A nonlinear model predictive controller has been developed to maintain normoglycemia in subjects with type 1 diabetes during fasting conditions such as during overnight fast. The controller employs a compartment model, which represents the glucoregulatory system and includes submodels representing absorption of subcutaneously administered short-acting insulin Lispro and gut absorption. The controller uses Bayesian parameter estimation to determine time-varying model parameters. Moving target trajectory facilitates slow, controlled normalization of elevated glucose levels and faster normalization of low glucose values. The predictive capabilities of the model have been evaluated using data from 15 clinical experiments in subjects with type 1 diabetes. The experiments employed intravenous glucose sampling (every 15 min) and subcutaneous infusion of insulin Lispro by insulin pump (modified also every 15 min). The model gave glucose predictions with a mean square error proportionally related to the prediction horizon with the value of 0.2 mmol L(-1) per 15 min. The assessment of clinical utility of model-based glucose predictions using Clarke error grid analysis gave 95% of values in zone A and the remaining 5% of values in zone B for glucose predictions up to 60 min (n = 1674). In conclusion, adaptive nonlinear model predictive control is promising for the control of glucose concentration during fasting conditions in subjects with type 1 diabetes.
28Aging is associated with an increased risk of cardiovascular disease and death. Here we 29show that oral supplementation of the natural polyamine spermidine extends the lifespan of 30 mice and exerts cardioprotective effects, reducing cardiac hypertrophy and preserving 31 diastolic function in old mice. Spermidine feeding enhanced cardiac autophagy, mitophagy 32 and mitochondrial respiration, and it also improved the mechano-elastical properties of 33 cardiomyocytes in vivo, coinciding with increased titin phosphorylation and suppressed 34 subclinical inflammation. Spermidine feeding failed to provide cardioprotection in mice that 35 lack the autophagy-related protein Atg5 in cardiomyocytes. In Dahl salt-sensitive rats that 36 were fed a high-salt diet, a model for hypertension-induced congestive heart failure, 37 spermidine feeding reduced systemic blood pressure, increased titin phosphorylation and 38 prevented cardiac hypertrophy and a decline in diastolic function, thus delaying the 39 progression to heart failure. In humans, high levels of dietary spermidine, as assessed from 40 food questionnaires, correlated with reduced blood pressure and a lower incidence of 41 cardiovascular disease. Our results suggest a new and feasible strategy for the protection 42 from cardiovascular disease. 43Author's manuscript to Eisenberg et al.
Vitamin D metabolizing enzymes and vitamin D receptors are present in many cell types including various immune cells such as antigen-presenting-cells, T cells, B cells and monocytes. In vitro data show that, in addition to modulating innate immune cells, vitamin D also promotes a more tolerogenic immunological status. In vivo data from animals and from human vitamin D supplementation studies have shown beneficial effects of vitamin D on immune function, in particular in the context of autoimmunity. In this review, currently available data are summarized to give an overview of the effects of vitamin D on the immune system in general and on the regulation of inflammatory responses, as well as regulatory mechanisms connected to autoimmune diseases particularly in type 1 diabetes mellitus.
BACKGROUND-Degludec is an ultralong-acting, once-daily basal insulin that is approved for use in adults, adolescents, and children with diabetes. Previous open-label studies have shown lower day-to-day variability in the glucose-lowering effect and lower rates of hypoglycemia among patients who received degludec than among those who received basal insulin glargine. However, data are lacking on the cardiovascular safety of degludec.
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