Performance of Validated MicroRNA Biomarkers for Alzheimer's Disease in Mild Cognitive Impairment

被引:11
|
作者
Sandau, Ursula S. [1 ]
Wiedrick, Jack T. [2 ]
Smith, Sierra J. [1 ]
McFarland, Trevor J. [1 ]
Lusardi, Theresa A. [3 ]
Lind, Babett [4 ]
Harrington, Christina A. [5 ]
Lapidus, Jodi A. [2 ,6 ]
Galasko, Douglas R. [7 ]
Quinn, Joseph F. [8 ,9 ,10 ]
Saugstad, Julie A. [1 ]
机构
[1] Oregon Hlth & Sci Univ, Dept Anesthesiol & Perioperat Med, 3181 SW Sam Jackson Pk Rd,L459, Portland, OR 97239 USA
[2] Oregon Hlth & Sci Univ, Biostat & Design Program, Portland, OR 97239 USA
[3] Oregon Hlth & Sci Univ, Knight Canc Inst, Canc Early Detect Adv Res Ctr, Portland, OR 97239 USA
[4] Oregon Hlth & Sci Univ, Layton Aging & Alzheimers Ctr, Dept Neurol, Portland, OR 97239 USA
[5] Oregon Hlth & Sci Univ, Integrated Genom Lab, Portland, OR 97239 USA
[6] Oregon Hlth & Sci Univ Portland State Univ Sch Pu, Portland, OR USA
[7] Univ Calif San Diego, Dept Neurosci, La Jolla, CA 92093 USA
[8] Oregon Hlth & Sci Univ, Parkinson Ctr, Sch Med, Portland, OR 97239 USA
[9] Oregon Hlth & Sci Univ, Movement Disorders Program, Sch Med, Portland, OR 97239 USA
[10] Portland VAMC Parkinsons Dis Res Educ & Clin Ctr, Portland, OR USA
关键词
Alzheimer's disease; amyloid; APOE epsilon 4; biomarkers; cerebrospinal fluid; microRNA; mild cognitive impairment; tau proteins; ASSOCIATION WORKGROUPS; DIAGNOSTIC GUIDELINES; NATIONAL INSTITUTE; CEREBROSPINAL-FLUID; APOLIPOPROTEIN-E; RECOMMENDATIONS; DEMENTIA;
D O I
10.3233/JAD-200396
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Background: Cerebrospinal fluid (CSF) microRNA (miRNA) biomarkers of Alzheimer's disease (AD) have been identified, but have not been evaluated in prodromal AD, including mild cognitive impairment (MCI). Objective: To assess whether a set of validated AD miRNA biomarkers in CSF are also sensitive to early-stage pathology as exemplified by MCI diagnosis. Methods: We measured the expression of 17 miRNA biomarkers for AD in CSF samples from AD, MCI, and cognitively normal controls (NC). We then examined classification performance of the miRNAs individually and in combination. For each miRNA, we assessed median expression in each diagnostic group and classified markers as trending linearly, nonlinearly, or lacking any trend across the three groups. For trending miRNAs, we assessed multimarker classification performance alone and in combination with apolipoprotein E epsilon 4 allele (APOE epsilon 4) genotype and amyloid-beta(42) to total tau ratio (A beta(42):T-Tau). We identified predicted targets of trending miRNAs using pathway analysis. Results: Five miRNAs showed a linear trend of decreasing median expression across the ordered diagnoses (control to MCI to AD). The trending miRNAs jointly predicted AD with area under the curve (AUC) of 0.770, and MCI with AUC of 0.705. A beta(42):T-Tau alone predicted MCI with AUC of 0.758 and the AUC improved to 0.813 (p = 0.051) after adding the trending miRNAs. Multivariate correlation of the five trending miRNAs with A beta(42):T-Tau was weak. Conclusion: Selected miRNAs combined with A beta(42):T-Tau improved classification performance (relative to protein biomarkers alone) for MCI, despite a weak correlation with A beta(42):T-Tau. Together these data suggest that that these miRNAs carry novel information relevant to AD, even at the MCI stage. Preliminary target prediction analysis suggests novel roles for these biomarkers.
引用
收藏
页码:245 / 263
页数:19
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