1
|
Sawant R, Paret K, Petrillo J, Koenig A, Wolowacz S, Ronquest N, Rickards H. Health state utility estimates for value assessments of novel treatments in Huntington's disease: a systematic literature review. Health Qual Life Outcomes 2024; 22:33. [PMID: 38627749 PMCID: PMC11020898 DOI: 10.1186/s12955-024-02242-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Accepted: 03/18/2024] [Indexed: 04/19/2024] Open
Abstract
BACKGROUND Huntington's disease (HD) is a progressive neurodegenerative disease with a devastating impact on patients and their families. Quantifying how treatments affect patient outcomes is critical for informing reimbursement decisions. Many countries mandate a formal value assessment in which the treatment benefit is measured as quality-adjusted life-years, calculated with the use of utility estimates that reflect respondents' preferences for health states. OBJECTIVE To summarize published health state utility data in HD and identify gaps and uncertainties in the data available that could be used to inform value assessments. METHODS We conducted a systematic literature review of studies that used preference-based instruments (e.g., EQ-5D and SF-6D) to estimate utility values for people with HD. The studies were published between January 2012 and December 2022. RESULTS Of 383 articles screened, 16 articles reported utility values estimated in 11 distinct studies. The utility measure most frequently reported was EQ-5D (9/11 studies). Two studies reported SF-6D data; one used time trade-off methods to value health state descriptions (vignettes). Although utility scores generally worsened to a lower value with increased HD severity, the estimates varied considerably across studies. The EQ-5D index range was 0.89 - 0.72 for mild/prodromal HD and 0.71 - 0.37 for severe/late-stage disease. CONCLUSIONS This study uncovered high variability in published utility estimates, indicating substantial uncertainty in existing data. Further research is needed to better understand preferences and valuation across all stages and domains of HD symptoms and the degree to which generic utility measures capture the impact of cognitive changes on quality of life.
Collapse
Affiliation(s)
- Ruta Sawant
- Sage Therapeutics, Inc, 215 First Street, Cambridge, MA, 02142, USA.
| | - Kyle Paret
- Health Economics, RTI Health Solutions, 3040 East Cornwallis Road, Research Triangle Park, Research Triangle Park, NC, USA
| | | | - Aaron Koenig
- Sage Therapeutics, Inc, 215 First Street, Cambridge, MA, 02142, USA
| | - Sorrel Wolowacz
- Health Economics, RTI Health Solutions, The Pavilion, Towers Business Park, Wilmslow Road, Didsbury, Manchester, UK
| | - Naoko Ronquest
- Health Economics, RTI Health Solutions, 3040 East Cornwallis Road, Research Triangle Park, Research Triangle Park, NC, USA
| | - Hugh Rickards
- Institute of Clinical Sciences, College of Medical and Dental Sciences, University of Birmingham, 32-34 Colmore Circus Queensway, Birmingham, UK
| |
Collapse
|
2
|
Sierra LA, Ullman CJ, Baselga-Garriga C, Pandeya SR, Frank SA, Laganiere S. Prevalence of neurocognitive disorder in Huntington's disease using the Enroll-HD dataset. Front Neurol 2023; 14:1198145. [PMID: 37521291 PMCID: PMC10375015 DOI: 10.3389/fneur.2023.1198145] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Accepted: 05/25/2023] [Indexed: 08/01/2023] Open
Abstract
Background Cognitive decline in Huntington's disease (HD) begins early in the disease course, however the reported prevalence and severity of cognitive impairment varies based on diagnostic approach. A Movement Disorders Society Task Force recently endorsed the use of standardized DSM-5-based criteria to diagnose neurocognitive disorder (NCD) in Huntington's disease. Objectives To determine the prevalence and severity of cognitive impairment across different stages of HD by applying NCD criteria (mild and major) to participant data from the Enroll-HD database. Methods Enroll-HD participants were triaged into either premanifest (preHD), manifest or control groups. PreHD was further dichotomized into preHD near or preHD far based on predicted time to diagnosis using the scaled CAG-age product score (CAPs). Embedded cognitive performance and functional independence measures were used to determine prevalence of NCD (mild and major) for all groups. Results Prevalence of NCD-mild was 25.2%-38.4% for manifest HD, 22.8%-47.3% for preHD near, 11.5%-25.1% for preHD far, and 8.8%-19.1% for controls. Prevalence of NCD-major was 21.1%-57.7% for manifest HD, 0.5%-16.3% for preHD near, 0.0%-4.5% for preHD far, and 0.0%-3.0% for controls. Conclusion The prevalence of NCD in HD is elevated in preHD and demonstrates a sharp rise prior to diagnosis. In manifest HD, the vast majority of participants meet criteria for NCD. These findings are important for optimizing clinical care and/or anticipating the need for supportive services.
