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Navarta-Sánchez MV, Palmar-Santos A, Pedraz-Marcos A, Reidy C, Soilemezi D, Haahr A, Sørensen D, Smidt HR, Bragstad LK, Hjelle EG, Haavaag SB, Portillo MC. Perspectives of people with Parkinson's disease and family carers about disease management in community settings: A cross-country qualitative study. J Clin Nurs 2023. [PMID: 36732059 DOI: 10.1111/jocn.16636] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 01/03/2023] [Accepted: 01/06/2023] [Indexed: 02/04/2023]
Abstract
AIM To explore perceptions of people with Parkinson's disease and family carers about the use and impact of health and social care services, community and voluntary sector resources for the management of Parkinson's disease. BACKGROUND Resources from outside the formal health care system and collaborations between different levels and sectors could address the unmet needs of people with Parkinson's disease and their family carers and improve the management of Parkinson's disease in the community setting. DESIGN A qualitative exploratory study was carried out in Denmark, Norway, Spain and the United Kingdom and was reported using the COREQ. METHODS Individual semi-structured interviews were conducted with people with Parkinson's disease and family carers between May and August 2020. Interviews were digitally recorded, transcribed verbatim and analysed using thematic analysis. A meta-ethnographic approach was used to analyse and synthesise cross-national findings. RESULTS Forty-seven people with Parkinson's disease and 39 family carers participated in the four countries. Four themes and eight sub-themes emerged: (1) Personalised care for needs throughout the Parkinson's disease journey; (2) Accessibility of different types of support systems (including initiatives to support emotional well-being, physical rehabilitation, information on the healthcare services, voluntary associations and community groups); (3) Multiagency collaborations, a more comprehensive approach; (4) Acknowledgment of people with Parkinson's and family carers own role in Parkinson's disease management. CONCLUSIONS An integrated and person-and-community-centred approach, which includes the participation of the health, social, voluntary and community sectors, is desired by people with Parkinson's disease and their family carers to improve the management of Parkinson's in the community setting. These findings could contribute to the creation of more sustainable care systems at the European level that would better respond to individual and changing needs in people with Parkinson's disease and their family carers, and in other long-term conditions. PATIENT OR PUBLIC CONTRIBUTION The Patient and Public Involvement groups contributed to the design of the study, the interview guides and validation of findings. RELEVANCE TO CLINICAL PRACTICE This study will inform the management of Parkinson's disease at the community level and the use of resources not only directly linked to the health system. Taking into account all the actors that provide care and support to people with Parkinson' disease and family carers facilitates the creation of strategies that better respond to individual needs. Nurses and other health and social care professionals in the community and specialist levels of care should collaborate to develop multisectoral strategies that promote personalised and integrated care throughout the Parkinson's journey.
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Affiliation(s)
| | - Ana Palmar-Santos
- Nursing Department, Faculty of Medicine, Universidad Autónoma de Madrid, Madrid, Spain
| | | | - Claire Reidy
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Dia Soilemezi
- Department of Psychology, University of Portsmouth, Portsmouth, UK
| | - Anita Haahr
- Research Centre for Health and Welfare Technology, Programme for Rehabilitation, VIA University College, Aarhus, Denmark.,Nursing and Healthcare, Department of Public Health, Aarhus University, Aarhus, Denmark
| | - Dorthe Sørensen
- Research Centre for Health and Welfare Technology, Programme for Rehabilitation, VIA University College, Aarhus, Denmark
| | - Helle Rønn Smidt
- Research Centre for Health and Welfare Technology, Programme for Rehabilitation, VIA University College, Aarhus, Denmark
| | - Line Kildal Bragstad
- Department of Public Health Sciences and CHARM - Research Center for Habilitation and Rehabilitation Models and Services, University of Oslo, Oslo, Norway.,Department of Rehabilitation Science and Health Technology, Oslo Metropolitan University, Oslo, Norway
| | - Ellen Gabrielsen Hjelle
- Department of Public Health Sciences and CHARM - Research Center for Habilitation and Rehabilitation Models and Services, University of Oslo, Oslo, Norway.,Department of Rehabilitation Science and Health Technology, Oslo Metropolitan University, Oslo, Norway
| | | | - Mari Carmen Portillo
- NIHR Applied Research Collaboration Wessex, University of Southampton, School of Health Sciences, Southampton, UK
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2
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Schiess N, Cataldi R, Okun MS, Fothergill-Misbah N, Dorsey ER, Bloem BR, Barretto M, Bhidayasiri R, Brown R, Chishimba L, Chowdhary N, Coslov M, Cubo E, Di Rocco A, Dolhun R, Dowrick C, Fung VSC, Gershanik OS, Gifford L, Gordon J, Khalil H, Kühn AA, Lew S, Lim SY, Marano MM, Micallef J, Mokaya J, Moukheiber E, Nwabuobi L, Okubadejo N, Pal PK, Shah H, Shalash A, Sherer T, Siddiqui B, Thompson T, Ullrich A, Walker R, Dua T. Six Action Steps to Address Global Disparities in Parkinson Disease: A World Health Organization Priority. JAMA Neurol 2022; 79:929-936. [PMID: 35816299 DOI: 10.1001/jamaneurol.2022.1783] [Citation(s) in RCA: 41] [Impact Index Per Article: 20.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
Importance The Global Burden of Disease study conducted between 1990 and 2016, based on a global study of 195 countries and territories, identified Parkinson disease (PD) as the fastest growing neurological disorder when measured using death and disability. Most people affected by PD live in low- and middle-income countries (LMICs) and experience large inequalities in access to neurological care and essential medicines. This Special Communication describes 6 actions steps that are urgently needed to address global disparities in PD. Observations The adoption by the 73rd World Health Assembly (WHA) of resolution 73.10 to develop an intersectoral global action plan on epilepsy and other neurological disorders in consultation with member states was the stimulus to coordinate efforts and leverage momentum to advance the agenda of neurological conditions, such as PD. In April 2021, the Brain Health Unit at the World Health Organization convened a multidisciplinary, sex-balanced, international consultation workshop, which identified 6 workable avenues for action within the domains of disease burden; advocacy and awareness; prevention and risk reduction; diagnosis, treatment, and care; caregiver support; and research. Conclusions and Relevance The dramatic increase of PD cases in many world regions and the potential costs of PD-associated treatment will need to be addressed to prevent possible health service strain. Across the board, governments, multilateral agencies, donors, public health organizations, and health care professionals constitute potential stakeholders who are urged to make this a priority.
