1
|
Lewis MM, Mailman RB, Cheng XV, Du G, Zhang L, Li C, De Jesus S, Tabbal SD, Li R, Huang X. Clinical progression of Parkinson's disease in the early 21st century: Insights from the accelerating medicine partnership (AMP-PD) data. Parkinsonism Relat Disord 2024; 130:107186. [PMID: 39541725 DOI: 10.1016/j.parkreldis.2024.107186] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2024] [Revised: 10/22/2024] [Accepted: 10/23/2024] [Indexed: 11/16/2024]
Abstract
BACKGROUND Parkinson's disease (PD) therapeutic strategies have evolved since levodopa introduction in mid 1900s. To understand their impact and research gaps, this study delineated the clinical progression of PD in recent years. METHODS Using Accelerating Medicine Partnership-PD (AMP-PD) data harmonized from seven biomarker discovery studies (2010-2020), we extracted: overall [Schwab and England (S&E), PD Questionnaire (PDQ-39)]; motor [Movement Disorders Society Unified PD Rating Scale (MDS-UPDRS)-II and -III and Hoehn & Yahr (HY)]; and non-motor [MDS-UPDRS-I, University of Pennsylvania Smell Identification Test (UPSIT), Montreal Cognitive Assessment (MoCA), and Epworth Sleepiness Scale (ESS)] scores. Age at diagnosis was set as 0 years, and data were tracked for 15 subsequent years. RESULTS Among 3001 PD cases identified to be suitable for this study, 2838 are white, 1843 are males, with a mean age at diagnosis was 60.2 ± 10.3 years. At baseline evaluation, the disease duration was 9.9 ± 6.0 years overall, 1915 within 0-5, 541 with 6-10, 254 within 11-15, and 163 greater than 15 years. Participants largely reported independence (S&E, 5y: 86.6 ± 12.3; 10y: 78.9 ± 19.3; 15y: 78.5 ± 17.0) and good quality of life (PDQ-39, 5y: 15.5 ± 12.3; 10y: 22.1 ± 15.8; 15y: 24.3 ± 14.4). Motor scores displayed a linear progression, whereas non-motor scores plateaued ∼10-15 years. Younger onset age and female correlated with slower progression. CONCLUSIONS Twenty-first century PD patients remain largely independent in the first decade of disease at tertiary subspecialty care and research centers. There are data gaps for those who are non-whites or longer PD duration, and sensible metrics that can gauge non-motor progression when PD is beyond 10 years.
Collapse
Affiliation(s)
- Mechelle M Lewis
- Department of Neurology, Translational Brain Research Center, Penn State College of Medicine, Hershey, PA, 17033, USA
| | - Richard B Mailman
- Department of Neurology and Pharmacology, Translational Brain Research Center, Penn State College of Medicine, Hershey, PA, 17033, USA
| | - Xinyi Vivian Cheng
- Department of Statistics, Penn State University, University Park, PA, 16802, USA
| | - Guangwei Du
- Department of Neurology, Translational Brain Research Center, Penn State College of Medicine, Hershey, PA, 17033, USA
| | - Lijun Zhang
- Department of Biochemistry and Molecular Biology and Institute for Personalized Medicine, Penn State College of Medicine, Hershey, PA, 17033, USA
| | - Changcheng Li
- Department of Statistics, Penn State University, University Park, PA, 16802, USA
| | - Sol De Jesus
- Department of Neurology, Translational Brain Research Center, Penn State College of Medicine, Hershey, PA, 17033, USA
| | - Samer D Tabbal
- Department of Neurology, Translational Brain Research Center, Penn State College of Medicine, Hershey, PA, 17033, USA
| | - Runze Li
- Department of Statistics, Penn State University, University Park, PA, 16802, USA.
| | - Xuemei Huang
- Department of Neurology, Translational Brain Research Center, Penn State College of Medicine, Hershey, PA, 17033, USA; Department of Neurology, University of Virginia School of Medicine, Charlottesville, VA, 22908, USA.
