Ontology highlight
ABSTRACT:
SUBMITTER: Wang X
PROVIDER: S-EPMC3371829 | biostudies-other | 2012 Jun
REPOSITORIES: biostudies-other
Bioinformatics (Oxford, England) 20120419 12
<h4>Motivation</h4>Quantitative mass spectrometry-based proteomics involves statistical inference on protein abundance, based on the intensities of each protein's associated spectral peaks. However, typical MS-based proteomics datasets have substantial proportions of missing observations, due at least in part to censoring of low intensities. This complicates intensity-based differential expression analysis.<h4>Results</h4>We outline a statistical method for protein differential expression, based ...[more]