44 research outputs found

    A computational analysis of Turkish makam music based on a probabilistic characterization of segmented phrases

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    This study targets automatic analysis of Turkish makam music pieces on the phrase level. While makam is most simply defined as an organization of melodic phrases, there has been very little effort to computationally study melodic structure in makam music pieces. In this work, we propose an automatic analysis algorithm that takes as input symbolic data in the form of machine-readable scores that are segmented into phrases. Using a measure of makam membership for phrases, our method outputs for each phrase the most likely makam the phrase comes from. The proposed makam membership definition is based on Bayesian classification and the algorithm is specifically designed to process the data with overlapping classes. The proposed analysis system is trained and tested on a large data set of phrases obtained by transferring phrase boundaries manually written by experts of makam music on printed scores, to machine-readable data. For the task of classifying all phrases, or only the beginning phrases to come from the main makam of the piece, the corresponding F-measures are.52 and.60 respectively.Scientific and Technological Research Council of Turkey, TUBITAK (112E162

    Ly6cLo non-classical monocytes promote resolution of rhesus rotavirus-mediated perinatal hepatic infammation

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    Perinatal hepatic inflammation can have devastating consequences. Monocytes play an important role in the initiation and resolution of inflammation, and their diverse functions can be attributed to specific cellular subsets: pro-inflammatory or classical monocytes (Ly6c(Hi)) and pro-reparative or non-classical monocytes (Ly6c(Lo)). We hypothesized that inherent differences in Ly6c(Hi) classical monocytes and Ly6c(Lo) non-classical monocytes determine susceptibility to perinatal hepatic inflammation in late gestation fetuses and neonates. We found an anti-inflammatory transcriptional profile expressed by Ly6c(Lo) non-classical monocytes, and a physiologic abundance of these cells in the late gestation fetal liver. Unlike neonatal pups, late gestation fetuses proved to be resistant to rhesus rotavirus (RRV) mediated liver inflammation. Furthermore, neonatal pups were rendered resistant to RRV-mediated liver injury when Ly6c(Lo) non-classical monocytes were expanded. Pharmacologic inhibition of Ly6c(Lo) non-classical monocytes in this setting restored susceptibility to RRV-mediated disease. These data demonstrate that Ly6c(Lo) monocytes promote resolution of perinatal liver inflammation in the late gestation fetus, where there is a physiologic expansion of non-classical monocytes, and in the neonatal liver upon experimental expansion of these cells. Therapeutic strategies directed towards enhancing Ly6c(Lo) non-classical monocyte function may mitigate the detrimental effects of perinatal liver inflammation

    Purification and Characterization of Bacteriophage P22 Xis Protein▿

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    The temperate bacteriophages λ and P22 share similarities in their site-specific recombination reactions. Both require phage-encoded integrase (Int) proteins for integrative recombination and excisionase (Xis) proteins for excision. These proteins bind to core-type, arm-type, and Xis binding sites to facilitate the reaction. λ and P22 Xis proteins are both small proteins (λ Xis, 72 amino acids; P22 Xis, 116 amino acids) and have basic isoelectric points (for P22 Xis, 9.42; for λ Xis, 11.16). However, the P22 Xis and λ Xis primary sequences lack significant similarity at the amino acid level, and the linear organizations of the P22 phage attachment site DNA-binding sites have differences that could be important in quaternary intasome structure. We purified P22 Xis and studied the protein in vitro by means of electrophoretic mobility shift assays and footprinting, cross-linking, gel filtration stoichiometry, and DNA bending assays. We identified one protected site that is bent approximately 137 degrees when bound by P22 Xis. The protein binds cooperatively and at high protein concentrations protects secondary sites that may be important for function. Finally, we aligned the attP arms containing the major Xis binding sites from bacteriophages λ, P22, L5, HP1, and P2 and the conjugative transposon Tn916. The similarity in alignments among the sites suggests that Xis-containing bacteriophage arms may form similar structures

    IntDOT Interactions with Core- and Arm-Type Sites of the Conjugative Transposon CTnDOT

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    CTnDOT is a Bacteroides conjugative transposon (CTn) that has facilitated the spread of antibiotic resistances among bacteria in the human gut in recent years. Although the integrase encoded by CTnDOT (IntDOT) carries the C-terminal set of conserved amino acids that is characteristic of the tyrosine family of recombinases, the reaction it catalyzes involves a novel step that creates a short region of heterology at the joined ends of the element during recombination. Also, in contrast to tyrosine recombinases, IntDOT catalyzes a reaction that is not site specific. To determine what types of contacts IntDOT makes with the DNA during excision and integration, we first developed an agarose gel-based assay for CTnDOT recombination, which facilitated the purification of the native IntDOT protein. The partially purified IntDOT was then used for DNase I footprinting analysis of the integration site attDOT and the excision sites attL and attR. Our results indicate that CTnDOT has five or six arm sites that are likely to be involved in forming higher-order nucleoprotein complexes necessary for synapsis. In addition, there are four core sites that flank the sites of strand exchange during recombination. Thus, despite the fact that the reaction catalyzed by IntDOT appears to be different from that typically catalyzed by tyrosine recombinases, the protein-DNA interactions required for higher-order structures and recombination appear to be similar

    MicroRNAs Associated with Metformin Treatment in the Diabetes Prevention Program

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    The Diabetes Prevention Program (DPP) randomized controlled trial demonstrated that metformin treatment reduced progression to type 2 diabetes (T2D) by 31% compared to placebo in adults with prediabetes. Circulating micro-ribonucleic acids (miRs) are promising biomarkers of T2D risk, but little is known about their associations with metformin regimens for T2D risk reduction. We compared the change in 24 circulating miRs from baseline to 2 years in a subset from DPP metformin intervention (n = 50) and placebo (n = 50) groups using Wilcoxon signed rank tests. Spearman correlations were used to evaluate associations between miR change and baseline clinical characteristics. Multiple linear regression was used to adjust for covariates. The sample was 73% female, 17% Black, 13% Hispanic, and 50 ± 11 years. Participants were obese, normotensive, prediabetic, and dyslipidemic. Change in 12 miR levels from baseline to 2 years was significantly different in the metformin group compared with placebo after adjusting for multiple comparisons: six (let-7c-5p, miR-151a-3p, miR-17-5p, miR-20b-5p, miR-29b-3p, and miR-93-5p) were significantly upregulated and six (miR-130b-3p, miR-22-3p, miR-222-3p, miR-320a-3p, miR-320c, miR-92a-3p) were significantly downregulated in the metformin group. These miRs help to explain how metformin is linked to T2D risk reduction, which may lead to novel biomarkers, therapeutics, and precision health strategies
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