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Loenneker HD, Artemenko C, Willmes K, Liepelt-Scarfone I, Nuerk HC. Deficits in or Preservation of Basic Number Processing in Parkinson's Disease? A Registered Report. J Neurosci Res 2024; 102:e25397. [PMID: 39548739 DOI: 10.1002/jnr.25397] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2024] [Revised: 10/16/2024] [Accepted: 10/27/2024] [Indexed: 11/18/2024]
Abstract
Neurodegenerative diseases such as Parkinson's disease (PD) have a huge impact on patients, caregivers, and the health care system. Until now, diagnosis of mild cognitive impairments in PD has been established based on domain-general functions such as executive functions, attention, or working memory. However, specific numerical deficits observed in clinical practice have not yet been systematically investigated. PD-immanent deterioration of domain-general functions and domain-specific numerical areas suggests mechanisms of both primary and secondary dyscalculia. The current study systematically investigated basic number processing performance in PD patients for the first time, targeting domain-specific cognitive representations of numerosity and the influence of domain-general factors. The overall sample consisted of patients with a diagnosis of PD, according to consensus guidelines, and healthy controls. PD patients were stratified into patients with normal cognition (PD-NC) or mild cognitive impairment (level I-PD-MCI based on cognitive screening). Basic number processing was assessed using transcoding, number line estimation, and (non-) symbolic number magnitude comparison tasks. Discriminant analysis was employed to assess whether basic number processing tasks can differentiate between a healthy control group and both PD groups. All participants were subjected to a comprehensive numerical and a neuropsychological test battery, as well as sociodemographic and clinical measures. Results indicate a profile of preserved (verbal representation) and impaired (magnitude representation, place × value activation) function in PD-MCI, hinting at basal ganglia dysfunction affecting numerical cognition in PD. Numerical deficits could not be explained by domain-general cognitive impairments, so that future research needs to incorporate domain-specific tasks of sufficient difficulty.
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Affiliation(s)
| | - Christina Artemenko
- Department of Psychology, University of Tuebingen, Tuebingen, Germany
- LEAD Graduate School & Research Network, University of Tuebingen, Tuebingen, Germany
| | - Klaus Willmes
- Department of Neurology, RWTH Aachen University, University Hospital, Aachen, Germany
| | - Inga Liepelt-Scarfone
- Department of Clinical Neurodegeneration, Hertie Institute for Clinical Brain Research, Tuebingen, Germany
- German Centre for Neurodegenerative Diseases, Tuebingen, Germany
- IB-Hochschule für Gesundheit und Soziales, Stuttgart, Germany
| | - Hans-Christoph Nuerk
- Department of Psychology, University of Tuebingen, Tuebingen, Germany
- LEAD Graduate School & Research Network, University of Tuebingen, Tuebingen, Germany
- German Center for Mental Health, Tübingen, Germany
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Wijers A, Ravi A, Evers SMAA, Tissingh G, van Mastrigt GAPG. Systematic Review of the Cost of Illness of Parkinson's Disease from a Societal Perspective. Mov Disord 2024; 39:1938-1951. [PMID: 39221849 DOI: 10.1002/mds.29995] [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: 05/25/2024] [Revised: 07/19/2024] [Accepted: 08/07/2024] [Indexed: 09/04/2024] Open
Abstract
Previous reviews on the cost of illness (COI) of Parkinson's disease (PD) have often focused on health-care costs due to PD, underestimating its effects on other sectors. This systematic review determines the COI of PD from a societal perspective. The protocol was registered in PROSPERO (ID: CRD42023428937). Embase, Medline, and EconLit were searched up to October 12, 2023, for studies determining the COI of PD from a societal perspective. From 2812 abstracts, 17 studies were included. The COI of PD averaged €20,911.37 per patient per year, increasing to almost €100,000 in the most severely affected patients. Health-care costs accounted for 46.1% of total costs, followed by productivity loss (37.4%) and costs to patient and family (16.4%). The COI of PD strongly varied between different geographical regions, with costs in North America 3.6 times higher compared to Asia. This study is the first to identify the relative importance of different cost items. Most important were reduced employment, government benefits, informal care, medication, nursing homes, and hospital admission. There was strong variety in the cost items that were included, with 55.2% of cost items measured in fewer than half of articles. Our review shows that PD-COI is high and appears in various cost sectors, with strong variety in the cost items included in different studies. Therefore, a guideline for the measurement of COI in PD should be developed to harmonize this. This article provides a first step toward the development of such a tool by identifying which cost items are most relevant. © 2024 The Author(s). Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.
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Affiliation(s)
- Anke Wijers
- Department of Health Services Research, Care and Public Health Research Institute (CAPHRI), Maastricht UniversityMaastricht, The Netherlands
- Department of Neurology, Zuyderland Medical Centre, Heerlen, The Netherlands
| | - Anirudhan Ravi
- Department of Health Services Research, Care and Public Health Research Institute (CAPHRI), Maastricht UniversityMaastricht, The Netherlands
| | - Silvia M A A Evers
- Department of Health Services Research, Care and Public Health Research Institute (CAPHRI), Maastricht UniversityMaastricht, The Netherlands
- Centre of Economic Evaluation, Trimbos Institute, Institute of Mental Health and Addictions, Utrecht, The Netherlands
| | - Gerrit Tissingh
- Department of Neurology, Zuyderland Medical Centre, Heerlen, The Netherlands
| | - Ghislaine A P G van Mastrigt
- Department of Health Services Research, Care and Public Health Research Institute (CAPHRI), Maastricht UniversityMaastricht, The Netherlands
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Kapinos KA, Louis ED. The Direct Medical Cost of Essential Tremor. Neuroepidemiology 2024:1-7. [PMID: 39396507 DOI: 10.1159/000541968] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Accepted: 09/23/2024] [Indexed: 10/15/2024] Open
Abstract
OBJECTIVES The aim of the study was to determine the direct medical cost of illness from essential tremor (ET) from a patient perspective. METHODS Secondary data from the Optum's de-identified Clinformatics® Data Mart Database from 2018-2019 were used to assess medical resource utilization and costs. Propensity score matching was used to match patients aged 40+ to statistically similar controls. Generalized linear models were used to estimate average, adjusted total costs of care per year, by healthcare setting, and provider specialty. RESULTS The final sample included 41,200 patients with at least one ET claim and 36,871 matched patients. Overall, ET patients aged 40+ had about USD 28,217 in direct medical costs per year, which was about USD 1,601 more than matched comparisons (p < 0.001). This was driven by greater number of outpatient visits overall and with specialists. Extrapolating the estimates from our study and pairing them with published age-specific disease prevalence statistics for ET, we calculated an annual cost for direct medical care of ET patients aged 40+ to be about USD 9.4 billion. CONCLUSION The estimated direct medical costs among adults aged 40+ with an ET diagnosis aggregated to the population level are nontrivial.
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Affiliation(s)
| | - Elan D Louis
- Department of Neurology, University of Texas Southwestern Medical Center, Dallas, Texas, USA
- Peter O'Donnell Jr. Brain Institute, University of Texas Southwestern Medical Center, Dallas, Texas, USA
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Zhao Y, Huang L, Li W. Mapping knowledge domain of acupuncture for Parkinson's disease: a bibliometric and visual analysis. Front Aging Neurosci 2024; 16:1388290. [PMID: 39295641 PMCID: PMC11408212 DOI: 10.3389/fnagi.2024.1388290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Accepted: 08/14/2024] [Indexed: 09/21/2024] Open
Abstract
Objective This study points to probing the inclination and mapping knowledge domain of acupuncture for Parkinson's disease through bibliometrics. Methods A search was conducted on 1 February 2024 using the Web of Science to identify papers published on acupuncture for Parkinson's disease. The analysis included scientific research, countries, organizations, authors/cited authors, keywords, journals, and cited references. Bibliometric data were analyzed using VOSviewer software, CiteSpace, GraphPad Prism, and Scimago Graphica. The studies on acupuncture for Parkinson's disease were visualized as a network map according to the publication year. Results The cumulative publication trend on acupuncture for Parkinson's disease is increasing year by year. China is the leading contributor in this field. International collaboration is predominantly concentrated in Europe, while institutional collaboration is chiefly limited to Chinese universities specializing in traditional Chinese medicine. Park HJ is the most prolific author, with "Movement Disorders" being the journal with the most publications. "Brain Research" is identified as a key journal, reflecting a focus on neuroscience. Kim SN is the most cited author, while Eisenberg DM is a prominent author in this field. Research topics such as mouse models, systematic reviews, and non-motor symptoms are frequently explored, with messenger RNA of substantia nigra emerging as a notable keyword in this field. Choi YG's 2009 paper, published in the Neuroscience Letters journal, is a critical reference in this field. Key papers include Eisenberg DM's 1998 study on randomized trials of acupuncture for non-motor symptoms of PD, as well as research focusing on the neuroinflammatory regulatory mechanisms of acupuncture for PD. Conclusion The bibliometric analysis offers an exhaustive generality of the advancement and worldwide trends in acupuncture treatments for Parkinson's disease, shedding light on potential avenues for prospective research.
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Affiliation(s)
- Yanqing Zhao
- Shanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Li Huang
- Shanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Wentao Li
- Shanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
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Fu C, Wang L, Cai W. IL6 receptor inhibitors: exploring the therapeutic potential across multiple diseases through drug target Mendelian randomization. Front Immunol 2024; 15:1452849. [PMID: 39229261 PMCID: PMC11368790 DOI: 10.3389/fimmu.2024.1452849] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2024] [Accepted: 08/05/2024] [Indexed: 09/05/2024] Open
Abstract
Background High interleukin-6 levels correlate with diseases like cancer, autoimmune disorders, and infections. IL-6 receptor inhibitors (IL-6Ri), used for rheumatoid arthritis and COVID-19, may have wider uses. We apply drug-target Mendelian Randomization (MR) to study IL-6Ri's effects. Method To simulate the effects of genetically blocking the IL-6R, we selected single nucleotide polymorphisms (SNPs) within or near the IL6R gene that show significant genome-wide associations with C-reactive protein. Using rheumatoid arthritis and COVID-19 as positive controls, our primary research outcomes included the risk of asthma, asthmatic pneumonia, cor pulmonale, non-small cell lung cancer, small cell lung cancer, Parkinson's disease, Alzheimer's disease, ulcerative colitis, Crohn's disease, systemic lupus erythematosus, type 1 diabetes, and type 2 diabetes. The Inverse Variance Weighted (IVW) method served as our principal analytical approach, with the hypotheses of MR being evaluated through sensitivity and colocalization analyses. Additionally, we conducted Bayesian Mendelian Randomization analyses to minimize confounding and reverse causation biases to the greatest extent possible. Results IL-6 inhibitors significantly reduced the risk of idiopathic pulmonary fibrosis (OR= 0.278, 95% [CI], 0.138-0.558; P <0.001), Parkinson's disease (OR = 0.354, 95% CI, 0.215-0.582; P <0.001), and positively influenced the causal relationship with Type 2 diabetes (OR = 0.759, 95% CI, 0.637-0.905; P = 0.002). However, these inhibitors increased the risk for asthma (OR = 1.327, 95% CI, 1.118-1.576; P = 0.001) and asthmatic pneumonia (OR = 1.823, 95% CI, 1.246-2.666; P = 0.002). The causal effect estimates obtained via the BWMR method are consistent with those based on the IVW approach. Similarly, sIL-6R also exerts a significant influence on these diseases.Diseases such as Alzheimer's disease, Crohn's disease, pulmonary heart disease, systemic lupus erythematosus, Type 1 diabetes, Non-small cell lung cancer and ulcerative colitis showed non-significant associations (p > 0.05) and were excluded from further analysis. Similarly, Small cell lung cancer were excluded due to inconsistent results. Notably, the colocalization evidence for asthmatic pneumonia (coloc.abf-PPH4 = 0.811) robustly supports its association with CRP. The colocalization evidence for Parkinson's disease (coloc.abf-PPH4 = 0.725) moderately supports its association with CRP. Conclusion IL-6Ri may represent a promising therapeutic avenue for idiopathic pulmonary fibrosis, Parkinson's disease, and Type 2 diabetes.
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Affiliation(s)
- Chong Fu
- Department of Gastroenterology, Anqing Municipal Hospital, Anqing, Anhui, China
| | - Longquan Wang
- Department of Geriatric Medicine, The First Affiliated Hospital of Wannan Medical College, Wuhu, Anhui, China
| | - Wenjiao Cai
- Department of Nephrology, Anqing Municipal Hospital, Anqing, Anhui, China
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Quarta S, Sandre M, Ruvoletto M, Campagnolo M, Emmi A, Biasiolo A, Pontisso P, Antonini A. Inhibition of Protease-Activated Receptor-2 Activation in Parkinson's Disease Using 1-Piperidin Propionic Acid. Biomedicines 2024; 12:1623. [PMID: 39062196 PMCID: PMC11274518 DOI: 10.3390/biomedicines12071623] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2024] [Revised: 07/17/2024] [Accepted: 07/19/2024] [Indexed: 07/28/2024] Open
Abstract
In Parkinson's disease, neuroinflammation is a double-edged sword; when inflammation occurs it can have harmful effects, despite its important role in battling infections and healing tissue. Once triggered by microglia, astrocytes acquire a reactive state and shift from supporting the survival of neurons to causing their destruction. Activated microglia and Proteinase-activated receptor-2 (PAR2) are key points in the regulation of neuroinflammation. 1-Piperidin Propionic Acid (1-PPA) has been recently described as a novel inhibitor of PAR2. The aim of our study was to evaluate the effect of 1-PPA in neuroinflammation and microglial activation in Parkinson's disease. Protein aggregates and PAR2 expression were analyzed using Thioflavin S assay and immunofluorescence in cultured human fibroblasts from Parkinson's patients, treated or untreated with 1-PPA. A significant decrease in amyloid aggregates was observed after 1-PPA treatment in all patients. A parallel decrease in PAR2 expression, which was higher in sporadic Parkinson's patients, was also observed both at the transcriptional and protein level. In addition, in mouse LPS-activated microglia, the inflammatory profile was significantly downregulated after 1-PPA treatment, with a remarkable decrease in IL-1β, IL-6, and TNF-α, together with a decreased expression of PAR2. In conclusion, 1-PPA determines the reduction in neuroglia inflammation and amyloid aggregates formation, suggesting that the pharmacological inhibition of PAR2 could be proposed as a novel strategy to control neuroinflammation.
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Affiliation(s)
- Santina Quarta
- Department of Medicine, University of Padova, 35122 Padova, Italy; (S.Q.); (M.R.); (A.B.)
| | - Michele Sandre
- Parkinson and Movement Disorders Unit, Padua Neuroscience Center (PNC), Center for Neurodegenerative Disease Research (CESNE), Department of Neuroscience, University of Padova, 35122 Padova, Italy; (M.S.); (M.C.); (A.E.); (A.A.)
| | - Mariagrazia Ruvoletto
- Department of Medicine, University of Padova, 35122 Padova, Italy; (S.Q.); (M.R.); (A.B.)
| | - Marta Campagnolo
- Parkinson and Movement Disorders Unit, Padua Neuroscience Center (PNC), Center for Neurodegenerative Disease Research (CESNE), Department of Neuroscience, University of Padova, 35122 Padova, Italy; (M.S.); (M.C.); (A.E.); (A.A.)
| | - Aron Emmi
- Parkinson and Movement Disorders Unit, Padua Neuroscience Center (PNC), Center for Neurodegenerative Disease Research (CESNE), Department of Neuroscience, University of Padova, 35122 Padova, Italy; (M.S.); (M.C.); (A.E.); (A.A.)
| | - Alessandra Biasiolo
- Department of Medicine, University of Padova, 35122 Padova, Italy; (S.Q.); (M.R.); (A.B.)
| | - Patrizia Pontisso
- Department of Medicine, University of Padova, 35122 Padova, Italy; (S.Q.); (M.R.); (A.B.)
| | - Angelo Antonini
- Parkinson and Movement Disorders Unit, Padua Neuroscience Center (PNC), Center for Neurodegenerative Disease Research (CESNE), Department of Neuroscience, University of Padova, 35122 Padova, Italy; (M.S.); (M.C.); (A.E.); (A.A.)
