A Precision Medicine Approach to Treating Alzheimer's Disease Using Rosiglitazone Therapy: A Biomarker Analysis of the REFLECT Trials

被引:16
|
作者
O'Bryant, Sid E. [1 ,2 ]
Zhang, Fan [1 ,3 ]
Petersen, Melissa [1 ,3 ]
Johnson, Leigh [1 ,2 ]
Hall, James [1 ,2 ]
Rissman, Robert A. [3 ,4 ]
机构
[1] Univ North Texas, Hlth Sci Ctr, Inst Translat Res, Ft Worth, TX USA
[2] Univ North Texas, Hlth Sci Ctr, Dept Pharmacol & Neurosci, Ft Worth, TX USA
[3] Univ North Texas, Hlth Sci Ctr, Dept Family Med, Ft Worth, TX USA
[4] Univ Calif San Diego, Dept Neurosci, San Diego, CA 92103 USA
基金
美国国家卫生研究院;
关键词
Alzheimer's disease; clinical trial; predictive biomarker; rosiglitazone; DIABETES-MELLITUS; PROTEOMIC SIGNATURE; RISK-FACTORS; DEMENTIA; PROGRESSION; DIAGNOSIS; PLACEBO; STROKE; HEALTH; GENE;
D O I
10.3233/JAD-201610
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Background: The REFLECT trials were conducted to examine the treatment of mild-to-moderate Alzheimer's disease utilizing a peroxisome proliferator-activated receptor gamma agonist. Objective: To generate a predictive biomarker indicative of positive treatment response using samples from the previously conducted REFLECT trials. Methods: Data were analyzed on 360 participants spanning multiple negative REFLECT trials, which included treatment with rosiglitazone and rosiglitazone XR. Support vector machine analyses were conducted to generate a predictive biomarker profile. Results: A pre-defined 6-protein predictive biomarker (IL6, IL10, CRP, TNF alpha, FABP-3, and PPY) correctly classified treatment response with 100%accuracy across study arms for REFLECT Phase II trial (AVA100193) and multiple Phase III trials (AVA105640, AV102672, and AVA102670). When the data was combined across all rosiglitazone trial arms, a global RSG-predictive biomarker with the same 6-protein predictive biomarker was able to accurately classify 98%of treatment responders. Conclusion: A predictive biomarker comprising of metabolic and inflammatory markers was highly accurate in identifying those patients most likely to experience positive treatment response across the REFLECT trials. This study provides additional proof-of-concept that a predictive biomarker can be utilized to help with screening and predicting treatment response, which holds tremendous benefit for clinical trials.
引用
收藏
页码:557 / 568
页数:12
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