Impact of early intervention and disease modification in patients with predementia Alzheimer’s disease: a Markov model simulation

David Budd1, Leah C Burns2, Zhenchao Guo2, Gilbert L’Italien2,3, Pablo Lapuerta11Bristol-Myers Squibb, Princeton, NJ, USA; 2Bristol-Myers Squibb, Wallingford, CT, USA; 3Yale University School of Medicine, New Haven, CT, USABackground: Early screenings involving biomarkers and use of po...

Full description

Bibliographic Details
Main Authors: Budd D, Burns LC, Guo Z, L’Italien G, Lapuerta P
Format: Article
Language:English
Published: Dove Medical Press 2011-10-01
Series:ClinicoEconomics and Outcomes Research
Online Access:http://www.dovepress.com/impact-of-early-intervention-and-disease-modification-in-patients-with-a8426
id doaj-93306280c63f4d4399ed5c36ba37260c
record_format Article
spelling doaj-93306280c63f4d4399ed5c36ba37260c2020-11-25T01:22:48ZengDove Medical PressClinicoEconomics and Outcomes Research1178-69812011-10-012011default189195Impact of early intervention and disease modification in patients with predementia Alzheimer’s disease: a Markov model simulationBudd DBurns LCGuo ZL’Italien GLapuerta PDavid Budd1, Leah C Burns2, Zhenchao Guo2, Gilbert L’Italien2,3, Pablo Lapuerta11Bristol-Myers Squibb, Princeton, NJ, USA; 2Bristol-Myers Squibb, Wallingford, CT, USA; 3Yale University School of Medicine, New Haven, CT, USABackground: Early screenings involving biomarkers and use of potential disease-modifying therapies (DMTs) may have significant humanistic implications for treatment strategies in Alzheimer’s disease.Methods: Markov models simulated transitions of patient cohorts beginning in predementia, a hypothetical early stage of Alzheimer’s disease marked by objective cognitive impairment/memory complaints without functional impairment, and followed for 10 years. Hypothetical cohorts of 10,000 patients included those who were treated with standard of care (donepezil) upon reaching mild–moderate Alzheimer’s disease, a DMT in predementia, and a DMT in mild-moderate Alzheimer’s disease. Transition probabilities were based on data from the Alzheimer’s Disease Neuroimaging Initiative and published clinical data, and estimated for the hypothetical DMT. In each disease stage (predementia, mild, moderate, or severe), time was computed and costs were estimated using literature review and published data, and published data provided mortality rates. The impact of screening was evaluated using positive predictive value (patients identified as predementia truly at risk for transition to dementia).Results: Earlier treatment yielded modest gains in total life-years; however, the distribution was skewed towards milder disease. Assuming a 25% reduction in the annual risk of progression, treating predementia patients with DMT increased life-years in predementia to mild states on average from 3.2 to 4.2, while life-years spent in moderate-to-severe Alzheimer’s disease decreased from 2.6 to 2.2. Average time in the community increased from 4.4 to 5.4 years, while time in long-term care declined from 1.3 to 0.9 years. This impact grows as the advantage of the novel agent increases. Screening accuracy had significant implications for cost-effectiveness.Conclusion: If screening can accurately identify predementia patients at risk for progression, earlier treatment with DMTs has the potential benefit to patients of prolonging time in milder disease, reducing time spent with more severe disease, increasing time in the community, and reducing time in long-term care.Keywords: Alzheimer’s disease, Markov model, disease-modifying therapy, donepezil, standard of care, predementiahttp://www.dovepress.com/impact-of-early-intervention-and-disease-modification-in-patients-with-a8426
collection DOAJ
language English
format Article
sources DOAJ
author Budd D
Burns LC
Guo Z
L’Italien G
Lapuerta P
spellingShingle Budd D
Burns LC
Guo Z
L’Italien G
Lapuerta P
Impact of early intervention and disease modification in patients with predementia Alzheimer’s disease: a Markov model simulation
ClinicoEconomics and Outcomes Research
author_facet Budd D
Burns LC
Guo Z
L’Italien G
Lapuerta P
author_sort Budd D