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Rajagopalan K, Rashid N, Gopal D, Doshi D. Healthcare resource utilization among nursing home residents with Parkinson's disease psychosis: an analysis of Medicare beneficiaries treated with pimavanserin or other-atypical antipsychotics. J Comp Eff Res 2024; 13:e240038. [PMID: 38850129 PMCID: PMC11225156 DOI: 10.57264/cer-2024-0038] [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: 03/20/2024] [Accepted: 05/17/2024] [Indexed: 06/09/2024] Open
Abstract
Aim: Real-world healthcare resource use (HCRU) burden among patients with Parkinson's disease psychosis (PDP) treated with pimavanserin (PIM) versus other atypical antipsychotics (other-AAPs) including quetiapine (QUE) in long term care (LTC) and nursing home (NH) settings are lacking. This analysis examines HCRU differences among residents in LTC/NH settings who initiate PIM versus QUE or other-AAPs. Methods: A retrospective analysis of LTC/NH residents with PDP from the 100% Medicare claims between 1 April 2015 and 31 December 2021 was conducted. Treatment-naive residents who initiated ≥6 months continuous monotherapy with PIM or QUE or other-AAPs between 04/01/16 and 06/30/2021 were propensity score matched (PSM) 1:1 using 31 variables (age, sex, race, region and 27 Elixhauser comorbidity characteristics). Post-index (i.e., 6 months) HCRU outcomes included: proportion of residents with ≥1 all-cause inpatient (IP) hospitalizations and emergency room (ER) visits. HCRU differences were assessed via log binomial regression and reported as relative risk ratios (RR) and 95% confidence intervals after controlling for dementia, insomnia and index year. Results: From a total of PIM (n = 1827), QUE (n = 7770) or other-AAPs (n = 9557), 1:1 matched sample (n = 1827) in each cohort were selected. All-cause IP hospitalizations (PIM [29.8%]) versus QUE [36.7%]) and ER visits (PIM [47.3%] versus QUE [55.8%]), respectively, were significantly lower for PIM. PIM versus QUE cohort also had significantly lower RR for all-cause IP hospitalizations and ER visits, respectively, (IP hospitalizations RR: 0.82 [0.75. 0.9]; ER visits RR: 0.85 [0.8. 0.9]). PIM versus other-AAPs also had lower likelihood of HCRU outcomes. Conclusion: In this analysis, LTC/NH residents on PIM monotherapy (versus QUE) had a lower likelihood of all-cause hospitalizations (18%) and ER (15%) visits. In this setting, PIM also had lower likelihood of all-cause HCRU versus other-AAPs.
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Affiliation(s)
| | - Nazia Rashid
- Medical Affairs, Acadia Pharmaceuticals Inc., San Diego, CA USA
| | | | - Dilesh Doshi
- Medical Affairs, Acadia Pharmaceuticals Inc., San Diego, CA USA
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Elliott JE, Ligman BR, Bryant-Ekstrand MD, Keil AT, Powers K, Olivo C, Neilson LE, Postuma RB, Pelletier A, Gagnon JF, Gan-Or Z, Yu E, Liu L, St. Louis EK, Forsberg LK, Fields JA, Ross OA, Huddleston DE, Bliwise DL, Avidan AY, Howell MJ, Schenck CH, McLeland J, Criswell SR, Videnovic A, During EH, Miglis MG, Shprecher DR, Lee-Iannotti JK, Boeve BF, Ju YES, Lim MM. Comorbid neurotrauma increases neurodegenerative-relevant cognitive, motor, and autonomic dysfunction in patients with rapid eye movement sleep behavior disorder: a substudy of the North American Prodromal Synucleinopathy Consortium. Sleep 2024; 47:zsae007. [PMID: 38181205 PMCID: PMC11519033 DOI: 10.1093/sleep/zsae007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Revised: 12/13/2023] [Indexed: 01/07/2024] Open
Abstract
STUDY OBJECTIVES Rapid eye movement sleep behavior disorder (RBD) is strongly associated with phenoconversion to an overt synucleinopathy, e.g. Parkinson's disease (PD), Lewy body dementia, and related disorders. Comorbid traumatic brain injury (TBI) and posttraumatic stress disorder (PTSD)-henceforth "neurotrauma" (NT)-increase the odds of RBD by ~2.5-fold and are associated with an increased rate of service-connected PD in Veterans. Thus, RBD and NT are both independently associated with PD; however, it is unclear how NT influences neurological function in patients with RBD. METHODS Participants ≥18 years with overnight polysomnogram-confirmed RBD were enrolled between 8/2018 to 4/2021 through the North American Prodromal Synucleinopathy Consortium. Standardized assessments for RBD, TBI, and PTSD history, as well as cognitive, motor, sensory, and autonomic function, were completed. This cross-sectional analysis compared cases (n = 24; RBD + NT) to controls (n = 96; RBD), matched for age (~60 years), sex (15% female), and years of education (~15 years). RESULTS RBD + NT reported earlier RBD symptom onset (37.5 ± 11.9 vs. 52.2 ± 15.1 years of age) and a more severe RBD phenotype. Similarly, RBD + NT reported more severe anxiety and depression, greater frequency of hypertension, and significantly worse cognitive, motor, and autonomic function compared to RBD. No differences in olfaction or color vision were observed. CONCLUSIONS This cross-sectional, matched case:control study shows individuals with RBD + NT have significantly worse neurological measures related to common features of an overt synucleinopathy. Confirmatory longitudinal studies are ongoing; however, these results suggest RBD + NT may be associated with more advanced neurological symptoms related to an evolving neurodegenerative process.
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Affiliation(s)
- Jonathan E Elliott
- VA Portland Health Care System, Research Service, Portland, OR, USA
- Oregon Health and Science University, Department of Neurology, Portland, OR, USA
| | | | | | - Allison T Keil
- VA Portland Health Care System, Research Service, Portland, OR, USA
- McGill University, Montreal Neurological Institute and Department of Neurology and Neurosurgery, Montréal, QC, Canada
| | - Katherine Powers
- VA Portland Health Care System, Research Service, Portland, OR, USA
| | - Cosette Olivo
- VA Portland Health Care System, Research Service, Portland, OR, USA
| | - Lee E Neilson
- VA Portland Health Care System, Research Service, Portland, OR, USA
- Oregon Health and Science University, Department of Neurology, Portland, OR, USA
| | - Ronald B Postuma
- McGill University, Montreal Neurological Institute and Department of Neurology and Neurosurgery, Montréal, QC, Canada
- Université du Québec à Montréal, Département of Psychology, Montréal, QC, Canada
- Hôpital du Sacré-Coeur de Montréal, Center for Advanced Research in Sleep Medicine, Montréal, QC, Canada
- Research Institute of the McGill University Health Centre, Montreal, QC, Canada
| | - Amélie Pelletier
- Hôpital du Sacré-Coeur de Montréal, Center for Advanced Research in Sleep Medicine, Montréal, QC, Canada
- Research Institute of the McGill University Health Centre, Montreal, QC, Canada
| | - Jean-François Gagnon
- Université du Québec à Montréal, Département of Psychology, Montréal, QC, Canada
- Hôpital du Sacré-Coeur de Montréal, Center for Advanced Research in Sleep Medicine, Montréal, QC, Canada
| | - Ziv Gan-Or
- McGill University, Montreal Neurological Institute and Department of Neurology and Neurosurgery, Montréal, QC, Canada
- McGill University, Department of Human Genetics, Montréal, QC, Canada
| | - Eric Yu
- McGill University, Montreal Neurological Institute and Department of Neurology and Neurosurgery, Montréal, QC, Canada
- McGill University, Department of Human Genetics, Montréal, QC, Canada
| | - Lang Liu
- McGill University, Montreal Neurological Institute and Department of Neurology and Neurosurgery, Montréal, QC, Canada
- McGill University, Department of Human Genetics, Montréal, QC, Canada
| | | | | | | | - Owen A Ross
- Mayo Clinic, Neurology and Medicine, Rochester, MN, USA
| | | | | | - Alon Y Avidan
- University of California Los Angeles, Neurology, Sleep Disorders Center, Los Angeles, CA, USA
| | - Michael J Howell
- University of Minnesota Medical Center, Department of Neurology, Minneapolis, MN, USA
- Hennepin County Medical Center, Minnesota Regional Sleep Disorders Center, Minneapolis, MN, USA
| | - Carlos H Schenck
- University of Minnesota Medical Center, Department of Neurology, Minneapolis, MN, USA
| | - Jennifer McLeland
- Washington University School of Medicine, Department of Neurology, Saint Louis, MO, USA
| | | | - Aleksandar Videnovic
- Massachusetts General Hospital, Movement Disorders Unit, Division of Sleep Medicine, Boston, MA, USA
- Harvard Medical School, Neurological Clinical Research Institute, Boston, MA, USA
| | - Emmanuel H During
- Stanford University, Psychiatry and Behavioral Sciences, Redwood City, CA, USA
- Stanford University, Neurology and Neurological Sciences, Palo Alto, CA, USA
- Mt Sinai School of Medicine, Department of Neurology, New York, NY, USA
| | - Mitchell G Miglis
- Stanford University, Psychiatry and Behavioral Sciences, Redwood City, CA, USA
- Stanford University, Neurology and Neurological Sciences, Palo Alto, CA, USA
| | - David R Shprecher
- Banner University Medical Center, Department of Neurology, Phoenix, AZ, USA
| | | | - Bradley F Boeve
- Mayo Clinic, Neurology and Medicine, Rochester, MN, USA
- NAPS Consortium Co-principal Investigators
| | - Yo-El S Ju
- Washington University School of Medicine, Department of Neurology, Saint Louis, MO, USA
- NAPS Consortium Co-principal Investigators
| | - Miranda M Lim
- Oregon Health and Science University, Department of Neurology, Portland, OR, USA
- Oregon Health and Science University, Department of Behavioral Neuroscience; Department of Pulmonary and Critical Care Medicine; Oregon Institute of Occupational Health Sciences, Portland, OR, USA
- VA Portland Health Care System, Mental Illness Research Education and Clinical Center; Neurology; National Center for Rehabilitative Auditory Research, Portland, OR, USA
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Isernia S, Di Tella S, Rossetto F, Borgnis F, Realdon O, Cabinio M, Pagliari C, Torchio A, Castagna A, Blasi V, Silveri MC, Baglio F. Exploring cognitive reserve's influence: unveiling the dynamics of digital telerehabilitation in Parkinson's Disease Resilience. NPJ Digit Med 2024; 7:116. [PMID: 38710915 DOI: 10.1038/s41746-024-01113-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Accepted: 04/12/2024] [Indexed: 05/08/2024] Open
Abstract
Telerehabilitation is emerging as a promising digital method for delivering rehabilitation to Parkinson's Disease (PD) patients, especially in the early stages to promote brain resilience. This study explores how cognitive reserve (CR), the brain's ability to withstand aging and disease, impacts the effectiveness of telerehabilitation. It specifically examines the influence of lifelong cognitive activities on the relationship between neural reserve and improved functional abilities following rehabilitation. In the study, 42 PD patients underwent a 4-month neuromotor telerehabilitation program. CR proxies were assessed using the Cognitive Reserve Index questionnaire (CRIq), brain changes via 3T-MRI, and functional response through changes in the 6-Minute Walk Distance (6MWD). Participants were divided into responders (n = 23) and non-responders (n = 19) based on their 6MWD improvement. A multiple regression model was run to test significant predictors of 6MWD after treatment in each group. The results revealed a significant correlation between 6MWD and CRIq scores, but only among responders. Notably, the CRIq Leisure-Time sub-index, along with baseline 6MWD, were predictors of post-treatment 6MWD. These findings highlight CR's role in enhancing the benefits of telerehabilitation on PD patients' neuromotor functions. Clinically, these results suggest that neurologists and clinicians should consider patients' lifestyles and cognitive engagement as important factors in predicting and enhancing the outcomes of telerehabilitation. The study underscores the potential of CR as both a predictor and booster of telerehabilitation's effects, advocating for a personalized approach to PD treatment that takes into account individual CR levels.
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Affiliation(s)
- Sara Isernia
- IRCCS Fondazione Don Carlo Gnocchi ONLUS, Milan, Italy.
| | - Sonia Di Tella
- Department of Psychology, Università Cattolica del Sacro Cuore, Milan, Italy
| | | | | | - Olivia Realdon
- Department of Human Sciences for Education, University of Milano-Bicocca, Milan, Italy
| | - Monia Cabinio
- IRCCS Fondazione Don Carlo Gnocchi ONLUS, Milan, Italy
| | | | | | - Anna Castagna
- IRCCS Fondazione Don Carlo Gnocchi ONLUS, Milan, Italy
| | - Valeria Blasi
- IRCCS Fondazione Don Carlo Gnocchi ONLUS, Milan, Italy
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Ameli A, Peña-Castillo L, Usefi H. Assessing the reproducibility of machine-learning-based biomarker discovery in Parkinson's disease. Comput Biol Med 2024; 174:108407. [PMID: 38603902 DOI: 10.1016/j.compbiomed.2024.108407] [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: 09/21/2023] [Revised: 03/21/2024] [Accepted: 04/01/2024] [Indexed: 04/13/2024]
Abstract
Feature selection and machine learning algorithms can be used to analyze Single Nucleotide Polymorphisms (SNPs) data and identify potential disease biomarkers. Reproducibility of identified biomarkers is critical for them to be useful for clinical research; however, genotyping platforms and selection criteria for individuals to be genotyped affect the reproducibility of identified biomarkers. To assess biomarkers reproducibility, we collected five SNPs datasets from the database of Genotypes and Phenotypes (dbGaP) and explored several data integration strategies. While combining datasets can lead to a reduction in classification accuracy, it has the potential to improve the reproducibility of potential biomarkers. We evaluated the agreement among different strategies in terms of the SNPs that were identified as potential Parkinson's disease (PD) biomarkers. Our findings indicate that, on average, 93% of the SNPs identified in a single dataset fail to be identified in other datasets. However, through dataset integration, this lack of replication is reduced to 62%. We discovered fifty SNPs that were identified at least twice, which could potentially serve as novel PD biomarkers. These SNPs are indirectly linked to PD in the literature but have not been directly associated with PD before. These findings open up new potential avenues of investigation.
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Affiliation(s)
- Ali Ameli
- Department of Computer Science, Memorial University of Newfoundland, 230 Elizabeth Ave, St. John's, A1C5S7, NL, Canada
| | - Lourdes Peña-Castillo
- Department of Computer Science, Memorial University of Newfoundland, 230 Elizabeth Ave, St. John's, A1C5S7, NL, Canada; Department of Biology, Memorial University of Newfoundland, 230 Elizabeth Ave, St. John's, A1C5S7, NL, Canada.
| | - Hamid Usefi
- Department of Computer Science, Memorial University of Newfoundland, 230 Elizabeth Ave, St. John's, A1C5S7, NL, Canada; Department of Mathematics and Statistics, Memorial University of Newfoundland, 230 Elizabeth Ave, St. John's, A1C5S7, NL, Canada.
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Chudzik A, Śledzianowski A, Przybyszewski AW. Machine Learning and Digital Biomarkers Can Detect Early Stages of Neurodegenerative Diseases. SENSORS (BASEL, SWITZERLAND) 2024; 24:1572. [PMID: 38475108 PMCID: PMC10934426 DOI: 10.3390/s24051572] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Revised: 02/16/2024] [Accepted: 02/27/2024] [Indexed: 03/14/2024]
Abstract
Neurodegenerative diseases (NDs) such as Alzheimer's Disease (AD) and Parkinson's Disease (PD) are devastating conditions that can develop without noticeable symptoms, causing irreversible damage to neurons before any signs become clinically evident. NDs are a major cause of disability and mortality worldwide. Currently, there are no cures or treatments to halt their progression. Therefore, the development of early detection methods is urgently needed to delay neuronal loss as soon as possible. Despite advancements in Medtech, the early diagnosis of NDs remains a challenge at the intersection of medical, IT, and regulatory fields. Thus, this review explores "digital biomarkers" (tools designed for remote neurocognitive data collection and AI analysis) as a potential solution. The review summarizes that recent studies combining AI with digital biomarkers suggest the possibility of identifying pre-symptomatic indicators of NDs. For instance, research utilizing convolutional neural networks for eye tracking has achieved significant diagnostic accuracies. ROC-AUC scores reached up to 0.88, indicating high model performance in differentiating between PD patients and healthy controls. Similarly, advancements in facial expression analysis through tools have demonstrated significant potential in detecting emotional changes in ND patients, with some models reaching an accuracy of 0.89 and a precision of 0.85. This review follows a structured approach to article selection, starting with a comprehensive database search and culminating in a rigorous quality assessment and meaning for NDs of the different methods. The process is visualized in 10 tables with 54 parameters describing different approaches and their consequences for understanding various mechanisms in ND changes. However, these methods also face challenges related to data accuracy and privacy concerns. To address these issues, this review proposes strategies that emphasize the need for rigorous validation and rapid integration into clinical practice. Such integration could transform ND diagnostics, making early detection tools more cost-effective and globally accessible. In conclusion, this review underscores the urgent need to incorporate validated digital health tools into mainstream medical practice. This integration could indicate a new era in the early diagnosis of neurodegenerative diseases, potentially altering the trajectory of these conditions for millions worldwide. Thus, by highlighting specific and statistically significant findings, this review demonstrates the current progress in this field and the potential impact of these advancements on the global management of NDs.
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Affiliation(s)
- Artur Chudzik
- Polish-Japanese Academy of Information Technology, Faculty of Computer Science, 86 Koszykowa Street, 02-008 Warsaw, Poland; (A.C.); (A.Ś.)
| | - Albert Śledzianowski
- Polish-Japanese Academy of Information Technology, Faculty of Computer Science, 86 Koszykowa Street, 02-008 Warsaw, Poland; (A.C.); (A.Ś.)
| | - Andrzej W. Przybyszewski
- Polish-Japanese Academy of Information Technology, Faculty of Computer Science, 86 Koszykowa Street, 02-008 Warsaw, Poland; (A.C.); (A.Ś.)
