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1.
Nat Chem Biol ; 13(9): 982-993, 2017 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-28759014

RESUMEN

Chemical-genetic approaches offer the potential for unbiased functional annotation of chemical libraries. Mutations can alter the response of cells in the presence of a compound, revealing chemical-genetic interactions that can elucidate a compound's mode of action. We developed a highly parallel, unbiased yeast chemical-genetic screening system involving three key components. First, in a drug-sensitive genetic background, we constructed an optimized diagnostic mutant collection that is predictive for all major yeast biological processes. Second, we implemented a multiplexed (768-plex) barcode-sequencing protocol, enabling the assembly of thousands of chemical-genetic profiles. Finally, based on comparison of the chemical-genetic profiles with a compendium of genome-wide genetic interaction profiles, we predicted compound functionality. Applying this high-throughput approach, we screened seven different compound libraries and annotated their functional diversity. We further validated biological process predictions, prioritized a diverse set of compounds, and identified compounds that appear to have dual modes of action.


Asunto(s)
Sistemas de Liberación de Medicamentos , Bibliotecas de Moléculas Pequeñas , Evaluación Preclínica de Medicamentos , Perfilación de la Expresión Génica , Estructura Molecular
2.
Nucleic Acids Res ; 44(18): 8870-8884, 2016 Oct 14.
Artículo en Inglés | MEDLINE | ID: mdl-27574117

RESUMEN

Dietary calorie restriction is a broadly acting intervention that extends the lifespan of various organisms from yeast to mammals. On another front, magnesium (Mg2+) is an essential biological metal critical to fundamental cellular processes and is commonly used as both a dietary supplement and treatment for some clinical conditions. If connections exist between calorie restriction and Mg2+ is unknown. Here, we show that Mg2+, acting alone or in response to dietary calorie restriction, allows eukaryotic cells to combat genome-destabilizing and lifespan-shortening accumulations of RNA-DNA hybrids, or R-loops. In an R-loop accumulation model of Pbp1-deficient Saccharomyces cerevisiae, magnesium ions guided by cell membrane Mg2+ transporters Alr1/2 act via Mg2+-sensitive R-loop suppressors Rnh1/201 and Pif1 to restore R-loop suppression, ribosomal DNA stability and cellular lifespan. Similarly, human cells deficient in ATXN2, the human ortholog of Pbp1, exhibit nuclear R-loop accumulations repressible by Mg2+ in a process that is dependent on the TRPM7 Mg2+ transporter and the RNaseH1 R-loop suppressor. Thus, we identify Mg2+ as a biochemical signal of beneficial calorie restriction, reveal an R-loop suppressing function for human ATXN2 and propose that practical magnesium supplementation regimens can be used to combat R-loop accumulation linked to the dysfunction of disease-linked human genes.


Asunto(s)
Restricción Calórica , ADN/genética , ADN/metabolismo , Inestabilidad Genómica , Magnesio/metabolismo , ARN/genética , ARN/metabolismo , Línea Celular , Humanos , Levaduras/genética , Levaduras/metabolismo
3.
Science ; 344(6180): 208-11, 2014 Apr 11.
Artículo en Inglés | MEDLINE | ID: mdl-24723613

RESUMEN

Genome-wide characterization of the in vivo cellular response to perturbation is fundamental to understanding how cells survive stress. Identifying the proteins and pathways perturbed by small molecules affects biology and medicine by revealing the mechanisms of drug action. We used a yeast chemogenomics platform that quantifies the requirement for each gene for resistance to a compound in vivo to profile 3250 small molecules in a systematic and unbiased manner. We identified 317 compounds that specifically perturb the function of 121 genes and characterized the mechanism of specific compounds. Global analysis revealed that the cellular response to small molecules is limited and described by a network of 45 major chemogenomic signatures. Our results provide a resource for the discovery of functional interactions among genes, chemicals, and biological processes.


Asunto(s)
Células/efectos de los fármacos , Evaluación Preclínica de Medicamentos/métodos , Resistencia a Medicamentos/genética , Redes Reguladoras de Genes , Estudio de Asociación del Genoma Completo/métodos , Bibliotecas de Moléculas Pequeñas/farmacología , Línea Celular Tumoral , Haploinsuficiencia , Humanos , Farmacogenética , Saccharomyces cerevisiae/efectos de los fármacos , Saccharomyces cerevisiae/genética
4.
Assay Drug Dev Technol ; 11(5): 299-307, 2013 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-23772551

RESUMEN

Drug combinations are commonly used in the treatment of a range of diseases such as cancer, AIDS, and bacterial infections. Such combinations are less likely to be thwarted by resistance, and they have the desirable potential to be synergistic. Synergistic combinations can have decreased toxicity if lower doses of the constituent agents can be used. Conversely, antagonistic combinations can lead to lower efficacy of a treatment. Unfortunately, practical limitations, including the large number of possible combinations to be tested and the importance of optimizing concentrations and order of addition, discourage systematic studies of compound combinations. To address these limitations, we present a platform to screen drug combinations at multiple concentrations with varying orders of addition in Saccharomyces cerevisiae, at high throughput. In a proof of principle, we screened all possible pairwise combinations of 11 DNA damaging agents and found that of the 66 combinations tested, six were synergistic and three were antagonistic. The strength of two-thirds of these combinations was dependent on the order in which the drugs were added to the cells. We further tested the synergistic and antagonistic combinations in two cancer cell lines and found the combination of mitomycin C and irinotecan to be synergistic in both cell lines. This pilot study demonstrates the utility of using yeast for screening large matrices of drug combinations, and it provides a means to prioritize drug combination tests in human cells. Finally, we underscore the importance of testing the order of addition for assessing drug combinations.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/administración & dosificación , Protocolos de Quimioterapia Combinada Antineoplásica/química , Evaluación Preclínica de Medicamentos/métodos , Sinergismo Farmacológico , Neoplasias/tratamiento farmacológico , Técnicas del Sistema de Dos Híbridos , Camptotecina/administración & dosificación , Camptotecina/análogos & derivados , Línea Celular Tumoral , Supervivencia Celular/efectos de los fármacos , Humanos , Irinotecán , Mitomicina/administración & dosificación , Neoplasias/patología
5.
Artículo en Inglés | MEDLINE | ID: mdl-19596744

RESUMEN

The budding yeast Saccharomyces cerevisiae is a valuable system to study cell-cycle regulation, which is defective in cancer cells. Due to the highly conserved nature of the cell-cycle machinery between yeast and humans, yeast studies are directly relevant to anticancer-drug discovery. The budding yeast is also an excellent model system for identifying and studying antifungal compounds because of the functional conservation of fungal genes. Moreover, yeast studies have also contributed greatly to our understanding of the biological targets and modes of action of bioactive compounds. Understanding the mechanism of action of clinically relevant compounds is essential for the design of improved second-generation molecules. Here we describe our methodology for screening a library of plant-derived natural products in yeast in order to identify and characterize new compounds with anti-proliferative properties.

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