title: A rapid, reproducible, on-the-fly orthogonal array optimization method for targeted protein quantification by LC/MS and its application for accurate and sensitive quantification of carbonyl reductases in human liver.
abstract: Liquid chromatography (LC)/mass spectrometry (MS) in selected-reactions-monitoring (SRM) mode provides a powerful tool for targeted protein quantification. However, efficient, high-throughput strategies for proper selection of signature peptides (SP) for protein quantification and accurate optimization of their SRM conditions remain elusive. Here we describe an on-the-fly, orthogonal array optimization (OAO) approach that enables rapid, comprehensive, and reproducible SRM optimization of a large number of candidate peptides in a single nanoflow-LC/MS run. With the optimized conditions, many peptide candidates can be evaluated in biological matrixes for selection of the final SP. The OAO strategy employs a systematic experimental design that strategically varies product ions, declustering energy, and collision energy in a cycle of 25 consecutive SRM trials, which accurately reveals the effects of these factors on the signal-to-noise ratio of a candidate peptide and optimizes each. As proof of concept, we developed a highly sensitive, accurate, and reproducible method for the quantification of carbonyl reductases CBR1 and CBR3 in human liver. Candidate peptides were identified by nano-LC/LTQ/Orbitrap, filtered using a stringent set of criteria, and subjected to OAO. After evaluating both sensitivity and stability of the candidates, two SP were selected for quantification of each protein. As a result of the accurate OAO of assay conditions, sensitivities of 80 and 110 amol were achieved for CBR1 and CBR3, respectively. The method was validated and used to quantify the CBRs in 33 human liver samples. The mean level of CBR1 was 93.4 +/- 49.7 (range: 26.2-241) ppm of total protein, and of CBR3 was 7.69 +/- 4.38 (range: 1.26-17.9) ppm. Key observations of this study: (i) evaluation of peptide stability in the target matrix is essential for final selection of the SP; (ii) utilization of two unique SP contributes to high reliability of target protein quantification; (iii) it is beneficial to construct calibration curves using standard proteins of verified concentrations to avoid severe biases that may result if synthesized peptides alone are used. Overall, the OAO method is versatile and adaptable to high-throughput quantification of validated biomarkers identified by proteomic discovery experiments.
authors.affiliation: The Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, Amherst, New York 14260, USA.
authors.forename: Jin
authors.initials: J
authors.lastname: Cao
authors.forename: Vanessa
authors.initials: V
authors.lastname: Gonzalez-Covarrubias
authors.forename: Vanessa M
authors.initials: VM
authors.lastname: Covarrubias
authors.forename: Robert M
authors.initials: RM
authors.lastname: Straubinger
authors.forename: Hao
authors.initials: H
authors.lastname: Wang
authors.forename: Xiaotao
authors.initials: X
authors.lastname: Duan
authors.forename: Haoying
authors.initials: H
authors.lastname: Yu
authors.forename: Jun
authors.initials: J
authors.lastname: Qu
authors.forename: Javier G
authors.initials: JG
authors.lastname: Blanco
mesh_terms: D000429:Alcohol Oxidoreductases / Q000032:analysis*; D000595:Amino Acid Sequence; D002851:Chromatography, High Pressure Liquid / Q000379:methods*; D006801:Humans; D008099:Liver / Q000201:enzymology*; D013058:Mass Spectrometry / Q000379:methods*; D017434:Protein Structure, Tertiary; D015203:Reproducibility of Results
chemical_list: D000429:Alcohol Oxidoreductases