title: Improvements in proteomic metrics of low abundance proteins through proteome equalization using ProteoMiner prior to MudPIT.
abstract: Ideally, shotgun proteomics would facilitate the identification of an entire proteome with 100% protein sequence coverage. In reality, the large dynamic range and complexity of cellular proteomes results in oversampling of abundant proteins, while peptides from low abundance proteins are undersampled or remain undetected. We tested the proteome equalization technology, ProteoMiner, in conjunction with Multidimensional Protein Identification Technology (MudPIT) to determine how the equalization of protein dynamic range could improve shotgun proteomics methods for the analysis of cellular proteomes. Our results suggest low abundance protein identifications were improved by two mechanisms: (1) depletion of high abundance proteins freed ion trap sampling space usually occupied by high abundance peptides and (2) enrichment of low abundance proteins increased the probability of sampling their corresponding more abundant peptides. Both mechanisms also contributed to dramatic increases in the quantity of peptides identified and the quality of MS/MS spectra acquired due to increases in precursor intensity of peptides from low abundance proteins. From our large data set of identified proteins, we categorized the dominant physicochemical factors that facilitate proteome equalization with a hexapeptide library. These results illustrate that equalization of the dynamic range of the cellular proteome is a promising methodology to improve low abundance protein identification confidence, reproducibility, and sequence coverage in shotgun proteomics experiments, opening a new avenue of research for improving proteome coverage.
authors.affiliation: Department of Chemical Physiology, The Scripps Research Institute, 10550 North Torrey Pines Road, La Jolla, California 92037, USA.
authors.forename: Bryan R
authors.initials: BR
authors.lastname: Fonslow
authors.forename: Paulo C
authors.initials: PC
authors.lastname: Carvalho
authors.forename: Katrina
authors.initials: K
authors.lastname: Academia
authors.forename: Steve
authors.initials: S
authors.lastname: Freeby
authors.forename: Tao
authors.initials: T
authors.lastname: Xu
authors.forename: Aleksey
authors.initials: A
authors.lastname: Nakorchevsky
authors.forename: Aran
authors.initials: A
authors.lastname: Paulus
authors.forename: John R
authors.initials: JR
authors.lastname: Yates
mesh_terms: D002853:Chromatography, Liquid; D015180:Electrophoresis, Gel, Two-Dimensional; D006367:HeLa Cells; D006801:Humans; D040901:Proteomics; D053719:Tandem Mass Spectrometry