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ABSTRACT: Phenotypic variations of an organism may arise from alterations of cellular networks, ranging from the complete loss of a gene product to the specific perturbation of a single molecular interaction. In interactome networks that are modeled as nodes (macromolecules) connected by edges (interactions), these alterations can be thought of as node removal and edge-specific or "edgetic" perturbations, respectively. Here we present two complementary strategies, forward and reverse edgetics, to investigate the phenotypic outcomes of edgetic perturbations of binary protein-protein interaction networks. Both approaches are based on the yeast two-hybrid system (Y2H). The first allows the determination of the interaction profile of proteins encoded by alleles with known phenotypes to identify edgetic alleles. The second is used to directly isolate edgetic alleles for subsequent in vivo characterization.
Methods in molecular biology (Clifton, N.J.) 01/2011; 759:197-213.
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Matija Dreze,
Benoit Charloteaux,
Stuart Milstein,
Pierre-Olivier Vidalain,
Muhammed A Yildirim, Quan Zhong,
Nenad Svrzikapa,
Viviana Romero,
Géraldine Laloux,
Robert Brasseur,
Jean Vandenhaute,
Mike Boxem,
Michael E Cusick,
David E Hill,
Marc Vidal
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ABSTRACT: Genes and gene products do not function in isolation but within highly interconnected 'interactome' networks, modeled as graphs of nodes and edges representing macromolecules and interactions between them, respectively. We propose to investigate genotype-phenotype associations by methodical use of alleles that lack single interactions, while retaining all others, in contrast to genetic approaches designed to eliminate gene products completely. We describe an integrated strategy based on the reverse yeast two-hybrid system to isolate and characterize such edge-specific, or 'edgetic', alleles. We established a proof of concept with CED-9, a Caenorhabditis elegans BCL2 ortholog. Using ced-9 edgetic alleles, we uncovered a new potential functional link between apoptosis and a centrosomal protein. This approach is amenable to higher throughput and is particularly applicable to interactome network analysis in organisms for which transgenesis is straightforward.
Nature Methods 11/2009; 6(11):843-9. · 19.28 Impact Factor
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Arcangela De Nicolo,
Emilio Parisini, Quan Zhong,
Maurizia Dalla Palma,
Kathryn A Stoeckert,
Susan M Domchek,
Katherine L Nathanson,
Maria A Caligo,
Marc Vidal,
Michael E Cusick,
Judy E Garber
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ABSTRACT: Unequivocal discrimination between neutral variants and deleterious mutations is crucial for appropriate counseling of individuals with a BRCA1 or BRCA2 sequence change. An increasing number of variants of uncertain significance (VUS) are being identified, the unclassified biological effect of which poses clinical concerns. A multifactorial likelihood-based approach recently suggested disease causality for BRCA1 p.V1688del, a VUS recurrent in Italian breast/ovarian cancer families. Whether and how this single amino acid deletion in the BRCA1 COOH terminus (BRCT) domain affects the function of the mutant protein (DeltaValBRCA1) has not been elucidated. We undertook comprehensive functional characterization of DeltaValBRCA1, comprising comparative structural modeling, analysis of protein stability and associations, and analysis of DNA repair function. Our model predicted BRCT domain destabilization and folding disruption caused by BRCA1 p.V1688del. Consistently, the recombinant DeltaValBRCA1 was less stable than wild-type BRCA1 and, unlike the latter, failed to associate with BRIP1, CtIP, and Rap80 and to relocalize to sites of DNA damage. Yeast two-hybrid analysis revealed a compromised interaction with FHL2 and KPNA2, which is likely responsible for improper subcellular localization of DeltaValBRCA1. In addition, we found four new breast/ovarian cancer families of Italian ancestry who carried this sequence alteration. These results provide the first evidence of the effect of BRCA1 p.V1688del on protein stability and function, supporting the view that it is a deleterious mutation. Multimodal analyses like ours could advance understanding of tumor suppression by BRCA1 and ultimately contribute to developing efficient strategies for screening and characterization of VUS.
Cancer Research 09/2009; 69(17):7030-7. · 7.86 Impact Factor
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ABSTRACT: Perturbation of cardiolipin (CL) synthesis in yeast cells leads to defective respiratory chain function and mitochondrial DNA loss, both of which have been implicated in aging in mammals. The availability of yeast CL mutants enabled us to directly investigate the role of CL synthesis in aging. In this report, we show that the replicative life span of pgs1Delta, which lacks both CL and the precursor phosphatidylglycerol (PG), was significantly decreased at 30 degrees C. The life span of crd1Delta, which has PG but not CL, was unaffected at 30 degrees C but reduced at 37 degrees C. Life span extension induced by calorie restriction was not affected by the loss of CL. However, mild heat and osmotic stress, which extend life span in wild type cells, did not increase longevity in CL mutants, suggesting that the stress response is perturbed in these mutants. Consistent with this, longevity defects in pgs1Delta were alleviated by down-regulation of the high osmolarity glycerol stress response pathway, as well as by promoting cell integrity with the osmotic stabilizer sorbitol or via genetic suppression with the kre5(W1166X) mutant. These findings show for the first time that perturbation of CL synthesis leads to decreased longevity in yeast, which is restored by altering signaling through stress response pathways.
