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Bayesian adaptive sequence alignment algorithms   总被引:3,自引:1,他引:2  
The selection of a scoring matrix and gap penalty parameters continues to be an important problem in sequence alignment. We describe here an algorithm, the 'Bayes block aligner, which bypasses this requirement. Instead of requiring a fixed set of parameter settings, this algorithm returns the Bayesian posterior probability for the number of gaps and for the scoring matrices in any series of interest. Furthermore, instead of returning the single best alignment for the chosen parameter settings, this algorithm returns the posterior distribution of all alignments considering the full range of gapping and scoring matrices selected, weighing each in proportion to its probability based on the data. We compared the Bayes aligner with the popular Smith-Waterman algorithm with parameter settings from the literature which had been optimized for the identification of structural neighbors, and found that the Bayes aligner correctly identified more structural neighbors. In a detailed examination of the alignment of a pair of kinase and a pair of GTPase sequences, we illustrate the algorithm's potential to identify subsequences that are conserved to different degrees. In addition, this example shows that the Bayes aligner returns an alignment-free assessment of the distance between a pair of sequences.   相似文献   
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The gene encoding a human alpha 2-adrenergic receptor was isolated from a human genomic DNA library using a 367-base pair fragment of Drosophila genomic DNA that exhibited 54% identity with the human beta 2-adrenergic receptor and 57% identity with the human alpha 2-adrenergic receptor. The nucleotide sequence of a fragment containing the human alpha 2-receptor gene and 2.076 kilobases of untranslated 5' sequence was determined, and potential upstream regulatory regions were identified. This gene encodes a protein of 450 amino acids and was identified as an alpha 2-adrenergic receptor by homology with published sequences and by pharmacological characterization of the protein expressed in cultured cells. Permanent expression of the alpha 2-receptor was achieved by transfecting Chinese hamster ovary (CHO) cells which lack adrenergic receptors with a 1.5-kilobase NcoI-HindIII fragment of the genomic clone containing the coding region of the gene. The alpha 2-receptor expressed in CHO cells displayed pharmacology characteristic of an alpha 2 A-receptor subtype with a high affinity for yohimbine (Ki = 1 nM) and a low affinity for prazosin (Ki = 10,000 nM). Agonists displayed a rank order of potency in radioligand binding assays of para-aminoclonidine greater than or equal to UK-14304 greater than (-)-epinephrine greater than (-)-norepinephrine greater than (-)-isoproterenol, consistent with the identification of this protein as an alpha 2-receptor. The role of the alpha 2-receptor in modulating intracellular cyclic AMP concentrations was investigated in three transfected cell lines expressing 50, 200, and 1200 fmol of receptor/mg membrane protein. At low concentrations (1-100 nM), (-)-epinephrine attenuated forskolin-stimulated cyclic AMP accumulation by up to 60% in a receptor density-dependent manner. At epinephrine concentrations above 100 nM, cyclic AMP levels were increased up to 140% of the forskolin-stimulated level. Pertussis toxin pretreatment of cells eliminated alpha 2-receptor-mediated attenuation of forskolin-stimulated cyclic AMP levels and enhanced the receptor density-dependent potentiation of forskolin-stimulated cyclic AMP concentrations from 3 to 8-fold. Potentiation of forskolin-stimulated cyclic AMP levels was also elicited by the alpha 2-adrenergic agonists, UK-14304 and para-aminoclonidine, and blocked by the alpha 2-adrenergic antagonist yohimbine, but not by the alpha 1-adrenergic antagonist prazosin or the beta-adrenergic antagonist propranolol.(ABSTRACT TRUNCATED AT 400 WORDS)  相似文献   
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It's all relative: ranking the diversity of aquatic bacterial communities   总被引:1,自引:0,他引:1  
The study of microbial diversity patterns is hampered by the enormous diversity of microbial communities and the lack of resources to sample them exhaustively. For many questions about richness and evenness, however, one only needs to know the relative order of diversity among samples rather than total diversity. We used 16S libraries from the Global Ocean Survey to investigate the ability of 10 diversity statistics (including rarefaction, non-parametric, parametric, curve extrapolation and diversity indices) to assess the relative diversity of six aquatic bacterial communities. Overall, we found that the statistics yielded remarkably similar rankings of the samples for a given sequence similarity cut-off. This correspondence, despite the different underlying assumptions of the statistics, suggests that diversity statistics are a useful tool for ranking samples of microbial diversity. In addition, sequence similarity cut-off influenced the diversity ranking of the samples, demonstrating that diversity statistics can also be used to detect differences in phylogenetic structure among microbial communities. Finally, a subsampling analysis suggests that further sequencing from these particular clone libraries would not have substantially changed the richness rankings of the samples.  相似文献   
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Ninety‐one young‐of‐the‐year Atlantic salmon Salmo salar were captured using a non‐invasive snorkelling technique in a 38 m section of Catamaran Brook, New Brunswick, Canada, to test whether related fish settle closer to one another than unrelated fish. A maximum likelihood estimate of parentage relationships assessed by genotyping eight microsatellite loci revealed five half‐sibling families in the sample of fish. Related juvenile S. salar were not found closer to one another than unrelated fish in three analyses at two spatial scales: a comparison of the relatedness of focal fish to their nearest neighbour and to their four nearest neighbours, and a correlation of the pair‐wise relatedness and distance matrices for all fish in the sample. The lack of a kin‐biased dispersion pattern may be related to the lower density of fish or the scarcity of full‐siblings at the study site compared to laboratory conditions.  相似文献   
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Drug efflux pumps confer multidrug resistance to dangerous pathogens which makes these pumps important drug targets. We have synthesised a novel series of compounds based on a 2-naphthamide pharmacore aimed at inhibiting the efflux pumps from Gram-negative bacteria. The archeatypical transporter AcrB from Escherichia coli was used as model efflux pump as AcrB is widely conserved throughout Gram-negative organisms. The compounds were tested for their antibacterial action, ability to potentiate the action of antibiotics and for their ability to inhibit Nile Red efflux by AcrB. None of the compounds were antimicrobial against E. coli wild type cells. Most of the compounds were able to inhibit Nile Red efflux indicating that they are substrates of the AcrB efflux pump. Three compounds were able to synergise with antibiotics and reverse resistance in the resistant phenotype. Compound A3, 4-(isopentyloxy)-2-naphthamide, reduced the MICs of erythromycin and chloramphenicol to the MIC levels of the drug sensitive strain that lacks an efflux pump. A3 had no effect on the MIC of the non-substrate rifampicin indicating that this compound acts specifically through the AcrB efflux pump. A3 also does not act through non-specific mechanisms such as outer membrane or inner membrane permeabilisation and is not cytotoxic against mammalian cell lines. Therefore, we have designed and synthesised a novel chemical compound with great potential to further optimisation as inhibitor of drug efflux pumps.  相似文献   
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