- UMass Chan Medical School, Department of Neurology, 65 Lake Avenue, Worcester, MA 01655, USA
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Mueller NN, Kim Y, Ocoko MYM, Dernelle P, Kale I, Patwa S, Hermoso AC, Chirra D, Capadona JR, Hess-Dunning A. Effects of Micromachining on Anti-oxidant Elution from a Mechanically-Adaptive Polymer. JOURNAL OF MICROMECHANICS AND MICROENGINEERING : STRUCTURES, DEVICES, AND SYSTEMS 2024; 34:10.1088/1361-6439/ad27f7. [PMID: 38586082 PMCID: PMC10996452 DOI: 10.1088/1361-6439/ad27f7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/09/2024]
Abstract
Intracortical microelectrodes (IMEs) can be used to restore motor and sensory function as a part of brain-computer interfaces in individuals with neuromusculoskeletal disorders. However, the neuroinflammatory response to IMEs can result in their premature failure, leading to reduced therapeutic efficacy. Mechanically-adaptive, resveratrol-eluting (MARE) neural probes target two mechanisms believed to contribute to the neuroinflammatory response by reducing the mechanical mismatch between the brain tissue and device, as well as locally delivering an antioxidant therapeutic. To create the mechanically-adaptive substrate, a dispersion, casting, and evaporation method is used, followed by a microfabrication process to integrate functional recording electrodes on the material. Resveratrol release experiments were completed to generate a resveratrol release profile and demonstrated that the MARE probes are capable of long-term controlled release. Additionally, our results showed that resveratrol can be degraded by laser-micromachining, an important consideration for future device fabrication. Finally, the electrodes were shown to have a suitable impedance for single-unit neural recording and could record single units in vivo.
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Affiliation(s)
- Natalie N Mueller
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA
- Advanced Platform Technology Center, Louis Stokes Cleveland VA Medical Center, Cleveland, OH, USA
| | - Youjoung Kim
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA
- Advanced Platform Technology Center, Louis Stokes Cleveland VA Medical Center, Cleveland, OH, USA
| | - Mali Ya Mungu Ocoko
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA
- Advanced Platform Technology Center, Louis Stokes Cleveland VA Medical Center, Cleveland, OH, USA
| | - Peter Dernelle
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA
- Advanced Platform Technology Center, Louis Stokes Cleveland VA Medical Center, Cleveland, OH, USA
| | - Ishani Kale
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA
- Advanced Platform Technology Center, Louis Stokes Cleveland VA Medical Center, Cleveland, OH, USA
| | - Simran Patwa
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA
- Advanced Platform Technology Center, Louis Stokes Cleveland VA Medical Center, Cleveland, OH, USA
| | - Anna Clarissa Hermoso
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA
- Advanced Platform Technology Center, Louis Stokes Cleveland VA Medical Center, Cleveland, OH, USA
| | - Deeksha Chirra
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA
- Advanced Platform Technology Center, Louis Stokes Cleveland VA Medical Center, Cleveland, OH, USA
| | - Jeffrey R Capadona
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA
- Advanced Platform Technology Center, Louis Stokes Cleveland VA Medical Center, Cleveland, OH, USA
| | - Allison Hess-Dunning
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, USA
- Advanced Platform Technology Center, Louis Stokes Cleveland VA Medical Center, Cleveland, OH, USA
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13
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Shome A, Chahat, Chawla V, Chawla PA. Neuroprotective Effect of Natural Indole and β-carboline Alkaloids against Parkinson's Disease: An Overview. Curr Med Chem 2024; 31:6251-6271. [PMID: 37702172 DOI: 10.2174/0929867331666230913100624] [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: 04/06/2023] [Revised: 07/02/2023] [Accepted: 07/21/2023] [Indexed: 09/14/2023]
Abstract
Parkinson's disease (PD) is a devastating neurodegenerative condition that mostly damages dopaminergic neurons in the substantia nigra and impairs human motor function. Males are more likely than females to have PD. There are two main pathways associated with PD: one involves the misfolding of α-synuclein, which causes neurodegeneration, and the other is the catalytic oxidation of dopamine via MAO-B, which produces hydrogen peroxide that can cause mitochondrial damage. Parkin (PRKN), α- synuclein (SNCA), heat shock protein (HSP), and leucine-rich repeat kinase-2 (LRRK2) are some of the target areas for genetic alterations that cause neurodegeneration in Parkinson's disease (PD). Under the impact of 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine (MPTP), which is also important in Parkinson's disease (PD), inhibition of mitochondrial complex 1 results in enhanced ROS generation in neuronal cells. Natural products are still a superior option in the age of synthetic pharmaceuticals because of their lower toxicity and moderate side effects. A promising treatment for PD has been discovered using betacarboline (also known as "β-carboline") and indole alkaloids. However, there are not many studies done on this particular topic. In the herbs containing β-carbolines and indoles, the secondary metabolites and alkaloids, β-carbolines and indoles, have shown neuroprotective and cognitive-enhancing properties. In this review, we have presented results from 18 years of research on the effects of indole and β-carboline alkaloids against oxidative stress and MAO inhibition, two key targets in PD. In the SAR analysis, the activity has been correlated with their unique structural characteristics. This study will undoubtedly aid researchers in looking for new PD treatment options.
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Affiliation(s)
- Abhimannu Shome
- Department of Pharmaceutical Chemistry and Analysis, ISF College of Pharmacy, Ghal Kalan, G.T Road, Moga, Punjab, 142001, India
| | - Chahat
- Department of Pharmaceutical Chemistry and Analysis, ISF College of Pharmacy, Ghal Kalan, G.T Road, Moga, Punjab, 142001, India
| | - Viney Chawla
- University Institute of Pharmaceutical Sciences and Research, Baba Farid University of Health Sciences, Faridkot, Punjab, India
| | - Pooja A Chawla
- Department of Pharmaceutical Chemistry and Analysis, ISF College of Pharmacy, Ghal Kalan, G.T Road, Moga, Punjab, 142001, India
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Singh NK, Singh A, Mayank. Nuclear Factor Kappa B: A Nobel Therapeutic Target of FlavonoidsAgainst Parkinson's Disease. Comb Chem High Throughput Screen 2024; 27:2062-2077. [PMID: 38243959 DOI: 10.2174/0113862073295568240105025006] [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: 11/28/2023] [Revised: 12/28/2023] [Accepted: 12/29/2023] [Indexed: 01/22/2024]
Abstract
Parkinson's disease (PD), the most common brain-related neurodegenerative disorder, is comprised of several pathophysiological mechanisms, such as mitochondrial dysfunction, neuroinflammation, aggregation of misfolded alpha-synuclein, and synaptic loss in the substantia nigra pars compacta region of the midbrain. Misfolded alpha-synuclein, originating from damaged neurons, triggers a series of signaling pathways in both glial and neuronal cells. Activation of such events results in the production and expression of several proinflammatory cytokines via the activation of the nuclear factor κB (NF-κB) signaling pathway. Consequently, this cascade of events worsens the neurodegenerative processes, particularly in conditions, such as PD and synucleinopathies. Microglia, astrocytes, and neurons are just a few of the many cells and tissues that express the NF-κB family of inducible types of transcription factors. The dual role of NF-κB activation can be crucial for neuronal survival, although the classical NF-κB pathway is important for controlling the generation of inflammatory mediators during neuroinflammation. Modulating NF-κB-associated pathways through the selective action of several agents holds promise for mitigating dopaminergic neuronal degeneration and PD. Several naturally occurring compounds in medicinal plants can be an effective treatment option in attenuating PD-associated dopaminergic neuronal loss via selectively modifying the NF-κB-mediated signaling pathways. Recently, flavonoids have gained notable attention from researchers because of their remarkable anti-neuroinflammatory activity and significant antioxidant properties in numerous neurodegenerative disorders, including PD. Several subclasses of flavonoids, including flavones, flavonols, isoflavones, and anthocyanins, have been evaluated for neuroprotective effects against in vitro and in vivo models of PD. In this aspect, the present review highlights the pathological role of NF-κB in the progression of PD and investigates the therapeutic potential of natural flavonoids targeting the NF-κB signaling pathway for the prevention and management of PD-like manifestations with a comprehensive list for further reference. Available facts strongly support that bioactive flavonoids could be considered in food and/or as lead pharmacophores for the treatment of neuroinflammation-mediated PD. Furthermore, natural flavonoids having potent pharmacological properties could be helpful in enhancing the economy of countries that cultivate medicinal plants yielding bioactive flavonoids on a large scale.
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Affiliation(s)
- Niraj Kumar Singh
- Division of Pharmacology, Institute of Pharmaceutical Research, GLA University, Mathura-281406, UP, India
| | - Ashini Singh
- Division of Pharmacology, Institute of Pharmaceutical Research, GLA University, Mathura-281406, UP, India
| | - Mayank
- Division of Pharmacology, Institute of Pharmaceutical Research, GLA University, Mathura-281406, UP, India
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15
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Kim E, Kim S, Suh HS. Use of gastrointestinal prokinetics and the risk of parkinsonism: A population-based case-crossover study. Pharmacoepidemiol Drug Saf 2023; 32:1378-1386. [PMID: 37491627 DOI: 10.1002/pds.5668] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2022] [Revised: 05/03/2023] [Accepted: 07/10/2023] [Indexed: 07/27/2023]
Abstract
BACKGROUND The disease burden of parkinsonism is extremely costly in the United States. Unlike Parkinson's disease, drug-induced parkinsonism (DIP) is acute and reversible; exploring the causative drug is important to prevent DIP in patients at high-risk of parkinsonism. OBJECTIVE To examine whether the use of gastrointestinal (GI) prokinetics is associated with an increased risk of parkinsonism. METHODS We conducted a case-crossover study using nationally representative data. We included patients who were newly diagnosed with parkinsonism (ICD-10 G20, G21.1, G25.1) between January 1, 2007 and December 1, 2015. The first prescription date of G20, G21.1, or G25.1 diagnoses was defined as the index date (0 day). Patients with prior extrapyramidal and movement disorders or brain tumors were excluded. We assessed the exposure within the risk (0-29 days) and control periods (60-89 days), before or on the index date. Conditional logistic regression estimated the adjusted odds ratio (aOR) for parkinsonism. RESULTS Overall, 2268 and 1674 patients were exposed to GI prokinetics during the risk and control periods, respectively. The use of GI prokinetics significantly increased the occurrence of parkinsonism (aOR = 2.31; 95% Confidence Interval [CI], 2.06-2.59). The use of GI prokinetics was associated with a higher occurrence of parkinsonism in elderly patients (≥65 years old; aOR = 2.69; 95% CI, 2.30-3.14) than in younger patients (aOR = 1.90; 95% CI, 1.59-2.27). CONCLUSIONS The use of GI prokinetics was significantly associated with higher occurrences of parkinsonism, necessitating close consideration when using GI prokinetics.
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Affiliation(s)
- Eunji Kim
- Department of Pharmacy, Pusan National University Yangsan Hospital, Yangsan, Republic of Korea
- Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Yangsan, Republic of Korea
| | - Siin Kim
- College of Pharmacy, Kyung Hee University, Seoul, Republic of Korea
- Institute of Regulatory Innovation through Science (IRIS), Kyung Hee University, Seoul, Republic of Korea
| | - Hae Sun Suh
- College of Pharmacy, Kyung Hee University, Seoul, Republic of Korea
- Institute of Regulatory Innovation through Science (IRIS), Kyung Hee University, Seoul, Republic of Korea
- Department of Regulatory Science, Graduate School, Kyung Hee University, Seoul, Republic of Korea
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16
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Fowler King B, MacDonald J, Stoff L, Nettnin E, Jayaraman A, Goldman JG, Rafferty M. Activity Monitoring in Parkinson Disease: A Qualitative Study of Implementation Determinants. J Neurol Phys Ther 2023; 47:189-199. [PMID: 37306418 DOI: 10.1097/npt.0000000000000451] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
BACKGROUND AND PURPOSE There is interest in incorporating digital health technology in routine practice. We integrate multiple stakeholder perspectives to describe implementation determinants (barriers and facilitators) regarding digital health technology use to facilitate exercise behavior change for people with Parkinson disease in outpatient physical therapy. METHODS The purposeful sample included people with Parkinson disease (n = 13), outpatient physical therapists (n = 12), and advanced technology stakeholders including researchers and reimbursement specialists (n = 13). Semistructured interviews were used to elicit implementation determinants related to using digital health technology for activity monitoring and exercise behavior change. Deductive codes based on the Consolidated Framework for Implementation Research were used to describe implementation determinants. RESULTS Key implementation determinants were similar across stakeholder groups. Essential characteristics of digital health technology included design quality and packaging, adaptability, complexity, and cost. Implementation of digital health technology by physical therapists and people with Parkinson disease was influenced by their knowledge, attitudes, and varied confidence levels in using digital health technology. Inner setting organizational determinants included available resources and access to knowledge/information. Process determinants included device interoperability with medical record systems and workflow integration. Outer setting barriers included lack of external policies, regulations, and collaboration with device companies. DISCUSSION AND CONCLUSIONS Future implementation interventions should address key determinants, including required processes for how and when physical therapists instruct people with Parkinson disease on digital health technology, organizational readiness, workflow integration, and characteristics of physical therapists and people with Parkinson disease who may have ingrained beliefs regarding their ability and willingness to use digital health technology. Although site-specific barriers should be addressed, digital health technology knowledge translation tools tailored to individuals with varied confidence levels may be generalizable across clinics.Video Abstract available for more insights from the authors (see the Video, Supplemental Digital Content available at: http://links.lww.com/JNPT/A436 ).
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Affiliation(s)
- Bridget Fowler King
- Shirley Ryan AbilityLab, Chicago, Illinois (B.F.K., J.M., L.S., E.N., A.J., J.G.G., M.R.); and Departments of Physical Medicine and Rehabilitation (A.J., J.G.G., M.R.), Physical Therapy & Human Movement Sciences (A.J.), Medical Social Sciences (A.J.), Neurology (J.G.G), and Psychiatry and Behavioral Science (M.R.), Northwestern University Feinberg School of Medicine, Chicago, Illinois
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Papalia AG, Kingery MT, Romeo PV, Simcox T, Lin CC, Anil U, Zuckerman JD, Virk MS. Inpatient charges, complication, and revision rates for shoulder arthroplasty in Parkinson disease: a regional database study. J Shoulder Elbow Surg 2023; 32:2043-2050. [PMID: 37224916 DOI: 10.1016/j.jse.2023.04.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 03/27/2023] [Accepted: 04/04/2023] [Indexed: 05/26/2023]
Abstract
BACKGROUND Parkinson disease (PD) is an established risk factor for higher rates of complications and revision surgery following shoulder arthroplasty, yet the economic burden of PD remains to be elucidated. The purpose of this study is to compare rates of complication and revisions as well as inpatient charges for shoulder arthroplasty procedures between PD and non-PD patients using an all-payer statewide database. METHODS Patients undergoing primary shoulder arthroplasty from 2010 to 2020 were identified from the New York (NY) Statewide Planning and Research Cooperative System (SPARCS) database. Study groups were assigned based on concomitant diagnosis of PD at the time of index procedure. Baseline demographics, inpatient data, and medical comorbidities were collected. Primary outcomes measured were accommodation, ancillary, and total inpatient charges. Secondary outcomes included postoperative complication and reoperation rates. Logistic regression was performed to evaluate effect of PD on shoulder arthroplasty revision and complication rates. All statistical analysis was performed using R. RESULTS A total of 39,011 patients (429 PD vs. 38,582 non-PD) underwent 43,432 primary shoulder arthroplasties (477 PD vs. 42,955 non-PD) with mean follow-up duration of 2.9 ± 2.8 years. The PD cohort was older (72.3 ± 8.0 vs. 68.6 ± 10.4 years, P < .001), with greater male composition (50.8% vs. 43.0%, P = .001), and higher mean Elixhauser scores (1.0 ± 4.6 vs. 7.2 ± 4.3, P < .001). The PD cohort had significantly greater accommodation charges ($10,967 vs. $7,661, P < .001) and total inpatient charges ($62,000 vs. $56,000, P < .001). PD patients had significantly higher rates of revision surgery (7.7% vs. 4.2%, P = .002) and complications (14.1% vs. 10.5%, P = .040), as well as significantly higher incidences of readmission at 3 and 12 months postoperatively. After controlling for age and baseline comorbidities, PD patients had 1.64 times greater odds of reoperation compared to non-PD patients (95% CI 1.10, 2.37; P = .012) and a hazard ratio of 1.54 for reoperation when evaluating revision-free survival following primary shoulder arthroplasty (95% CI 1.07, 2.20; P = .019). CONCLUSIONS PD confers a longer length of stay, higher rates of postoperative complications and revisions, and greater inpatient charges in patients undergoing TSA. Knowledge of the associated risks and resource requirements of this population will aid surgeons in their decision making as they continue to provide care to a growing number of patients affected by PD.