Journal of Biological Chemistry 05/2009; 284(27):18106-14. · 4.77 Impact Factor
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Quan Zhong,
Nicolas Simonis,
Qian-Ru Li,
Benoit Charloteaux,
Fabien Heuze,
Niels Klitgord,
Stanley Tam,
Haiyuan Yu,
Kavitha Venkatesan,
Danny Mou, [......],
David Szeto,
Chenwei Lin,
Tong Hao,
Changyu Fan,
Stuart Milstein,
Denis Dupuy,
Robert Brasseur,
David E Hill,
Michael E Cusick,
Marc Vidal
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ABSTRACT: Cellular functions are mediated through complex systems of macromolecules and metabolites linked through biochemical and physical interactions, represented in interactome models as 'nodes' and 'edges', respectively. Better understanding of genotype-to-phenotype relationships in human disease will require modeling of how disease-causing mutations affect systems or interactome properties. Here we investigate how perturbations of interactome networks may differ between complete loss of gene products ('node removal') and interaction-specific or edge-specific ('edgetic') alterations. Global computational analyses of approximately 50,000 known causative mutations in human Mendelian disorders revealed clear separations of mutations probably corresponding to those of node removal versus edgetic perturbations. Experimental characterization of mutant alleles in various disorders identified diverse edgetic interaction profiles of mutant proteins, which correlated with distinct structural properties of disease proteins and disease mechanisms. Edgetic perturbations seem to confer distinct functional consequences from node removal because a large fraction of cases in which a single gene is linked to multiple disorders can be modeled by distinguishing edgetic network perturbations. Edgetic network perturbation models might improve both the understanding of dissemination of disease alleles in human populations and the development of molecular therapeutic strategies.
Molecular Systems Biology 01/2009; 5:321. · 8.63 Impact Factor
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Qian-Ru Li,
Anne-Ruxandra Carvunis,
Haiyuan Yu,
Jing-Dong J Han, Quan Zhong,
Nicolas Simonis,
Stanley Tam,
Tong Hao,
Niels J Klitgord,
Denis Dupuy,
Danny Mou,
Ilan Wapinski,
Aviv Regev,
David E Hill,
Michael E Cusick,
Marc Vidal
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ABSTRACT: Accurately defining the coding potential of an organism, i.e., all protein-encoding open reading frames (ORFs) or "ORFeome," is a prerequisite to fully understand its biology. ORFeome annotation involves iterative computational predictions from genome sequences combined with experimental verifications. Here we reexamine a set of Saccharomyces cerevisiae "orphan" ORFs recently removed from the original ORFeome annotation due to lack of conservation across evolutionarily related yeast species. We show that many orphan ORFs produce detectable transcripts and/or translated products in various functional genomics and proteomics experiments. By combining a naïve Bayes model that predicts the likelihood of an ORF to encode a functional product with experimental verification of strand-specific transcripts, we argue that orphan ORFs should still remain candidates for functional ORFs. In support of this model, interstrain intraspecies genome sequence variation is lower across orphan ORFs than in intergenic regions, indicating that orphan ORFs endure functional constraints and resist deleterious mutations. We conclude that ORFs should be evaluated based on multiple levels of evidence and not be removed from ORFeome annotation solely based on low sequence conservation in other species. Rather, such ORFs might be important for micro-evolutionary divergence between species.
Genome Research 08/2008; 18(8):1294-303. · 13.61 Impact Factor
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ABSTRACT: We have previously shown that mutants in the cardiolipin (CL) pathway exhibit temperature-sensitive growth defects that are not associated with mitochondrial dysfunction. The pgs1Delta mutant, lacking the first enzyme of the CL pathway, phosphatidylglycerolphosphate synthase (Pgs1p), has a defective cell wall due to decreased beta-1,3-glucan (Zhong, Q., Gvozdenovic-Jeremic, J., Webster, P., Zhou, J., and Greenberg, M. L. (2005) Mol. Biol. Cell 16, 665-675). Disruption of KRE5, a gene involved in cell wall biogenesis, restores beta-1,3-glucan synthesis and suppresses pgs1Delta temperature sensitivity. To gain insight into the mechanisms underlying the cell wall defect in pgs1Delta, we show in the current report that pgs1Delta cells have reduced glucan synthase activity and diminished levels of Fks1p, the glucan synthase catalytic subunit. In addition, activation of Slt2p, the downstream effector of the protein kinase C (PKC)-activated cell integrity pathway, was defective in pgs1Delta. The kre5W1166X suppressor restored Slt2p activation and dramatically increased (>10-fold) mRNA levels of FKS2, the alternate catalytic subunit of glucan synthase, partially restoring glucan synthase activity. Consistent with these results, up-regulation of PKC-Slt2 signaling and overexpression of FKS1 or FKS2 alleviated sensitivity of pgs1Delta to cell wall-perturbing agents and restored growth at elevated temperature. These findings demonstrate that functional Pgs1p is essential for cell wall biogenesis and activation of the PKC-Slt2 signaling pathway.