| |
Collapse
|
2
|
Pereira CR, Greten HJ, Santos R, Reis AM, Ramos B, Santos MJ, Machado J, Criado MB. Acupuncture Effect on Reaction-Time Changes in Parkinson's Disease Patients-Case Study Series. J Clin Med 2024; 13:5642. [PMID: 39337127 PMCID: PMC11433072 DOI: 10.3390/jcm13185642] [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: 07/25/2024] [Revised: 09/16/2024] [Accepted: 09/19/2024] [Indexed: 09/30/2024] Open
Abstract
Background: Parkinson's Disease (PD) is a progressive neurodegenerative condition associated with deficit in reaction time which can lead to falls, resulting in limited independence, diminished quality of life, heightened rates of institutionalization and increased healthcare costs. We aimed to examine the effects of an acupuncture protocol in motor time response after an auditory stimulus. Methods: This study employed a case series design. Reaction time to exposed rhythmic and random auditory stimuli outcomes were evaluated at six different moments over a month-long acupuncture treatment protocol using the MP 36 system from Biopac Systems. Results: We observed a tendency to have more pronounced improvements in the time response in the more affected side of the body compared with the contralateral one. Patients tended to show better values of response to random auditory stimuli compared to rhythmic auditory ones. We also observed a tendency to obtain better results when considering the accumulative effects of the acupuncture protocol. Conclusions: Our findings indicated a possible role of reaction time as a sensitive and useful tool for motor function assessment in PD patients. Also, from our results, we concluded that the acupuncture protocol used may lead to an improvement in efficacy of motor response after aleatory and rhythmic stimulus; we also found a tendency for a higher efficacy of acupuncture in random stimuli responses in the first stages of the disease. However, further in-depth research, including a statistical evaluation with a larger participant pool, is necessary to validate and confirm these promising results.
Collapse
Affiliation(s)
- Catarina Ramos Pereira
- ICBAS—Abel Salazar Institute for Biomedical Sciences, University of Porto, 4099-002 Porto, Portugal (J.M.)
- Piaget Institute, Vila Nova de Gaia, 4099-002 Porto, Portugal
- CBSIn—Center of Biosciences in Integrative Health, 4099-002 Porto, Portugal
- Academia de Saúde C+, 4099-002 Porto, Portugal
| | - Henry J. Greten
- DGTCM—German Society of Traditional Chinese Medicine, 69126 Heidelberg, Germany
- HSCM—Heidelberg School of Chinese Medicine, 69126 Heidelberg, Germany
| | - Rubim Santos
- ESS, Polytechnic of Porto, 4099-002 Porto, Portugal;
| | - Ana Mafalda Reis
- Academia de Saúde C+, 4099-002 Porto, Portugal
- Hospital Pedro Hispano, 4464-513 Matosinhos, Portugal
| | - Bruno Ramos
- ICBAS—Abel Salazar Institute for Biomedical Sciences, University of Porto, 4099-002 Porto, Portugal (J.M.)
- CBSIn—Center of Biosciences in Integrative Health, 4099-002 Porto, Portugal
| | - Maria João Santos
- Piaget Institute, Vila Nova de Gaia, 4099-002 Porto, Portugal
- Academia de Saúde C+, 4099-002 Porto, Portugal
| | - Jorge Machado
- ICBAS—Abel Salazar Institute for Biomedical Sciences, University of Porto, 4099-002 Porto, Portugal (J.M.)
- CBSIn—Center of Biosciences in Integrative Health, 4099-002 Porto, Portugal
| | - Maria Begoña Criado
- CBSIn—Center of Biosciences in Integrative Health, 4099-002 Porto, Portugal
- Academia de Saúde C+, 4099-002 Porto, Portugal
- 1H-TOXRUN—Toxicology Research Unit, University Institute of Health Sciences, CESPU, CRL, 4585-116 Gandra, Portugal
| |
Collapse
|
3
|
De Jesus S, Daya A, Blumberger L, Lewis MM, Leslie D, Tabbal SD, Dokholyan R, Snyder AM, Mailman RB, Huang X. Prevalence of Late-Stage Parkinson's Disease in the US Healthcare System: Insights from TriNetX. Mov Disord 2024; 39:1592-1601. [PMID: 38962960 DOI: 10.1002/mds.29900] [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: 01/17/2024] [Revised: 05/29/2024] [Accepted: 06/03/2024] [Indexed: 07/05/2024] Open
Abstract
BACKGROUND Patients in late-stage Parkinson's disease (PDLS) are caregiver-dependent, have low quality of life, and higher healthcare costs. OBJECTIVE To estimate the prevalence of PDLS patients in the current US healthcare system. METHODS We downloaded the 2010-2022 data from the TriNetX Diamond claims network that consists of 92 US healthcare sites. PD was identified using standard diagnosis codes, and PDLS was identified by the usage of wheelchair dependence, personal care assistance, and/or presence of diagnoses of dementia. Age of PDLS identification and survival information were obtained and stratified by demographic and the disability subgroups. RESULTS We identified 1,031,377 PD patients in the TriNetX database. Of these, 18.8% fitted our definition of PDLS (n = 194,297), and 10.2% met two or more late-stage criteria. Among all PDLS, the mean age of PDLS identification was 78.1 (±7.7) years, and 49% were already reported as deceased. PDLS patients were predominantly male (58.5%) with similar distribution across PDLS subgroups. The majority did not have race (71%) or ethnicity (69%) information, but for the available information >90% (n = 53,162) were White, 8.2% (n = 5121) Hispanic/Latino, 7.8% (n = 4557) Black, and <0.01% (n = 408) Asian. Of the PDLS cohort, 71.6% identified with dementia, 12.9% had personal care assistance, and 4.8% were wheelchair-bound. CONCLUSIONS Late-stage patients are a significant part of the PD landscape in the current US healthcare system, and largely missed by traditional motor-based disability staging. It is imperative to include this population as a clinical, social, and research priority. © 2024 The Author(s). Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.
