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The performance of the proposed model of Beta fuzzy logic system is evaluated with mainly two problems of time series applications : the Mackey Glass Chaotic Time-Series prediction problem with different setting of parameters and levels of noise and the ECG heart-rate Time Series monitoring problem.
We have previously established an antigen-specific, virus-free model of beta cell destruction that relies on adoptive transfer of CD8 T cells ([15] and manuscript in press[16]).
In contrast, Ki67+ insulin+ cells were dramatically increased following partial pancreatectomy ([PPx]; Fig. 3d, ESM Table 5), a well-established model of beta cell proliferation [ 29, 30].
Nevertheless, in conjunction with the results of 20 Hz stimulation, the findings provide proof of principle for the anti/pro-kinetic model of beta and gamma oscillations.
One explanation for this difference would be that while zebrafish CACs present pancreatic progenitor activity, mammalian CACs have retained a very limited capacity in vivo, which could not be evidenced in the mouse model of beta cell regeneration used.
The set of significant species (ℳ I ) for the model consists of all the acyl carnitines in the cytoplasm and the mitochondria, since these have been measured for the original model validation [ 27]. Figure 6 depicts the values of minimum error integrals vs the number of complexes deleted in order to obtain a reduced model of beta oxidation.
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We demonstrated that CCL2 is a potent enhancer of Aβ oligomerization, microglial accumulation, and cognitive dysfunction in an animal model of beta-amyloidosis.
Beta-cell mass and beta-cell replication is decreased in the GK pancreas and as such the GK rat may represent a model of beta-cell degradation for human NIDDM [31], [32], [33].
The results of the studies described here suggest that insulin treatment by implants or islet transplantation promotes beta-cell regeneration in the STZ-diabetic mouse model of beta-cell regeneration, and does so in a time dependent manner with longer treatment periods associated with greater recovery.
The second compares a model of beta-distributed variable selection pressure (M7) to an alternate model of beta-distributed variable selection pressure plus positive selection (M8) [ 81].
We show the application of our model reduction technique to a yeast glycolysis model [ 26] and a model of beta-oxidation in rat liver [ 27].
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