Journal of Biological Chemistry 06/2007; 282(22):15946-53. · 4.77 Impact Factor
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ABSTRACT: Disruption of PGS1, which encodes the enzyme that catalyzes the committed step of cardiolipin (CL) synthesis, results in loss of the mitochondrial anionic phospholipids phosphatidylglycerol (PG) and CL. The pgs1Delta mutant exhibits severe growth defects at 37 degrees C. To understand the essential functions of mitochondrial anionic lipids at elevated temperatures, we isolated suppressors of pgs1Delta that grew at 37 degrees C. One of the suppressors has a loss of function mutation in KRE5, which is involved in cell wall biogenesis. The cell wall of pgs1Delta contained markedly reduced beta-1,3-glucan, which was restored in the suppressor. Stabilization of the cell wall with osmotic support alleviated the cell wall defects of pgs1Delta and suppressed the temperature sensitivity of all CL-deficient mutants. Evidence is presented suggesting that the previously reported inability of pgs1Delta to grow in the presence of ethidium bromide was due to defective cell wall integrity, not from "petite lethality." These findings demonstrated that mitochondrial anionic lipids are required for cellular functions that are essential in cell wall biogenesis, the maintenance of cell integrity, and survival at elevated temperature.
Molecular Biology of the Cell 03/2005; 16(2):665-75. · 4.94 Impact Factor
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ABSTRACT: Cardiolipin (CL) is a dimeric phospholipid localized primarily in the mitochondrial membrane. Previous studies have shown that yeast cells containing a disruption of CRD1, the structural gene encoding CL synthase, exhibit temperature-sensitive colony formation and multiple mitochondrial defects. A recent report (Zhang, M., Su, X., Mileykovskaya, E., Amoscato, A. A., and Dowhan, W. (2003) J. Biol. Chem. 278, 35204-35210) suggested that defects associated with CL deficiency may result from the reduced expression of PET56 in crd1 Delta mutant backgrounds and should be reevaluated. In the current study, we present evidence that CL deficiency leads to mitochondrial DNA instability, loss of viability, and defects in oxidative phosphorylation at elevated temperatures. The observed mutant phenotypes are characteristic of crd1 Delta mutant cells of both PET56 and pet56 backgrounds and are complemented by an episomal copy of CRD1 but not by expression of the PET56 gene. Phosphatidylglycerol is elevated in crd1 Delta mutant cells when grown in the presence of fermentable and non-fermentable carbon sources, although the extent of the increase is higher in nonfermentable medium. An increase in the ratio of phosphatidylethanolamine to phosphatidylcholine was also apparent in the mutant. These findings demonstrate that CRD1, independent of PET56, is required for optimal mitochondrial function and for an essential cellular function at elevated temperatures.
Journal of Biological Chemistry 08/2004; 279(31):32294-300. · 4.77 Impact Factor
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ABSTRACT: Phosphatidylglycerophosphate synthase catalyzes the committed step in the synthesis of the mitochondrial phospholipid cardiolipin. We showed previously that phosphatidylglycerophosphate synthase activity in Saccharomyces cerevisiae is increased in conditions favoring mitochondrial development and during growth in the absence of inositol. Interestingly, the regulatory effects of inositol were not altered in ino2, ino4, or opi1 mutants suggesting that regulation in response to inositol is not at the level of gene transcription. We report here that steady state mRNA levels of the PGS1 gene, which encodes phosphatidylglycerophosphate synthase, were not altered by inositol or choline. Growth in the presence of the inositol-depleting drug valproate led to an increase in phosphatidylglycerophosphate synthase activity unaccompanied by increased PGS1 mRNA. PGS1 mRNA abundance was not decreased in ino2 or ino4 mutants and was unaffected in an opi1 mutant. Therefore, regulation of phosphatidylglycerophosphate synthase by inositol is not mediated at the level of mRNA abundance and does not require the INO2-INO4-OPI1 regulatory circuit. PGS1 was increased in glycerol/ethanol compared with glucose media and was maximally expressed as cells entered the stationary phase. Deletion of the mitochondrial genome did not affect PGS1 expression. Thus, whereas inositol controls phosphatidylglycerophosphate synthase activity, regulation of PGS1 expression occurs primarily in response to mitochondrial development cues.
Journal of Biological Chemistry 10/2003; 278(36):33978-84. · 4.77 Impact Factor
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Matija Dreze,
Benoit Charloteaux,
Stuart Milstein,
Pierre-Olivier Vidalain,
Muhammed A Yildirim, Quan Zhong,
Nenad Svrzikapa,
Viviana Romero,
Géraldine Laloux,
Robert Brasseur,
Jean Vandenhaute,
Mike Boxem,
Michael E Cusick,
David E Hill,
Marc Vidal
