This is the program for the 2010 Joint Statistical Meetings in Vancouver, British Columbia.

Abstract Details

Activity Number: 281
Type: Topic Contributed
Date/Time: Tuesday, August 3, 2010 : 8:30 AM to 10:20 AM
Sponsor: Section on Statistical Learning and Data Mining
Abstract - #307713
Title: Developing Targeted Protein Measurement for Label-Free Multiple Reaction Monitoring
Author(s): Dean Billheimer*+
Companies: The University of Arizona
Address: 1657 E Helen St., Tucson, AZ, 85721,
Keywords: proteomics ; multiple reaction monitoring ; biomarker verification ; label-free quantitation ; analytical sensitivity ; stable-isotope dilution
Abstract:

Liquid chromatography-multiple reaction monitoring mass spectrometry (LC-MRM-MS) provides a powerful tool for targeted protein quantitation. The most common implementation of LC-MRM-MS uses stable isotope dilution (SID), in which synthetic, isotopically labeled peptides serve as internal standards for all target peptides. Implementation of the SID-based approach is limited by the cost of acquiring standards, particularly when application to biomarker verification may require configuration of dozens to hundreds of assays. I evaluate performance of SID together with alternative methods that do not require isotopically labeled version of target peptides. I develop a measure of technical merit for comparing measurement methods, and show its extension to the multivariate calibration setting for MRM.


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