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Affiliation(s)
- Nicoline Schiess
- Brain Health Unit, Department of Mental Health and Substance Use, World Health Organization, Geneva, Switzerland
| | - Rodrigo Cataldi
- Brain Health Unit, Department of Mental Health and Substance Use, World Health Organization, Geneva, Switzerland
| | - Michael S Okun
- Department of Neurology, Norman Fixel Institute for Neurological Diseases, University of Florida, Gainesville.,Associate Editor, JAMA Neurology
| | | | | | - Bastiaan R Bloem
- Donders Institute for Brain, Cognition and Behaviour, Department of Neurology, Radboud University Medical Centre, Nijmegen, the Netherlands
| | - Maria Barretto
- Parkinson's Disease and Movement Disorder Society, Mumbai, India
| | - Roongroj Bhidayasiri
- Chulalongkorn Centre of Excellence for Parkinson's Disease and Related Disorders, Department of Medicine, Faculty of Medicine, Chulalongkorn University and King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok, Thailand.,The Academy of Science, The Royal Society of Thailand, Bangkok, Thailand
| | - Richard Brown
- Chemical Safety and Health Unit, Department of Environment, Climate Change and Health, World Health Organization, Geneva, Switzerland
| | | | - Neerja Chowdhary
- Brain Health Unit, Department of Mental Health and Substance Use, World Health Organization, Geneva, Switzerland
| | - Max Coslov
- Edmond J. Safra Foundation, Geneva, Switzerland
| | - Esther Cubo
- Hospital Universitario Burgos, Burgos, Spain
| | | | | | | | - Victor S C Fung
- Movement Disorders Unit, Department of Neurology, Westmead Hospital and University of Sydney, Sydney, Australia
| | - Oscar S Gershanik
- Institute of Neuroscience, Favaloro Foundation University Hospital, Buenos Aires, Argentina
| | - Larry Gifford
- Person With Parkinsons, PD Avengers, Vancouver, British Columbia, Canada
| | - Joyce Gordon
- Neurological Health Charities Canada, Toronto, Ontario, Canada
| | - Hanan Khalil
- College of Health Sciences, Department of Physiotherapy, Qatar University, Doha, Qatar
| | - Andrea A Kühn
- Department of Neurology, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Sara Lew
- Malaysian Parkinson's Disease Association, Kuala Lumpur, Malaysia
| | - Shen-Yang Lim
- Division of Neurology, Department of Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia.,The Mah Pooi Soo and Tan Chin Nam Centre for Parkinson's and Related Disorders, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | | | | | | | - Emile Moukheiber
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Lynda Nwabuobi
- Weill Cornell Parkinson's Disease and Movement Disorders Institute, New York, New York
| | | | - Pramod Kumar Pal
- National Institute of Mental Health and Neurosciences, Bengaluru, India
| | - Hiral Shah
- Columbia University Medical Center, New York, New York
| | - Ali Shalash
- Department of Neurology, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Todd Sherer
- The Michael J. Fox Foundation, New York, New York
| | | | - Ted Thompson
- The Michael J. Fox Foundation, New York, New York
| | - Andreas Ullrich
- Department of Gynaecology and Gynaecological Oncology Neurology, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Richard Walker
- Northumbria Healthcare NHS Foundation Trust, Newcastle-upon-Tyne, United Kingdom
| | - Tarun Dua
- Brain Health Unit, Department of Mental Health and Substance Use, World Health Organization, Geneva, Switzerland
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3
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Schmitz S, Vaillant M, Renoux C, Konsbruck RL, Hertz P, Perquin M, Pavelka L, Krüger R, Huiart L. Prevalence and Cost of Care for Parkinson's Disease in Luxembourg: An Analysis of National Healthcare Insurance Data. PHARMACOECONOMICS - OPEN 2022; 6:405-414. [PMID: 35034346 PMCID: PMC8761379 DOI: 10.1007/s41669-021-00321-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Accepted: 12/16/2021] [Indexed: 06/14/2023]
Abstract
BACKGROUND Parkinson's disease (PD) is the second most common neurodegenerative disorder, with an increasing prevalence worldwide. Estimates of the economic burden associated with PD vary widely across existing studies due to differences in setting and study design. The prevalence and cost of care for PD in Luxembourg are currently unknown. OBJECTIVE The aims of this study were to estimate (1) the prevalence of PD in Luxembourg and (2) the cost of care for PD to the national healthcare insurance based on routinely collected healthcare data. METHODS This analysis was based on individual patient-level data collected by the national healthcare insurance in Luxembourg during 2007-2017, which covers over 95% of the resident population. People with PD were identified based on drug reimbursement profiles. Cost of care was estimated according to a comparative analysis of the healthcare resources consumed by people with PD compared with an age- and sex-matched control group. RESULTS We determined a PD prevalence of 928 per 100,000 individuals aged 50 years and older in 2016, higher in men (1032 per 100,000) than in women (831 per 100,000). The total mean cost of care for PD was estimated at €22,673 per patient per year in 2016, with the highest costs being associated with long-term care (69%). CONCLUSION This was the first attempt to estimate the prevalence and cost of care of PD in Luxembourg. The work demonstrated the usefulness of routinely collected data in Luxembourg for such analyses. Our study confirms the significant burden of PD to the healthcare system, especially on long-term care.