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Affiliation(s)
- Aidan G Papalia
- Division of Shoulder and Elbow Surgery, Department of Orthopedic Surgery, NYU Grossman School of Medicine, NYU Langone Orthopedic Hospital, NYU Langone Health, New York, NY, USA
| | - Matthew T Kingery
- Division of Shoulder and Elbow Surgery, Department of Orthopedic Surgery, NYU Grossman School of Medicine, NYU Langone Orthopedic Hospital, NYU Langone Health, New York, NY, USA
| | - Paul V Romeo
- Division of Shoulder and Elbow Surgery, Department of Orthopedic Surgery, NYU Grossman School of Medicine, NYU Langone Orthopedic Hospital, NYU Langone Health, New York, NY, USA
| | - Trevor Simcox
- Division of Shoulder and Elbow Surgery, Department of Orthopedic Surgery, NYU Grossman School of Medicine, NYU Langone Orthopedic Hospital, NYU Langone Health, New York, NY, USA
| | - Charles C Lin
- Division of Shoulder and Elbow Surgery, Department of Orthopedic Surgery, NYU Grossman School of Medicine, NYU Langone Orthopedic Hospital, NYU Langone Health, New York, NY, USA
| | - Utkarsh Anil
- Division of Shoulder and Elbow Surgery, Department of Orthopedic Surgery, NYU Grossman School of Medicine, NYU Langone Orthopedic Hospital, NYU Langone Health, New York, NY, USA
| | - Joseph D Zuckerman
- Division of Shoulder and Elbow Surgery, Department of Orthopedic Surgery, NYU Grossman School of Medicine, NYU Langone Orthopedic Hospital, NYU Langone Health, New York, NY, USA
| | - Mandeep S Virk
- Division of Shoulder and Elbow Surgery, Department of Orthopedic Surgery, NYU Grossman School of Medicine, NYU Langone Orthopedic Hospital, NYU Langone Health, New York, NY, USA.
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Shurer J, Golden SLS, Mihas P, Browner N. More than medications: a patient-centered assessment of Parkinson's disease care needs during hospitalization. Front Aging Neurosci 2023; 15:1255428. [PMID: 37842122 PMCID: PMC10569176 DOI: 10.3389/fnagi.2023.1255428] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2023] [Accepted: 09/12/2023] [Indexed: 10/17/2023] Open
Abstract
Background Parkinson's disease (PD) increases the risk of hospitalization and complications while in the hospital. Patient-centered care emphasizes active participation of patients in decision-making and has been found to improve satisfaction with care. Engaging in discussion and capturing hospitalization experience of a person with PD (PwP) and their family care partner (CP) is a critical step toward the development of quality improvement initiatives tailored to the unique hospitalization needs of PD population. Objectives This qualitative study aimed to identify the challenges and opportunities for PD patient-centered care in hospital setting. Methods Focus groups were held with PwPs and CPs to capture first-hand perspectives and generate consensus themes on PD care during hospitalization. A semi-structured guide for focus group discussions included questions about inpatient experiences and interactions with the health system and the clinical team. The data were analyzed using inductive thematic analysis. Results A total of 12 PwPs and 13 CPs participated in seven focus groups. Participants were 52% female and 28% non-white; 84% discussed unplanned hospitalizations. This paper focuses on two specific categories that emerged from the data analysis. The first category explored the impact of PD diagnosis on the hospital experience, specifically during planned and unplanned hospitalizations. The second category delves into the unique needs of PwPs and CPs during hospitalization, which included the importance of proper PD medication management, the need for improved hospital ambulation protocols, and the creation of disability informed hospital environment specific for PD. Conclusion PD diagnosis impacts the care experience, regardless of the reason for hospitalization. While provision of PD medications was a challenge during hospitalization, participants also desired flexibility in ambulation protocols and an environment that accommodated their disability. These findings highlight the importance of integrating the perspectives of PwPs and CPs when targeting patient-centered interventions to improve hospital experiences and outcomes.
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Affiliation(s)
| | | | - Paul Mihas
- Odum Institute for Research in Social Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Nina Browner
- Department of Neurology, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
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19
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Kwok JYY, Auyeung M, Pang SYY, Ho PWL, Yu DSF, Fong DYT, Lin CC, Walker R, Wong SYS, Ho RTH. A randomized controlled trial on the effects and acceptability of individual mindfulness techniques - meditation and yoga - on anxiety and depression in people with Parkinson's disease: a study protocol. BMC Complement Med Ther 2023; 23:241. [PMID: 37461018 PMCID: PMC10351114 DOI: 10.1186/s12906-023-04049-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Accepted: 06/21/2023] [Indexed: 07/20/2023] Open
Abstract
BACKGROUND Between 40 and 50% of patients with Parkinson's disease (PD) experience anxiety and depression, associated with impaired physical function, high care dependency and mortality. Recently, the United States National Institutes of Health has urged the implementation of mindfulness practices in chronic illness care. Most research to date has examined the effects on chronically ill patients of complex interventions using a combination of mindfulness techniques. In PD patients, however, such complex modalities appear to hinder the technique mastery. Hence, the aim of this trial is to investigate the effects and underlying mechanism of individual mindfulness techniques among PD patients, as well as exploring participants' experience in using individual mindfulness techniques as a lifestyle intervention for stress and symptom management. METHODS We will conduct an assessor-blind three-arm randomized waitlist-controlled trial with a descriptive qualitative evaluation. Up to 168 PD patients will be recruited from community settings and out-patient clinics, and randomized to meditation, yoga, or usual care group. Meditation and yoga sessions of 90-minute are held weekly for 8 weeks. Primary outcomes include anxiety and depression. Secondary outcomes include PD-related motor and non-motor symptoms and quality-of-life; and level of mindfulness and biomarkers of stress and inflammatory responses will be measured as mediating variables. All outcome evaluations will be assessed at baseline, 8 weeks, and 24 weeks. Following the intention-to-treat principle, generalized estimating equation models and path analysis will be used to identify the treatment effects and the mediating mechanisms. A subsample of 30 participants from each intervention group will be invited for qualitative interviews. DISCUSSION The study would also generate important insights to enhance the patients' adaptation to debilitating disease. More specifically, symptom management and stress adaptation are highly prioritized healthcare agenda in managing PD. The research evidence will further inform the development of community-based, nurse-led compassionate care models for neurodegenerative conditions, which is complementary to existing health services. TRIAL REGISTRATION WHO Primary Registry - Chinese Clinical Trials Registry number: ChiCTR2100045939; registered on 2021/04/29 ( https://www.chictr.org.cn/showproj.html?proj=125878 ).
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Affiliation(s)
- Jojo Yan Yan Kwok
- School of Nursing, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Pokfulam, Hong Kong SAR
| | - Man Auyeung
- Department of Medicine, Pamela Youde Nethersole Eastern Hospital, Chai Wan, Hong Kong SAR
| | | | - Philip Wing Lok Ho
- Division of Neurology, Department of Medicine, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Pokfulam, Hong Kong SAR
- Department of Rehabilitation Sciences, The Hong Kong Polytechnic University, Hung Hom, Hong Kong SAR
- The State Key Laboratory of Marine Pollution, City University of Hong Kong, Kowloon Tong, Hong Kong SAR
| | - Doris Sau Fung Yu
- School of Nursing, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Pokfulam, Hong Kong SAR
| | - Daniel Yee Tak Fong
- School of Nursing, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Pokfulam, Hong Kong SAR
| | - Chia-chin Lin
- School of Nursing, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Pokfulam, Hong Kong SAR
| | - Richard Walker
- Northumbria Healthcare NHS Foundation Trust, North Tyneside General Hospital, Newcastle, UK
- Population Health Sciences Institute, Newcastle University, Newcastle, UK
| | - Samuel Yeung-shan Wong
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, Hong Kong SAR
- CUHK Thomas Jing Centre for Mindfulness Research and Training, The Chinese University of Hong Kong, Shatin, Hong Kong SAR
| | - Rainbow Tin Hung Ho
- Centre on Behavioral Health, The University of Hong Kong, Pokfulam, Hong Kong SAR
- Department of Social Work & Social Administration, The University of Hong Kong, Pokfulam, Hong Kong SAR
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20
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Conti Mazza MM, Centner A, Werner DF, Bishop C. Striatal serotonin transporter gain-of-function in L-DOPA-treated, hemi-parkinsonian rats. Brain Res 2023; 1811:148381. [PMID: 37127174 PMCID: PMC10562932 DOI: 10.1016/j.brainres.2023.148381] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Revised: 04/24/2023] [Accepted: 04/26/2023] [Indexed: 05/03/2023]
Abstract
L-DOPA is the standard treatment for Parkinson's disease (PD), but chronic treatment typically leads to L-DOPA-induced dyskinesia (LID). LID involves a complex interaction between the remaining dopamine (DA) system and the semi-homologous serotonin (5-HT) system. Since serotonin transporters (SERT) have some affinity for DA uptake, they may serve as a functional compensatory mechanism when DA transporters (DAT) are scant. DAT and SERT's functional contributions in the dyskinetic brain have not been well delineated. The current investigation sought to determine how DA depletion and L-DOPA treatment affect DAT and SERT transcriptional processes, translational processes, and functional DA uptake in the 6-hydroxydopamine-lesioned hemi-parkinsonian rat. Rats were counterbalanced for motor impairment into equally lesioned treatment groups then given daily L-DOPA (0 or 6 mg/kg) for 2 weeks. At the end of treatment, the substantia nigra was processed for tyrosine hydroxylase (TH) and DAT gene expression and dorsal raphe was processed for SERT gene expression. The striatum was processed for synaptosomal DAT and SERT protein expression and ex vivo DA uptake. Nigrostriatal DA loss severely reduced DAT mRNA and protein expression in the striatum with minimal changes in SERT. L-DOPA treatment, while not significantly affecting DAT or SERT alone, did increase striatal SERT:DAT protein ratios. Using ex vivo microdialysis, L-DOPA treatment increased DA uptake via SERT when DAT was depleted. Overall, these results suggest that DA loss and L-DOPA treatment uniquely alter DAT and SERT, revealing implications for monoamine transporters as potential biomarkers and therapeutic targets in the hemi-parkinsonian model and dyskinetic PD patients.
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Affiliation(s)
- Melissa M Conti Mazza
- Behavioral Neuroscience Program, Department of Psychology, Binghamton University, 4400 Vestal Parkway East, Binghamton, NY 13902-6000, USA
| | - Ashley Centner
- Behavioral Neuroscience Program, Department of Psychology, Binghamton University, 4400 Vestal Parkway East, Binghamton, NY 13902-6000, USA
| | - David F Werner
- Behavioral Neuroscience Program, Department of Psychology, Binghamton University, 4400 Vestal Parkway East, Binghamton, NY 13902-6000, USA
| | - Christopher Bishop
- Behavioral Neuroscience Program, Department of Psychology, Binghamton University, 4400 Vestal Parkway East, Binghamton, NY 13902-6000, USA.
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21
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Pearson C, Hartzman A, Munevar D, Feeney M, Dolhun R, Todaro V, Rosenfeld S, Willis A, Beck JC. Care access and utilization among medicare beneficiaries living with Parkinson's disease. NPJ Parkinsons Dis 2023; 9:108. [PMID: 37429849 DOI: 10.1038/s41531-023-00523-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Accepted: 05/15/2023] [Indexed: 07/12/2023] Open
Abstract
An estimated 90% of people living with Parkinson's disease (PD) in the US are covered by Medicare health insurance. How these beneficiaries use and engage the health care system is important to understand in the face of a rapidly growing PD population. Here, we analyzed health care utilization patterns of those with a PD diagnosis enrolled in Medicare in 2019. By our estimates, PD beneficiaries number 685,116 or 1.2% of the total Medicare population. Compared to the overall Medicare population, 56.3% are male (vs 45.6%), 77.9% over age 70 (vs 57.1%), 14.7% people of color (vs 20.7%), and 16.0% are rural residents (vs 17.5%). Our analysis identified significant disparities in care. Surprisingly, 40% of PD beneficiaries (n = 274,046) did not see a neurologist at all during the calendar year and only 9.1% visited a movement disorder specialist (MDS). Few Medicare beneficiaries diagnosed with PD use recommended services such as physical, occupational, or speech therapy. People of color and rural residents were least likely to access a neurologist or therapy services. Despite 52.9% of beneficiaries being diagnosed with depression, only 1.8% had a clinical psychology visit. Our findings emphasize the need for further research on population-specific barriers to accessing PD-related health care.
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Affiliation(s)
- Caroline Pearson
- NORC at the University of Chicago, Illinois, 60603, USA.
- Peterson Center on Healthcare, New York, NY, 10022, USA.
| | - Alex Hartzman
- NORC at the University of Chicago, Illinois, 60603, USA
| | | | - Megan Feeney
- Parkinson's Foundation, New York, NY, 10022, USA
- California State University, Stanislaus, Turlock, CA, 95382, USA
| | | | - Veronica Todaro
- Parkinson's Foundation, New York, NY, 10022, USA
- VOZ Advisors, New York, NY, 10001, USA
| | | | - Allison Willis
- University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, 19104, USA
| | - James C Beck
- Parkinson's Foundation, New York, NY, 10022, USA
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22
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Tharwat EK, Abdelaty AO, Abdelrahman AI, Elsaeed H, Elgohary A, El-Feky AS, Ebrahim YM, Sakraan A, Ismail HA, Khadrawy YA, Aboul Ezz HS, Noor NA, Fahmy HM, Mohammed HS, Mohammed FF, Radwan NM, Ahmed NA. Evaluation of the therapeutic potential of cerebrolysin and/or lithium in the male Wistar rat model of Parkinson's disease induced by reserpine. Metab Brain Dis 2023; 38:1513-1529. [PMID: 36847968 PMCID: PMC10185619 DOI: 10.1007/s11011-023-01189-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Accepted: 02/13/2023] [Indexed: 03/01/2023]
Abstract
Parkinson's disease (PD) is the second most prevalent neurodegenerative disease worldwide and represents a challenge for clinicians. The present study aims to investigate the effects of cerebrolysin and/or lithium on the behavioral, neurochemical and histopathological alterations induced by reserpine as a model of PD. The rats were divided into control and reserpine-induced PD model groups. The model animals were further divided into four subgroups: rat PD model, rat PD model treated with cerebrolysin, rat PD model treated with lithium and rat PD model treated with a combination of cerebrolysin and lithium. Treatment with cerebrolysin and/or lithium ameliorated most of the alterations in oxidative stress parameters, acetylcholinesterase and monoamines in the striatum and midbrain of reserpine-induced PD model. It also ameliorated the changes in nuclear factor-kappa and improved the histopathological picture induced by reserpine. It could be suggested that cerebrolysin and/or lithium showed promising therapeutic potential against the variations induced in the reserpine model of PD. However, the ameliorating effects of lithium on the neurochemical, histopathological and behavioral alterations induced by reserpine were more prominent than those of cerebrolysin alone or combined with lithium. It can be concluded that the antioxidant and anti-inflammatory effects of both drugs played a significant role in their therapeutic potency.
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Affiliation(s)
- Engy K Tharwat
- Biotechnology Department, Faculty of Science, Cairo University, Cairo, Egypt
| | - Ahmed O Abdelaty
- Zoology Department, Faculty of Science, Cairo University, Cairo, Egypt
| | | | | | - Ayatallah Elgohary
- School of Biotechnology, Badr University in Cairo, Badr City, Cairo, Egypt
| | - Amena S El-Feky
- School of Biotechnology, Badr University in Cairo, Badr City, Cairo, Egypt
| | - Yasmina M Ebrahim
- Department of Pharmacology and Toxicology, Faculty of Pharmacy, Cairo University, Cairo, Egypt
| | - Alaa Sakraan
- Zoology Department, Faculty of Science, Cairo University, Cairo, Egypt
| | - Hossam A Ismail
- Biophysics Department, Faculty of Science, Tanta University, Tanta, Egypt
| | - Yasser A Khadrawy
- Medical Physiology Department, Medical Division, National Research Center, Dokki, Egypt
| | - Heba S Aboul Ezz
- Zoology Department, Faculty of Science, Cairo University, Cairo, Egypt
| | - Neveen A Noor
- Zoology Department, Faculty of Science, Cairo University, Cairo, Egypt.
- Department of Zoology, Faculty of Science, Cairo University, Giza, Egypt.
| | - Heba M Fahmy
- Biophysics Department, Faculty of Science, Cairo University, Cairo, Egypt
| | - Haitham S Mohammed
- Biophysics Department, Faculty of Science, Cairo University, Cairo, Egypt
| | | | - Nasr M Radwan
- Zoology Department, Faculty of Science, Cairo University, Cairo, Egypt
| | - Nawal A Ahmed
- Zoology Department, Faculty of Science, Cairo University, Cairo, Egypt
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23
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Huang M, Zheng B, Zhou W, Fu H, Chen X, Wu H, Zhang J, Zhou X. High-Frequency Repetitive Magnetic Stimulation at the Sacrum Alleviates Chronic Constipation in Parkinson's Patients. Ann Indian Acad Neurol 2023; 26:235-240. [PMID: 37538410 PMCID: PMC10394460 DOI: 10.4103/aian.aian_1001_22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Revised: 01/22/2023] [Accepted: 02/16/2023] [Indexed: 08/05/2023] Open
Abstract
Objective This study was to investigate the therapeutic effect of high-frequency repetitive magnetic stimulation (HF-rMS) at the sacrum for chronic constipation in Parkinson's patients (PD). Materials and Methods Eventually 48 PD patients were enrolled from July 2019 to October 2020, and randomly divided into the HF-rMS group (the intervention group, n = 24) and the sham HF-rMS group (the control group, n = 24). The intervention group received HF-rMS at the sacrum, whereas the control group received ineffective magnetic stimulation. We performed clinical evaluation before and after HF-rMS treatment, including constipation score scale (KESS questionnaire), Unified Parkinson's Disease Rating Scale (UPDRS-III exercise examination), Hoehn-Yahr (H-Y) stage of motor function; simple mental status scale (MMSE), anxiety/depression table (HAD-A/HAD-D), the activity of daily living (ADL), and quality of life scale for patients with constipation (PAC-QOL) to evaluate symptoms and satisfaction of PD patients with chronic constipation. Results There was no significant difference in the clinical characteristics between the two groups. As compared to the control group, the HF-rMS group displayed a larger change (pre and posttreatment) in the KESS scores of PD patients with chronic constipation, suggesting a significant improvement. Moreover, HF-rMS significantly promoted the mood, activity of daily living, and quality of life of PD patients when comparing the alteration of HAD-A/HAD-D scores, ADL scores, and PAC-QOL scores between the two groups. Finally, there was no significant difference in the change of the UPDRS III score and the MMSE score between the two groups. Conclusion HF-rMS at the sacrum can improve chronic constipation in PD patients.
