146 research outputs found

    Multi-objective Optimization Methods for Allocation and Prediction

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    Multi-objective Optimization Methods for Allocation and Prediction

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    Make Antibiotics Great Again: Combating Drug Resistance By Targeting Lexa, A Regulator Of Bacterial Evolution

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    The ability of bacterial pathogens to evolve and adapt to our antimicrobial agents has precipitated a global health crisis where treatment options for bacterial infections are running low. Recently, studies have shown that the ability to acquire resistance is linked to the SOS response, which is a widely conserved network of genes involved in both high fidelity and error-prone DNA damage repair. The SOS response is regulated by the DNA-binding protein, RecA, and a repressor-protease, LexA. When the cell experiences stress, which can be caused by antibiotics, RecA polymerizes along single-stranded DNA and thereby stimulates LexA to undergo a conformational change and self-cleavage reaction (autoproteolysis). LexA self-cleavage de-represses downstream SOS genes, which are involved in both stress tolerance and mutagenesis. Various studies have shown that inactivating LexA autoproteolysis can both reduce the viability of bacteria under antibiotic stress and impede their ability to acquire resistance. These results therefore suggest that targeting LexA therapeutically could offer a novel way to combat the rise of resistance in pathogens, although to date no LexA inhibitors have been found. To facilitate the development of such therapeutics, we focused our efforts on examining LexA from 1) biochemical, 2) microbiological, and 3) drug discovery perspectives. On the biochemical front, we elucidated the substrate preference of LexA’s serine protease active site to form a better understanding of the target enzyme’s active site architecture. Performing saturation mutagenesis on the LexA’s internal cleavage loop, we showed that LexA possesses a unique active site, revealing residues involved in specific molecular recognition and conformational change. On the microbiological front, we examined how different LexA activities can impact bacterial drug susceptibility and stress-induced mutagenesis. Employing engineered E. coli strains with a spectrum of SOS activities, we showed that modulating LexA activity can increase bacterial susceptibility to antibiotics, while also tuning stress-induced mutagenesis. Finally, on the drug discovery front, we designed a high-throughput screen that enabled us to discover small molecule inhibitors of the LexA/RecA axis in collaboration with GlaxoSmithKline. Together, this work provides a multi-pronged foray into developing therapeutics that target the SOS pathway and combat the rise of antibiotic resistance

    DNA-decorated graphene chemical sensors

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    Graphene is a true two dimensional material with exceptional electronic properties and enormous potential for practical applications. Graphene's promise as a chemical sensor material has been noted but there has been relatively little work on practical chemical sensing using graphene, and in particular how chemical functionalization may be used to sensitize graphene to chemical vapors. Here we show one route towards improving the ability of graphene to work as a chemical sensor by using single stranded DNA as a sensitizing agent. The resulting broad response devices show fast response times, complete and rapid recovery to baseline at room temperature, and discrimination between several similar vapor analytes.Comment: 7 pages, To appear in Applied Physics Letter

    High On/Off Ratio Graphene Nanoconstriction Field Effect Transistor

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    We report a method to pattern monolayer graphene nanoconstriction field effect transistors (NCFETs) with critical dimensions below 10 nm. NCFET fabrication is enabled by the use of feedback controlled electromigration (FCE) to form a constriction in a gold etch mask that is first patterned using conventional lithographic techniques. The use of FCE allows the etch mask to be patterned on size scales below the limit of conventional nanolithography. We observe the opening of a confinement-induced energy gap as the NCFET width is reduced, as evidenced by a sharp increase in the NCFET on/off ratio. The on/off ratios we obtain with this procedure can be larger than 1000 at room temperature for the narrowest devices; this is the first report of such large room temperature on/off ratios for patterned graphene FETs.Comment: 18 pages, 6 figures, to appear in Smal