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Affiliation(s)
- Susanne Schmitz
- Competence Center for Methodology and Statistics, Department of Population Health, Luxembourg Institute of Health, 1a-b Rue Thomas Edison, 1445, Strassen, Luxembourg.
| | - Michel Vaillant
- Competence Center for Methodology and Statistics, Department of Population Health, Luxembourg Institute of Health, 1a-b Rue Thomas Edison, 1445, Strassen, Luxembourg
| | - Christell Renoux
- Centre for Clinical Epidemiology, Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada
- Department of Neurology and Neurosurgery, McGill University, Montreal, QC, Canada
- Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, Montreal, Québec, Canada
| | | | - Pierre Hertz
- Caisse Nationale de Santé, Luxembourg, Luxembourg
| | - Magali Perquin
- Department of Population Health, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Lukas Pavelka
- Clinical and Experimental Neuroscience, Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, Esch-sur-Alzette, Luxembourg
- Parkinson's Research Clinic, Centre Hospitalier de Luxembourg (CHL), Luxembourg, Luxembourg
| | - Rejko Krüger
- Parkinson's Research Clinic, Centre Hospitalier de Luxembourg (CHL), Luxembourg, Luxembourg
- Transversal Translational Medicine, Luxembourg Institute of Health, Strassen, Luxembourg
- Luxembourg Centre for Systems Biomedicine, Translational Neuroscience, University of Luxembourg, Luxembourg, Luxembourg
| | - Laetitia Huiart
- Department of Population Health, Luxembourg Institute of Health, Strassen, Luxembourg
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4
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Zhang H, Zhou W, Zhang D. Direct Medical Costs of Parkinson's Disease in Southern China: A Cross-Sectional Study Based on Health Insurance Claims Data in Guangzhou City. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19063238. [PMID: 35328925 PMCID: PMC8953775 DOI: 10.3390/ijerph19063238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Revised: 03/01/2022] [Accepted: 03/04/2022] [Indexed: 11/16/2022]
Abstract
Background: Parkinson’s disease (PD) is the second most common neurodegenerative disorder. This study aims to evaluate the direct medical costs of patients with PD using a large sample from an entire city and to identity the potential factors correlating with their inpatient costs in Guangzhou City, Southern China. Methods: This retrospective cross-sectional study uses data obtained from the Urban Employee-based Basic Medical Insurance (UEBMI) and the Urban Resident-based Basic Medical Insurance (URBMI) administrative claims databases in Guangzhou City from 2008 to 2012. The total sample was comprised of 2660 patients with PD. Costs were evaluated for the total sample and by types of insurance. The composition of costs was compared between the UEBMI and URBMI subgroups. The extended estimating-equations model was applied to identify the potential impact factors influencing the inpatient costs. Results: The direct medical costs per patient with PD were CNY 14,514.9 (USD 2299.4) in 2012, consisting of inpatient costs of CNY 13,551.4 and outpatient costs of CNY 963.5. The medication costs accounted for the largest part (50.3%). The inpatient costs of PD patients under the UEBMI scheme (CNY 13,651.0) were significantly higher than those of patients in the URBMI subgroup (CNY 12,402.2) (p < 0.05). The proportion of out-of-pocket spending out of inpatient and outpatient costs for UEBMI beneficiaries (24.3% and 56.1%) was much lower than that for patients under the URBMI scheme (47.9% and 76.2%). The regression analysis suggested that types of insurance, age, hospital levels, length of stay (LOS) and comorbidities were significantly correlated with the inpatient costs of patients with PD. Conclusions: The direct medical costs of patients with PD in China were high compared to the GDP per capita in Guangzhou City and different between the two evaluated types of insurance. Patients with the UEBMI scheme, of older age, with comorbidities, staying in tertiary hospitals and with longer LOS had significantly higher inpatient costs. Thus, policymakers need to reduce the gaps between the two urban insurance schemes in benefit levels, provide support for the development of a comprehensive long-term care insurance system and promote the use of telemedicine in China.
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Affiliation(s)
- Hui Zhang
- School of Public Health, Sun Yat-sen University, No. 74, Zhongshan 2nd Road, Guangzhou 510080, China;
- Correspondence:
| | - Wenjing Zhou
- School of Public Health, Sun Yat-sen University, No. 74, Zhongshan 2nd Road, Guangzhou 510080, China;
| | - Donglan Zhang
- Division of Health Services Research, New York University Long Island School of Medicine, Mineola, NY 11501, USA;
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5
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Lee JYS, Ng JH, Saffari SE, Tan EK. Parkinson's disease and cancer: a systematic review and meta-analysis on the influence of lifestyle habits, genetic variants, and gender. Aging (Albany NY) 2022; 14:2148-2173. [PMID: 35247252 PMCID: PMC8954974 DOI: 10.18632/aging.203932] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Accepted: 02/15/2022] [Indexed: 12/09/2022]
Abstract
PURPOSE The relationship between Parkinson's disease (PD) and cancer has been debated. Gender and genetic influences on cancer development in PD is unclear. METHODS Using QUOROM guidelines, we conducted a systematic review and meta-analysis on potential clinical and genetic factors influencing the PD and subsequent cancer relationship. English articles published in PubMed, Web of Science, and SCOPUS from 2010 to 30 August 2020 were considered for suitability. RESULTS Of 46 studies identified, fourteen satisfied the inclusion criteria and were further analysed. Unadjusted risk ratios (RR) and 95% confidence intervals were computed to determine the PD and cancer relationship. PD patients have decreased subsequent cancer risks (RR = 0.87, 95% CI = 0.81-0.93), reduced risks of colon, rectal, and colorectal cancer (RR = 0.77, 95% CI = 0.63-0.94), lung cancer (RR = 0.62, 95% CI = 0.48-0.80), and increased brain cancer (R = 1.48, 95% CI = 1.02-2.13) and melanoma risk (R = 1.76, 95% CI = 1.23-2.50). Compared to idiopathic PD, LRRK2-G2019S carriers had increased general cancer risks (RR = 1.26, 95% CI = 1.09-1.46), particularly brain (RR = 2.41, 95% CI = 1.06-5.50), breast (RR = 2.57, 95% CI = 1.19-5.58), colon (RR = 1.83, 95% CI = 1.13-2.99), and haematological cancers (RR = 2.05, 95% CI = 1.07-3.92). Female PD patients have decreased general cancer risks compared to male PD patients in this analysis (RR = 0.83, 95% CI = 0.69-0.98). CONCLUSION PD patients have reduced risks of colon, rectal, colorectal cancer and lung cancers and increased risks of brain cancer and melanoma. LRRK2-G2019S carriers have increased cancer risks, particularly brain, breast, colon and blood cancers. Female gender was associated with reduced risks. The role of ethnicity, comorbidities, and lifestyle habits on PD patients' subsequent cancer risk should be further investigated.