Collapse
Affiliation(s)
- Luis A. Sierra
- Department of Neurology, Beth Israel Deaconess Medical Center, Boston, MA, United States
| | - Clementina J. Ullman
- Department of Neurology, Beth Israel Deaconess Medical Center, Boston, MA, United States
| | | | - Sarbesh R. Pandeya
- Department of Neurology, Beth Israel Deaconess Medical Center, Boston, MA, United States
| | - Samuel A. Frank
- Department of Neurology, Beth Israel Deaconess Medical Center, Boston, MA, United States
- Harvard Medical School, Boston, MA, United States
| | - Simon Laganiere
- Department of Neurology, Beth Israel Deaconess Medical Center, Boston, MA, United States
- Harvard Medical School, Boston, MA, United States
| |
Collapse
|
3
|
Shaw E, Mayer M, Ekwaru P, McMullen S, Graves E, Wu JW, Budd N, Maturi B, Cowling T, Mestre TA. Disease Burden of Huntington's Disease (HD) on People Living with HD and Care Partners in Canada. J Huntingtons Dis 2022; 11:179-193. [PMID: 35342095 PMCID: PMC9277690 DOI: 10.3233/jhd-210505] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Background: Huntington’s disease (HD) has been shown to reduce health-related quality of life (HRQoL) and affect healthcare resource utilization (HRU) among patients and care partners internationally but has not been studied specifically in the Canadian context. Objective: To characterize the burden of HD on individuals with HD and care partners of individuals with HD in Canada. Methods: An online survey was distributed (September 14–November 23, 2020) through patient organizations to collect data on demographic and clinical characteristics, as well as: HRQoL, measured using the 36-Item Short-Form Health Survey (SF-36v1); HRU, measured using the Client Service Receipt Inventory (CSRI); and care partner burden, measured using the Caregiver Strain Index (CSI) and Huntington’s Disease Quality of Life Battery for Carers (HDQoL-C). Descriptive statistics were used to report data and compare subgroups. Results: A total of 62 adult individuals with HD (or their proxies) and 48 care partners met defined eligibility criteria. The mean [standard deviation] age was 51.2 [13.8] and 58.1 [13.9] years for individuals with HD and care partner respondents, respectively. For individuals with HD, the greatest HRQoL burden (i.e., lowest score) was for the SF-36v1 Role –Physical scale (46.8 [42.9]). HRU was higher for some services (e.g., general practitioner visits) for respondents who had experienced motor onset transition. Among care partners, 55.3% experienced high strain, as indicated by the CSI. The HDQoL-C showed the greatest HRQoL burden in feelings about life (45.1 [17.9]). Conclusion: This study quantified the substantial burden on individuals with HD and care partners in Canada, addressing a critical knowledge gap that can affect the availability of and access to healthcare services.
Collapse
Affiliation(s)
- Eileen Shaw
- Medlior Health Outcomes Research Ltd., Calgary, AB, Canada
| | - Michelle Mayer
- Medlior Health Outcomes Research Ltd., Calgary, AB, Canada
| | - Paul Ekwaru
- Medlior Health Outcomes Research Ltd., Calgary, AB, Canada
| | | | - Erin Graves
- Medlior Health Outcomes Research Ltd., Calgary, AB, Canada
| | | | | | | | - Tara Cowling
- Medlior Health Outcomes Research Ltd., Calgary, AB, Canada
| | - Tiago A Mestre
- Parkinson's Disease and Movement Disorders Centre, Division of Neurology, Department of Medicine, The Ottawa Hospital Research Institute, University of Ottawa Brain and Mind Research Institute, Ottawa, ON, Canada
| |
Collapse
|
4
|
Huntington's disease influences employment before and during clinical manifestation: A systematic review. Parkinsonism Relat Disord 2022; 96:100-108. [PMID: 35379551 DOI: 10.1016/j.parkreldis.2022.02.022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/24/2021] [Revised: 02/19/2022] [Accepted: 02/27/2022] [Indexed: 11/24/2022]
Abstract
Huntington's disease (HD) is an inherited neurodegenerative disease. People at risk for HD can choose to get predictive testing years before the clinical onset. HD is characterized by motor, cognitive and psychiatric symptoms and has a mean age at onset between 30 and 50 years, an age at which people are usually still working. This systematic review focuses on summarizing which disease-specific characteristics influence employment and working capacity in HD. Twenty-three studies were identified and showed that while employment and working capacity in HD are negatively influenced by cognitive decline and motor impairments, apathy already plays a role in the prodromal stage. Moreover, the influence of HD transcends the clinical manifestation of the disease, as some people at risk are already experiencing the impact of HD on employment through fear of or actual genetic discrimination. Employment and working capacity are not influenced by predictive testing for HD in and of itself.
