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1.
Elisabeth Vogl 《Plant Systematics and Evolution》1947,94(1-2):2-29
Ohne Zusammenfassung 相似文献
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Accelerating the convergence of the back-propagation method 总被引:16,自引:0,他引:16
T. P. Vogl J. K. Mangis A. K. Rigler W. T. Zink D. L. Alkon 《Biological cybernetics》1988,59(4-5):257-263
The utility of the back-propagation method in establishing suitable weights in a distributed adaptive network has been demonstrated repeatedly. Unfortunately, in many applications, the number of iterations required before convergence can be large. Modifications to the back-propagation algorithm described by Rumelhart et al. (1986) can greatly accelerate convergence. The modifications consist of three changes:1) instead of updating the network weights after each pattern is presented to the network, the network is updated only after the entire repertoire of patterns to be learned has been presented to the network, at which time the algebraic sums of all the weight changes are applied:2) instead of keeping , the learning rate (i.e., the multiplier on the step size) constant, it is varied dynamically so that the algorithm utilizes a near-optimum , as determined by the local optimization topography; and3) the momentum factor is set to zero when, as signified by a failure of a step to reduce the total error, the information inherent in prior steps is more likely to be misleading than beneficial. Only after the network takes a useful step, i.e., one that reduces the total error, does again assume a non-zero value. Considering the selection of weights in neural nets as a problem in classical nonlinear optimization theory, the rationale for algorithms seeking only those weights that produce the globally minimum error is reviewed and rejected. 相似文献
4.
Arrangement and possible function of actin filament bundles in ectoplasmic specializations of ground squirrel Sertoli cells 总被引:2,自引:0,他引:2
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We have investigated the arrangement and function of actin filament bundles in Sertoli cell ectoplasmic specializations found adjacent to junctional networks and in areas of adhesion to spermatogenic cells. Tissue was collected, from ground squirrel (Spermophilus spp.) testes, in three ways: seminiferous tubules were fragmented mechanically; segments of intact epithelium and denuded tubule walls were isolated by using EDTA in a phosphate-buffered salt solution; and isolated epithelia and denuded tubule walls were extracted in glycerol. To determine the arrangement of actin bundles, the tissue was fixed, mounted on slides, treated with cold acetone (-20 degrees C), and then exposed to nitrobenzoxadiazole-phallacidin. Myosin was localized using immunofluorescence. To investigate the hypothesis that ectoplasmic specializations are contractile, glycerinated models were exposed to exogenous ATP and Ca++; then contraction was assessed qualitatively by using nitrobenzoxadiazole-phallacidin as a marker. Actin bundles in ectoplasmic specializations adjacent to junctional networks circumscribe the bases of Sertoli cells. When intact epithelia are viewed from an angle perpendicular to the epithelial base, honeycomb staining patterns are observed. Filament bundles in Sertoli cell regions adjacent to spermatogenic cells dramatically change organization during spermatogenesis. Initially, the bundles circle the region of contact between the developing acrosome and nucleus. They then expand to cover the entire head. As the spermatid flattens, filaments on one side of the now saucer-shaped head orient themselves parallel to the germ cell axis while those on the other align perpendicularly to it. Before sperm release, all filaments course parallel to the rim of the head. Contrary to the results we obtained with myoid cells, we could not convincingly demonstrate myosin in ectoplasmic specializations or induce contraction of glycerinated models. Our data are consistent with the hypothesis that actin in ectoplasmic specializations of Sertoli cells may be more skeletal than contractile. 相似文献
5.
Methyltransferase inhibitors block NGF-regulated survival and protein phosphorylation in sympathetic neurons. 总被引:2,自引:0,他引:2
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Nerve growth factor (NGF) and elevated K+ concentrations (35 mM) support the survival of the same population of chick embryonic sympathetic neurons. We have used methyltransferase inhibitors, which block protein methylation in intact cells, to investigate the mechanism(s) by which NGF and high K+ exert their effects. Methyltransferase inhibitors selectively blocked NGF-but not high K+-mediated survival of neurons. The ability of neurons, plated on laminin, to respond rapidly to NGF with neurite outgrowth was used to demonstrate that the blockade of the effects of NGF by methyltransferase inhibitors was reversible. At the molecular level, we studied the rapid decrease in phosphorylation of p70, a 70-kd phosphoprotein of sympathetic neurons regulated by both NGF and high K+. Methyltransferase inhibitors blocked the decrease in p70 phosphorylation induced by NGF but not that by high K+. We conclude that the early molecular events of NGF-mediated neuronal survival differ from those of high K+-mediated neuronal survival in that they involve protein methylation, whereas at a later step, possibly at the level of protein phosphorylation, the two pathways leading to survival of sympathetic neurons converge. 相似文献
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Danilo ML Prado Fabiana B Benatti Ana L de Sá-Pinto Ana P Hayashi Bruno Gualano Rosa MR Pereira Adriana ME Sallum Eloisa Bonfá Clovis A Silva Hamilton Roschel 《Arthritis research & therapy》2013,15(2):R46
Introduction
Exercise training has emerged as a promising therapeutic strategy to counteract physical dysfunction in adult systemic lupus erythematosus. However, no longitudinal studies have evaluated the effects of an exercise training program in childhood-onset systemic lupus erythematosus (C-SLE) patients. The objective was to evaluate the safety and the efficacy of a supervised aerobic training program in improving the cardiorespiratory capacity in C-SLE patients.Methods
Nineteen physically inactive C-SLE patients were randomly assigned into two groups: trained (TR, n = 10, supervised moderate-intensity aerobic exercise program) and non-trained (NT, n = 9). Gender-, body mass index (BMI)- and age-matched healthy children were recruited as controls (C, n = 10) for baseline (PRE) measurements only. C-SLE patients were assessed at PRE and after 12 weeks of training (POST). Main measurements included exercise tolerance and cardiorespiratory measurements in response to a maximal exercise (that is, peak VO2, chronotropic reserve (CR), and the heart rate recovery (ΔHRR) (that is, the difference between HR at peak exercise and at both the first (ΔHRR1) and second (ΔHRR2) minutes of recovery after exercise).Results
The C-SLE NT patients did not present changes in any of the cardiorespiratory parameters at POST (P > 0.05). In contrast, the exercise training program was effective in promoting significant increases in time-to-exhaustion (P = 0.01; ES = 1.07), peak speed (P = 0.01; ES = 1.08), peak VO2 (P = 0.04; ES = 0.86), CR (P = 0.06; ES = 0.83), and in ΔHRR1 and ΔHRR2 (P = 0.003; ES = 1.29 and P = 0.0008; ES = 1.36, respectively) in the C-SLE TR when compared with the NT group. Moreover, cardiorespiratory parameters were comparable between C-SLE TR patients and C subjects after the exercise training intervention, as evidenced by the ANOVA analysis (P > 0.05, TR vs. C). SLEDAI-2K scores remained stable throughout the study.Conclusion
A 3-month aerobic exercise training was safe and capable of ameliorating the cardiorespiratory capacity and the autonomic function in C-SLE patients.Trial registration
NCT01515163. 相似文献8.
