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van der Meer F, Jorgensen J, Hiligsmann M. Burden of non-motor symptoms of Parkinson's disease: cost-of-illness and quality-of-life estimates through a scoping review. Expert Rev Pharmacoecon Outcomes Res 2024:1-11. [PMID: 39138993 DOI: 10.1080/14737167.2024.2390042] [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: 07/24/2023] [Revised: 06/25/2024] [Accepted: 08/05/2024] [Indexed: 08/15/2024]
Abstract
INTRODUCTION Parkinson's Disease (PD) is a progressive, chronic neurodegenerative disease, representing significant economic and social burdens. It is typically defined by motor symptoms (MSs), however, this does not reflect the full patient burden. Non-motor symptoms (NMSs) are increasingly recognized as central characteristics of PD. However, they still lack recognition in research. Therefore, this study aims to identify relevant NMSs, their prevalence, and the effect they have on Quality-of-Life (QoL) and Cost-of-Illness (COI). Secondly, it aims to identify gaps in the current body of knowledge and propose possible ways future research could bridge those gaps. METHODS The study employed a scoping review, identifying 60 records for inclusion, using PubMed and Web of Science. It included studies from Spain or Italy, including data on People with Parkinson's Disease. A comparative analysis was performed using Microsoft Excel. RESULTS It showed that the body of evidence relevant to NMSs, their prevalence, QoL, and COI is limited, or that estimates vary to an extent where interpretation is difficult. CONCLUSION Most studies suffer from generalization, representation, and standardization issues, stemming from their designs and methodological decisions. Although the findings of this study should be interpreted with caution, several recommendations are made for future research.
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Affiliation(s)
- Frank van der Meer
- Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, the Netherlands
| | | | - Mickael Hiligsmann
- Department of Health Services Research, CAPHRI, Care & Public Health Research Institute, Maastricht University, Maastricht, the Netherlands
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Keränen MH, Kytövuori L, Huhtakangas J, Kärppä M, Majamaa K. Relative contribution of comorbid diseases to health-related quality of life in patients with Parkinson's disease. J Patient Rep Outcomes 2024; 8:84. [PMID: 39103703 DOI: 10.1186/s41687-024-00746-4] [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: 03/29/2024] [Accepted: 06/20/2024] [Indexed: 08/07/2024] Open
Abstract
BACKGROUND Multimorbidity is common in elderly people, and one of the major consequences of multimorbidity is low health-related quality of life (HRQoL). The aim of this study was to investigate the frequency of comorbid diseases in patients with Parkinson's disease (PD) and to analyze their relative importance in HRQoL. The aim was also to examine agreement between the generic 15D questionnaire and the PD-specific Parkinson's Disease Questionnaire (PDQ-8) to further validate 15D in the evaluation of HRQoL in patients with PD. METHODS Patients with PD (N = 551) filled a questionnaire on comorbid diseases, and the 15D questionnaire yielding a 15-dimensional health profile and a score representing the overall HRQoL. Self-organizing map was used for an unsupervised pattern recognition of the health profiles. Relative importance analysis was used to evaluate the contribution of 16 comorbid diseases to the 15D score. The agreement between 15D and PDQ-8 questionnaires was studied in a subset of 81 patients that were examined clinically. RESULTS 533 patients (96.7%) reported comorbid diseases. The most affected dimensions in the 15D questionnaire were secretion, usual activities, discomfort and symptoms, and sexual activity. Self-organizing map identified three patterns of health profiles that included patients with high, low or transition HRQoL. The transition subgroup was similar to low HRQoL subgroup in non-motor dimensions. Sixteen comorbid diseases explained 33.7% of the variance in the 15D score. Memory deficit, depression, heart failure, and atrial fibrillation had the highest relative importance. The intraclass correlation coefficient between the generic 15D and the PD-specific PDQ-8 was 0.642 suggesting moderate reliability. CONCLUSIONS The most marked differences in HRQoL were in the dimensions of secretion, usual activities, and sexual activity. Pattern detection of 15D health dimensions enabled the detection of a subgroup with disproportionately poor HRQoL in non-motor dimensions. The comorbid diseases affecting most to HRQoL were memory deficit and depression. The generic 15D questionnaire can be used in the evaluation of HRQoL in PD patients.
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Affiliation(s)
- Maija-Helena Keränen
- Research Unit of Clinical Medicine, University of Oulu, P.O. Box 5000, Oulu, FI-90014, Finland.
- Medical Research Center Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland.
| | - Laura Kytövuori
- Research Unit of Clinical Medicine, University of Oulu, P.O. Box 5000, Oulu, FI-90014, Finland
- Medical Research Center Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland
- Neurocenter, Oulu University Hospital, P.O. Box 20, Oulu, FI-90029 OYS, Finland
| | - Juha Huhtakangas
- Research Unit of Clinical Medicine, University of Oulu, P.O. Box 5000, Oulu, FI-90014, Finland
- Medical Research Center Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland
- Neurocenter, Oulu University Hospital, P.O. Box 20, Oulu, FI-90029 OYS, Finland
| | - Mikko Kärppä
- Research Unit of Clinical Medicine, University of Oulu, P.O. Box 5000, Oulu, FI-90014, Finland
- Medical Research Center Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland
- Neurocenter, Oulu University Hospital, P.O. Box 20, Oulu, FI-90029 OYS, Finland
| | - Kari Majamaa
- Research Unit of Clinical Medicine, University of Oulu, P.O. Box 5000, Oulu, FI-90014, Finland
- Medical Research Center Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland
- Neurocenter, Oulu University Hospital, P.O. Box 20, Oulu, FI-90029 OYS, Finland
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Galivanche AR, Schneble CA, David WB, Mercier MR, Kammien AJ, Ottesen TD, Saifi C, Whang PG, Grauer JN, Varthi AG. A comparison of in-hospital outcomes after elective anterior cervical discectomy and fusion in cases with and without Parkinson's Disease. NORTH AMERICAN SPINE SOCIETY JOURNAL 2022; 12:100164. [PMID: 36304443 PMCID: PMC9594612 DOI: 10.1016/j.xnsj.2022.100164] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Revised: 08/21/2022] [Accepted: 08/23/2022] [Indexed: 01/22/2023]
Abstract
Background Following orthopedic surgery, patients with Parkinson's disease (PD) have been shown to have high rates of surgical complications, and some studies suggest that PD may be associated with greater risk for postoperative medical complications. As complication rates are critical to consider for elective surgery planning, the current study aimed to describe the association of PD with medical complications following anterior cervical discectomy and fusion (ACDF), the most commonly performed procedure to treat cervical degenerative pathology. Methods The 2008-2018 National Inpatient Sample database was queried for cases involving elective ACDF. Demographics and comorbidities were extracted using ICD codes. Cases were propensity matched based on demographic and comorbidity burden, and logistic regression was used to compare in-hospital complications between patients with and without PD. Results After weighting, a total of 1,273,437 elective ACDF cases were identified, of which 3948 (0.31%) involved cases with PD. After 1:1 propensity score matching by demographic and comorbidity variables, there were no differences between the PD and non-PD cohorts. Logistic regression models constructed for the matched and unmatched populations showed that PD cases have greater odds of in-hospital minor adverse events with no differences in odds of serious adverse events or mortality. Conclusions After matching for demographics and comorbidity burden, PD cases undergoing elective ACDF had slightly longer length of stay and greater risk for minor adverse events but had similar rates of serious adverse events and mortality. These findings are important for surgeons and patients to consider when making decisions about surgical intervention.
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Affiliation(s)
- Anoop R. Galivanche
- Department of Orthopaedics and Rehabilitation, Yale School of Medicine, 47 College Street, New Haven, CT 06511, USA
| | - Christopher A. Schneble
- Department of Orthopaedics and Rehabilitation, Yale School of Medicine, 47 College Street, New Haven, CT 06511, USA
| | - Wyatt B. David
- Department of Orthopaedics and Rehabilitation, Yale School of Medicine, 47 College Street, New Haven, CT 06511, USA
| | - Michael R. Mercier
- Department of Orthopaedics and Rehabilitation, Yale School of Medicine, 47 College Street, New Haven, CT 06511, USA
| | - Alexander J. Kammien
- Department of Orthopaedics and Rehabilitation, Yale School of Medicine, 47 College Street, New Haven, CT 06511, USA
| | - Taylor D. Ottesen
- Department of Orthopaedics and Rehabilitation, Yale School of Medicine, 47 College Street, New Haven, CT 06511, USA
| | - Comron Saifi
- Penn Orthopaedics, University of Pennsylvania, 235 S 8th Street, Philadelphia, PA 19107, USA
| | - Peter G. Whang
- Department of Orthopaedics and Rehabilitation, Yale School of Medicine, 47 College Street, New Haven, CT 06511, USA
| | - Jonathan N. Grauer
- Department of Orthopaedics and Rehabilitation, Yale School of Medicine, 47 College Street, New Haven, CT 06511, USA
| | - Arya G. Varthi
- Department of Orthopaedics and Rehabilitation, Yale School of Medicine, 47 College Street, New Haven, CT 06511, USA
- Corresponding author: Department of Orthopaedics and Rehabilitation, Yale School of Medicine, 47 College Street, New Haven, CT 06510.
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Feeney M, Duda J, Hiller A, Phillips J, Evers C, Yarab N, Todaro V, Rader L, Rosenfeld S. Understanding health care needs among Veterans with Parkinson's disease: A survey study. Front Neurol 2022; 13:924999. [PMID: 36034294 PMCID: PMC9405651 DOI: 10.3389/fneur.2022.924999] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Accepted: 07/15/2022] [Indexed: 12/03/2022] Open
Abstract
Among Veterans, it is estimated that 110,000 are living with Parkinson's disease (PD) in the United States. Whether or not Veterans living with PD are enrolled in the Veterans Health Administration (VHA), they may require special considerations when it comes to their care. We administered a survey to Parkinson's Foundation constituents with PD who had previously reported their Veteran status. Our goal was to identify areas where intervention can lead to improved health outcomes for Veterans living with Parkinson's disease. We specifically wanted to examine 1) the proportion of our Veteran constituents receiving services through the VHA, 2) the comprehensive care services that were utilized by Veterans living with PD, and 3) self-reported mental health and mobility status. We also wanted to compare those receiving care within and outside the VHA to see where there may be areas for improvement. With a response rate of 29.8% we received surveys from 409 United States Veterans with PD. As expected, mental health (MH) concerns in the previous 12 months were common with 36.0% of Veterans reporting concerns. Only 22.1% of respondents received care through VHA. Respondents with more falls and mental health concerns as well as those with higher levels of education and younger age were more likely to be seen at a VHA facility. In this sample, education level, household income, marital status, and VHA status were positively associated with increased health care utilization among Veterans. Those seen within the VHA were more likely to utilize MH and speech and language pathology consultation. This study highlights the importance of targeting educational outreach about care best practices for Veterans living with PD beyond VHA's current reach as well as the importance of access to good MH resources.