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Affiliation(s)
- Mei Huang
- Department of Neurology, Nursing Unit, Integrated Hospital of Traditional Chinese Medicine, Southern Medical University, Guangzhou, Guangdong, China
| | - Bofang Zheng
- Department of Neurology, Nursing Unit, Integrated Hospital of Traditional Chinese Medicine, Southern Medical University, Guangzhou, Guangdong, China
- Special Medical Service Center, Neuroscience Center, Integrated Hospital of Traditional Chinese Medicine, Southern Medical University, Guangzhou, Guangdong, China
| | - Wanfei Zhou
- Special Medical Service Center, Neuroscience Center, Integrated Hospital of Traditional Chinese Medicine, Southern Medical University, Guangzhou, Guangdong, China
| | - Huaili Fu
- Special Medical Service Center, Neuroscience Center, Integrated Hospital of Traditional Chinese Medicine, Southern Medical University, Guangzhou, Guangdong, China
| | - Xinrun Chen
- Department of Clinical Medicine, The First Clinical College of Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Heyong Wu
- Special Medical Service Center, Neuroscience Center, Integrated Hospital of Traditional Chinese Medicine, Southern Medical University, Guangzhou, Guangdong, China
| | - Jianguo Zhang
- Special Medical Service Center, Neuroscience Center, Integrated Hospital of Traditional Chinese Medicine, Southern Medical University, Guangzhou, Guangdong, China
| | - Xianju Zhou
- Department of Neurology, Nursing Unit, Integrated Hospital of Traditional Chinese Medicine, Southern Medical University, Guangzhou, Guangdong, China
- Special Medical Service Center, Neuroscience Center, Integrated Hospital of Traditional Chinese Medicine, Southern Medical University, Guangzhou, Guangdong, China
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24
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Rodríguez-Santana I, Mestre T, Squitieri F, Willock R, Arnesen A, Clarke A, D'Alessio B, Fisher A, Fuller R, Hamilton JL, Hubberstey H, Stanley C, Vetter L, Winkelmann M, Doherty M, Wu Y, Finnegan A, Frank S. Economic burden of Huntington disease in Europe and the USA: Results from the Huntington's Disease Burden of Illness study. Eur J Neurol 2023; 30:1109-1117. [PMID: 36421029 DOI: 10.1111/ene.15645] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Revised: 11/18/2022] [Accepted: 11/21/2022] [Indexed: 11/25/2022]
Abstract
BACKGROUND AND PURPOSE The prevalence of Huntington disease (HD) has increased over time; however, there is a lack of up-to-date evidence documenting the economic burden of HD by disease stage. This study provides an estimate of the annual direct medical, nonmedical, and indirect costs associated with HD from participants in the Huntington's Disease Burden of Illness (HDBOI) study in five European countries and the USA. METHODS The HDBOI is a retrospective, cross-sectional study. Data collection was conducted between September 2020 and May 2021. Participants were recruited by their HD-treating physicians and categorized as early stage (ES), mid stage (MS), or advanced stage (AS) HD. Data were collected via three questionnaires: a case report form, completed by physicians who collected health care resource use associated with HD to compute direct medical cost, and optional patient and caregiver questionnaires, which included information used to compute nondirect medical and indirect costs. Country-specific unit cost sources were used. RESULTS HDBOI cost estimates were €12,663 (n = 2094) for direct medical costs, €2984 (n = 359) for nondirect medical costs, and €47,576 (n = 436) for indirect costs. Costs are higher in patients who are at later stages of disease; for example, direct medical costs estimates were €9220 (n = 846), €11,885 (n = 701), and €18,985 (n = 547) for ES, MS, and AS, respectively. Similar trends were observed for nondirect and indirect costs. Costs show large variations between patients and countries. CONCLUSIONS Cost estimates from the HDBOI study show that people with HD and their caregivers bear a large economic burden that increases as disease progresses.
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Affiliation(s)
| | - Tiago Mestre
- Ottawa Hospital Research Institute, Ontario, Ottawa, Canada
| | - Ferdinando Squitieri
- Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Casa Sollievo della Sofferenza Research Hospital, San Giovanni Rotondo, Italy
| | | | - Astri Arnesen
- European Huntington Association, Kristiansand, Norway
| | - Alison Clarke
- Manchester Centre for Genomic Medicine, Manchester, UK
| | | | - Alex Fisher
- Birmingham and Solihull Mental Health Foundation Trust, Birmingham, UK
| | - Rebecca Fuller
- CHDI Management/CHDI Foundation, New York, New York, USA
| | | | | | | | - Louise Vetter
- Huntington's Disease Society of America, New York, New York, USA
| | | | | | | | - Alan Finnegan
- The Faculty of Health and Social Care, University of Chester, Cheshire, UK
| | - Samuel Frank
- Harvard Medical School/Beth Israel Deaconess Medical Center, Massachusetts, Boston, USA
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25
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Zhang Q, Lin Z, He Y, Jiang J, Hu D. Mendelian Randomization Analysis Reveals No Causal Relationship Between Plasma α-Synuclein and Parkinson's Disease. Mol Neurobiol 2023; 60:2268-2276. [PMID: 36640248 DOI: 10.1007/s12035-023-03206-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Accepted: 12/29/2022] [Indexed: 01/15/2023]
Abstract
So far, the studies exploring plasma α-synuclein as a biomarker of Parkinson's disease (PD) have provided contradictory results. Here, we first employed the Mendelian randomization (MR) approach to elucidate their potential causal relationship. Five genetic instrumental variables of plasma α-synuclein were acquired from two publicly available datasets. Three independent genome-wide association studies of PD were used as outcome cohorts (PD cohorts 1, 2, and 3). Two-sample MR analyses were conducted using inverse-variance weighted (IVW), MR-Egger, weighted median, simple mode, and leave-one-out methods. Though the IVW approach demonstrated positive plasma α-synuclein effect on the PD risk in three outcome cohorts (OR = 1.134, 1.164, and 1.189, respectively), the P values were all larger than 0.05. The conclusions were robust under complementary sensitivity analyses. Our results did not support the causal relationship between plasma α-synuclein and PD.
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Affiliation(s)
- Qi Zhang
- The Department of Neurology, The Affiliated Taizhou People's Hospital of Nanjing Medical University, Taizhou School of Clinical Medicine, Nanjing Medical University, Taizhou, 225300, Jiangsu, China
| | - Zenan Lin
- Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200080, China
| | - Yan He
- The Molecular Neuropharmacology Laboratory and the Eye-Brain Research Center, The State Key Laboratory of Ophthalmology, Optometry and Vision Science, Wenzhou Medical University, Wenzhou, 325027, Zhejiang, China
| | - Junhong Jiang
- Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200080, China.
| | - Di Hu
- Children's Hospital of Fudan University, No.399 Wanyuan Road, Shanghai, 201102, China.
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26
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Elliott JE, Lim MM, Keil AT, Postuma RB, Pelletier A, Gagnon J, St. Louis EK, Forsberg LK, Fields JA, Huddleston DE, Bliwise DL, Avidan AY, Howell MJ, Schenck CH, McLeland J, Criswell SR, Videnovic A, During EH, Miglis MG, Shprecher DR, Lee‐Iannotti JK, Boeve BF, Ju YS. Baseline characteristics of the North American prodromal Synucleinopathy cohort. Ann Clin Transl Neurol 2023; 10:520-535. [PMID: 36751940 PMCID: PMC10109527 DOI: 10.1002/acn3.51738] [Citation(s) in RCA: 23] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 01/10/2023] [Accepted: 01/14/2023] [Indexed: 02/09/2023] Open
Abstract
OBJECTIVE Rapid eye movement (REM) sleep behavior disorder (RBD) is widely considered a prodromal synucleinopathy, as most with RBD develop overt synucleinopathy within ~10 years. Accordingly, RBD offers an opportunity to test potential treatments at the earliest stages of synucleinopathy. The North American Prodromal Synucleinopathy (NAPS) Consortium has created a multisite RBD participant, primarily clinic-based cohort to better understand characteristics at diagnosis, and in future work, identify predictors of phenoconversion, develop synucleinopathy biomarkers, and enable early stage clinical trial enrollment. METHODS Participants ≥18 years of age with overnight polysomnogram-confirmed RBD without Parkinson's disease, dementia, multiple system atrophy, or narcolepsy were enrolled from nine sites across North America (8/2018 to 4/2021). Data collection included family/personal history of RBD and standardized assessments of cognitive, motor, sensory, and autonomic function. RESULTS Outcomes are primarily reported based on sex (361 total: n = 295 male, n = 66 female), and secondarily based on history of antidepressant use (n = 200 with, n = 154 without; with correction for sex differences) and based on extent of synucleinopathy burden (n = 56 defined as isolated RBD, n = 305 defined as RBD+ [i.e., exhibiting ≥1 abnormality]). Overall, these participants commonly demonstrated abnormalities in global cognition (MoCA; 38%), motor function (alternate tap test; 48%), sensory (BSIT; 57%), autonomic function (orthostatic hypotension, 38.8%), and anxiety/depression (BAI and PHQ-9; 39.3% and 31%, respectively). INTERPRETATION These RBD participants, assessed with extensive history, demographic, cognitive, motor, sensory, and autonomic function demonstrated a lack of sex differences and high frequency of concomitant neurological abnormalities. These participants will be valuable for future longitudinal study and neuroprotective clinical trials.
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Affiliation(s)
- Jonathan E. Elliott
- VA Portland Health Care SystemResearch ServicePortlandOregonUSA
- Oregon Health & Science UniversityNeurology, PortlandOregonUSA
| | - Miranda M. Lim
- Oregon Health & Science UniversityNeurology, PortlandOregonUSA
- Behavioral NeuroscienceOregon Health & Science UniversityPortlandOregonUSA
- Department of Pulmonary and Critical Care MedicineOregon Health & Science UniversityPortlandOregonUSA
- Oregon Institute of Occupational Health SciencesOregon Health & Science UniversityPortlandOregonUSA
- NeurologyVA Portland Health Care SystemPortlandOregonUSA
- Mental Illness Research Education and Clinical CenterVA Portland Health Care SystemPortlandOregonUSA
- National Center for Rehabilitative Auditory ResearchVA Portland Health Care SystemPortlandOregonUSA
| | - Allison T. Keil
- VA Portland Health Care SystemResearch ServicePortlandOregonUSA
| | - Ronald B. Postuma
- Montreal Neurological InstituteMcGill UniversityMontrealQuébecCanada
- PsychologyUniversité du Québec à MontréalMontrealQuébecCanada
| | - Amelie Pelletier
- Hôpital du Sacré‐Coeur de MontréalCenter for Advanced Research in Sleep MedicineMontrealQuébecCanada
| | - Jean‐François Gagnon
- PsychologyUniversité du Québec à MontréalMontrealQuébecCanada
- Hôpital du Sacré‐Coeur de MontréalCenter for Advanced Research in Sleep MedicineMontrealQuébecCanada
| | | | | | | | | | | | - Alon Y. Avidan
- Neurology, Sleep Disorders CenterUniversity of California Los AngelesLos AngelesCaliforniaUSA
| | - Michael J. Howell
- NeurologyUniversity of Minnesota Medical CenterMinneapolisMinnesotaUSA
- Hennepin County Medical Center, Minnesota Regional Sleep Disorders CenterMinneapolisMinnesotaUSA
| | - Carlos H. Schenck
- NeurologyUniversity of Minnesota Medical CenterMinneapolisMinnesotaUSA
| | | | | | - Aleksandar Videnovic
- Movement Disorders Unit, Division of Sleep MedicineMassachusetts General HospitalBostonMassachusettsUSA
- Harvard Medical SchoolNeurological Clinical Research InstituteBostonMassachusettsUSA
| | - Emmanuel H. During
- Psychiatry and Behavioral SciencesStanford UniversityRedwood CityCaliforniaUSA
- Neurology & Neurological SciencesStanford UniversityPalo AltoCaliforniaUSA
| | - Mitchell G. Miglis
- Psychiatry and Behavioral SciencesStanford UniversityRedwood CityCaliforniaUSA
- Neurology & Neurological SciencesStanford UniversityPalo AltoCaliforniaUSA
| | | | | | | | - Yo‐El S. Ju
- Washington University School of MedicineSt. LouisMissouriUSA
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27
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Yu X, Liu MM, Zheng CY, Liu YT, Wang Z, Wang ZY. Telomerase reverse transcriptase and neurodegenerative diseases. Front Immunol 2023; 14:1165632. [PMID: 37063844 PMCID: PMC10091515 DOI: 10.3389/fimmu.2023.1165632] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Accepted: 03/15/2023] [Indexed: 03/31/2023] Open
Abstract
Neurodegenerative diseases (NDs) are chronic conditions that result in progressive damage to the nervous system, including Alzheimer’s disease (AD), Parkinson’s disease (PD), Huntington’s disease (HD), and Amyotrophic lateral sclerosis (ALS). Age is a major risk factor for NDs. Telomere shortening is a biological marker of cellular aging, and telomerase reverse transcriptase (TERT) has been shown to slow down this process by maintaining telomere length. The blood-brain barrier (BBB) makes the brain a unique immune organ, and while the number of T cells present in the central nervous system is limited, they play an important role in NDs. Research suggests that NDs can be influenced by modulating peripheral T cell immune responses, and that TERT may play a significant role in T cell senescence and NDs. This review focuses on the current state of research on TERT in NDs and explores the potential connections between TERT, T cells, and NDs. Further studies on aging and telomeres may provide valuable insights for developing therapeutic strategies for age-related diseases.
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28
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Flores-Torres MH, Christine CW, Bjornevik K, Molsberry SA, Hung AY, Healy BC, Blacker D, Schwarzschild MA, Ascherio A. Long-Term Intake of Folate, Vitamin B6, and Vitamin B12 and the Incidence of Parkinson's Disease in a Sample of U.S. Women and Men. Mov Disord 2023. [PMID: 36938854 DOI: 10.1002/mds.29383] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Revised: 02/26/2023] [Accepted: 03/01/2023] [Indexed: 03/21/2023] Open
Abstract
BACKGROUND Folate and vitamins B6 and B12 have been proposed as protective against the development of Parkinson's disease (PD). Two prior longitudinal studies were inconclusive. OBJECTIVE The aim was to examine the association of long-term intake of folate, vitamin B6, and vitamin B12 with the incidence of PD. METHODS The study population comprised 80,965 women (Nurses' Health Study, 1984-2016) and 48,837 men (Health Professionals Follow-up Study, 1986-2016) followed prospectively for the development of PD. Intake of B vitamins was measured at baseline and every 4 years thereafter using food frequency questionnaires. We estimated the hazard ratio (HR) and 95% confidence interval (CI) of PD based on quintiles of cumulative average intake adjusting for potential confounders. Secondary analyses considered different lagged exposure periods as well as baseline and recent intakes. RESULTS In separate analyses of cumulative average intake, total folate, B6, and B12 were not associated with the risk of PD. Results from 8-, 12-, and 16-year lag analyses were consistent with these findings. Results for baseline intake of folate and B6 also pointed toward a null association. In contrast, a lower PD risk was observed among individuals with higher baseline total intake of B12 (pooled HR top vs. bottom quintile: 0.80; 95% CI: 0.67-0.95; P-trend = 0.01); results from 20-year lag analyses were consistent with this finding. CONCLUSIONS Our results do not support the hypothesis that a higher intake of folate or vitamin B6 would reduce PD risk in this population. Our results provide moderate support for a possible protective effect of vitamin B12 on the development of PD. © 2023 International Parkinson and Movement Disorder Society.
