ABSTRACT
We can now routinely identify coding variants within individual human genomes. A pressing challenge is to determine which variants disrupt the function of disease-associated genes. Both experimental and computational methods exist to predict pathogenicity of human genetic variation. However, a systematic performance comparison between them has been lacking. Therefore, we developed and exploited a panel of 26 yeast-based functional complementation assays to measure the impact of 179 variants (101 disease- and 78 non-disease-associated variants) from 22 human disease genes. Using the resulting reference standard, we show that experimental functional assays in a 1-billion-year diverged model organism can identify pathogenic alleles with significantly higher precision and specificity than current computational methods.
Subject(s)
Genetic Complementation Test/methods , Genetic Diseases, Inborn , Saccharomyces cerevisiae , Transcription, Genetic , Genetic Diseases, Inborn/genetics , Genetic Diseases, Inborn/metabolism , Humans , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/metabolismABSTRACT
Macromolecular assemblies involving membrane proteins (MPs) serve vital biological roles and are prime drug targets in a variety of diseases. Large-scale affinity purification studies of soluble-protein complexes have been accomplished for diverse model organisms, but no global characterization of MP-complex membership has been described so far. Here we report a complete survey of 1,590 putative integral, peripheral and lipid-anchored MPs from Saccharomyces cerevisiae, which were affinity purified in the presence of non-denaturing detergents. The identities of the co-purifying proteins were determined by tandem mass spectrometry and subsequently used to derive a high-confidence physical interaction map encompassing 1,726 membrane protein-protein interactions and 501 putative heteromeric complexes associated with the various cellular membrane systems. Our analysis reveals unexpected physical associations underlying the membrane biology of eukaryotes and delineates the global topological landscape of the membrane interactome.
Subject(s)
Membrane Proteins/metabolism , Protein Interaction Maps , Saccharomyces cerevisiae Proteins/metabolism , Saccharomyces cerevisiae/metabolism , Cell Membrane/chemistry , Cell Membrane/metabolism , Chitin Synthase/metabolism , Detergents , Endoplasmic Reticulum/metabolism , Golgi Apparatus/metabolism , Mass Spectrometry , Membrane Proteins/analysis , Membrane Proteins/chemistry , Protein Binding , Protein Interaction Mapping , Proteome/analysis , Proteome/chemistry , Proteome/metabolism , Saccharomyces cerevisiae/chemistry , Saccharomyces cerevisiae/cytology , Saccharomyces cerevisiae Proteins/analysis , Saccharomyces cerevisiae Proteins/chemistryABSTRACT
High-throughput binary protein interaction mapping is continuing to extend our understanding of cellular function and disease mechanisms. However, we remain one or two orders of magnitude away from a complete interaction map for humans and other major model organisms. Completion will require screening at substantially larger scales with many complementary assays, requiring further efficiency gains in proteome-scale interaction mapping. Here, we report Barcode Fusion Genetics-Yeast Two-Hybrid (BFG-Y2H), by which a full matrix of protein pairs can be screened in a single multiplexed strain pool. BFG-Y2H uses Cre recombination to fuse DNA barcodes from distinct plasmids, generating chimeric protein-pair barcodes that can be quantified via next-generation sequencing. We applied BFG-Y2H to four different matrices ranging in scale from ~25 K to 2.5 M protein pairs. The results show that BFG-Y2H increases the efficiency of protein matrix screening, with quality that is on par with state-of-the-art Y2H methods.
Subject(s)
Centrosome/metabolism , Protein Interaction Mapping/methods , Proteome/metabolism , Saccharomyces cerevisiae/genetics , Chromosomes, Human/metabolism , Gene Library , High-Throughput Nucleotide Sequencing , Humans , Protein Binding , Two-Hybrid System TechniquesABSTRACT
ATP-binding cassette (ABC) transporters are a ubiquitous class of integral membrane proteins of immense clinical interest because of their strong association with human disease and pharmacology. To improve our understanding of these proteins, we used membrane yeast two-hybrid technology to map the protein interactome of all of the nonmitochondrial ABC transporters in the model organism Saccharomyces cerevisiae and combined this data with previously reported yeast ABC transporter interactions in the BioGRID database to generate a comprehensive, integrated 'interactome'. We show that ABC transporters physically associate with proteins involved in an unexpectedly diverse range of functions. We specifically examine the importance of the physical interactions of ABC transporters in both the regulation of one another and in the modulation of proteins involved in zinc homeostasis. The interaction network presented here will be a powerful resource for increasing our fundamental understanding of the cellular role and regulation of ABC transporters.
Subject(s)
ATP-Binding Cassette Transporters/metabolism , Protein Interaction Mapping , Saccharomyces cerevisiae/metabolism , Protein Binding , Saccharomyces cerevisiae/chemistry , Two-Hybrid System TechniquesABSTRACT
The glycosphingolipids (GSLs) gangliotriaosylceramide (Gg(3)) and gangliotetraosylceramide (Gg(4)) have been implicated as receptors for type IV pili (T4P)-mediated Pseudomonas aeruginosa epithelial cell attachment. Since P. aeruginosa T4P are divided into five groups, the authors determined whether GSLs in general, and Gg(3) and Gg(4) in particular, are specifically bound and required for host epithelial cell attachment of clinical and laboratory strains within these groups. An enterohaemorrhagic Escherichia coli strain, CL56, known to bind to both Gg(3) and Gg(4), provided a positive control. TLC overlay showed no binding of more than 12 P. aeruginosa strains to either Gg(3) or Gg(4) (or other GSLs), while CL56 Gg(3)/Gg(4) binding was readily detectable. GSL ELISA similarly demonstrated no significant P. aeruginosa binding to Gg(3) or Gg(4), compared with CL56. Using a selective chemical inhibitor, epithelial cell GSL synthesis was abrogated, and Gg(3) and Gg(4) expression deleted, but P. aeruginosa attachment was not impaired. Target cell attachment was mediated by T4P, since non-piliated, but flagellated, mutants were unable to bind to the target cells. CFTR (cystic fibrosis transmembrane conductance regulator) has also been implicated as a receptor; however, in this work, overexpression of CFTR had no effect on P. aeruginosa binding. It is concluded that neither Gg(3) nor Gg(4) are specifically recognized by P. aeruginosa, and that endogenous GSLs do not have a role in the attachment of live intact P. aeruginosa to cultured lung epithelial cells. In contrast to whole piliated P. aeruginosa, T4P sheared from such bacteria showed significant Gg(3) and Gg(4) binding, which may explain the results of other studies.