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Affiliation(s)
- Megan Feeney
- Parkinson's Foundation, New York, NY, United States
| | - John Duda
- Parkinson's Disease Research, Education and Clinical Center of the Michael J. Crescenz VA Medical Center, Department of Neurology of the University of Pennsylvania, Philadelphia, PA, United States
| | - Amie Hiller
- Department of Neurology, School of Medicine, Oregon Health and Science University, Portland, OR, United States
- Department of Neurology, VA Portland Health Care System, Portland, OR, United States
| | - Jay Phillips
- Parkinson's Foundation, New York, NY, United States
| | | | - Nicole Yarab
- Parkinson's Foundation, New York, NY, United States
| | | | - Lydia Rader
- Parkinson's Foundation, New York, NY, United States
| | - Sheera Rosenfeld
- Parkinson's Foundation, New York, NY, United States
- *Correspondence: Sheera Rosenfeld
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Metta V, Ibrahim H, Loney T, Benamer HTS, Alhawai A, Almuhairi D, Al Shamsi A, Mohan S, Rodriguez K, Mohan J, O’Sullivan M, Muralidharan N, Al Mazrooei S, Dar Mousa K, Chung-Faye G, Mrudula R, Falup-Pecurariu C, Rodriguez Bilazquez C, Matar M, Borgohain R, Chaudhuri KR. First Two-Year Observational Exploratory Real Life Clinical Phenotyping, and Societal Impact Study of Parkinson’s Disease in Emiratis and Expatriate Population of United Arab Emirates 2019–2021: The EmPark Study. J Pers Med 2022; 12:jpm12081300. [PMID: 36013249 PMCID: PMC9410099 DOI: 10.3390/jpm12081300] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Revised: 08/01/2022] [Accepted: 08/02/2022] [Indexed: 11/16/2022] Open
Abstract
Background: Phenotypic differences in Parkinson’s Disease (PD) among locals (Emiratis) and Expatriates (Expats) living in United Arab Emirates have not been described and could be important to unravel local aspects of clinical heterogenicity of PD pointing towards genetic and epigenetic variations. Objective: To investigate the range and nature of motor and nonmotor clinical presentations of PD and its impact on time to diagnosis, local service provisions, and quality of life in Emiratis and Expats in UAE, as well as address the presence of current unmet needs on relation to care and etiopathogenesis of PD related to possible genetic and epigenetic factors. Methods: a cross-sectional one point in time prospective, observational real-life study of 171 patients recruited from PD and Neurology clinics across United Arab Emirates from 2019–2021. Primary outcomes were sociodemographic data, motor and nonmotor symptoms (NMS), including cognition and sleep, and quality of life (QOL) assessments, Results: A total of 171 PD patients (52 Emiratis 119 Expats) were included with mean age (Emiratis 48.5 (13.1) Expats 64.15 (13.1)) and mean disease duration (Emiratis 4.8 (3.2) Expats 6.1 (2.9)). In the Emiratis, there was a significant mean delay in initiating treatment after diagnosis (Emiratis 1.2 (0.9) Expats 1.6 (1.1)), while from a clinical phenotyping aspect, there is a high percentage of akinesia 25 (48.1) or tremor dominant (22 (42.3)) phenotypes as opposed to mixed subtype 67 (56.3) in Expat cohorts; double tremor dominant, especially Emirati females (25%), had a predominant lower limb onset PD. Both Emirati (27.9 (24.0)) and Expat 29.4 (15.6) showed moderate NMS burden and the NMS profile is dominated by Sleep, Fatigue, Mood, Emotional well-being 3.0 (1.1) and Social Stigma 3.5 (0.9) aspects of PDQ8 SI measurements are predicted worse QOL in Emiratis, while lack of social support 2.3 (1.3) impaired QOL in Expat population. Awareness for advanced therapies was low and only 25% of Emiratis were aware of deep brain surgery (DBS), compared to 69% Expats. Only 2% of Emiratis, compared to 32% of Expats, heard of Apomorphine infusion (CSAI), and no (0%) Emiratis were aware of intrajejunal levodopa infusion (IJLI), compared to 13% of expats. Conclusion: Our pilot data suggest clinical phenotypic differences in presentation of PD in Emiratis population of UAE compared to expats. Worryingly, the data also show delayed treatment initiation, as well as widespread lack of knowledge of advanced therapies in the Emirati population.
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Affiliation(s)
- Vinod Metta
- Psychology & Neuroscience, Department of Neurosciences, Institute of Psychiatry, King’s College London, London, UK
- Parkinson’s Foundation Centre of Excellence, King’s College Hospital, London, UK
- Kings College Hospital London, Dubai, United Arab Emirates
- Correspondence:
| | | | - Tom Loney
- College of Medicine, Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates
| | - Hani T. S. Benamer
- College of Medicine, Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates
| | - Ali Alhawai
- Higher Colleges of Technology, Dubai, United Arab Emirates
| | | | | | - Sneha Mohan
- Kings College Hospital London, Dubai, United Arab Emirates
| | | | - Judith Mohan
- Kings College Hospital London, Dubai, United Arab Emirates
| | | | | | | | - Khadeeja Dar Mousa
- Dubai Statistics Centre, Dubai, United Arab Emirates
- People of Determination Council (POD) Council of Dubai Police, Dubai, United Arab Emirates
| | - Guy Chung-Faye
- Psychology & Neuroscience, Department of Neurosciences, Institute of Psychiatry, King’s College London, London, UK
- Parkinson’s Foundation Centre of Excellence, King’s College Hospital, London, UK
- Kings College Hospital London, Dubai, United Arab Emirates
| | - Rukmini Mrudula
- Nizams Institute of Medical Sciences, Hyderabad, Telangana, India
| | | | | | - Maryam Matar
- Genetic Disease Association, Dubai, United Arab Emirates
| | - Rupam Borgohain
- Nizams Institute of Medical Sciences, Hyderabad, Telangana, India
| | - K. Ray Chaudhuri
- Psychology & Neuroscience, Department of Neurosciences, Institute of Psychiatry, King’s College London, London, UK
- Parkinson’s Foundation Centre of Excellence, King’s College Hospital, London, UK
- Kings College Hospital London, Dubai, United Arab Emirates
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Tueth LE, Duncan RP. Musculoskeletal pain in Parkinson's disease: a narrative review. Neurodegener Dis Manag 2021; 11:373-385. [PMID: 34410146 PMCID: PMC8515213 DOI: 10.2217/nmt-2021-0011] [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: 03/01/2021] [Accepted: 08/09/2021] [Indexed: 11/21/2022] Open
Abstract
The prevalence of musculoskeletal (MSK) pain in people with Parkinson's disease (PD) is higher than that of age-matched controls. In this review, we outline what is known about MSK pain in PD, focusing on the neck, shoulder, knee, hip and low back. We also compare what is known about MSK pain in PD to what is known in older adults without PD. Finally, we outline areas of for future research related to MSK pain in people with PD.
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Affiliation(s)
- Lauren Elizabeth Tueth
- Program in Physical Therapy, School of Medicine, Washington University in St. Louis, St. Louis, MO 63108, USA
| | - Ryan P Duncan
- Program in Physical Therapy, School of Medicine, Washington University in St. Louis, St. Louis, MO 63108, USA
- Department of Neurology, School of Medicine, Washington University in St. Louis, St. Louis, MO 63108, USA
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Thach A, Jones E, Pappert E, Pike J, Wright J, Gillespie A. Real-world assessment of the impact of "OFF" episodes on health-related quality of life among patients with Parkinson's disease in the United States. BMC Neurol 2021; 21:46. [PMID: 33516182 PMCID: PMC7846980 DOI: 10.1186/s12883-021-02074-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Accepted: 01/24/2021] [Indexed: 01/13/2023] Open
Abstract
Background Many patients with Parkinson’s disease (PD) who receive carbidopa/levodopa experience symptom reemergence or worsening, or “OFF” episodes. This study assessed the association of “OFF” episodes with health-related quality of life (HRQoL). Methods US-specific data from the 2017 and 2019 Adelphi Real World Disease Specific Programme for PD, a real-world cross-sectional survey, were used. Neurologists provided data for 10–12 consecutive patients with PD who completed the 39-item Parkinson’s Disease Questionnaire (PDQ-39) and the EuroQol 5-Dimension (EQ-5D). Data were grouped by patients who experienced “OFF” episodes versus those who did not and by average hours of daily “OFF” time. Differences between patient groups were assessed for demographics and clinical characteristics; regression analyses were used to model the relationship between HRQoL and “OFF” episodes with age, sex, body mass index, current PD stage on the Hoehn and Yahr scale, and number of concomitant conditions related and unrelated to mobility as covariates. Results Data from 722 patients were analyzed. Overall, 321 patients (44%) had “OFF” episodes (mean of 2.9 h of daily “OFF” time). Patients who experienced “OFF” episodes were less likely to work full-time and more likely to live with family members other than their spouse/partner or reside in a long-term care facility than those without “OFF” episodes. The presence of “OFF” episodes, regardless of the average hours of daily “OFF” time, was significantly associated with high scores (reflecting poor HRQoL) on most PDQ-39 dimensions and the summary index and low scores (reflecting poor health status) on the EQ-5D health utility index, visual analog scale (VAS), and all dimensions. Furthermore, increased average hours of daily “OFF” time was significantly correlated with higher scores for all PDQ-39 dimensions and the summary index, as well as with the EQ-5D health utility index and VAS scores. Patients with “OFF” episodes experienced reduced HRQoL even after correcting for potentially confounding variables. Conclusions This study demonstrated that the occurrence of “OFF” episodes in patients with PD is associated with reduced HRQoL and that the impact on HRQoL increased incrementally with increasing average hours of daily “OFF” time. Supplementary Information The online version contains supplementary material available at 10.1186/s12883-021-02074-2.
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Affiliation(s)
- Andrew Thach
- Sunovion Pharmaceuticals Inc., 84 Waterford Dr, Marlborough, MA, 01752, USA.
| | | | - Eric Pappert
- Sunovion Pharmaceuticals Inc., 84 Waterford Dr, Marlborough, MA, 01752, USA
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Kyritsis K, Fagerberg P, Ioakimidis I, Klingelhoefer L, Reichmann H, Delopoulos A. Using IMU Sensors to Assess Motor Degradation of PD Patients by Modeling In-meal Plate-to-Mouth Movement Elongation. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2020; 2020:494-497. [PMID: 33018035 DOI: 10.1109/embc44109.2020.9175615] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Parkinson's disease (PD) is the second most common age-related neurodegenerative disorder after Alzheimer's disease, associated, among others, with motor symptoms such as resting tremor, rigidity and bradykinesia. At the same time, early diagnosis of PD is hindered by a high misdiagnosis rate and the subjective nature of the diagnosis process itself. Recent developments in mobile and wearable devices, such as smartphones and smartwatches, have allowed the automated detection and objective measurement of PD symptoms. In this paper we investigate the hypothesis that PD motor symptom degradation can be assessed by studying the in-meal behavior and modeling the food intake process. To achieve this, we use the inertial data from a commercial smartwatch to investigate the in-meal eating behavior of healthy controls and PD patients. In addition, we define and provide a methodology for calculating Plate-to-Mouth (PtM), an indicator that relates with the average time that the hand spends transferring food from the plate towards the mouth during the course of a meal. The presented experimental results, using our collected dataset of 28 participants (7 healthy controls and 21 PD patients), support our hypothesis. Results initially point out that PD patients have a higher PtM value than the healthy controls. Finally, using PtM we achieve a precision/recall/F1 of 0.882/0.714/0.789 towards classifying the meals from the PD patients and healthy controls.