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Affiliation(s)
- Mario H Flores-Torres
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA.,Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Chadwick W Christine
- Department of Neurology, University of California San Francisco, San Francisco, California, USA
| | - Kjetil Bjornevik
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA.,Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Samantha A Molsberry
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Albert Y Hung
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Brian C Healy
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Deborah Blacker
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA.,Harvard Medical School, Boston, Massachusetts, USA.,Department of Psychiatry, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Michael A Schwarzschild
- Harvard Medical School, Boston, Massachusetts, USA.,Mass General Institute for Neurodegenerative Disease, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Alberto Ascherio
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA.,Harvard Medical School, Boston, Massachusetts, USA.,Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
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Arguello D, Rogers E, Denmark GH, Lena J, Goodro T, Anderson-Song Q, Cloutier G, Hillman CH, Kramer AF, Castaneda-Sceppa C, John D. Companion: A Pilot Randomized Clinical Trial to Test an Integrated Two-Way Communication and Near-Real-Time Sensing System for Detecting and Modifying Daily Inactivity among Adults >60 Years-Design and Protocol. SENSORS (BASEL, SWITZERLAND) 2023; 23:2221. [PMID: 36850822 PMCID: PMC9965440 DOI: 10.3390/s23042221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Revised: 01/31/2023] [Accepted: 02/10/2023] [Indexed: 05/14/2023]
Abstract
Supervised personal training is most effective in improving the health effects of exercise in older adults. Yet, low frequency (60 min, 1-3 sessions/week) of trainer contact limits influence on behavior change outside sessions. Strategies to extend the effect of trainer contact outside of supervision and that integrate meaningful and intelligent two-way communication to provide complex and interactive problem solving may motivate older adults to "move more and sit less" and sustain positive behaviors to further improve health. This paper describes the experimental protocol of a 16-week pilot RCT (N = 46) that tests the impact of supplementing supervised exercise (i.e., control) with a technology-based behavior-aware text-based virtual "Companion" that integrates a human-in-the-loop approach with wirelessly transmitted sensor-based activity measurement to deliver behavior change strategies using socially engaging, contextually salient, and tailored text message conversations in near-real-time. Primary outcomes are total-daily and patterns of habitual physical behaviors after 16 and 24 weeks. Exploratory analyses aim to understand Companion's longitudinal behavior effects, its user engagement and relationship to behavior, and changes in cardiometabolic and cognitive outcomes. Our findings may allow the development of a more scalable hybrid AI Companion to impact the ever-growing public health epidemic of sedentariness contributing to poor health outcomes, reduced quality of life, and early death.
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Affiliation(s)
- Diego Arguello
- Bouvé College of Health Sciences, Northeastern University, Boston, MA 02115, USA
| | - Ethan Rogers
- Bouvé College of Health Sciences, Northeastern University, Boston, MA 02115, USA
| | - Grant H. Denmark
- Philadelphia College of Osteopathic Medicine, Philadelphia, PA 19131, USA
| | - James Lena
- Manning College of Nursing and Health Sciences, University of Massachusetts Boston, Boston, MA 02125, USA
| | - Troy Goodro
- Manning College of Nursing and Health Sciences, University of Massachusetts Boston, Boston, MA 02125, USA
| | - Quinn Anderson-Song
- Bouvé College of Health Sciences, Northeastern University, Boston, MA 02115, USA
| | - Gregory Cloutier
- Bouvé College of Health Sciences, Northeastern University, Boston, MA 02115, USA
| | - Charles H. Hillman
- Bouvé College of Health Sciences, Northeastern University, Boston, MA 02115, USA
| | - Arthur F. Kramer
- College of Science, Northeastern University, Boston, MA 02115, USA
- Beckman Institute, University of Illinois, Urbana, IL 61801, USA
| | | | - Dinesh John
- Bouvé College of Health Sciences, Northeastern University, Boston, MA 02115, USA
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Potential Regulation of miRNA-29 and miRNA-9 by Estrogens in Neurodegenerative Disorders: An Insightful Perspective. Brain Sci 2023; 13:brainsci13020243. [PMID: 36831786 PMCID: PMC9954655 DOI: 10.3390/brainsci13020243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Revised: 11/17/2022] [Accepted: 11/18/2022] [Indexed: 02/04/2023] Open
Abstract
Finding a link between a hormone and microRNAs (miRNAs) is of great importance since it enables the adjustment of genetic composition or cellular functions without needing gene-level interventions. The dicer-mediated cleavage of precursor miRNAs is an interface link between miRNA and its regulators; any disruption in this process can affect neurogenesis. Besides, the hormonal regulation of miRNAs can occur at the molecular and cellular levels, both directly, through binding to the promoter elements of miRNAs, and indirectly, via regulation of the signaling effects of the post-transcriptional processing proteins. Estrogenic hormones have many roles in regulating miRNAs in the brain. This review discusses miRNAs, their detailed biogenesis, activities, and both the general and estrogen-dependent regulations. Additionally, we highlight the relationship between miR-29, miR-9, and estrogens in the nervous system. Such a relationship could be a possible etiological route for developing various neurodegenerative disorders.
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Trends and Sex Differences in Hospitalizations and Mortality in Parkinson's Disease in Spain (2010-2019): A Nationwide Population-Based Study. J Clin Med 2023; 12:jcm12030902. [PMID: 36769549 PMCID: PMC9918014 DOI: 10.3390/jcm12030902] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2022] [Revised: 12/28/2022] [Accepted: 01/17/2023] [Indexed: 01/25/2023] Open
Abstract
The incidence of hospitalizations of Parkinson´s disease (PD) in Spain suffered a steady rise from 1997 to 2012. However, data on the trends during the following decade (2010-2019) are lacking. Hospital admissions with a primary and secondary diagnosis of PD were selected using the Spanish National Hospital Discharge Database (SNHDD) for the period 2010-2019. The primary endpoint was the incidence of hospitalizations and in-hospital mortality, stratified in biannual periods. The incidence of PD hospitalizations increased progressively over time from 81.25 cases in 2010-2011 to 94.82 cases in 2018-2019 per 100,000 inhabitants. Male sex, age and comorbidity also increased progressively in PD inpatients. PD as a comorbid condition presented a higher increment (annual percentage of change, APC +1.71%, p < 0.05) than PD as the main reason of hospitalization (APC +1.26%, p < 0.05). In the multivariate regression model, factors associated with mortality were male sex (OR = 1.15, 95% CI 1.01-1.35), age (>80 years, OR = 12.76, 95% CI 3.96-29.64) and comorbidity (Charlson index ≥ 2, OR 1.77, 95% CI 1.69-1.85). Adjusted mortality by age, sex, comorbidity and diagnostic position remained stable. In conclusion, PD hospitalizations in Spain have increased, with a parallel increment in mean age, male sex and higher comorbidities. However, adjusted mortality remains unchanged. The burden of this disease may increase the complexity and costs of hospital care in the future.
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C/EBPβ Regulates TFAM Expression, Mitochondrial Function and Autophagy in Cellular Models of Parkinson's Disease. Int J Mol Sci 2023; 24:ijms24021459. [PMID: 36674978 PMCID: PMC9865173 DOI: 10.3390/ijms24021459] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 12/30/2022] [Accepted: 01/09/2023] [Indexed: 01/14/2023] Open
Abstract
Parkinson's disease (PD) is a neurodegenerative disorder that results from the degeneration of dopaminergic neurons in the substantia nigra pars compacta (SNpc). Since there are only symptomatic treatments available, new cellular and molecular targets involved in the onset and progression of this disease are needed to develop effective treatments. CCAAT/Enhancer Binding Protein β (C/EBPβ) transcription factor levels are altered in patients with a variety of neurodegenerative diseases, suggesting that it may be a good therapeutic target for the treatment of PD. A list of genes involved in PD that can be regulated by C/EBPβ was generated by the combination of genetic and in silico data, the mitochondrial transcription factor A (TFAM) being among them. In this paper, we observed that C/EBPβ overexpression increased TFAM promoter activity. However, downregulation of C/EBPβ in different PD/neuroinflammation cellular models produced an increase in TFAM levels, together with other mitochondrial markers. This led us to propose an accumulation of non-functional mitochondria possibly due to the alteration of their autophagic degradation in the absence of C/EBPβ. Then, we concluded that C/EBPβ is not only involved in harmful processes occurring in PD, such as inflammation, but is also implicated in mitochondrial function and autophagy in PD-like conditions.
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Galappaththi K, Jayathilaka R, Rajamanthri L, Jayawardhana T, Anuththara S, Nimnadi T, Karadanaarachchi R. Economy and elderly population, complementary or contradictory: A cross-continental wavelet coherence and cross-country Granger causality study. PLoS One 2023; 18:e0278716. [PMID: 36701291 PMCID: PMC9879505 DOI: 10.1371/journal.pone.0278716] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Accepted: 11/22/2022] [Indexed: 01/27/2023] Open
Abstract
The aim of this study is to explore the causal relationship between the economy and the elderly population globally as well as continent-wise. This research was designed as a continent-wide study to investigate the differences between several regions simultaneously. The economy was measured by the Gross Domestic Product (GDP) per capita growth rate while the population aged above 65 as a percentage of the total was considered the elderly population. A panel dataset published by the World Bank for a period of six decades from 1961 to 2020 covering 84 countries was used as data for the analysis. Wavelet coherence was the methodology used for the study since it was considered suitable to present causality as well as the causal direction between the two variables for different sections during the six decades. Thereafter, Granger causality was applied for a cross-country analysis to gain further insights on the causality of individual countries over the years. Findings of the study reveal that the causality and its direction have been changing over time for most continents. Negative correlations with the leading variable interchanging with time are evident for the majority of the regions. Nevertheless, results indicate that in a global perspective, elderly population predominantly leads the economic growth with a positive correlation. Research approach allows ascertaining the short-term and medium-term changes that occurred concerning the direction of the relationship throughout the stipulated period of the study, which could not be drawn by any previous study. Even though region-wise literature is available on this topic, global studies for decades have not been conducted yet.
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Affiliation(s)
- Kethaka Galappaththi
- Department of Information Management, SLIIT Business School, Sri Lanka Institute of Information Technology, Malabe, Sri Lanka
| | - Ruwan Jayathilaka
- Department of Information Management, SLIIT Business School, Sri Lanka Institute of Information Technology, Malabe, Sri Lanka
- * E-mail:
| | - Lochana Rajamanthri
- Department of Information Management, SLIIT Business School, Sri Lanka Institute of Information Technology, Malabe, Sri Lanka
| | | | - Sachini Anuththara
- SLIIT Business School, Sri Lanka Institute of Information Technology, Malabe, Sri Lanka
| | - Thamasha Nimnadi
- SLIIT Business School, Sri Lanka Institute of Information Technology, Malabe, Sri Lanka
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The Relationship between Visual-Evoked Potential and Optic Coherence Tomography and Clinical Findings in Parkinson Patients. PARKINSON'S DISEASE 2023; 2023:7739944. [PMID: 36873294 PMCID: PMC9981293 DOI: 10.1155/2023/7739944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Revised: 12/14/2022] [Accepted: 01/18/2023] [Indexed: 02/25/2023]
Abstract
Background In Parkinson's disease (PD), dopamine deficiency is present not only in the nigrostriatal pathway but also in the retinal and visual pathways. Optic coherence tomography (OCT) can be used as morphological evidence of visual influence from early nonmotor symptoms. The aim of this study was to investigate the relationship of OCT and visual evoked potentials (VEPs) of eyes with the severity of clinical findings and ocular findings in PD. Methods A group of 42 patients diagnosed with idiopathic PD and a control group of 29 people between the ages of 45-85 were included in our study. VEP was recorded in the patient and control groups. OCT measurement was made with the Optovue spectral-domain device. Foveal thickness and macular volume were measured in the foveal region and in the parafoveal and perifoveal regions in the temporal, superior, nasal, and inferior quadrants. RNFL (retinal nerve fiber layer) was measured in temporal, superior, nasal, and inferior quadrants. Ganglion cell complex (GCC) was evaluated in the superior and inferior quadrants. Using the UPDRS clinical scale, the relationship between measurements and the differences between the control group and the patient group were evaluated. Results Among the OCT values in our study, foveal, parafoveal, perifoveal thickness, macular volume, RNFL, and GCC measurements were performed for the right and left eyes, and no difference was found between the patient group and the control group. There was no difference in VEP amplitude and latency values between the patient and control groups. The relationships between UPDRS and modified Hoehn Yahr staging and OCT and VEP measurements in the patient revealed no correlation. Conclusions Studies on whether OCT measurements can functionally be a marker or which segments are more valuable for disease progression in patients with PD are needed. Visual dysfunction in PD cannot be attributed only to retinal pathology; however, the retina may provide monitoring of the status of dopaminergic neurodegeneration and axonal loss in PD.
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Hui BSM, Zhi LR, Retinasamy T, Arulsamy A, Law CSW, Shaikh MF, Yeong KY. The Role of Interferon-α in Neurodegenerative Diseases: A Systematic Review. J Alzheimers Dis 2023; 94:S45-S66. [PMID: 36776068 PMCID: PMC10473139 DOI: 10.3233/jad-221081] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/30/2022] [Indexed: 02/10/2023]
Abstract
BACKGROUND Neurodegenerative diseases (NDs) impose significant financial and healthcare burden on populations all over the world. The prevalence and incidence of NDs have been observed to increase dramatically with age. Hence, the number of reported cases is projected to increase in the future, as life spans continues to rise. Despite this, there is limited effective treatment against most NDs. Interferons (IFNs), a family of cytokines, have been suggested as a promising therapeutic target for NDs, particularly IFN-α, which governs various pathological pathways in different NDs. OBJECTIVE This systematic review aimed to critically appraise the currently available literature on the pathological role of IFN-α in neurodegeneration/NDs. METHODS Three databases, Scopus, PubMed, and Ovid Medline, were utilized for the literature search. RESULTS A total of 77 journal articles were selected for critical evaluation, based on the inclusion and exclusion criteria. The studies selected and elucidated in this current systematic review have showed that IFN-α may play a deleterious role in neurodegenerative diseases through its strong association with the inflammatory processes resulting in mainly neurocognitive impairments. IFN-α may be displaying its neurotoxic function via various mechanisms such as abnormal calcium mineralization, activation of STAT1-dependent mechanisms, and increased quinolinic acid production. CONCLUSION The exact role IFN-α in these neurodegenerative diseases have yet to be determine due to a lack in more recent evidence, thereby creating a variability in the role of IFN-α. Future investigations should thus be conducted, so that the role played by IFN-α in neurodegenerative diseases could be delineated.
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Affiliation(s)
- Brendan Su Mee Hui
- Clinical School Johor Bahru, Jeffrey Cheah School of Medicine and Health Sciences, Monash University Malaysia, Johor Baru, Johor, Malaysia
| | - Lee Rui Zhi
- Clinical School Johor Bahru, Jeffrey Cheah School of Medicine and Health Sciences, Monash University Malaysia, Johor Baru, Johor, Malaysia
| | - Thaarvena Retinasamy
- Neuropharmacology Research Laboratory, Jeffrey Cheah School of Medicine and Health Sciences, Monash University Malaysia, Bandar Sunway, Selangor, Malaysia
| | - Alina Arulsamy
- Neuropharmacology Research Laboratory, Jeffrey Cheah School of Medicine and Health Sciences, Monash University Malaysia, Bandar Sunway, Selangor, Malaysia
| | | | - Mohd. Farooq Shaikh
- Neuropharmacology Research Laboratory, Jeffrey Cheah School of Medicine and Health Sciences, Monash University Malaysia, Bandar Sunway, Selangor, Malaysia
- School of Dentistry and Medical Sciences, Charles Sturt University, Orange, NSW, Australia
- Department of Neuroscience, Central Clinical School, Monash University, The Alfred Hospital, Melbourne, VIC, Australia
| | - Keng Yoon Yeong
- School of Science, Monash University Malaysia, Bandar Sunway, Selangor, Malaysia
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Lees A, Tolosa E, Stocchi F, Ferreira JJ, Rascol O, Antonini A, Poewe W. Optimizing levodopa therapy, when and how? Perspectives on the importance of delivery and the potential for an early combination approach. Expert Rev Neurother 2023; 23:15-24. [PMID: 36729395 DOI: 10.1080/14737175.2023.2176220] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
INTRODUCTION There is currently a resurgence of levodopa as the initial treatment of choice for most patients with Parkinson's disease, albeit at lower doses than previously used. The addition of adjuvant treatments (including MAO-B inhibitors, COMT inhibitors and dopamine agonists) is an established strategy to reduce motor complications that develop with sustained levodopa therapy. AREAS COVERED In this narrative review, the authors discuss the evidence underpinning current levodopa optimization strategies, during early disease and once motor complications occur. To support the discussion, the authors performed a broad PubMed search with the terms 'levodopa/L-dopa/L-Dopa, and Parkinson's disease,' restricted to clinical trials. There is now a wealth of evidence that improving levodopa delivery to the brain improves outcomes and we discuss how agents can be combined earlier in the course of disease to leverage the full potential of this strategy. EXPERT OPINION Levodopa remains the cornerstone of antiparkinsonian therapy. Several promising advances in formulation have been made and include novel extended-release oral drugs as well as non-oral delivery systems. However, evidence has long suggested that anti-parkinsonian medications may be better used in combination earlier in the disease, and consequently patients will benefit from low doses of several agents rather than ever larger levodopa doses.