Collapse
|
5
|
Mohan A, Sun Z, Ghosh S, Li Y, Sathe S, Hu J, Sampaio C. A Machine-Learning Derived Huntington's Disease Progression Model: Insights for Clinical Trial Design. Mov Disord 2021; 37:553-562. [PMID: 34870344 DOI: 10.1002/mds.28866] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Revised: 10/12/2021] [Accepted: 11/04/2021] [Indexed: 11/06/2022] Open
Abstract
BACKGROUND Applying machine-learning algorithms to large datasets such as those available in Huntington's disease offers the opportunity to discover hidden patterns, often not discernible to clinical observation. OBJECTIVES To develop and validate a model of Huntington's disease progression using probabilistic machine learning methods. METHODS Longitudinal data encompassing 2079 assessment measures from four observational studies (PREDICT-HD, REGISTRY, TRACK-HD, and Enroll-HD) were integrated and machine-learning methods (Bayesian latent-variable analysis and continuous-time hidden Markov models) were applied to develop a probabilistic model of disease progression. The model was validated using a separate Enroll-HD dataset and compared with existing clinical reference assessments (Unified Huntington's Disease Rating Scale [UHDRS] diagnostic confidence level, total functional capacity, and total motor scores) and CAG-age product. RESULTS Nine disease states were discovered based on 44 motor, cognitive, and functional measures, which correlated with reference assessments. The validation set included 3158 participants (mean age, 48.4 years) of whom 61.5% had manifest disease. Analysis of transition times showed that "early-disease" states 1 and 2, which occur before motor diagnosis, lasted ~16 years. Increasing numbers of participants had motor onset during "transition" states 3 to 5, which collectively lasted ~10 years, and the "late-disease" states 6 to 9 also lasted ~10 years. The annual probability of conversion from one of the nine identified disease states to the next ranged from 5% to 27%. CONCLUSIONS The natural history of Huntington's disease can be described by nine disease states of increasing severity. The ability to derive characteristics of disease states and probabilities for progression through these states will improve trial design and participant selection. © 2021 International Parkinson and Movement Disorder Society.
Collapse
Affiliation(s)
- Amrita Mohan
- Center for Computational Health, CHDI Management/CHDI Foundation, Yorktown Heights, New York, USA
| | | | | | - Ying Li
- IBM Research, Princeton, New Jersey, USA
| | - Swati Sathe
- Center for Computational Health, CHDI Management/CHDI Foundation, Yorktown Heights, New York, USA
| | | | | |
Collapse
|
6
|
van der Zwaan KF, Jacobs M, van Zwet EW, Roos RAC, de Bot ST. Predictors of Working Capacity Changes Related to Huntington's Disease: A Longitudinal Study. J Huntingtons Dis 2021; 10:269-276. [PMID: 33523014 DOI: 10.3233/jhd-200446] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Huntington's disease (HD) is an inherited neurodegenerative disorder that is characterized by motor, cognitive, and psychiatric symptoms. Although 65%of HD expanded gene carriers report changes in employment as the first functional loss, little is known about the predictors leading to changes of working capacity. Given the impact on quality of life, understanding of these factors is of great clinical value. OBJECTIVE This study evaluates disease specific characteristics and their predictive value in loss of working capacity in HD. METHODS Longitudinal data was collected through the worldwide observational study (Enroll-HD), with 15,301 participants in total and 2,791 HD and healthy control participants meeting the inclusion criteria. Changes in working capacity were analyzed by means of a survival analysis. Predictive values of demographic factors and clinical characteristics were assessed for premanifest and manifest HD through Cox regressions. RESULTS HD expanded gene carriers, manifest and premanifest combined, had a 31%chance of experiencing changes in employment after three years, compared to 4%in healthy controls. Apathy was found to be the most crucial determinant of working capacity changes in premanifest HD, while executive and motor dysfunction play an important role in manifest HD. CONCLUSION HD expanded gene carriers are more likely to lose working capacity compared to healthy controls. Disease progression, altered motor function, cognitive decline, and in an early stage of the disease apathetic symptoms are indicative of negative changes in working capacity. Clinicians should recognize that early disease related changes, especially apathy, can affect working capacity.