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Affiliation(s)
- Bastiaan R Bloem
- Department of Neurology, Radboud University Nijmegen Medical Center, Donders Institute for Brain, Cognition and Behaviour, Center of Expertise for Parkinson & Movement Disorders, Nijmegen, The Netherlands
| | - Patrik Brundin
- Center for Neurodegenerative Science, Van Andel Research Institute, Grand Rapids, MI, USA
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Gupta U, Bansal H, Joshi D. An improved sex-specific and age-dependent classification model for Parkinson's diagnosis using handwriting measurement. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2020; 189:105305. [PMID: 31935580 DOI: 10.1016/j.cmpb.2019.105305] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/06/2019] [Revised: 12/14/2019] [Accepted: 12/27/2019] [Indexed: 06/10/2023]
Abstract
BACKGROUND AND OBJECTIVES Diagnosis of Parkinson's with higher accuracy is always desirable to slow down the progression of the disease and improved quality of life. There are evidences of inherent neurological differences between male and females as well as between elderly and adults. However, the potential of such gender and age infomration have not been exploited yet for Parkinson's identification. METHODS In this paper, we develop a sex-specific and age-dependent classification method to diagnose the Parkinson's disease using the online handwriting recorded from individuals with Parkinson's (n = 37; m/f-19/18;age-69.3 ± 10.9yrs) and healthy controls (n = 38; m/f-20/18;age-62.4 ± 11.3yrs). A support vector machine ranking method is used to present the features specific to their dominance in sex and age group for Parkinson's diagnosis. RESULTS The sex-specific and age-dependent classifier was observed significantly outperforming the generalized classifier. An improved accuracy of 83.75% (SD = 1.63) with the female-specific classifier, and 79.55% (SD = 1.58) with the old-age dependent classifier was observed in comparison to 75.76% (SD = 1.17) accuracy with the generalized classifier. CONCLUSIONS Combining the age and sex information proved to be encouraging in classification. A distinct set of features were observed to be dominating for higher classification accuracy in a different category of classification.
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Affiliation(s)
- Ujjwal Gupta
- Department of Computer Science and Engineering, Indian Institute of Technology Delhi, Hauzkhas 110016, New Delhi, India.
| | - Hritik Bansal
- Department of Electrical Engineering, Indian Institute of Technology Delhi, Hauzkhas 110016, New Delhi, India.
| | - Deepak Joshi
- Centre for Biomedical Engineering, Indian Institute of Technology Delhi, Hauzkhas 110016, New Delhi, India; Department of Biomedical Engineering, All India Institute of Medical Sciences, Delhi, India.
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Viswanathan R, Arjunan SP, Bingham A, Jelfs B, Kempster P, Raghav S, Kumar DK. Complexity Measures of Voice Recordings as a Discriminative Tool for Parkinson's Disease. BIOSENSORS 2019; 10:E1. [PMID: 31861890 PMCID: PMC7168233 DOI: 10.3390/bios10010001] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/03/2019] [Revised: 12/17/2019] [Accepted: 12/17/2019] [Indexed: 11/24/2022]
Abstract
In this paper, we have investigated the differences in the voices of Parkinson's disease (PD) and age-matched control (CO) subjects when uttering three phonemes using two complexity measures: fractal dimension (FD) and normalised mutual information (NMI). Three sustained phonetic voice recordings, /a/, /u/ and /m/, from 22 CO (mean age = 66.91) and 24 PD (mean age = 71.83) participants were analysed. FD was first computed for PD and CO voice recordings, followed by the computation of NMI between the test groups: PD-CO, PD-PD and CO-CO. Four features reported in the literature-normalised pitch period entropy (Norm. PPE), glottal-to-noise excitation ratio (GNE), detrended fluctuation analysis (DFA) and glottal closing quotient (ClQ)-were also computed for comparison with the proposed complexity measures. The statistical significance of the features was tested using a one-way ANOVA test. Support vector machine (SVM) with a linear kernel was used to classify the test groups, using a leave-one-out validation method. The results showed that PD voice recordings had lower FD compared to CO (p < 0.008). It was also observed that the average NMI between CO voice recordings was significantly lower compared with the CO-PD and PD-PD groups (p < 0.036) for the three phonetic sounds. The average NMI and FD demonstrated higher accuracy (>80%) in differentiating the test groups compared with other speech feature-based classifications. This study has demonstrated that the voices of PD patients has reduced FD, and NMI between voice recordings of PD-CO and PD-PD is higher compared with CO-CO. This suggests that the use of NMI obtained from the sample voice, when paired with known groups of CO and PD, can be used to identify PD voices. These findings could have applications for population screening.
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Affiliation(s)
- Rekha Viswanathan
- School of Engineering, RMIT University, Melbourne VIC 3000, Australia; (R.V.); (S.R.); (D.K.K.)
| | - Sridhar P. Arjunan
- Department of Electronics and Instrumentation Engineering, SRM Institute of Science and Technology, Chennai 603203, India
| | - Adrian Bingham
- School of Engineering, RMIT University, Melbourne VIC 3000, Australia; (R.V.); (S.R.); (D.K.K.)
| | - Beth Jelfs
- School of Engineering, RMIT University, Melbourne VIC 3000, Australia; (R.V.); (S.R.); (D.K.K.)
| | - Peter Kempster
- Department of Neurology, Monash Medical Center, Melbourne VIC 3168, Australia;
| | - Sanjay Raghav
- School of Engineering, RMIT University, Melbourne VIC 3000, Australia; (R.V.); (S.R.); (D.K.K.)
- Department of Neurology, Monash Medical Center, Melbourne VIC 3168, Australia;
| | - Dinesh K. Kumar
- School of Engineering, RMIT University, Melbourne VIC 3000, Australia; (R.V.); (S.R.); (D.K.K.)
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12
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Kim A, Kim A, Kim Y, Kim YE, Kim HJ, Jeon B. Musculoskeletal problems in PD patients have no association with socioeconomic status. J Clin Neurosci 2019; 70:229-233. [DOI: 10.1016/j.jocn.2019.08.105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2019] [Accepted: 08/24/2019] [Indexed: 10/26/2022]
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13
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Kotagal V, Albin RL, Müller MLTM, Bohnen NI. Cardiovascular Risk Factor Burden in Veterans and Non-Veterans with Parkinson Disease. JOURNAL OF PARKINSONS DISEASE 2019; 8:153-160. [PMID: 29480230 DOI: 10.3233/jpd-171271] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Medical comorbidities, including cardiovascular risk factors such as hypertension and diabetes, influence disease progression in Parkinson disease (PD) and may be variably present in different clinical populations. OBJECTIVE/METHODS We conducted a retrospective nested case-control study of 29 Veterans with PD and 29 non-Veteran PD controls. The groups were matched for age, gender, and disease duration. Both groups underwent clinical and imaging testing as part of their participation in a larger cross-sectional PD observational study at our research center. Veterans were recruited primarily from movement disorders neurology clinics at the Ann Arbor Veterans Affairs (VA) Health System. Non-Veterans were recruited primarily from analogous clinics at the University of Michigan Health System. We explored differences in cardiovascular risks factor burden between the groups. RESULTS Veterans with PD showed higher scores on the simplified Framingham 10-year general cardiovascular disease risk calculator (FR score; 27.3% (11.5) vs. 20.7% (6.8); t = -2.66, p = 0.011) and fewer years of self-reported education (14.5 (2.5) vs. 16.7 (2.6); t = 3.33, p = 0.002). After adjusting for age, disease duration, education, and the use of antihypertensive medications, Veterans showed higher FR scores (t = 2.95, p = 0.005) and a higher intra-subject ratio of FR score to age-and-gender normalized FR score (t = 2.49, p = 0.016), representing an elevated component of modifiable cardiovascular risk factor burden. CONCLUSION Cardiovascular comorbidities are common in Veterans with PD and may be more severe than in non-Veteran PD populations. These findings merit replication in other representative cohorts. Veterans may be a preferred population for clinical trials evaluating cardiovascular risk factor management on PD progression.
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Affiliation(s)
- Vikas Kotagal
- Department of Neurology, University of Michigan, Ann Arbor, MI, USA.,Neurology Service and GRECC, VAAAHS, Ann Arbor, MI, USA
| | - Roger L Albin
- Department of Neurology, University of Michigan, Ann Arbor, MI, USA.,Neurology Service and GRECC, VAAAHS, Ann Arbor, MI, USA.,University of Michigan Morris K. Udall Center of Excellence for Parkinson's Disease Research, Ann Arbor, MI, USA
| | - Martijn L T M Müller
- University of Michigan Morris K. Udall Center of Excellence for Parkinson's Disease Research, Ann Arbor, MI, USA.,Department of Radiology, University of Michigan, Ann Arbor, MI, USA
| | - Nicolaas I Bohnen
- Department of Neurology, University of Michigan, Ann Arbor, MI, USA.,Neurology Service and GRECC, VAAAHS, Ann Arbor, MI, USA.,University of Michigan Morris K. Udall Center of Excellence for Parkinson's Disease Research, Ann Arbor, MI, USA.,Department of Radiology, University of Michigan, Ann Arbor, MI, USA
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14
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Hicks A, Phillips K, Siwik C, Salmon P, Litvan I, Jablonski ME, Filoteo JV, Kayser K, Sephton SE. The role of dispositional mindfulness in a stress-health pathway among Parkinson's disease patients and caregiving partners. Qual Life Res 2019; 28:2705-2716. [PMID: 31201728 DOI: 10.1007/s11136-019-02217-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/23/2019] [Indexed: 12/30/2022]
Abstract
PURPOSE Parkinson's disease (PD) patients and their caregivers experience significant distress that impacts physical, emotional and social functioning in the patient, and in turn, has a significant impact on the caregiver. Lower levels of stress have been associated with a better prognosis in PD. The quality of dispositional mindfulness-innate present moment, non-judgmental awareness-has consistently been associated with less perceived stress, greater well-being, and better physical health in both clinical and healthy populations. To date, associations of mindfulness with distress, depression, sleep problems, and other variables that define health-related quality of life have not been examined in the context of PD patient/caregiver dyads. METHODS We investigated the impact of dispositional mindfulness in a stress-health model among eighteen dyads consisting of PD patients and their caregivers. RESULTS Multilevel linear modeling (actor-partner interdependence models) revealed significant associations between dispositional mindfulness and stress appraisal, interpersonal support, depressive symptoms, sleep, and health-related quality of life (HRQOL) within both dyadic partners. As expected, results demonstrated significant associations of distress with interpersonal support, depressive symptoms, sleep and HRQOL for both PD patients and caregivers. CONCLUSIONS Dispositional mindfulness was associated with reduced distress and its downstream clinical consequences. These results support an ameliorative role for dispositional mindfulness among PD patients and caregivers, as a protective factor against psychosocial burdens imposed on couples related to disease and caregiving. Findings suggest future studies should explore mindfulness training as a therapeutic option.