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Affiliation(s)
- Andrew Lees
- University College London, Reta Lila Weston Institute, London, UK
| | - Eduardo Tolosa
- Parkinson disease and Movement Disorders Unit, Neurology Service, Hospital Clinic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), University of Barcelona, Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED: CB06/05/0018-ISCIII) Barcelona, Barcelona, Spain
| | - Fabrizio Stocchi
- Department of Neurology, University San Raffaele and IRCCS San Raffaele Pisana, Rome, Italy
| | - Joaquim J Ferreira
- Laboratory of Clinical Pharmacology and Therapeutics, Faculdade de Medicina, Universidade de Lisboa, Lisbon, Portugal.,CNS - Campus Neurológico, Torres Vedras, Portugal
| | - Olivier Rascol
- Department of Neurosciences and Clinical Pharmacology, Clinical Investigation center CIC1436 and NS-Park/FCRIN network; University Hospital of Toulouse, INSERM and University of Toulouse 3, Toulouse, France
| | - Angelo Antonini
- Movement Disorders Unit, Study Center for Neurodegenerative Diseases (CESNE), Department of Neuroscience, University of Padova
| | - Werner Poewe
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
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Jerry M, Arcona S, McMorrow D, Schwartz H, Princic N, Sasane R. Work Loss and Direct and Indirect Costs Associated with Parkinson's Disease. CLINICOECONOMICS AND OUTCOMES RESEARCH 2023; 15:309-319. [PMID: 37138588 PMCID: PMC10150754 DOI: 10.2147/ceor.s398509] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Accepted: 04/15/2023] [Indexed: 05/05/2023] Open
Abstract
Purpose To examine work loss and indirect costs during the three-year periods prior to and following initial diagnosis of Parkinson's disease (PD) in patients and in spouses of PD patients, as well as direct costs of healthcare. Patients and Methods This is a retrospective, observational cohort study using the MarketScan Commercial and Health and Productivity Management databases. Results A total of 286 employed PD patients and 153 employed spouses met all diagnostic and enrollment criteria for short-term disability (STD) analysis (PD Patient cohort and Caregiving Spouse cohort). The proportion of PD patients having a STD claim increased from roughly 5% and plateaued at around 12-14% starting in the year prior to first diagnosis of PD. The mean number of days lost from work due to STD per year increased from 1.4 days in the 3rd year prior to diagnosis to 8.6 days in the 3rd year after diagnosis (corresponding to an increase in indirect costs from $174 to $1104). STD use for spouses of patients with PD was lowest in the year after their spouses were diagnosed and then rose dramatically in the 2nd and 3rd years after the spouse's diagnosis. Total all-cause direct health-care costs increased during the years leading up to PD diagnosis and were highest in the years following diagnosis, with PD-related costs contributing ~20-30% of the total. Conclusion PD has both a significant direct and indirect financial burden on patients and their spouses when analyzed for 3 years before and after diagnosis.
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Affiliation(s)
- Michelle Jerry
- Merative, Ann Arbor, MI, USA
- Correspondence: Michelle Jerry, Merative, 100 Phoenix Dr Ste 200, Ann Arbor, MI, 48108, USA, Email
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Dagda RK, Dagda RY, Vazquez-Mayorga E, Martinez B, Gallahue A. Intranasal Administration of Forskolin and Noopept Reverses Parkinsonian Pathology in PINK1 Knockout Rats. Int J Mol Sci 2022; 24:690. [PMID: 36614135 PMCID: PMC9820624 DOI: 10.3390/ijms24010690] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Revised: 12/22/2022] [Accepted: 12/27/2022] [Indexed: 01/04/2023] Open
Abstract
Parkinson's Disease (PD) is a brain-degenerative disorder characterized by a progressive loss of midbrain dopamine neurons. Current standard-of-care includes oral administration of Levodopa to address motor symptoms, but this treatment is not disease-modifying. A reduction in Protein Kinase A (PKA) signaling and neurotrophic support contributes to PD pathology. We previously showed that enhancing PKA activity in the brain via intraperitoneal administration of Forskolin in Parkinsonian rats (PINK1 knockout) abrogate motor symptoms and loss of midbrain dopamine neurons. Given that intraperitoneal administration is invasive, we hypothesized that intranasal administration of Forskolin and a second nootropic agent (Noopept) could reverse PD pathology efficiently. Results show that intranasal administration of a formulation (CNS/CT-001) containing Forskolin (10 µM) and Noopept (20 nM) significantly reversed motor symptoms, loss of hind limb strength, and neurodegeneration of midbrain dopamine neurons in PINK1-KO rats and is indistinguishable from wild-type (WT) rats; therapeutic effects associated with increased PKA activity and levels of BDNF and NGF in the brain. Intranasal administration of CNS/CT-001, but not Forskolin, significantly decreased the number of α-synuclein aggregates in the cortex of PINK1-KO rats, and is indistinguishable from WT rats. Overall, we show proof of concept that intranasal administration of CNS/CT-001 is a non-invasive, disease-modifying formulation for PD.
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Affiliation(s)
- Ruben K. Dagda
- Department of Pharmacology, Reno School of Medicine, University of Nevada, Reno, NV 89557, USA
- CNS Curative Technologies LLC, 450 Sinclair Street, Reno, NV 89501, USA
| | - Raul Y. Dagda
- Department of Pharmacology, Reno School of Medicine, University of Nevada, Reno, NV 89557, USA
- CNS Curative Technologies LLC, 450 Sinclair Street, Reno, NV 89501, USA
| | | | - Bridget Martinez
- Department of Pharmacology, Reno School of Medicine, University of Nevada, Reno, NV 89557, USA
| | - Aine Gallahue
- Department of Pharmacology, Reno School of Medicine, University of Nevada, Reno, NV 89557, USA
- CNS Curative Technologies LLC, 450 Sinclair Street, Reno, NV 89501, USA
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Courtois É, Nguyen TTH, Fournier A, Carcaillon-Bentata L, Moutengou É, Escolano S, Tubert-Bitter P, Elbaz A, Thiébaut ACM, Ahmed I. Identifying Protective Drugs for Parkinson's Disease in Health-Care Databases Using Machine Learning. Mov Disord 2022; 37:2376-2385. [PMID: 36054665 PMCID: PMC10087353 DOI: 10.1002/mds.29205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Revised: 07/29/2022] [Accepted: 08/12/2022] [Indexed: 01/13/2023] Open
Abstract
BACKGROUND Available treatments for Parkinson's disease (PD) are only partially or transiently effective. Identifying existing molecules that may present a therapeutic or preventive benefit for PD (drug repositioning) is thus of utmost interest. OBJECTIVE We aimed at detecting potentially protective associations between marketed drugs and PD through a large-scale automated screening strategy. METHODS We implemented a machine learning (ML) algorithm combining subsampling and lasso logistic regression in a case-control study nested in the French national health data system. Our study population comprised 40,760 incident PD patients identified by a validated algorithm during 2016 to 2018 and 176,395 controls of similar age, sex, and region of residence, all followed since 2006. Drug exposure was defined at the chemical subgroup level, then at the substance level of the Anatomical Therapeutic Chemical (ATC) classification considering the frequency of prescriptions over a 2-year period starting 10 years before the index date to limit reverse causation bias. Sensitivity analyses were conducted using a more specific definition of PD status. RESULTS Six drug subgroups were detected by our algorithm among the 374 screened. Sulfonamide diuretics (ATC-C03CA), in particular furosemide (C03CA01), showed the most robust signal. Other signals included adrenergics in combination with anticholinergics (R03AL) and insulins and analogues (A10AD). CONCLUSIONS We identified several signals that deserve to be confirmed in large studies with appropriate consideration of the potential for reverse causation. Our results illustrate the value of ML-based signal detection algorithms for identifying drugs inversely associated with PD risk in health-care databases. © 2022 The Authors. Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.
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Affiliation(s)
- Émeline Courtois
- High-Dimensional Biostatistics for Drug Safety and Genomics, Université Paris-Saclay, UVSQ, Inserm, CESP, Villejuif, France
| | - Thi Thu Ha Nguyen
- Exposome, Heredity, Cancer and Health, Université Paris-Saclay, UVSQ, Inserm, CESP, Villejuif, France
| | - Agnès Fournier
- Exposome, Heredity, Cancer and Health, Université Paris-Saclay, UVSQ, Inserm, CESP, Villejuif, France
| | | | | | - Sylvie Escolano
- High-Dimensional Biostatistics for Drug Safety and Genomics, Université Paris-Saclay, UVSQ, Inserm, CESP, Villejuif, France
| | - Pascale Tubert-Bitter
- High-Dimensional Biostatistics for Drug Safety and Genomics, Université Paris-Saclay, UVSQ, Inserm, CESP, Villejuif, France
| | - Alexis Elbaz
- Exposome, Heredity, Cancer and Health, Université Paris-Saclay, UVSQ, Inserm, CESP, Villejuif, France
| | - Anne C M Thiébaut
- High-Dimensional Biostatistics for Drug Safety and Genomics, Université Paris-Saclay, UVSQ, Inserm, CESP, Villejuif, France
| | - Ismaïl Ahmed
- High-Dimensional Biostatistics for Drug Safety and Genomics, Université Paris-Saclay, UVSQ, Inserm, CESP, Villejuif, France
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Barukab O, Ahmad A, Khan T, Thayyil Kunhumuhammed MR. Analysis of Parkinson's Disease Using an Imbalanced-Speech Dataset by Employing Decision Tree Ensemble Methods. Diagnostics (Basel) 2022; 12:diagnostics12123000. [PMID: 36553007 PMCID: PMC9776735 DOI: 10.3390/diagnostics12123000] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 11/07/2022] [Accepted: 11/24/2022] [Indexed: 12/05/2022] Open
Abstract
Parkinson's disease (PD) currently affects approximately 10 million people worldwide. The detection of PD positive subjects is vital in terms of disease prognostics, diagnostics, management and treatment. Different types of early symptoms, such as speech impairment and changes in writing, are associated with Parkinson disease. To classify potential patients of PD, many researchers used machine learning algorithms in various datasets related to this disease. In our research, we study the dataset of the PD vocal impairment feature, which is an imbalanced dataset. We propose comparative performance evaluation using various decision tree ensemble methods, with or without oversampling techniques. In addition, we compare the performance of classifiers with different sizes of ensembles and various ratios of the minority class and the majority class with oversampling and undersampling. Finally, we combine feature selection with best-performing ensemble classifiers. The result shows that AdaBoost, random forest, and decision tree developed for the RUSBoost imbalanced dataset perform well in performance metrics such as precision, recall, F1-score, area under the receiver operating characteristic curve (AUROC) and the geometric mean. Further, feature selection methods, namely lasso and information gain, were used to screen the 10 best features using the best ensemble classifiers. AdaBoost with information gain feature selection method is the best performing ensemble method with an F1-score of 0.903.
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Affiliation(s)
- Omar Barukab
- Department of Information Technology, Faculty of Computing and Information Technology in Rabigh (FCITR), King Abdulaziz University, Jeddah 21589, Saudi Arabia
- Correspondence:
| | - Amir Ahmad
- College of Information Technology, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates
| | - Tabrej Khan
- Department of Information Systems, Faculty of Computing and Information Technology in Rabigh (FCITR), King Abdulaziz University, Jeddah 21589, Saudi Arabia
| | - Mujeeb Rahiman Thayyil Kunhumuhammed
- Department of Computer Science, Faculty of Computing and Information Technology in Rabigh (FCITR), King Abdulaziz University, Jeddah 21589, Saudi Arabia
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Nadeem H, Zhou B, Goldman D, Romley J. Association between use of ß2-adrenergic receptor agonists and incidence of Parkinson's disease: Retrospective cohort analysis. PLoS One 2022; 17:e0276368. [PMID: 36441791 PMCID: PMC9704661 DOI: 10.1371/journal.pone.0276368] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Accepted: 10/05/2022] [Indexed: 11/29/2022] Open
Abstract
INTRODUCTION Previous observational studies assessing β2-agonist/-antagonist use on PD risk have yielded conflicting results. We evaluated the relationship between β2-agonist use and the incidence of Parkinson's disease in patients with chronic lung disease. METHODS We performed a retrospective cohort analysis on a 20% random sample abstracted from a traditional (fee-for-service) Medicare program in the United States. Inclusion criteria were individuals over 65 years old diagnosed with asthma, COPD, and/or bronchiectasis who were enrolled in a prescription drug (standalone Part D) plan over 2007-2010 and alive through 2014. The main outcome measure was a diagnosis of Parkinson's disease over the period 2011-2014, in relation to the number of 30-day-equivalent drug claims over 2007-2010. Logistic regression analysis was performed on a sample including 236,201 Medicare beneficiaries. RESULTS The sample was 68% female, 80% white, and on average 77 years old as of 2010. Compared to non-users, β2-agonist users were more likely to be younger (76.3y versus 78.0y), smokers (40.4% versus 31.1%) and asthmatic (62.4% versus 28.3%). The odds ratio for a β2-agonist claim on PD development was 0.986 (95% CI 0.977-0.995) after adjusting for demographics, smoking history, respiratory exacerbations, comorbidities, and other drug use. Risk reductions were larger for males than females (0.974 versus 0.994, P = 0.032), and for individuals with COPD compared to those with asthma (0.968 versus 0.998, P = 0.049). Reverse causality was addressed with a Cox analysis that allowed β2-agonist use to vary from medication initiation to disease onset. By the end of the follow-up period, β2-agonist use was shown to be associated with a true protective effect against PD onset. DISCUSSION β2-agonist use is associated with decreased risk of PD incidence. Further investigation, possibly including clinical trials, is warranted to strengthen the evidence base supporting clinical decision-makers looking to repurpose pharmaceuticals to prevent neurodegenerative disease onset.
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Affiliation(s)
- Hasan Nadeem
- Department of Medicine, University of Washington, Seattle, Washington, United States of America
| | - Bo Zhou
- Schaeffer Center for Health Policy and Economics, University of Southern California, Los Angeles, California, United States of America
- School of Pharmacy, University of Southern California, Los Angeles, California, United States of America
| | - Dana Goldman
- Schaeffer Center for Health Policy and Economics, University of Southern California, Los Angeles, California, United States of America
- School of Pharmacy, University of Southern California, Los Angeles, California, United States of America
- Price School of Public Policy, University of Southern California, Los Angeles, California, United States of America
| | - John Romley
- Schaeffer Center for Health Policy and Economics, University of Southern California, Los Angeles, California, United States of America
- School of Pharmacy, University of Southern California, Los Angeles, California, United States of America
- Price School of Public Policy, University of Southern California, Los Angeles, California, United States of America
- * E-mail:
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Use of common spatial patterns for early detection of Parkinson's disease. Sci Rep 2022; 12:18793. [PMID: 36335198 PMCID: PMC9637213 DOI: 10.1038/s41598-022-23247-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Accepted: 10/27/2022] [Indexed: 11/08/2022] Open
Abstract
One of the most common diseases that affects human brain is Parkinson's disease. Detection of Parkinson's disease (PD) poses a serious challenge. Robust methods for feature extraction allowing separation between the electroencephalograms (EEG) of healthy subjects and PD patients are required. We used the EEG records of healthy subjects and PD patients which were subject to auditory tasks. We used the common spatial patterns (CSP) and Laplacian mask as methods to allow robust selection and extraction of features. We used the derived CSP whitening matrix to determine those channels that are the most promising in the terms of differentiating between EEGs of healthy controls and of PD patients. Using the selection of features calculated using the CSP we managed to obtain the classification accuracy of 85% when classifying EEG records belonging to groups of controls or PD patients. Using the features calculated using the Laplacian operator we obtained the classification accuracy of 90%. Diagnosing the PD in early stages using EEG is possible. The CSP proved to be a promising technique to detect informative channels and to separate between the groups. Use of the combination of features calculated using the Laplacian offers good separability between the two groups.
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Kapinos KA, Louis ED. Annual health care costs among Medicare Beneficiaries with essential tremor. Parkinsonism Relat Disord 2022; 104:26-29. [PMID: 36206644 PMCID: PMC9969906 DOI: 10.1016/j.parkreldis.2022.09.015] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Revised: 09/13/2022] [Accepted: 09/24/2022] [Indexed: 01/09/2023]
Abstract
INTRODUCTION Essential tremor (ET) is one of the most common neurological disorders, affecting an estimated 2.2% of the entire US population. Despite its high prevalence and associated morbidity and mortality, there are no published data on the medical costs associated with ET care. METHODS This is a retrospective secondary data analysis using the 5% Medicare claims data from 2016 to study age-eligible Medicare beneficiaries diagnosed with ET (diagnostic code G250) relative to a propensity score-matched group of comparison beneficiaries without ET (27,081 in each arm). Comparisons were matched within age strata and on the full set of Charlson comorbidity indicators, race, and sex. We examined encounter-level costs (amounts paid) and total annual costs of care (in constant $2021 dollars) adjusting for age, sex, race/ethnicity, provider specialty, setting, and the most common comorbidities, using a generalized linear model. RESULTS The final sample included 54,162 total beneficiaries, with an average age of 75, 65% female and 94% Non-Hispanic White. On average, Medicare beneficiaries with at least one outpatient or physician office visit with an ET diagnosis have $1068 (95% CI: $981, $1154) in additional direct medical care expenditures per year relative to statistically similar comparison beneficiaries of the same age. Across the population, we predicted aggregated additional spending attributable to ET among Medicare beneficiaries between $1.5 billion and $5.4 billion per year. CONCLUSION The estimated direct medical costs among Medicare beneficiaries with an ET diagnosis aggregated to the population-level are non-trivial. These data begin to fill a gap in knowledge.