Kiran Nistala Hemlata Varsani Helmut Wittkowski Thomas Vogl Petra Krol Vanita Shah Kamel Mamchaoui Paul A Brogan Johannes Roth Lucy R Wedderburn 《Arthritis research & therapy》2013,15(5):R131
Introduction
The aetiopathogenesis of juvenile dermatomyositis (JDM) remains poorly understood. In particular the contribution of monocytes or macrophages, which are frequently observed to be an infiltrate within muscle tissue very early in the disease process, is unknown. We hypothesised that these cells secrete the pro-inflammatory myeloid related protein (MRP) 8/14 which may then contribute to muscle pathology in JDM.Methods
In this study of 56 JDM patients, serum MRP8/14 levels were compared with clinical measures of disease activity. Muscle biopsies taken early in disease were assessed by immunohistochemistry to determine the frequency and identity of MRP-expressing cells. The effects of MRP stimulation and endoplasmic reticulum (ER) stress on muscle were tested in vitro. Serum or supernatant levels of cytokines were analyzed by multiplex immunoassay.Results
Serum MRP8/14 correlated with physician’s global assessment of disease activity in JDM (R = 0.65, p = 0.0003) and muscle strength/endurance, childhood myositis assessment score (CMAS, R = −0.55, p = 0.004). MRP8/14 was widely expressed by CD68+ macrophages in JDM muscle tissue. When cultured with human myoblasts, MRP8 led to the secretion of MCP-1 and IL-6, which was enhanced by ER stress. Both inflammatory mediators were detected in significantly higher levels in the serum of JDM patients compared to healthy controls.Conclusions
This study is the first to identify serum MRP8/14 as a potential biomarker for disease activity in JDM. We propose that tissue infiltrating macrophages secreting MRP8/14 may contribute to myositis, by driving the local production of cytokines directly from muscle. 相似文献9.
Zhenfeng Liu Johannes Müller Tao Li Richard M Alvey Kajetan Vogl Niels-Ulrik Frigaard Nathan C Rockwell Eric S Boyd Lynn P Tomsho Stephan C Schuster Petra Henke Manfred Rohde J?rg Overmann Donald A Bryant 《Genome biology》2013,14(11):R127
Background
‘Chlorochromatium aggregatum’ is a phototrophic consortium, a symbiosis that may represent the highest degree of mutual interdependence between two unrelated bacteria not associated with a eukaryotic host. ‘Chlorochromatium aggregatum’ is a motile, barrel-shaped aggregate formed from a single cell of ‘Candidatus Symbiobacter mobilis”, a polarly flagellated, non-pigmented, heterotrophic bacterium, which is surrounded by approximately 15 epibiont cells of Chlorobium chlorochromatii, a non-motile photolithoautotrophic green sulfur bacterium.Results
We analyzed the complete genome sequences of both organisms to understand the basis for this symbiosis. Chl. chlorochromatii has acquired relatively few symbiosis-specific genes; most acquired genes are predicted to modify the cell wall or function in cell-cell adhesion. In striking contrast, ‘Ca. S. mobilis’ appears to have undergone massive gene loss, is probably no longer capable of independent growth, and thus may only reproduce when consortia divide. A detailed model for the energetic and metabolic bases of the dependency of ‘Ca. S. mobilis’ on Chl. chlorochromatii is described.Conclusions
Genomic analyses suggest that three types of interactions lead to a highly sophisticated relationship between these two organisms. Firstly, extensive metabolic exchange, involving carbon, nitrogen, and sulfur sources as well as vitamins, occurs from the epibiont to the central bacterium. Secondly, ‘Ca. S. mobilis’ can sense and move towards light and sulfide, resources that only directly benefit the epibiont. Thirdly, electron cycling mechanisms, particularly those mediated by quinones and potentially involving shared protonmotive force, could provide an important basis for energy exchange in this and other symbiotic relationships. 相似文献10.