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Affiliation(s)
- Allison Hicks
- Department of Psychological & Brain Sciences, University of Louisville, Louisville, KY, USA
| | - Kala Phillips
- Department of Psychological & Brain Sciences, University of Louisville, Louisville, KY, USA
| | - Chelsea Siwik
- Department of Psychological & Brain Sciences, University of Louisville, Louisville, KY, USA
| | - Paul Salmon
- Department of Psychological & Brain Sciences, University of Louisville, Louisville, KY, USA
| | - Irene Litvan
- Department of Neurology, University of California San Diego, San Diego, CA, USA
| | - Megan E Jablonski
- Department of Psychology, Frazier Rehabilitation Hospital, Louisville, KY, USA
| | - J Vincent Filoteo
- Department of Psychiatry, University of California San Diego, San Diego, CA, USA
| | - Karen Kayser
- Kent School of Social Work, University of Louisville, Louisville, KY, USA
| | - Sandra E Sephton
- Department of Psychological & Brain Sciences, University of Louisville, Louisville, KY, USA.
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15
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Kalabina S, Belsey J, Pivonka D, Mohamed B, Thomas C, Paterson B. Cost-utility analysis of levodopa carbidopa intestinal gel (Duodopa) in the treatment of advanced Parkinson's disease in patients in Scotland and Wales. J Med Econ 2019; 22:215-225. [PMID: 30484353 DOI: 10.1080/13696998.2018.1553179] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
AIMS To carry out a cost-utility analysis comparing the cost-effectiveness of levodopa carbidopa intestinal gel (LCIG) with standard of care (SOC) in patients with advanced Parkinson's Disease (aPD) unsuitable for apomorphine or deep brain stimulation (DBS). LCIG is the only treatment option in this small, but clinically important, population. METHODS A Markov model with 25 disease states based on disease stage and off-time status plus death. Patients enter the model with aPD spending >50% of their waking day in the off-state. Patients progress through the model in 6-monthly cycles for 20 years to approximate lifetime treatment and capture long-term costs and effects of therapy. Inputs are based on LCIG clinical trials for clinical outcomes and health state utilities, the literature for health state transitions and use UK-based input data wherever possible (drug costs, disease/adverse event management costs, discontinuation rates, mortality rates). LIMITATIONS Data collection can be challenging in this small, elderly population with advanced disease, therefore some model inputs were estimated, rather than collected directly. It was assumed that a reduction in off-time was the only benefit after the first year of treatment with LCIG; this is a conservative approach, since there may be additional clinical benefits. RESULTS There is a considerable incremental gain in quality adjusted life years (QALYs) for patients treated with LCIG of 1.26 QALY with an associated incremental cost-effectiveness ratio (ICER) of £52,110. If the impact on caregivers is included, the ICER reduces to £47,266. CONCLUSIONS In cases where there is an orphan population, with no alternative treatment options, HTA assessments have a broader decision-making framework and the ICER is interpreted in this context. In the setting of a very small population, with considerable unmet need, LCIG represents value for money, as reflected by funding approval across the UK.
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Affiliation(s)
| | | | | | - Biju Mohamed
- c Cardiff and Vale University Health Board , Cardiff , UK
| | - Chris Thomas
- c Cardiff and Vale University Health Board , Cardiff , UK
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16
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Yamabe K, Liebert R, Flores N, Pashos C. Health-related quality-of-life, work productivity, and economic burden among patients with Parkinson's disease in Japan. J Med Econ 2018; 21:1206-1212. [PMID: 30200795 DOI: 10.1080/13696998.2018.1522638] [Citation(s) in RCA: 6] [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] [Indexed: 10/28/2022]
Abstract
AIMS This study aimed to characterize the burden of Parkinson's disease (PD) by examining health-related quality-of-life (HRQoL), impairments to work productivity and daily activities, healthcare resource use, and associated costs among Japanese patients with PD. MATERIALS AND METHODS This retrospective cross-sectional study used data from the 2009-2014 Japan National Health and Wellness Survey (NHWS) (n = 144,692). HRQoL (Short Form 36-Item Health Survey version 2), impairments to work productivity and daily activities (Work Productivity and Activity Impairment Questionnaire), healthcare resource utilization, and annual costs were compared between respondents with PD (n = 133) and controls without PD (n = 144,559). The effect of PD on outcomes was estimated using propensity score weighting and multivariable regression models. RESULTS HRQoL was lower in patients with PD compared to the control group, with reduced physical (41.3 vs 51.3) and mental (35.7 vs 45.4) component summary scores and health state utility scores (0.62 vs 0.77; p < .001 for all). Patients with PD also reported higher levels of absenteeism (19.3% vs 3.3%), presenteeism (45.2% vs 18.5%), overall work impairment (52.8% vs 20.3%), and activity impairment (49.6% vs 20.8%) than controls without PD (p < .001 for all). In addition, patients with PD had higher healthcare resource utilization, direct (¥3,856,921/$37,994 vs ¥715,289/$7,046), and indirect (¥2,573,938/$25,356 vs ¥902,534/$8,891) costs compared with controls without PD (p < .001 for both). LIMITATIONS Data were cross-sectional and did not allow for causal inferences. Although the NHWS demographically represents the Japanese adult population, it is unclear whether it adequately represents the adult population with PD in Japan. CONCLUSIONS PD was associated with poorer HRQoL, greater work productivity loss, and higher direct and indirect costs. The findings suggest that an unmet need exists among patients with PD in Japan. Improving PD treatment and management could benefit both patients and society.
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Affiliation(s)
- Kaoru Yamabe
- a Takeda Pharmaceutical Company Limited , Tokyo , Japan
| | | | | | - Chris Pashos
- c Takeda Pharmaceuticals International Co. , Cambridge , MA , USA
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17
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Adams WR. High-accuracy detection of early Parkinson's Disease using multiple characteristics of finger movement while typing. PLoS One 2017; 12:e0188226. [PMID: 29190695 PMCID: PMC5708704 DOI: 10.1371/journal.pone.0188226] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2017] [Accepted: 11/02/2017] [Indexed: 11/18/2022] Open
Abstract
Parkinson's Disease (PD) is a progressive neurodegenerative movement disease affecting over 6 million people worldwide. Loss of dopamine-producing neurons results in a range of both motor and non-motor symptoms, however there is currently no definitive test for PD by non-specialist clinicians, especially in the early disease stages where the symptoms may be subtle and poorly characterised. This results in a high misdiagnosis rate (up to 25% by non-specialists) and people can have the disease for many years before diagnosis. There is a need for a more accurate, objective means of early detection, ideally one which can be used by individuals in their home setting. In this investigation, keystroke timing information from 103 subjects (comprising 32 with mild PD severity and the remainder non-PD controls) was captured as they typed on a computer keyboard over an extended period and showed that PD affects various characteristics of hand and finger movement and that these can be detected. A novel methodology was used to classify the subjects' disease status, by utilising a combination of many keystroke features which were analysed by an ensemble of machine learning classification models. When applied to two separate participant groups, this approach was able to successfully discriminate between early-PD subjects and controls with 96% sensitivity, 97% specificity and an AUC of 0.98. The technique does not require any specialised equipment or medical supervision, and does not rely on the experience and skill of the practitioner. Regarding more general application, it currently does not incorporate a second cardinal disease symptom, so may not differentiate PD from similar movement-related disorders.
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Affiliation(s)
- Warwick R. Adams
- School of Computing & Mathematics, Charles Sturt University, N.S.W., Australia
- * E-mail:
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18
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19
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Chekani F, Bali V, Aparasu RR. Quality of life of patients with Parkinson's disease and neurodegenerative dementia: A nationally representative study. Res Social Adm Pharm 2016; 12:604-13. [DOI: 10.1016/j.sapharm.2015.09.007] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2015] [Accepted: 09/18/2015] [Indexed: 11/25/2022]
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20
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Oppezzo MA, Michalek AK, Delucchi K, Baiocchi MTM, Barnett PG, Prochaska JJ. Health-related quality of life among veterans in addictions treatment: identifying behavioral targets for future intervention. Qual Life Res 2016; 25:1949-57. [PMID: 26886926 DOI: 10.1007/s11136-016-1236-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/23/2016] [Indexed: 12/30/2022]
Abstract
BACKGROUND US veterans report lower health-related quality of life (HRQoL) relative to the general population. Identifying behavioral factors related to HRQoL that are malleable to change may inform interventions to improve well-being in this vulnerable group. PURPOSE The current study sought to characterize HRQoL in a largely male sample of veterans in addictions treatment, both in relation to US norms and in association with five recommended health behavior practices: regularly exercising, managing stress, having good sleep hygiene, consuming fruits and vegetables, and being tobacco free. METHODS We assessed HRQoL with 250 veterans in addictions treatment (96 % male, mean age 53, range 24-77) using scales from four validated measures. Data reduction methods identified two principal components reflecting physical and mental HRQoL. Model testing of HRQoL associations with health behaviors adjusted for relevant demographic and treatment-related covariates. RESULTS Compared to US norms, the sample had lower HRQoL scores. Better psychological HRQoL was associated with higher subjective social standing, absence of pain or trauma, lower alcohol severity, and monotonically with the sum of health behaviors (all p < 0.05). Specifically, psychological HRQoL was associated with regular exercise, stress management, and sleep hygiene. Regular exercise also related to better physical HRQoL. The models explained >40 % of the variance in HRQoL. CONCLUSIONS Exercise, sleep hygiene, and stress management are strongly associated with HRQoL among veterans in addictions treatment. Future research is needed to test the effect of interventions for improving well-being in this high-risk group.
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Affiliation(s)
- Marily A Oppezzo
- Department of Medicine, Stanford Prevention Research Center, Stanford University, Medical School Office Building, X316, 1265 Welch Road, Stanford, CA, 94305-5411, USA
| | - Anne K Michalek
- Department of Medicine, Stanford Prevention Research Center, Stanford University, Medical School Office Building, X316, 1265 Welch Road, Stanford, CA, 94305-5411, USA
| | - Kevin Delucchi
- Department of Psychiatry, University of California, San Francisco, CA, USA
| | - Michael T M Baiocchi
- Department of Medicine, Stanford Prevention Research Center, Stanford University, Medical School Office Building, X316, 1265 Welch Road, Stanford, CA, 94305-5411, USA
| | - Paul G Barnett
- Department of Psychiatry, University of California, San Francisco, CA, USA.,Health Economics Resource Center, Veterans Affairs Palo Alto Health Care System, Livermore, CA, USA
| | - Judith J Prochaska
- Department of Medicine, Stanford Prevention Research Center, Stanford University, Medical School Office Building, X316, 1265 Welch Road, Stanford, CA, 94305-5411, USA.
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21
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Co-morditities of environmental diseases: A common cause. Interdiscip Toxicol 2014; 7:117-22. [PMID: 26109888 PMCID: PMC4434104 DOI: 10.2478/intox-2014-0016] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2014] [Revised: 08/01/2014] [Accepted: 08/02/2014] [Indexed: 12/29/2022] Open
Abstract
The global pandemic of non-vector borne environmental diseases may, in large part, be attributed to chronic exposures to ever increasing levels of exogenous lipophilic chemicals. These chemicals include persistent organic pollutants, semi-volatile compounds and low molecular weight hydrocarbons. Such chemicals facilitate the sequential absorption of otherwise not absorbed more toxic hydrophilic species that attack numerous body organs and systems, leading to environmental disease. Co-morbidities of non-communicable environmental diseases are alarmingly high, with as many as half of all individuals chronically ill with two or more diseases. Co-morbidity is to be anticipated, since all of the causative chemicals identified have independently been shown to trigger the individual diseases.