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Affiliation(s)
- Joon Yan Selene Lee
- Department of Neuroscience and Behavioural Disorders Programme, Duke-NUS Medical School, Singapore
| | - Jing Han Ng
- Department of Neurology, National Neuroscience Institute, Singapore
| | - Seyed Ehsan Saffari
- Department of Neuroscience and Behavioural Disorders Programme, Duke-NUS Medical School, Singapore.,Department of Neurology, National Neuroscience Institute, Singapore
| | - Eng-King Tan
- Department of Neuroscience and Behavioural Disorders Programme, Duke-NUS Medical School, Singapore.,Department of Neurology, National Neuroscience Institute, Singapore
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6
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Zemedikun DT, Kigozi J, Wynne-Jones G, Guariglia A, Roberts T. Methodological considerations in the assessment of direct and indirect costs of back pain: A systematic scoping review. PLoS One 2021; 16:e0251406. [PMID: 33974661 PMCID: PMC8112645 DOI: 10.1371/journal.pone.0251406] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2020] [Accepted: 04/26/2021] [Indexed: 11/18/2022] Open
Abstract
Background Back pain is a common and costly health problem worldwide. There is yet a lack of consistent methodologies to estimate the economic burden of back pain to society. Objective To systematically evaluate the methodologies used in the published cost of illness (COI) literature for estimating the direct and indirect costs attributed to back pain, and to present a summary of the estimated cost burden. Methods Six electronic databases were searched to identify COI studies of back pain published in English up to February 2021. A total of 1,588 abstracts were screened, and 55 full-text studies were subsequently reviewed. After applying the inclusion criteria, 45 studies pertaining to the direct and indirect costs of back pain were analysed. Results The studies reported data on 15 industrialised countries. The national cost estimates of back pain in 2015 USD ranged from $259 million ($29.1 per capita) in Sweden to $71.6 billion ($868.4 per capita) in Germany. There was high heterogeneity among the studies in terms of the methodologies used for analysis and the resulting costs reported. Most of the studies assessed costs from a societal perspective (n = 29). The magnitude and accuracy of the reported costs were influenced by the case definition of back pain, the source of data used, the cost components included and the analysis method. Among the studies that provided both direct and indirect cost estimates (n = 15), indirect costs resulting from lost or reduced work productivity far outweighed the direct costs. Conclusion Back pain imposes substantial economic burden on society. This review demonstrated that existing published COI studies of back pain used heterogeneous approaches reflecting a lack of consensus on methodology. A standardised methodological approach is required to increase credibility of the findings of COI studies and improve comparison of estimates across studies.
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Affiliation(s)
- Dawit T. Zemedikun
- Health Economics Unit, Institute of Applied Health Research, University of Birmingham, Birmingham, England, United Kingdom
- * E-mail:
| | - Jesse Kigozi
- Health Economics Unit, Institute of Applied Health Research, University of Birmingham, Birmingham, England, United Kingdom
| | - Gwenllian Wynne-Jones
- Primary Care Centre Versus Arthritis, Research Institute for Primary Care & Health Sciences, Keele University, Staffordshire, Keele, England, United Kingdom
| | - Alessandra Guariglia
- Department of Economics, University of Birmingham, Birmingham, England, United Kingdom
| | - Tracy Roberts
- Health Economics Unit, Institute of Applied Health Research, University of Birmingham, Birmingham, England, United Kingdom
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7
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Termine A, Fabrizio C, Strafella C, Caputo V, Petrosini L, Caltagirone C, Giardina E, Cascella R. Multi-Layer Picture of Neurodegenerative Diseases: Lessons from the Use of Big Data through Artificial Intelligence. J Pers Med 2021; 11:280. [PMID: 33917161 PMCID: PMC8067806 DOI: 10.3390/jpm11040280] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2021] [Revised: 04/05/2021] [Accepted: 04/06/2021] [Indexed: 12/13/2022] Open
Abstract
In the big data era, artificial intelligence techniques have been applied to tackle traditional issues in the study of neurodegenerative diseases. Despite the progress made in understanding the complex (epi)genetics signatures underlying neurodegenerative disorders, performing early diagnosis and developing drug repurposing strategies remain serious challenges for such conditions. In this context, the integration of multi-omics, neuroimaging, and electronic health records data can be exploited using deep learning methods to provide the most accurate representation of patients possible. Deep learning allows researchers to find multi-modal biomarkers to develop more effective and personalized treatments, early diagnosis tools, as well as useful information for drug discovering and repurposing in neurodegenerative pathologies. In this review, we will describe how relevant studies have been able to demonstrate the potential of deep learning to enhance the knowledge of neurodegenerative disorders such as Alzheimer's and Parkinson's diseases through the integration of all sources of biomedical data.
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Affiliation(s)
- Andrea Termine
- IRCCS Santa Lucia Foundation, Genomic Medicine Laboratory UILDM, 00179 Rome, Italy; (A.T.); (C.S.); (V.C.); (R.C.)
| | - Carlo Fabrizio
- IRCCS Santa Lucia Foundation, Laboratory of Experimental and Behavioral Neurophysiology, 00143 Rome, Italy; (C.F.); (L.P.)
| | - Claudia Strafella
- IRCCS Santa Lucia Foundation, Genomic Medicine Laboratory UILDM, 00179 Rome, Italy; (A.T.); (C.S.); (V.C.); (R.C.)
- Department of Biomedicine and Prevention, Tor Vergata University of Rome, 00133 Rome, Italy
| | - Valerio Caputo
- IRCCS Santa Lucia Foundation, Genomic Medicine Laboratory UILDM, 00179 Rome, Italy; (A.T.); (C.S.); (V.C.); (R.C.)