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Affiliation(s)
- Kandice A Kapinos
- Peter J. O'Donnell Jr. School of Public Health, University of Texas Southwestern Medical Center, Dallas, TX, USA; RAND Corporation, Arlington, VA, USA.
| | - Elan D Louis
- Department of Neurology, University of Texas Southwestern Medical Center, Dallas, TX, USA
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Rahman MM, Wang X, Islam MR, Akash S, Supti FA, Mitu MI, Harun-Or-Rashid M, Aktar MN, Khatun Kali MS, Jahan FI, Singla RK, Shen B, Rauf A, Sharma R. Multifunctional role of natural products for the treatment of Parkinson's disease: At a glance. Front Pharmacol 2022; 13:976385. [PMID: 36299886 PMCID: PMC9590378 DOI: 10.3389/fphar.2022.976385] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Accepted: 09/21/2022] [Indexed: 11/24/2022] Open
Abstract
Natural substances originating from plants have long been used to treat neurodegenerative disorders (NDs). Parkinson's disease (PD) is a ND. The deterioration and subsequent cognitive impairments of the midbrain nigral dopaminergic neurons distinguish by this characteristic. Various pathogenic mechanisms and critical components have been reported, despite the fact that the origin is unknown, such as protein aggregation, iron buildup, mitochondrial dysfunction, neuroinflammation and oxidative stress. Anti-Parkinson drugs like dopamine (DA) agonists, levodopa, carbidopa, monoamine oxidase type B inhibitors and anticholinergics are used to replace DA in the current treatment model. Surgery is advised in cases where drug therapy is ineffective. Unfortunately, the current conventional treatments for PD have a number of harmful side effects and are expensive. As a result, new therapeutic strategies that control the mechanisms that contribute to neuronal death and dysfunction must be addressed. Natural resources have long been a useful source of possible treatments. PD can be treated with a variety of natural therapies made from medicinal herbs, fruits, and vegetables. In addition to their well-known anti-oxidative and anti-inflammatory capabilities, these natural products also play inhibitory roles in iron buildup, protein misfolding, the maintenance of proteasomal breakdown, mitochondrial homeostasis, and other neuroprotective processes. The goal of this research is to systematically characterize the currently available medications for Parkinson's and their therapeutic effects, which target diverse pathways. Overall, this analysis looks at the kinds of natural things that could be used in the future to treat PD in new ways or as supplements to existing treatments. We looked at the medicinal plants that can be used to treat PD. The use of natural remedies, especially those derived from plants, to treat PD has been on the rise. This article examines the fundamental characteristics of medicinal plants and the bioactive substances found in them that may be utilized to treat PD.
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Affiliation(s)
- Md. Mominur Rahman
- Department of Pharmacy, Faculty of Allied Health Sciences, Daffodil International University, Dhaka, Bangladesh
| | - Xiaoyan Wang
- Department of Pathology, Clinical Medical College and The First Affiliated Hospital of Chengdu Medical College, Chengdu, Sichuan, China
| | - Md. Rezaul Islam
- Department of Pharmacy, Faculty of Allied Health Sciences, Daffodil International University, Dhaka, Bangladesh
| | - Shopnil Akash
- Department of Pharmacy, Faculty of Allied Health Sciences, Daffodil International University, Dhaka, Bangladesh
| | - Fatema Akter Supti
- Department of Pharmacy, Faculty of Allied Health Sciences, Daffodil International University, Dhaka, Bangladesh
| | - Mohona Islam Mitu
- Department of Pharmacy, Faculty of Allied Health Sciences, Daffodil International University, Dhaka, Bangladesh
| | - Md. Harun-Or-Rashid
- Department of Pharmacy, Faculty of Allied Health Sciences, Daffodil International University, Dhaka, Bangladesh
| | - Most. Nazmin Aktar
- Department of Pharmacy, Faculty of Allied Health Sciences, Daffodil International University, Dhaka, Bangladesh
| | - Most. Sumaiya Khatun Kali
- Department of Pharmacy, Faculty of Allied Health Sciences, Daffodil International University, Dhaka, Bangladesh
| | - Farhana Israt Jahan
- Department of Pharmacy, Faculty of Allied Health Sciences, Daffodil International University, Dhaka, Bangladesh
| | - Rajeev K. Singla
- Institutes for Systems Genetics, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- School of Pharmaceutical Sciences, Lovely Professional University, Phagwara, Punjab, India
| | - Bairong Shen
- Institutes for Systems Genetics, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Abdur Rauf
- Department of Chemistry, University of Swabi, Swabi, Pakistan
| | - Rohit Sharma
- Department of Rasa Shastra and Bhaishajya Kalpana, Faculty of Ayurveda, Institute of Medical Sciences, Banaras Hindu University, Varanasi, Uttar Pradesh, India
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Sun S, Wen Y, Li Y. Serum albumin, cognitive function, motor impairment, and survival prognosis in Parkinson disease. Medicine (Baltimore) 2022; 101:e30324. [PMID: 36123949 PMCID: PMC9478219 DOI: 10.1097/md.0000000000030324] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
The role of albumin in Parkinson disease (PD) is not well understood, our study will investigate the association between the serum albumin level and risk of dementia, motor impairment, as well as survival outcome in PD. Data were obtained from the publicly available dataset in the DRYAD database (https://datadryad.org/). The original prospective study enrolled patients with PD from a single center in Japan between March 2004 and November 2007. Due to missing values, 242 and 274 participants were included in the study, in which we aimed to, respectively, analyze the relationship between serum albumin and cognitive function as well as motor impairment; additionally, 264 participants were included to assess the association between baseline serum albumin levels and risk of PD-related death with a median follow-up of 5.24 years. Compared to patients of the low tertile of albumin levels, Mini-Mental State Examination (MMSE) of patients of middle tertile increased 2.09 [95% confidence interval (CI) (0.45, 3.73), P = .013], independent of age, sex, PD duration, modified Hoehn-Yahr (mHY) stage, C-reactive protein (CRP) level, and use of nonsteroidal anti-inflammatory drugs (NSAIDs). Further analysis revealed a positive curvilinear association between albumin and MMSE, with cutoff values of 3.9. As concentration serum albumin increased, the risk of severe motor impairment was grown [odds ratio (OR) 0.34 (95% CI 0.14,0.8), P = .013] after adjustment by age, sex, PD duration, MMSE scores, CRP level, and use of NSAIDs. Albumin levels increased per unit of mg/dL, and the risk of PD-related death reduced 0.74-fold with 95% CI (0.15, 0.86) (P = .021), independent of age, sex, PD disease duration, mHY stage, CRP levels, use of NSAIDs, and MMSE. Higher serum albumin levels were significantly association with the better cognitive function when albumin was <3.9 mg/dL, and played a protective role in severe motor impairment and PD-related death.
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Affiliation(s)
- Shujun Sun
- Department of Neurology, The Frist People’s Hospital of Changde City, Changde, Hunan 415003, China
- * Correspondence: Shujun Sun, Department of Neurology, The Frist People’s Hospital of Changde City, Changde, Hunan 415003, China (e-mail: )
| | - Yiyong Wen
- Department of General Practice, The Frist People’s Hospital of Changde City, Changde, Hunan 415003, China
| | - Yandeng Li
- Department of Neurology, The Frist People’s Hospital of Changde City, Changde, Hunan 415003, China
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Chen HC, Wang CY, Chen HH, Liou HH. Cost-effectiveness of the add-on exenatide to conventional treatment in patients with Parkinson’s disease when considering the coexisting effects of diabetes mellitus. PLoS One 2022; 17:e0269006. [PMID: 35951654 PMCID: PMC9371359 DOI: 10.1371/journal.pone.0269006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2021] [Accepted: 05/13/2022] [Indexed: 11/22/2022] Open
Abstract
Objective This study aims to investigate the cost-effectiveness of the add-on exenatide to conventional pharmacotherapy in patients with Parkinson’s disease (PD) when considering the coexistence of diabetes mellitus (DM). Methods We used the Keelung and Community-based Integrated Screening databases to understand the medical utilisation in the Hoehn and Yahr stages of patients with PD. A Markov model with 1-year cycle length and 50-year time horizon was used to assess the cost-effectiveness of add-on exenatide to conventional pharmacotherapy compared to conventional pharmacotherapy alone. All costs were adjusted to the value of the new Taiwanese dollar (NT$) as of the year 2020. One-way sensitivity and probability analyses were performed to test the robustness of the results. Results From a societal perspective, the add-on exenatide brought an average of 0.39 quality-adjusted life years (QALYs) gained, and a cost increment of NT$104,744 per person in a 50-year horizon compared to conventional pharmacotherapy. The incremental cost-effectiveness ratio (ICER) was NT$268,333 per QALY gained. As the ICER was less than the gross domestic product per capita (NT$839,558), the add-on exenatide was considered to be very cost-effective in the two models, according to the World Health Organization recommendation. Add-on exenatide had a 96.9% probability of being cost-effective in patients with PD, and a 100% probability of being cost-effective in patients with PD and DM. Conclusion Add-on exenatide is cost-effective in PD combined with DM. Considering that DM may be a risk factor for neurodegenerative diseases, exenatide provides both clinical benefits and cost-effectiveness when considering both PD and DM.
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Affiliation(s)
- Hsuan-Chih Chen
- Graduate Institute of Clinical Pharmacy, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Chen-Yu Wang
- Graduate Institute of Clinical Pharmacy, College of Medicine, National Taiwan University, Taipei, Taiwan
- School of Pharmacy, College of Medicine, National Taiwan University, Taipei, Taiwan
- Department of Pharmacy, National Taiwan University Hospital Yun-Lin Branch, Douliu, Taiwan
- National Center for Geriatrics and Welfare Research, National Health Research Institutes, Yunlin, Taiwan
| | - Hsiu-Hsi Chen
- Institute of Epidemiology and Prevention Medicine, College of Public Health, National Taiwan University, Taipei, Taiwan
| | - Horng- Huei Liou
- Department of Neurology, National Taiwan University Hospital, Yunlin Branch, Yunlin, Taiwan
- Department of Neurology and Pharmacology, College of Medicine, National Taiwan University, Taipei, Taiwan
- * E-mail:
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Baba K, Naoi I, Shibahara H, Inoue S, Aino H. [Direct medical costs of Parkinson's disease by Hoehn and Yahr severity in Japan: An analysis of administrative claims data]. Rinsho Shinkeigaku 2022; 62:524-531. [PMID: 35753784 DOI: 10.5692/clinicalneurol.cn-001708] [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] [Indexed: 06/15/2023]
Abstract
To estimate the medical costs related to Parkinson's disease (PD) by Hoehn and Yahr (HY) scale, we conducted a descriptive study by using a large-scale hospital based administrative claims database in Japan. Approximately 20,000 PD patients who had a diagnosis of PD with HY severity between April 2008 and December 2018 were included in the analysis. Estimated PD related outpatient costs, frequency of hospitalization, length of stay, and inpatient costs were increased with HY severity. Our estimates of the PD related medical costs are based on the large-scale claims database, despite limitations such as the reliability of HY severity in the claims data, could be used in future cost-effectiveness studies for treatment of PD.
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Gene-Based Therapeutics for Parkinson’s Disease. Biomedicines 2022; 10:biomedicines10081790. [PMID: 35892690 PMCID: PMC9331241 DOI: 10.3390/biomedicines10081790] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Revised: 04/20/2022] [Accepted: 04/28/2022] [Indexed: 12/12/2022] Open
Abstract
Parkinson’s disease (PD) is a complex multifactorial disorder that is not yet fully surmised, and it is only when such a disease is tackled on multiple levels simultaneously that we should expect to see fruitful results. Gene therapy is a modern medical practice that theoretically and, so far, practically, has demonstrated its capability in joining the battle against PD and other complex disorders on most if not all fronts. This review discusses how gene therapy can efficiently replace current forms of therapy such as drugs, personalized medicine or invasive surgery. Furthermore, we discuss the importance of enhancing delivery techniques to increase the level of transduction and control of gene expression or tissue specificity. Importantly, the results of current trials establish the safety, efficacy and applicability of gene therapy for PD. Gene therapy’s variety of potential in interfering with PD’s pathology by improving basal ganglial circuitry, enhancing dopamine synthesis, delivering neuroprotection or preventing neurodegeneration may one day achieve symptomatic benefit, disease modification and eradication.
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Singh A, Hussain S, Akkala S, Klugarová J, Pokorná A, Klugar M, Walters EH, Hopper I, Campbell JA, Taylor B, Antony B. Beta-adrenergic drugs and risk of Parkinson's disease: A systematic review and meta-analysis. Ageing Res Rev 2022; 80:101670. [PMID: 35718329 DOI: 10.1016/j.arr.2022.101670] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Accepted: 06/09/2022] [Indexed: 11/01/2022]
Abstract
BACKGROUND Parkinson's Disease (PD) is a neurodegenerative disorder manifested by rest tremor, rigidity, bradykinesia, and postural instability. Recent pharmaco-epidemiological studies evaluating beta-adrenergic drug use and risk of PD have reported conflicting findings. OBJECTIVES This systematic review and meta-analyses evaluate the association between beta-adrenergic (agonists and antagonists) drugs' use and PD. METHODS An electronic literature search of eight databases was performed from inception to July 2021 to identify pharmaco-epidemiological studies (case-control and cohort) reporting the risk of PD in beta-adrenergic users compared to non-users. We used the generic inverse variance method and RevMan (5.3.5) to estimate pooled adjusted risk ratios (aRRs) of PD using a random-effects model. RESULTS Of 3168 records, 15 studies (10 case-control; five cohort) with 6,508,877 participants, including 87,011 PD cases, were included. In the pooled analysis (n=10) including any beta-antagonist users, compared with non-users, the aRR for PD was 1.19 (CI: 1.05,1.35); for any beta-agonist users (n=8) aRR for PD was 0.87 (CI: 0.78,0.97). Propranolol users had a significantly increased risk of PD (aRR:1.91; CI:1.20,3.06), whereas salbutamol use was associated with reduced risk of PD (aRR:0.95; CI:0.92,0.99). Significant heterogeneity (I2>87%) was observed, but the majority (n=13) of the studies were of high quality, based on the JBI tool. CONCLUSIONS Beta-antagonist use was associated with a modestly increased risk of PD, whereas beta-agonist use was associated with a modest decreased risk of PD. Future epidemiological studies should address the issues of protopathic bias and indirect association using appropriate epidemiological methods.
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Affiliation(s)
- Ambrish Singh
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, Australia
| | - Salman Hussain
- Czech National Centre for Evidence-Based Healthcare and Knowledge Translation, (Cochrane Czech Republic, Czech EBHC: JBI Centre of Excellence, Masaryk University GRADE Centre), Institute of Biostatistics and Analyses, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | | | - Jitka Klugarová
- Czech National Centre for Evidence-Based Healthcare and Knowledge Translation, (Cochrane Czech Republic, Czech EBHC: JBI Centre of Excellence, Masaryk University GRADE Centre), Institute of Biostatistics and Analyses, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Andrea Pokorná
- Czech National Centre for Evidence-Based Healthcare and Knowledge Translation, (Cochrane Czech Republic, Czech EBHC: JBI Centre of Excellence, Masaryk University GRADE Centre), Institute of Biostatistics and Analyses, Faculty of Medicine, Masaryk University, Brno, Czech Republic; Department of Nursing and Midwifery, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Miloslav Klugar
- Czech National Centre for Evidence-Based Healthcare and Knowledge Translation, (Cochrane Czech Republic, Czech EBHC: JBI Centre of Excellence, Masaryk University GRADE Centre), Institute of Biostatistics and Analyses, Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - E Haydn Walters
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, Australia; Emeritus Director Respiratory Medicine, and VMO Acute Medicine, The Alfred Hospital, Melbourne
| | - Ingrid Hopper
- School of Public Health and Prevention Medicine, Monash University, Melbourne, VIC, Australia
| | - Julie A Campbell
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, Australia
| | - Bruce Taylor
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, Australia; Department of Neurology, Royal Hobart Hospital, Hobart, Australia
| | - Benny Antony
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, Australia.
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Pinto M, Silva V, Barreiro S, Silva R, Remião F, Borges F, Fernandes C. Brain drug delivery and neurodegenerative diseases: Polymeric PLGA-based nanoparticles as a forefront platform. Ageing Res Rev 2022; 79:101658. [PMID: 35660114 DOI: 10.1016/j.arr.2022.101658] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Revised: 05/20/2022] [Accepted: 05/28/2022] [Indexed: 02/06/2023]
Abstract
The discovery of effective drugs for the treatment of neurodegenerative disorders (NDs) is a deadlock. Due to their complex etiology and high heterogeneity, progresses in the development of novel NDs therapies have been slow, raising social/economic and medical concerns. Nanotechnology and nanomedicine evolved exponentially in recent years and presented a panoply of tools projected to improve diagnosis and treatment. Drug-loaded nanosystems, particularly nanoparticles (NPs), were successfully used to address numerous drug glitches, such as efficacy, bioavailability and safety. Polymeric nanoparticles (PNPs), mainly based on polylactic-co-glycolic acid (PLGA), have been already validated and approved for the treatment of cancer, neurologic dysfunctions and hormonal-related diseases. Despite promising no PNPs-based therapy for neurodegenerative disorders is available up to date. To stimulate the research in the area the studies performed so far with polylactic-co-glycolic acid (PLGA) nanoparticles as well as the techniques aimed to improve PNPs BBB permeability and drug targeting were revised. Bearing in mind NDs pharmacological therapy landscape huge efforts must be done in finding new therapeutic solutions along with the translation of the most promising results to the clinic, which hopefully will converge in the development of effective drugs in a foreseeable future.
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