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22
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Simpson P. A prodromal, musculoskeletal presentation of Parkinson's disease: A case report. INT J OSTEOPATH MED 2014. [DOI: 10.1016/j.ijosm.2014.06.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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23
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Sheard JM, Ash S, Mellick GD, Silburn PA, Kerr GK. Improved nutritional status is related to improved quality of life in Parkinson's disease. BMC Neurol 2014; 14:212. [PMID: 25403709 PMCID: PMC4237731 DOI: 10.1186/s12883-014-0212-1] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2013] [Accepted: 10/27/2014] [Indexed: 01/04/2023] Open
Abstract
Background Quality of life is poorer in Parkinson’s disease than in other conditions and in the general population without Parkinson’s disease. Malnutrition also results in poorer quality of life. This study aimed at determining the relationship between quality of life and nutritional status. Methods Community-dwelling people with Parkinson’s disease >18 years old were recruited. The Patient-Generated Subjective Global Assessment (PG-SGA) assessed nutritional status. The Parkinson’s Disease Questionnaire 39 (PDQ-39) measured quality of life. Phase I was cross-sectional. The malnourished in Phase I were eligible for a nutrition intervention phase, randomised into 2 groups: standard care (SC) with provision of nutrition education materials only and intervention (INT) with individualised dietetic advice and regular weekly follow-up. Data were collected at baseline, 6 weeks, and 12 weeks. Results Phase I consisted of 120 people who completed the PDQ-39. Phase II consisted of 9 in the SC group and 10 in the INT group. In Phase I, quality of life was poorer in the malnourished, particularly for mobility and activities of daily living domains. There was a significant correlation between PG-SGA and PDQ-39 scores (Phase I, rs = 0.445, p = .000; Phase II, rs = .426, p = .002). In Phase II, no significant difference in the PDQ-39 total or sub-scores was observed between the INT and SC groups; however, there was significant improvement in the emotional well-being domain for the entire group, X2(2) = 8.84, p = .012. Conclusions Malnourished people with Parkinson’s disease had poorer quality of life than the well-nourished, and improvements in nutritional status resulted in quality of life improvements. Attention to nutritional status is an important component of quality of life and therefore the total care of people with Parkinson’s disease. Trial registration ACTRN12610000819022
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Affiliation(s)
- Jamie M Sheard
- School of Exercise and Nutrition Sciences, Queensland University of Technology, Brisbane, Queensland, Australia.
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24
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Czira ME, Baune BT, Roesler A, Pfadenhauer K, Trenkwalder C, Berger K. Association between neurological disorders, functioning, and mortality in the elderly. Acta Neurol Scand 2014; 130:283-91. [PMID: 24484054 DOI: 10.1111/ane.12220] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/18/2013] [Indexed: 12/19/2022]
Abstract
OBJECTIVES In aging populations, the prevalence of neurological disorders increases, which imposes high population burden in terms of mortality, disability, and impaired quality of life. The aim of this study was to assess the prevalence of common neurological disorders and signs and their association with functioning and mortality in an elderly general population. MATERIALS AND METHODS We used data from the Memory and Morbidity in Augsburg Elderly (MEMO) project, a population-based study of 385 individuals aged ≥65. The prevalence of neurological disorders and signs was assessed by physical examination and medical interview. The basic and instrumental activities of daily living were assessed (ADL, IADL). We assessed the association of neurological disorders and signs with everyday functioning and prospectively analyzed their relationship with mortality. RESULTS We observed considerably impaired functioning for cases with stroke, TIA, PD, and mild motor parkinsonian signs (MMPS). All-cause mortality was significantly increased in participants with stroke and MMPS, even after adjusting for co-variables (HR = 2.71 and 1.80, respectively). CONCLUSIONS We found that not only specific neurological disorders, but also earlier symptoms are related to impaired functioning and predict mortality in the elderly. These findings have potential clinical relevance for screening and early detection of individuals at risk.
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Affiliation(s)
- M. E. Czira
- Institute of Epidemiology and Social Medicine; University of Muenster; Muenster Germany
| | - B. T. Baune
- Discipline of Psychiatry; School of Medicine; University of Adelaide; Adelaide South Australia Australia
| | - A. Roesler
- Department of Neuroradiology; Zentralklinikum Augsburg; Augsburg Germany
| | - K. Pfadenhauer
- Department of Neurology; Zentralklinikum Augsburg; Augsburg Germany
| | | | - K. Berger
- Institute of Epidemiology and Social Medicine; University of Muenster; Muenster Germany
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25
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Palacios N, Gao X, Schwarzschild M, Ascherio A. Declining quality of life in Parkinson disease before and after diagnosis. JOURNAL OF PARKINSONS DISEASE 2014; 2:153-60. [PMID: 23939439 DOI: 10.3233/jpd-2012-12083] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
We sought to assess the quality of life in PD patients before the diagnosis, in comparison to age-matched individuals free of PD, among participants in two large prospective cohorts of men and women. Components of the Short-Form Health Status Survey (SF36) were administered to all participants in 1996 and 2008 in the Health Professionals Follow-up Study (HPFS), and in 1992, 1996, 2000 and 2004 in the Nurses' Health Study (NHS). We used scores in 7 health-related quality of life-dimensions, that were rated from 1(worst) to 100(best) points. We fitted a multivariate mixed-effect model with repeated measures to estimate the expected decline with age and compared that to the decline observed among PD cases by time to diagnosis. 454 men and 414 women with PD contributed data to the analyses. A decline in physical function in PD patients relative to the whole cohort began approximately 7.5 years prior to diagnosis in women and 3 years prior to diagnosis in men, and continued to decline thereafter with a rate of 2.35 and 1.43 points per year in women and men respectively (p < 0.001 for both). For comparison, the average yearly decline in individuals without PD was 0.42 and 0.23 points per year in women and men respectively. Other measures of quality of life (only available in women) declined in a similar pattern to physical function. In summary, the quality of life in PD patients begins to decline years before the diagnosis.
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Affiliation(s)
- Natalia Palacios
- Department of Nutrition, Harvard School of Public Health, Boston, MA 02115, USA.
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26
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Diaz RJ, Maggacis N, Zhang S, Cusimano MD. Determinants of quality of life in patients with skull base chordoma. J Neurosurg 2014; 120:528-37. [DOI: 10.3171/2013.9.jns13671] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Object
Skull base chordomas can be managed by surgical intervention and adjuvant radiotherapy. As survival for this disease increases, identification of determinants of quality of life becomes an important focus for guiding comprehensive patient care. In this study the authors sought to measure functional outcome and quality of life in patients with skull base chordomas and to identify determinants of quality of life in these patients.
Methods
The authors carried out an internet-based cross-sectional survey, collecting detailed data for 83 individual patients. Demographic and clinical variables were evaluated. Functional outcomes were determined by Karnofsky Performance Scale (KPS) and Glasgow Outcome Scale Extended (GOSE), quality of life was measured using the 36-Item Short Form Health Survey (SF-36), and depression was assessed using Patient Health Questions–9 (PHQ-9) instrument. Caregiver burden was assessed using the Zarit Burden Interview (ZBI). Univariate and multivariate analysis was performed to identify determinants of the physical and mental components of the SF-36.
Results
Patients with skull base chordomas who have undergone surgery and/or radiation treatment had a median KPS score of 90 (range 10–100, IQR 10) and a median GOSE score of 8 (range 2–8, IQR 3). The mean SF-36 Physical Component Summary score (± SD) was 43.6 ± 11.8, the mean Mental Component Summary score was 44.2 ±12.6, and both were significantly lower than norms for the general US population (p < 0.001). The median PHQ-9 score was 5 (range 0–27, IQR 8). A PHQ-9 score of 10 or greater, indicating moderate to severe depression, was observed in 29% of patients. The median ZBI score was 12 (range 0–27, IQR 11), indicating a low burden. Neurological deficit, use of pain medication, and requirement for corticosteroids were found to be associated with worse SF-36 Physical Component Summary score, while higher levels of depression (higher PHQ-9 score) correlated with worse SF-36 Mental Component Summary score.
Conclusions
Patients with skull base chordomas have a lower quality of life than the general US population. The most significant determinants of quality of life in the posttreatment phase in this patient population were neurological deficits (sensory deficit and bowel/bladder dysfunction), pain medication use, corticosteroid use, and levels of depression as scored by PHQ-9.
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Affiliation(s)
- Roberto Jose Diaz
- 1Division of Neurosurgery, Department of Surgery, St. Michael's Hospital, University of Toronto; and
- 2Arthur & Sonia Labatt Brain Tumour Research Centre, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Nicole Maggacis
- 1Division of Neurosurgery, Department of Surgery, St. Michael's Hospital, University of Toronto; and
| | - Shudong Zhang
- 1Division of Neurosurgery, Department of Surgery, St. Michael's Hospital, University of Toronto; and
| | - Michael D. Cusimano
- 1Division of Neurosurgery, Department of Surgery, St. Michael's Hospital, University of Toronto; and
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27
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Gribble PA, Delahunt E, Bleakley CM, Caulfield B, Docherty CL, Fong DTP, Fourchet F, Hertel J, Hiller CE, Kaminski TW, McKeon PO, Refshauge KM, van der Wees P, Vicenzino W, Wikstrom EA. Selection criteria for patients with chronic ankle instability in controlled research: a position statement of the International Ankle Consortium. J Athl Train 2014; 49:121-7. [PMID: 24377963 PMCID: PMC3917288 DOI: 10.4085/1062-6050-49.1.14] [Citation(s) in RCA: 282] [Impact Index Per Article: 28.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
While research on chronic ankle instability (CAI) and awareness of its impact on society and health care systems has grown substantially in the last 2 decades, the inconsistency in participant or patient selection criteria across studies presents a potential obstacle to addressing the problem properly. This major gap within the literature limits the ability to generalize this evidence to the target patient population. Therefore, there is a need to provide standards for patient or participant selection criteria in research focused on CAI with justifications using the best available evidence. The International Ankle Consortium provides this position paper to present and discuss an endorsed set of selection criteria for patients with CAI based on the best available evidence to be used in future research and study designs. These recommendations will enhance the validity of research conducted in this clinical population with the end goal of bringing the research evidence to the clinician and patient.