Collapse
Affiliation(s)
- Sol De Jesus
- Department of Neurology, Pennsylvania State University-Milton S. Hershey Medical Center, Hershey, Pennsylvania, USA
- Translational Brain Research Center, Pennsylvania State University-Milton S. Hershey Medical Center, Hershey, Pennsylvania, USA
| | - Annika Daya
- Department of Neurology, Pennsylvania State University-Milton S. Hershey Medical Center, Hershey, Pennsylvania, USA
| | - Liba Blumberger
- Department of Public Health Science, Pennsylvania State University-Milton S. Hershey Medical Center, Hershey, Pennsylvania, USA
| | - Mechelle M Lewis
- Department of Neurology, Pennsylvania State University-Milton S. Hershey Medical Center, Hershey, Pennsylvania, USA
- Translational Brain Research Center, Pennsylvania State University-Milton S. Hershey Medical Center, Hershey, Pennsylvania, USA
- Department of Pharmacology, Pennsylvania State University-Milton S. Hershey Medical Center, Hershey, Pennsylvania, USA
| | - Doug Leslie
- Department of Public Health Science, Pennsylvania State University-Milton S. Hershey Medical Center, Hershey, Pennsylvania, USA
| | - Samer D Tabbal
- Department of Neurology, Pennsylvania State University-Milton S. Hershey Medical Center, Hershey, Pennsylvania, USA
- Translational Brain Research Center, Pennsylvania State University-Milton S. Hershey Medical Center, Hershey, Pennsylvania, USA
| | - Rachel Dokholyan
- Department of Neurology, Pennsylvania State University-Milton S. Hershey Medical Center, Hershey, Pennsylvania, USA
- Translational Brain Research Center, Pennsylvania State University-Milton S. Hershey Medical Center, Hershey, Pennsylvania, USA
| | - Amanda M Snyder
- Department of Neurology, Pennsylvania State University-Milton S. Hershey Medical Center, Hershey, Pennsylvania, USA
- Translational Brain Research Center, Pennsylvania State University-Milton S. Hershey Medical Center, Hershey, Pennsylvania, USA
| | - Richard B Mailman
- Department of Neurology, Pennsylvania State University-Milton S. Hershey Medical Center, Hershey, Pennsylvania, USA
- Translational Brain Research Center, Pennsylvania State University-Milton S. Hershey Medical Center, Hershey, Pennsylvania, USA
- Department of Pharmacology, Pennsylvania State University-Milton S. Hershey Medical Center, Hershey, Pennsylvania, USA
| | - Xuemei Huang
- Department of Neurology, Pennsylvania State University-Milton S. Hershey Medical Center, Hershey, Pennsylvania, USA
- Translational Brain Research Center, Pennsylvania State University-Milton S. Hershey Medical Center, Hershey, Pennsylvania, USA
- Department of Pharmacology, Pennsylvania State University-Milton S. Hershey Medical Center, Hershey, Pennsylvania, USA
- Department of Radiology, Pennsylvania State University-Milton S. Hershey Medical Center, Hershey, Pennsylvania, USA
- Department of Neurosurgery, Pennsylvania State University-Milton S. Hershey Medical Center, Hershey, Pennsylvania, USA
- Department of Kinesiology, Pennsylvania State University-Milton S. Hershey Medical Center, Hershey, Pennsylvania, USA
| |
Collapse
|
4
|
Carli S, Brugnano L, Caligiore D. Simulating combined monoaminergic depletions in a PD animal model through a bio-constrained differential equations system. Front Comput Neurosci 2024; 18:1386841. [PMID: 39247252 PMCID: PMC11378529 DOI: 10.3389/fncom.2024.1386841] [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: 02/16/2024] [Accepted: 07/31/2024] [Indexed: 09/10/2024] Open
Abstract
