scholarly journals A Novel Approach for Untargeted Post-translational Modification Identification Using Integer Linear Optimization and Tandem Mass Spectrometry

2010 ◽  
Vol 9 (5) ◽  
pp. 764-779 ◽  
Author(s):  
Richard C. Baliban ◽  
Peter A. DiMaggio ◽  
Mariana D. Plazas-Mayorca ◽  
Nicolas L. Young ◽  
Benjamin A. Garcia ◽  
...  
Author(s):  
Haipeng Wang

Protein identification (sequencing) by tandem mass spectrometry is a fundamental technique for proteomics which studies structures and functions of proteins in large scale and acts as a complement to genomics. Analysis and interpretation of vast amounts of spectral data generated in proteomics experiments present unprecedented challenges and opportunities for data mining in areas such as data preprocessing, peptide-spectrum matching, results validation, peptide fragmentation pattern discovery and modeling, and post-translational modification (PTM) analysis. This article introduces the basic concepts and terms of protein identification and briefly reviews the state-of-the-art relevant data mining applications. It also outlines challenges and future potential hot spots in this field.


2007 ◽  
Vol 282 (38) ◽  
pp. 27923-27934 ◽  
Author(s):  
Lihua Jiang ◽  
Jonell N. Smith ◽  
Shannon L. Anderson ◽  
Ping Ma ◽  
Craig A. Mizzen ◽  
...  

A global view of all core histones in yeast is provided by tandem mass spectrometry of intact histones H2A, H2B, H4, and H3. This allowed detailed characterization of >50 distinct histone forms and their semiquantitative assessment in the deletion mutants gcn5Δ, spt7Δ, ahc1Δ, and rtg2Δ, affecting the chromatin remodeling complexes SAGA, SLIK, and ADA. The “top down” mass spectrometry approach detected dramatic decreases in acetylation on H3 and H2B in gcn5Δ cells versus wild type. For H3 in wild type cells, tandem mass spectrometry revealed a direct correlation between increases of Lys4 trimethylation and the 0, 1, 2, and 3 acetylation states of histone H3. The results show a wide swing from 10 to 80% Lys4 trimethylation levels on those H3 tails harboring 0 or 3 acetylations, respectively. Reciprocity between these chromatin marks was apparent, since gcn5Δ cells showed a 30% decrease in trimethylation levels on Lys4 in addition to a decrease of acetylation levels on H3 in bulk chromatin. Deletion of Set1, the Lys4 methyltransferase, was associated with the linked disappearance of both Lys4 methylation and Lys14 and Lys18 or Lys23 acetylation on H3. In sum, we have defined the “basis set” of histone forms present in yeast chromatin using a current mass spectrometric approach that both quickly profiles global changes and directly probes the connectivity of modifications on the same histone.


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