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Affiliation(s)
| | | | | | | | | | | | - François Fourchet
- Aspire Health Centre, National Sports Medicine Programme (NSMP), Doha, Qatar
| | - Jay Hertel
- The University of Virginia, Charlottesville
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Ghorbani Saeedian R, Nagyova I, Klein D, Skorvanek M, Rosenberger J, Gdovinova Z, Groothoff JW, van Dijk JP. Self-rated health mediates the association between functional status and health-related quality of life in Parkinson's disease. J Clin Nurs 2013; 23:1970-7. [PMID: 24354845 DOI: 10.1111/jocn.12442] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/27/2013] [Indexed: 11/30/2022]
Abstract
AIMS AND OBJECTIVES To explore whether self-rated health acts as a potential mediator in the association between functional status and health-related quality of life in Parkinson's disease. BACKGROUND Older persons (as most patients with Parkinson's disease are) who reported poor self-rated health compared with those with excellent self-rated health were two-and-a-half times more likely to have experienced a decline in functional ability. DESIGN Cross-sectional. METHODS Socio-demographic and clinical data of the patients (n = 176) were obtained during a structured interview and from medical records. Functional status was measured with the Unified Parkinson's Disease Rating Scale (total score), self-rated health with the first item of the Short-Form 36-item Health Survey Questionnaire and health-related quality of life with the disease-specific questionnaire called the Parkinson's Disease Quality of Life Questionnaire-39. Multiple linear regression analyses and the Sobel test were employed to assess mediation. RESULTS Self-rated health seems to have a mediating effect on the association between functional status and health-related quality of life. The Sobel test confirmed an indirect effect of functional status via self-rated health on health-related quality of life and showed a statistically significant indirect effect of functional status on health-related quality of life via self-rated health against the direct route without the mediator. CONCLUSIONS Self-rated health partially mediates the deteriorating effect of functional status on health-related quality of life. RELEVANCE TO CLINICAL PRACTICE Supportive and adaptation psychosocial intervention programmes leading to restored self-rated health may enhance the quality of life regardless of disability in Parkinson's disease.
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Affiliation(s)
- Radka Ghorbani Saeedian
- Graduate School Kosice Institute for Society and Health, Faculty of Medicine, Safarik University, Kosice, Slovak Republic; Institute of Public Health, Department of Social Medicine, Faculty of Medicine, Safarik University, Kosice, Slovak Republic
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Toh SFM. A Systematic Review on the Effectiveness of Tai Chi Exercise in Individuals with Parkinson's Disease from 2003 to 2013*. Hong Kong J Occup Ther 2013. [DOI: 10.1016/j.hkjot.2013.11.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022] Open
Abstract
Objective/Background This study aims to review the current evidence on the effectiveness of Tai Chi exercise in individuals with Parkinson's disease (PD) in the past 10 years. Methods A systematic review of studies published in English from 2003 to 2013, retrieved from three electronic databases—MEDLINE, Cumulative Index to Nursing and Allied Health Literature, and ScienceDirect—was performed. The review selected only those studies that investigated the effects of Tai Chi exercise on individuals with PD and had a full-length publication. Methodological qualities of the randomized control trials were appraised based on the modified Jadad scale. Results Of the 702 articles, eight publications, including four randomized controlled trials, two single-arm intervention studies, and two case reports, were reviewed. Results of this review show that there is an inconsistency of strong empirical evidence to support the efficacy of Tai Chi exercise in the PD population. Furthermore, this review reveals that there is a lack of scientific rigor in the experimental designs of the trials conducted to examine the effects of Tai Chi intervention on the PD population. Conclusion Because of the small sample and inconclusive results, this review cannot provide a firm conclusion to support or refute the effectiveness of Tai Chi in improving motor or nonmotor performance in patients with PD. Further research is required to investigate whether there are specific benefits of Tai Chi for people with PD in these areas and future review should include non-English studies, which examine the use of Tai Chi with this type of population.
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Affiliation(s)
- Sharon Fong Mei Toh
- Department of Rehabilitation (Occupational Therapy), Khoo Teck Puat Hospital, Singapore
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Gribble PA, Delahunt E, Bleakley C, Caulfield B, Docherty C, Fourchet F, Fong DTP, Hertel J, Hiller C, Kaminski T, McKeon P, Refshauge K, van der Wees P, Vicenzino B, Wikstrom E. Selection criteria for patients with chronic ankle instability in controlled research: a position statement of the International Ankle Consortium. Br J Sports Med 2013; 48:1014-8. [PMID: 24255768 DOI: 10.1136/bjsports-2013-093175] [Citation(s) in RCA: 256] [Impact Index Per Article: 23.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
While research on chronic ankle instability (CAI) and awareness of its impact on society and health care systems has grown substantially in the last 2 decades, the inconsistency in participant/patient selection criteria across studies presents a potential obstacle to addressing the problem properly. This major gap within the literature limits the ability to generalise this evidence to the target patient population. Therefore, there is a need to provide standards for patient/participant selection criteria in research focused on CAI with justifications using the best available evidence. The International Ankle Consortium provides this position paper to present and discuss an endorsed set of selection criteria for patients with CAI based on the best available evidence to be used in future research and study designs. These recommendations will enhance the validity of research conducted in this clinical population with the end goal of bringing the research evidence to the clinician and patient.
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Affiliation(s)
| | - Eamonn Delahunt
- School of Public Health, Physiotherapy and Population Science, University College Dublin, Dublin, Ireland
| | | | - Brian Caulfield
- School of Physiotherapy, University College Dublin, Dublin, UK
| | | | | | - Daniel Tik-Pui Fong
- Department of Orthopaedics and Traumatology, The Chinese University of Hong Kong, Hong Kong, China
| | - Jay Hertel
- Kinesiology Program, University of Virginia, Charlottesville, Virginia, USA
| | - Claire Hiller
- Department of Physiotherapy, University of Sydney, Sydney, New South Wales, Australia
| | - Thomas Kaminski
- Department of Health, Nutrition and Exercise Sciences, University of Delaware, Newark, New Jersey, USA
| | - Patrick McKeon
- Department of Rehabilitation Sciences, University of Kentucky, Lexington, Kentucky, USA
| | - Kathryn Refshauge
- Department of Physiotherapy, University of Sydney, Sydney, New South Wales, Australia
| | | | - Bill Vicenzino
- Department of Physiotherapy, University of Queensland, Brisbane, Queensland, Australia
| | - Erik Wikstrom
- University of North Carolina, Charlotte, North Carolina, USA
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Selection criteria for patients with chronic ankle instability in controlled research: a position statement of the International Ankle Consortium. J Orthop Sports Phys Ther 2013; 43:585-91. [PMID: 23902805 DOI: 10.2519/jospt.2013.0303] [Citation(s) in RCA: 330] [Impact Index Per Article: 30.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
The International Ankle Consortium is an international community of researchers and clinicians whose primary scholastic purpose is to promote scholarship and dissemination of research-informed knowledge related to pathologies of the ankle complex. The constituents of the International Ankle Consortium and other similar organizations have yet to properly define the clinical phenomenon known as chronic ankle instability (CAI) and its related characteristics for consistent patient recruitment and advancement of research in this area. Although research on CAI and awareness of its impact on society and healthcare systems have grown substantially in the last 2 decades, the inconsistency in participant/patient selection criteria across studies presents a potential obstacle to addressing the problem properly. This major gap within the literature limits the ability to generalize this evidence to the target patient population. Therefore, there is a need to provide standards for patient/participant selection criteria in research focused on CAI, with justifications using the best available evidence.
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Musculoskeletal problems in Parkinson's disease: Neglected issues. Parkinsonism Relat Disord 2013; 19:666-9. [DOI: 10.1016/j.parkreldis.2013.03.002] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2012] [Revised: 01/24/2013] [Accepted: 03/10/2013] [Indexed: 11/30/2022]
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Kowal SL, Dall TM, Chakrabarti R, Storm MV, Jain A. The current and projected economic burden of Parkinson's disease in the United States. Mov Disord 2013; 28:311-8. [PMID: 23436720 DOI: 10.1002/mds.25292] [Citation(s) in RCA: 444] [Impact Index Per Article: 40.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2012] [Revised: 10/04/2012] [Accepted: 10/21/2012] [Indexed: 12/15/2022] Open
Abstract
Parkinson's disease (PD), following Alzheimer's disease, is the second-most common neurodegenerative disorder in the United States. A lack of treatment options for changing the trajectory of disease progression, in combination with an increasing elderly population, portends a rising economic burden on patients and payers. This study combined information from nationally representative surveys to create a burden of PD model. The model estimates disease prevalence, excess healthcare use and medical costs, and nonmedical costs for each demographic group defined by age and sex. Estimated prevalence rates and costs were applied to the U.S. Census Bureau's 2010 to 2050 population data to estimate current and projected burden based on changing demographics. We estimate that approximately 630,000 people in the United States had diagnosed PD in 2010, with diagnosed prevalence likely to double by 2040. The national economic burden of PD exceeds $14.4 billion in 2010 (approximately $22,800 per patient). The population with PD incurred medical expenses of approximately $14 billion in 2010, $8.1 billion higher ($12,800 per capita) than expected for a similar population without PD. Indirect costs (e.g., reduced employment) are conservatively estimated at $6.3 billion (or close to $10,000 per person with PD). The burden of chronic conditions such as PD is projected to grow substantially over the next few decades as the size of the elderly population grows. Such projections give impetus to the need for innovative new treatments to prevent, delay onset, or alleviate symptoms of PD and other similar diseases.
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Musculoskeletal problems in Parkinson’s disease. J Neural Transm (Vienna) 2013; 120:537-42. [DOI: 10.1007/s00702-012-0960-2] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2012] [Accepted: 12/11/2012] [Indexed: 10/27/2022]
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Boakye M, Leigh BC, Skelly AC. Quality of life in persons with spinal cord injury: comparisons with other populations. J Neurosurg Spine 2012; 17:29-37. [DOI: 10.3171/2012.6.aospine1252] [Citation(s) in RCA: 71] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Object
The aim of this study was to identify the quality of life (QOL) measures commonly used to assess patients with spinal cord injury (SCI) and to summarize studies using common QOL measures that have been validated in SCI populations to compare scores in persons with SCI with those in a control population.
Methods
A systematic search of PubMed was conducted to identify studies using common QOL measures in persons with SCI and those comparing scores for QOL measures in an SCI population with scores in other populations. The authors sought comparative studies utilizing QOL measures for which validity and reliability analyses had been done.
Results
Of 28 QOL measures found, validity and reliability studies had been conducted in patients with SCI for 5 measures. Twelve comparative studies compared QOL in SCI patients with QOL in healthy controls or in patients with other disabilities, or with normative data. The 36-Item Short Form Health Survey (SF-36) and the short version of the WHOQOL (WHOQOL-BREF) were the most widely used QOL instruments. Patients with SCI had a decreased QOL as compared with that in healthy controls or normative data, with the most pronounced deficits in the domains of physical functioning and physical role limitations. In 3 studies, patients with tetraplegia had a lower physical domain QOL than did those with paraplegia. Overall, however, the impact of injury level and injury completeness on QOL after SCI remains unclear due to a lack of longitudinal studies.
Conclusions
The SF-36 and WHOQOL-BREF are validated instruments that should be considered for use in SCI QOL studies. Future analysis of deficits in QOL among patients with SCI would benefit from the development of a QOL instrument specifically targeted to SCI. Longitudinal studies to assess the impact of injury level and injury completeness on SCI QOL are also needed.