    DNA-decorated Graphene Chemical Sensors

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    Graphene is a two-dimensional material with exceptional electronic properties and enormous potential for applications. Graphene’s promise as a chemical sensor material has been noted but there has been little work on practical chemical sensing using graphene, and in particular, how chemical functionalization may be used to sensitize graphene to chemical vapors. Here we show one route towards improving the ability of graphene to work as a chemical sensor by using single stranded DNA as a sensitizing agent. The resulting devices show fast response times, complete and rapid recovery to baseline at room temperature, and discrimination between several similar vapor analytes

    Graphene-protein bioelectronic devices with wavelength-dependent photoresponse

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    We implemented a nanoelectronic interface between graphene field effect transistors (FETs) and soluble proteins. This enables production of bioelectronic devices that combine functionalities of the biomolecular and inorganic components. The method serves to link polyhistidine-tagged proteins to graphene FETs using the tag itself. Atomic Force Microscopy and Raman spectroscopy provide structural understanding of the bio/nano hybrid; current-gate voltage measurements are used to elucidate the electronic properties. As an example application, we functionalize graphene FETs with fluorescent proteins to yield hybrids that respond to light at wavelengths defined by the optical absorption spectrum of the proteinComment: 10 pages, 3 figures; To appear in Applied Physics Letter

    Myricetin inhibits proliferation of cisplatin-resistant cancer cells through a p53-dependent apoptotic pathway

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    Cisplatin is a commonly used drug for cancer treatment by crosslinking DNA, leading to apoptosis of cancer cells, resistance to cisplatin treatment often occurs, leading to relapse. Therefore, there is a need for the development of more effective treatment strategies that can overcome chemoresistance. Myricetin is a flavonoid from fruits and vegetables, showing anticancer activity in various cancer cells. In this study, we found myricetin exhibited greater cytotoxicity than cisplatin in two cisplatin-resistant ovarian cancer cell lines, OVCAR-3 and A2780/CP70, and it was less cytotoxic to the normal ovarian cell line IOSE-364. Myricetin selectively induced apoptosis in both cisplatin-resistant cancer cell lines, but did not induce apoptosis in the normal ovarian cell line. It induced both Bcl-2 family-dependent intrinsic and DR5 dependent extrinsic apoptosis in OVCAR-3 cells. P53, a multifunctional tumor suppressor, regulated apoptosis in OVCAR-3 cells through a Bcl-2 family protein-dependent pathway. Myricetin did not induce cell cycle arrest in either ovarian cancer cell line. Because of its potency and selectivity against cisplatin-resistant cancer cells, myricetin could potentially be used to overcome cancer chemoresistance against platinum-based therapy

    Myricetin inhibits proliferation of cisplatin-resistant cancer cells through a p53-dependent apoptotic pathway

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    Cisplatin is a commonly used drug for cancer treatment by crosslinking DNA, leading to apoptosis of cancer cells, resistance to cisplatin treatment often occurs, leading to relapse. Therefore, there is a need for the development of more effective treatment strategies that can overcome chemoresistance. Myricetin is a flavonoid from fruits and vegetables, showing anticancer activity in various cancer cells. In this study, we found myricetin exhibited greater cytotoxicity than cisplatin in two cisplatin-resistant ovarian cancer cell lines, OVCAR-3 and A2780/CP70, and it was less cytotoxic to the normal ovarian cell line IOSE-364. Myricetin selectively induced apoptosis in both cisplatinresistant cancer cell lines, but did not induce apoptosis in the normal ovarian cell line. It induced both Bcl-2 familydependent intrinsic and DR5 dependent extrinsic apoptosis in OVCAR-3 cells. P53, a multifunctional tumor suppressor, regulated apoptosis in OVCAR-3 cells through a Bcl-2 family protein-dependent pathway. Myricetin did not induce cell cycle arrest in either ovarian cancer cell line. Because of its potency and selectivity against cisplatin-resistant cancer cells, myricetin could potentially be used to overcome cancer chemoresistance against platinum-based therapy
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