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Does the 5–2-1 criteria identify patients with advanced Parkinson's disease? Real-world screening accuracy and burden of 5–2-1-positive patients in 7 countries
BACKGROUND: The burden of Parkinson’s disease (PD) worsens with disease progression. However, the lack of objective and uniform disease classification challenges our understanding of the incremental burden in patients with advanced Parkinson’s disease (APD) and suboptimal medication control. The 5–2...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8785442/ https://www.ncbi.nlm.nih.gov/pubmed/35073872 http://dx.doi.org/10.1186/s12883-022-02560-1 |
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author | Malaty, Irene A. Martinez-Martin, Pablo Chaudhuri, K. Ray Odin, Per Skorvanek, Matej Jimenez-Shahed, Joohi Soileau, Michael J. Lindvall, Susanna Domingos, Josefa Jones, Sarah Alobaidi, Ali Jalundhwala, Yash J. Kandukuri, Prasanna L. Onuk, Koray Bergmann, Lars Femia, Samira Lee, Michelle Y. Wright, Jack Antonini, Angelo |
author_facet | Malaty, Irene A. Martinez-Martin, Pablo Chaudhuri, K. Ray Odin, Per Skorvanek, Matej Jimenez-Shahed, Joohi Soileau, Michael J. Lindvall, Susanna Domingos, Josefa Jones, Sarah Alobaidi, Ali Jalundhwala, Yash J. Kandukuri, Prasanna L. Onuk, Koray Bergmann, Lars Femia, Samira Lee, Michelle Y. Wright, Jack Antonini, Angelo |
author_sort | Malaty, Irene A. |
collection | PubMed |
description | BACKGROUND: The burden of Parkinson’s disease (PD) worsens with disease progression. However, the lack of objective and uniform disease classification challenges our understanding of the incremental burden in patients with advanced Parkinson’s disease (APD) and suboptimal medication control. The 5–2-1 criteria was proposed by clinical consensus to identify patients with advancing PD. Our objective was to evaluate the screening accuracy and incremental clinical burden, healthcare resource utilization (HCRU), and humanistic burden in PD patients meeting the 5–2-1 screening criteria. METHODS: Data were drawn from the Adelphi Parkinson’s Disease Specific Program (DSP™), a multi-country point-in-time survey (2017–2020). People with PD who were naive to device-aided therapy and on oral PD therapy were included. Patients meeting the 5–2-1 screening criteria had one or more of the three clinical indicators of APD: (i) ≥5 doses of oral levodopa/day, OR (ii) “off” symptoms for ≥2 h of waking day, OR (iii) ≥1 h of troublesome dyskinesia. Clinician assessment of PD stage was used as the reference in this study. Clinical screening accuracy of the 5–2-1 criteria was assessed using area under the curve and multivariable logistic regression models. Incremental clinical, HCRU, and humanistic burden were assessed by known-group comparisons between 5 and 2-1-positive and negative patients. RESULTS: From the analytic sample (n = 4714), 33% of patients met the 5–2-1 screening criteria. Among physician-classified APD patients, 78.6% were 5–2-1 positive. Concordance between clinician judgment and 5–2-1 screening criteria was > 75%. 5–2-1-positive patients were nearly 7-times more likely to be classified as APD by physician judgment. Compared with the 5–2-1-negative group, 5–2-1-positive patients had significantly higher clinical, HCRU, and humanistic burden across all measures. In particular, 5–2-1-positive patients had 3.8-times more falls, 3.6-times higher annual hospitalization rate, and 3.4-times greater dissatisfaction with PD treatment. 5–2-1-positive patients also had significantly lower quality of life and worse caregiver burden. CONCLUSIONS: 5–2-1 criteria demonstrated potential as a screening tool for identifying people with APD with considerable clinical, humanistic, and HCRU burden. The 5–2-1 screening criteria is an objective and reliable tool that may aid the timely identification and treatment optimization of patients inadequately controlled on oral PD medications. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12883-022-02560-1. |
format | Online Article Text |