Collapse
Affiliation(s)
| | - Milou Jacobs
- Department of Neurology, Leiden University Medical Center, Leiden, The Netherlands
| | - Erik W van Zwet
- Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, The Netherlands
| | - Raymund A C Roos
- Department of Neurology, Leiden University Medical Center, Leiden, The Netherlands
| | - Susanne T de Bot
- Department of Neurology, Leiden University Medical Center, Leiden, The Netherlands
| |
Collapse
|
7
|
Kwa L, Larson D, Yeh C, Bega D. Influence of Age of Onset on Huntington's Disease Phenotype. Tremor Other Hyperkinet Mov (N Y) 2020; 10:21. [PMID: 32775035 PMCID: PMC7394225 DOI: 10.5334/tohm.536] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2020] [Accepted: 06/26/2020] [Indexed: 11/20/2022] Open
Abstract
Background Older patients with Huntington's disease (HD) are often thought to have a slower progressing disease course with less behavioral symptoms than younger patients. However, phenotypic differences based on age of onset have not been well characterized in a large HD population. This study will determine the difference in manifestations and disease progression between patients with young, typical, and late onset adult HD at different stages of disease. Methods Data obtained from Enroll-HD. Adults with manifest HD were included. Age groups were defined as young onset (YO: 20-29 years), typical onset (TO: 30-59 years), and late onset (LO: 60+ years). Subjects were categorized by TFC score, from Stage I (least severe) to Stage V (most severe). Motor, cognitive, and behavioral symptoms were analyzed. Descriptive statistics and Bonferroni p-value correction for pairwise comparison were calculated. Results 7,311 manifest HD participants were included (612 YO, 5,776 TO, and 923 LO). The average decline in TFC score from baseline to second visit (1.5-2.5 years) was significantly faster for YO (-1.75 points) compared to TO (-1.23 points, p = 0.0105) or LO (-0.97 points, p = 0.0017). Motor deficits were worse for LO participants at early stages of HD, and worse for YO participants at advanced stages. YO and TO participants had greater burden of behavioral symptoms at early stages of disease compared to LO. Discussion YO is predictive of a faster functional decline for adults with HD when compared to those with TO and LO. Motor and behavioral manifestations differ based on age of onset. Highlights This study compares HD manifestations while controlling for disease severity, detailing robust phenotypic differences by age of onset alone. These findings have implications for the clinical management of HD symptoms and have the possibility to improve prognostic and treatment precision.
Collapse
Affiliation(s)
- Lauren Kwa
- Northwestern University Feinberg School of Medicine, US
| | - Danielle Larson
- Northwestern University Feinberg School of Medicine, Department of Neurology, US
| | - Chen Yeh
- Department of Preventive Medicine-Biostatistics, Northwestern University Feinberg School of Medicine, US
| | - Danny Bega
- Northwestern University Feinberg School of Medicine, Department of Neurology, US
| |
Collapse
|
8
|
Silvaggi F, Leonardi M, Tiraboschi P, Muscio C, Toppo C, Raggi A. Keeping People with Dementia or Mild Cognitive Impairment in Employment: A Literature Review on Its Determinants. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17030842. [PMID: 32013095 PMCID: PMC7037722 DOI: 10.3390/ijerph17030842] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/05/2019] [Revised: 01/24/2020] [Accepted: 01/27/2020] [Indexed: 12/11/2022]
Abstract
Background: Approximately 10–20% of people with early onset dementias (EOD) or mild cognitive impairment (MCI) are aged under 65 and, due to extended working life and increasing prevalence of dementias, they more and more frequently will be present in the active workforce. This review aimed to synthesize the available information about the ability of people with EOD or MCI to retain their participation in the labor workforce. Methods: We searched SCOPUS and EMBASE for peer-reviewed papers that reported studies assessing work ability in employees with EOD or MCI that were published in the period of January 2010 to August 2019. Results: We selected four publications, in which 1012 participants with EOD or MCI were enrolled (41.2% males). Cognitive difficulties rather than motor dysfunction were found to reduce patients’ ability to work. Two main themes emerged: management of dementia in the workplace and the impact of symptoms on working status. Conclusions: EOD and MCI impact on workforce participation by determining problems in executive functions. Although this review was based on a small sample of studies, it can be shown that support in the workplace may act as a facilitator to enhance workforce participation, and occupational health professionals can help patients with EOD or MCI continue working as much as possible.