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Affiliation(s)
- Maxwell Boakye
- 1Center for Advanced Neurosurgery, University of Louisville, and Robley Rex Veterans Administration Hospital, Louisville, Kentucky; and
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Carda S, Invernizzi M, Baricich A, Comi C, Croquelois A, Cisari C. Robotic gait training is not superior to conventional treadmill training in parkinson disease: a single-blind randomized controlled trial. Neurorehabil Neural Repair 2012; 26:1027-34. [PMID: 22623206 DOI: 10.1177/1545968312446753] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
BACKGROUND The use of robots for gait training in Parkinson disease (PD) is growing, but no evidence points to an advantage over the standard treadmill. METHODS In this randomized, single-blind controlled trial, participants aged <75 years with early-stage PD (Hoehn-Yahr <3) were randomly allocated to 2 groups: either 30 minutes of gait training on a treadmill or in the Lokomat for 3 d/wk for 4 weeks. Patients were evaluated by a physical therapist blinded to allocation before and at the end of treatment and then at the 3- and 6-month follow-up. The primary outcome measure was the 6-minute walk test. RESULTS Of 334 screened patients, the authors randomly allocated 30 to receive gait training with treadmill or the Lokomat. At baseline, the 2 groups did not differ. At the 6-month follow-up, both groups had improved significantly in the primary outcome measure (treadmill: mean = 490.95 m, 95% confidence interval [CI] = 448.56-533.34, P = .0006; Lokomat: 458.6 m, 95% CI = 417.23-499.96, P = .01), but no significant differences were found between the 2 groups (P = .53). DISCUSSION Robotic gait training with the Lokomat is not superior to treadmill training in improving gait performance in patients with PD. Both approaches are safe, with results maintained for up to 6 months.
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Health-related quality-of-life status in Veterans with spinal disorders. Qual Life Res 2012; 22:45-52. [DOI: 10.1007/s11136-012-0121-y] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/17/2012] [Indexed: 01/17/2023]
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Farzanegan G, Alghasi M, Safari S. Quality-of-Life Evaluation of Patients Undergoing Lumbar Discectomy Using Short Form 36. Anesth Pain Med 2011; 1:73-6. [PMID: 25729660 PMCID: PMC4335744 DOI: 10.5812/kowsar.22287523.1998] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2011] [Revised: 08/25/2011] [Accepted: 08/27/2011] [Indexed: 11/16/2022] Open
Abstract
Background: Back pain is one of the most common health problems for which physicians are consulted, and it can considerably decrease the quality of life of patients during a great part of their lives. Objectives: Our study was designed for assessing the improvement in the quality of life of patients undergoing lumbar discectomy for chronic low back pain. Patients and Methods: We included 148 patients with chronic low back pain in the analytic observational study. Using the 36-Item Short-Form Health Survey (SF-36), we evaluated the quality of life before and 6 and 12 months after lumbar discectomy. Results: Physical and mental health scores of patients significantly improved after 6 and 12 months of lumbar discectomy. The mean improvement in physical health scores was significantly higher in female patients than in male patients. However, the improvement in mental health scores was not significantly difference between the 2 sexes and the educational and body mass index (BMI) groups. Conclusions: Lumbar discectomy improves both the physical and mental health subscale of the quality of life in patients with chronic disc herniation.
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Affiliation(s)
- Gholamreza Farzanegan
- Department of Neurosurgery, Baqiyatallah University of Medical Sciences, Tehran, Iran
- Corresponding author: Gholamreza Farzanegan, Neurosurgery Research Center, Baqiyatallah University of Medical Sciences, Vanak Sq. , Mollasadra Ave. , P O. Box: 19945-587, Tehran, Iran. Tel: +98-2122590769, E-mail:
| | - Mohsen Alghasi
- Department of Neurosurgery, Tehran University of Medical Sciences, Tehran, Iran
| | - Saeid Safari
- Department of Anesthesiology, Tehran University of Medical Sciences, Tehran, Iran
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39
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Quality-of-Life Evaluation of Patients Undergoing Lumbar Discectomy Using Short Form 36. Anesth Pain Med 2011. [DOI: 10.5812/aapm.1998] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
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Andreadou E, Anagnostouli M, Vasdekis V, Kararizou E, Rentzos M, Kontaxis T, Evdokimidis I. The impact of comorbidity and other clinical and sociodemographic factors on health-related quality of life in Greek patients with Parkinson's disease. Aging Ment Health 2011; 15:913-21. [PMID: 21547746 DOI: 10.1080/13607863.2011.569477] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
OBJECTIVES This study was designed to evaluate the impact of other common self-reported comorbid disorders (hypertension, dyslipidemia, ischemic heart disease, diabetes mellitus, minor stroke, arthritis, low back pain or osteoporosis and depression) on health-related Quality of Life (HRQoL) of Parkinson's disease (PD) patients and to explore the association of their HRQoL with various sociodemographic and clinical factors. METHODS Data about age, gender, education, occupation, income, marital and residential status, social relations, disease duration, functional status, treatment and concomitant diseases were collected of 139 Greek patients (68 men and 71 women) with PD. Patients were consecutively recruited from the outpatient clinic of the first Neurology Department of Athens National University at Aeginition Hospital. Disease severity was assessed using the unified Parkinson's disease rating scale including Hoehn and Yahr and Schwab and England (S&E) scales. HRQoL was measured by the specific Parkinson's disease questionnaire (PDQ-39). A multivariate multiple regression model with normal errors was used for the statistical analysis. RESULTS The main determinants of HRQoL were low degree of independence measured by the S&E scale (F = 35.942, p < 0.001), social isolation (F = 20.508, p < 0.001), disease duration (F = 14.983, p < 0.001), sleep (F = 6.507, p = 0.013) and gastrointestinal disturbances (F = 4.643, p = 0.035) and the presence of depression (F = 6.022, p = 0.017). CONCLUSION Among the other chronic comorbidities only depression was associated with a poor HRQoL in PD patients. Functional dependence and social isolation contributed most to worse HRQoL. Our findings suggest that adequate social support and management of depression, sleep and gastrointestinal disturbances could reduce the distress and improve HRQoL in patients with PD.
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Affiliation(s)
- Elisabeth Andreadou
- 1st Department of Neurology, Medical School, Athens National and Kapodistrian University, 'Aeginition' Hospital, Greece.
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Kleiner-Fisman G, Stern MB, Fisman DN. Health-related quality of life in Parkinson disease: correlation between Health Utilities Index III and Unified Parkinson's Disease Rating Scale (UPDRS) in U.S. male veterans. Health Qual Life Outcomes 2010; 8:91. [PMID: 20799993 PMCID: PMC2939643 DOI: 10.1186/1477-7525-8-91] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2009] [Accepted: 08/30/2010] [Indexed: 01/11/2023] Open
Abstract
Objective To apply a scaled, preference-based measure to the evaluation of health-related quality of life (HRQoL) in Parkinson's disease (PD); to evaluate the relationship between disease-specific rating scales and estimated HRQoL; and to identify predictors of diminished HRQoL. Background Scaled, preference-based measures of HRQoL ("utilities") serve as indices of impact of disease, and can be used to generate quality-adjusted estimates of survival for health-economic evaluations. Evaluation of utilities for PD and their correlation with standard rating scales have been limited. Methods Utilities were generated using the Health Utilities Index Mark III (HUI-III) on consecutive patients attending a PD Clinic between October 2003 and June 2006. Disease severity, medical, surgical (subthalamic nucleus deep brain stimulation (STN-DBS)), and demographic information were used as model covariates. Predictors of HUI-III utility scores were evaluated using the Wilxocon rank-sum test and linear regression models. Results 68 men with a diagnosis of PD and a mean age of 74.0 (SD 7.4) were included in the data analysis. Mean HUI-III utility at first visit was 0.45 (SD 0.33). In multivariable models, UPDRS-II score (r2 = 0.56, P < 0.001) was highly predictive of HRQoL. UPDRS-III was a weaker, but still significant, predictor of utility scores, even after adjustment for UPDRS-II (P = 0.01). Conclusions Poor self-care in PD reflected by worsening UPDRS-II scores is strongly correlated with low generic HRQoL. HUI-III-based health utilities display convergent validity with the UPDRS-II. These findings highlight the importance of measures of independence as determinants of HRQoL in PD, and will facilitate the utilization of existing UPDRS data into economic analyses of PD therapies.
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Health-related quality of life and emotional status of anophthalmic patients in Korea. Am J Ophthalmol 2010; 149:1005-1011.e1. [PMID: 20231012 DOI: 10.1016/j.ajo.2009.12.036] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2009] [Revised: 12/19/2009] [Accepted: 12/21/2009] [Indexed: 11/21/2022]
Abstract
PURPOSE To evaluate the health-related quality of life and emotional status of anophthalmic patients. DESIGN Prospective, cross-sectional study. METHODS The study included 134 monocular anophthalmic patients and 48 healthy volunteers who visited the department of Ophthalmology at the Yonsei University College of Medicine, Seoul, Korea, between July and December 2008. Surveys were administered to participants to evaluate their sociodemographic characteristics and disease-related factors. Data collected from the Short-Form 36-Item Health Survey (SF-36) and the Hospital Anxiety and Depression Scale survey instruments were analyzed to identify significant differences and correlations between categories. RESULTS Anophthalmic patients scored lower in all categories of SF-36 compared with controls. Married females and participants with children generally had lower scores on the SF-36, and some of the differences were statistically significant. There were significant negative correlations between all SF-36 scores and participant self-evaluations on whether they had negative feelings regarding their social interpersonal relationships as a result of wearing prostheses. Those who scored higher on the Hospital Anxiety and Depression Scale anxiety and depression scales tended to evade social interrelations significantly. CONCLUSIONS Anophthalmic patients had lower health-related quality-of-life scores than healthy individuals. This finding was particularly evident in terms of the patients' own perceptions of their social relationships, which were negatively affected by their use of prosthetic eyes. Such perceptions reduced their quality of life and heightened their anxiety and depression. Therefore, it is important to evaluate both the physical and emotional well-being of anophthalmic patients to identify those patients who will need additional physical and mental support.
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Chotinaiwattarakul W, Dayalu P, Chervin RD, Albin RL. Risk of sleep-disordered breathing in Parkinson's disease. Sleep Breath 2010; 15:471-8. [PMID: 20473719 DOI: 10.1007/s11325-010-0362-3] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2010] [Revised: 04/28/2010] [Accepted: 05/03/2010] [Indexed: 12/22/2022]
Abstract
OBJECTIVE The objective of this study is to assess the risk of sleep-disordered breathing (SDB) in patients with Parkinson's disease (PD) in a cross-sectional survey of PD subjects and controls in a university-based movement disorders clinic. METHODS One hundred thirty-four consecutive PD subjects and 94 control subjects without prior diagnosis of SDB were assessed. Participants were assessed with clinical history, Unified Parkinson's Disease Rating Scale, Geriatric Depression Scale, Berlin Questionnaire to classify SDB risk, Epworth Sleepiness Scale, Parkinson's Disease Sleep Scale, and SF-36 to examine quality of life. The presence of risk for SDB was assessed by the Berlin Questionnaire. RESULTS High risk for SDB was apparent in 66 (49.3%) of the PD patients and 32 (34.8%) of the controls. After adjustment for age, gender, and body mass index (BMI), PD subjects in comparison to controls showed higher risk for SBD (odds ratio = 2.81; 95% confidence interval, 1.36-5.82). Quality of life (physical component score) was significantly diminished in PD patients at high risk for SDB. PD severity did not correlate well with SDB risk. PD patients at high risk for SDB had higher BMIs and Epworth scores. CONCLUSIONS PD patients have features suggesting increased risk for SDB. This frequently undiagnosed sleep disorder may have a substantial impact on quality of life of PD patients.