title Impact of early intervention and disease modification in patients with predementia Alzheimer’s disease: a Markov model simulation
title_short Impact of early intervention and disease modification in patients with predementia Alzheimer’s disease: a Markov model simulation
title_full Impact of early intervention and disease modification in patients with predementia Alzheimer’s disease: a Markov model simulation
title_fullStr Impact of early intervention and disease modification in patients with predementia Alzheimer’s disease: a Markov model simulation
title_full_unstemmed Impact of early intervention and disease modification in patients with predementia Alzheimer’s disease: a Markov model simulation
title_sort impact of early intervention and disease modification in patients with predementia alzheimer’s disease: a markov model simulation
publisher Dove Medical Press
series ClinicoEconomics and Outcomes Research
issn 1178-6981
publishDate 2011-10-01
description David Budd1, Leah C Burns2, Zhenchao Guo2, Gilbert L’Italien2,3, Pablo Lapuerta11Bristol-Myers Squibb, Princeton, NJ, USA; 2Bristol-Myers Squibb, Wallingford, CT, USA; 3Yale University School of Medicine, New Haven, CT, USABackground: Early screenings involving biomarkers and use of potential disease-modifying therapies (DMTs) may have significant humanistic implications for treatment strategies in Alzheimer’s disease.Methods: Markov models simulated transitions of patient cohorts beginning in predementia, a hypothetical early stage of Alzheimer’s disease marked by objective cognitive impairment/memory complaints without functional impairment, and followed for 10 years. Hypothetical cohorts of 10,000 patients included those who were treated with standard of care (donepezil) upon reaching mild–moderate Alzheimer’s disease, a DMT in predementia, and a DMT in mild-moderate Alzheimer’s disease. Transition probabilities were based on data from the Alzheimer’s Disease Neuroimaging Initiative and published clinical data, and estimated for the hypothetical DMT. In each disease stage (predementia, mild, moderate, or severe), time was computed and costs were estimated using literature review and published data, and published data provided mortality rates. The impact of screening was evaluated using positive predictive value (patients identified as predementia truly at risk for transition to dementia).Results: Earlier treatment yielded modest gains in total life-years; however, the distribution was skewed towards milder disease. Assuming a 25% reduction in the annual risk of progression, treating predementia patients with DMT increased life-years in predementia to mild states on average from 3.2 to 4.2, while life-years spent in moderate-to-severe Alzheimer’s disease decreased from 2.6 to 2.2. Average time in the community increased from 4.4 to 5.4 years, while time in long-term care declined from 1.3 to 0.9 years. This impact grows as the advantage of the novel agent increases. Screening accuracy had significant implications for cost-effectiveness.Conclusion: If screening can accurately identify predementia patients at risk for progression, earlier treatment with DMTs has the potential benefit to patients of prolonging time in milder disease, reducing time spent with more severe disease, increasing time in the community, and reducing time in long-term care.Keywords: Alzheimer’s disease, Markov model, disease-modifying therapy, donepezil, standard of care, predementia
url http://www.dovepress.com/impact-of-early-intervention-and-disease-modification-in-patients-with-a8426
work_keys_str_mv AT buddd impactofearlyinterventionanddiseasemodificationinpatientswithpredementiaalzheimeramprsquosdiseaseamarkovmodelsimulation
AT burnslc impactofearlyinterventionanddiseasemodificationinpatientswithpredementiaalzheimeramprsquosdiseaseamarkovmodelsimulation
AT guoz impactofearlyinterventionanddiseasemodificationinpatientswithpredementiaalzheimeramprsquosdiseaseamarkovmodelsimulation
AT lamprsquoitalieng impactofearlyinterventionanddiseasemodificationinpatientswithpredementiaalzheimeramprsquosdiseaseamarkovmodelsimulation
AT lapuertap impactofearlyinterventionanddiseasemodificationinpatientswithpredementiaalzheimeramprsquosdiseaseamarkovmodelsimulation
_version_ 1725125295898361856