- Department of Biomedicine and Prevention, Tor Vergata University of Rome, 00133 Rome, Italy
| | - Laura Petrosini
- IRCCS Santa Lucia Foundation, Laboratory of Experimental and Behavioral Neurophysiology, 00143 Rome, Italy; (C.F.); (L.P.)
| | - Carlo Caltagirone
- IRCCS Santa Lucia Foundation, Department of Clinical and Behavioral Neurology, 00179 Rome, Italy;
| | - Emiliano Giardina
- IRCCS Santa Lucia Foundation, Genomic Medicine Laboratory UILDM, 00179 Rome, Italy; (A.T.); (C.S.); (V.C.); (R.C.)
- UILDM Lazio ONLUS Foundation, Department of Biomedicine and Prevention, Tor Vergata University, 00133 Rome, Italy
| | - Raffaella Cascella
- IRCCS Santa Lucia Foundation, Genomic Medicine Laboratory UILDM, 00179 Rome, Italy; (A.T.); (C.S.); (V.C.); (R.C.)
- Department of Biomedical Sciences, Catholic University Our Lady of Good Counsel, 1000 Tirana, Albania
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8
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Gusev EI, Blokhin VE, Vartanov SA, Martynov MY, Katunina EA, Alesenko AV, Denisova IA, Pavlova EN, Polterovich VM, Kucheryanu VG, Shupik MA, Nodel MR, Kalinkin AL, Sokolov SA, Chubarova TV, Shakleina MV, Pronina TS, Ugryumov MV. [Development of early diagnosis of Parkinson's disease and comprehensive economic analysis of the effect of its implementation]. Zh Nevrol Psikhiatr Im S S Korsakova 2021; 121:9-20. [PMID: 33580755 DOI: 10.17116/jnevro20211210119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
The paper summarizes the literature and author's data on the development of early (preclinical) diagnosis of Parkinson's disease (PD). Implementation of this diagnosis will promote the use of preventive therapy and change investments in diagnosis and treatment of patients. The paper declares that at present the only approach to early diagnosis of PD is positron-emission tomography of the nigrostriatal dopaminergic system, but it cannot be used for preventive examination due to its high cost. The authors consider that a less specific, but more promising approach to the development of early diagnosis of PD is the search for markers in body fluids, mainly in the blood, in patients at the prodromal stage of PD. Indeed, a number of markers as changes in the level of metabolites of monoamines, sphingolipids, urates, and indicators of oxidative stress were found in patients selected for the risk group of the prodromal stage of PD, according to characteristic premotor symptoms. In addition, it is assumed that the search for blood markers at an earlier - pre-prodromal stage is possible only in animal models of PD at the early preclinical stage. This approach can also be used to verify blood markers identified in patients at the clinical stage of PD. It is also evident that the complex socio-economic factors influencing the incidence of PD is different in developed versus developing countries. The societal and medical costs of Parkinson's are huge and efforts to improve early preclinical diagnosis of PD will lead to considerable economical and societal benefits. For instance this will allow efficient selection of patients for preclinical diagnostic tests. To assess the effectiveness of this strategy considering the uncertainty of socio-economic issues, a modification of the «cost-utility» analysis is proposed. For the first time, a Markov model of PD including preclinical diagnostic tests and possible neuroprotective therapy was developed and studied. Analytical outcomes of this process suggest that the idea of developing a new multimodal strategy is promising from a socio-economic point of view.
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Affiliation(s)
- E I Gusev
- Pirogov Russian National Research Medical University, Moscow, Russia
| | - V E Blokhin
- Koltsov Institute of Developmental Biology of the Russian Academy of Sciences, Moscow, Russia
| | - S A Vartanov
- Moscow School of Economics of the Lomonosov Moscow State University, Moscow, Russia
| | - M Yu Martynov
- Pirogov Russian National Research Medical University, Moscow, Russia
| | - E A Katunina
- Pirogov Russian National Research Medical University, Moscow, Russia.,Federal Center for Brain and Neurotechnology, Moscow, Russia
| | - A V Alesenko
- Emanuel Institute of Biochemical Physics of the Russian Academy of Sciences, Moscow, Russia
| | - I A Denisova
- Moscow School of Economics of the Lomonosov Moscow State University, Moscow, Russia
| | - E N Pavlova
- Koltsov Institute of Developmental Biology of the Russian Academy of Sciences, Moscow, Russia
| | - V M Polterovich
- Moscow School of Economics of the Lomonosov Moscow State University, Moscow, Russia.,Central Economic and Mathematical Institute of the Russian Academy of Sciences, Moscow, Russia
| | - V G Kucheryanu
- Research Institute of General Pathology and Pathophysiology, Moscow, Russia
| | - M A Shupik
- Emanuel Institute of Biochemical Physics of the Russian Academy of Sciences, Moscow, Russia
| | - M R Nodel
- Sechenov First Moscow State Medical University, Moscow, Russia
| | - A L Kalinkin
- Medical Research and Education Center of the Lomonosov Moscow State University, Moscow, Russia
| | - S A Sokolov
- Medical Research and Education Center of the Lomonosov Moscow State University, Moscow, Russia
| | - T V Chubarova
- Institute of Economics of the Russian Academy of Sciences, Moscow, Russia
| | - M V Shakleina
- Moscow School of Economics of the Lomonosov Moscow State University, Moscow, Russia
| | - T S Pronina
- Koltsov Institute of Developmental Biology of the Russian Academy of Sciences, Moscow, Russia
| | - M V Ugryumov
- Koltsov Institute of Developmental Biology of the Russian Academy of Sciences, Moscow, Russia
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9
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Maresova P, Hruska J, Klimova B, Barakovic S, Krejcar O. Activities of Daily Living and Associated Costs in the Most Widespread Neurodegenerative Diseases: A Systematic Review. Clin Interv Aging 2020; 15:1841-1862. [PMID: 33061334 PMCID: PMC7538005 DOI: 10.2147/cia.s264688] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2020] [Accepted: 09/04/2020] [Indexed: 12/20/2022] Open
Abstract
Nowadays, the population is rapidly ageing because of increasing life expectancy and decreasing birth rates. Thus, the purpose of this systematic review is to prepare a comprehensive overview which identifies the activities of daily living (ADLs) that are gradually reduced among patients with dementia, as well as explore the therapies applied in relation to dementia and how they effectively improve the quality of life (QoL) of patients and caregivers. Furthermore, we aim to summarise the ADL activities influenced by therapies and examine the treatment costs and care for patients so that recommendations for research and development (R&D) can be made to improve both the QoL of people with dementia and cost-saving measures. The research focuses on four selected neurodegenerative diseases: Alzheimer, Parkinson, vascular dementia, and amyotrophic lateral sclerosis. Therefore, the peer-reviewed English written articles from 2014 to 2019 were searched between September 1 and December 13, 2019. Twenty-seven papers were included in the analysis. The results show that essential assistance occurs in connection with activities: eating, drinking, dressing, bathing, personal hygiene, use of the toilet, and transport. By contrast, shopping or cleaning is not addressed as much. A lower ability to take care of oneself is connected with poor patient health and higher social care costs because the patient requires care from external sources, such as home aid or nurse visits. The challenge that remains is to shift new knowledge from scientific disciplines and connect it with the needs of patients to remove legitimate barriers and increase the acceptance of new solutions by popularisation. Additionally, regarding the burden on caregivers, it would be appropriate to promote this area of education and employment so that family members can use formal caregivers, ensuring them free time and much-needed rest.
