High-Resolution Serum Proteomic Profiling of Alzheimer Disease Samples Reveals Disease-Specific, Carrier-Protein–Bound Mass Signatures

Author:

Lopez Mary F1,Mikulskis Alvydas1,Kuzdzal Scott2,Bennett David A3,Kelly Jeremiah3,Golenko Eva1,DiCesare Joseph2,Denoyer Eric2,Patton Wayne F1,Ediger Richard2,Sapp Lisa1,Ziegert Tillmann4,Lynch Christopher2,Kramer Susan1,Whiteley Gordon R5,Wall Michael R6,Mannion David P6,della Cioppa Guy6,Rakitan John S6,Wolfe Gershon M6

Affiliation:

1. PerkinElmer Life and Analytical Sciences, Boston, MA

2. PerkinElmer Life and Analytical Sciences, Shelton, CT

3. Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, IL

4. PerkinElmer Life and Analytical Sciences, Beaconsfield, Bucks, United Kingdom

5. Clinical Proteomics Reference Laboratory, SAIC-Frederick, Inc., NCI Frederick, Gaithersburg, MD

6. Predictive Diagnostics, Inc., Vacaville, CA

Abstract

Abstract Background: Researchers typically search for disease markers using a “targeted” approach in which a hypothesis about the disease mechanism is tested and experimental results either confirm or disprove the involvement of a particular gene or protein in the disease. Recently, there has been interest in developing disease diagnostics based on unbiased quantification of differences in global patterns of protein and peptide masses, typically in blood from individuals with and without disease. We combined a suite of methods and technologies, including novel sample preparation based on carrier-protein capture and biomarker enrichment, high-resolution mass spectrometry, a unique cohort of well-characterized persons with and without Alzheimer disease (AD), and powerful bioinformatic analysis, that add statistical and procedural robustness to biomarker discovery from blood. Methods: Carrier-protein–bound peptides were isolated from serum samples by affinity chromatography, and peptide mass spectra were acquired by a matrix-assisted laser desorption/ionization (MALDI) orthogonal time-of-flight (O-TOF) mass spectrometer capable of collecting data over a broad mass range (100 to >300 000 Da) in a single acquisition. Discriminatory analysis of mass spectra was used to process and analyze the raw mass spectral data. Results: Coupled with the biomarker enrichment protocol, the high-resolution MALDI O-TOF mass spectra provided informative, reproducible peptide signatures. The raw mass spectra were analyzed and used to build discriminant disease models that were challenged with blinded samples for classification. Conclusions: Carrier-protein enrichment of disease biomarkers coupled with high-resolution mass spectrometry and discriminant pattern analysis is a powerful technology for diagnostics and population screening. The mass fingerprint model successfully classified blinded AD patient and control samples with high sensitivity and specificity.

Publisher

Oxford University Press (OUP)

Subject

Biochemistry (medical),Clinical Biochemistry

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