Collapse
Affiliation(s)
- Fabiola Silvaggi
- UOC Neurologia, Salute Pubblica e Disabilità, Fondazione Irccs Istituto Neurologico Carlo Besta, 20133 Milan, Italy; (M.L.); (C.T.); (A.R.)
- Correspondence: ; Tel.: +39-02-2394-3105
| | - Matilde Leonardi
- UOC Neurologia, Salute Pubblica e Disabilità, Fondazione Irccs Istituto Neurologico Carlo Besta, 20133 Milan, Italy; (M.L.); (C.T.); (A.R.)
| | - Pietro Tiraboschi
- UOC Neurologia 5 – Neuropatologia, Fondazione Irccs Istituto Neurologico Carlo Besta, 20133 Milan, Italy; (P.T.); (C.M.)
| | - Cristina Muscio
- UOC Neurologia 5 – Neuropatologia, Fondazione Irccs Istituto Neurologico Carlo Besta, 20133 Milan, Italy; (P.T.); (C.M.)
| | - Claudia Toppo
- UOC Neurologia, Salute Pubblica e Disabilità, Fondazione Irccs Istituto Neurologico Carlo Besta, 20133 Milan, Italy; (M.L.); (C.T.); (A.R.)
| | - Alberto Raggi
- UOC Neurologia, Salute Pubblica e Disabilità, Fondazione Irccs Istituto Neurologico Carlo Besta, 20133 Milan, Italy; (M.L.); (C.T.); (A.R.)
| |
Collapse
|
9
|
Schwartz AE, van Walsem MR, Brean A, Frich JC. Therapeutic Use of Music, Dance, and Rhythmic Auditory Cueing for Patients with Huntington's Disease: A Systematic Review. J Huntingtons Dis 2019; 8:393-420. [PMID: 31450508 PMCID: PMC6839482 DOI: 10.3233/jhd-190370] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Background: Studies have assessed the therapeutic effect of music, dance, and rhythmic auditory cueing for patients with Huntington’s disease (HD). However, the synthesis of evidence in support of their positive impact on symptoms is lacking. Objective: We conducted a systematic literature review to evaluate the potential benefits of music, dance, and rhythm on the cognitive, psychiatric and motor function in patients with HD. Methods: Two- and three-keyword searches and a manual search identified medical literature published from 1999 through 2019. We considered literature that assessed outcomes of art-based rehabilitation programs or individual modalities for persons with early, middle, or advanced HD. Structured analysis was conducted using data entry tables with categories for patient health status, art methods, and outcomes. Results: Seven articles and six abstracts met eligibility criteria, of which nine evaluated art-based rehabilitation programs. Studies mainly assessed cognitive, psychiatric, and motor functions through music, dance, or rhythm modalities. Although results were conflicting, in summary improvements to motor function were dependent on disease severity and more responsive to art therapy programs than rhythm-motor synchronization. Benefits to global cognition that resulted from rhythmic training correlated with microstructural changes. Qualitative data verified a positive impact on language production, chorea, behavior, and quality of life. Conclusions: Our review has shown a potential benefit of music, dance, and rhythm for patients with HD, which is particularly important for a disease that has no cure. Art forms seemed to affect cognitive, psychiatric, motor, psychosocial, and neuroanatomical domains. However, evidence is preliminary, warranting further investigation to establish the foundation for this field.
Collapse
Affiliation(s)
- Anna E Schwartz
- Institute of Health and Society, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Marleen R van Walsem
- Institute of Health and Society, Faculty of Medicine, University of Oslo, Oslo, Norway.,Department of Neurohabilitation, Oslo University Hospital, Oslo, Norway
| | - Are Brean
- Department of Music Education and Music Therapy, Norwegian Academy of Music, Oslo, Norway
| | - Jan C Frich
- Institute of Health and Society, Faculty of Medicine, University of Oslo, Oslo, Norway.,South-Eastern Norway Regional Health Authority, Norway
| |
Collapse
|