Introduction Historically, Parkinson's Disease (PD) research has focused on the dysfunction of dopamine-producing cells in the substantia nigra pars compacta, which is linked to motor regulation in the basal ganglia. Therapies have mainly aimed at restoring dopamine (DA) levels, showing effectiveness but variable outcomes and side effects. Recent evidence indicates that PD complexity implicates disruptions in DA, noradrenaline (NA), and serotonin (5-HT) systems, which may underlie the variations in therapy effects. Methods We present a system-level bio-constrained computational model that comprehensively investigates the dynamic interactions between these neurotransmitter systems. The model was designed to replicate experimental data demonstrating the impact of NA and 5-HT depletion in a PD animal model, providing insights into the causal relationships between basal ganglia regions and neuromodulator release areas. Results The model successfully replicates experimental data and generates predictions regarding changes in unexplored brain regions, suggesting avenues for further investigation. It highlights the potential efficacy of alternative treatments targeting the locus coeruleus and dorsal raphe nucleus, though these preliminary findings require further validation. Sensitivity analysis identifies critical model parameters, offering insights into key factors influencing brain area activity. A stability analysis underscores the robustness of our mathematical formulation, bolstering the model validity. Discussion Our holistic approach emphasizes that PD is a multifactorial disorder and opens promising avenues for early diagnostic tools that harness the intricate interactions among monoaminergic systems. Investigating NA and 5-HT systems alongside the DA system may yield more effective, subtype-specific therapies. The exploration of multisystem dysregulation in PD is poised to revolutionize our understanding and management of this complex neurodegenerative disorder.
Collapse
Affiliation(s)
- Samuele Carli
- Computational and Translational Neuroscience Laboratory, Institute of Cognitive Sciences and Technologies, National Research Council (CTNLab-ISTC-CNR), Rome, Italy
- Entersys s.r.l., Padua, Italy
- AI2Life s.r.l., Innovative Start-Up, ISTC-CNR Spin-Off, Rome, Italy
- Department of Mathematics and Computer Science "U. Dini", University of Florence, Florence, Italy
| | - Luigi Brugnano
- Department of Mathematics and Computer Science "U. Dini", University of Florence, Florence, Italy
| | - Daniele Caligiore
- Computational and Translational Neuroscience Laboratory, Institute of Cognitive Sciences and Technologies, National Research Council (CTNLab-ISTC-CNR), Rome, Italy
- AI2Life s.r.l., Innovative Start-Up, ISTC-CNR Spin-Off, Rome, Italy
| |
Collapse
|
5
|
Soileau LG, Talbot NC, Storey NR, Spillers NJ, D'antoni JV, Carr PC, Galardo CM, Shilpadevi P, Ahmadzadeh S, Shekoohi S, Kaye AD. Impulse control disorders in Parkinson's disease patients treated with pramipexole and ropinirole: a systematic review and meta-analysis. Neurol Sci 2024; 45:1399-1408. [PMID: 38079019 DOI: 10.1007/s10072-023-07254-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Accepted: 12/02/2023] [Indexed: 03/16/2024]
Abstract
BACKGROUND This analysis is the first systematic review and meta-analysis assessing occurrences of ICD in PD patients treated with oral DAs: ropinirole (ROP) and pramipexole (PRX). This study compares the two oral DAs to a transdermal patch, rotigotine (RTG). METHODS We performed an extensive systematic search for eligible studies from PubMed, Embase, Cochrane Library, and Google Scholar. The data was analyzed by various software, including EndNote, Rayyan, PRISM, and RevMan. Two studies incorporating 658 patients collectively were assessed. RESULTS This meta-analysis shows a significant correlation between the usage of PRX (25.3%) or ROP (21.8%) and the development of ICD in PD patients. Compared to the transdermal patch, RTG, PRX was found to have a significant relative risk (P < 0.0001) of 3.46 (95% CI 2.07-5.76), and ROP was found to have a significant relative risk (P < 0.0001) of 2.98 (95% CI 1.77-5.02). The data collected shows RTG is approximately three times less likely to cause ICDs than oral PRX and ROP. CONCLUSION The present investigation provides insight into ICD occurrences with PRX, ROP, and RTG to allow physicians to make more informed decisions on risk versus reward when deciding how to treat a PD patient with these drugs. However, related to various disclosed limitations, our conclusion cannot provide definitive practice protocols.
