Screening and treatment for Alzheimer's disease: Predicting population-level outcomes

被引:4
作者
Furiak, Nicolas M. [1 ]
Kahle-Wrobleski, Kristin [2 ]
Callahan, Christopher [3 ]
Klein, Timothy M. [1 ]
Klein, Robert W. [1 ]
Siemers, Eric R. [2 ]
机构
[1] Med Decis Modeling Inc, Indianapolis, IN USA
[2] Eli Lilly & Co, Lilly Res Labs, Indianapolis, IN 46285 USA
[3] Indiana Univ Sch Med, Regenstrief Inst Inc, Indianapolis, IN USA
关键词
Alzheimer's disease; Dementia; Screening; Simulation; Modeling; Policy; MILD COGNITIVE IMPAIRMENT; AMERICAN-CANCER-SOCIETY; PUBLIC-HEALTH IMPACT; ASSOCIATION WORKGROUPS; DIAGNOSTIC GUIDELINES; NATIONAL INSTITUTE; COLORECTAL-CANCER; COST-EFFECTIVENESS; LIFETIME RISK; TASK-FORCE;
D O I
10.1016/j.jalz.2011.05.2415
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Background: Advances in screening and treatment are needed to mitigate increasing prevalence of dementia due to Alzheimer's disease (DAT). Current proposals to revise Alzheimer's disease (AD) diagnostic criteria incorporate diagnostic biomarkers. Such revisions would allow identification of persons with AD pathology before the onset of dementia. The population-level impact of screening for preclinical AD and treating with a disease-modifying agent is important when evaluating new biomarkers and medications. Methods: A published computer simulation model assigned AD-related event times, such that delays in disease progression due to therapy effectiveness can be estimated for a preclinical AD cohort. Attributes such as screening sensitivity/specificity, treatment efficacy, age at first screening, and rescreening intervals were varied. Outcomes included incident mild cognitive impairment (MCI-AD), incident DAT, and number of patients recommended for treatment. Results: One-time screening at age 65 years, 50% efficacy, and literature-based proxy persistence rates yielded 12.4% incidence of MCI-AD and 0.9% decrease in DAT incidence from base case of no screening/treatment. Modest reductions in incident MCI-AD and DAT were observed with more sensitive testing. Reducing specificity yielded greater reductions in MCI-AD and DAT cases, albeit by treating more patients. Probabilistic sensitivity analysis predicted that for a cohort of patients aged 65 years, the number that needed to be treated to avoid one AD case was 11.6 (range: 5.7-104). Conclusion: The reduction in MCI-AD and DAT depends on initial screening age, screening frequency, and specificity. When considering population-level impact of screening treatment, the effect of these parameters on incidence would need to be weighed against the number of individuals screened and treated. (C) 2012 The Alzheimer's Association. All rights reserved.
引用
收藏
页码:31 / 38
页数:8
相关论文
共 32 条
[1]   The diagnosis of mild cognitive impairment due to Alzheimer's disease: Recommendations from the National Institute on Aging-Alzheimer's Association workgroups on diagnostic guidelines for Alzheimer's disease [J].
Albert, Marilyn S. ;
DeKosky, Steven T. ;
Dickson, Dennis ;
Dubois, Bruno ;
Feldman, Howard H. ;
Fox, Nick C. ;
Gamst, Anthony ;
Holtzman, David M. ;
Jagust, William J. ;
Petersen, Ronald C. ;
Snyder, Peter J. ;
Carrillo, Maria C. ;
Thies, Bill ;
Phelps, Creighton H. .
ALZHEIMERS & DEMENTIA, 2011, 7 (03) :270-279
[2]   Audit of negative assessments in a breast-screening programme in women who later develop breast cancer - implications for survival [J].
Allgood, P. C. ;
Duffy, S. W. ;
Warren, R. ;
Hunnam, G. .
BREAST, 2006, 15 (04) :503-509
[3]  
Alzheimer Association, 2010, FACTS FIG
[4]   Screening mammography in women 40 to 49 years of age: A systematic review for the American College of Physicians [J].
Armstrong, Katrina ;
Moye, Elizabeth ;
Williams, Sankey ;
Berlin, Jesse A. ;
Reynolds, Eileen E. .
ANNALS OF INTERNAL MEDICINE, 2007, 146 (07) :516-526
[5]   Are there downsides to mammography screening? [J].
Baines, CJ .
BREAST JOURNAL, 2005, 11 (02) :S7-S10
[6]   Early discontinuation of tamoxifen - A lesson for oncologists [J].
Barron, Thomas I. ;
Connolly, Roisin M. ;
Bennett, Kathleen ;
Feely, John ;
Kennedy, M. John .
CANCER, 2007, 109 (05) :832-839
[7]  
Beiser A, 2000, STAT MED, V19, P1495, DOI 10.1002/(SICI)1097-0258(20000615/30)19:11/12<1495::AID-SIM441>3.0.CO
[8]  
2-E
[9]   Pinpointing plaques with PIB [J].
Blennow, Kaj ;
Zetterberg, Henrik .
NATURE MEDICINE, 2006, 12 (07) :753-754
[10]   Projections of Alzheimer's disease in the United States and the public health impact of delaying disease onset [J].
Brookmeyer, R ;
Gray, S ;
Kawas, C .
AMERICAN JOURNAL OF PUBLIC HEALTH, 1998, 88 (09) :1337-1342