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Lee H, Roh HS, Yoon JS, Lee SY. Assessment of quality of life and depression in Korean patients with Graves' ophthalmopathy. KOREAN JOURNAL OF OPHTHALMOLOGY 2010; 24:65-72. [PMID: 20379454 PMCID: PMC2851004 DOI: 10.3341/kjo.2010.24.2.65] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2009] [Accepted: 03/08/2010] [Indexed: 11/23/2022] Open
Abstract
Purpose To assess quality of life and depressive status in Korean patients with Graves' ophthalmopathy. Methods A cross-sectional study of 49 patients (mean age, 41 years; sex ratio, M:F=11:38) with Graves' ophthalmopathy (referred to as the Graves' group) and 48 age-matched and sex-matched controls (mean age, 40.2 years; sex ratio, M:F=11:37) was performed using the Korean version of the 36-item Short-Form General Health Survey (SF-36) questionnaire and the Beck Depression Inventory (BDI). Survey data was compared among patients with mild, moderately severe, and sight-threatening Graves' ophthalmopathy and between patients with low (0 or 1) or high (2 or 3) Gorman scores. Results Those in the Graves' group scored significantly lower on all categories of the SF-36, as compared to the control group (p<0.05). The 4 patients with sight-threatening Graves' had significantly lower scores for physical functioning, role limitations due to physical health, and the physical component summary of the SF-36, when compared with the 28 patients with mild Graves' and the 17 patients with moderately severe Graves' (p<0.05). The 17 patients in the high Gorman score group had lower physical component summary scores than the 32 patients in the low Gorman score group (p=0.03). The 16 patients with BDI scores ≥16 had significantly lower scores on the SF-36 and higher clinical activity scores, as compared to the 33 patients with BDI scores <16 (p<0.05). Conclusions Patients with Graves' ophthalmopathy had reduced health-related quality of life and were more likely to be depressed, especially those with a sight threatening condition or significant diplopia. It is important to identify these patients to provide the necessary psychological support.
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Affiliation(s)
- Hun Lee
- Department of Ophthalmology, Institute of Vision Research, Yonsei University College of Medicine, Seoul, Korea
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Munneke M, Nijkrake MJ, Keus SH, Kwakkel G, Berendse HW, Roos RA, Borm GF, Adang EM, Overeem S, Bloem BR. Efficacy of community-based physiotherapy networks for patients with Parkinson's disease: a cluster-randomised trial. Lancet Neurol 2009; 9:46-54. [PMID: 19959398 DOI: 10.1016/s1474-4422(09)70327-8] [Citation(s) in RCA: 108] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
BACKGROUND Many patients with Parkinson's disease are treated with physiotherapy. We have developed a community-based professional network (ParkinsonNet) that involves training of a selected number of expert physiotherapists to work according to evidence-based recommendations, and structured referrals to these trained physiotherapists to increase the numbers of patients they treat. We aimed to assess the efficacy of this approach for improving health-care outcomes. METHODS Between February, 2005, and August, 2007, we did a cluster-randomised trial with 16 clusters (defined as community hospitals and their catchment area). Clusters were randomly allocated by use of a variance minimisation algorithm to ParkinsonNet care (n=8) or usual care (n=8). Patients were assessed at baseline and at 8, 16, and 24 weeks of follow-up. The primary outcome was a patient preference disability score, the patient-specific index score, at 16 weeks. Health secondary outcomes were functional mobility, mobility-related quality of life, and total societal costs over 24 weeks. Analysis was by intention to treat. This trial is registered, number NCT00330694. FINDINGS We included 699 patients. Baseline characteristics of the patients were comparable between the ParkinsonNet clusters (n=358) and usual-care clusters (n=341). The primary endpoint was similar for patients within the ParkinsonNet clusters (mean 47.7, SD 21.9) and control clusters (48.3, 22.4). Health secondary endpoints were also similar for patients in both study groups. Total costs over 24 weeks were lower in ParkinsonNet clusters compared with usual-care clusters (difference euro727; 95% CI 56-1399). INTERPRETATION Implementation of ParkinsonNet networks did not change health outcomes for patients living in ParkinsonNet clusters. However, health-care costs were reduced in ParkinsonNet clusters compared with usual-care clusters. FUNDING ZonMw; Netherlands Organisation for Scientific Research; Dutch Parkinson's Disease Society; National Parkinson Foundation; Stichting Robuust.
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Affiliation(s)
- Marten Munneke
- Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Nijmegen Medical Centre, Nijmegen, Netherlands
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Pogoda TK, Cramer IE, Meterko M, Lin H, Hendricks A, Holloway RG, Charns MP. Patient and organizational factors related to education and support use by Veterans with Parkinson's disease. Mov Disord 2009; 24:1916-24. [DOI: 10.1002/mds.22516] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
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Marras C, McDermott MP, Rochon PA, Tanner CM, Naglie G, Lang AE. Predictors of deterioration in health-related quality of life in Parkinson's disease: results from the DATATOP trial. Mov Disord 2008; 23:653-9; quiz 776. [PMID: 18076084 DOI: 10.1002/mds.21853] [Citation(s) in RCA: 104] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
The aim of this study was to investigate factors associated with decline in health-related quality of life in Parkinson's disease, by a retrospective cohort study from referral centers in Canada and the United States. Subjects were patients with early Parkinson's disease (N = 362) enrolled in a clinical trial of deprenyl (selegiline) and tocopherol (DATATOP) and followed prospectively. The main outcome measure was change in health-related quality of life using SF-36 Mental and Physical Component Summary scores. The mean interval between SF-36 measurements was 1.7 +/- 0.1 years, beginning 5 to 6 years after enrolment into the trial. In multivariable analysis, baseline Hamilton Depression Scale scores and self-rated cognitive function were associated with subsequent decline in Physical Component Summary scores, while older age and Schwab and England activities of daily living scores were associated with decline in Mental Component Summary scores. The Postural Instability Gait Disorder score was the only variable found to decline concurrently with HRQOL. Our results suggest that depression, self-rated cognitive function, and one's degree of functional independence are predictors of subsequent changes in HRQOL. Our focus in clinical care needs to be broadened beyond assessing and treating Parkinsonism, recognizing the impact of mood, cognition and function on HRQOL.
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Affiliation(s)
- Connie Marras
- Division of Neurology, Toronto Western Hospital, University Health Network, University of Toronto, Toronto, Ontario, Canada.
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White D, Moore S, Waring S, Cook K, Lai E. Identifying incident cases of parkinsonism among veterans using a tertiary medical center. Mov Disord 2007; 22:915-23. [PMID: 17415798 DOI: 10.1002/mds.21353] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
To better understand the impact of incident Parkinson's disease (PD) on the Veteran's Health Administration (VHA) and to develop methods applicable to future epidemiological research, we performed a medical record review study at a tertiary referral VHA medical center. Searching the local data base, we identified 782 veterans with diagnostic codes for PD or secondary parkinsonism (SP) between 1998 and 2000. Based on structured medical record review, a movement disorders specialist confirmed diagnoses for incident parkinsonism cases. Among the 782, 191 incident parkinsonism cases were identified (100 PD, 75 SP, and 16 Parkinson's Plus). Incident PD cases were older at diagnosis (74.5 vs. 70.4 yr; P < 0.05) and more likely to be white (81% vs. 62; P < 0.07) than incident SP cases. Diagnostic codes were insufficient to distinguish between incident PD and SP (positive predictive value, 57% and 39%, respectively), and VHA sources failed to identify 21% of confirmed deaths among the incident PD cohort by November 2004. Although the large number of incident cases identified suggests PD is an important cause of disability among elderly VHA users, observed limitations of VHA sources for identifying incident PD cases and determining their vital status should be considered when designing future studies.
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Affiliation(s)
- Donna White
- Houston Center for Quality of Care and Utilization Studies, Michael E. DeDebakey Veterans Affair Medical Center, Houston, Texas, USA
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Duarte MB, Rego MAV. Comorbidade entre depressão e doenças clínicas em um ambulatório de geriatria. CAD SAUDE PUBLICA 2007; 23:691-700. [PMID: 17334582 DOI: 10.1590/s0102-311x2007000300027] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2005] [Accepted: 07/10/2006] [Indexed: 05/14/2023] Open
Abstract
Este estudo investiga a associação entre depressão e comorbidade clínica em idosos em Salvador, Bahia, Brasil. A população estudada consistiu de uma amostra de idosos (n = 1.120) atendidos em um ambulatório de referência. Razões de prevalência brutas entre depressão e doenças clínicas foram calculadas, com subseqüente estratificação por sexo, faixa etária e estado nutricional. Noventa e cinco por cento dos indivíduos apresentavam pelo menos uma patologia crônica, sendo as principais: hipertensão arterial (62,2%), osteoartrose (40%) e incontinência urinária (35%). A depressão foi diagnosticada em 23,4%, sendo mais freqüente entre as mulheres (RP = 1,28; IC95%: 0,99-1,65) e entre os menores de 75 anos (RP = 1,24; IC95%: 1,00-1,53). O número de doenças crônicas maior que três foi associado com depressão (RP = 1,31; IC95%: 1,04-1,66). Observou-se associação, ainda, entre depressão e doença de Parkinson, sobretudo no sexo feminino (RP = 1,59; IC95%: 1,05-2,41) e na faixa etária de 70-79 anos (RP = 2,02; IC95%: 1,28-3,20). Como muitos idosos apresentam doenças crônicas e múltiplas, os profissionais de saúde devem estar atentos para a possibilidade de sintomatologia depressiva nesses pacientes.
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Affiliation(s)
- Meirelayne Borges Duarte
- Faculdade de Medicina, Universidade Federal da Bahia, Avenida Reitor Miguel Calmon s/n, Salvador, BA 40110-100, Brazil.
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Leibson CL, Long KH, Maraganore DM, Bower JH, Ransom JE, O'Brien PC, Rocca WA. Direct medical costs associated with Parkinson's disease: a population-based study. Mov Disord 2007; 21:1864-71. [PMID: 16977632 DOI: 10.1002/mds.21075] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
The objective was to provide population-based estimates of incremental medical costs associated with Parkinson's disease (PD) from onset forward. All Olmsted County, Minnesota, residents with confirmed PD onset from 1987 through 1995 (n = 92) and one age- and sex-matched non-PD referent subject per case were identified with retrospective record review and followed in provider-linked billing data for direct medical costs (excluding outpatient pharmaceutical costs) from 1 year before index (i.e., year of symptom onset) through 10 years after index. Costs for each referent subject were subtracted from those for his/her matched case. Tests for statistical significance used Wilcoxon signed ranks. Preindex costs were similar [median difference in annual costs (MD) = -3 dollars; P = 0.59]. One year post index, PD subjects exhibited borderline significantly higher costs compared to referent subjects (MD = 581 dollars; P = 0.052); the difference diminished over 5 years (MD = 118 dollars; P = 0.82). By 5 to 10 years, however, PD subjects exhibited significantly higher costs (MD = 1,146 dollars; P = 0.01). Over the full 10 years, excess costs were concentrated among PD subjects without rest tremor (MD = 2,261 dollars, P < 0.01, for those without tremor and -229 dollars, P = 0.99, for those with tremor). These population-based estimates of PD-associated direct medical costs from onset forward can uniquely inform policy decisions and cost-effectiveness research.
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Affiliation(s)
- Cynthia L Leibson
- Department of Health Sciences Research, Mayo Clinic College of Medicine, Rochester, Minnesota 55905, USA.
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