we consider the factors that are important in translating neuroscience research into CNS medicines.
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Han M, Nagele E, DeMarshall C, Acharya N, Nagele R. Diagnosis of Parkinson's disease based on disease-specific autoantibody profiles in human sera. PLoS One 2012; 7:e32383. [PMID: 22384236 PMCID: PMC3285212 DOI: 10.1371/journal.pone.0032383] [Citation(s) in RCA: 73] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2011] [Accepted: 01/28/2012] [Indexed: 01/16/2023] Open
Abstract
Parkinson's disease (PD), hallmarked by a variety of motor disorders and neurological decline, is the second most common neurodegenerative disease worldwide. Currently, no diagnostic test exists to identify sufferers, and physicians must rely on a combination of subjective physical and neurological assessments to make a diagnosis. The discovery of definitive blood-borne biomarkers would be a major step towards early and reliable diagnosis. Despite attention devoted to this search, such biomarkers have remained elusive. In the present study, we used human protein microarrays to reveal serum autoantibodies that are differentially expressed among PD and control subjects. The diagnostic significance of each of these autoantibodies was evaluated, resulting in the selection of 10 autoantibody biomarkers that can effectively differentiate PD sera from control sera with a sensitivity of 93.1% and specificity of 100%. PD sera were also distinguishable from sera obtained from Alzheimer's disease, breast cancer, and multiple sclerosis patients with accuracies of 86.0%, 96.6%, and 100%, respectively. Results demonstrate that serum autoantibodies can be used as highly specific and accurate biomarkers for PD diagnosis throughout the course of the disease.
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Affiliation(s)
- Min Han
- University of Medicine and Dentistry of New Jersey-Graduate School of Biomedical Sciences at the School of Osteopathic Medicine, Stratford, New Jersey, United States of America
- New Jersey Institute for Successful Aging, University of Medicine and Dentistry of New Jersey, Stratford, New Jersey, United States of America
| | - Eric Nagele
- Durin Technologies, Inc. New Brunswick, New Jersey, United States of America
| | - Cassandra DeMarshall
- University of Medicine and Dentistry of New Jersey-Graduate School of Biomedical Sciences at the School of Osteopathic Medicine, Stratford, New Jersey, United States of America
- New Jersey Institute for Successful Aging, University of Medicine and Dentistry of New Jersey, Stratford, New Jersey, United States of America
| | - Nimish Acharya
- University of Medicine and Dentistry of New Jersey-Graduate School of Biomedical Sciences at the School of Osteopathic Medicine, Stratford, New Jersey, United States of America
- New Jersey Institute for Successful Aging, University of Medicine and Dentistry of New Jersey, Stratford, New Jersey, United States of America
| | - Robert Nagele
- New Jersey Institute for Successful Aging, University of Medicine and Dentistry of New Jersey, Stratford, New Jersey, United States of America
- Durin Technologies, Inc. New Brunswick, New Jersey, United States of America
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Abstract
Although progress has been made in the symptomatic treatment of Parkinson's disease since the discovery of L-dopa in the 1960s, no neuroprotective therapy is yet available. Absence of adequate animal models of the disease that enable prediction of clinical success of potential treatments is often cited as a major impediment to progress and discourages researchers and pharmaceutical companies from investing resources to develop such treatments. Classic models are still widely used, but have been disappointing, and development of genetic models has given new hope. However, can a human disease be faithfully reproduced in a mouse? In this Review we summarise evidence that some genetic mouse models do reproduce key features of Parkinson's disease and show that much can be learned from even imperfect models. The hope is that this information could be used to advance the search for neuroprotective therapies for Parkinson's disease.
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Affiliation(s)
- Marie-Françoise Chesselet
- Department of Neurology, David Geffen School of Medicine, University of California Los Angeles, USA.
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Abstract
Parkinson's disease (PD) is the most common age-related motoric neurodegenerative disease initially described in the 1800's by James Parkinson as the 'Shaking Palsy'. Loss of the neurotransmitter dopamine was recognized as underlying the pathophysiology of the motor dysfunction; subsequently discovery of dopamine replacement therapies brought substantial symptomatic benefit to PD patients. However, these therapies do not fully treat the clinical syndrome nor do they alter the natural history of this disorder motivating clinicians and researchers to further investigate the clinical phenotype, pathophysiology/pathobiology and etiology of this devastating disease. Although the exact cause of sporadic PD remains enigmatic studies of familial and rare toxicant forms of this disorder have laid the foundation for genome wide explorations and environmental studies. The combination of methodical clinical evaluation, systematic pathological studies and detailed genetic analyses have revealed that PD is a multifaceted disorder with a wide-range of clinical symptoms and pathology that include regions outside the dopamine system. One common thread in PD is the presence of intracytoplasmic inclusions that contain the protein, α-synuclein. The presence of toxic aggregated forms of α-synuclein (e.g., amyloid structures) are purported to be a harbinger of subsequent pathology. In fact, PD is both a cerebral amyloid disease and the most common synucleinopathy, that is, diseases that display accumulations of α-synuclein. Here we present our current understanding of PD etiology, pathology, clinical symptoms and therapeutic approaches with an emphasis on misfolded α-synuclein.
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Affiliation(s)
- Timothy R. Mhyre
- Department of Neuroscience, Georgetown University Medical Center, NRB EP08, 3970 Reservoir Road NW, 20057, Washington, DC, USA,
| | - James T. Boyd
- University of Vermont College of Medicine, 1 South Prospect Street, DU-Arnold 4416-UHC, 05401, Burlington, VT, USA,
| | - Robert W. Hamill
- Department of Neurology, University of Vermont College of Medicine, 89 Beaumont Avenue, Given Hall Room C225, 05405, Burlington, VT, USA,
| | - Kathleen A. Maguire-Zeiss
- Department of Neuroscience, Center for Neural Injury and RecoveryGeorgetown University Medical Center, 3970 Reservoir Road, NW NRB EP08, 20057, Washington, DC, USA,
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Abstract
The motor system has been intensively studied using the emerging neuroimaging technologies over the last twenty years. These include early applications of positron emission tomography of brain perfusion, metabolic rate and receptor function, as well as functional magnetic resonance imaging, tractography from diffusion weighted imaging, and transcranial magnetic stimulation. Motor system research has the advantage of the existence of extensive electrophysiological and anatomical information from comparative studies which enables cross-validation of new methods. We review the impact of neuroimaging on the understanding of diverse motor functions, including motor learning, decision making, inhibition and the mirror neuron system. In addition, we show how imaging of the motor system has supported a powerful platform for bidirectional translational neuroscience. In one direction, it has provided the opportunity to study safely the processes of neuroplasticity, neural networks and neuropharmacology in stroke and movement disorders and offers a sensitive tool to assess novel therapeutics. In the reverse direction, imaging of clinical populations has promoted innovations in cognitive theory, experimental design and analysis. We highlight recent developments in the analysis of structural and functional connectivity in the motor system; the advantages of integration of multiple methodologies; and new approaches to experimental design using formal models of cognitive-motor processes.
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Chesselet MF, Hovda DA. Traumatic brain injury and dopaminergic degeneration: the long-term risks require greater attention. Neurodegener Dis Manag 2011. [DOI: 10.2217/nmt.11.71] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Affiliation(s)
| | - David A Hovda
- Departments of Neurology, Neurosurgery & Molecular & Medical Pharmacology, UCLA Brain Injury Research Center, David Geffen School of Medicine, UCLA, USA
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