Collapse
Affiliation(s)
- Lenise G Soileau
- School of Medicine, Louisiana State University Health Sciences Center at Shreveport, Shreveport, LA, 71103, USA
| | - Norris C Talbot
- School of Medicine, Louisiana State University Health Sciences Center at Shreveport, Shreveport, LA, 71103, USA
| | - Nicholas R Storey
- School of Medicine, Louisiana State University Health Sciences Center at Shreveport, Shreveport, LA, 71103, USA
| | - Noah J Spillers
- School of Medicine, Louisiana State University Health Sciences Center at Shreveport, Shreveport, LA, 71103, USA
| | - James V D'antoni
- School of Medicine, Louisiana State University Health Sciences Center at Shreveport, Shreveport, LA, 71103, USA
| | - Peter C Carr
- School of Medicine, Louisiana State University Health Science Center New Orleans, 433 Bolivar St, New Orleans, LA, 70112, USA
| | - Connor M Galardo
- University of Southern Mississippi, 118 College Drive, Hattiesburg, MS, 39406, USA
| | - Patil Shilpadevi
- Department of Anesthesiology, Louisiana State University Health Sciences Center at Shreveport, Shreveport, LA, 71103, USA
| | - Shahab Ahmadzadeh
- Department of Anesthesiology, Louisiana State University Health Sciences Center at Shreveport, Shreveport, LA, 71103, USA
| | - Sahar Shekoohi
- Department of Anesthesiology, Louisiana State University Health Sciences Center at Shreveport, Shreveport, LA, 71103, USA.
| | - Alan D Kaye
- Department of Anesthesiology, Louisiana State University Health Sciences Center at Shreveport, Shreveport, LA, 71103, USA
- Department of Pharmacology, Louisiana State University Health Sciences Center at Shreveport, Toxicology, and Neurosciences, Shreveport, LA, 71103, USA
| |
Collapse
|
6
|
Pogorelov VM, Martini ML, Jin J, Wetsel WC, Caron MG. Dopamine-Depleted Dopamine Transporter Knockout (DDD) Mice: Dyskinesia with L-DOPA and Dopamine D1 Agonists. Biomolecules 2023; 13:1658. [PMID: 38002340 PMCID: PMC10669682 DOI: 10.3390/biom13111658] [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: 10/02/2023] [Revised: 11/13/2023] [Accepted: 11/13/2023] [Indexed: 11/26/2023] Open
Abstract
L-DOPA is the mainstay of treatment for Parkinson's disease (PD). However, over time this drug can produce dyskinesia. A useful acute PD model for screening novel compounds for anti-parkinsonian and L-DOPA-induced dyskinesia (LID) are dopamine-depleted dopamine-transporter KO (DDD) mice. Treatment with α-methyl-para-tyrosine rapidly depletes their brain stores of DA and renders them akinetic. During sensitization in the open field (OF), their locomotion declines as vertical activities increase and upon encountering a wall they stand on one leg or tail and engage in climbing behavior termed "three-paw dyskinesia". We have hypothesized that L-DOPA induces a stereotypic activation of locomotion in DDD mice, where they are unable to alter the course of their locomotion, and upon encountering walls engage in "three-paw dyskinesia" as reflected in vertical counts or beam-breaks. The purpose of our studies was to identify a valid index of LID in DDD mice that met three criteria: (a) sensitization with repeated L-DOPA administration, (b) insensitivity to a change in the test context, and (c) stimulatory or inhibitory responses to dopamine D1 receptor agonists (5 mg/kg SKF81297; 5 and 10 mg/kg MLM55-38, a novel compound) and amantadine (45 mg/kg), respectively. Responses were compared between the OF and a circular maze (CM) that did not hinder locomotion. We found vertical counts and climbing were specific for testing in the OF, while oral stereotypies were sensitized to L-DOPA in both the OF and CM and responded to D1R agonists and amantadine. Hence, in DDD mice oral stereotypies should be used as an index of LID in screening compounds for PD.
Collapse
Affiliation(s)
- Vladimir M. Pogorelov
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, 354 Sands Building, 303 Research Drive, Durham, NC 27710, USA
| | - Michael L. Martini
- Mount Sinai Center for Therapeutics Discovery, Departments of Pharmacological Sciences and Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; (M.L.M.); (J.J.)
| | - Jian Jin
- Mount Sinai Center for Therapeutics Discovery, Departments of Pharmacological Sciences and Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; (M.L.M.); (J.J.)
| | - William C. Wetsel
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, 354 Sands Building, 303 Research Drive, Durham, NC 27710, USA
- Department of Cell Biology, Duke University Medical Center, Durham, NC 27710, USA;
- Department of Neurobiology, Duke University Medical Center, Durham, NC 27710, USA
| | - Marc G. Caron
- Department of Cell Biology, Duke University Medical Center, Durham, NC 27710, USA;
| |
Collapse
|