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Affiliation(s)
- Petra Maresova
- Department of Economics, Faculty of Informatics and Management, University of Hradec Kralove, Hradec Kralove 500 03, Czech Republic
| | - Jan Hruska
- Department of Economics, Faculty of Informatics and Management, University of Hradec Kralove, Hradec Kralove 500 03, Czech Republic
| | - Blanka Klimova
- Department of Applied Linguistics, Faculty of Informatics and Management, University of Hradec Kralove, Hradec Kralove 500 03, Czech Republic
| | - Sabina Barakovic
- Faculty of Transport and Communications, University of Sarajevo, Sarajevo 71000, Bosnia and Herzegovina
| | - Ondrej Krejcar
- Center for Basic and Applied Science, Faculty of Informatics and Management, University of Hradec Kralove, Hradec Kralove 500 03, Czech Republic
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Isernia S, Di Tella S, Pagliari C, Jonsdottir J, Castiglioni C, Gindri P, Salza M, Gramigna C, Palumbo G, Molteni F, Baglio F. Effects of an Innovative Telerehabilitation Intervention for People With Parkinson's Disease on Quality of Life, Motor, and Non-motor Abilities. Front Neurol 2020; 11:846. [PMID: 32903506 PMCID: PMC7438538 DOI: 10.3389/fneur.2020.00846] [Citation(s) in RCA: 48] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Accepted: 07/07/2020] [Indexed: 01/10/2023] Open
Abstract
Parkinson's disease (PD) often leads to multifactorial motor and non-motor disabilities with resultant social restrictions. Continuity of care in this pathology, including a tailored home rehabilitation, is crucial to improve or maintain the quality of life for patients. The aim of this multicenter study was to test in a pilot sample of PD patients the efficiency and efficacy of the Human Empowerment Aging and Disability (HEAD) program. The virtual reality HEAD program was administered in two consecutive phases: (1) in clinic (ClinicHEAD, 12 45-minutes sessions, 3 sessions/week); (2) at home (HomeHEAD, 60 45-minutes sessions, 5 sessions/week). Thirty-one PD outpatients were enrolled [mean age (SD) = 66.84 (9.13)]. All patients performed ClinicHEAD, and after allocation (ratio 1:2) were assigned to the HomeHEAD or the Usual Care (UC) group. Motor, cognitive and behavioral outcome measures were assessed at enrollment (T0), at hospital discharge (T1), at 4 (T2) and 7 (T3) months after baseline. After ClinicHEAD (T1 vs. T0 comparison) a significant (p < 0.05) improvement in functional mobility, balance, upper limb mobility, global cognitive function, memory, quality of life and psychological well-being was observed. After the HomeHEAD intervention there was an additional enhancement for upper limb mobility. At T3 follow-up, the UC group that did not continue the HEAD program at home showed a worsening with respect to the HomeHEAD group in balance and functional mobility. Furthermore, in the HomeHEAD group, a positive association was observed between adherence, mental and physical health (SF-12). A trend was also registered between adherence and positive affect. The digital health patient-tailored rehabilitation program resulted in improving motor and non-motor abilities and quality of life in clinical setting, enhancing the motor function in telerehabilitation at home, and maintaining the non-motor abilities and quality of life at follow-up. In the near future, people with PD can be supported also at home with individualized rehabilitation strategies for a better quality of life and wellbeing along with lower costs for society.
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Affiliation(s)
- Sara Isernia
- IRCCS Fondazione don Carlo Gnocchi ONLUS, Milan, Italy
| | | | | | | | | | - Patrizia Gindri
- Fondazione Opera San Camillo Presidio Sanitario San Camillo, Turin, Italy
| | - Marco Salza
- Fondazione Opera San Camillo Presidio Sanitario San Camillo, Turin, Italy
| | | | | | - Franco Molteni
- Villa Beretta Rehabilitation Center, Costa Masnaga, Italy
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11
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Direct Cost of Parkinson's Disease: A Real-World Data Study of Second-Line Therapies. PARKINSONS DISEASE 2020; 2020:9106026. [PMID: 32454967 PMCID: PMC7240660 DOI: 10.1155/2020/9106026] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/12/2019] [Revised: 01/27/2020] [Accepted: 04/06/2020] [Indexed: 11/18/2022]
Abstract
Parkinson's disease is one of the main reasons for neurological consultation in Spain. Due to the nature of the disease, it impacts patients, families, and caregivers. Parkinson's disease is a degenerative disease with no cure, although second-line therapies have recently improved the quality of life of patients in advanced stages. The aim of this study was to analyse the costs of the following therapies: deep brain stimulation (DBS), continuous duodenal levodopa/carbidopa infusion (CDLCI), and continuous subcutaneous apomorphine infusion (CSAI). The methodology used was based on real-world data obtained from an integrated healthcare organization in the Basque Country from 2016 to 2018. This bottom-up retrospective approach only took into account the healthcare perspective. The results revealed the annual cost over 3 years and the projected cost for an additional 2 years. The total costs for 5 years of treatment were as follows: €53,217 for DBS, €208,163 for CDLCI, and €170,591 for CSAI. These costs are in line with those found in the available literature on the subject. Additionally, the analysis provided details of the different costs incurred during intervention with the therapies and compared the costs to those reported in other studies.
