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1.
Walking speed is a fundamental indicator for human well-being. In a clinical setting, walking speed is typically measured by means of walking tests using different protocols. However, walking speed obtained in this way is unlikely to be representative of the conditions in a free-living environment. Recently, mobile accelerometry has opened up the possibility to extract walking speed from long-time observations in free-living individuals, but the validity of these measurements needs to be determined. In this investigation, we have developed algorithms for walking speed prediction based on 3D accelerometry data (actibelt®) and created a framework using a standardized data set with gold standard annotations to facilitate the validation and comparison of these algorithms. For this purpose 17 healthy subjects operated a newly developed mobile gold standard while walking/running on an indoor track. Subsequently, the validity of 12 candidate algorithms for walking speed prediction ranging from well-known simple approaches like combining step length with frequency to more sophisticated algorithms such as linear and non-linear models was assessed using statistical measures. As a result, a novel algorithm employing support vector regression was found to perform best with a concordance correlation coefficient of 0.93 (95%CI 0.92–0.94) and a coverage probability CP1 of 0.46 (95%CI 0.12–0.70) for a deviation of 0.1 m/s (CP2 0.78, CP3 0.94) when compared to the mobile gold standard while walking indoors. A smaller outdoor experiment confirmed those results with even better coverage probability. We conclude that walking speed thus obtained has the potential to help establish walking speed in free-living environments as a patient-oriented outcome measure. 相似文献
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Michael S. Lipkowitz Edgar Leal-Pinto B. Eleazar Cohen Ruth G. Abramson 《Glycoconjugate journal》2002,19(7-9):491-498
UAT, also designated galectin 9, is a multifunctional protein that can function as a urate channel/transporter, a regulator of thymocyte-epithelial cell interactions, a tumor antigen, an eosinophil chemotactic factor, and a mediator of apoptosis. We review the evidence that UAT is a transmembrane protein that transports urate, describe our molecular model for this protein, and discuss the evidence from epitope tag and lipid bilayer studies that support this model of the transporter. The properties of recombinant UAT are compared with those of urate transport into membrane vesicles derived from proximal tubule cells in rat kidney cortex. In addition, we review channel functions predicted by our molecular model that resulted in the novel finding that the urate channel activity is regulated by sugars and adenosine. Finally, the presence and possible functions of at least 4 isoforms of UAT and a closely related gene hUAT2 are discussed. Published in 2004. 相似文献
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Biosynthesis of dihydromenaquinone-9 by Mycobacterium phlei 总被引:2,自引:0,他引:2
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Motor neurons isolated from 6-day-old embryonic chick spinal cords require muscle extract for survival in culture; however, it was found, that some motor neurons, identified by retrograde labeling with rhodamine, will survive in mixed spinal cell cultures in the absence of the extract. The motor neuron survival-promoting activity produced by spinal cells is soluble and differs from the factor present in muscle extract, the two activities acting in a synergistic manner: the spinal cell activity potentiated that of muscle to decrease its ED50 by an order of magnitude, the motor neuronal survival (30%) seen in the presence of both factors being more than the sum of their individual activities. This synergism was shown to be restricted to the action of the spinal cell factor on motor neurons, no effect of the factor being noted with sympathetic neurons. As a series of defined growth and survival factors present in the central nervous system (nerve growth factor, brain-derived neurotrophic factor, acidic and basic fibroblast growth factors) had no effect on motor neuron survival, we conclude that the molecule responsible for the motor neuron survival-promoting activity of the spinal cells is a previously undefined factor. 相似文献