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Noninformative priors for one parameter of many 总被引:4,自引:0,他引:4
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S-腺苷甲硫氨酸(S-adenosyl-l-methionine, SAM)广泛存在于生物体内,主要参与生物体内的转甲基过程、转硫过程及转氨丙基过程,具有重要的生理功能,其生产备受重视。目前SAM生产的研究主要集中于微生物发酵法,该方法与化学合成法和酶催化法相比,成本较低且更容易实现工业化生产。随着需求量的迅速增加,通过菌种改良提高SAM产量备受关注。当前SAM生产菌种改良的主要策略包括常规育种和代谢工程。本文综述了提高微生物生产SAM能力的近期研究进展并探讨了SAM生产中的瓶颈问题及解决方法,以期为进一步提高SAM产量提供思路。 相似文献
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Mengbing Li Daniel E. Park Maliha Aziz Cindy M. Liu Lance B. Price Zhenke Wu 《Biometrics》2023,79(1):264-279
This paper is concerned with using multivariate binary observations to estimate the probabilities of unobserved classes with scientific meanings. We focus on the setting where additional information about sample similarities is available and represented by a rooted weighted tree. Every leaf in the given tree contains multiple samples. Shorter distances over the tree between the leaves indicate a priori higher similarity in class probability vectors. We propose a novel data integrative extension to classical latent class models with tree-structured shrinkage. The proposed approach enables (1) borrowing of information across leaves, (2) estimating data-driven leaf groups with distinct vectors of class probabilities, and (3) individual-level probabilistic class assignment given the observed multivariate binary measurements. We derive and implement a scalable posterior inference algorithm in a variational Bayes framework. Extensive simulations show more accurate estimation of class probabilities than alternatives that suboptimally use the additional sample similarity information. A zoonotic infectious disease application is used to illustrate the proposed approach. The paper concludes by a brief discussion on model limitations and extensions. 相似文献
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Use of historical data and real-world evidence holds great potential to improve the efficiency of clinical trials. One major challenge is to effectively borrow information from historical data while maintaining a reasonable type I error and minimal bias. We propose the elastic prior approach to address this challenge. Unlike existing approaches, this approach proactively controls the behavior of information borrowing and type I errors by incorporating a well-known concept of clinically significant difference through an elastic function, defined as a monotonic function of a congruence measure between historical data and trial data. The elastic function is constructed to satisfy a set of prespecified criteria such that the resulting prior will strongly borrow information when historical and trial data are congruent, but refrain from information borrowing when historical and trial data are incongruent. The elastic prior approach has a desirable property of being information borrowing consistent, that is, asymptotically controls type I error at the nominal value, no matter that historical data are congruent or not to the trial data. Our simulation study that evaluates the finite sample characteristic confirms that, compared to existing methods, the elastic prior has better type I error control and yields competitive or higher power. The proposed approach is applicable to binary, continuous, and survival endpoints. 相似文献
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Summary In the corpora cardiaca of the insect Leucophaea the administration of serotonin elicits ultrastructural features indicative of the extrusion of neurosecretory material by exocytosis. The response to the stimulus and the process of extrusion seem to occur at considerable speed. Nearly all of the 30 test animals, fixed at various intervals starting as early as 3 min after the injection of the drug, show granules captured at the moment of leaving the axon as well as fully exteriorized secretory material. The fact that many of these granules are much smaller than the typical neurosecretory type speaks for intracellular fragmentation of the latter prior to the discharge of this cellular product. After 25 min or more the extruded electron dense structures show signs of breakdown. The apparent speed of these phenomena accounts for the dearth of omega-type configurations observed in unstimulated specimens of this species. The possible relationship between the membrane phenomena involved in exocytosis and the transient protrusions of bounding membranes of neurosecretory granules described in earlier papers remains to be clarified.Supported by N.S.F. research grant BMS 74-12456 相似文献
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The characterisation of the alteration in amino acid sequence of the immuno globulin heavy chain of IF4, a charge mutant of the myeloma line MOPC 21, is described. This was achieved by comparing the sequence of mutant IF4 heavy chain with the known sequence of the wild type. The peptic fragment (Fab′)2 from whole immunoglobulin, and all the ten CNBr fragments of MOPC 21 wild-type and mutant IF4 heavy chains, were identified and characterised. The only difference was in a tryptic peptide of the C-terminal CNBr fragment which had the same amino acid composition, but different electrophoretic mobilities. Thermolysin digestion products showed that asparagine 415 of wild-type heavy chain had been replaced by an aspartate in the mutant. Analysis of newly synthesized immunoglobulins from wild type and mutant showed the same charge difference, which did not seem therefore to result from deamidation.Fingerprints of the [32P]mRNA of IF4 heavy chain were prepared. The T1 ribonuclease oligonucleotide that includes the coding sequence for residue 415 in wild type was not found in mutant IF4.The mechanism is most likely a missense point mutation (A to G transition) in the MOPC 21 heavy chain structural cistron. 相似文献
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Bayesian analyses for a multiple capture-recapture model 总被引:3,自引:0,他引:3