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12
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Cebrián PD, Cauli O. Analysis of Functional and Cognitive Impairment in Institutionalized Individuals with Movement Disorders. Endocr Metab Immune Disord Drug Targets 2020; 19:1022-1031. [PMID: 30854981 DOI: 10.2174/1871530319666190311104247] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/10/2018] [Revised: 02/20/2019] [Accepted: 03/27/2019] [Indexed: 01/09/2023]
Abstract
BACKGROUND Many neurological disorders lead to institutionalization and can be accompanied in their advanced stages by functional impairment, and progressive loss of mobility, and cognitive alterations. OBJECTIVE We analyzed the relationship between functional impairment and cognitive performance and its related subdomains in individuals with Parkinson's disease, Alzheimer's disease accompanied by motor dysfunction, and with other neurological disorders characterized by both motor and cognitive problems. METHODS All participants lived in nursing homes (Valencia, Spain) and underwent cognitive evaluation with the Mini-Mental State Examination; functional assessment of independence in activities of daily living using the Barthel score and Katz index; and assessment of mobility with the elderly mobility scale. RESULTS The mean age of the subjects was 82.8 ± 0.6 years, 47% of the sample included individuals with Parkinson's disease, and 48 % of the sample presented severe cognitive impairment. Direct significant relationships were found between the level of cognitive impairment and functional capacity (p < 0.01) and mobility (p < 0.05). Among the different domains, memory impairment was not associated with altered activities of daily living or mobility. The functional impairment and the risk of severe cognitive impairment were significantly (p<0.05) higher in female compared to male patients. Among comorbidities, overweight/obesity and diabetes were significantly (p < 0.05) associated with poor cognitive performance in those individuals with mild/moderate cognitive impairment. CONCLUSION In institutionalized individuals with movement disorders there is an association between functional and cognitive impairment. Reduction of over-weight and proper control of diabetes may represent novel targets for improving cognitive function at such early stages.
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Affiliation(s)
- Paula D Cebrián
- Department of Nursing, University of Valencia, Valencia, Spain
| | - Omar Cauli
- Department of Nursing, University of Valencia, Valencia, Spain
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Karthivashan G, Ganesan P, Park SY, Lee HW, Choi DK. Lipid-based nanodelivery approaches for dopamine-replacement therapies in Parkinson's disease: From preclinical to translational studies. Biomaterials 2019; 232:119704. [PMID: 31901690 DOI: 10.1016/j.biomaterials.2019.119704] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2019] [Revised: 12/09/2019] [Accepted: 12/18/2019] [Indexed: 12/26/2022]
Abstract
The incidence of Parkinson's disease (PD), the second most common neurodegenerative disorder, has increased exponentially as the global population continues to age. Although the etiological factors contributing to PD remain uncertain, its average incidence rate is reported to be 1% of the global population older than 60 years. PD is primarily characterized by the progressive loss of dopaminergic (DAergic) neurons and/or associated neuronal networks and the subsequent depletion of dopamine (DA) levels in the brain. Thus, DA or levodopa (l-dopa), a precursor of DA, represent cardinal targets for both idiopathic and symptomatic PD therapeutics. While several therapeutic strategies have been investigated over the past decade for their abilities to curb the progression of PD, an effective cure for PD is currently unavailable. Even DA replacement therapy, an effective PD therapeutic strategy that provides an exogenous supply of DA or l-dopa, has been hindered by severe challenges, such as a poor capacity to bypass the blood-brain barrier and inadequate bioavailability. Nevertheless, with recent advances in nanotechnology, several drug delivery systems have been developed to bypass the barriers associated with central nervous system therapeutics. In here, we sought to describe the adapted lipid-based nanodrug delivery systems used in the field of PD therapeutics and their recent advances, with a particular focus placed on DA replacement therapies. This work initially explores the background of PD; offers descriptions of the most recent molecular targets; currently available clinical medications/limitations; an overview of several lipid-based PD nanotherapeutics, functionalized nanoparticles, and technical aspects in brain delivery; and, finally, presents future perspectives to enhance the use of nanotherapeutics in PD treatment.
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Affiliation(s)
- Govindarajan Karthivashan
- Department of Biotechnology, College of Biomedical and Health Science, Konkuk University, Chungju, 27478, Republic of Korea; Research Institute of Inflammatory Diseases (RID), College of Biomedical and Health Science and BK21plus Glocal Education Program of Nutraceuticals Development, Konkuk University, Chungju, 27478, Republic of Korea
| | - Palanivel Ganesan
- Department of Biotechnology, College of Biomedical and Health Science, Konkuk University, Chungju, 27478, Republic of Korea; Department of Biomedical Chemistry, Nanotechnology Research Center, Department of Applied Life Science, College of Biomedical and Health Science, Konkuk University, Chungju, 27478, Republic of Korea
| | - Shin-Young Park
- Department of Biotechnology, College of Biomedical and Health Science, Konkuk University, Chungju, 27478, Republic of Korea
| | - Ho-Won Lee
- Department of Neurology, Kyungpook National University School of Medicine and Brain Science & Engineering Institute, Kyungpook National University, Daegu, 41404, Republic of Korea
| | - Dong-Kug Choi
- Department of Biotechnology, College of Biomedical and Health Science, Konkuk University, Chungju, 27478, Republic of Korea; Research Institute of Inflammatory Diseases (RID), College of Biomedical and Health Science and BK21plus Glocal Education Program of Nutraceuticals Development, Konkuk University, Chungju, 27478, Republic of Korea.
