During the last decade, research on plasma membrane focused increasingly on the analysis of so-called microdomains. It has been shown that function of many membrane-associated proteins involved in signaling and transport depends on their conditional segregation within sterol-enriched membrane domains. High throughput proteomic analysis of sterol-protein interactions are often based on analyzing detergent resistant membrane fraction enriched in sterols and associated proteins, which also contain proteins from these microdomain structures. Most studies so far focused exclusively on the characterization of detergent resistant membrane protein composition and abundances. This approach has received some criticism because of its unspecificity and many co-purifying proteins. In this study, by a label-free quantitation approach, we extended the characterization of membrane microdomains by particularly studying distributions of each protein between detergent resistant membrane and detergent-soluble fractions (DSF). This approach allows a more stringent definition of dynamic processes between different membrane phases and provides a means of identification of co-purifying proteins. We developed a random sampling algorithm, called Unicorn, allowing for robust statistical testing of alterations in the protein distribution ratios of the two different fractions. Unicorn was validated on proteomic data from methyl--cyclodextrin treated plasma membranes and the sterol biosynthesis mutant smt1. The plasma membrane incorporates a broad spectrum of proteins covering mainly different structural, signaling or transport functionalities. Being the first semipermeable cell barrier to its surrounding environment the plasma membrane is important for metabolite transport as well as initiation point of several signaling processes (1-4). To maintain cell homeostasis, protein activity as well as complex formation through protein protein interactions (PPI) need to be tightly regulated. The major regulating mechanisms are postranslational modification of proteins and modulated abundances of proteins present in the plasma membrane. Another potential regulating mechanism became apparent with the discovery of sterol and sphingolipid enriched domains (microdomains) in the plasma membrane (5-8, 3). Microdomain like structures have been shown to form spontaneously in artificial plasma membranes (9). After a decade of research on these structures, microdomains turned out to be particularly involved in signaling and transport processes incorporating a specific set of proteins. Microdomains provide subcompartments in the plasma membrane with specific physicochemical properties that on specific sterol protein interactions might alter protein activity or PPIs. With the discovery of microdomains the fluid lipid mosaic model was extended by distinguishing two plasma membrane phases, an ordered phase of lower density (L o phase) enriched in sterols, sphingolipids and long chain fatty acids and a disordered phase of higher density (L d phase). From isolated...