id | pubmed-8785442 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-87854422022-01-24 Does the 5–2-1 criteria identify patients with advanced Parkinson's disease? Real-world screening accuracy and burden of 5–2-1-positive patients in 7 countries Malaty, Irene A. Martinez-Martin, Pablo Chaudhuri, K. Ray Odin, Per Skorvanek, Matej Jimenez-Shahed, Joohi Soileau, Michael J. Lindvall, Susanna Domingos, Josefa Jones, Sarah Alobaidi, Ali Jalundhwala, Yash J. Kandukuri, Prasanna L. Onuk, Koray Bergmann, Lars Femia, Samira Lee, Michelle Y. Wright, Jack Antonini, Angelo BMC Neurol Research BACKGROUND: The burden of Parkinson’s disease (PD) worsens with disease progression. However, the lack of objective and uniform disease classification challenges our understanding of the incremental burden in patients with advanced Parkinson’s disease (APD) and suboptimal medication control. The 5–2-1 criteria was proposed by clinical consensus to identify patients with advancing PD. Our objective was to evaluate the screening accuracy and incremental clinical burden, healthcare resource utilization (HCRU), and humanistic burden in PD patients meeting the 5–2-1 screening criteria. METHODS: Data were drawn from the Adelphi Parkinson’s Disease Specific Program (DSP™), a multi-country point-in-time survey (2017–2020). People with PD who were naive to device-aided therapy and on oral PD therapy were included. Patients meeting the 5–2-1 screening criteria had one or more of the three clinical indicators of APD: (i) ≥5 doses of oral levodopa/day, OR (ii) “off” symptoms for ≥2 h of waking day, OR (iii) ≥1 h of troublesome dyskinesia. Clinician assessment of PD stage was used as the reference in this study. Clinical screening accuracy of the 5–2-1 criteria was assessed using area under the curve and multivariable logistic regression models. Incremental clinical, HCRU, and humanistic burden were assessed by known-group comparisons between 5 and 2-1-positive and negative patients. RESULTS: From the analytic sample (n = 4714), 33% of patients met the 5–2-1 screening criteria. Among physician-classified APD patients, 78.6% were 5–2-1 positive. Concordance between clinician judgment and 5–2-1 screening criteria was > 75%. 5–2-1-positive patients were nearly 7-times more likely to be classified as APD by physician judgment. Compared with the 5–2-1-negative group, 5–2-1-positive patients had significantly higher clinical, HCRU, and humanistic burden across all measures. In particular, 5–2-1-positive patients had 3.8-times more falls, 3.6-times higher annual hospitalization rate, and 3.4-times greater dissatisfaction with PD treatment. 5–2-1-positive patients also had significantly lower quality of life and worse caregiver burden. CONCLUSIONS: 5–2-1 criteria demonstrated potential as a screening tool for identifying people with APD with considerable clinical, humanistic, and HCRU burden. The 5–2-1 screening criteria is an objective and reliable tool that may aid the timely identification and treatment optimization of patients inadequately controlled on oral PD medications. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12883-022-02560-1. BioMed Central 2022-01-24 /pmc/articles/PMC8785442/ /pubmed/35073872 http://dx.doi.org/10.1186/s12883-022-02560-1 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Malaty, Irene A. Martinez-Martin, Pablo Chaudhuri, K. Ray Odin, Per Skorvanek, Matej Jimenez-Shahed, Joohi Soileau, Michael J. Lindvall, Susanna Domingos, Josefa Jones, Sarah Alobaidi, Ali Jalundhwala, Yash J. Kandukuri, Prasanna L. Onuk, Koray Bergmann, Lars Femia, Samira Lee, Michelle Y. Wright, Jack Antonini, Angelo Does the 5–2-1 criteria identify patients with advanced Parkinson's disease? Real-world screening accuracy and burden of 5–2-1-positive patients in 7 countries |
title | Does the 5–2-1 criteria identify patients with advanced Parkinson's disease? Real-world screening accuracy and burden of 5–2-1-positive patients in 7 countries |
title_full | Does the 5–2-1 criteria identify patients with advanced Parkinson's disease? Real-world screening accuracy and burden of 5–2-1-positive patients in 7 countries |
title_fullStr | Does the 5–2-1 criteria identify patients with advanced Parkinson's disease? Real-world screening accuracy and burden of 5–2-1-positive patients in 7 countries |
title_full_unstemmed | Does the 5–2-1 criteria identify patients with advanced Parkinson's disease? Real-world screening accuracy and burden of 5–2-1-positive patients in 7 countries |
title_short | Does the 5–2-1 criteria identify patients with advanced Parkinson's disease? Real-world screening accuracy and burden of 5–2-1-positive patients in 7 countries |
title_sort | does the 5–2-1 criteria identify patients with advanced parkinson's disease? real-world screening accuracy and burden of 5–2-1-positive patients in 7 countries |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8785442/ https://www.ncbi.nlm.nih.gov/pubmed/35073872 http://dx.doi.org/10.1186/s12883-022-02560-1 |
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