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14
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Prada SI, Pérez AM, Valderrama-Chaparro J, Molina-Echeverry MI, Orozco JL, Takeuchi Y. Direct cost of Parkinson's disease in a health system with high judicialization: evidence from Colombia. Expert Rev Pharmacoecon Outcomes Res 2019; 20:587-593. [PMID: 31627711 DOI: 10.1080/14737167.2020.1681266] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Objective: To estimate all-claims-all-conditions expenditures paid for by health plans for patients suffering from Parkinson´s disease (PD). Methods: Using administrative claims data from two health maintenance organizations for 2014 and 2015 in Colombia, we identified 2,917 patients with PD by applying an algorithm that uses International Statistical Classification of Diseases and Related Health Problems and Anatomical Therapeutic Chemical Classification System codes. Descriptive statistics were applied to compute unadjusted all-cause median costs. A generalized linear model was used to estimate adjusted and attributable direct costs of advanced PD. Results: Approximately 30% of the all-cause direct costs were associated with technologies not included in universal health coverage benefit packages. In 2015, the annual median interquartile range per patient all-cause direct costs to insurers was USD1,576 (605-3,617). About 16% of patients had advanced PD. Regression analysis estimated that additional costs attributable to advanced PD was USD3,416 (p = 0.000). Multimorbidity was highly prevalent, and 96% of PD patients had at least one other chronic condition. Conclusions: In the context of high judicialization, patients suffering from PD must increasingly use the judicial system to access treatment. To promote more equitable and efficient access benefit packages, developing countries must consider more thoroughly the needs of these patients.
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Affiliation(s)
- Sergio I Prada
- Centro de Investigaciones Clínicas (CIC), Fundación Valle del Lili , Cali, Colombia.,Centro PROESA, Universidad Icesi , Cali, Colombia
| | | | | | | | - Jorge Luis Orozco
- Departamento de Neurología, Fundación Valle del Lili , Cali, Colombia
| | - Yuri Takeuchi
- Facultad de Ciencias de la Salud, Universidad Icesi , Cali, Colombia.,Departamento de Neurología, Fundación Valle del Lili , Cali, Colombia
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Mantri S, Fullard ME, Beck J, Willis AW. State-level prevalence, health service use, and spending vary widely among Medicare beneficiaries with Parkinson disease. NPJ Parkinsons Dis 2019; 5:1. [PMID: 30701188 PMCID: PMC6345811 DOI: 10.1038/s41531-019-0074-8] [Citation(s) in RCA: 47] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2018] [Accepted: 12/13/2018] [Indexed: 01/24/2023] Open
Abstract
State-level variations in disease, healthcare utilization, and spending influence healthcare planning at federal and state levels and should be examined to understand national disparities in health outcomes. This descriptive study examined state-level variations in Parkinson disease (PD) prevalence, patient characteristics, Medicare spending, out-of-pocket costs, and health service utilization using data on 27.5 million Medicare beneficiaries in the US in 2014. We found that 45.8% (n = 179,496) of Medicare beneficiaries diagnosed with PD were women; 26.1% (n = 102,205) were aged 85+. The District of Columbia, New York, Illinois, Connecticut, and Florida had the highest age-, race-, and sex-adjusted prevalence of Parkinson disease among Medicare beneficiaries in the US. Women comprised over 48.5% of PD patient populations in West Virginia, Kentucky, Mississippi, Louisiana, and Arkansas. More than 31% of the PD populations in Connecticut, Pennsylvania, Hawaii, and Rhode Island were aged 85+. PD patients who were "dual-eligible"-receiving both Medicare and Medicaid benefits-also varied by state, from <10% to >25%. Hospitalizations varied from 304 to 653 stays per 1000 PD patients and accounted for 26.5% of the 7.9 billion United States Dollars (USD) paid by the Medicare program for healthcare services delivered to our sample. A diagnosis of PD was associated with greater healthcare use and spending. This study provides initial evidence of substantial geographic variation in PD patient characteristics, health service use, and spending. Further study is necessary to inform the development of state- and federal-level health policies that are cost-efficient and support desired outcomes for PD patients.
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Affiliation(s)
- Sneha Mantri
- Parkinsons Disease Research, Education, and Clinical Center (PADRECC), Philadelphia VA Medical Center, 3900 Woodland Avenue, Philadelphia, PA 19104 USA
- Department of Neurology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA USA
| | - Michelle E. Fullard
- Department of Neurology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA USA
| | - James Beck
- The Parkinson’s Foundation, New York, NY USA
| | - Allison W. Willis
- Department of Neurology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA USA
- Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, PA USA
- Center for Clinical Epidemiology and Biostatistics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA USA
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Chaudhuri KR, Titova N. Societal Burden and Persisting Unmet Needs of Parkinson’s Disease. ACTA ACUST UNITED AC 2019. [DOI: 10.17925/enr.2019.14.1.28] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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Bovolenta TM, de Azevedo Silva SMC, Saba RA, Borges V, Ferraz HB, Felicio AC. Average annual cost of Parkinson's disease in São Paulo, Brazil, with a focus on disease-related motor symptoms. Clin Interv Aging 2017; 12:2095-2108. [PMID: 29276379 PMCID: PMC5734235 DOI: 10.2147/cia.s151919] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Background Although Parkinson's disease is the second most prevalent neurodegenerative disease worldwide, its cost in Brazil - South America's largest country - is unknown. Objective The goal of this study was to calculate the average annual cost of Parkinson's disease in the city of São Paulo (Brazil), with a focus on disease-related motor symptoms. Subjects and methods This was a retrospective, cross-sectional analysis using a bottom-up approach (ie, from the society's perspective). Patients (N=260) at two tertiary public health centers, who were residents of the São Paulo metropolitan area, completed standardized questionnaires regarding their disease-related expenses. We used simple and multiple generalized linear models to assess the correlations between total cost and patient-related, as well as disease-related variables. Results The total average annual cost of Parkinson's disease was estimated at US$5,853.50 per person, including US$3,172.00 in direct costs (medical and nonmedical) and US$2,681.50 in indirect costs. Costs were directly correlated with disease severity (including the degree of motor symptoms), patients' age, and time since disease onset. Conclusion In this study, we determined the cost of Parkinson's disease in Brazil and observed that disease-related motor symptoms are a significant component of the costs incurred on the public health system, patients, and society in general.
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Affiliation(s)
| | | | - Roberta Arb Saba
- Neurology Department, Federal University of São Paulo, UNIFESP, São Paulo, Brazil
| | - Vanderci Borges
- Neurology Department, Federal University of São Paulo, UNIFESP, São Paulo
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